2023-07-24 10:46:08,603 semantic_segmentation INFO: Using 1 GPUs
2023-07-24 10:46:08,603 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='./resnet18-imagenet.pth', 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 10:46:15,521 semantic_segmentation INFO: Start training, Total Iterations 150000
2023-07-24 10:46:31,470 semantic_segmentation INFO: Iters: 10/150000 || Lr: 0.019999 || Task Loss: 2.1398 || KD Loss: 1.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:30:15
2023-07-24 10:46:46,398 semantic_segmentation INFO: Iters: 20/150000 || Lr: 0.019998 || Task Loss: 1.9445 || KD Loss: 1.0537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:30 || Estimated Time: 2 days, 15:19:14
2023-07-24 10:47:01,526 semantic_segmentation INFO: Iters: 30/150000 || Lr: 0.019997 || Task Loss: 2.3537 || KD Loss: 1.2375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:46 || Estimated Time: 2 days, 15:13:00
2023-07-24 10:47:16,620 semantic_segmentation INFO: Iters: 40/150000 || Lr: 0.019995 || Task Loss: 1.6637 || KD Loss: 0.6593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:01 || Estimated Time: 2 days, 15:08:11
2023-07-24 10:47:31,663 semantic_segmentation INFO: Iters: 50/150000 || Lr: 0.019994 || Task Loss: 1.1869 || KD Loss: 0.6105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:16 || Estimated Time: 2 days, 15:02:10
2023-07-24 10:47:46,703 semantic_segmentation INFO: Iters: 60/150000 || Lr: 0.019993 || Task Loss: 1.3380 || KD Loss: 0.6838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:31 || Estimated Time: 2 days, 14:57:58
2023-07-24 10:48:01,807 semantic_segmentation INFO: Iters: 70/150000 || Lr: 0.019992 || Task Loss: 1.6875 || KD Loss: 0.9636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4133|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:46 || Estimated Time: 2 days, 14:57:09
2023-07-24 10:48:16,956 semantic_segmentation INFO: Iters: 80/150000 || Lr: 0.019991 || Task Loss: 2.6057 || KD Loss: 1.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:01 || Estimated Time: 2 days, 14:57:57
2023-07-24 10:48:32,184 semantic_segmentation INFO: Iters: 90/150000 || Lr: 0.019989 || Task Loss: 2.5378 || KD Loss: 1.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:16 || Estimated Time: 2 days, 15:00:25
2023-07-24 10:48:47,681 semantic_segmentation INFO: Iters: 100/150000 || Lr: 0.019988 || Task Loss: 2.2195 || KD Loss: 1.2331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:32 || Estimated Time: 2 days, 15:08:55
2023-07-24 10:49:03,413 semantic_segmentation INFO: Iters: 110/150000 || Lr: 0.019987 || Task Loss: 1.5507 || KD Loss: 0.8099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:21:25
2023-07-24 10:49:19,377 semantic_segmentation INFO: Iters: 120/150000 || Lr: 0.019986 || Task Loss: 1.8800 || KD Loss: 0.7617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:03 || Estimated Time: 2 days, 15:36:44
2023-07-24 10:49:35,529 semantic_segmentation INFO: Iters: 130/150000 || Lr: 0.019985 || Task Loss: 1.7400 || KD Loss: 0.8851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:20 || Estimated Time: 2 days, 15:53:28
2023-07-24 10:49:51,919 semantic_segmentation INFO: Iters: 140/150000 || Lr: 0.019983 || Task Loss: 1.5685 || KD Loss: 0.7259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:36 || Estimated Time: 2 days, 16:11:44
2023-07-24 10:50:08,363 semantic_segmentation INFO: Iters: 150/150000 || Lr: 0.019982 || Task Loss: 1.6463 || KD Loss: 0.7606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:52 || Estimated Time: 2 days, 16:27:59
2023-07-24 10:50:24,759 semantic_segmentation INFO: Iters: 160/150000 || Lr: 0.019981 || Task Loss: 1.8697 || KD Loss: 1.0536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:09 || Estimated Time: 2 days, 16:41:56
2023-07-24 10:50:41,244 semantic_segmentation INFO: Iters: 170/150000 || Lr: 0.019980 || Task Loss: 1.4763 || KD Loss: 0.7094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:25 || Estimated Time: 2 days, 16:55:48
2023-07-24 10:50:57,769 semantic_segmentation INFO: Iters: 180/150000 || Lr: 0.019979 || Task Loss: 1.4073 || KD Loss: 0.7314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3505|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:42 || Estimated Time: 2 days, 17:08:00
2023-07-24 10:51:14,151 semantic_segmentation INFO: Iters: 190/150000 || Lr: 0.019977 || Task Loss: 1.6006 || KD Loss: 0.7255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3504|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:58 || Estimated Time: 2 days, 17:17:34
2023-07-24 10:51:30,729 semantic_segmentation INFO: Iters: 200/150000 || Lr: 0.019976 || Task Loss: 1.3681 || KD Loss: 0.6352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:15 || Estimated Time: 2 days, 17:28:15
2023-07-24 10:51:47,112 semantic_segmentation INFO: Iters: 210/150000 || Lr: 0.019975 || Task Loss: 1.0812 || KD Loss: 0.4793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3290|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:31 || Estimated Time: 2 days, 17:36:02
2023-07-24 10:52:03,508 semantic_segmentation INFO: Iters: 220/150000 || Lr: 0.019974 || Task Loss: 1.4590 || KD Loss: 0.6286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:47 || Estimated Time: 2 days, 17:42:58
2023-07-24 10:52:19,947 semantic_segmentation INFO: Iters: 230/150000 || Lr: 0.019973 || Task Loss: 1.9833 || KD Loss: 0.8569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:04 || Estimated Time: 2 days, 17:49:20
2023-07-24 10:52:36,442 semantic_segmentation INFO: Iters: 240/150000 || Lr: 0.019971 || Task Loss: 1.2090 || KD Loss: 0.6095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:20 || Estimated Time: 2 days, 17:56:32
2023-07-24 10:52:52,956 semantic_segmentation INFO: Iters: 250/150000 || Lr: 0.019970 || Task Loss: 1.9183 || KD Loss: 0.9950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:37 || Estimated Time: 2 days, 18:02:37
2023-07-24 10:53:09,451 semantic_segmentation INFO: Iters: 260/150000 || Lr: 0.019969 || Task Loss: 2.3316 || KD Loss: 1.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:53 || Estimated Time: 2 days, 18:08:05
2023-07-24 10:53:25,797 semantic_segmentation INFO: Iters: 270/150000 || Lr: 0.019968 || Task Loss: 1.5936 || KD Loss: 0.9134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:10 || Estimated Time: 2 days, 18:12:01
2023-07-24 10:53:42,227 semantic_segmentation INFO: Iters: 280/150000 || Lr: 0.019967 || Task Loss: 1.4310 || KD Loss: 0.7330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:26 || Estimated Time: 2 days, 18:16:20
2023-07-24 10:53:58,594 semantic_segmentation INFO: Iters: 290/150000 || Lr: 0.019965 || Task Loss: 1.7909 || KD Loss: 1.0583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:43 || Estimated Time: 2 days, 18:19:44
2023-07-24 10:54:14,994 semantic_segmentation INFO: Iters: 300/150000 || Lr: 0.019964 || Task Loss: 1.8560 || KD Loss: 0.8160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:59 || Estimated Time: 2 days, 18:23:16
2023-07-24 10:54:31,314 semantic_segmentation INFO: Iters: 310/150000 || Lr: 0.019963 || Task Loss: 1.5064 || KD Loss: 0.7571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 18:25:54
2023-07-24 10:54:47,619 semantic_segmentation INFO: Iters: 320/150000 || Lr: 0.019962 || Task Loss: 1.9163 || KD Loss: 0.8900|| 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: 0:08:32 || Estimated Time: 2 days, 18:28:18
2023-07-24 10:55:03,881 semantic_segmentation INFO: Iters: 330/150000 || Lr: 0.019961 || Task Loss: 0.8546 || KD Loss: 0.4232|| 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: 0:08:48 || Estimated Time: 2 days, 18:30:03
2023-07-24 10:55:20,211 semantic_segmentation INFO: Iters: 340/150000 || Lr: 0.019959 || Task Loss: 1.4715 || KD Loss: 0.6946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:04 || Estimated Time: 2 days, 18:32:18
2023-07-24 10:55:36,498 semantic_segmentation INFO: Iters: 350/150000 || Lr: 0.019958 || Task Loss: 1.9349 || KD Loss: 1.0231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:20 || Estimated Time: 2 days, 18:33:53
2023-07-24 10:55:52,800 semantic_segmentation INFO: Iters: 360/150000 || Lr: 0.019957 || Task Loss: 1.7231 || KD Loss: 0.9829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:37 || Estimated Time: 2 days, 18:35:44
2023-07-24 10:56:09,062 semantic_segmentation INFO: Iters: 370/150000 || Lr: 0.019956 || Task Loss: 1.5869 || KD Loss: 0.8063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3069|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:53 || Estimated Time: 2 days, 18:36:58
2023-07-24 10:56:25,433 semantic_segmentation INFO: Iters: 380/150000 || Lr: 0.019955 || Task Loss: 1.4430 || KD Loss: 0.5813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:09 || Estimated Time: 2 days, 18:39:01
2023-07-24 10:56:41,767 semantic_segmentation INFO: Iters: 390/150000 || Lr: 0.019953 || Task Loss: 1.2023 || KD Loss: 0.5891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:26 || Estimated Time: 2 days, 18:40:40
2023-07-24 10:56:58,205 semantic_segmentation INFO: Iters: 400/150000 || Lr: 0.019952 || Task Loss: 1.6584 || KD Loss: 0.7424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:42 || Estimated Time: 2 days, 18:42:46
2023-07-24 10:57:14,624 semantic_segmentation INFO: Iters: 410/150000 || Lr: 0.019951 || Task Loss: 1.2959 || KD Loss: 0.6397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:59 || Estimated Time: 2 days, 18:44:54
2023-07-24 10:57:31,222 semantic_segmentation INFO: Iters: 420/150000 || Lr: 0.019950 || Task Loss: 0.7845 || KD Loss: 0.3411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:15 || Estimated Time: 2 days, 18:47:39
2023-07-24 10:57:47,772 semantic_segmentation INFO: Iters: 430/150000 || Lr: 0.019949 || Task Loss: 1.7869 || KD Loss: 0.8297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:32 || Estimated Time: 2 days, 18:50:21
2023-07-24 10:58:04,687 semantic_segmentation INFO: Iters: 440/150000 || Lr: 0.019947 || Task Loss: 1.5407 || KD Loss: 0.7977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:49 || Estimated Time: 2 days, 18:54:37
2023-07-24 10:58:21,154 semantic_segmentation INFO: Iters: 450/150000 || Lr: 0.019946 || Task Loss: 1.8662 || KD Loss: 0.9455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:05 || Estimated Time: 2 days, 18:56:27
2023-07-24 10:58:37,741 semantic_segmentation INFO: Iters: 460/150000 || Lr: 0.019945 || Task Loss: 1.5027 || KD Loss: 0.7662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:22 || Estimated Time: 2 days, 18:58:32
2023-07-24 10:58:54,285 semantic_segmentation INFO: Iters: 470/150000 || Lr: 0.019944 || Task Loss: 1.4746 || KD Loss: 0.8318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:38 || Estimated Time: 2 days, 19:00:32
2023-07-24 10:59:10,792 semantic_segmentation INFO: Iters: 480/150000 || Lr: 0.019943 || Task Loss: 1.3371 || KD Loss: 0.6656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:55 || Estimated Time: 2 days, 19:02:18
2023-07-24 10:59:27,319 semantic_segmentation INFO: Iters: 490/150000 || Lr: 0.019941 || Task Loss: 1.1451 || KD Loss: 0.5348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:11 || Estimated Time: 2 days, 19:03:54
2023-07-24 10:59:43,797 semantic_segmentation INFO: Iters: 500/150000 || Lr: 0.019940 || Task Loss: 1.4179 || KD Loss: 0.7884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:28 || Estimated Time: 2 days, 19:05:21
2023-07-24 11:00:00,279 semantic_segmentation INFO: Iters: 510/150000 || Lr: 0.019939 || Task Loss: 1.4088 || KD Loss: 0.6584|| 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: 0:13:44 || Estimated Time: 2 days, 19:06:45
2023-07-24 11:00:16,834 semantic_segmentation INFO: Iters: 520/150000 || Lr: 0.019938 || Task Loss: 1.2020 || KD Loss: 0.5592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:01 || Estimated Time: 2 days, 19:08:15
2023-07-24 11:00:33,352 semantic_segmentation INFO: Iters: 530/150000 || Lr: 0.019937 || Task Loss: 1.2757 || KD Loss: 0.6168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 19:09:38
2023-07-24 11:00:49,829 semantic_segmentation INFO: Iters: 540/150000 || Lr: 0.019935 || Task Loss: 1.4571 || KD Loss: 0.5985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:34 || Estimated Time: 2 days, 19:10:50
2023-07-24 11:01:06,197 semantic_segmentation INFO: Iters: 550/150000 || Lr: 0.019934 || Task Loss: 1.7687 || KD Loss: 0.7241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:50 || Estimated Time: 2 days, 19:11:17
2023-07-24 11:01:22,624 semantic_segmentation INFO: Iters: 560/150000 || Lr: 0.019933 || Task Loss: 1.8526 || KD Loss: 0.8378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:07 || Estimated Time: 2 days, 19:12:06
2023-07-24 11:01:39,077 semantic_segmentation INFO: Iters: 570/150000 || Lr: 0.019932 || Task Loss: 1.3691 || KD Loss: 0.6728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:23 || Estimated Time: 2 days, 19:13:02
2023-07-24 11:01:55,670 semantic_segmentation INFO: Iters: 580/150000 || Lr: 0.019931 || Task Loss: 1.4301 || KD Loss: 0.7306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:40 || Estimated Time: 2 days, 19:14:27
2023-07-24 11:02:12,181 semantic_segmentation INFO: Iters: 590/150000 || Lr: 0.019929 || Task Loss: 2.2068 || KD Loss: 1.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:56 || Estimated Time: 2 days, 19:15:27
2023-07-24 11:02:28,771 semantic_segmentation INFO: Iters: 600/150000 || Lr: 0.019928 || Task Loss: 1.2281 || KD Loss: 0.6113|| 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: 0:16:13 || Estimated Time: 2 days, 19:16:56
2023-07-24 11:02:45,356 semantic_segmentation INFO: Iters: 610/150000 || Lr: 0.019927 || Task Loss: 1.2817 || KD Loss: 0.5886|| 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: 0:16:29 || Estimated Time: 2 days, 19:18:01
2023-07-24 11:03:01,791 semantic_segmentation INFO: Iters: 620/150000 || Lr: 0.019926 || Task Loss: 1.4828 || KD Loss: 0.6699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:46 || Estimated Time: 2 days, 19:18:45
2023-07-24 11:03:18,380 semantic_segmentation INFO: Iters: 630/150000 || Lr: 0.019925 || Task Loss: 1.5299 || KD Loss: 0.7534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:02 || Estimated Time: 2 days, 19:19:55
2023-07-24 11:03:34,911 semantic_segmentation INFO: Iters: 640/150000 || Lr: 0.019923 || Task Loss: 1.5974 || KD Loss: 0.7513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:19 || Estimated Time: 2 days, 19:20:43
2023-07-24 11:03:51,485 semantic_segmentation INFO: Iters: 650/150000 || Lr: 0.019922 || Task Loss: 1.2722 || KD Loss: 0.5714|| 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: 0:17:35 || Estimated Time: 2 days, 19:21:54
2023-07-24 11:04:08,009 semantic_segmentation INFO: Iters: 660/150000 || Lr: 0.019921 || Task Loss: 1.5320 || KD Loss: 0.7330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3034|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:52 || Estimated Time: 2 days, 19:22:39
2023-07-24 11:04:24,480 semantic_segmentation INFO: Iters: 670/150000 || Lr: 0.019920 || Task Loss: 1.1323 || KD Loss: 0.6200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:08 || Estimated Time: 2 days, 19:23:08
2023-07-24 11:04:41,010 semantic_segmentation INFO: Iters: 680/150000 || Lr: 0.019919 || Task Loss: 1.4149 || KD Loss: 0.7002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:25 || Estimated Time: 2 days, 19:23:54
2023-07-24 11:04:57,590 semantic_segmentation INFO: Iters: 690/150000 || Lr: 0.019917 || Task Loss: 1.1277 || KD Loss: 0.5899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:42 || Estimated Time: 2 days, 19:24:54
2023-07-24 11:05:14,003 semantic_segmentation INFO: Iters: 700/150000 || Lr: 0.019916 || Task Loss: 0.9569 || KD Loss: 0.4044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:58 || Estimated Time: 2 days, 19:25:07
2023-07-24 11:05:30,498 semantic_segmentation INFO: Iters: 710/150000 || Lr: 0.019915 || Task Loss: 1.1302 || KD Loss: 0.4477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:14 || Estimated Time: 2 days, 19:25:46
2023-07-24 11:05:47,018 semantic_segmentation INFO: Iters: 720/150000 || Lr: 0.019914 || Task Loss: 1.0546 || KD Loss: 0.4758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:31 || Estimated Time: 2 days, 19:26:21
2023-07-24 11:06:03,404 semantic_segmentation INFO: Iters: 730/150000 || Lr: 0.019912 || Task Loss: 0.9521 || KD Loss: 0.4758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 19:26:29
2023-07-24 11:06:19,739 semantic_segmentation INFO: Iters: 740/150000 || Lr: 0.019911 || Task Loss: 1.0376 || KD Loss: 0.4112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3135|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 19:26:26
2023-07-24 11:06:36,169 semantic_segmentation INFO: Iters: 750/150000 || Lr: 0.019910 || Task Loss: 1.5430 || KD Loss: 0.6575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:20 || Estimated Time: 2 days, 19:26:44
2023-07-24 11:06:52,515 semantic_segmentation INFO: Iters: 760/150000 || Lr: 0.019909 || Task Loss: 0.9437 || KD Loss: 0.4533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:36 || Estimated Time: 2 days, 19:26:43
2023-07-24 11:07:08,912 semantic_segmentation INFO: Iters: 770/150000 || Lr: 0.019908 || Task Loss: 0.9198 || KD Loss: 0.4145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:53 || Estimated Time: 2 days, 19:26:56
2023-07-24 11:07:25,316 semantic_segmentation INFO: Iters: 780/150000 || Lr: 0.019906 || Task Loss: 1.0598 || KD Loss: 0.5662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:09 || Estimated Time: 2 days, 19:27:02
2023-07-24 11:07:41,690 semantic_segmentation INFO: Iters: 790/150000 || Lr: 0.019905 || Task Loss: 1.5036 || KD Loss: 0.8099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:26 || Estimated Time: 2 days, 19:27:08
2023-07-24 11:07:58,085 semantic_segmentation INFO: Iters: 800/150000 || Lr: 0.019904 || Task Loss: 1.1442 || KD Loss: 0.5923|| 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: 0:21:42 || Estimated Time: 2 days, 19:27:10
2023-07-24 11:07:58,194 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:07:58,650 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.686, mIoU: 0.042
2023-07-24 11:07:58,665 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.517, mIoU: 0.046
2023-07-24 11:07:58,678 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.651, mIoU: 0.053
2023-07-24 11:07:58,694 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.636, mIoU: 0.048
2023-07-24 11:07:58,708 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.641, mIoU: 0.081
2023-07-24 11:07:58,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.642, mIoU: 0.082
2023-07-24 11:07:58,737 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.649, mIoU: 0.081
2023-07-24 11:07:58,752 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.609, mIoU: 0.068
2023-07-24 11:07:58,765 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.632, mIoU: 0.070
2023-07-24 11:07:58,780 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.640, mIoU: 0.069
2023-07-24 11:07:58,794 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.645, mIoU: 0.077
2023-07-24 11:07:58,810 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.670, mIoU: 0.078
2023-07-24 11:07:58,824 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.651, mIoU: 0.078
2023-07-24 11:07:58,839 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.668, mIoU: 0.080
2023-07-24 11:07:58,854 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.652, mIoU: 0.074
2023-07-24 11:07:58,867 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.667, mIoU: 0.074
2023-07-24 11:07:58,880 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.669, mIoU: 0.073
2023-07-24 11:07:58,893 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.684, mIoU: 0.079
2023-07-24 11:07:58,908 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.688, mIoU: 0.078
2023-07-24 11:07:58,925 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.661, mIoU: 0.075
2023-07-24 11:07:58,939 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.666, mIoU: 0.075
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2023-07-24 11:07:58,969 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.652, mIoU: 0.072
2023-07-24 11:07:58,986 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.660, mIoU: 0.080
2023-07-24 11:07:59,002 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.656, mIoU: 0.076
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2023-07-24 11:07:59,043 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.681, mIoU: 0.079
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2023-07-24 11:07:59,073 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.694, mIoU: 0.080
2023-07-24 11:07:59,087 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.695, mIoU: 0.080
2023-07-24 11:07:59,102 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.701, mIoU: 0.084
2023-07-24 11:07:59,117 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.707, mIoU: 0.087
2023-07-24 11:07:59,131 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.711, mIoU: 0.086
2023-07-24 11:07:59,145 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.708, mIoU: 0.089
2023-07-24 11:07:59,159 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.710, mIoU: 0.090
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2023-07-24 11:07:59,190 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.718, mIoU: 0.092
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2023-07-24 11:07:59,222 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.719, mIoU: 0.091
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2023-07-24 11:07:59,251 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.717, mIoU: 0.090
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2023-07-24 11:08:00,001 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.722, mIoU: 0.108
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2023-07-24 11:08:00,360 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.719, mIoU: 0.108
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2023-07-24 11:08:07,372 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,387 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,401 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,415 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,429 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,443 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,458 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,473 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,488 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,502 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,517 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,531 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,544 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,559 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,573 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,590 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,605 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,619 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,631 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,643 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,657 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.739, mIoU: 0.116
2023-07-24 11:08:07,670 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,684 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,696 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,708 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,722 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,739 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,753 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,768 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,780 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.740, mIoU: 0.116
2023-07-24 11:08:07,794 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,807 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,821 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,836 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,851 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,866 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,881 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,896 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,909 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,924 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,939 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,953 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,966 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,980 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:07,995 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,010 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,022 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,036 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,051 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,066 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,078 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,090 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,100 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,114 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,129 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,143 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,158 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,172 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.741, mIoU: 0.116
2023-07-24 11:08:08,187 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,204 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,218 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,230 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,245 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,258 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,273 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.742, mIoU: 0.116
2023-07-24 11:08:08,287 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,301 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.743, mIoU: 0.116
2023-07-24 11:08:08,314 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,326 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,341 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,354 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,367 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,381 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,395 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,410 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,422 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,436 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.741, mIoU: 0.115
2023-07-24 11:08:08,449 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,462 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,476 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,491 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.742, mIoU: 0.115
2023-07-24 11:08:08,505 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,519 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,534 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,548 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,561 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,576 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,590 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,606 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,621 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,635 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,650 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,663 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,676 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,688 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,703 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,719 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,732 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:08,744 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,759 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:08,772 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:08,787 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,802 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,816 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,829 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,844 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,857 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,872 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,887 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,901 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:08,917 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:08,930 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:08,945 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:08,961 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:08,974 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:08,987 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,002 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,018 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,033 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,047 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,061 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,073 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,087 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,099 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,113 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:09,129 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,142 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:09,156 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,169 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,183 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,197 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,210 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,222 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,237 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,252 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,265 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,279 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,294 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,309 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,322 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.746, mIoU: 0.115
2023-07-24 11:08:09,336 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:09,351 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,367 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,381 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,395 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,408 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,423 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,436 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,450 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,465 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,480 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,493 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,508 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,524 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,539 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,555 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,568 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,580 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,594 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,607 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,619 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,631 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.744, mIoU: 0.114
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2023-07-24 11:08:09,670 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,684 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.744, mIoU: 0.114
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2023-07-24 11:08:09,713 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:09,728 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,740 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,752 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,767 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,781 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,796 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.745, mIoU: 0.114
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2023-07-24 11:08:09,823 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.745, mIoU: 0.113
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2023-07-24 11:08:09,850 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.745, mIoU: 0.113
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2023-07-24 11:08:09,881 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.745, mIoU: 0.114
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2023-07-24 11:08:09,910 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.745, mIoU: 0.114
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2023-07-24 11:08:09,936 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,951 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:09,969 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.746, mIoU: 0.114
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2023-07-24 11:08:09,999 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.746, mIoU: 0.113
2023-07-24 11:08:10,011 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,025 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.745, mIoU: 0.112
2023-07-24 11:08:10,037 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,051 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.745, mIoU: 0.112
2023-07-24 11:08:10,063 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.745, mIoU: 0.112
2023-07-24 11:08:10,077 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,091 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,103 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.745, mIoU: 0.112
2023-07-24 11:08:10,117 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.745, mIoU: 0.112
2023-07-24 11:08:10,131 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,145 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,159 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,172 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.746, mIoU: 0.113
2023-07-24 11:08:10,186 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.746, mIoU: 0.113
2023-07-24 11:08:10,200 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.746, mIoU: 0.113
2023-07-24 11:08:10,213 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.746, mIoU: 0.114
2023-07-24 11:08:10,227 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.746, mIoU: 0.113
2023-07-24 11:08:10,241 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,253 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,265 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,278 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,293 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,307 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.745, mIoU: 0.113
2023-07-24 11:08:10,322 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,337 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.743, mIoU: 0.112
2023-07-24 11:08:10,348 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,362 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,378 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,392 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.744, mIoU: 0.112
2023-07-24 11:08:10,405 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.744, mIoU: 0.112
2023-07-24 11:08:10,419 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.744, mIoU: 0.112
2023-07-24 11:08:10,433 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,446 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,460 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,475 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:10,489 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.743, mIoU: 0.112
2023-07-24 11:08:10,502 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.743, mIoU: 0.112
2023-07-24 11:08:10,513 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:10,530 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:10,544 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:10,558 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:10,571 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:10,586 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,600 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:10,615 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:10,629 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:10,642 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,657 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,669 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,684 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,698 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,710 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,725 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,738 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:10,752 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,767 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,781 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,795 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,809 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,823 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,837 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,853 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,867 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,883 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,898 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,909 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,923 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,935 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,950 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,964 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:10,980 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:10,994 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,008 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,023 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,037 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,052 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,067 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,079 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,094 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,108 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,122 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,135 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,149 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,163 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,179 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:11,191 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,206 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,220 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,233 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,247 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,262 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,276 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,291 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:11,304 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,318 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,333 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,347 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,362 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,377 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,392 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,404 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,417 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,432 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,444 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,457 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,471 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,486 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,500 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,516 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,528 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,541 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,556 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:11,571 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:11,583 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,597 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,610 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,625 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,638 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,654 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.743, mIoU: 0.114
2023-07-24 11:08:11,669 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,683 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,692 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,708 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,724 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,737 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,751 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,765 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,780 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,793 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,807 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,822 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,837 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,852 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,866 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,882 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,898 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,910 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,924 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.745, mIoU: 0.114
2023-07-24 11:08:11,939 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:11,952 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:11,964 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:11,978 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:11,994 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:12,010 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.743, mIoU: 0.113
2023-07-24 11:08:12,018 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.744, mIoU: 0.113
2023-07-24 11:08:12,031 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,044 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,056 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,067 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,081 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,096 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,111 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,124 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,137 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,151 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.744, mIoU: 0.114
2023-07-24 11:08:12,163 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,178 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,191 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,205 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.743, mIoU: 0.115
2023-07-24 11:08:12,220 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,235 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,250 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,261 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,273 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,287 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,301 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,315 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,329 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,341 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,353 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,365 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,378 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:12,388 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,402 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:12,414 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,428 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,443 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,458 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,471 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,485 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,500 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,514 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,529 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.744, mIoU: 0.115
2023-07-24 11:08:12,543 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:12,557 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.745, mIoU: 0.115
2023-07-24 11:08:12,571 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,586 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,598 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,611 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,625 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,638 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,653 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,666 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,681 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:12,695 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,713 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,728 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,741 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,756 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,771 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,785 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,800 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,812 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:12,827 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,841 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.747, mIoU: 0.116
2023-07-24 11:08:12,856 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,870 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:12,885 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:12,900 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.747, mIoU: 0.117
2023-07-24 11:08:12,915 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.747, mIoU: 0.117
2023-07-24 11:08:12,929 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:12,943 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.747, mIoU: 0.117
2023-07-24 11:08:12,955 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.747, mIoU: 0.117
2023-07-24 11:08:12,970 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:12,982 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:12,994 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,009 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,023 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,037 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,051 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,065 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,080 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,095 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,110 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,125 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,137 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,152 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.745, mIoU: 0.117
2023-07-24 11:08:13,164 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.745, mIoU: 0.117
2023-07-24 11:08:13,179 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.745, mIoU: 0.117
2023-07-24 11:08:13,193 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.745, mIoU: 0.117
2023-07-24 11:08:13,206 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,220 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,233 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,247 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,262 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,277 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,291 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.745, mIoU: 0.116
2023-07-24 11:08:13,306 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,318 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,330 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,345 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.746, mIoU: 0.116
2023-07-24 11:08:13,358 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,371 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,386 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.746, mIoU: 0.117
2023-07-24 11:08:13,401 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.746, mIoU: 0.117
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2023-07-24 11:08:13,439 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.745, mIoU: 0.117
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2023-07-24 11:08:13,541 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.745, mIoU: 0.117
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2023-07-24 11:08:13,677 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.745, mIoU: 0.116
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2023-07-24 11:08:13,772 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.744, mIoU: 0.116
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2023-07-24 11:08:13,814 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.744, mIoU: 0.116
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2023-07-24 11:08:13,841 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.744, mIoU: 0.116
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2023-07-24 11:08:14,213 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.743, mIoU: 0.118
2023-07-24 11:08:14,228 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.743, mIoU: 0.118
2023-07-24 11:08:14,242 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.744, mIoU: 0.118
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2023-07-24 11:08:14,267 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.743, mIoU: 0.117
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2023-07-24 11:08:14,296 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.743, mIoU: 0.117
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2023-07-24 11:08:15,538 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.742, mIoU: 0.117
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2023-07-24 11:08:15,570 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,581 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,596 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,612 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,624 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,639 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,654 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,669 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,682 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,695 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,709 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,723 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,738 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,750 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,764 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,776 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,788 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,802 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,816 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,830 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,844 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:15,859 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:15,871 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:15,885 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:15,898 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:15,912 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,926 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,938 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.740, mIoU: 0.117
2023-07-24 11:08:15,950 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,966 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,981 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:15,996 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:16,009 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:16,021 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:16,036 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.741, mIoU: 0.117
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2023-07-24 11:08:16,065 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.741, mIoU: 0.117
2023-07-24 11:08:16,079 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,093 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,108 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,122 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,137 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,151 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,166 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,179 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,192 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.741, mIoU: 0.118
2023-07-24 11:08:16,207 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.742, mIoU: 0.118
2023-07-24 11:08:16,219 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.742, mIoU: 0.118
2023-07-24 11:08:16,233 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.741, mIoU: 0.118
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2023-07-24 11:08:16,275 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.742, mIoU: 0.118
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2023-07-24 11:08:16,303 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.741, mIoU: 0.119
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2023-07-24 11:08:16,345 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.741, mIoU: 0.119
2023-07-24 11:08:16,359 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.741, mIoU: 0.119
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2023-07-24 11:08:16,902 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.741, mIoU: 0.119
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2023-07-24 11:08:18,210 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,223 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,237 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,252 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,266 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,280 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,293 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,307 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,321 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,335 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,349 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,363 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,378 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,392 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,404 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,419 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,432 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,448 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,462 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,477 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,492 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,506 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,520 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,530 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,545 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,558 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,572 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,587 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,601 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,616 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,628 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,639 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,654 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,668 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,682 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,694 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,708 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,722 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,735 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,749 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,762 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,775 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,789 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,801 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,815 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,829 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,843 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,855 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,869 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,883 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,896 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,911 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,923 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,937 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.743, mIoU: 0.121
2023-07-24 11:08:18,951 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:18,967 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.742, mIoU: 0.121
2023-07-24 11:08:35,335 semantic_segmentation INFO: Iters: 810/150000 || Lr: 0.019903 || Task Loss: 0.8162 || KD Loss: 0.4419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:19 || Estimated Time: 2 days, 20:31:17
2023-07-24 11:08:51,730 semantic_segmentation INFO: Iters: 820/150000 || Lr: 0.019902 || Task Loss: 1.0863 || KD Loss: 0.4826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:36 || Estimated Time: 2 days, 20:30:36
2023-07-24 11:09:08,098 semantic_segmentation INFO: Iters: 830/150000 || Lr: 0.019900 || Task Loss: 0.9086 || KD Loss: 0.3697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3207|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:52 || Estimated Time: 2 days, 20:29:55
2023-07-24 11:09:24,511 semantic_segmentation INFO: Iters: 840/150000 || Lr: 0.019899 || Task Loss: 1.1630 || KD Loss: 0.4977|| 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: 0:23:08 || Estimated Time: 2 days, 20:29:15
2023-07-24 11:09:40,999 semantic_segmentation INFO: Iters: 850/150000 || Lr: 0.019898 || Task Loss: 1.2180 || KD Loss: 0.4605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3130|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:25 || Estimated Time: 2 days, 20:28:51
2023-07-24 11:09:57,484 semantic_segmentation INFO: Iters: 860/150000 || Lr: 0.019897 || Task Loss: 1.3845 || KD Loss: 0.6384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:41 || Estimated Time: 2 days, 20:28:21
2023-07-24 11:10:17,274 semantic_segmentation INFO: Iters: 870/150000 || Lr: 0.019896 || Task Loss: 1.1523 || KD Loss: 0.5659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:01 || Estimated Time: 2 days, 20:37:06
2023-07-24 11:10:33,925 semantic_segmentation INFO: Iters: 880/150000 || Lr: 0.019894 || Task Loss: 0.7952 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:18 || Estimated Time: 2 days, 20:37:23
2023-07-24 11:10:50,321 semantic_segmentation INFO: Iters: 890/150000 || Lr: 0.019893 || Task Loss: 1.3954 || KD Loss: 0.6483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:34 || Estimated Time: 2 days, 20:36:40
2023-07-24 11:11:06,662 semantic_segmentation INFO: Iters: 900/150000 || Lr: 0.019892 || Task Loss: 1.3281 || KD Loss: 0.6512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:51 || Estimated Time: 2 days, 20:35:43
2023-07-24 11:11:23,080 semantic_segmentation INFO: Iters: 910/150000 || Lr: 0.019891 || Task Loss: 0.9612 || KD Loss: 0.4614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:07 || Estimated Time: 2 days, 20:35:04
2023-07-24 11:11:39,574 semantic_segmentation INFO: Iters: 920/150000 || Lr: 0.019890 || Task Loss: 1.8795 || KD Loss: 0.9112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:24 || Estimated Time: 2 days, 20:34:40
2023-07-24 11:11:56,034 semantic_segmentation INFO: Iters: 930/150000 || Lr: 0.019888 || Task Loss: 1.1295 || KD Loss: 0.6095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:40 || Estimated Time: 2 days, 20:34:03
2023-07-24 11:12:12,438 semantic_segmentation INFO: Iters: 940/150000 || Lr: 0.019887 || Task Loss: 1.2609 || KD Loss: 0.7002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:56 || Estimated Time: 2 days, 20:33:23
2023-07-24 11:12:28,797 semantic_segmentation INFO: Iters: 950/150000 || Lr: 0.019886 || Task Loss: 1.3324 || KD Loss: 0.7066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:13 || Estimated Time: 2 days, 20:32:34
2023-07-24 11:12:45,194 semantic_segmentation INFO: Iters: 960/150000 || Lr: 0.019885 || Task Loss: 1.1653 || KD Loss: 0.4986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:29 || Estimated Time: 2 days, 20:31:56
2023-07-24 11:13:01,658 semantic_segmentation INFO: Iters: 970/150000 || Lr: 0.019884 || Task Loss: 1.7608 || KD Loss: 0.6809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:46 || Estimated Time: 2 days, 20:31:26
2023-07-24 11:13:18,088 semantic_segmentation INFO: Iters: 980/150000 || Lr: 0.019882 || Task Loss: 1.4759 || KD Loss: 0.9039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3002|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:02 || Estimated Time: 2 days, 20:30:50
2023-07-24 11:13:34,493 semantic_segmentation INFO: Iters: 990/150000 || Lr: 0.019881 || Task Loss: 1.4001 || KD Loss: 0.6215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:18 || Estimated Time: 2 days, 20:30:12
2023-07-24 11:13:50,834 semantic_segmentation INFO: Iters: 1000/150000 || Lr: 0.019880 || Task Loss: 0.9975 || KD Loss: 0.4127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3005|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:35 || Estimated Time: 2 days, 20:29:25
2023-07-24 11:14:07,210 semantic_segmentation INFO: Iters: 1010/150000 || Lr: 0.019879 || Task Loss: 1.0482 || KD Loss: 0.4371|| 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: 0:27:51 || Estimated Time: 2 days, 20:28:42
2023-07-24 11:14:23,601 semantic_segmentation INFO: Iters: 1020/150000 || Lr: 0.019878 || Task Loss: 1.9109 || KD Loss: 0.9969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:08 || Estimated Time: 2 days, 20:28:05
2023-07-24 11:14:40,039 semantic_segmentation INFO: Iters: 1030/150000 || Lr: 0.019876 || Task Loss: 0.8923 || KD Loss: 0.3399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:24 || Estimated Time: 2 days, 20:27:31
2023-07-24 11:14:56,454 semantic_segmentation INFO: Iters: 1040/150000 || Lr: 0.019875 || Task Loss: 1.3956 || KD Loss: 0.5457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:40 || Estimated Time: 2 days, 20:26:59
2023-07-24 11:15:12,840 semantic_segmentation INFO: Iters: 1050/150000 || Lr: 0.019874 || Task Loss: 1.0265 || KD Loss: 0.4630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:57 || Estimated Time: 2 days, 20:26:18
2023-07-24 11:15:29,224 semantic_segmentation INFO: Iters: 1060/150000 || Lr: 0.019873 || Task Loss: 1.7100 || KD Loss: 0.8657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:13 || Estimated Time: 2 days, 20:25:42
2023-07-24 11:15:45,609 semantic_segmentation INFO: Iters: 1070/150000 || Lr: 0.019872 || Task Loss: 1.5813 || KD Loss: 0.6975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:30 || Estimated Time: 2 days, 20:25:04
2023-07-24 11:16:02,078 semantic_segmentation INFO: Iters: 1080/150000 || Lr: 0.019870 || Task Loss: 1.4130 || KD Loss: 0.5819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:46 || Estimated Time: 2 days, 20:24:36
2023-07-24 11:16:18,594 semantic_segmentation INFO: Iters: 1090/150000 || Lr: 0.019869 || Task Loss: 1.4239 || KD Loss: 0.7530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3072|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:03 || Estimated Time: 2 days, 20:24:13
2023-07-24 11:16:35,018 semantic_segmentation INFO: Iters: 1100/150000 || Lr: 0.019868 || Task Loss: 0.9735 || KD Loss: 0.4189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:19 || Estimated Time: 2 days, 20:23:46
2023-07-24 11:16:51,565 semantic_segmentation INFO: Iters: 1110/150000 || Lr: 0.019867 || Task Loss: 1.6425 || KD Loss: 0.7135|| 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: 0:30:36 || Estimated Time: 2 days, 20:23:27
2023-07-24 11:17:07,926 semantic_segmentation INFO: Iters: 1120/150000 || Lr: 0.019866 || Task Loss: 1.8428 || KD Loss: 1.0101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:52 || Estimated Time: 2 days, 20:22:52
2023-07-24 11:17:24,345 semantic_segmentation INFO: Iters: 1130/150000 || Lr: 0.019864 || Task Loss: 1.4246 || KD Loss: 0.7027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:08 || Estimated Time: 2 days, 20:22:19
2023-07-24 11:17:40,877 semantic_segmentation INFO: Iters: 1140/150000 || Lr: 0.019863 || Task Loss: 1.2004 || KD Loss: 0.5705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3084|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:25 || Estimated Time: 2 days, 20:21:57
2023-07-24 11:17:57,266 semantic_segmentation INFO: Iters: 1150/150000 || Lr: 0.019862 || Task Loss: 1.6658 || KD Loss: 0.6379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:41 || Estimated Time: 2 days, 20:21:25
2023-07-24 11:18:13,679 semantic_segmentation INFO: Iters: 1160/150000 || Lr: 0.019861 || Task Loss: 1.4200 || KD Loss: 0.6810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:58 || Estimated Time: 2 days, 20:20:50
2023-07-24 11:18:30,080 semantic_segmentation INFO: Iters: 1170/150000 || Lr: 0.019860 || Task Loss: 1.1664 || KD Loss: 0.5268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 20:20:22
2023-07-24 11:18:46,462 semantic_segmentation INFO: Iters: 1180/150000 || Lr: 0.019858 || Task Loss: 1.0118 || KD Loss: 0.4587|| 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: 0:32:30 || Estimated Time: 2 days, 20:19:46
2023-07-24 11:19:02,841 semantic_segmentation INFO: Iters: 1190/150000 || Lr: 0.019857 || Task Loss: 1.3235 || KD Loss: 0.5762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:47 || Estimated Time: 2 days, 20:19:07
2023-07-24 11:19:19,200 semantic_segmentation INFO: Iters: 1200/150000 || Lr: 0.019856 || Task Loss: 1.1512 || KD Loss: 0.5080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:03 || Estimated Time: 2 days, 20:18:35
2023-07-24 11:19:35,616 semantic_segmentation INFO: Iters: 1210/150000 || Lr: 0.019855 || Task Loss: 1.0330 || KD Loss: 0.3881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:20 || Estimated Time: 2 days, 20:18:01
2023-07-24 11:19:52,015 semantic_segmentation INFO: Iters: 1220/150000 || Lr: 0.019854 || Task Loss: 1.5487 || KD Loss: 0.7275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:36 || Estimated Time: 2 days, 20:17:28
2023-07-24 11:20:08,389 semantic_segmentation INFO: Iters: 1230/150000 || Lr: 0.019852 || Task Loss: 0.9545 || KD Loss: 0.3203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:52 || Estimated Time: 2 days, 20:16:54
2023-07-24 11:20:24,768 semantic_segmentation INFO: Iters: 1240/150000 || Lr: 0.019851 || Task Loss: 0.9843 || KD Loss: 0.4799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:09 || Estimated Time: 2 days, 20:16:20
2023-07-24 11:20:41,131 semantic_segmentation INFO: Iters: 1250/150000 || Lr: 0.019850 || Task Loss: 1.4019 || KD Loss: 0.7102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:25 || Estimated Time: 2 days, 20:15:45
2023-07-24 11:20:57,526 semantic_segmentation INFO: Iters: 1260/150000 || Lr: 0.019849 || Task Loss: 1.1640 || KD Loss: 0.4680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:42 || Estimated Time: 2 days, 20:15:13
2023-07-24 11:21:13,918 semantic_segmentation INFO: Iters: 1270/150000 || Lr: 0.019848 || Task Loss: 1.3616 || KD Loss: 0.5932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:58 || Estimated Time: 2 days, 20:14:42
2023-07-24 11:21:30,305 semantic_segmentation INFO: Iters: 1280/150000 || Lr: 0.019846 || Task Loss: 1.7696 || KD Loss: 0.9099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:14 || Estimated Time: 2 days, 20:14:10
2023-07-24 11:21:46,692 semantic_segmentation INFO: Iters: 1290/150000 || Lr: 0.019845 || Task Loss: 1.3428 || KD Loss: 0.6119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:31 || Estimated Time: 2 days, 20:13:39
2023-07-24 11:22:03,043 semantic_segmentation INFO: Iters: 1300/150000 || Lr: 0.019844 || Task Loss: 1.1397 || KD Loss: 0.5479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:47 || Estimated Time: 2 days, 20:13:02
2023-07-24 11:22:19,465 semantic_segmentation INFO: Iters: 1310/150000 || Lr: 0.019843 || Task Loss: 1.3240 || KD Loss: 0.5686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3258|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:03 || Estimated Time: 2 days, 20:12:35
2023-07-24 11:22:35,838 semantic_segmentation INFO: Iters: 1320/150000 || Lr: 0.019842 || Task Loss: 1.0087 || KD Loss: 0.4061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:20 || Estimated Time: 2 days, 20:12:02
2023-07-24 11:22:52,220 semantic_segmentation INFO: Iters: 1330/150000 || Lr: 0.019840 || Task Loss: 1.0408 || KD Loss: 0.4769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:36 || Estimated Time: 2 days, 20:11:34
2023-07-24 11:23:08,587 semantic_segmentation INFO: Iters: 1340/150000 || Lr: 0.019839 || Task Loss: 1.2233 || KD Loss: 0.5248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:53 || Estimated Time: 2 days, 20:11:02
2023-07-24 11:23:25,095 semantic_segmentation INFO: Iters: 1350/150000 || Lr: 0.019838 || Task Loss: 1.1866 || KD Loss: 0.4865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:09 || Estimated Time: 2 days, 20:10:45
2023-07-24 11:23:41,552 semantic_segmentation INFO: Iters: 1360/150000 || Lr: 0.019837 || Task Loss: 1.0156 || KD Loss: 0.5269|| 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: 0:37:26 || Estimated Time: 2 days, 20:10:20
2023-07-24 11:23:57,934 semantic_segmentation INFO: Iters: 1370/150000 || Lr: 0.019836 || Task Loss: 1.0755 || KD Loss: 0.5205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:42 || Estimated Time: 2 days, 20:09:49
2023-07-24 11:24:14,285 semantic_segmentation INFO: Iters: 1380/150000 || Lr: 0.019834 || Task Loss: 1.5503 || KD Loss: 0.6769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:58 || Estimated Time: 2 days, 20:09:18
2023-07-24 11:24:30,709 semantic_segmentation INFO: Iters: 1390/150000 || Lr: 0.019833 || Task Loss: 1.0301 || KD Loss: 0.4072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:15 || Estimated Time: 2 days, 20:08:54
2023-07-24 11:24:47,093 semantic_segmentation INFO: Iters: 1400/150000 || Lr: 0.019832 || Task Loss: 1.3831 || KD Loss: 0.5430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3109|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:31 || Estimated Time: 2 days, 20:08:24
2023-07-24 11:25:03,593 semantic_segmentation INFO: Iters: 1410/150000 || Lr: 0.019831 || Task Loss: 1.0481 || KD Loss: 0.4060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:48 || Estimated Time: 2 days, 20:08:04
2023-07-24 11:25:20,031 semantic_segmentation INFO: Iters: 1420/150000 || Lr: 0.019830 || Task Loss: 1.0526 || KD Loss: 0.4762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2836|| 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: 0:39:04 || Estimated Time: 2 days, 20:07:40
2023-07-24 11:25:36,480 semantic_segmentation INFO: Iters: 1430/150000 || Lr: 0.019828 || Task Loss: 1.3250 || KD Loss: 0.7069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:20 || Estimated Time: 2 days, 20:07:17
2023-07-24 11:25:52,921 semantic_segmentation INFO: Iters: 1440/150000 || Lr: 0.019827 || Task Loss: 1.1369 || KD Loss: 0.5618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:37 || Estimated Time: 2 days, 20:06:53
2023-07-24 11:26:09,384 semantic_segmentation INFO: Iters: 1450/150000 || Lr: 0.019826 || Task Loss: 0.7187 || KD Loss: 0.2561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:53 || Estimated Time: 2 days, 20:06:34
2023-07-24 11:26:25,821 semantic_segmentation INFO: Iters: 1460/150000 || Lr: 0.019825 || Task Loss: 1.1170 || KD Loss: 0.5044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:10 || Estimated Time: 2 days, 20:06:10
2023-07-24 11:26:42,195 semantic_segmentation INFO: Iters: 1470/150000 || Lr: 0.019824 || Task Loss: 1.5095 || KD Loss: 0.7574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3067|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:26 || Estimated Time: 2 days, 20:05:39
2023-07-24 11:26:58,578 semantic_segmentation INFO: Iters: 1480/150000 || Lr: 0.019822 || Task Loss: 1.0652 || KD Loss: 0.4255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:43 || Estimated Time: 2 days, 20:05:14
2023-07-24 11:27:15,075 semantic_segmentation INFO: Iters: 1490/150000 || Lr: 0.019821 || Task Loss: 0.7506 || KD Loss: 0.3322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:59 || Estimated Time: 2 days, 20:04:54
2023-07-24 11:27:31,564 semantic_segmentation INFO: Iters: 1500/150000 || Lr: 0.019820 || Task Loss: 0.7701 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:16 || Estimated Time: 2 days, 20:04:35
2023-07-24 11:27:47,944 semantic_segmentation INFO: Iters: 1510/150000 || Lr: 0.019819 || Task Loss: 1.0374 || KD Loss: 0.4303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:32 || Estimated Time: 2 days, 20:04:08
2023-07-24 11:28:04,328 semantic_segmentation INFO: Iters: 1520/150000 || Lr: 0.019818 || Task Loss: 0.8828 || KD Loss: 0.3335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:48 || Estimated Time: 2 days, 20:03:42
2023-07-24 11:28:20,709 semantic_segmentation INFO: Iters: 1530/150000 || Lr: 0.019816 || Task Loss: 1.2950 || KD Loss: 0.6541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:05 || Estimated Time: 2 days, 20:03:10
2023-07-24 11:28:37,109 semantic_segmentation INFO: Iters: 1540/150000 || Lr: 0.019815 || Task Loss: 1.2015 || KD Loss: 0.5702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3006|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:21 || Estimated Time: 2 days, 20:02:47
2023-07-24 11:28:53,485 semantic_segmentation INFO: Iters: 1550/150000 || Lr: 0.019814 || Task Loss: 0.7004 || KD Loss: 0.2643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:37 || Estimated Time: 2 days, 20:02:19
2023-07-24 11:29:09,876 semantic_segmentation INFO: Iters: 1560/150000 || Lr: 0.019813 || Task Loss: 0.7936 || KD Loss: 0.3473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:54 || Estimated Time: 2 days, 20:01:53
2023-07-24 11:29:26,246 semantic_segmentation INFO: Iters: 1570/150000 || Lr: 0.019812 || Task Loss: 1.3293 || KD Loss: 0.5956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:10 || Estimated Time: 2 days, 20:01:20
2023-07-24 11:29:42,630 semantic_segmentation INFO: Iters: 1580/150000 || Lr: 0.019810 || Task Loss: 1.5335 || KD Loss: 0.8080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3010|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:27 || Estimated Time: 2 days, 20:00:53
2023-07-24 11:29:59,004 semantic_segmentation INFO: Iters: 1590/150000 || Lr: 0.019809 || Task Loss: 1.3211 || KD Loss: 0.6146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 20:00:25
2023-07-24 11:30:15,391 semantic_segmentation INFO: Iters: 1600/150000 || Lr: 0.019808 || Task Loss: 1.0582 || KD Loss: 0.4077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2925|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:59 || Estimated Time: 2 days, 19:59:58
2023-07-24 11:30:15,505 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:30:15,959 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.078
2023-07-24 11:30:15,971 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.512, mIoU: 0.065
2023-07-24 11:30:15,991 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.641, mIoU: 0.071
2023-07-24 11:30:16,004 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.547, mIoU: 0.075
2023-07-24 11:30:16,017 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.453, mIoU: 0.071
2023-07-24 11:30:16,029 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.446, mIoU: 0.071
2023-07-24 11:30:16,042 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.473, mIoU: 0.082
2023-07-24 11:30:16,056 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.487, mIoU: 0.104
2023-07-24 11:30:16,068 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.528, mIoU: 0.109
2023-07-24 11:30:16,081 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.565, mIoU: 0.114
2023-07-24 11:30:16,095 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.587, mIoU: 0.114
2023-07-24 11:30:16,110 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.618, mIoU: 0.116
2023-07-24 11:30:16,122 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.603, mIoU: 0.114
2023-07-24 11:30:16,136 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.618, mIoU: 0.115
2023-07-24 11:30:16,150 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.601, mIoU: 0.108
2023-07-24 11:30:16,162 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.607, mIoU: 0.108
2023-07-24 11:30:16,173 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.597, mIoU: 0.106
2023-07-24 11:30:16,185 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.600, mIoU: 0.105
2023-07-24 11:30:16,199 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.619, mIoU: 0.106
2023-07-24 11:30:16,215 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.636, mIoU: 0.115
2023-07-24 11:30:16,230 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.642, mIoU: 0.116
2023-07-24 11:30:16,244 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.631, mIoU: 0.114
2023-07-24 11:30:16,258 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.627, mIoU: 0.115
2023-07-24 11:30:16,273 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.643, mIoU: 0.127
2023-07-24 11:30:16,288 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.644, mIoU: 0.127
2023-07-24 11:30:16,301 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.645, mIoU: 0.126
2023-07-24 11:30:16,316 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.655, mIoU: 0.127
2023-07-24 11:30:16,326 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.664, mIoU: 0.127
2023-07-24 11:30:16,341 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.664, mIoU: 0.127
2023-07-24 11:30:16,355 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.676, mIoU: 0.127
2023-07-24 11:30:16,368 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.677, mIoU: 0.128
2023-07-24 11:30:16,383 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.682, mIoU: 0.130
2023-07-24 11:30:16,397 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.684, mIoU: 0.127
2023-07-24 11:30:16,411 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.690, mIoU: 0.127
2023-07-24 11:30:16,426 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.694, mIoU: 0.132
2023-07-24 11:30:16,442 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.701, mIoU: 0.135
2023-07-24 11:30:16,455 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.707, mIoU: 0.135
2023-07-24 11:30:16,467 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.714, mIoU: 0.172
2023-07-24 11:30:16,482 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.714, mIoU: 0.168
2023-07-24 11:30:16,494 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.715, mIoU: 0.171
2023-07-24 11:30:16,507 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.700, mIoU: 0.170
2023-07-24 11:30:16,522 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.708, mIoU: 0.170
2023-07-24 11:30:16,536 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.709, mIoU: 0.171
2023-07-24 11:30:16,549 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.713, mIoU: 0.171
2023-07-24 11:30:16,563 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.711, mIoU: 0.171
2023-07-24 11:30:16,578 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.715, mIoU: 0.171
2023-07-24 11:30:16,591 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.716, mIoU: 0.171
2023-07-24 11:30:16,603 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.717, mIoU: 0.173
2023-07-24 11:30:16,617 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.714, mIoU: 0.161
2023-07-24 11:30:16,633 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.717, mIoU: 0.161
2023-07-24 11:30:16,648 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.721, mIoU: 0.163
2023-07-24 11:30:16,663 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.723, mIoU: 0.161
2023-07-24 11:30:16,676 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.727, mIoU: 0.161
2023-07-24 11:30:16,691 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.728, mIoU: 0.161
2023-07-24 11:30:16,706 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.729, mIoU: 0.161
2023-07-24 11:30:16,719 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.729, mIoU: 0.160
2023-07-24 11:30:16,734 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.732, mIoU: 0.160
2023-07-24 11:30:16,751 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.738, mIoU: 0.160
2023-07-24 11:30:16,764 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.733, mIoU: 0.154
2023-07-24 11:30:16,779 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.726, mIoU: 0.183
2023-07-24 11:30:16,792 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.728, mIoU: 0.171
2023-07-24 11:30:16,807 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.731, mIoU: 0.171
2023-07-24 11:30:16,819 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.734, mIoU: 0.171
2023-07-24 11:30:16,837 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.737, mIoU: 0.177
2023-07-24 11:30:16,850 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.740, mIoU: 0.176
2023-07-24 11:30:16,865 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.742, mIoU: 0.177
2023-07-24 11:30:16,880 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.745, mIoU: 0.177
2023-07-24 11:30:16,893 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.748, mIoU: 0.182
2023-07-24 11:30:16,907 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.751, mIoU: 0.185
2023-07-24 11:30:16,922 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.749, mIoU: 0.185
2023-07-24 11:30:16,937 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.750, mIoU: 0.185
2023-07-24 11:30:16,950 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.752, mIoU: 0.186
2023-07-24 11:30:16,965 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.753, mIoU: 0.186
2023-07-24 11:30:16,979 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.756, mIoU: 0.186
2023-07-24 11:30:16,993 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.752, mIoU: 0.159
2023-07-24 11:30:17,007 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.750, mIoU: 0.157
2023-07-24 11:30:17,021 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.750, mIoU: 0.157
2023-07-24 11:30:17,030 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.750, mIoU: 0.157
2023-07-24 11:30:17,045 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.751, mIoU: 0.166
2023-07-24 11:30:17,061 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.753, mIoU: 0.169
2023-07-24 11:30:17,073 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.755, mIoU: 0.173
2023-07-24 11:30:17,088 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.752, mIoU: 0.172
2023-07-24 11:30:17,102 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.751, mIoU: 0.171
2023-07-24 11:30:17,116 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.748, mIoU: 0.170
2023-07-24 11:30:17,131 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.750, mIoU: 0.172
2023-07-24 11:30:17,146 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.750, mIoU: 0.172
2023-07-24 11:30:17,161 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.752, mIoU: 0.172
2023-07-24 11:30:17,175 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.751, mIoU: 0.170
2023-07-24 11:30:17,190 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.751, mIoU: 0.170
2023-07-24 11:30:17,203 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.748, mIoU: 0.168
2023-07-24 11:30:17,217 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.750, mIoU: 0.169
2023-07-24 11:30:17,232 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.752, mIoU: 0.171
2023-07-24 11:30:17,247 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.752, mIoU: 0.173
2023-07-24 11:30:17,261 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.747, mIoU: 0.172
2023-07-24 11:30:17,276 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.746, mIoU: 0.172
2023-07-24 11:30:17,290 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.748, mIoU: 0.172
2023-07-24 11:30:17,303 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.750, mIoU: 0.172
2023-07-24 11:30:17,316 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.752, mIoU: 0.178
2023-07-24 11:30:17,330 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.753, mIoU: 0.178
2023-07-24 11:30:17,343 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.754, mIoU: 0.180
2023-07-24 11:30:17,358 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.755, mIoU: 0.180
2023-07-24 11:30:17,372 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.754, mIoU: 0.179
2023-07-24 11:30:17,385 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.756, mIoU: 0.179
2023-07-24 11:30:17,399 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.754, mIoU: 0.178
2023-07-24 11:30:17,413 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.754, mIoU: 0.179
2023-07-24 11:30:17,425 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.756, mIoU: 0.188
2023-07-24 11:30:17,441 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.756, mIoU: 0.187
2023-07-24 11:30:17,456 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.758, mIoU: 0.187
2023-07-24 11:30:17,470 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.759, mIoU: 0.188
2023-07-24 11:30:17,483 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.760, mIoU: 0.188
2023-07-24 11:30:17,495 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.758, mIoU: 0.186
2023-07-24 11:30:17,508 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.758, mIoU: 0.186
2023-07-24 11:30:17,523 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.759, mIoU: 0.186
2023-07-24 11:30:17,537 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.756, mIoU: 0.186
2023-07-24 11:30:17,552 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.753, mIoU: 0.184
2023-07-24 11:30:17,565 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.753, mIoU: 0.184
2023-07-24 11:30:17,578 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.751, mIoU: 0.184
2023-07-24 11:30:17,592 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.753, mIoU: 0.184
2023-07-24 11:30:17,606 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.754, mIoU: 0.184
2023-07-24 11:30:17,620 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.755, mIoU: 0.187
2023-07-24 11:30:17,635 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.751, mIoU: 0.185
2023-07-24 11:30:17,648 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.752, mIoU: 0.185
2023-07-24 11:30:17,661 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.752, mIoU: 0.185
2023-07-24 11:30:17,676 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.751, mIoU: 0.186
2023-07-24 11:30:17,691 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.753, mIoU: 0.186
2023-07-24 11:30:17,699 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.752, mIoU: 0.185
2023-07-24 11:30:17,711 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.753, mIoU: 0.186
2023-07-24 11:30:17,726 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.749, mIoU: 0.185
2023-07-24 11:30:17,734 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.750, mIoU: 0.187
2023-07-24 11:30:17,747 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.751, mIoU: 0.188
2023-07-24 11:30:17,761 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.753, mIoU: 0.188
2023-07-24 11:30:17,776 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.754, mIoU: 0.193
2023-07-24 11:30:17,788 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.755, mIoU: 0.195
2023-07-24 11:30:17,803 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.754, mIoU: 0.192
2023-07-24 11:30:17,816 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.754, mIoU: 0.193
2023-07-24 11:30:17,828 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.756, mIoU: 0.194
2023-07-24 11:30:17,843 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.754, mIoU: 0.193
2023-07-24 11:30:17,856 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.755, mIoU: 0.193
2023-07-24 11:30:17,870 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.751, mIoU: 0.190
2023-07-24 11:30:17,883 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.752, mIoU: 0.190
2023-07-24 11:30:17,897 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.753, mIoU: 0.194
2023-07-24 11:30:17,912 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.748, mIoU: 0.192
2023-07-24 11:30:17,926 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.748, mIoU: 0.192
2023-07-24 11:30:17,941 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.748, mIoU: 0.192
2023-07-24 11:30:17,957 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.748, mIoU: 0.194
2023-07-24 11:30:17,971 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.747, mIoU: 0.195
2023-07-24 11:30:17,986 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.747, mIoU: 0.195
2023-07-24 11:30:18,000 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.746, mIoU: 0.195
2023-07-24 11:30:18,011 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.747, mIoU: 0.211
2023-07-24 11:30:18,026 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.746, mIoU: 0.209
2023-07-24 11:30:18,041 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.746, mIoU: 0.211
2023-07-24 11:30:18,054 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.747, mIoU: 0.211
2023-07-24 11:30:18,068 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.748, mIoU: 0.211
2023-07-24 11:30:18,081 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.749, mIoU: 0.211
2023-07-24 11:30:18,094 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.749, mIoU: 0.211
2023-07-24 11:30:18,109 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.749, mIoU: 0.211
2023-07-24 11:30:18,124 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.750, mIoU: 0.210
2023-07-24 11:30:18,139 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.751, mIoU: 0.214
2023-07-24 11:30:18,155 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.751, mIoU: 0.212
2023-07-24 11:30:18,170 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.750, mIoU: 0.211
2023-07-24 11:30:18,185 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.751, mIoU: 0.211
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2023-07-24 11:30:20,969 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.757, mIoU: 0.218
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2023-07-24 11:30:21,109 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.756, mIoU: 0.216
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2023-07-24 11:30:21,225 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.759, mIoU: 0.216
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2023-07-24 11:30:21,337 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.762, mIoU: 0.216
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2023-07-24 11:30:21,364 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.762, mIoU: 0.218
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2023-07-24 11:30:21,420 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.763, mIoU: 0.218
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2023-07-24 11:30:21,521 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.764, mIoU: 0.218
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2023-07-24 11:30:21,563 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.765, mIoU: 0.219
2023-07-24 11:30:21,576 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.766, mIoU: 0.219
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2023-07-24 11:30:21,606 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.767, mIoU: 0.220
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2023-07-24 11:30:21,678 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.767, mIoU: 0.219
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2023-07-24 11:30:21,826 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.767, mIoU: 0.218
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2023-07-24 11:30:21,869 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.764, mIoU: 0.217
2023-07-24 11:30:21,881 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.764, mIoU: 0.216
2023-07-24 11:30:21,896 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.764, mIoU: 0.215
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2023-07-24 11:30:21,924 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.765, mIoU: 0.218
2023-07-24 11:30:21,936 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.765, mIoU: 0.220
2023-07-24 11:30:21,951 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.765, mIoU: 0.222
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2023-07-24 11:30:22,206 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.767, mIoU: 0.224
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2023-07-24 11:30:22,387 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.767, mIoU: 0.220
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2023-07-24 11:30:22,447 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.767, mIoU: 0.222
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2023-07-24 11:30:22,503 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.767, mIoU: 0.222
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2023-07-24 11:30:22,592 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.767, mIoU: 0.226
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2023-07-24 11:30:22,619 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.768, mIoU: 0.226
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2023-07-24 11:30:22,645 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.768, mIoU: 0.227
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2023-07-24 11:30:22,753 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.769, mIoU: 0.229
2023-07-24 11:30:22,767 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.770, mIoU: 0.229
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2023-07-24 11:30:22,792 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.770, mIoU: 0.228
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2023-07-24 11:30:22,819 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.769, mIoU: 0.227
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2023-07-24 11:30:22,856 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.770, mIoU: 0.227
2023-07-24 11:30:22,871 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.770, mIoU: 0.227
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2023-07-24 11:30:22,913 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.771, mIoU: 0.229
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2023-07-24 11:30:23,212 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.769, mIoU: 0.229
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2023-07-24 11:30:23,254 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.768, mIoU: 0.228
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2023-07-24 11:30:23,296 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.767, mIoU: 0.227
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2023-07-24 11:30:23,323 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.766, mIoU: 0.230
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2023-07-24 11:30:23,751 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.767, mIoU: 0.231
2023-07-24 11:30:23,764 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.767, mIoU: 0.231
2023-07-24 11:30:23,778 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,793 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,808 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.766, mIoU: 0.230
2023-07-24 11:30:23,823 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,835 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:23,850 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,865 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,881 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:23,891 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:23,905 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:23,920 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:23,933 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:23,947 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.765, mIoU: 0.232
2023-07-24 11:30:23,960 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.765, mIoU: 0.232
2023-07-24 11:30:23,975 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.766, mIoU: 0.231
2023-07-24 11:30:23,990 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,004 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,017 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,029 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,041 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,056 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,070 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,085 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,099 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.766, mIoU: 0.232
2023-07-24 11:30:24,114 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.766, mIoU: 0.233
2023-07-24 11:30:24,126 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.766, mIoU: 0.233
2023-07-24 11:30:24,141 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.767, mIoU: 0.233
2023-07-24 11:30:24,156 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.767, mIoU: 0.233
2023-07-24 11:30:24,169 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:24,183 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:24,198 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,212 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:24,226 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.767, mIoU: 0.232
2023-07-24 11:30:24,240 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,252 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,266 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,280 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,294 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,308 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,323 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,334 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.768, mIoU: 0.232
2023-07-24 11:30:24,349 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,363 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,378 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,390 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,405 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,418 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.769, mIoU: 0.231
2023-07-24 11:30:24,433 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,447 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.769, mIoU: 0.231
2023-07-24 11:30:24,463 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,477 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,492 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,506 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.769, mIoU: 0.232
2023-07-24 11:30:24,520 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.770, mIoU: 0.233
2023-07-24 11:30:24,534 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.769, mIoU: 0.233
2023-07-24 11:30:24,550 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,565 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,579 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,591 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.768, mIoU: 0.235
2023-07-24 11:30:24,606 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.768, mIoU: 0.235
2023-07-24 11:30:24,620 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,634 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,649 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,665 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,679 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,693 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.769, mIoU: 0.235
2023-07-24 11:30:24,707 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:24,721 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:24,734 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:24,748 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:24,762 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,779 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,793 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,807 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,817 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,829 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,843 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,856 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,869 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:24,882 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:24,894 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,908 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:24,923 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,937 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:24,952 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,966 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,980 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:24,992 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:25,006 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:25,021 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,035 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:25,050 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.767, mIoU: 0.239
2023-07-24 11:30:25,064 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:25,079 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:25,091 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,106 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,120 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:25,133 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,146 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,160 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,175 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,190 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,203 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:25,218 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,233 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,248 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,261 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,274 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,282 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,296 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,311 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,326 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:25,340 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:25,355 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:25,369 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:25,384 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,398 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,410 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,424 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,438 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,452 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,467 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,479 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:25,491 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:25,504 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,517 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,530 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:25,544 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:25,558 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,573 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,588 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.769, mIoU: 0.240
2023-07-24 11:30:25,600 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.769, mIoU: 0.240
2023-07-24 11:30:25,613 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.768, mIoU: 0.239
2023-07-24 11:30:25,626 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,638 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,652 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,667 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:25,682 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,696 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,710 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,725 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,737 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,752 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:25,766 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:25,782 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.771, mIoU: 0.240
2023-07-24 11:30:25,797 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:25,811 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,825 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,837 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:25,850 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:25,862 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:25,876 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:25,891 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,904 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:25,917 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,932 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,946 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,962 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:25,977 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:25,992 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,005 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,020 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,033 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,047 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,062 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,076 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,092 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,105 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,120 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,134 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,146 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,158 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,173 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,187 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,201 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,215 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,226 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,238 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,251 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.771, mIoU: 0.240
2023-07-24 11:30:26,263 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.771, mIoU: 0.241
2023-07-24 11:30:26,277 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,292 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,304 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,318 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,331 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.771, mIoU: 0.240
2023-07-24 11:30:26,345 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.771, mIoU: 0.240
2023-07-24 11:30:26,359 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,371 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,383 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,397 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,411 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,424 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,438 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,452 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,466 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,478 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.771, mIoU: 0.239
2023-07-24 11:30:26,492 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,506 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,522 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,534 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,548 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,562 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,578 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,591 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,604 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,619 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,634 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,647 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,662 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,678 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,693 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:26,708 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,721 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,733 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,747 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,760 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,772 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,784 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,799 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.770, mIoU: 0.240
2023-07-24 11:30:26,811 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,823 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,837 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:26,851 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:26,865 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.769, mIoU: 0.239
2023-07-24 11:30:26,880 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,893 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,905 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,919 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,933 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.770, mIoU: 0.239
2023-07-24 11:30:26,947 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:26,963 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,975 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:26,987 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:26,999 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,014 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,029 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:27,043 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:27,056 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,067 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:27,080 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.770, mIoU: 0.236
2023-07-24 11:30:27,095 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,109 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:27,122 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:27,136 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.769, mIoU: 0.236
2023-07-24 11:30:27,149 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,164 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,177 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,192 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,206 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,221 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,236 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,249 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,264 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,279 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,294 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,309 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,324 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,338 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,352 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,366 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,380 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,398 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:27,411 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,423 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:27,435 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:27,450 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.768, mIoU: 0.238
2023-07-24 11:30:27,464 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:27,479 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:27,493 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,504 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,517 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,532 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,546 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,559 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,575 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,590 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,603 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,616 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:27,631 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,645 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,657 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:27,668 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,684 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.764, mIoU: 0.233
2023-07-24 11:30:27,698 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.764, mIoU: 0.233
2023-07-24 11:30:27,713 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.764, mIoU: 0.233
2023-07-24 11:30:27,725 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.764, mIoU: 0.233
2023-07-24 11:30:27,740 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:27,754 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:27,769 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,784 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,797 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,811 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,824 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,839 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,853 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,866 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,882 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,895 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:27,909 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:27,924 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:27,939 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:27,953 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:27,968 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:27,981 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:27,995 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,009 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,023 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,037 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,051 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,060 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,074 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,086 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,100 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,113 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,128 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,140 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:28,154 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:28,167 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:28,181 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,196 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,211 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,224 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,238 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,253 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,267 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,280 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,294 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,308 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,323 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,336 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,350 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,364 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:28,377 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:28,391 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,406 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,418 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,432 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,445 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,460 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,475 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,490 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,504 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,519 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,533 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,546 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,558 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,573 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:28,586 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:28,600 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:28,615 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:28,630 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,645 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:28,660 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:28,673 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,686 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,702 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,717 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,730 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:28,745 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,758 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,773 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,787 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,802 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,816 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,829 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,838 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,853 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:28,868 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,880 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,893 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,908 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,922 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,934 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,948 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,962 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,977 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:28,991 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,006 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,022 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,037 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,049 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.766, mIoU: 0.234
2023-07-24 11:30:29,064 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.766, mIoU: 0.234
2023-07-24 11:30:29,078 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,092 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,105 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,119 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,134 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,148 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,155 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,168 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,181 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,193 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,204 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,219 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,233 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,247 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,259 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,272 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,286 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,296 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,311 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,324 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:29,338 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:29,353 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:29,367 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:29,382 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,393 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,406 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,420 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,434 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,449 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,463 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,476 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,486 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,497 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.766, mIoU: 0.235
2023-07-24 11:30:29,509 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,520 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,535 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:29,547 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,561 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,576 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,592 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,607 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:29,622 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,637 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,651 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,667 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,681 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,695 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:29,709 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,725 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,737 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,750 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,764 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,776 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,792 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:29,805 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:29,819 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:29,834 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:29,851 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,866 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,879 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,893 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,908 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,922 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,936 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:29,949 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:29,962 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:29,976 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:29,990 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,005 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,019 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,034 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:30,049 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.770, mIoU: 0.238
2023-07-24 11:30:30,063 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:30,078 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:30,091 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,106 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,116 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,129 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,144 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.769, mIoU: 0.238
2023-07-24 11:30:30,156 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.769, mIoU: 0.237
2023-07-24 11:30:30,170 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,185 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,200 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,214 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,230 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,244 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,259 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,271 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,286 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,298 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,313 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,327 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,340 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,354 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,367 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,381 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,395 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,410 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,425 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,439 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,451 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:30,463 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:30,478 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.768, mIoU: 0.236
2023-07-24 11:30:30,490 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,503 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,518 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,532 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,546 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,558 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.768, mIoU: 0.237
2023-07-24 11:30:30,571 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,585 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,601 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,617 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.767, mIoU: 0.236
2023-07-24 11:30:30,630 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,644 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,659 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,674 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,689 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,704 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,718 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,733 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,747 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,762 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,777 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,791 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,806 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,820 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,833 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,847 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:30,861 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,876 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.767, mIoU: 0.238
2023-07-24 11:30:30,887 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.767, mIoU: 0.237
2023-07-24 11:30:30,901 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.766, mIoU: 0.238
2023-07-24 11:30:30,915 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:30,930 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:30,942 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.766, mIoU: 0.238
2023-07-24 11:30:30,956 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.766, mIoU: 0.238
2023-07-24 11:30:30,970 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:30,983 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:30,998 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,012 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,026 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,038 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,052 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,067 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,079 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.766, mIoU: 0.238
2023-07-24 11:30:31,093 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,105 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,114 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,128 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,142 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,154 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,168 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,182 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,194 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,207 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,221 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,235 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,249 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,265 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,279 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:31,295 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.766, mIoU: 0.236
2023-07-24 11:30:31,309 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,321 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,336 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,350 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.766, mIoU: 0.237
2023-07-24 11:30:31,364 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,376 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:31,388 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,402 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,416 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,431 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,445 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,457 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,473 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,486 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,500 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,515 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,530 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,545 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,560 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,573 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,587 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,602 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,617 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,634 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,647 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,662 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,674 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,686 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,698 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,712 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,726 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,740 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,754 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,764 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:31,777 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,792 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,807 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,819 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,834 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,849 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,864 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,877 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,892 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:31,906 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:31,919 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:31,934 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:31,946 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:31,959 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:31,974 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:31,988 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,003 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,017 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,030 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,044 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,059 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,071 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,085 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,099 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,114 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,128 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,140 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,153 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,168 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,182 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,195 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,208 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,222 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,238 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,251 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,262 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,277 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,293 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,308 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,323 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,336 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,350 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,364 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,377 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,392 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,407 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,422 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,437 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,453 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,467 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,480 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,494 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,506 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,520 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,534 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,549 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,561 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,575 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,585 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,599 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,614 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,628 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,641 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,657 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,673 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,688 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,700 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,715 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,730 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,741 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,756 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,771 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,785 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,798 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,811 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,826 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.765, mIoU: 0.237
2023-07-24 11:30:32,839 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,854 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.764, mIoU: 0.237
2023-07-24 11:30:32,867 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,883 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,894 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:32,907 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,921 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,935 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:32,949 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,962 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,978 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:32,990 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,004 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,017 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,031 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,045 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,057 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,069 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,084 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,098 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,113 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,126 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,139 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,153 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,168 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,180 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,192 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,206 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,221 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,235 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,248 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,262 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,277 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,290 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,303 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,318 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:33,330 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:33,344 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.764, mIoU: 0.234
2023-07-24 11:30:33,359 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:33,373 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:33,387 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.765, mIoU: 0.235
2023-07-24 11:30:33,402 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.765, mIoU: 0.234
2023-07-24 11:30:33,416 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,430 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:33,443 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:33,458 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.765, mIoU: 0.236
2023-07-24 11:30:33,472 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,487 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,501 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,516 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,531 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,544 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,557 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,572 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,587 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,600 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,615 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,631 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,646 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,661 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,676 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,691 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,705 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,717 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.764, mIoU: 0.235
2023-07-24 11:30:33,730 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,742 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,755 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,767 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,781 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,795 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,808 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,820 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,834 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.764, mIoU: 0.236
2023-07-24 11:30:33,845 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,858 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,873 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,887 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,902 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,917 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,929 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:33,944 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:33,958 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:33,971 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:33,985 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,000 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,015 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,028 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,043 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,059 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,073 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,087 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,100 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,114 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,128 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,143 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,158 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,170 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,184 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.762, mIoU: 0.237
2023-07-24 11:30:34,199 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.762, mIoU: 0.237
2023-07-24 11:30:34,213 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,228 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,242 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,256 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,271 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,281 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,295 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,307 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,320 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,337 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,351 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,365 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,377 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,390 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,403 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,418 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,431 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,446 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,460 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,472 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,487 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,502 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,514 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.763, mIoU: 0.237
2023-07-24 11:30:34,529 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,543 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,556 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,570 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,581 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,596 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,611 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,625 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,641 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,654 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,668 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,682 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,696 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,710 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,722 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,735 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.762, mIoU: 0.236
2023-07-24 11:30:34,749 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,763 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,778 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,790 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,805 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,821 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,836 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,850 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,865 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,872 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,887 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,899 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,912 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.763, mIoU: 0.236
2023-07-24 11:30:34,926 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,941 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,955 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:34,970 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:34,985 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,000 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,015 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,028 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,042 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,058 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.763, mIoU: 0.234
2023-07-24 11:30:35,072 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,087 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,102 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,118 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,130 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,145 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,159 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,174 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,186 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,199 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,214 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,229 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,243 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,258 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,273 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,288 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,302 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,315 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,330 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,343 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,357 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,372 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,386 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,400 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,413 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.763, mIoU: 0.235
2023-07-24 11:30:35,427 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,442 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,456 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,470 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.762, mIoU: 0.235
2023-07-24 11:30:35,484 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,499 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,513 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,525 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,539 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,552 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,567 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,582 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,597 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,612 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,626 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,641 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,651 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,668 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,682 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,697 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.761, mIoU: 0.233
2023-07-24 11:30:35,712 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,726 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,741 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,752 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,761 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,776 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.761, mIoU: 0.234
2023-07-24 11:30:35,791 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.761, mIoU: 0.233
2023-07-24 11:30:35,804 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.761, mIoU: 0.233
2023-07-24 11:30:35,817 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,831 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,844 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,857 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,871 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,884 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,897 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,911 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.762, mIoU: 0.234
2023-07-24 11:30:35,923 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,936 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,950 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,964 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,976 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:35,990 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:36,005 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.762, mIoU: 0.233
2023-07-24 11:30:36,019 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.761, mIoU: 0.233
2023-07-24 11:30:36,034 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.761, mIoU: 0.232
2023-07-24 11:30:36,046 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.761, mIoU: 0.232
2023-07-24 11:30:36,060 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.761, mIoU: 0.232
2023-07-24 11:30:36,074 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.761, mIoU: 0.232
2023-07-24 11:30:36,090 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.760, mIoU: 0.232
2023-07-24 11:30:52,382 semantic_segmentation INFO: Iters: 1610/150000 || Lr: 0.019807 || Task Loss: 1.3132 || KD Loss: 0.5244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:36 || Estimated Time: 2 days, 20:31:13
2023-07-24 11:31:08,753 semantic_segmentation INFO: Iters: 1620/150000 || Lr: 0.019806 || Task Loss: 1.1884 || KD Loss: 0.5671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2907|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:53 || Estimated Time: 2 days, 20:30:33
2023-07-24 11:31:25,088 semantic_segmentation INFO: Iters: 1630/150000 || Lr: 0.019804 || Task Loss: 1.0559 || KD Loss: 0.5455|| 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: 0:45:09 || Estimated Time: 2 days, 20:29:51
2023-07-24 11:31:41,400 semantic_segmentation INFO: Iters: 1640/150000 || Lr: 0.019803 || Task Loss: 1.5793 || KD Loss: 0.8936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3122|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:25 || Estimated Time: 2 days, 20:29:03
2023-07-24 11:31:57,814 semantic_segmentation INFO: Iters: 1650/150000 || Lr: 0.019802 || Task Loss: 0.9118 || KD Loss: 0.3564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2941|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:42 || Estimated Time: 2 days, 20:28:29
2023-07-24 11:32:14,179 semantic_segmentation INFO: Iters: 1660/150000 || Lr: 0.019801 || Task Loss: 1.2245 || KD Loss: 0.7011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:58 || Estimated Time: 2 days, 20:27:50
2023-07-24 11:32:30,555 semantic_segmentation INFO: Iters: 1670/150000 || Lr: 0.019800 || Task Loss: 1.3657 || KD Loss: 0.7839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:15 || Estimated Time: 2 days, 20:27:15
2023-07-24 11:32:46,953 semantic_segmentation INFO: Iters: 1680/150000 || Lr: 0.019798 || Task Loss: 0.7833 || KD Loss: 0.3537|| 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: 0:46:31 || Estimated Time: 2 days, 20:26:39
2023-07-24 11:33:03,328 semantic_segmentation INFO: Iters: 1690/150000 || Lr: 0.019797 || Task Loss: 1.1394 || KD Loss: 0.5093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:47 || Estimated Time: 2 days, 20:26:03
2023-07-24 11:33:19,829 semantic_segmentation INFO: Iters: 1700/150000 || Lr: 0.019796 || Task Loss: 1.1364 || KD Loss: 0.4614|| 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: 0:47:04 || Estimated Time: 2 days, 20:25:28
2023-07-24 11:33:39,461 semantic_segmentation INFO: Iters: 1710/150000 || Lr: 0.019795 || Task Loss: 1.2959 || KD Loss: 0.5012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:23 || Estimated Time: 2 days, 20:29:29
2023-07-24 11:33:55,969 semantic_segmentation INFO: Iters: 1720/150000 || Lr: 0.019794 || Task Loss: 1.1839 || KD Loss: 0.4792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:40 || Estimated Time: 2 days, 20:29:12
2023-07-24 11:34:12,300 semantic_segmentation INFO: Iters: 1730/150000 || Lr: 0.019792 || Task Loss: 1.3255 || KD Loss: 0.6710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3055|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:56 || Estimated Time: 2 days, 20:28:31
2023-07-24 11:34:28,738 semantic_segmentation INFO: Iters: 1740/150000 || Lr: 0.019791 || Task Loss: 1.2810 || KD Loss: 0.5389|| 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: 0:48:13 || Estimated Time: 2 days, 20:27:57
2023-07-24 11:34:45,111 semantic_segmentation INFO: Iters: 1750/150000 || Lr: 0.019790 || Task Loss: 1.3518 || KD Loss: 0.5759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:29 || Estimated Time: 2 days, 20:27:19
2023-07-24 11:35:01,496 semantic_segmentation INFO: Iters: 1760/150000 || Lr: 0.019789 || Task Loss: 1.0543 || KD Loss: 0.4379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:45 || Estimated Time: 2 days, 20:26:44
2023-07-24 11:35:17,825 semantic_segmentation INFO: Iters: 1770/150000 || Lr: 0.019788 || Task Loss: 1.5377 || KD Loss: 0.8506|| 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: 0:49:02 || Estimated Time: 2 days, 20:26:02
2023-07-24 11:35:34,251 semantic_segmentation INFO: Iters: 1780/150000 || Lr: 0.019786 || Task Loss: 1.0568 || KD Loss: 0.3640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:18 || Estimated Time: 2 days, 20:25:29
2023-07-24 11:35:50,648 semantic_segmentation INFO: Iters: 1790/150000 || Lr: 0.019785 || Task Loss: 1.3363 || KD Loss: 0.5749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:35 || Estimated Time: 2 days, 20:24:56
2023-07-24 11:36:07,053 semantic_segmentation INFO: Iters: 1800/150000 || Lr: 0.019784 || Task Loss: 1.5257 || KD Loss: 0.6630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:51 || Estimated Time: 2 days, 20:24:19
2023-07-24 11:36:23,439 semantic_segmentation INFO: Iters: 1810/150000 || Lr: 0.019783 || Task Loss: 1.2755 || KD Loss: 0.6090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 20:23:43
2023-07-24 11:36:39,808 semantic_segmentation INFO: Iters: 1820/150000 || Lr: 0.019782 || Task Loss: 0.9644 || KD Loss: 0.4684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 20:23:08
2023-07-24 11:36:56,202 semantic_segmentation INFO: Iters: 1830/150000 || Lr: 0.019780 || Task Loss: 1.4677 || KD Loss: 0.7133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:40 || Estimated Time: 2 days, 20:22:32
2023-07-24 11:37:12,582 semantic_segmentation INFO: Iters: 1840/150000 || Lr: 0.019779 || Task Loss: 0.8633 || KD Loss: 0.3402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:57 || Estimated Time: 2 days, 20:21:57
2023-07-24 11:37:28,976 semantic_segmentation INFO: Iters: 1850/150000 || Lr: 0.019778 || Task Loss: 1.1054 || KD Loss: 0.5614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:13 || Estimated Time: 2 days, 20:21:24
2023-07-24 11:37:45,361 semantic_segmentation INFO: Iters: 1860/150000 || Lr: 0.019777 || Task Loss: 0.7826 || KD Loss: 0.3968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:29 || Estimated Time: 2 days, 20:20:51
2023-07-24 11:38:01,738 semantic_segmentation INFO: Iters: 1870/150000 || Lr: 0.019776 || Task Loss: 1.2192 || KD Loss: 0.5751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:46 || Estimated Time: 2 days, 20:20:13
2023-07-24 11:38:18,118 semantic_segmentation INFO: Iters: 1880/150000 || Lr: 0.019774 || Task Loss: 0.8965 || KD Loss: 0.2669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:02 || Estimated Time: 2 days, 20:19:41
2023-07-24 11:38:34,482 semantic_segmentation INFO: Iters: 1890/150000 || Lr: 0.019773 || Task Loss: 0.9094 || KD Loss: 0.3710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:18 || Estimated Time: 2 days, 20:19:02
2023-07-24 11:38:50,866 semantic_segmentation INFO: Iters: 1900/150000 || Lr: 0.019772 || Task Loss: 1.3280 || KD Loss: 0.6756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:35 || Estimated Time: 2 days, 20:18:32
2023-07-24 11:39:07,272 semantic_segmentation INFO: Iters: 1910/150000 || Lr: 0.019771 || Task Loss: 0.7925 || KD Loss: 0.3515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:51 || Estimated Time: 2 days, 20:17:58
2023-07-24 11:39:23,659 semantic_segmentation INFO: Iters: 1920/150000 || Lr: 0.019770 || Task Loss: 0.8085 || KD Loss: 0.3072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:08 || Estimated Time: 2 days, 20:17:24
2023-07-24 11:39:40,034 semantic_segmentation INFO: Iters: 1930/150000 || Lr: 0.019768 || Task Loss: 0.9121 || KD Loss: 0.3206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:24 || Estimated Time: 2 days, 20:16:51
2023-07-24 11:39:56,410 semantic_segmentation INFO: Iters: 1940/150000 || Lr: 0.019767 || Task Loss: 1.4250 || KD Loss: 0.5735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2973|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:40 || Estimated Time: 2 days, 20:16:16
2023-07-24 11:40:12,809 semantic_segmentation INFO: Iters: 1950/150000 || Lr: 0.019766 || Task Loss: 1.2096 || KD Loss: 0.5284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:57 || Estimated Time: 2 days, 20:15:45
2023-07-24 11:40:29,171 semantic_segmentation INFO: Iters: 1960/150000 || Lr: 0.019765 || Task Loss: 1.0034 || KD Loss: 0.4759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:13 || Estimated Time: 2 days, 20:15:10
2023-07-24 11:40:45,559 semantic_segmentation INFO: Iters: 1970/150000 || Lr: 0.019764 || Task Loss: 1.2197 || KD Loss: 0.7282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:30 || Estimated Time: 2 days, 20:14:39
2023-07-24 11:41:01,926 semantic_segmentation INFO: Iters: 1980/150000 || Lr: 0.019762 || Task Loss: 0.6864 || KD Loss: 0.2789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:46 || Estimated Time: 2 days, 20:14:07
2023-07-24 11:41:18,315 semantic_segmentation INFO: Iters: 1990/150000 || Lr: 0.019761 || Task Loss: 1.1246 || KD Loss: 0.5038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:02 || Estimated Time: 2 days, 20:13:32
2023-07-24 11:41:34,687 semantic_segmentation INFO: Iters: 2000/150000 || Lr: 0.019760 || Task Loss: 0.8757 || KD Loss: 0.3929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:19 || Estimated Time: 2 days, 20:12:59
2023-07-24 11:41:51,106 semantic_segmentation INFO: Iters: 2010/150000 || Lr: 0.019759 || Task Loss: 1.0199 || KD Loss: 0.4909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:35 || Estimated Time: 2 days, 20:12:30
2023-07-24 11:42:07,470 semantic_segmentation INFO: Iters: 2020/150000 || Lr: 0.019758 || Task Loss: 0.7739 || KD Loss: 0.2857|| 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: 0:55:51 || Estimated Time: 2 days, 20:11:57
2023-07-24 11:42:23,842 semantic_segmentation INFO: Iters: 2030/150000 || Lr: 0.019756 || Task Loss: 1.2547 || KD Loss: 0.6003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3037|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 20:11:25
2023-07-24 11:42:40,232 semantic_segmentation INFO: Iters: 2040/150000 || Lr: 0.019755 || Task Loss: 1.3073 || KD Loss: 0.6602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2944|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:24 || Estimated Time: 2 days, 20:10:53
2023-07-24 11:42:56,627 semantic_segmentation INFO: Iters: 2050/150000 || Lr: 0.019754 || Task Loss: 0.9489 || KD Loss: 0.3847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2858|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:41 || Estimated Time: 2 days, 20:10:22
2023-07-24 11:43:12,987 semantic_segmentation INFO: Iters: 2060/150000 || Lr: 0.019753 || Task Loss: 0.7669 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:57 || Estimated Time: 2 days, 20:09:49
2023-07-24 11:43:29,382 semantic_segmentation INFO: Iters: 2070/150000 || Lr: 0.019752 || Task Loss: 1.3696 || KD Loss: 0.6972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3018|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:13 || Estimated Time: 2 days, 20:09:20
2023-07-24 11:43:45,774 semantic_segmentation INFO: Iters: 2080/150000 || Lr: 0.019750 || Task Loss: 1.0764 || KD Loss: 0.3901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:30 || Estimated Time: 2 days, 20:08:48
2023-07-24 11:44:02,138 semantic_segmentation INFO: Iters: 2090/150000 || Lr: 0.019749 || Task Loss: 1.0896 || KD Loss: 0.4558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:46 || Estimated Time: 2 days, 20:08:18
2023-07-24 11:44:18,522 semantic_segmentation INFO: Iters: 2100/150000 || Lr: 0.019748 || Task Loss: 1.2590 || KD Loss: 0.4949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2867|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:03 || Estimated Time: 2 days, 20:07:48
2023-07-24 11:44:34,901 semantic_segmentation INFO: Iters: 2110/150000 || Lr: 0.019747 || Task Loss: 0.9140 || KD Loss: 0.3510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:19 || Estimated Time: 2 days, 20:07:16
2023-07-24 11:44:51,304 semantic_segmentation INFO: Iters: 2120/150000 || Lr: 0.019746 || Task Loss: 0.9864 || KD Loss: 0.3854|| 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: 0:58:35 || Estimated Time: 2 days, 20:06:46
2023-07-24 11:45:07,671 semantic_segmentation INFO: Iters: 2130/150000 || Lr: 0.019744 || Task Loss: 1.1400 || KD Loss: 0.4351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2994|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:52 || Estimated Time: 2 days, 20:06:15
2023-07-24 11:45:24,029 semantic_segmentation INFO: Iters: 2140/150000 || Lr: 0.019743 || Task Loss: 0.9880 || KD Loss: 0.3753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:08 || Estimated Time: 2 days, 20:05:42
2023-07-24 11:45:40,441 semantic_segmentation INFO: Iters: 2150/150000 || Lr: 0.019742 || Task Loss: 1.4469 || KD Loss: 0.8113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:24 || Estimated Time: 2 days, 20:05:14
2023-07-24 11:45:56,845 semantic_segmentation INFO: Iters: 2160/150000 || Lr: 0.019741 || Task Loss: 0.9253 || KD Loss: 0.3983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:41 || Estimated Time: 2 days, 20:04:45
2023-07-24 11:46:13,208 semantic_segmentation INFO: Iters: 2170/150000 || Lr: 0.019740 || Task Loss: 1.5055 || KD Loss: 0.7592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:57 || Estimated Time: 2 days, 20:04:14
2023-07-24 11:46:29,599 semantic_segmentation INFO: Iters: 2180/150000 || Lr: 0.019738 || Task Loss: 0.9395 || KD Loss: 0.3970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:14 || Estimated Time: 2 days, 20:03:46
2023-07-24 11:46:45,978 semantic_segmentation INFO: Iters: 2190/150000 || Lr: 0.019737 || Task Loss: 1.3238 || KD Loss: 0.6430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2921|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:30 || Estimated Time: 2 days, 20:03:16
2023-07-24 11:47:02,330 semantic_segmentation INFO: Iters: 2200/150000 || Lr: 0.019736 || Task Loss: 1.1419 || KD Loss: 0.5768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:46 || Estimated Time: 2 days, 20:02:43
2023-07-24 11:47:18,739 semantic_segmentation INFO: Iters: 2210/150000 || Lr: 0.019735 || Task Loss: 1.0715 || KD Loss: 0.5121|| 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: 1:01:03 || Estimated Time: 2 days, 20:02:16
2023-07-24 11:47:35,103 semantic_segmentation INFO: Iters: 2220/150000 || Lr: 0.019734 || Task Loss: 1.3833 || KD Loss: 0.6472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:19 || Estimated Time: 2 days, 20:01:46
2023-07-24 11:47:51,513 semantic_segmentation INFO: Iters: 2230/150000 || Lr: 0.019732 || Task Loss: 1.0497 || KD Loss: 0.4993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:35 || Estimated Time: 2 days, 20:01:18
2023-07-24 11:48:07,904 semantic_segmentation INFO: Iters: 2240/150000 || Lr: 0.019731 || Task Loss: 1.1957 || KD Loss: 0.5204|| 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: 1:01:52 || Estimated Time: 2 days, 20:00:50
2023-07-24 11:48:24,276 semantic_segmentation INFO: Iters: 2250/150000 || Lr: 0.019730 || Task Loss: 1.5961 || KD Loss: 0.6920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3033|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:08 || Estimated Time: 2 days, 20:00:20
2023-07-24 11:48:40,624 semantic_segmentation INFO: Iters: 2260/150000 || Lr: 0.019729 || Task Loss: 0.9961 || KD Loss: 0.3190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:25 || Estimated Time: 2 days, 19:59:49
2023-07-24 11:48:56,947 semantic_segmentation INFO: Iters: 2270/150000 || Lr: 0.019728 || Task Loss: 0.9857 || KD Loss: 0.4340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:41 || Estimated Time: 2 days, 19:59:17
2023-07-24 11:49:13,294 semantic_segmentation INFO: Iters: 2280/150000 || Lr: 0.019726 || Task Loss: 0.6997 || KD Loss: 0.2482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:57 || Estimated Time: 2 days, 19:58:46
2023-07-24 11:49:29,692 semantic_segmentation INFO: Iters: 2290/150000 || Lr: 0.019725 || Task Loss: 1.0804 || KD Loss: 0.4852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:14 || Estimated Time: 2 days, 19:58:20
2023-07-24 11:49:46,091 semantic_segmentation INFO: Iters: 2300/150000 || Lr: 0.019724 || Task Loss: 1.1066 || KD Loss: 0.4706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:30 || Estimated Time: 2 days, 19:57:52
2023-07-24 11:50:02,460 semantic_segmentation INFO: Iters: 2310/150000 || Lr: 0.019723 || Task Loss: 0.6841 || KD Loss: 0.2794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:46 || Estimated Time: 2 days, 19:57:23
2023-07-24 11:50:18,859 semantic_segmentation INFO: Iters: 2320/150000 || Lr: 0.019722 || Task Loss: 1.3438 || KD Loss: 0.5973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:03 || Estimated Time: 2 days, 19:56:55
2023-07-24 11:50:35,246 semantic_segmentation INFO: Iters: 2330/150000 || Lr: 0.019720 || Task Loss: 1.1285 || KD Loss: 0.5145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:19 || Estimated Time: 2 days, 19:56:28
2023-07-24 11:50:51,633 semantic_segmentation INFO: Iters: 2340/150000 || Lr: 0.019719 || Task Loss: 1.5593 || KD Loss: 0.7108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:36 || Estimated Time: 2 days, 19:56:00
2023-07-24 11:51:08,037 semantic_segmentation INFO: Iters: 2350/150000 || Lr: 0.019718 || Task Loss: 0.8920 || KD Loss: 0.3711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:52 || Estimated Time: 2 days, 19:55:34
2023-07-24 11:51:24,474 semantic_segmentation INFO: Iters: 2360/150000 || Lr: 0.019717 || Task Loss: 0.6993 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:08 || Estimated Time: 2 days, 19:55:08
2023-07-24 11:51:40,862 semantic_segmentation INFO: Iters: 2370/150000 || Lr: 0.019715 || Task Loss: 0.9876 || KD Loss: 0.4429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:25 || Estimated Time: 2 days, 19:54:42
2023-07-24 11:51:57,261 semantic_segmentation INFO: Iters: 2380/150000 || Lr: 0.019714 || Task Loss: 1.0432 || KD Loss: 0.4717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:41 || Estimated Time: 2 days, 19:54:14
2023-07-24 11:52:13,659 semantic_segmentation INFO: Iters: 2390/150000 || Lr: 0.019713 || Task Loss: 1.0243 || KD Loss: 0.4396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:58 || Estimated Time: 2 days, 19:53:48
2023-07-24 11:52:30,046 semantic_segmentation INFO: Iters: 2400/150000 || Lr: 0.019712 || Task Loss: 0.8660 || KD Loss: 0.3843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:14 || Estimated Time: 2 days, 19:53:20
2023-07-24 11:52:30,162 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 11:52:30,619 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.924, mIoU: 0.076
2023-07-24 11:52:30,632 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.894, mIoU: 0.108
2023-07-24 11:52:30,645 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.851, mIoU: 0.096
2023-07-24 11:52:30,660 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.833, mIoU: 0.093
2023-07-24 11:52:30,674 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.790, mIoU: 0.130
2023-07-24 11:52:30,686 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.770, mIoU: 0.137
2023-07-24 11:52:30,700 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.772, mIoU: 0.165
2023-07-24 11:52:30,715 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.797, mIoU: 0.189
2023-07-24 11:52:30,728 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.808, mIoU: 0.208
2023-07-24 11:52:30,743 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.812, mIoU: 0.208
2023-07-24 11:52:30,758 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.803, mIoU: 0.195
2023-07-24 11:52:30,773 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.815, mIoU: 0.192
2023-07-24 11:52:30,786 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.785, mIoU: 0.187
2023-07-24 11:52:30,800 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.792, mIoU: 0.187
2023-07-24 11:52:30,815 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.781, mIoU: 0.187
2023-07-24 11:52:30,827 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.768, mIoU: 0.184
2023-07-24 11:52:30,840 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.772, mIoU: 0.184
2023-07-24 11:52:30,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.780, mIoU: 0.186
2023-07-24 11:52:30,868 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.788, mIoU: 0.186
2023-07-24 11:52:30,884 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.797, mIoU: 0.226
2023-07-24 11:52:30,899 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.795, mIoU: 0.224
2023-07-24 11:52:30,915 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.800, mIoU: 0.221
2023-07-24 11:52:30,929 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.790, mIoU: 0.218
2023-07-24 11:52:30,946 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.795, mIoU: 0.221
2023-07-24 11:52:30,962 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.793, mIoU: 0.226
2023-07-24 11:52:30,976 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.794, mIoU: 0.226
2023-07-24 11:52:30,990 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.798, mIoU: 0.226
2023-07-24 11:52:31,002 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.796, mIoU: 0.221
2023-07-24 11:52:31,017 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.795, mIoU: 0.221
2023-07-24 11:52:31,032 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.802, mIoU: 0.222
2023-07-24 11:52:31,045 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.803, mIoU: 0.230
2023-07-24 11:52:31,061 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.807, mIoU: 0.232
2023-07-24 11:52:31,075 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.807, mIoU: 0.230
2023-07-24 11:52:31,090 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.809, mIoU: 0.229
2023-07-24 11:52:31,105 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.814, mIoU: 0.246
2023-07-24 11:52:31,120 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.818, mIoU: 0.248
2023-07-24 11:52:31,133 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.819, mIoU: 0.248
2023-07-24 11:52:31,146 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.823, mIoU: 0.287
2023-07-24 11:52:31,162 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.821, mIoU: 0.282
2023-07-24 11:52:31,174 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.822, mIoU: 0.282
2023-07-24 11:52:31,187 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.822, mIoU: 0.311
2023-07-24 11:52:31,202 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.826, mIoU: 0.311
2023-07-24 11:52:31,216 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 11:52:31,228 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.828, mIoU: 0.313
2023-07-24 11:52:31,243 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.827, mIoU: 0.313
2023-07-24 11:52:31,257 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.828, mIoU: 0.313
2023-07-24 11:52:31,270 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.827, mIoU: 0.311
2023-07-24 11:52:31,282 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.828, mIoU: 0.312
2023-07-24 11:52:31,297 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.828, mIoU: 0.306
2023-07-24 11:52:31,312 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.829, mIoU: 0.306
2023-07-24 11:52:31,327 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.829, mIoU: 0.304
2023-07-24 11:52:31,343 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.833, mIoU: 0.304
2023-07-24 11:52:31,356 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.835, mIoU: 0.304
2023-07-24 11:52:31,371 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.835, mIoU: 0.302
2023-07-24 11:52:31,387 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.835, mIoU: 0.302
2023-07-24 11:52:31,400 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.831, mIoU: 0.301
2023-07-24 11:52:31,415 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.831, mIoU: 0.300
2023-07-24 11:52:31,432 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.834, mIoU: 0.300
2023-07-24 11:52:31,445 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.830, mIoU: 0.280
2023-07-24 11:52:31,460 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.824, mIoU: 0.323
2023-07-24 11:52:31,473 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.821, mIoU: 0.297
2023-07-24 11:52:31,488 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.821, mIoU: 0.295
2023-07-24 11:52:31,501 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.824, mIoU: 0.296
2023-07-24 11:52:31,519 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.825, mIoU: 0.303
2023-07-24 11:52:31,532 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.827, mIoU: 0.302
2023-07-24 11:52:31,546 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.829, mIoU: 0.302
2023-07-24 11:52:31,561 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.831, mIoU: 0.303
2023-07-24 11:52:31,573 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.833, mIoU: 0.310
2023-07-24 11:52:31,588 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.835, mIoU: 0.314
2023-07-24 11:52:31,603 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.832, mIoU: 0.312
2023-07-24 11:52:31,618 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.832, mIoU: 0.321
2023-07-24 11:52:31,631 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.834, mIoU: 0.324
2023-07-24 11:52:31,646 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.833, mIoU: 0.321
2023-07-24 11:52:31,660 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.835, mIoU: 0.320
2023-07-24 11:52:31,674 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.836, mIoU: 0.324
2023-07-24 11:52:31,689 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.838, mIoU: 0.324
2023-07-24 11:52:31,703 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.837, mIoU: 0.323
2023-07-24 11:52:31,712 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.835, mIoU: 0.320
2023-07-24 11:52:31,726 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 11:52:31,742 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.833, mIoU: 0.327
2023-07-24 11:52:31,756 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.834, mIoU: 0.332
2023-07-24 11:52:31,770 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-24 11:52:31,785 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.829, mIoU: 0.317
2023-07-24 11:52:31,799 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.827, mIoU: 0.312
2023-07-24 11:52:31,815 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.825, mIoU: 0.308
2023-07-24 11:52:31,829 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.824, mIoU: 0.308
2023-07-24 11:52:31,844 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.825, mIoU: 0.307
2023-07-24 11:52:31,858 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.825, mIoU: 0.305
2023-07-24 11:52:31,874 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.826, mIoU: 0.313
2023-07-24 11:52:31,888 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.825, mIoU: 0.313
2023-07-24 11:52:31,903 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.826, mIoU: 0.315
2023-07-24 11:52:31,918 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.827, mIoU: 0.316
2023-07-24 11:52:31,932 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.824, mIoU: 0.309
2023-07-24 11:52:31,947 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 11:52:31,962 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.823, mIoU: 0.320
2023-07-24 11:52:31,977 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.824, mIoU: 0.320
2023-07-24 11:52:31,990 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.825, mIoU: 0.322
2023-07-24 11:52:32,003 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.827, mIoU: 0.324
2023-07-24 11:52:32,018 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 11:52:32,031 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.829, mIoU: 0.326
2023-07-24 11:52:32,046 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.830, mIoU: 0.326
2023-07-24 11:52:32,060 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 11:52:32,073 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.832, mIoU: 0.326
2023-07-24 11:52:32,087 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.831, mIoU: 0.326
2023-07-24 11:52:32,102 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.829, mIoU: 0.318
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2023-07-24 11:52:32,169 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.832, mIoU: 0.325
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2023-07-24 11:52:32,194 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-24 11:52:32,209 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.833, mIoU: 0.322
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2023-07-24 11:52:32,263 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.827, mIoU: 0.317
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2023-07-24 11:52:32,411 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.828, mIoU: 0.308
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2023-07-24 11:52:32,463 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.832, mIoU: 0.315
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2023-07-24 11:52:32,491 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.832, mIoU: 0.313
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2023-07-24 11:52:32,531 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.831, mIoU: 0.314
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2023-07-24 11:52:32,726 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.832, mIoU: 0.331
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2023-07-24 11:52:33,009 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.830, mIoU: 0.322
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2023-07-24 11:52:33,473 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.828, mIoU: 0.325
2023-07-24 11:52:33,487 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.827, mIoU: 0.325
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2023-07-24 11:52:33,914 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.831, mIoU: 0.335
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2023-07-24 11:52:34,014 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.827, mIoU: 0.332
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2023-07-24 11:52:34,860 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.820, mIoU: 0.327
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2023-07-24 11:52:34,889 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.821, mIoU: 0.329
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2023-07-24 11:52:34,929 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.820, mIoU: 0.328
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2023-07-24 11:52:34,983 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.820, mIoU: 0.328
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2023-07-24 11:52:35,012 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.821, mIoU: 0.328
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2023-07-24 11:52:35,056 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.820, mIoU: 0.324
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2023-07-24 11:52:35,083 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.820, mIoU: 0.323
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2023-07-24 11:52:35,111 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.820, mIoU: 0.323
2023-07-24 11:52:35,126 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.821, mIoU: 0.323
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2023-07-24 11:52:35,182 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.822, mIoU: 0.326
2023-07-24 11:52:35,196 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.822, mIoU: 0.326
2023-07-24 11:52:35,212 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.821, mIoU: 0.325
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2023-07-24 11:52:35,281 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.822, mIoU: 0.324
2023-07-24 11:52:35,296 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.822, mIoU: 0.324
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2023-07-24 11:52:35,319 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.823, mIoU: 0.323
2023-07-24 11:52:35,334 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.823, mIoU: 0.323
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2023-07-24 11:52:35,402 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.825, mIoU: 0.324
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2023-07-24 11:52:35,432 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.825, mIoU: 0.327
2023-07-24 11:52:35,446 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.824, mIoU: 0.325
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2023-07-24 11:52:35,503 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.825, mIoU: 0.325
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2023-07-24 11:52:35,529 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.825, mIoU: 0.325
2023-07-24 11:52:35,542 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.825, mIoU: 0.325
2023-07-24 11:52:35,554 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.825, mIoU: 0.325
2023-07-24 11:52:35,568 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.824, mIoU: 0.324
2023-07-24 11:52:35,580 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.825, mIoU: 0.324
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2023-07-24 11:52:35,609 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.825, mIoU: 0.324
2023-07-24 11:52:35,622 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.823, mIoU: 0.322
2023-07-24 11:52:35,631 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.824, mIoU: 0.323
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2023-07-24 11:52:35,669 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.824, mIoU: 0.323
2023-07-24 11:52:35,681 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.823, mIoU: 0.321
2023-07-24 11:52:35,696 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.821, mIoU: 0.321
2023-07-24 11:52:35,712 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.821, mIoU: 0.321
2023-07-24 11:52:35,726 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.820, mIoU: 0.320
2023-07-24 11:52:35,739 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.820, mIoU: 0.320
2023-07-24 11:52:35,755 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.820, mIoU: 0.321
2023-07-24 11:52:35,768 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.820, mIoU: 0.319
2023-07-24 11:52:35,783 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.820, mIoU: 0.319
2023-07-24 11:52:35,796 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.821, mIoU: 0.319
2023-07-24 11:52:35,811 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.821, mIoU: 0.320
2023-07-24 11:52:35,826 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.820, mIoU: 0.318
2023-07-24 11:52:35,841 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.821, mIoU: 0.319
2023-07-24 11:52:35,854 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.821, mIoU: 0.320
2023-07-24 11:52:35,869 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 11:52:35,884 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.821, mIoU: 0.318
2023-07-24 11:52:35,899 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.822, mIoU: 0.320
2023-07-24 11:52:35,914 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.822, mIoU: 0.319
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2023-07-24 11:52:35,961 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.822, mIoU: 0.318
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2023-07-24 11:52:35,990 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.823, mIoU: 0.318
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2023-07-24 11:52:36,046 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.825, mIoU: 0.320
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2023-07-24 11:52:36,074 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 11:52:36,089 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.825, mIoU: 0.320
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2023-07-24 11:52:36,117 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.825, mIoU: 0.319
2023-07-24 11:52:36,129 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.824, mIoU: 0.320
2023-07-24 11:52:36,143 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 11:52:36,155 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.824, mIoU: 0.319
2023-07-24 11:52:36,170 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.824, mIoU: 0.320
2023-07-24 11:52:36,185 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.825, mIoU: 0.319
2023-07-24 11:52:36,199 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.825, mIoU: 0.319
2023-07-24 11:52:36,212 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.825, mIoU: 0.319
2023-07-24 11:52:36,223 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 11:52:36,240 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 11:52:36,254 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,269 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,284 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,299 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,314 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 11:52:36,327 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 11:52:36,343 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 11:52:36,358 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 11:52:36,373 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.828, mIoU: 0.321
2023-07-24 11:52:36,386 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,400 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.827, mIoU: 0.320
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2023-07-24 11:52:36,437 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.827, mIoU: 0.320
2023-07-24 11:52:36,452 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.827, mIoU: 0.321
2023-07-24 11:52:36,466 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.828, mIoU: 0.321
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2023-07-24 11:52:36,495 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-24 11:52:36,507 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 11:52:36,522 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.829, mIoU: 0.324
2023-07-24 11:52:36,536 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.828, mIoU: 0.324
2023-07-24 11:52:36,550 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.826, mIoU: 0.322
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2023-07-24 11:52:36,617 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.826, mIoU: 0.325
2023-07-24 11:52:36,632 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.826, mIoU: 0.326
2023-07-24 11:52:36,647 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.826, mIoU: 0.326
2023-07-24 11:52:36,660 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.827, mIoU: 0.326
2023-07-24 11:52:36,675 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.827, mIoU: 0.325
2023-07-24 11:52:36,690 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.827, mIoU: 0.325
2023-07-24 11:52:36,703 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.827, mIoU: 0.324
2023-07-24 11:52:36,717 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.827, mIoU: 0.324
2023-07-24 11:52:36,733 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.827, mIoU: 0.324
2023-07-24 11:52:36,746 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.826, mIoU: 0.324
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2023-07-24 11:52:36,806 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.827, mIoU: 0.325
2023-07-24 11:52:36,821 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.826, mIoU: 0.324
2023-07-24 11:52:36,835 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.826, mIoU: 0.324
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2023-07-24 11:52:36,864 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.827, mIoU: 0.325
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2023-07-24 11:52:36,889 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.827, mIoU: 0.325
2023-07-24 11:52:36,905 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.826, mIoU: 0.324
2023-07-24 11:52:36,920 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 11:52:36,935 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.825, mIoU: 0.321
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2023-07-24 11:52:36,978 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.825, mIoU: 0.321
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2023-07-24 11:52:37,000 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 11:52:37,014 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 11:52:37,028 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 11:52:37,042 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.825, mIoU: 0.320
2023-07-24 11:52:37,056 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 11:52:37,072 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.826, mIoU: 0.321
2023-07-24 11:52:37,087 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.825, mIoU: 0.320
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2023-07-24 11:52:37,111 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 11:52:37,121 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.825, mIoU: 0.321
2023-07-24 11:52:37,134 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.825, mIoU: 0.323
2023-07-24 11:52:37,147 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.825, mIoU: 0.323
2023-07-24 11:52:37,163 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.826, mIoU: 0.323
2023-07-24 11:52:37,175 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.826, mIoU: 0.324
2023-07-24 11:52:37,189 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.825, mIoU: 0.323
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2023-07-24 11:52:37,220 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.825, mIoU: 0.325
2023-07-24 11:52:37,235 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.826, mIoU: 0.325
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2023-07-24 11:52:37,276 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-24 11:52:37,290 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.827, mIoU: 0.328
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2023-07-24 11:52:37,318 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.826, mIoU: 0.327
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2023-07-24 11:52:37,343 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.826, mIoU: 0.328
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2023-07-24 11:52:37,398 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.827, mIoU: 0.331
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2023-07-24 11:52:37,420 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,434 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,448 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.827, mIoU: 0.332
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2023-07-24 11:52:37,474 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.827, mIoU: 0.329
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2023-07-24 11:52:37,613 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.828, mIoU: 0.331
2023-07-24 11:52:37,627 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,642 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,655 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,670 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,685 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,700 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,715 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.828, mIoU: 0.331
2023-07-24 11:52:37,728 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.827, mIoU: 0.331
2023-07-24 11:52:37,741 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.828, mIoU: 0.332
2023-07-24 11:52:37,755 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.828, mIoU: 0.334
2023-07-24 11:52:37,770 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,783 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,797 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.828, mIoU: 0.333
2023-07-24 11:52:37,812 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.829, mIoU: 0.336
2023-07-24 11:52:37,827 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.829, mIoU: 0.336
2023-07-24 11:52:37,841 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.828, mIoU: 0.335
2023-07-24 11:52:37,853 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.828, mIoU: 0.335
2023-07-24 11:52:37,867 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.828, mIoU: 0.336
2023-07-24 11:52:37,882 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.829, mIoU: 0.336
2023-07-24 11:52:37,898 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:37,913 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:37,928 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:37,941 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 11:52:37,957 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 11:52:37,973 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 11:52:37,986 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.827, mIoU: 0.337
2023-07-24 11:52:38,000 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.827, mIoU: 0.336
2023-07-24 11:52:38,012 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 11:52:38,027 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,040 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.827, mIoU: 0.339
2023-07-24 11:52:38,052 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 11:52:38,067 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.827, mIoU: 0.338
2023-07-24 11:52:38,082 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 11:52:38,096 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.826, mIoU: 0.338
2023-07-24 11:52:38,111 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.826, mIoU: 0.340
2023-07-24 11:52:38,126 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,135 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.827, mIoU: 0.339
2023-07-24 11:52:38,150 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,165 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,179 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,193 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,207 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,220 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,232 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,247 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,261 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,275 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:38,287 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,300 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,314 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:38,328 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:38,343 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:38,356 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.827, mIoU: 0.341
2023-07-24 11:52:38,370 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 11:52:38,385 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.827, mIoU: 0.342
2023-07-24 11:52:38,400 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,412 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,427 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,442 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,455 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,469 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,484 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,498 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,513 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,525 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,540 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,555 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,571 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.829, mIoU: 0.343
2023-07-24 11:52:38,582 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,596 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:38,612 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,625 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,639 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,652 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,666 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,681 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,696 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.828, mIoU: 0.342
2023-07-24 11:52:38,708 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,720 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:38,733 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,748 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,762 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,777 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,791 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:38,805 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,818 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,832 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,847 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,860 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:38,874 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:38,889 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:38,903 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 11:52:38,917 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:38,932 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:38,943 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:38,958 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:38,974 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:38,987 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,002 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 11:52:39,017 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.828, mIoU: 0.338
2023-07-24 11:52:39,029 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 11:52:39,044 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,058 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,073 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,086 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,100 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,115 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.829, mIoU: 0.337
2023-07-24 11:52:39,131 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.829, mIoU: 0.338
2023-07-24 11:52:39,146 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.830, mIoU: 0.338
2023-07-24 11:52:39,161 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:39,176 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,191 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,206 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.830, mIoU: 0.340
2023-07-24 11:52:39,220 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,232 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,247 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,261 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,276 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,288 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,303 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,316 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,331 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,346 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,361 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,376 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,390 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,405 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:39,419 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:39,433 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.828, mIoU: 0.341
2023-07-24 11:52:39,447 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,461 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,479 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,493 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:39,508 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.827, mIoU: 0.340
2023-07-24 11:52:39,518 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,531 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,545 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,558 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.828, mIoU: 0.340
2023-07-24 11:52:39,572 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,585 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,598 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.828, mIoU: 0.339
2023-07-24 11:52:39,613 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:39,629 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:39,643 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.829, mIoU: 0.339
2023-07-24 11:52:39,658 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,671 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,684 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,697 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,711 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,725 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:39,740 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,754 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,768 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,783 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,795 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,810 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,824 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,836 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,849 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.829, mIoU: 0.340
2023-07-24 11:52:39,862 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.829, mIoU: 0.341
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2023-07-24 11:52:39,905 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,919 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,935 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,950 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,963 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:39,976 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:39,985 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:40,000 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:40,016 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:40,031 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.830, mIoU: 0.342
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2023-07-24 11:52:40,061 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,076 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.831, mIoU: 0.342
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2023-07-24 11:52:40,133 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 11:52:40,146 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,160 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.831, mIoU: 0.340
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2023-07-24 11:52:40,186 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 11:52:40,198 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,210 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 11:52:40,223 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.831, mIoU: 0.340
2023-07-24 11:52:40,236 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.830, mIoU: 0.340
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2023-07-24 11:52:40,261 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.831, mIoU: 0.340
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2023-07-24 11:52:40,289 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,300 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,313 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.831, mIoU: 0.341
2023-07-24 11:52:40,325 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,336 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.831, mIoU: 0.342
2023-07-24 11:52:40,351 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,366 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,381 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,396 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,411 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,425 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 11:52:40,438 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.833, mIoU: 0.342
2023-07-24 11:52:40,453 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:40,467 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:40,484 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:40,499 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:40,514 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.832, mIoU: 0.343
2023-07-24 11:52:40,529 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 11:52:40,542 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 11:52:40,554 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 11:52:40,566 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,581 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,596 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.832, mIoU: 0.342
2023-07-24 11:52:40,609 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,621 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.833, mIoU: 0.342
2023-07-24 11:52:40,635 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.832, mIoU: 0.340
2023-07-24 11:52:40,649 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,663 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.832, mIoU: 0.341
2023-07-24 11:52:40,677 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,691 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,704 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.833, mIoU: 0.342
2023-07-24 11:52:40,718 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,731 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,745 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,760 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,774 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,790 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,803 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,819 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,834 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,847 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,860 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.834, mIoU: 0.341
2023-07-24 11:52:40,876 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.833, mIoU: 0.340
2023-07-24 11:52:40,892 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.833, mIoU: 0.340
2023-07-24 11:52:40,907 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.833, mIoU: 0.340
2023-07-24 11:52:40,921 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.833, mIoU: 0.340
2023-07-24 11:52:40,934 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.833, mIoU: 0.340
2023-07-24 11:52:40,947 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,960 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.833, mIoU: 0.341
2023-07-24 11:52:40,973 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.834, mIoU: 0.341
2023-07-24 11:52:40,988 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.834, mIoU: 0.343
2023-07-24 11:52:41,005 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:41,018 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:41,032 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,045 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,059 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,073 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,086 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,098 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,112 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,126 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,139 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,154 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,169 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,183 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,196 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,211 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,226 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,243 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,256 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,270 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,283 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,299 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,312 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,325 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,340 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,354 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,367 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,381 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,396 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,411 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:41,426 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:41,438 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:41,449 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:41,463 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.833, mIoU: 0.342
2023-07-24 11:52:41,475 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:41,488 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.833, mIoU: 0.343
2023-07-24 11:52:41,500 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.834, mIoU: 0.343
2023-07-24 11:52:41,515 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:41,527 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,539 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,553 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,567 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.833, mIoU: 0.344
2023-07-24 11:52:41,582 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,597 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,610 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,623 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.834, mIoU: 0.344
2023-07-24 11:52:41,637 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.835, mIoU: 0.344
2023-07-24 11:52:41,652 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.835, mIoU: 0.344
2023-07-24 11:52:41,666 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,681 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.835, mIoU: 0.345
2023-07-24 11:52:41,693 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.835, mIoU: 0.345
2023-07-24 11:52:41,706 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,717 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,732 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,747 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,761 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.834, mIoU: 0.346
2023-07-24 11:52:41,774 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.835, mIoU: 0.346
2023-07-24 11:52:41,785 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.834, mIoU: 0.346
2023-07-24 11:52:41,798 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.835, mIoU: 0.346
2023-07-24 11:52:41,813 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.834, mIoU: 0.346
2023-07-24 11:52:41,827 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 11:52:41,840 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.834, mIoU: 0.346
2023-07-24 11:52:41,855 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.835, mIoU: 0.346
2023-07-24 11:52:41,868 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.835, mIoU: 0.346
2023-07-24 11:52:41,883 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.834, mIoU: 0.346
2023-07-24 11:52:41,896 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,911 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,924 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,939 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,954 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,966 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,981 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:41,998 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,014 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,029 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,043 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,057 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,071 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,085 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,099 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:42,113 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,125 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,137 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,150 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,165 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:42,178 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:42,193 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,208 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:42,219 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:42,233 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:42,248 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,262 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,275 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,289 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,303 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,316 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,329 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,344 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:42,358 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,371 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,382 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:42,399 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:42,413 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:42,428 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:42,441 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:42,455 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:42,470 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,485 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,500 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,512 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,527 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,540 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.832, mIoU: 0.349
2023-07-24 11:52:42,555 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,569 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,582 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.832, mIoU: 0.350
2023-07-24 11:52:42,598 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,611 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,626 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,640 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,655 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,669 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,684 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,698 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,712 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,728 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,742 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,757 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,772 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.833, mIoU: 0.350
2023-07-24 11:52:42,782 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,795 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,808 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,823 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,837 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:42,853 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:42,866 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,880 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,894 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:42,908 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,923 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,938 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,951 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:42,965 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:42,980 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:42,994 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:43,008 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:43,024 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:43,039 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:43,055 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:43,067 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:43,082 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:43,097 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:43,110 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:43,124 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.834, mIoU: 0.351
2023-07-24 11:52:43,139 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.834, mIoU: 0.351
2023-07-24 11:52:43,152 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.834, mIoU: 0.351
2023-07-24 11:52:43,167 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.834, mIoU: 0.351
2023-07-24 11:52:43,180 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,193 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,207 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,222 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,236 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,250 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,265 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,278 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:43,290 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.836, mIoU: 0.352
2023-07-24 11:52:43,304 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,316 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,329 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,343 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,358 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,372 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,387 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,399 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,412 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,427 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,442 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,454 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,469 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,482 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,497 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,510 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,526 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,541 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,555 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,564 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,579 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,594 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,607 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,621 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,636 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,650 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,663 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,678 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:43,692 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:43,707 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:43,722 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:43,736 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:43,753 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:43,768 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:43,781 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:43,796 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.835, mIoU: 0.347
2023-07-24 11:52:43,811 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:43,824 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.835, mIoU: 0.348
2023-07-24 11:52:43,837 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,852 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.835, mIoU: 0.349
2023-07-24 11:52:43,867 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,881 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,888 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,901 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:43,913 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:43,925 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,937 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:43,951 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,965 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:43,979 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:43,990 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,003 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,017 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,028 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.835, mIoU: 0.353
2023-07-24 11:52:44,045 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.835, mIoU: 0.353
2023-07-24 11:52:44,058 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,073 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,088 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,102 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,117 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,128 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,141 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,156 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.835, mIoU: 0.353
2023-07-24 11:52:44,171 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,186 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.835, mIoU: 0.352
2023-07-24 11:52:44,200 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:44,213 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:44,223 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:44,233 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,246 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:44,257 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:44,271 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,284 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,297 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,312 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:44,326 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:44,339 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,353 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,368 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,381 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,396 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,409 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,422 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:44,436 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,451 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:44,464 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:44,477 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,491 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,503 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,519 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,531 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,546 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,560 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.836, mIoU: 0.349
2023-07-24 11:52:44,577 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:44,592 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,605 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.837, mIoU: 0.349
2023-07-24 11:52:44,619 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.837, mIoU: 0.349
2023-07-24 11:52:44,634 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,649 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,663 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,676 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,689 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,704 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.837, mIoU: 0.350
2023-07-24 11:52:44,719 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.837, mIoU: 0.351
2023-07-24 11:52:44,734 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.837, mIoU: 0.351
2023-07-24 11:52:44,749 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.837, mIoU: 0.351
2023-07-24 11:52:44,764 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.838, mIoU: 0.352
2023-07-24 11:52:44,780 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.838, mIoU: 0.352
2023-07-24 11:52:44,794 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,809 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,822 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,837 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,847 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,860 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,874 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,886 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,900 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.837, mIoU: 0.352
2023-07-24 11:52:44,914 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,929 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,943 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,958 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,972 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,986 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:44,998 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.836, mIoU: 0.351
2023-07-24 11:52:45,012 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,025 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,039 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,053 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,066 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,081 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,094 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.836, mIoU: 0.350
2023-07-24 11:52:45,108 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,122 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,137 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,151 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,165 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,178 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,190 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,204 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,217 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,230 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,245 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,260 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,275 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,287 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,300 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,316 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:45,331 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:45,347 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:45,361 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:45,374 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:45,389 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.834, mIoU: 0.350
2023-07-24 11:52:45,404 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,419 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,434 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,449 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,463 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,476 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,490 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.835, mIoU: 0.351
2023-07-24 11:52:45,505 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.835, mIoU: 0.350
2023-07-24 11:52:45,519 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.834, mIoU: 0.349
2023-07-24 11:52:45,532 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.834, mIoU: 0.347
2023-07-24 11:52:45,546 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,558 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,572 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,586 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,601 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,612 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.834, mIoU: 0.348
2023-07-24 11:52:45,626 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,639 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,654 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,667 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,681 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,696 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,710 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,725 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,740 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,754 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,767 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,781 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.833, mIoU: 0.349
2023-07-24 11:52:45,796 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:45,809 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.833, mIoU: 0.348
2023-07-24 11:52:45,823 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,836 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,845 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,859 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,874 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,887 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:45,902 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:45,916 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:45,929 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:45,942 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:45,957 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:45,972 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:45,986 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:46,003 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,017 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,034 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,048 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,062 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,078 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,093 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,107 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,119 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,132 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,146 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:46,161 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,176 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,190 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,203 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,218 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,231 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,244 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,259 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,275 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:46,290 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:46,305 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:46,318 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:46,333 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.833, mIoU: 0.347
2023-07-24 11:52:46,348 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:46,363 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,378 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,391 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,407 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,419 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,432 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,444 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,459 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,473 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,488 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,502 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,512 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,525 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,540 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,555 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,568 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,582 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,597 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,612 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,624 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.833, mIoU: 0.346
2023-07-24 11:52:46,638 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,652 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,665 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,679 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,691 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,704 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,719 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,734 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,748 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,763 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.833, mIoU: 0.345
2023-07-24 11:52:46,775 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,790 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,804 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,817 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,831 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,846 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,861 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.832, mIoU: 0.345
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2023-07-24 11:52:46,888 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,900 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,914 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:46,928 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,942 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,954 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,968 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,984 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:46,997 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,007 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,021 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,035 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,049 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,063 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,076 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,092 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,106 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,119 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,134 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,149 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,164 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,179 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,195 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,209 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,223 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:47,238 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:47,251 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,265 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,281 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:47,296 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:47,309 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.832, mIoU: 0.344
2023-07-24 11:52:47,323 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:47,333 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:47,348 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:47,363 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:47,378 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:47,390 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:47,405 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:47,420 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,434 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,445 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,459 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,473 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,483 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,498 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,512 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,527 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,539 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,551 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,566 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,580 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,594 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,607 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:47,622 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:47,635 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,648 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:47,662 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:47,677 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.832, mIoU: 0.347
2023-07-24 11:52:47,691 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,706 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,722 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,734 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,749 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,763 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,777 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,792 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,804 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,817 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,832 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,847 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,862 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,875 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,888 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,903 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:47,918 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,931 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,944 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,959 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,974 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:47,989 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.832, mIoU: 0.346
2023-07-24 11:52:48,003 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,018 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,034 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,047 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,061 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,076 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,089 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.832, mIoU: 0.345
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2023-07-24 11:52:48,133 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,147 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.832, mIoU: 0.345
2023-07-24 11:52:48,162 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:48,176 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:48,190 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:48,203 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:48,217 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:48,232 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,246 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,260 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,274 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,289 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,301 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,313 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,328 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,343 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,356 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,371 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,386 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,400 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,415 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,429 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,443 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:48,458 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,470 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,482 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,495 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,508 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,521 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,536 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,550 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,563 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.831, mIoU: 0.347
2023-07-24 11:52:48,575 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,590 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,601 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,615 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,629 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,644 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,659 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,673 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,686 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,700 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,714 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,727 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,742 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,757 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,772 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,785 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,799 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,814 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,828 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,842 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,855 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,870 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:48,884 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:48,898 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,912 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:48,925 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,939 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:48,953 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:48,968 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:48,982 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:48,997 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:49,011 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,026 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:49,036 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:49,050 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:49,063 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.830, mIoU: 0.346
2023-07-24 11:52:49,075 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.831, mIoU: 0.346
2023-07-24 11:52:49,092 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,109 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,123 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,135 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,148 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,161 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,176 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,190 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:49,204 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,219 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,231 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,246 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,261 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,273 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,288 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,302 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,315 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,329 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,340 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,356 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,371 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,385 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,400 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,413 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,425 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,439 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,453 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 11:52:49,467 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,479 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,492 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,506 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,521 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,535 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,547 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,562 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,578 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,593 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,608 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,623 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,631 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,646 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,658 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,671 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.831, mIoU: 0.345
2023-07-24 11:52:49,685 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 11:52:49,700 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.831, mIoU: 0.344
2023-07-24 11:52:49,714 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 11:52:49,730 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:49,745 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 11:52:49,759 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.830, mIoU: 0.344
2023-07-24 11:52:49,774 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:49,787 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:49,801 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,817 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,831 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,846 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,861 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,878 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,890 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,904 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,919 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,933 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,946 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,959 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,974 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:49,988 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,003 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,017 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,031 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,046 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,060 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,073 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,088 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,101 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,116 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,133 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,148 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,162 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,175 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,191 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,205 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,220 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,234 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,249 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,264 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,278 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,291 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,305 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,318 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,333 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,347 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,362 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,377 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,392 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,406 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,417 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,432 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,445 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,459 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.829, mIoU: 0.341
2023-07-24 11:52:50,474 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,488 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:52:50,503 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,514 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,525 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,541 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,556 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,570 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,583 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,597 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.830, mIoU: 0.341
2023-07-24 11:52:50,611 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,624 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,639 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,654 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,667 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,681 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,693 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.830, mIoU: 0.342
2023-07-24 11:52:50,707 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,721 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,736 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,748 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,762 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,777 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,791 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,807 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,820 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,834 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,849 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.830, mIoU: 0.343
2023-07-24 11:52:50,866 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.829, mIoU: 0.342
2023-07-24 11:53:07,301 semantic_segmentation INFO: Iters: 2410/150000 || Lr: 0.019711 || Task Loss: 0.8954 || KD Loss: 0.3650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:51 || Estimated Time: 2 days, 20:14:13
2023-07-24 11:53:23,695 semantic_segmentation INFO: Iters: 2420/150000 || Lr: 0.019709 || Task Loss: 0.8300 || KD Loss: 0.3019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:08 || Estimated Time: 2 days, 20:13:41
2023-07-24 11:53:40,263 semantic_segmentation INFO: Iters: 2430/150000 || Lr: 0.019708 || Task Loss: 1.7343 || KD Loss: 0.8227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:24 || Estimated Time: 2 days, 20:13:18
2023-07-24 11:53:56,647 semantic_segmentation INFO: Iters: 2440/150000 || Lr: 0.019707 || Task Loss: 0.9039 || KD Loss: 0.3498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:41 || Estimated Time: 2 days, 20:12:46
2023-07-24 11:54:13,098 semantic_segmentation INFO: Iters: 2450/150000 || Lr: 0.019706 || Task Loss: 0.9934 || KD Loss: 0.4740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:57 || Estimated Time: 2 days, 20:12:19
2023-07-24 11:54:29,789 semantic_segmentation INFO: Iters: 2460/150000 || Lr: 0.019705 || Task Loss: 0.7356 || KD Loss: 0.3795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:14 || Estimated Time: 2 days, 20:12:04
2023-07-24 11:54:46,171 semantic_segmentation INFO: Iters: 2470/150000 || Lr: 0.019703 || Task Loss: 1.2436 || KD Loss: 0.5488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:30 || Estimated Time: 2 days, 20:11:33
2023-07-24 11:55:02,596 semantic_segmentation INFO: Iters: 2480/150000 || Lr: 0.019702 || Task Loss: 1.1076 || KD Loss: 0.5410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 20:11:03
2023-07-24 11:55:18,986 semantic_segmentation INFO: Iters: 2490/150000 || Lr: 0.019701 || Task Loss: 1.0206 || KD Loss: 0.4351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:03 || Estimated Time: 2 days, 20:10:31
2023-07-24 11:55:35,346 semantic_segmentation INFO: Iters: 2500/150000 || Lr: 0.019700 || Task Loss: 0.9166 || KD Loss: 0.4050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:19 || Estimated Time: 2 days, 20:09:58
2023-07-24 11:55:51,739 semantic_segmentation INFO: Iters: 2510/150000 || Lr: 0.019699 || Task Loss: 0.7722 || KD Loss: 0.3598|| 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: 1:09:36 || Estimated Time: 2 days, 20:09:29
2023-07-24 11:56:08,149 semantic_segmentation INFO: Iters: 2520/150000 || Lr: 0.019697 || Task Loss: 0.9451 || KD Loss: 0.2824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:52 || Estimated Time: 2 days, 20:08:57
2023-07-24 11:56:24,487 semantic_segmentation INFO: Iters: 2530/150000 || Lr: 0.019696 || Task Loss: 0.8917 || KD Loss: 0.3295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:08 || Estimated Time: 2 days, 20:08:23
2023-07-24 11:56:41,060 semantic_segmentation INFO: Iters: 2540/150000 || Lr: 0.019695 || Task Loss: 0.8348 || KD Loss: 0.3575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:25 || Estimated Time: 2 days, 20:07:58
2023-07-24 11:57:00,780 semantic_segmentation INFO: Iters: 2550/150000 || Lr: 0.019694 || Task Loss: 0.8914 || KD Loss: 0.3571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:45 || Estimated Time: 2 days, 20:10:40
2023-07-24 11:57:17,058 semantic_segmentation INFO: Iters: 2560/150000 || Lr: 0.019693 || Task Loss: 1.0772 || KD Loss: 0.3925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:01 || Estimated Time: 2 days, 20:10:08
2023-07-24 11:57:33,322 semantic_segmentation INFO: Iters: 2570/150000 || Lr: 0.019691 || Task Loss: 1.2760 || KD Loss: 0.6261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:17 || Estimated Time: 2 days, 20:09:28
2023-07-24 11:57:49,691 semantic_segmentation INFO: Iters: 2580/150000 || Lr: 0.019690 || Task Loss: 1.1376 || KD Loss: 0.5544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:34 || Estimated Time: 2 days, 20:08:57
2023-07-24 11:58:06,086 semantic_segmentation INFO: Iters: 2590/150000 || Lr: 0.019689 || Task Loss: 1.0609 || KD Loss: 0.4293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:50 || Estimated Time: 2 days, 20:08:27
2023-07-24 11:58:22,456 semantic_segmentation INFO: Iters: 2600/150000 || Lr: 0.019688 || Task Loss: 0.8568 || KD Loss: 0.3499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2992|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:06 || Estimated Time: 2 days, 20:07:54
2023-07-24 11:58:38,858 semantic_segmentation INFO: Iters: 2610/150000 || Lr: 0.019687 || Task Loss: 0.8794 || KD Loss: 0.2911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:23 || Estimated Time: 2 days, 20:07:24
2023-07-24 11:58:55,257 semantic_segmentation INFO: Iters: 2620/150000 || Lr: 0.019685 || Task Loss: 1.0939 || KD Loss: 0.4162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:39 || Estimated Time: 2 days, 20:06:53
2023-07-24 11:59:11,580 semantic_segmentation INFO: Iters: 2630/150000 || Lr: 0.019684 || Task Loss: 0.8765 || KD Loss: 0.2801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:56 || Estimated Time: 2 days, 20:06:19
2023-07-24 11:59:28,018 semantic_segmentation INFO: Iters: 2640/150000 || Lr: 0.019683 || Task Loss: 0.8323 || KD Loss: 0.4221|| 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: 1:13:12 || Estimated Time: 2 days, 20:05:51
2023-07-24 11:59:44,346 semantic_segmentation INFO: Iters: 2650/150000 || Lr: 0.019682 || Task Loss: 0.9681 || KD Loss: 0.3363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:28 || Estimated Time: 2 days, 20:05:18
2023-07-24 12:00:00,796 semantic_segmentation INFO: Iters: 2660/150000 || Lr: 0.019681 || Task Loss: 0.6563 || KD Loss: 0.2687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:45 || Estimated Time: 2 days, 20:04:50
2023-07-24 12:00:17,178 semantic_segmentation INFO: Iters: 2670/150000 || Lr: 0.019679 || Task Loss: 0.9089 || KD Loss: 0.3715|| 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: 1:14:01 || Estimated Time: 2 days, 20:04:20
2023-07-24 12:00:33,543 semantic_segmentation INFO: Iters: 2680/150000 || Lr: 0.019678 || Task Loss: 0.8509 || KD Loss: 0.3006|| 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: 1:14:18 || Estimated Time: 2 days, 20:03:50
2023-07-24 12:00:49,933 semantic_segmentation INFO: Iters: 2690/150000 || Lr: 0.019677 || Task Loss: 0.9997 || KD Loss: 0.4389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 20:03:19
2023-07-24 12:01:06,329 semantic_segmentation INFO: Iters: 2700/150000 || Lr: 0.019676 || Task Loss: 0.9786 || KD Loss: 0.3459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:50 || Estimated Time: 2 days, 20:02:49
2023-07-24 12:01:22,683 semantic_segmentation INFO: Iters: 2710/150000 || Lr: 0.019675 || Task Loss: 1.4351 || KD Loss: 0.6415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:07 || Estimated Time: 2 days, 20:02:20
2023-07-24 12:01:39,080 semantic_segmentation INFO: Iters: 2720/150000 || Lr: 0.019673 || Task Loss: 0.8992 || KD Loss: 0.3298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:23 || Estimated Time: 2 days, 20:01:50
2023-07-24 12:01:55,458 semantic_segmentation INFO: Iters: 2730/150000 || Lr: 0.019672 || Task Loss: 0.8789 || KD Loss: 0.3707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:39 || Estimated Time: 2 days, 20:01:19
2023-07-24 12:02:11,839 semantic_segmentation INFO: Iters: 2740/150000 || Lr: 0.019671 || Task Loss: 1.4531 || KD Loss: 0.7189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:56 || Estimated Time: 2 days, 20:00:48
2023-07-24 12:02:28,234 semantic_segmentation INFO: Iters: 2750/150000 || Lr: 0.019670 || Task Loss: 1.2898 || KD Loss: 0.6350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2895|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:12 || Estimated Time: 2 days, 20:00:19
2023-07-24 12:02:44,595 semantic_segmentation INFO: Iters: 2760/150000 || Lr: 0.019669 || Task Loss: 0.8028 || KD Loss: 0.3607|| 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: 1:16:29 || Estimated Time: 2 days, 19:59:49
2023-07-24 12:03:00,994 semantic_segmentation INFO: Iters: 2770/150000 || Lr: 0.019667 || Task Loss: 1.2332 || KD Loss: 0.7221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:45 || Estimated Time: 2 days, 19:59:20
2023-07-24 12:03:17,380 semantic_segmentation INFO: Iters: 2780/150000 || Lr: 0.019666 || Task Loss: 0.7900 || KD Loss: 0.3732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:01 || Estimated Time: 2 days, 19:58:51
2023-07-24 12:03:33,752 semantic_segmentation INFO: Iters: 2790/150000 || Lr: 0.019665 || Task Loss: 0.7528 || KD Loss: 0.3024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:18 || Estimated Time: 2 days, 19:58:21
2023-07-24 12:03:50,107 semantic_segmentation INFO: Iters: 2800/150000 || Lr: 0.019664 || Task Loss: 0.6455 || KD Loss: 0.2501|| 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: 1:17:34 || Estimated Time: 2 days, 19:57:51
2023-07-24 12:04:06,533 semantic_segmentation INFO: Iters: 2810/150000 || Lr: 0.019663 || Task Loss: 1.2468 || KD Loss: 0.5332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:51 || Estimated Time: 2 days, 19:57:24
2023-07-24 12:04:22,923 semantic_segmentation INFO: Iters: 2820/150000 || Lr: 0.019661 || Task Loss: 0.9587 || KD Loss: 0.4100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:07 || Estimated Time: 2 days, 19:56:55
2023-07-24 12:04:39,290 semantic_segmentation INFO: Iters: 2830/150000 || Lr: 0.019660 || Task Loss: 0.9824 || KD Loss: 0.3305|| 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: 1:18:23 || Estimated Time: 2 days, 19:56:25
2023-07-24 12:04:55,679 semantic_segmentation INFO: Iters: 2840/150000 || Lr: 0.019659 || Task Loss: 1.2949 || KD Loss: 0.5664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:40 || Estimated Time: 2 days, 19:55:56
2023-07-24 12:05:12,071 semantic_segmentation INFO: Iters: 2850/150000 || Lr: 0.019658 || Task Loss: 1.1138 || KD Loss: 0.4875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:56 || Estimated Time: 2 days, 19:55:28
2023-07-24 12:05:28,444 semantic_segmentation INFO: Iters: 2860/150000 || Lr: 0.019657 || Task Loss: 1.0434 || KD Loss: 0.3950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2990|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:12 || Estimated Time: 2 days, 19:54:59
2023-07-24 12:05:44,846 semantic_segmentation INFO: Iters: 2870/150000 || Lr: 0.019655 || Task Loss: 0.9692 || KD Loss: 0.3486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2979|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:29 || Estimated Time: 2 days, 19:54:31
2023-07-24 12:06:01,179 semantic_segmentation INFO: Iters: 2880/150000 || Lr: 0.019654 || Task Loss: 0.9605 || KD Loss: 0.4108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:45 || Estimated Time: 2 days, 19:54:00
2023-07-24 12:06:17,598 semantic_segmentation INFO: Iters: 2890/150000 || Lr: 0.019653 || Task Loss: 1.2764 || KD Loss: 0.5993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:02 || Estimated Time: 2 days, 19:53:33
2023-07-24 12:06:33,997 semantic_segmentation INFO: Iters: 2900/150000 || Lr: 0.019652 || Task Loss: 0.8065 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:18 || Estimated Time: 2 days, 19:53:06
2023-07-24 12:06:50,359 semantic_segmentation INFO: Iters: 2910/150000 || Lr: 0.019651 || Task Loss: 0.8130 || KD Loss: 0.3158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:34 || Estimated Time: 2 days, 19:52:36
2023-07-24 12:07:06,722 semantic_segmentation INFO: Iters: 2920/150000 || Lr: 0.019649 || Task Loss: 0.8522 || KD Loss: 0.2547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:51 || Estimated Time: 2 days, 19:52:07
2023-07-24 12:07:23,075 semantic_segmentation INFO: Iters: 2930/150000 || Lr: 0.019648 || Task Loss: 0.9392 || KD Loss: 0.4351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:07 || Estimated Time: 2 days, 19:51:39
2023-07-24 12:07:39,529 semantic_segmentation INFO: Iters: 2940/150000 || Lr: 0.019647 || Task Loss: 1.3755 || KD Loss: 0.5232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:24 || Estimated Time: 2 days, 19:51:13
2023-07-24 12:07:55,854 semantic_segmentation INFO: Iters: 2950/150000 || Lr: 0.019646 || Task Loss: 0.7953 || KD Loss: 0.3739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2877|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:40 || Estimated Time: 2 days, 19:50:43
2023-07-24 12:08:12,277 semantic_segmentation INFO: Iters: 2960/150000 || Lr: 0.019645 || Task Loss: 1.0455 || KD Loss: 0.4335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:56 || Estimated Time: 2 days, 19:50:18
2023-07-24 12:08:28,693 semantic_segmentation INFO: Iters: 2970/150000 || Lr: 0.019643 || Task Loss: 0.6981 || KD Loss: 0.1981|| 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: 1:22:13 || Estimated Time: 2 days, 19:49:50
2023-07-24 12:08:45,073 semantic_segmentation INFO: Iters: 2980/150000 || Lr: 0.019642 || Task Loss: 1.1233 || KD Loss: 0.5033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:29 || Estimated Time: 2 days, 19:49:22
2023-07-24 12:09:01,432 semantic_segmentation INFO: Iters: 2990/150000 || Lr: 0.019641 || Task Loss: 0.9719 || KD Loss: 0.4676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:45 || Estimated Time: 2 days, 19:48:55
2023-07-24 12:09:17,837 semantic_segmentation INFO: Iters: 3000/150000 || Lr: 0.019640 || Task Loss: 1.9120 || KD Loss: 1.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:02 || Estimated Time: 2 days, 19:48:28
2023-07-24 12:09:34,218 semantic_segmentation INFO: Iters: 3010/150000 || Lr: 0.019639 || Task Loss: 0.8051 || KD Loss: 0.3397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:18 || Estimated Time: 2 days, 19:48:01
2023-07-24 12:09:50,590 semantic_segmentation INFO: Iters: 3020/150000 || Lr: 0.019637 || Task Loss: 1.1252 || KD Loss: 0.5424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:35 || Estimated Time: 2 days, 19:47:32
2023-07-24 12:10:06,992 semantic_segmentation INFO: Iters: 3030/150000 || Lr: 0.019636 || Task Loss: 0.8787 || KD Loss: 0.3811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:51 || Estimated Time: 2 days, 19:47:05
2023-07-24 12:10:23,350 semantic_segmentation INFO: Iters: 3040/150000 || Lr: 0.019635 || Task Loss: 0.9166 || KD Loss: 0.3673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:07 || Estimated Time: 2 days, 19:46:38
2023-07-24 12:10:39,768 semantic_segmentation INFO: Iters: 3050/150000 || Lr: 0.019634 || Task Loss: 0.8990 || KD Loss: 0.3332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:24 || Estimated Time: 2 days, 19:46:13
2023-07-24 12:10:56,345 semantic_segmentation INFO: Iters: 3060/150000 || Lr: 0.019633 || Task Loss: 1.1162 || KD Loss: 0.4702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:40 || Estimated Time: 2 days, 19:45:53
2023-07-24 12:11:12,711 semantic_segmentation INFO: Iters: 3070/150000 || Lr: 0.019631 || Task Loss: 1.2300 || KD Loss: 0.5044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:57 || Estimated Time: 2 days, 19:45:25
2023-07-24 12:11:29,088 semantic_segmentation INFO: Iters: 3080/150000 || Lr: 0.019630 || Task Loss: 1.4796 || KD Loss: 0.7863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2939|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:13 || Estimated Time: 2 days, 19:45:00
2023-07-24 12:11:45,472 semantic_segmentation INFO: Iters: 3090/150000 || Lr: 0.019629 || Task Loss: 1.3871 || KD Loss: 0.6823|| 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: 1:25:29 || Estimated Time: 2 days, 19:44:31
2023-07-24 12:12:01,867 semantic_segmentation INFO: Iters: 3100/150000 || Lr: 0.019628 || Task Loss: 1.1332 || KD Loss: 0.5002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:44:06
2023-07-24 12:12:18,240 semantic_segmentation INFO: Iters: 3110/150000 || Lr: 0.019627 || Task Loss: 0.6377 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:02 || Estimated Time: 2 days, 19:43:39
2023-07-24 12:12:34,610 semantic_segmentation INFO: Iters: 3120/150000 || Lr: 0.019625 || Task Loss: 0.8828 || KD Loss: 0.3426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:19 || Estimated Time: 2 days, 19:43:12
2023-07-24 12:12:51,026 semantic_segmentation INFO: Iters: 3130/150000 || Lr: 0.019624 || Task Loss: 1.2770 || KD Loss: 0.5422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:35 || Estimated Time: 2 days, 19:42:47
2023-07-24 12:13:07,388 semantic_segmentation INFO: Iters: 3140/150000 || Lr: 0.019623 || Task Loss: 0.9489 || KD Loss: 0.4233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:51 || Estimated Time: 2 days, 19:42:19
2023-07-24 12:13:23,764 semantic_segmentation INFO: Iters: 3150/150000 || Lr: 0.019622 || Task Loss: 1.1615 || KD Loss: 0.5776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:08 || Estimated Time: 2 days, 19:41:52
2023-07-24 12:13:40,163 semantic_segmentation INFO: Iters: 3160/150000 || Lr: 0.019621 || Task Loss: 0.8912 || KD Loss: 0.3635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:24 || Estimated Time: 2 days, 19:41:26
2023-07-24 12:13:56,566 semantic_segmentation INFO: Iters: 3170/150000 || Lr: 0.019619 || Task Loss: 1.0266 || KD Loss: 0.5231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2898|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:41 || Estimated Time: 2 days, 19:41:00
2023-07-24 12:14:12,948 semantic_segmentation INFO: Iters: 3180/150000 || Lr: 0.019618 || Task Loss: 0.9199 || KD Loss: 0.3502|| 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: 1:27:57 || Estimated Time: 2 days, 19:40:34
2023-07-24 12:14:29,302 semantic_segmentation INFO: Iters: 3190/150000 || Lr: 0.019617 || Task Loss: 0.8426 || KD Loss: 0.3594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:13 || Estimated Time: 2 days, 19:40:05
2023-07-24 12:14:45,730 semantic_segmentation INFO: Iters: 3200/150000 || Lr: 0.019616 || Task Loss: 1.0198 || KD Loss: 0.4527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:30 || Estimated Time: 2 days, 19:39:41
2023-07-24 12:14:45,847 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 12:14:46,293 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.855, mIoU: 0.061
2023-07-24 12:14:46,322 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.883, mIoU: 0.099
2023-07-24 12:14:46,334 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.908, mIoU: 0.129
2023-07-24 12:14:46,348 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.926, mIoU: 0.133
2023-07-24 12:14:46,361 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.878, mIoU: 0.180
2023-07-24 12:14:46,372 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.843, mIoU: 0.181
2023-07-24 12:14:46,386 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.852, mIoU: 0.210
2023-07-24 12:14:46,400 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.868, mIoU: 0.228
2023-07-24 12:14:46,412 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.874, mIoU: 0.265
2023-07-24 12:14:46,425 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.882, mIoU: 0.301
2023-07-24 12:14:46,439 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.869, mIoU: 0.303
2023-07-24 12:14:46,453 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.878, mIoU: 0.301
2023-07-24 12:14:46,465 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.843, mIoU: 0.296
2023-07-24 12:14:46,479 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.840, mIoU: 0.282
2023-07-24 12:14:46,492 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.835, mIoU: 0.264
2023-07-24 12:14:46,504 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.839, mIoU: 0.259
2023-07-24 12:14:46,515 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.838, mIoU: 0.257
2023-07-24 12:14:46,527 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.831, mIoU: 0.251
2023-07-24 12:14:46,541 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.836, mIoU: 0.252
2023-07-24 12:14:46,556 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.841, mIoU: 0.286
2023-07-24 12:14:46,569 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.838, mIoU: 0.292
2023-07-24 12:14:46,584 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.838, mIoU: 0.288
2023-07-24 12:14:46,598 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.835, mIoU: 0.324
2023-07-24 12:14:46,613 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.839, mIoU: 0.323
2023-07-24 12:14:46,628 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.834, mIoU: 0.309
2023-07-24 12:14:46,642 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.834, mIoU: 0.313
2023-07-24 12:14:46,656 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.838, mIoU: 0.312
2023-07-24 12:14:46,667 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.842, mIoU: 0.312
2023-07-24 12:14:46,682 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.839, mIoU: 0.300
2023-07-24 12:14:46,696 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.845, mIoU: 0.301
2023-07-24 12:14:46,710 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.841, mIoU: 0.299
2023-07-24 12:14:46,724 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.845, mIoU: 0.300
2023-07-24 12:14:46,739 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.846, mIoU: 0.300
2023-07-24 12:14:46,753 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.845, mIoU: 0.297
2023-07-24 12:14:46,767 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.848, mIoU: 0.305
2023-07-24 12:14:46,781 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.849, mIoU: 0.305
2023-07-24 12:14:46,794 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.852, mIoU: 0.308
2023-07-24 12:14:46,806 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-24 12:14:46,823 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.858, mIoU: 0.357
2023-07-24 12:14:46,836 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.858, mIoU: 0.356
2023-07-24 12:14:46,849 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.858, mIoU: 0.390
2023-07-24 12:14:46,864 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.861, mIoU: 0.390
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2023-07-24 12:14:46,981 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.855, mIoU: 0.384
2023-07-24 12:14:46,996 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.852, mIoU: 0.376
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2023-07-24 12:14:47,125 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.853, mIoU: 0.394
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2023-07-24 12:14:47,182 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.854, mIoU: 0.405
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2023-07-24 12:14:47,271 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.858, mIoU: 0.437
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2023-07-24 12:14:52,564 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.863, mIoU: 0.445
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2023-07-24 12:14:52,649 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.862, mIoU: 0.443
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2023-07-24 12:14:52,703 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.862, mIoU: 0.443
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2023-07-24 12:14:52,727 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,741 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,756 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,771 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:14:52,787 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:14:52,802 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:14:52,817 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,826 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,836 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:14:52,849 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-24 12:14:52,862 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:14:52,877 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:14:52,890 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:14:52,905 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:14:52,921 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:14:52,936 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:14:52,951 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:14:52,965 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:14:52,979 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:14:52,993 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:14:53,008 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:14:53,021 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 12:14:53,036 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.862, mIoU: 0.449
2023-07-24 12:14:53,047 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-24 12:14:53,061 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.863, mIoU: 0.449
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2023-07-24 12:14:53,090 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.863, mIoU: 0.450
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2023-07-24 12:14:53,118 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-24 12:14:53,128 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-24 12:14:53,141 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.863, mIoU: 0.452
2023-07-24 12:14:53,156 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:53,170 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:53,183 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:53,196 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:53,209 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,224 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.864, mIoU: 0.455
2023-07-24 12:14:53,239 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,253 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,262 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,277 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.864, mIoU: 0.454
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2023-07-24 12:14:53,335 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-24 12:14:53,348 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.865, mIoU: 0.456
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2023-07-24 12:14:53,463 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:53,478 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.864, mIoU: 0.454
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2023-07-24 12:14:53,506 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,520 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.865, mIoU: 0.454
2023-07-24 12:14:53,535 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.865, mIoU: 0.457
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2023-07-24 12:14:53,565 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.864, mIoU: 0.454
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2023-07-24 12:14:53,591 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,606 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,620 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:53,635 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-24 12:14:53,649 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.863, mIoU: 0.453
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2023-07-24 12:14:53,676 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.864, mIoU: 0.452
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2023-07-24 12:14:53,719 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:53,730 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.863, mIoU: 0.456
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2023-07-24 12:14:53,769 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.863, mIoU: 0.458
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2023-07-24 12:14:53,796 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 12:14:53,811 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 12:14:53,825 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.863, mIoU: 0.459
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2023-07-24 12:14:53,849 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:53,863 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:53,879 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:53,894 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.864, mIoU: 0.460
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2023-07-24 12:14:53,923 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:14:53,949 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:53,964 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:53,980 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:53,995 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:54,008 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:14:54,037 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:54,051 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:54,066 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:14:54,365 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 12:14:54,378 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 12:14:54,392 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,406 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.863, mIoU: 0.455
2023-07-24 12:14:54,421 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,434 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.863, mIoU: 0.454
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2023-07-24 12:14:54,459 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,474 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,489 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.863, mIoU: 0.453
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2023-07-24 12:14:54,518 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-24 12:14:54,533 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,545 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.863, mIoU: 0.454
2023-07-24 12:14:54,560 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:54,575 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.864, mIoU: 0.454
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2023-07-24 12:14:54,603 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:54,618 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:54,633 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.864, mIoU: 0.453
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2023-07-24 12:14:54,663 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.864, mIoU: 0.454
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2023-07-24 12:14:54,733 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:14:54,748 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:54,760 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:14:54,775 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.865, mIoU: 0.453
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2023-07-24 12:14:55,167 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.865, mIoU: 0.464
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2023-07-24 12:14:55,370 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,386 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 12:14:55,399 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,412 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,425 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,438 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,452 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,467 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,482 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.864, mIoU: 0.462
2023-07-24 12:14:55,496 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,510 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,522 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,537 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,551 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:55,563 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:55,576 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:14:55,589 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,604 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,619 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,631 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,645 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,661 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,675 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,688 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,700 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,708 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.864, mIoU: 0.461
2023-07-24 12:14:55,722 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:14:55,737 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,751 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,765 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,779 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,793 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,808 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,822 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:55,835 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:55,849 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:55,863 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:55,877 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,892 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,904 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:55,917 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:55,929 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,942 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,955 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:55,969 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:55,982 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:55,996 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 12:14:56,011 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 12:14:56,022 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 12:14:56,036 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:56,049 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:56,060 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:56,075 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 12:14:56,090 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 12:14:56,104 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,119 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:56,133 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:56,148 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,161 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,176 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,191 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,207 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,223 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,237 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 12:14:56,253 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.866, mIoU: 0.467
2023-07-24 12:14:56,266 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,278 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,291 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,306 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,322 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,335 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,348 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,363 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,378 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,394 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,408 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,423 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,435 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,450 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,462 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,477 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,491 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,504 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,520 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,532 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,547 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,562 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,574 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,586 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,601 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,615 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:56,630 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,645 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,657 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,670 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,684 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.866, mIoU: 0.466
2023-07-24 12:14:56,697 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.867, mIoU: 0.466
2023-07-24 12:14:56,712 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.867, mIoU: 0.467
2023-07-24 12:14:56,729 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,742 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,757 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:56,770 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,785 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,800 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,813 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,826 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,840 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,854 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,867 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,881 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,896 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,909 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,921 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,936 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,950 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:56,966 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:56,979 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:56,992 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,005 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,019 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,032 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,045 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,059 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,074 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,087 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,102 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,118 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,133 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,148 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,161 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,173 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,187 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,200 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,213 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,226 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,241 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,254 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.866, mIoU: 0.465
2023-07-24 12:14:57,267 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,281 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,296 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,311 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,326 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,339 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,352 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,368 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,384 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:57,399 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:57,413 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:57,426 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:57,438 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,450 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,465 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.867, mIoU: 0.465
2023-07-24 12:14:57,481 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,495 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,509 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,520 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,533 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,548 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,563 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,576 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,590 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,603 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,618 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,631 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,646 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,658 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:57,673 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:57,688 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,700 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,715 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,730 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,744 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,759 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,773 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,787 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,802 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,815 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,830 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,844 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,857 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,870 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,883 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:14:57,898 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:57,912 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,928 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,942 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,953 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,968 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:57,983 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:57,998 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,011 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,026 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,040 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,052 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,066 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,081 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,096 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:58,109 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:58,120 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.866, mIoU: 0.464
2023-07-24 12:14:58,137 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,152 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,167 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,180 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,195 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,210 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,225 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,240 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,253 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,267 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,280 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,294 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,308 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.865, mIoU: 0.463
2023-07-24 12:14:58,320 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,335 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,347 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,362 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,376 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,391 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,406 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,420 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,434 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,447 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,462 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,477 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,492 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,506 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,516 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,529 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,542 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,556 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,570 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:58,585 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,597 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,611 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,626 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,639 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 12:14:58,654 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,669 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,682 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,697 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,712 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:14:58,726 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,739 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,753 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,768 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:58,783 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:58,795 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:58,810 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:58,824 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:14:58,837 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:58,850 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,865 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,877 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,891 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,904 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,917 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,932 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,946 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:58,961 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,977 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:58,991 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,004 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,017 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:14:59,032 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,045 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,058 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,073 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:14:59,088 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,102 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:14:59,118 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,131 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,144 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,159 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,174 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,186 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,201 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,213 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,228 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,242 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,257 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,272 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,286 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,294 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,310 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,325 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,338 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,352 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,367 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,382 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,395 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,411 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,426 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:14:59,441 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:14:59,455 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,470 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,486 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,501 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,514 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,528 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:14:59,543 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:14:59,557 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:14:59,569 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:14:59,584 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,599 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,613 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,620 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,633 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,645 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:14:59,657 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:14:59,668 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,682 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,696 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,710 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,721 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,734 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,749 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,759 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,774 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,787 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:14:59,802 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,817 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,831 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.462
2023-07-24 12:14:59,846 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:59,857 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:59,870 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.463
2023-07-24 12:14:59,884 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,899 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:14:59,914 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:14:59,928 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,941 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,951 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,962 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,975 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:14:59,986 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:15:00,001 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:15:00,013 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:15:00,027 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:15:00,042 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,057 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,070 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,085 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,099 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,114 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,129 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,143 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.867, mIoU: 0.462
2023-07-24 12:15:00,157 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,172 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,187 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,199 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:15:00,212 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:15:00,227 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:15:00,239 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,255 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,267 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,282 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,297 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,314 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,329 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,341 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,356 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,370 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,384 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,398 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,411 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,425 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,439 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.867, mIoU: 0.459
2023-07-24 12:15:00,453 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,467 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,482 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,497 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.867, mIoU: 0.461
2023-07-24 12:15:00,511 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,526 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,541 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,554 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.867, mIoU: 0.460
2023-07-24 12:15:00,569 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,580 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,593 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.866, mIoU: 0.460
2023-07-24 12:15:00,608 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,620 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,635 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,649 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,664 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,680 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,695 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,710 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,725 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,738 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,753 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,765 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,779 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,793 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,806 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,820 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,832 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,846 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,860 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,874 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,888 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,902 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,914 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,925 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,939 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,952 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,964 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:00,979 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:00,994 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:15:01,008 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:01,020 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:15:01,032 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.865, mIoU: 0.459
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2023-07-24 12:15:01,076 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 12:15:01,088 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 12:15:01,101 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 12:15:01,115 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.865, mIoU: 0.458
2023-07-24 12:15:01,129 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.865, mIoU: 0.458
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2023-07-24 12:15:01,157 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.865, mIoU: 0.458
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2023-07-24 12:15:01,186 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,200 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,214 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,229 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,243 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,257 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.865, mIoU: 0.460
2023-07-24 12:15:01,272 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,285 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,299 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.865, mIoU: 0.459
2023-07-24 12:15:01,314 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 12:15:01,329 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.864, mIoU: 0.458
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2023-07-24 12:15:01,370 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 12:15:01,386 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.864, mIoU: 0.457
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2023-07-24 12:15:01,415 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,431 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,446 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.863, mIoU: 0.457
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2023-07-24 12:15:01,476 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.863, mIoU: 0.457
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2023-07-24 12:15:01,520 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.863, mIoU: 0.457
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2023-07-24 12:15:01,624 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 12:15:01,638 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,652 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,665 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.863, mIoU: 0.457
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2023-07-24 12:15:01,705 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,719 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.863, mIoU: 0.457
2023-07-24 12:15:01,735 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.864, mIoU: 0.457
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2023-07-24 12:15:01,781 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 12:15:01,794 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.864, mIoU: 0.457
2023-07-24 12:15:01,810 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 12:15:01,825 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 12:15:01,840 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.864, mIoU: 0.458
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2023-07-24 12:15:01,866 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:15:01,994 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:15:02,168 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:15:02,182 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:15:02,247 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:15:02,262 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.864, mIoU: 0.459
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2023-07-24 12:15:02,544 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.864, mIoU: 0.460
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2023-07-24 12:15:02,682 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.864, mIoU: 0.460
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2023-07-24 12:15:02,821 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.864, mIoU: 0.460
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2023-07-24 12:15:03,519 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,532 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,545 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,561 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,576 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,591 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,603 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:03,615 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:03,629 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:03,643 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:03,655 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:03,667 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:03,681 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:03,695 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:03,709 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,723 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,736 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,751 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,763 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,776 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,790 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,802 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:03,817 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:03,831 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:03,845 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:03,859 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:03,873 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.861, mIoU: 0.453
2023-07-24 12:15:03,887 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,901 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,914 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,928 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,943 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,957 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:03,971 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:03,986 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,000 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,013 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,025 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,039 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,054 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,067 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,081 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,096 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,110 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,124 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,138 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,153 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,167 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:04,179 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,191 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,204 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:04,217 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:04,229 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:04,244 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:04,258 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,270 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,283 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,297 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,308 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,321 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:04,335 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.862, mIoU: 0.458
2023-07-24 12:15:04,350 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,364 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,378 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,391 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,405 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,419 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,431 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,447 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,463 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,480 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,494 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,509 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,524 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,538 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,553 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,566 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,581 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,596 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,611 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,625 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,637 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,651 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,665 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,679 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,693 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,707 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,722 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,736 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,746 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,759 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,772 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,784 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,800 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,814 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,827 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,839 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,851 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:04,864 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,878 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:04,891 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:04,910 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,924 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,936 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,949 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,963 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,976 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:04,990 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,004 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,016 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:05,029 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.861, mIoU: 0.457
2023-07-24 12:15:05,040 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:05,055 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.862, mIoU: 0.457
2023-07-24 12:15:05,069 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.862, mIoU: 0.456
2023-07-24 12:15:05,083 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,098 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,110 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,122 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,136 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,150 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,164 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,176 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,189 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,203 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,217 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,232 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.861, mIoU: 0.456
2023-07-24 12:15:05,244 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,259 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,276 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,291 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,306 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,322 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,330 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,345 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,357 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,370 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,385 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,400 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,415 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,430 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,445 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.861, mIoU: 0.455
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2023-07-24 12:15:05,476 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,489 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:05,503 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,518 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,532 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.861, mIoU: 0.454
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2023-07-24 12:15:05,561 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,576 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,589 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,602 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,616 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,630 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,643 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,655 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,670 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,684 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.861, mIoU: 0.454
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2023-07-24 12:15:05,713 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,727 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.861, mIoU: 0.455
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2023-07-24 12:15:05,768 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.860, mIoU: 0.454
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2023-07-24 12:15:05,853 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,866 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:05,882 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.861, mIoU: 0.454
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2023-07-24 12:15:06,030 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,045 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,060 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,074 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,088 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,101 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,110 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,124 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,137 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,151 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.861, mIoU: 0.454
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2023-07-24 12:15:06,203 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,212 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,228 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,242 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,255 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,268 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,281 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,295 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,308 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,322 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,336 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 12:15:06,349 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,362 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,375 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:06,388 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:06,402 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:06,416 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:06,428 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:06,442 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:06,456 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.862, mIoU: 0.455
2023-07-24 12:15:06,470 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.861, mIoU: 0.455
2023-07-24 12:15:06,489 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,502 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,515 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,529 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.861, mIoU: 0.454
2023-07-24 12:15:06,544 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.860, mIoU: 0.452
2023-07-24 12:15:22,976 semantic_segmentation INFO: Iters: 3210/150000 || Lr: 0.019615 || Task Loss: 0.7365 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:07 || Estimated Time: 2 days, 19:55:09
2023-07-24 12:15:39,369 semantic_segmentation INFO: Iters: 3220/150000 || Lr: 0.019613 || Task Loss: 0.7758 || KD Loss: 0.3062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:23 || Estimated Time: 2 days, 19:54:41
2023-07-24 12:15:55,772 semantic_segmentation INFO: Iters: 3230/150000 || Lr: 0.019612 || Task Loss: 0.7823 || KD Loss: 0.3191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:40 || Estimated Time: 2 days, 19:54:12
2023-07-24 12:16:12,139 semantic_segmentation INFO: Iters: 3240/150000 || Lr: 0.019611 || Task Loss: 1.8943 || KD Loss: 1.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:56 || Estimated Time: 2 days, 19:53:44
2023-07-24 12:16:28,514 semantic_segmentation INFO: Iters: 3250/150000 || Lr: 0.019610 || Task Loss: 0.9545 || KD Loss: 0.5053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:12 || Estimated Time: 2 days, 19:53:15
2023-07-24 12:16:44,921 semantic_segmentation INFO: Iters: 3260/150000 || Lr: 0.019608 || Task Loss: 0.9304 || KD Loss: 0.4374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:29 || Estimated Time: 2 days, 19:52:47
2023-07-24 12:17:01,426 semantic_segmentation INFO: Iters: 3270/150000 || Lr: 0.019607 || Task Loss: 1.1578 || KD Loss: 0.6164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:45 || Estimated Time: 2 days, 19:52:22
2023-07-24 12:17:17,886 semantic_segmentation INFO: Iters: 3280/150000 || Lr: 0.019606 || Task Loss: 1.1585 || KD Loss: 0.4596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:02 || Estimated Time: 2 days, 19:51:58
2023-07-24 12:17:34,287 semantic_segmentation INFO: Iters: 3290/150000 || Lr: 0.019605 || Task Loss: 0.8647 || KD Loss: 0.4819|| 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: 1:31:18 || Estimated Time: 2 days, 19:51:29
2023-07-24 12:17:50,668 semantic_segmentation INFO: Iters: 3300/150000 || Lr: 0.019604 || Task Loss: 0.7443 || KD Loss: 0.2853|| 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: 1:31:35 || Estimated Time: 2 days, 19:51:00
2023-07-24 12:18:07,059 semantic_segmentation INFO: Iters: 3310/150000 || Lr: 0.019602 || Task Loss: 0.8441 || KD Loss: 0.3350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:51 || Estimated Time: 2 days, 19:50:32
2023-07-24 12:18:23,430 semantic_segmentation INFO: Iters: 3320/150000 || Lr: 0.019601 || Task Loss: 0.9038 || KD Loss: 0.3584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:07 || Estimated Time: 2 days, 19:50:05
2023-07-24 12:18:39,825 semantic_segmentation INFO: Iters: 3330/150000 || Lr: 0.019600 || Task Loss: 0.7113 || KD Loss: 0.3125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:24 || Estimated Time: 2 days, 19:49:37
2023-07-24 12:18:56,178 semantic_segmentation INFO: Iters: 3340/150000 || Lr: 0.019599 || Task Loss: 1.0042 || KD Loss: 0.4288|| 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: 1:32:40 || Estimated Time: 2 days, 19:49:07
2023-07-24 12:19:12,578 semantic_segmentation INFO: Iters: 3350/150000 || Lr: 0.019598 || Task Loss: 0.8022 || KD Loss: 0.3039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:57 || Estimated Time: 2 days, 19:48:40
2023-07-24 12:19:28,985 semantic_segmentation INFO: Iters: 3360/150000 || Lr: 0.019596 || Task Loss: 0.7582 || KD Loss: 0.2990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:13 || Estimated Time: 2 days, 19:48:12
2023-07-24 12:19:45,353 semantic_segmentation INFO: Iters: 3370/150000 || Lr: 0.019595 || Task Loss: 1.3778 || KD Loss: 0.8016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:29 || Estimated Time: 2 days, 19:47:42
2023-07-24 12:20:02,419 semantic_segmentation INFO: Iters: 3380/150000 || Lr: 0.019594 || Task Loss: 0.9189 || KD Loss: 0.3721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:46 || Estimated Time: 2 days, 19:47:39
2023-07-24 12:20:21,506 semantic_segmentation INFO: Iters: 3390/150000 || Lr: 0.019593 || Task Loss: 0.6935 || KD Loss: 0.2637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:05 || Estimated Time: 2 days, 19:49:13
2023-07-24 12:20:37,884 semantic_segmentation INFO: Iters: 3400/150000 || Lr: 0.019592 || Task Loss: 0.7437 || KD Loss: 0.2682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:22 || Estimated Time: 2 days, 19:48:45
2023-07-24 12:20:54,166 semantic_segmentation INFO: Iters: 3410/150000 || Lr: 0.019590 || Task Loss: 0.6564 || KD Loss: 0.2453|| 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: 1:34:38 || Estimated Time: 2 days, 19:48:13
2023-07-24 12:21:10,541 semantic_segmentation INFO: Iters: 3420/150000 || Lr: 0.019589 || Task Loss: 1.3529 || KD Loss: 0.6617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3008|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:55 || Estimated Time: 2 days, 19:47:44
2023-07-24 12:21:26,925 semantic_segmentation INFO: Iters: 3430/150000 || Lr: 0.019588 || Task Loss: 1.4110 || KD Loss: 0.5468|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:11 || Estimated Time: 2 days, 19:47:17
2023-07-24 12:21:43,302 semantic_segmentation INFO: Iters: 3440/150000 || Lr: 0.019587 || Task Loss: 0.8434 || KD Loss: 0.3529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2956|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:27 || Estimated Time: 2 days, 19:46:47
2023-07-24 12:21:59,690 semantic_segmentation INFO: Iters: 3450/150000 || Lr: 0.019586 || Task Loss: 0.8893 || KD Loss: 0.3531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:44 || Estimated Time: 2 days, 19:46:19
2023-07-24 12:22:16,079 semantic_segmentation INFO: Iters: 3460/150000 || Lr: 0.019584 || Task Loss: 0.9227 || KD Loss: 0.3530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:00 || Estimated Time: 2 days, 19:45:53
2023-07-24 12:22:32,493 semantic_segmentation INFO: Iters: 3470/150000 || Lr: 0.019583 || Task Loss: 0.9365 || KD Loss: 0.3619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2780|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:16 || Estimated Time: 2 days, 19:45:25
2023-07-24 12:22:48,871 semantic_segmentation INFO: Iters: 3480/150000 || Lr: 0.019582 || Task Loss: 0.9533 || KD Loss: 0.4742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:33 || Estimated Time: 2 days, 19:44:58
2023-07-24 12:23:05,292 semantic_segmentation INFO: Iters: 3490/150000 || Lr: 0.019581 || Task Loss: 0.7514 || KD Loss: 0.2863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:49 || Estimated Time: 2 days, 19:44:32
2023-07-24 12:23:21,825 semantic_segmentation INFO: Iters: 3500/150000 || Lr: 0.019580 || Task Loss: 0.8585 || KD Loss: 0.3720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:06 || Estimated Time: 2 days, 19:44:10
2023-07-24 12:23:38,224 semantic_segmentation INFO: Iters: 3510/150000 || Lr: 0.019578 || Task Loss: 0.6327 || KD Loss: 0.2355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:22 || Estimated Time: 2 days, 19:43:43
2023-07-24 12:23:54,618 semantic_segmentation INFO: Iters: 3520/150000 || Lr: 0.019577 || Task Loss: 0.7673 || KD Loss: 0.3408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:39 || Estimated Time: 2 days, 19:43:16
2023-07-24 12:24:11,060 semantic_segmentation INFO: Iters: 3530/150000 || Lr: 0.019576 || Task Loss: 0.6444 || KD Loss: 0.2639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2835|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:42:51
2023-07-24 12:24:27,519 semantic_segmentation INFO: Iters: 3540/150000 || Lr: 0.019575 || Task Loss: 1.1720 || KD Loss: 0.5991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:11 || Estimated Time: 2 days, 19:42:28
2023-07-24 12:24:43,960 semantic_segmentation INFO: Iters: 3550/150000 || Lr: 0.019574 || Task Loss: 1.0348 || KD Loss: 0.4523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:28 || Estimated Time: 2 days, 19:42:02
2023-07-24 12:25:00,352 semantic_segmentation INFO: Iters: 3560/150000 || Lr: 0.019572 || Task Loss: 0.8854 || KD Loss: 0.3217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:44 || Estimated Time: 2 days, 19:41:36
2023-07-24 12:25:16,742 semantic_segmentation INFO: Iters: 3570/150000 || Lr: 0.019571 || Task Loss: 0.7296 || KD Loss: 0.2978|| 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: 1:39:01 || Estimated Time: 2 days, 19:41:08
2023-07-24 12:25:33,256 semantic_segmentation INFO: Iters: 3580/150000 || Lr: 0.019570 || Task Loss: 0.7681 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:17 || Estimated Time: 2 days, 19:40:46
2023-07-24 12:25:49,708 semantic_segmentation INFO: Iters: 3590/150000 || Lr: 0.019569 || Task Loss: 0.9765 || KD Loss: 0.4763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:34 || Estimated Time: 2 days, 19:40:23
2023-07-24 12:26:06,071 semantic_segmentation INFO: Iters: 3600/150000 || Lr: 0.019568 || Task Loss: 1.2052 || KD Loss: 0.5253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:50 || Estimated Time: 2 days, 19:39:53
2023-07-24 12:26:22,484 semantic_segmentation INFO: Iters: 3610/150000 || Lr: 0.019566 || Task Loss: 1.2625 || KD Loss: 0.5878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:06 || Estimated Time: 2 days, 19:39:29
2023-07-24 12:26:39,040 semantic_segmentation INFO: Iters: 3620/150000 || Lr: 0.019565 || Task Loss: 1.3260 || KD Loss: 0.6304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:23 || Estimated Time: 2 days, 19:39:08
2023-07-24 12:26:55,671 semantic_segmentation INFO: Iters: 3630/150000 || Lr: 0.019564 || Task Loss: 1.2393 || KD Loss: 0.5206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:40 || Estimated Time: 2 days, 19:38:52
2023-07-24 12:27:12,236 semantic_segmentation INFO: Iters: 3640/150000 || Lr: 0.019563 || Task Loss: 1.1907 || KD Loss: 0.5110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:56 || Estimated Time: 2 days, 19:38:32
2023-07-24 12:27:28,625 semantic_segmentation INFO: Iters: 3650/150000 || Lr: 0.019562 || Task Loss: 0.8620 || KD Loss: 0.3988|| 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: 1:41:13 || Estimated Time: 2 days, 19:38:06
2023-07-24 12:27:45,151 semantic_segmentation INFO: Iters: 3660/150000 || Lr: 0.019560 || Task Loss: 1.2028 || KD Loss: 0.4744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:29 || Estimated Time: 2 days, 19:37:44
2023-07-24 12:28:01,568 semantic_segmentation INFO: Iters: 3670/150000 || Lr: 0.019559 || Task Loss: 0.9488 || KD Loss: 0.3612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:46 || Estimated Time: 2 days, 19:37:19
2023-07-24 12:28:17,968 semantic_segmentation INFO: Iters: 3680/150000 || Lr: 0.019558 || Task Loss: 0.7791 || KD Loss: 0.2865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:02 || Estimated Time: 2 days, 19:36:53
2023-07-24 12:28:34,349 semantic_segmentation INFO: Iters: 3690/150000 || Lr: 0.019557 || Task Loss: 1.4123 || KD Loss: 0.6476|| 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: 1:42:18 || Estimated Time: 2 days, 19:36:27
2023-07-24 12:28:50,860 semantic_segmentation INFO: Iters: 3700/150000 || Lr: 0.019556 || Task Loss: 1.8731 || KD Loss: 0.9331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:35 || Estimated Time: 2 days, 19:36:05
2023-07-24 12:29:07,293 semantic_segmentation INFO: Iters: 3710/150000 || Lr: 0.019554 || Task Loss: 0.8186 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:51 || Estimated Time: 2 days, 19:35:40
2023-07-24 12:29:23,746 semantic_segmentation INFO: Iters: 3720/150000 || Lr: 0.019553 || Task Loss: 1.1261 || KD Loss: 0.4330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2933|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:08 || Estimated Time: 2 days, 19:35:17
2023-07-24 12:29:40,248 semantic_segmentation INFO: Iters: 3730/150000 || Lr: 0.019552 || Task Loss: 1.3548 || KD Loss: 0.6904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:34:55
2023-07-24 12:29:56,711 semantic_segmentation INFO: Iters: 3740/150000 || Lr: 0.019551 || Task Loss: 0.8602 || KD Loss: 0.3170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:34:32
2023-07-24 12:30:13,201 semantic_segmentation INFO: Iters: 3750/150000 || Lr: 0.019550 || Task Loss: 0.7357 || KD Loss: 0.2243|| 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: 1:43:57 || Estimated Time: 2 days, 19:34:09
2023-07-24 12:30:29,667 semantic_segmentation INFO: Iters: 3760/150000 || Lr: 0.019548 || Task Loss: 1.0924 || KD Loss: 0.4351|| 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: 1:44:14 || Estimated Time: 2 days, 19:33:45
2023-07-24 12:30:46,165 semantic_segmentation INFO: Iters: 3770/150000 || Lr: 0.019547 || Task Loss: 0.8651 || KD Loss: 0.2904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:30 || Estimated Time: 2 days, 19:33:23
2023-07-24 12:31:02,623 semantic_segmentation INFO: Iters: 3780/150000 || Lr: 0.019546 || Task Loss: 0.6212 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:47 || Estimated Time: 2 days, 19:33:00
2023-07-24 12:31:19,040 semantic_segmentation INFO: Iters: 3790/150000 || Lr: 0.019545 || Task Loss: 0.8958 || KD Loss: 0.3987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:03 || Estimated Time: 2 days, 19:32:37
2023-07-24 12:31:35,483 semantic_segmentation INFO: Iters: 3800/150000 || Lr: 0.019544 || Task Loss: 0.7151 || KD Loss: 0.2420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:19 || Estimated Time: 2 days, 19:32:11
2023-07-24 12:31:51,969 semantic_segmentation INFO: Iters: 3810/150000 || Lr: 0.019542 || Task Loss: 0.8604 || KD Loss: 0.3715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:36 || Estimated Time: 2 days, 19:31:49
2023-07-24 12:32:08,401 semantic_segmentation INFO: Iters: 3820/150000 || Lr: 0.019541 || Task Loss: 0.7354 || KD Loss: 0.2142|| 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: 1:45:52 || Estimated Time: 2 days, 19:31:25
2023-07-24 12:32:24,898 semantic_segmentation INFO: Iters: 3830/150000 || Lr: 0.019540 || Task Loss: 0.6626 || KD Loss: 0.2475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:09 || Estimated Time: 2 days, 19:31:04
2023-07-24 12:32:41,337 semantic_segmentation INFO: Iters: 3840/150000 || Lr: 0.019539 || Task Loss: 0.6917 || KD Loss: 0.2554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:25 || Estimated Time: 2 days, 19:30:41
2023-07-24 12:32:57,707 semantic_segmentation INFO: Iters: 3850/150000 || Lr: 0.019538 || Task Loss: 1.0456 || KD Loss: 0.4875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:42 || Estimated Time: 2 days, 19:30:13
2023-07-24 12:33:14,124 semantic_segmentation INFO: Iters: 3860/150000 || Lr: 0.019536 || Task Loss: 0.8096 || KD Loss: 0.3144|| 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: 1:46:58 || Estimated Time: 2 days, 19:29:50
2023-07-24 12:33:30,511 semantic_segmentation INFO: Iters: 3870/150000 || Lr: 0.019535 || Task Loss: 1.4727 || KD Loss: 0.7208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:14 || Estimated Time: 2 days, 19:29:24
2023-07-24 12:33:46,896 semantic_segmentation INFO: Iters: 3880/150000 || Lr: 0.019534 || Task Loss: 0.9771 || KD Loss: 0.3265|| 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: 1:47:31 || Estimated Time: 2 days, 19:28:58
2023-07-24 12:34:03,478 semantic_segmentation INFO: Iters: 3890/150000 || Lr: 0.019533 || Task Loss: 0.8887 || KD Loss: 0.3249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:47 || Estimated Time: 2 days, 19:28:39
2023-07-24 12:34:19,871 semantic_segmentation INFO: Iters: 3900/150000 || Lr: 0.019532 || Task Loss: 0.7269 || KD Loss: 0.2539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:04 || Estimated Time: 2 days, 19:28:14
2023-07-24 12:34:36,244 semantic_segmentation INFO: Iters: 3910/150000 || Lr: 0.019530 || Task Loss: 0.8821 || KD Loss: 0.3347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:20 || Estimated Time: 2 days, 19:27:49
2023-07-24 12:34:52,654 semantic_segmentation INFO: Iters: 3920/150000 || Lr: 0.019529 || Task Loss: 0.7617 || KD Loss: 0.3016|| 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: 1:48:37 || Estimated Time: 2 days, 19:27:23
2023-07-24 12:35:09,145 semantic_segmentation INFO: Iters: 3930/150000 || Lr: 0.019528 || Task Loss: 1.1823 || KD Loss: 0.4095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2958|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:53 || Estimated Time: 2 days, 19:27:02
2023-07-24 12:35:25,587 semantic_segmentation INFO: Iters: 3940/150000 || Lr: 0.019527 || Task Loss: 0.7102 || KD Loss: 0.2349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:26:38
2023-07-24 12:35:42,000 semantic_segmentation INFO: Iters: 3950/150000 || Lr: 0.019525 || Task Loss: 0.7674 || KD Loss: 0.3083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:26 || Estimated Time: 2 days, 19:26:14
2023-07-24 12:35:58,381 semantic_segmentation INFO: Iters: 3960/150000 || Lr: 0.019524 || Task Loss: 0.6662 || KD Loss: 0.2623|| 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: 1:49:42 || Estimated Time: 2 days, 19:25:49
2023-07-24 12:36:14,911 semantic_segmentation INFO: Iters: 3970/150000 || Lr: 0.019523 || Task Loss: 0.8565 || KD Loss: 0.3578|| 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: 1:49:59 || Estimated Time: 2 days, 19:25:25
2023-07-24 12:36:31,433 semantic_segmentation INFO: Iters: 3980/150000 || Lr: 0.019522 || Task Loss: 0.6932 || KD Loss: 0.3174|| 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: 1:50:15 || Estimated Time: 2 days, 19:25:08
2023-07-24 12:36:47,888 semantic_segmentation INFO: Iters: 3990/150000 || Lr: 0.019521 || Task Loss: 1.1703 || KD Loss: 0.5577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:32 || Estimated Time: 2 days, 19:24:46
2023-07-24 12:37:04,308 semantic_segmentation INFO: Iters: 4000/150000 || Lr: 0.019519 || Task Loss: 0.8472 || KD Loss: 0.2936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:48 || Estimated Time: 2 days, 19:24:21
2023-07-24 12:37:04,436 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 12:37:04,886 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.076
2023-07-24 12:37:04,903 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.920, mIoU: 0.114
2023-07-24 12:37:04,915 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.925, mIoU: 0.115
2023-07-24 12:37:04,929 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.927, mIoU: 0.116
2023-07-24 12:37:04,942 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.879, mIoU: 0.164
2023-07-24 12:37:04,954 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.847, mIoU: 0.171
2023-07-24 12:37:04,967 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.852, mIoU: 0.199
2023-07-24 12:37:04,981 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.863, mIoU: 0.216
2023-07-24 12:37:04,993 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.870, mIoU: 0.238
2023-07-24 12:37:05,006 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.865, mIoU: 0.265
2023-07-24 12:37:05,020 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.859, mIoU: 0.297
2023-07-24 12:37:05,034 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.868, mIoU: 0.300
2023-07-24 12:37:05,046 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.835, mIoU: 0.295
2023-07-24 12:37:05,060 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.838, mIoU: 0.302
2023-07-24 12:37:05,073 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.829, mIoU: 0.286
2023-07-24 12:37:05,086 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.834, mIoU: 0.282
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2023-07-24 12:37:05,108 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.842, mIoU: 0.281
2023-07-24 12:37:05,122 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.845, mIoU: 0.273
2023-07-24 12:37:05,137 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.849, mIoU: 0.314
2023-07-24 12:37:05,151 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.845, mIoU: 0.316
2023-07-24 12:37:05,165 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.847, mIoU: 0.313
2023-07-24 12:37:05,179 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.844, mIoU: 0.331
2023-07-24 12:37:05,195 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.846, mIoU: 0.337
2023-07-24 12:37:05,209 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.846, mIoU: 0.336
2023-07-24 12:37:05,224 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.845, mIoU: 0.325
2023-07-24 12:37:05,239 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.848, mIoU: 0.322
2023-07-24 12:37:05,251 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.852, mIoU: 0.323
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2023-07-24 12:37:05,282 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.853, mIoU: 0.316
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2023-07-24 12:37:05,311 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.860, mIoU: 0.328
2023-07-24 12:37:05,327 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.861, mIoU: 0.325
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2023-07-24 12:37:05,357 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.862, mIoU: 0.330
2023-07-24 12:37:05,372 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.863, mIoU: 0.331
2023-07-24 12:37:05,385 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.866, mIoU: 0.332
2023-07-24 12:37:05,397 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.869, mIoU: 0.369
2023-07-24 12:37:05,414 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.865, mIoU: 0.362
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2023-07-24 12:37:05,439 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.866, mIoU: 0.398
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2023-07-24 12:37:05,467 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.864, mIoU: 0.395
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2023-07-24 12:37:05,622 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.868, mIoU: 0.397
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2023-07-24 12:37:05,768 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.866, mIoU: 0.419
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2023-07-24 12:37:05,863 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.865, mIoU: 0.407
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2023-07-24 12:37:05,933 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.861, mIoU: 0.409
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2023-07-24 12:37:05,985 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.857, mIoU: 0.407
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2023-07-24 12:37:06,013 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.849, mIoU: 0.392
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2023-07-24 12:37:06,208 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.846, mIoU: 0.397
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2023-07-24 12:37:10,620 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.855, mIoU: 0.406
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2023-07-24 12:37:10,659 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.855, mIoU: 0.407
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2023-07-24 12:37:10,685 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.856, mIoU: 0.406
2023-07-24 12:37:10,700 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.856, mIoU: 0.408
2023-07-24 12:37:10,714 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.856, mIoU: 0.409
2023-07-24 12:37:10,729 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.856, mIoU: 0.410
2023-07-24 12:37:10,741 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.855, mIoU: 0.407
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2023-07-24 12:37:10,771 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.855, mIoU: 0.407
2023-07-24 12:37:10,785 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.854, mIoU: 0.405
2023-07-24 12:37:10,798 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.854, mIoU: 0.406
2023-07-24 12:37:10,814 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.854, mIoU: 0.407
2023-07-24 12:37:10,826 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.854, mIoU: 0.408
2023-07-24 12:37:10,842 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.854, mIoU: 0.409
2023-07-24 12:37:10,855 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.855, mIoU: 0.412
2023-07-24 12:37:10,869 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.854, mIoU: 0.412
2023-07-24 12:37:10,885 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.855, mIoU: 0.412
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2023-07-24 12:37:10,914 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-24 12:37:10,928 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-24 12:37:10,941 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.855, mIoU: 0.411
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2023-07-24 12:37:10,971 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-24 12:37:10,985 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.855, mIoU: 0.411
2023-07-24 12:37:11,001 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.856, mIoU: 0.412
2023-07-24 12:37:11,016 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.856, mIoU: 0.413
2023-07-24 12:37:11,031 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.856, mIoU: 0.415
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2023-07-24 12:37:11,131 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.857, mIoU: 0.416
2023-07-24 12:37:11,146 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.856, mIoU: 0.415
2023-07-24 12:37:11,161 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.855, mIoU: 0.414
2023-07-24 12:37:11,176 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,190 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,203 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,218 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,230 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,241 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,254 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,268 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.855, mIoU: 0.413
2023-07-24 12:37:11,283 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.855, mIoU: 0.414
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2023-07-24 12:37:11,386 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 12:37:11,401 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 12:37:11,414 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.856, mIoU: 0.417
2023-07-24 12:37:11,428 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 12:37:11,444 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.856, mIoU: 0.418
2023-07-24 12:37:11,458 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 12:37:11,473 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 12:37:11,487 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 12:37:11,500 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.857, mIoU: 0.419
2023-07-24 12:37:11,515 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 12:37:11,529 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.857, mIoU: 0.422
2023-07-24 12:37:11,542 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.858, mIoU: 0.423
2023-07-24 12:37:11,557 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 12:37:11,568 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 12:37:11,583 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.857, mIoU: 0.423
2023-07-24 12:37:11,596 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.858, mIoU: 0.423
2023-07-24 12:37:11,611 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.858, mIoU: 0.424
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2023-07-24 12:37:11,639 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.858, mIoU: 0.426
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2023-07-24 12:37:11,662 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.859, mIoU: 0.427
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2023-07-24 12:37:11,743 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.860, mIoU: 0.430
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2023-07-24 12:37:11,772 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.860, mIoU: 0.432
2023-07-24 12:37:11,781 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.860, mIoU: 0.431
2023-07-24 12:37:11,795 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.860, mIoU: 0.431
2023-07-24 12:37:11,811 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.861, mIoU: 0.432
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2023-07-24 12:37:11,838 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-24 12:37:11,852 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-24 12:37:11,865 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-24 12:37:11,880 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-24 12:37:11,892 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.862, mIoU: 0.434
2023-07-24 12:37:11,914 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-24 12:37:11,930 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:11,945 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:11,960 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:11,973 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:11,986 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,001 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,015 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,029 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.862, mIoU: 0.435
2023-07-24 12:37:12,043 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.862, mIoU: 0.435
2023-07-24 12:37:12,059 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,075 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,089 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-24 12:37:12,102 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.861, mIoU: 0.433
2023-07-24 12:37:12,115 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-24 12:37:12,130 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-24 12:37:12,145 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.861, mIoU: 0.434
2023-07-24 12:37:12,159 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-24 12:37:12,174 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-24 12:37:12,187 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,201 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.862, mIoU: 0.436
2023-07-24 12:37:12,216 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.862, mIoU: 0.435
2023-07-24 12:37:12,228 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:12,243 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:12,254 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:12,268 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:12,281 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,292 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:12,305 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:12,319 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:12,334 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:12,348 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,362 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:12,371 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,385 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,400 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,416 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,430 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,445 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,458 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,471 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-24 12:37:12,486 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.861, mIoU: 0.442
2023-07-24 12:37:12,500 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:12,515 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:12,527 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:12,540 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:12,554 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,568 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,583 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,595 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.861, mIoU: 0.439
2023-07-24 12:37:12,610 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,625 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,640 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,653 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.861, mIoU: 0.441
2023-07-24 12:37:12,669 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:12,684 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:12,696 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:12,711 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,726 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,741 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:12,756 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.862, mIoU: 0.443
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2023-07-24 12:37:12,784 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,799 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,816 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,826 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,840 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:12,855 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.862, mIoU: 0.444
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2023-07-24 12:37:12,882 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.862, mIoU: 0.444
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2023-07-24 12:37:12,909 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.862, mIoU: 0.443
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2023-07-24 12:37:12,940 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.862, mIoU: 0.442
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2023-07-24 12:37:12,978 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.862, mIoU: 0.442
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2023-07-24 12:37:13,123 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:13,138 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,152 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.862, mIoU: 0.441
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2023-07-24 12:37:13,304 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.862, mIoU: 0.440
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2023-07-24 12:37:13,345 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-24 12:37:13,358 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.863, mIoU: 0.440
2023-07-24 12:37:13,373 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,386 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,401 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,416 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,431 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,446 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,460 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,472 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.862, mIoU: 0.440
2023-07-24 12:37:13,487 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,502 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:13,516 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,529 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,544 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:13,557 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:13,572 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,587 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,602 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:13,616 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:13,630 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,645 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,658 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,672 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.863, mIoU: 0.446
2023-07-24 12:37:13,685 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:13,700 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:13,717 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:13,731 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:13,745 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:13,754 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.862, mIoU: 0.444
2023-07-24 12:37:13,767 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:13,781 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:13,793 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:13,808 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,821 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,834 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.862, mIoU: 0.441
2023-07-24 12:37:13,849 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.863, mIoU: 0.441
2023-07-24 12:37:13,866 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,881 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:37:13,896 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,909 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,923 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,937 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.863, mIoU: 0.443
2023-07-24 12:37:13,953 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:13,968 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:13,984 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.862, mIoU: 0.442
2023-07-24 12:37:13,998 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,013 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:14,027 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.862, mIoU: 0.443
2023-07-24 12:37:14,039 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,054 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,068 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,080 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,093 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,106 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,121 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,135 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,147 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,161 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,176 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,190 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,202 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,214 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,222 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,236 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,251 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,266 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,281 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,295 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,310 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,326 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,340 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,352 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:14,367 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:14,381 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:14,395 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:14,410 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:14,423 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:14,436 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:14,449 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,462 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,476 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,489 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-24 12:37:14,502 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,516 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,531 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,543 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,556 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,569 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,580 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.863, mIoU: 0.444
2023-07-24 12:37:14,595 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.863, mIoU: 0.445
2023-07-24 12:37:14,610 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,624 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,639 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,653 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,668 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,680 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:14,695 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:14,710 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:14,726 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:14,741 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:14,755 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,770 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,782 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,795 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,808 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,822 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,838 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,851 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,863 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,878 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,892 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,907 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,922 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,937 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,951 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:14,967 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,980 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:14,994 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,008 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,022 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,038 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,051 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,066 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,081 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,093 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,106 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:15,121 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:15,136 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,151 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:15,165 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:15,176 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:15,189 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,202 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,215 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,229 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-24 12:37:15,245 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:15,259 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:15,274 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,287 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,302 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,318 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,331 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:15,344 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,358 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,373 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,387 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,402 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,417 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:15,430 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:15,443 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:15,458 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,472 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:15,488 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,500 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,513 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,526 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,540 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,552 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,565 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,578 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,592 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,604 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,619 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,633 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,648 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,663 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,676 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,688 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:15,701 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,714 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,727 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,739 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,755 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,767 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,780 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,794 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.447
2023-07-24 12:37:15,810 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:15,824 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,839 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,852 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,865 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,880 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:15,895 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,910 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,925 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,937 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,950 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:15,962 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,978 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:15,994 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:16,008 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,022 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,033 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,046 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,061 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,075 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,088 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,103 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,116 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,131 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.864, mIoU: 0.445
2023-07-24 12:37:16,144 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,159 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,172 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-24 12:37:16,186 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-24 12:37:16,201 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.865, mIoU: 0.444
2023-07-24 12:37:16,214 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-24 12:37:16,229 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.864, mIoU: 0.444
2023-07-24 12:37:16,244 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,258 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,273 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,288 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,302 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,318 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,332 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,346 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.865, mIoU: 0.445
2023-07-24 12:37:16,361 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,374 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.865, mIoU: 0.446
2023-07-24 12:37:16,387 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,400 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,416 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,429 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:16,445 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.864, mIoU: 0.446
2023-07-24 12:37:16,460 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,471 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,485 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,501 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,516 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,529 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,545 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,559 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,572 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,586 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.865, mIoU: 0.447
2023-07-24 12:37:16,602 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:16,616 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:16,629 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:16,641 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:16,658 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:16,673 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:16,688 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:16,700 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:16,715 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:16,730 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:16,745 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,759 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,772 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,787 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,799 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,815 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:16,829 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-24 12:37:16,841 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:16,856 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,869 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:16,884 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,898 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,913 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:16,928 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,942 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,957 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,971 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:16,987 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,003 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,019 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,034 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,043 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,057 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,070 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,085 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,099 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,115 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,127 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,142 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,157 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,171 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,186 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,201 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:17,214 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,229 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,243 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:17,258 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:17,271 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:17,285 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:17,300 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:17,316 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,329 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,344 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,358 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,371 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,385 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,400 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,412 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,426 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,439 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,453 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,467 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,482 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,496 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,511 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,526 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,539 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:17,552 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.867, mIoU: 0.453
2023-07-24 12:37:17,566 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,579 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,592 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,607 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,621 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,636 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:17,651 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,664 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,677 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,693 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,707 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 12:37:17,720 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,735 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,748 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,763 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,777 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,792 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,807 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,821 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:17,831 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,847 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,862 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,875 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:17,890 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,904 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,919 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,932 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,947 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,962 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,978 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:17,993 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,009 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,025 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,040 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,053 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,068 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,083 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,096 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:18,109 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:18,124 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,139 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,154 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,161 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,174 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,187 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,199 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,211 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,225 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:18,239 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,254 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,266 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,279 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,293 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,304 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,319 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,332 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,347 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,361 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,376 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,391 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,402 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:18,415 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,430 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,445 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,459 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,474 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,487 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,497 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,508 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,521 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,532 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,547 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,559 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,574 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,589 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,604 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,617 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,632 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:18,646 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.867, mIoU: 0.452
2023-07-24 12:37:18,661 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,675 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,689 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,703 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,717 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-24 12:37:18,732 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.450
2023-07-24 12:37:18,745 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,758 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,772 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,785 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,801 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:18,814 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,830 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,844 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,862 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,877 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,890 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,905 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.867, mIoU: 0.447
2023-07-24 12:37:18,920 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-24 12:37:18,934 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-24 12:37:18,949 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.868, mIoU: 0.448
2023-07-24 12:37:18,962 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:18,974 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:18,989 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:19,005 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:19,021 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:19,036 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.449
2023-07-24 12:37:19,051 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-24 12:37:19,066 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.450
2023-07-24 12:37:19,080 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,094 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,107 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,122 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,132 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,145 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,160 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,171 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-24 12:37:19,186 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-24 12:37:19,201 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.867, mIoU: 0.448
2023-07-24 12:37:19,216 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.866, mIoU: 0.447
2023-07-24 12:37:19,231 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,246 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,261 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,276 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,288 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,304 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,317 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,332 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,346 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,359 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,373 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,386 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,400 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,415 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,430 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,444 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,458 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,471 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,483 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.866, mIoU: 0.448
2023-07-24 12:37:19,497 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.867, mIoU: 0.449
2023-07-24 12:37:19,510 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,523 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,538 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,552 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,567 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,579 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,592 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,607 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,622 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,638 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,650 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,663 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,678 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,693 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,707 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,722 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,736 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,751 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,765 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,779 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,794 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,809 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,824 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,838 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,851 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:19,866 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.866, mIoU: 0.450
2023-07-24 12:37:19,881 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:19,896 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.866, mIoU: 0.449
2023-07-24 12:37:19,909 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:19,923 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.865, mIoU: 0.448
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2023-07-24 12:37:19,980 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:19,995 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:20,009 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.865, mIoU: 0.449
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2023-07-24 12:37:20,082 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:20,097 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:20,110 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:20,125 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:20,137 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:20,146 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:20,161 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:20,176 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:20,188 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:37:20,203 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-24 12:37:20,218 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-24 12:37:20,231 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:20,244 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:20,259 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:37:20,274 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:20,288 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.865, mIoU: 0.448
2023-07-24 12:37:20,305 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.865, mIoU: 0.448
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2023-07-24 12:37:20,353 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:20,365 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.865, mIoU: 0.449
2023-07-24 12:37:20,380 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.865, mIoU: 0.449
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2023-07-24 12:37:20,434 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.865, mIoU: 0.450
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2023-07-24 12:37:20,561 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:20,576 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:20,617 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,632 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.865, mIoU: 0.452
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2023-07-24 12:37:20,661 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,675 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:20,703 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,715 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,728 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:20,768 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:20,808 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:37:20,821 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,837 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.865, mIoU: 0.452
2023-07-24 12:37:20,852 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.866, mIoU: 0.452
2023-07-24 12:37:20,865 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:20,977 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.865, mIoU: 0.451
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2023-07-24 12:37:21,535 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-24 12:37:21,548 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-24 12:37:21,562 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.864, mIoU: 0.451
2023-07-24 12:37:21,577 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-24 12:37:21,592 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-24 12:37:21,604 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-24 12:37:21,619 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-24 12:37:21,630 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.863, mIoU: 0.448
2023-07-24 12:37:21,644 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,660 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,674 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,687 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-24 12:37:21,702 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,718 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,732 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,743 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,758 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,772 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,783 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,798 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,813 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,827 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,840 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.862, mIoU: 0.448
2023-07-24 12:37:21,852 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-24 12:37:21,866 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-24 12:37:21,879 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:21,893 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:21,906 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:21,921 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:21,933 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:21,945 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.862, mIoU: 0.447
2023-07-24 12:37:21,959 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:21,973 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:21,987 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:22,002 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:22,018 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:22,031 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:22,047 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:22,062 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:22,077 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,092 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:22,105 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,118 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,134 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,149 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,164 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,177 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,189 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,204 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,219 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,231 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,244 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,259 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,273 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,288 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,302 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,317 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,332 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,345 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,358 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,373 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,385 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,399 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,414 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,428 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,443 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,457 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.861, mIoU: 0.443
2023-07-24 12:37:22,472 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,486 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,500 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,514 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,529 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,544 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,557 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,572 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,587 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,599 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,612 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,626 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,641 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,654 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,668 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,683 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,698 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,712 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,727 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,741 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,756 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,768 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:22,781 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:22,794 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,807 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,819 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,834 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:22,848 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,861 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,874 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,888 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,899 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.861, mIoU: 0.446
2023-07-24 12:37:22,913 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:22,928 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:22,943 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:22,958 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:22,972 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:22,985 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,000 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,015 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,028 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,043 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,058 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,074 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-24 12:37:23,087 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-24 12:37:23,102 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-24 12:37:23,117 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-24 12:37:23,131 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,145 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,157 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,171 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,186 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,200 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,214 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,226 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,240 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-24 12:37:23,255 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-24 12:37:23,269 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-24 12:37:23,284 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.860, mIoU: 0.446
2023-07-24 12:37:23,298 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,313 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,328 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,338 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,351 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,364 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,377 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,393 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,408 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.860, mIoU: 0.445
2023-07-24 12:37:23,421 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,434 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,446 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,460 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,474 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:23,488 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.860, mIoU: 0.445
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2023-07-24 12:37:23,517 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,530 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,545 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,560 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,572 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,587 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,614 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,629 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,655 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,669 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,684 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:23,698 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,724 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,765 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,860 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:23,906 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.861, mIoU: 0.445
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2023-07-24 12:37:24,193 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.861, mIoU: 0.444
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2023-07-24 12:37:24,290 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,304 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,318 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,332 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,346 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,360 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,373 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,386 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,399 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,413 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,427 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,441 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,455 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,467 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,482 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,497 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:24,512 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,527 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,541 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,556 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.860, mIoU: 0.444
2023-07-24 12:37:24,571 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,584 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,598 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,612 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,627 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,642 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,656 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,671 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,686 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,700 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,710 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,724 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,737 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,752 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.861, mIoU: 0.444
2023-07-24 12:37:24,767 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,782 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,796 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,808 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,817 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,834 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,848 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,863 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,876 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,890 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:24,905 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:24,918 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:24,932 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:24,947 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:24,961 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:24,975 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:24,988 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,002 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,016 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,031 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,043 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:25,058 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.862, mIoU: 0.445
2023-07-24 12:37:25,072 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-24 12:37:25,088 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,105 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,118 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,132 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,147 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.861, mIoU: 0.445
2023-07-24 12:37:25,163 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.860, mIoU: 0.443
2023-07-24 12:37:41,600 semantic_segmentation INFO: Iters: 4010/150000 || Lr: 0.019518 || Task Loss: 0.9056 || KD Loss: 0.3686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:26 || Estimated Time: 2 days, 19:36:37
2023-07-24 12:37:57,997 semantic_segmentation INFO: Iters: 4020/150000 || Lr: 0.019517 || Task Loss: 0.6455 || KD Loss: 0.2758|| 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: 1:51:42 || Estimated Time: 2 days, 19:36:10
2023-07-24 12:38:14,490 semantic_segmentation INFO: Iters: 4030/150000 || Lr: 0.019516 || Task Loss: 1.0060 || KD Loss: 0.4431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:58 || Estimated Time: 2 days, 19:35:48
2023-07-24 12:38:31,107 semantic_segmentation INFO: Iters: 4040/150000 || Lr: 0.019515 || Task Loss: 0.6564 || KD Loss: 0.2657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:15 || Estimated Time: 2 days, 19:35:29
2023-07-24 12:38:47,560 semantic_segmentation INFO: Iters: 4050/150000 || Lr: 0.019513 || Task Loss: 0.7998 || KD Loss: 0.3330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:32 || Estimated Time: 2 days, 19:35:05
2023-07-24 12:39:04,205 semantic_segmentation INFO: Iters: 4060/150000 || Lr: 0.019512 || Task Loss: 0.9496 || KD Loss: 0.3263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:48 || Estimated Time: 2 days, 19:34:47
2023-07-24 12:39:20,748 semantic_segmentation INFO: Iters: 4070/150000 || Lr: 0.019511 || Task Loss: 0.8822 || KD Loss: 0.4113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:05 || Estimated Time: 2 days, 19:34:26
2023-07-24 12:39:37,363 semantic_segmentation INFO: Iters: 4080/150000 || Lr: 0.019510 || Task Loss: 0.7139 || KD Loss: 0.3145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:21 || Estimated Time: 2 days, 19:34:07
2023-07-24 12:39:53,890 semantic_segmentation INFO: Iters: 4090/150000 || Lr: 0.019509 || Task Loss: 0.8607 || KD Loss: 0.3281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:38 || Estimated Time: 2 days, 19:33:45
2023-07-24 12:40:10,501 semantic_segmentation INFO: Iters: 4100/150000 || Lr: 0.019507 || Task Loss: 0.7440 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:54 || Estimated Time: 2 days, 19:33:26
2023-07-24 12:40:27,065 semantic_segmentation INFO: Iters: 4110/150000 || Lr: 0.019506 || Task Loss: 1.0550 || KD Loss: 0.4499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:11 || Estimated Time: 2 days, 19:33:06
2023-07-24 12:40:43,459 semantic_segmentation INFO: Iters: 4120/150000 || Lr: 0.019505 || Task Loss: 0.8477 || KD Loss: 0.3695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:27 || Estimated Time: 2 days, 19:32:40
2023-07-24 12:41:00,036 semantic_segmentation INFO: Iters: 4130/150000 || Lr: 0.019504 || Task Loss: 0.9872 || KD Loss: 0.4429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:44 || Estimated Time: 2 days, 19:32:20
2023-07-24 12:41:16,564 semantic_segmentation INFO: Iters: 4140/150000 || Lr: 0.019503 || Task Loss: 0.5676 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:01 || Estimated Time: 2 days, 19:31:58
2023-07-24 12:41:33,037 semantic_segmentation INFO: Iters: 4150/150000 || Lr: 0.019501 || Task Loss: 0.6099 || KD Loss: 0.2377|| 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: 1:55:17 || Estimated Time: 2 days, 19:31:34
2023-07-24 12:41:49,604 semantic_segmentation INFO: Iters: 4160/150000 || Lr: 0.019500 || Task Loss: 0.6212 || KD Loss: 0.2390|| 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: 1:55:34 || Estimated Time: 2 days, 19:31:14
2023-07-24 12:42:06,164 semantic_segmentation INFO: Iters: 4170/150000 || Lr: 0.019499 || Task Loss: 1.8573 || KD Loss: 0.7759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:50 || Estimated Time: 2 days, 19:30:54
2023-07-24 12:42:22,714 semantic_segmentation INFO: Iters: 4180/150000 || Lr: 0.019498 || Task Loss: 1.1657 || KD Loss: 0.4894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:07 || Estimated Time: 2 days, 19:30:33
2023-07-24 12:42:39,160 semantic_segmentation INFO: Iters: 4190/150000 || Lr: 0.019497 || Task Loss: 1.0985 || KD Loss: 0.4740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:23 || Estimated Time: 2 days, 19:30:10
2023-07-24 12:42:55,770 semantic_segmentation INFO: Iters: 4200/150000 || Lr: 0.019495 || Task Loss: 1.1774 || KD Loss: 0.5382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:40 || Estimated Time: 2 days, 19:29:50
2023-07-24 12:43:12,196 semantic_segmentation INFO: Iters: 4210/150000 || Lr: 0.019494 || Task Loss: 0.5343 || KD Loss: 0.2090|| 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: 1:56:56 || Estimated Time: 2 days, 19:29:25
2023-07-24 12:43:29,689 semantic_segmentation INFO: Iters: 4220/150000 || Lr: 0.019493 || Task Loss: 1.0232 || KD Loss: 0.4251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:14 || Estimated Time: 2 days, 19:29:33
2023-07-24 12:43:48,617 semantic_segmentation INFO: Iters: 4230/150000 || Lr: 0.019492 || Task Loss: 0.9337 || KD Loss: 0.3277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:33 || Estimated Time: 2 days, 19:30:39
2023-07-24 12:44:05,003 semantic_segmentation INFO: Iters: 4240/150000 || Lr: 0.019491 || Task Loss: 0.8998 || KD Loss: 0.3644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:49 || Estimated Time: 2 days, 19:30:13
2023-07-24 12:44:21,386 semantic_segmentation INFO: Iters: 4250/150000 || Lr: 0.019489 || Task Loss: 0.7974 || KD Loss: 0.2556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:05 || Estimated Time: 2 days, 19:29:45
2023-07-24 12:44:37,759 semantic_segmentation INFO: Iters: 4260/150000 || Lr: 0.019488 || Task Loss: 0.9249 || KD Loss: 0.3240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:22 || Estimated Time: 2 days, 19:29:19
2023-07-24 12:44:54,306 semantic_segmentation INFO: Iters: 4270/150000 || Lr: 0.019487 || Task Loss: 1.0393 || KD Loss: 0.3580|| 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: 1:58:38 || Estimated Time: 2 days, 19:28:54
2023-07-24 12:45:10,921 semantic_segmentation INFO: Iters: 4280/150000 || Lr: 0.019486 || Task Loss: 0.8158 || KD Loss: 0.3948|| 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: 1:58:55 || Estimated Time: 2 days, 19:28:39
2023-07-24 12:45:27,564 semantic_segmentation INFO: Iters: 4290/150000 || Lr: 0.019485 || Task Loss: 1.0515 || KD Loss: 0.4347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:12 || Estimated Time: 2 days, 19:28:22
2023-07-24 12:45:44,243 semantic_segmentation INFO: Iters: 4300/150000 || Lr: 0.019483 || Task Loss: 1.1599 || KD Loss: 0.4013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:28 || Estimated Time: 2 days, 19:28:05
2023-07-24 12:46:00,695 semantic_segmentation INFO: Iters: 4310/150000 || Lr: 0.019482 || Task Loss: 1.3319 || KD Loss: 0.6895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:45 || Estimated Time: 2 days, 19:27:41
2023-07-24 12:46:17,149 semantic_segmentation INFO: Iters: 4320/150000 || Lr: 0.019481 || Task Loss: 0.9630 || KD Loss: 0.3456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2908|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:01 || Estimated Time: 2 days, 19:27:16
2023-07-24 12:46:33,693 semantic_segmentation INFO: Iters: 4330/150000 || Lr: 0.019480 || Task Loss: 1.0629 || KD Loss: 0.3173|| 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: 2:00:18 || Estimated Time: 2 days, 19:26:56
2023-07-24 12:46:50,206 semantic_segmentation INFO: Iters: 4340/150000 || Lr: 0.019479 || Task Loss: 0.6810 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:34 || Estimated Time: 2 days, 19:26:34
2023-07-24 12:47:06,635 semantic_segmentation INFO: Iters: 4350/150000 || Lr: 0.019477 || Task Loss: 0.5982 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:51 || Estimated Time: 2 days, 19:26:10
2023-07-24 12:47:23,022 semantic_segmentation INFO: Iters: 4360/150000 || Lr: 0.019476 || Task Loss: 0.7233 || KD Loss: 0.2382|| 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: 2:01:07 || Estimated Time: 2 days, 19:25:44
2023-07-24 12:47:39,545 semantic_segmentation INFO: Iters: 4370/150000 || Lr: 0.019475 || Task Loss: 0.9237 || KD Loss: 0.3472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:24 || Estimated Time: 2 days, 19:25:22
2023-07-24 12:47:56,099 semantic_segmentation INFO: Iters: 4380/150000 || Lr: 0.019474 || Task Loss: 0.9333 || KD Loss: 0.5342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:40 || Estimated Time: 2 days, 19:25:01
2023-07-24 12:48:12,574 semantic_segmentation INFO: Iters: 4390/150000 || Lr: 0.019473 || Task Loss: 0.7106 || KD Loss: 0.3160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:57 || Estimated Time: 2 days, 19:24:39
2023-07-24 12:48:28,976 semantic_segmentation INFO: Iters: 4400/150000 || Lr: 0.019471 || Task Loss: 0.8437 || KD Loss: 0.3394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:13 || Estimated Time: 2 days, 19:24:14
2023-07-24 12:48:45,360 semantic_segmentation INFO: Iters: 4410/150000 || Lr: 0.019470 || Task Loss: 1.0625 || KD Loss: 0.3985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:23:48
2023-07-24 12:49:01,748 semantic_segmentation INFO: Iters: 4420/150000 || Lr: 0.019469 || Task Loss: 0.8212 || KD Loss: 0.3027|| 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: 2:02:46 || Estimated Time: 2 days, 19:23:22
2023-07-24 12:49:18,282 semantic_segmentation INFO: Iters: 4430/150000 || Lr: 0.019468 || Task Loss: 0.9096 || KD Loss: 0.3218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:02 || Estimated Time: 2 days, 19:23:01
2023-07-24 12:49:34,728 semantic_segmentation INFO: Iters: 4440/150000 || Lr: 0.019467 || Task Loss: 0.9318 || KD Loss: 0.3370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:19 || Estimated Time: 2 days, 19:22:36
2023-07-24 12:49:51,160 semantic_segmentation INFO: Iters: 4450/150000 || Lr: 0.019465 || Task Loss: 1.1142 || KD Loss: 0.5781|| 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: 2:03:35 || Estimated Time: 2 days, 19:22:12
2023-07-24 12:50:07,586 semantic_segmentation INFO: Iters: 4460/150000 || Lr: 0.019464 || Task Loss: 0.9345 || KD Loss: 0.3588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:52 || Estimated Time: 2 days, 19:21:48
2023-07-24 12:50:24,069 semantic_segmentation INFO: Iters: 4470/150000 || Lr: 0.019463 || Task Loss: 1.0183 || KD Loss: 0.3428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:08 || Estimated Time: 2 days, 19:21:25
2023-07-24 12:50:40,447 semantic_segmentation INFO: Iters: 4480/150000 || Lr: 0.019462 || Task Loss: 0.6121 || KD Loss: 0.2414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:24 || Estimated Time: 2 days, 19:20:59
2023-07-24 12:50:56,903 semantic_segmentation INFO: Iters: 4490/150000 || Lr: 0.019461 || Task Loss: 0.7296 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:41 || Estimated Time: 2 days, 19:20:36
2023-07-24 12:51:13,434 semantic_segmentation INFO: Iters: 4500/150000 || Lr: 0.019459 || Task Loss: 1.0395 || KD Loss: 0.4322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:57 || Estimated Time: 2 days, 19:20:16
2023-07-24 12:51:29,816 semantic_segmentation INFO: Iters: 4510/150000 || Lr: 0.019458 || Task Loss: 0.5577 || KD Loss: 0.1931|| 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: 2:05:14 || Estimated Time: 2 days, 19:19:51
2023-07-24 12:51:46,197 semantic_segmentation INFO: Iters: 4520/150000 || Lr: 0.019457 || Task Loss: 1.3946 || KD Loss: 0.6246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3083|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:30 || Estimated Time: 2 days, 19:19:24
2023-07-24 12:52:02,710 semantic_segmentation INFO: Iters: 4530/150000 || Lr: 0.019456 || Task Loss: 0.8768 || KD Loss: 0.3440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:47 || Estimated Time: 2 days, 19:19:03
2023-07-24 12:52:19,169 semantic_segmentation INFO: Iters: 4540/150000 || Lr: 0.019454 || Task Loss: 1.0449 || KD Loss: 0.4711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:03 || Estimated Time: 2 days, 19:18:40
2023-07-24 12:52:35,650 semantic_segmentation INFO: Iters: 4550/150000 || Lr: 0.019453 || Task Loss: 0.7566 || KD Loss: 0.2765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:20 || Estimated Time: 2 days, 19:18:18
2023-07-24 12:52:52,126 semantic_segmentation INFO: Iters: 4560/150000 || Lr: 0.019452 || Task Loss: 0.9992 || KD Loss: 0.4832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:36 || Estimated Time: 2 days, 19:17:55
2023-07-24 12:53:08,505 semantic_segmentation INFO: Iters: 4570/150000 || Lr: 0.019451 || Task Loss: 0.7950 || KD Loss: 0.2915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:52 || Estimated Time: 2 days, 19:17:30
2023-07-24 12:53:24,913 semantic_segmentation INFO: Iters: 4580/150000 || Lr: 0.019450 || Task Loss: 0.9544 || KD Loss: 0.3707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:09 || Estimated Time: 2 days, 19:17:05
2023-07-24 12:53:41,483 semantic_segmentation INFO: Iters: 4590/150000 || Lr: 0.019448 || Task Loss: 0.7220 || KD Loss: 0.3032|| 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: 2:07:25 || Estimated Time: 2 days, 19:16:45
2023-07-24 12:53:57,890 semantic_segmentation INFO: Iters: 4600/150000 || Lr: 0.019447 || Task Loss: 0.8718 || KD Loss: 0.3185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:42 || Estimated Time: 2 days, 19:16:20
2023-07-24 12:54:14,241 semantic_segmentation INFO: Iters: 4610/150000 || Lr: 0.019446 || Task Loss: 0.7430 || KD Loss: 0.3223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:58 || Estimated Time: 2 days, 19:15:55
2023-07-24 12:54:30,659 semantic_segmentation INFO: Iters: 4620/150000 || Lr: 0.019445 || Task Loss: 0.7577 || KD Loss: 0.2531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:15 || Estimated Time: 2 days, 19:15:30
2023-07-24 12:54:46,988 semantic_segmentation INFO: Iters: 4630/150000 || Lr: 0.019444 || Task Loss: 0.9139 || KD Loss: 0.2740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2916|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:31 || Estimated Time: 2 days, 19:15:04
2023-07-24 12:55:03,475 semantic_segmentation INFO: Iters: 4640/150000 || Lr: 0.019442 || Task Loss: 0.6215 || KD Loss: 0.2594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:47 || Estimated Time: 2 days, 19:14:41
2023-07-24 12:55:20,197 semantic_segmentation INFO: Iters: 4650/150000 || Lr: 0.019441 || Task Loss: 0.5241 || KD Loss: 0.1962|| 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: 2:09:04 || Estimated Time: 2 days, 19:14:27
2023-07-24 12:55:36,682 semantic_segmentation INFO: Iters: 4660/150000 || Lr: 0.019440 || Task Loss: 0.9619 || KD Loss: 0.3880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:21 || Estimated Time: 2 days, 19:14:04
2023-07-24 12:55:53,116 semantic_segmentation INFO: Iters: 4670/150000 || Lr: 0.019439 || Task Loss: 0.7264 || KD Loss: 0.1904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:37 || Estimated Time: 2 days, 19:13:42
2023-07-24 12:56:09,618 semantic_segmentation INFO: Iters: 4680/150000 || Lr: 0.019438 || Task Loss: 0.6077 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:54 || Estimated Time: 2 days, 19:13:20
2023-07-24 12:56:26,111 semantic_segmentation INFO: Iters: 4690/150000 || Lr: 0.019436 || Task Loss: 0.8975 || KD Loss: 0.4100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:10 || Estimated Time: 2 days, 19:12:58
2023-07-24 12:56:42,520 semantic_segmentation INFO: Iters: 4700/150000 || Lr: 0.019435 || Task Loss: 0.8409 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:26 || Estimated Time: 2 days, 19:12:35
2023-07-24 12:56:58,983 semantic_segmentation INFO: Iters: 4710/150000 || Lr: 0.019434 || Task Loss: 0.8024 || KD Loss: 0.2878|| 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: 2:10:43 || Estimated Time: 2 days, 19:12:11
2023-07-24 12:57:15,506 semantic_segmentation INFO: Iters: 4720/150000 || Lr: 0.019433 || Task Loss: 0.6032 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:59 || Estimated Time: 2 days, 19:11:51
2023-07-24 12:57:31,885 semantic_segmentation INFO: Iters: 4730/150000 || Lr: 0.019432 || Task Loss: 0.9714 || KD Loss: 0.4572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:16 || Estimated Time: 2 days, 19:11:27
2023-07-24 12:57:48,364 semantic_segmentation INFO: Iters: 4740/150000 || Lr: 0.019430 || Task Loss: 0.8963 || KD Loss: 0.3183|| 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: 2:11:32 || Estimated Time: 2 days, 19:11:04
2023-07-24 12:58:04,861 semantic_segmentation INFO: Iters: 4750/150000 || Lr: 0.019429 || Task Loss: 0.7289 || KD Loss: 0.2232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:49 || Estimated Time: 2 days, 19:10:43
2023-07-24 12:58:21,267 semantic_segmentation INFO: Iters: 4760/150000 || Lr: 0.019428 || Task Loss: 0.9178 || KD Loss: 0.3893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:05 || Estimated Time: 2 days, 19:10:19
2023-07-24 12:58:37,817 semantic_segmentation INFO: Iters: 4770/150000 || Lr: 0.019427 || Task Loss: 1.6683 || KD Loss: 0.7358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:22 || Estimated Time: 2 days, 19:09:59
2023-07-24 12:58:54,211 semantic_segmentation INFO: Iters: 4780/150000 || Lr: 0.019426 || Task Loss: 0.9276 || KD Loss: 0.4066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:38 || Estimated Time: 2 days, 19:09:35
2023-07-24 12:59:10,772 semantic_segmentation INFO: Iters: 4790/150000 || Lr: 0.019424 || Task Loss: 1.0689 || KD Loss: 0.4483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:55 || Estimated Time: 2 days, 19:09:15
2023-07-24 12:59:27,198 semantic_segmentation INFO: Iters: 4800/150000 || Lr: 0.019423 || Task Loss: 1.1645 || KD Loss: 0.5261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:11 || Estimated Time: 2 days, 19:08:53
2023-07-24 12:59:27,320 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 12:59:27,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.084
2023-07-24 12:59:27,811 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.129
2023-07-24 12:59:27,823 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.132
2023-07-24 12:59:27,837 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.132
2023-07-24 12:59:27,850 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.914, mIoU: 0.166
2023-07-24 12:59:27,862 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.924, mIoU: 0.210
2023-07-24 12:59:27,876 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.925, mIoU: 0.241
2023-07-24 12:59:27,891 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.931, mIoU: 0.249
2023-07-24 12:59:27,904 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.284
2023-07-24 12:59:27,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.918, mIoU: 0.303
2023-07-24 12:59:27,932 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.903, mIoU: 0.330
2023-07-24 12:59:27,947 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.905, mIoU: 0.319
2023-07-24 12:59:27,960 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.889, mIoU: 0.332
2023-07-24 12:59:27,974 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.890, mIoU: 0.329
2023-07-24 12:59:27,988 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.865, mIoU: 0.304
2023-07-24 12:59:28,001 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.870, mIoU: 0.303
2023-07-24 12:59:28,012 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.864, mIoU: 0.295
2023-07-24 12:59:28,025 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.862, mIoU: 0.293
2023-07-24 12:59:28,039 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.862, mIoU: 0.287
2023-07-24 12:59:28,055 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.861, mIoU: 0.320
2023-07-24 12:59:28,070 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.856, mIoU: 0.295
2023-07-24 12:59:28,085 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.858, mIoU: 0.294
2023-07-24 12:59:28,100 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.857, mIoU: 0.325
2023-07-24 12:59:28,116 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.861, mIoU: 0.333
2023-07-24 12:59:28,132 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.863, mIoU: 0.338
2023-07-24 12:59:28,146 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.864, mIoU: 0.341
2023-07-24 12:59:28,160 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.866, mIoU: 0.342
2023-07-24 12:59:28,172 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.869, mIoU: 0.342
2023-07-24 12:59:28,187 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.866, mIoU: 0.331
2023-07-24 12:59:28,202 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.871, mIoU: 0.331
2023-07-24 12:59:28,215 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.871, mIoU: 0.335
2023-07-24 12:59:28,231 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.875, mIoU: 0.337
2023-07-24 12:59:28,245 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.878, mIoU: 0.343
2023-07-24 12:59:28,261 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.875, mIoU: 0.334
2023-07-24 12:59:28,276 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.875, mIoU: 0.370
2023-07-24 12:59:28,291 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.877, mIoU: 0.371
2023-07-24 12:59:28,304 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.373
2023-07-24 12:59:28,317 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.882, mIoU: 0.375
2023-07-24 12:59:28,334 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.880, mIoU: 0.368
2023-07-24 12:59:28,347 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.881, mIoU: 0.373
2023-07-24 12:59:28,360 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.881, mIoU: 0.392
2023-07-24 12:59:28,375 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.883, mIoU: 0.391
2023-07-24 12:59:28,390 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.876, mIoU: 0.388
2023-07-24 12:59:28,403 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.878, mIoU: 0.388
2023-07-24 12:59:28,418 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.878, mIoU: 0.391
2023-07-24 12:59:28,434 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.877, mIoU: 0.391
2023-07-24 12:59:28,447 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.875, mIoU: 0.395
2023-07-24 12:59:28,460 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.877, mIoU: 0.396
2023-07-24 12:59:28,474 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.876, mIoU: 0.390
2023-07-24 12:59:28,491 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.876, mIoU: 0.388
2023-07-24 12:59:28,507 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.874, mIoU: 0.387
2023-07-24 12:59:28,523 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.877, mIoU: 0.387
2023-07-24 12:59:28,537 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.878, mIoU: 0.385
2023-07-24 12:59:28,552 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.878, mIoU: 0.383
2023-07-24 12:59:28,567 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.877, mIoU: 0.381
2023-07-24 12:59:28,580 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.877, mIoU: 0.382
2023-07-24 12:59:28,595 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.878, mIoU: 0.381
2023-07-24 12:59:28,612 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.380
2023-07-24 12:59:28,625 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.882, mIoU: 0.383
2023-07-24 12:59:28,639 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.872, mIoU: 0.381
2023-07-24 12:59:28,652 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.868, mIoU: 0.379
2023-07-24 12:59:28,667 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.869, mIoU: 0.375
2023-07-24 12:59:28,680 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.870, mIoU: 0.375
2023-07-24 12:59:28,697 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.872, mIoU: 0.380
2023-07-24 12:59:28,710 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.873, mIoU: 0.387
2023-07-24 12:59:28,725 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.873, mIoU: 0.384
2023-07-24 12:59:28,741 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.874, mIoU: 0.384
2023-07-24 12:59:28,754 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.875, mIoU: 0.428
2023-07-24 12:59:28,769 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.877, mIoU: 0.429
2023-07-24 12:59:28,784 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.877, mIoU: 0.431
2023-07-24 12:59:28,799 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.878, mIoU: 0.453
2023-07-24 12:59:28,812 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.879, mIoU: 0.454
2023-07-24 12:59:28,827 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.878, mIoU: 0.447
2023-07-24 12:59:28,842 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.879, mIoU: 0.446
2023-07-24 12:59:28,856 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.881, mIoU: 0.476
2023-07-24 12:59:28,871 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.881, mIoU: 0.475
2023-07-24 12:59:28,886 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.877, mIoU: 0.472
2023-07-24 12:59:28,896 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.876, mIoU: 0.471
2023-07-24 12:59:28,911 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-24 12:59:28,928 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 12:59:28,941 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.870, mIoU: 0.479
2023-07-24 12:59:28,956 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.869, mIoU: 0.477
2023-07-24 12:59:28,972 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.869, mIoU: 0.477
2023-07-24 12:59:28,987 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.865, mIoU: 0.466
2023-07-24 12:59:29,003 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:59:29,018 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.863, mIoU: 0.458
2023-07-24 12:59:29,033 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:59:29,049 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.863, mIoU: 0.453
2023-07-24 12:59:29,064 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 12:59:29,077 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.863, mIoU: 0.461
2023-07-24 12:59:29,092 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:59:29,107 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.864, mIoU: 0.459
2023-07-24 12:59:29,122 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-24 12:59:29,137 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 12:59:29,152 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.861, mIoU: 0.461
2023-07-24 12:59:29,166 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 12:59:29,180 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 12:59:29,192 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 12:59:29,207 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 12:59:29,220 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-24 12:59:29,235 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.865, mIoU: 0.469
2023-07-24 12:59:29,249 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.866, mIoU: 0.468
2023-07-24 12:59:29,262 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.864, mIoU: 0.466
2023-07-24 12:59:29,277 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.862, mIoU: 0.465
2023-07-24 12:59:29,291 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.860, mIoU: 0.457
2023-07-24 12:59:29,304 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.861, mIoU: 0.461
2023-07-24 12:59:29,319 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.861, mIoU: 0.462
2023-07-24 12:59:29,335 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.862, mIoU: 0.461
2023-07-24 12:59:29,348 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.861, mIoU: 0.460
2023-07-24 12:59:29,361 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.861, mIoU: 0.459
2023-07-24 12:59:29,374 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.862, mIoU: 0.462
2023-07-24 12:59:29,388 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.863, mIoU: 0.463
2023-07-24 12:59:29,403 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.864, mIoU: 0.460
2023-07-24 12:59:29,418 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.862, mIoU: 0.460
2023-07-24 12:59:29,434 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.863, mIoU: 0.462
2023-07-24 12:59:29,447 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.864, mIoU: 0.463
2023-07-24 12:59:29,461 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 12:59:29,476 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.863, mIoU: 0.459
2023-07-24 12:59:29,489 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.864, mIoU: 0.458
2023-07-24 12:59:29,504 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.862, mIoU: 0.454
2023-07-24 12:59:29,519 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:59:29,533 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.864, mIoU: 0.454
2023-07-24 12:59:29,546 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.863, mIoU: 0.451
2023-07-24 12:59:29,562 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:59:29,577 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-24 12:59:29,586 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-24 12:59:29,597 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.865, mIoU: 0.455
2023-07-24 12:59:29,613 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.866, mIoU: 0.459
2023-07-24 12:59:29,622 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.865, mIoU: 0.457
2023-07-24 12:59:29,634 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.865, mIoU: 0.461
2023-07-24 12:59:29,649 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.866, mIoU: 0.461
2023-07-24 12:59:29,664 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.867, mIoU: 0.463
2023-07-24 12:59:29,677 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.867, mIoU: 0.464
2023-07-24 12:59:29,691 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.866, mIoU: 0.458
2023-07-24 12:59:29,704 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.866, mIoU: 0.454
2023-07-24 12:59:29,716 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-24 12:59:29,731 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.864, mIoU: 0.453
2023-07-24 12:59:29,745 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.864, mIoU: 0.452
2023-07-24 12:59:29,761 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-24 12:59:29,774 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-24 12:59:29,790 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.865, mIoU: 0.453
2023-07-24 12:59:29,805 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.866, mIoU: 0.453
2023-07-24 12:59:29,821 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.865, mIoU: 0.451
2023-07-24 12:59:29,836 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-24 12:59:29,852 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.865, mIoU: 0.441
2023-07-24 12:59:29,866 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-24 12:59:29,882 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.864, mIoU: 0.439
2023-07-24 12:59:29,896 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.863, mIoU: 0.442
2023-07-24 12:59:29,907 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.863, mIoU: 0.449
2023-07-24 12:59:29,923 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.864, mIoU: 0.450
2023-07-24 12:59:29,937 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-24 12:59:29,950 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.863, mIoU: 0.450
2023-07-24 12:59:29,963 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.864, mIoU: 0.449
2023-07-24 12:59:29,976 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.864, mIoU: 0.448
2023-07-24 12:59:29,988 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.863, mIoU: 0.447
2023-07-24 12:59:30,002 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.863, mIoU: 0.446
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2023-07-24 12:59:32,867 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.862, mIoU: 0.473
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2023-07-24 12:59:32,899 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.863, mIoU: 0.472
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2023-07-24 12:59:32,938 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.860, mIoU: 0.469
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2023-07-24 12:59:32,967 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:32,980 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:32,994 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.859, mIoU: 0.465
2023-07-24 12:59:33,007 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.857, mIoU: 0.463
2023-07-24 12:59:33,022 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.857, mIoU: 0.463
2023-07-24 12:59:33,035 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.858, mIoU: 0.462
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2023-07-24 12:59:33,109 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.856, mIoU: 0.459
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2023-07-24 12:59:33,139 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.857, mIoU: 0.460
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2023-07-24 12:59:33,198 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.857, mIoU: 0.458
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2023-07-24 12:59:33,227 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.858, mIoU: 0.459
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2023-07-24 12:59:33,270 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.859, mIoU: 0.459
2023-07-24 12:59:33,284 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.859, mIoU: 0.461
2023-07-24 12:59:33,299 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.858, mIoU: 0.460
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2023-07-24 12:59:33,328 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.858, mIoU: 0.460
2023-07-24 12:59:33,341 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.858, mIoU: 0.460
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2023-07-24 12:59:33,466 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.859, mIoU: 0.461
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2023-07-24 12:59:33,511 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.860, mIoU: 0.461
2023-07-24 12:59:33,525 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.860, mIoU: 0.461
2023-07-24 12:59:33,540 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.860, mIoU: 0.462
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2023-07-24 12:59:33,600 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.861, mIoU: 0.460
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2023-07-24 12:59:33,720 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.859, mIoU: 0.454
2023-07-24 12:59:33,734 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.859, mIoU: 0.455
2023-07-24 12:59:33,747 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.859, mIoU: 0.455
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2023-07-24 12:59:33,777 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.859, mIoU: 0.456
2023-07-24 12:59:33,791 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.857, mIoU: 0.452
2023-07-24 12:59:33,804 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.857, mIoU: 0.453
2023-07-24 12:59:33,818 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.857, mIoU: 0.453
2023-07-24 12:59:33,831 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.857, mIoU: 0.452
2023-07-24 12:59:33,848 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.857, mIoU: 0.453
2023-07-24 12:59:33,861 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-24 12:59:33,876 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.857, mIoU: 0.457
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2023-07-24 12:59:33,904 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.858, mIoU: 0.457
2023-07-24 12:59:33,919 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-24 12:59:33,934 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.858, mIoU: 0.455
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2023-07-24 12:59:34,006 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.858, mIoU: 0.456
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2023-07-24 12:59:34,288 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.856, mIoU: 0.454
2023-07-24 12:59:34,303 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-24 12:59:34,319 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.857, mIoU: 0.455
2023-07-24 12:59:34,335 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.857, mIoU: 0.456
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2023-07-24 12:59:34,358 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.857, mIoU: 0.456
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2023-07-24 12:59:34,381 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.857, mIoU: 0.458
2023-07-24 12:59:34,394 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.857, mIoU: 0.458
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2023-07-24 12:59:34,422 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.858, mIoU: 0.458
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2023-07-24 12:59:34,524 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.859, mIoU: 0.463
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2023-07-24 12:59:34,566 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.859, mIoU: 0.463
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2023-07-24 12:59:34,651 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:34,661 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:34,674 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:34,689 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.860, mIoU: 0.470
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2023-07-24 12:59:34,717 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:34,730 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:34,743 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.861, mIoU: 0.472
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2023-07-24 12:59:34,829 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.861, mIoU: 0.473
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2023-07-24 12:59:34,858 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.862, mIoU: 0.474
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2023-07-24 12:59:34,902 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.862, mIoU: 0.476
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2023-07-24 12:59:34,931 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.861, mIoU: 0.472
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2023-07-24 12:59:35,008 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.861, mIoU: 0.472
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2023-07-24 12:59:35,051 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.861, mIoU: 0.470
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2023-07-24 12:59:35,253 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,269 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.861, mIoU: 0.477
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2023-07-24 12:59:35,644 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:35,660 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.861, mIoU: 0.478
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2023-07-24 12:59:35,704 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,719 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,732 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:35,747 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,762 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:35,777 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,792 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,805 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,821 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:35,836 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:35,852 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:35,862 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:35,877 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:35,892 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:35,904 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:35,919 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:35,932 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:35,946 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:35,961 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:35,975 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:35,988 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:36,000 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:36,012 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:36,027 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:36,041 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,057 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,071 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,087 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,100 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,116 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,132 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,145 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,161 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,176 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:36,192 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,207 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,222 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:36,235 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:36,250 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,265 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:36,279 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,293 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:36,308 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,319 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,334 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,348 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,363 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,375 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,390 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,403 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,418 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:36,432 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:36,447 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,461 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:36,476 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:36,491 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:36,505 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:36,518 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:36,534 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,549 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:36,564 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,577 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:36,592 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,606 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,622 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,638 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,654 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,669 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,683 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.860, mIoU: 0.467
2023-07-24 12:59:36,698 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:36,712 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:36,726 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,740 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,754 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.858, mIoU: 0.468
2023-07-24 12:59:36,772 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.859, mIoU: 0.468
2023-07-24 12:59:36,786 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,801 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,812 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,824 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:36,839 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:36,851 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:36,865 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,878 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,890 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,905 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,921 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,936 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:36,951 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,964 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:36,978 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:36,991 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:37,004 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.859, mIoU: 0.467
2023-07-24 12:59:37,019 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:37,034 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:37,049 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.858, mIoU: 0.467
2023-07-24 12:59:37,063 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:37,077 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:37,090 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.858, mIoU: 0.466
2023-07-24 12:59:37,105 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.859, mIoU: 0.466
2023-07-24 12:59:37,120 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.859, mIoU: 0.468
2023-07-24 12:59:37,133 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,147 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,161 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,177 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,192 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,205 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,220 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.859, mIoU: 0.470
2023-07-24 12:59:37,236 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,251 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,264 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,278 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,286 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,301 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,316 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,331 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,347 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,361 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,376 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,392 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,407 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,419 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,434 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,447 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,462 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,477 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,489 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,502 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,515 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,528 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,541 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,554 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.859, mIoU: 0.468
2023-07-24 12:59:37,568 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 12:59:37,582 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:37,597 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.859, mIoU: 0.471
2023-07-24 12:59:37,609 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:37,624 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:37,638 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:37,650 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:37,664 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:37,679 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:37,694 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:37,709 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:37,724 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,739 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,752 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,767 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,782 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:37,799 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:37,814 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,829 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,845 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:37,858 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,871 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:37,883 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,898 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,915 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:37,928 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:37,941 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:37,956 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:37,970 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:37,985 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:38,000 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.860, mIoU: 0.468
2023-07-24 12:59:38,015 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:38,027 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,042 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,055 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,068 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,083 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:38,097 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:38,113 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,126 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,142 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,158 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,170 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:38,184 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.861, mIoU: 0.468
2023-07-24 12:59:38,199 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,215 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:38,230 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.861, mIoU: 0.469
2023-07-24 12:59:38,245 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,258 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,271 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,285 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,298 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,313 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:38,330 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:38,343 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:38,358 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:38,371 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-24 12:59:38,386 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-24 12:59:38,400 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,414 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,426 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,441 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,456 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,469 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-24 12:59:38,484 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,498 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,512 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-24 12:59:38,525 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,540 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,555 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:38,571 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,584 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,598 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,611 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:38,627 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:38,640 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:38,655 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.862, mIoU: 0.472
2023-07-24 12:59:38,669 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,684 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,696 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,712 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,727 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,744 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:38,760 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:38,773 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,786 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.860, mIoU: 0.471
2023-07-24 12:59:38,800 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:38,814 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.860, mIoU: 0.469
2023-07-24 12:59:38,827 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,840 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,856 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,869 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:38,882 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,897 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,913 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,927 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,942 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.860, mIoU: 0.470
2023-07-24 12:59:38,956 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,968 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,983 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.861, mIoU: 0.470
2023-07-24 12:59:38,997 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,012 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,027 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,039 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,052 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,064 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,079 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,094 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,107 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,121 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,132 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,144 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,159 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,173 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,186 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,201 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.861, mIoU: 0.471
2023-07-24 12:59:39,214 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,228 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,242 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,257 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,270 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,285 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,299 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,312 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,327 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,342 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,357 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,372 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,387 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,402 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,417 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:39,432 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,447 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:39,462 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:39,475 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:39,488 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:39,501 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:39,518 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:39,533 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,549 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:39,564 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:39,576 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,591 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,607 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,622 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,635 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,652 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,667 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,680 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,694 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,709 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,723 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:39,736 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,748 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,765 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.859, mIoU: 0.472
2023-07-24 12:59:39,780 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.859, mIoU: 0.473
2023-07-24 12:59:39,795 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,808 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.860, mIoU: 0.472
2023-07-24 12:59:39,824 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.860, mIoU: 0.473
2023-07-24 12:59:39,838 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,854 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,869 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,882 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:39,896 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:39,909 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:39,924 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:39,938 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:39,951 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:39,966 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:39,979 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:39,994 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,009 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,024 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,038 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,053 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,067 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,080 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,096 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,110 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,126 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,140 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,149 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,164 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,176 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,192 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,206 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,222 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:40,235 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,250 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:40,265 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,279 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,295 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,310 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,324 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,339 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,353 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,368 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,381 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:40,395 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,410 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,425 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,438 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,452 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,467 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,480 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,493 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,508 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:40,520 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:40,534 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:40,547 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,560 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,575 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,590 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:40,604 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,619 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,634 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,647 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,660 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:40,676 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:40,689 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:40,702 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:40,716 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:40,731 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:40,746 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:40,762 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:40,775 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:40,788 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,804 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:40,819 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,832 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,846 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,859 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,875 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:40,888 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,904 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,919 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,933 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:40,942 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:40,957 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:40,972 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:40,985 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:40,999 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:41,014 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:41,029 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:41,042 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,057 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,073 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,088 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:41,103 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,117 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.861, mIoU: 0.472
2023-07-24 12:59:41,134 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,149 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,162 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:41,176 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.862, mIoU: 0.472
2023-07-24 12:59:41,190 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.862, mIoU: 0.473
2023-07-24 12:59:41,204 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.861, mIoU: 0.473
2023-07-24 12:59:41,217 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.862, mIoU: 0.474
2023-07-24 12:59:41,232 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:41,248 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,264 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,271 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,284 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,298 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,310 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.862, mIoU: 0.475
2023-07-24 12:59:41,321 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:41,337 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:41,351 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:41,366 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:41,378 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:41,391 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:41,405 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:41,415 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,431 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,443 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,458 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,472 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,487 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,501 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,512 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,525 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,539 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,554 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,568 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,582 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,595 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,605 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-24 12:59:41,616 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-24 12:59:41,629 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,640 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,656 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,669 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,685 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:41,701 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,716 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,729 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,745 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,760 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,775 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,791 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,805 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,818 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,833 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,848 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,860 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.862, mIoU: 0.480
2023-07-24 12:59:41,873 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:41,887 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-24 12:59:41,900 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-24 12:59:41,915 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.863, mIoU: 0.480
2023-07-24 12:59:41,927 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:41,942 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:41,956 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:41,973 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:41,988 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,001 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,016 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,031 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,045 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,060 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,072 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,085 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,099 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,114 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-24 12:59:42,129 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,143 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-24 12:59:42,158 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-24 12:59:42,173 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-24 12:59:42,187 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,202 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,214 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-24 12:59:42,229 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,240 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,254 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,269 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-24 12:59:42,281 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,295 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 12:59:42,309 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.863, mIoU: 0.477
2023-07-24 12:59:42,324 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,340 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,355 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,370 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,385 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,397 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,412 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,424 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,439 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,453 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,466 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,480 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,493 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,507 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,522 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,536 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,551 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,565 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,578 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,590 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,605 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,617 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,630 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,646 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-24 12:59:42,661 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,676 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.863, mIoU: 0.479
2023-07-24 12:59:42,692 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.862, mIoU: 0.479
2023-07-24 12:59:42,707 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,722 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,738 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:42,754 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,768 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,781 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,797 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,812 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,828 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,842 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,856 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,871 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,885 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,899 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,914 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.862, mIoU: 0.478
2023-07-24 12:59:42,929 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.862, mIoU: 0.476
2023-07-24 12:59:42,943 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,958 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,970 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:42,985 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:43,000 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.862, mIoU: 0.477
2023-07-24 12:59:43,015 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,028 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,044 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,059 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,077 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,090 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,105 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,121 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,135 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,152 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,167 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,183 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,196 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:43,212 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:43,228 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,241 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,256 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,269 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,279 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,294 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,308 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,320 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,335 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:43,349 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:43,361 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:43,374 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:43,389 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.860, mIoU: 0.474
2023-07-24 12:59:43,403 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.860, mIoU: 0.475
2023-07-24 12:59:43,417 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,433 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,448 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,465 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.861, mIoU: 0.474
2023-07-24 12:59:43,481 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,495 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,510 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,525 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,540 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,552 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:43,566 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,581 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,596 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,611 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,626 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,639 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,654 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,667 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,680 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,695 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,710 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,726 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,742 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,755 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,770 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,784 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,798 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,813 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,825 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,841 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,854 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,867 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,880 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,895 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,910 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,925 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,939 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,951 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:43,964 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,980 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:43,996 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,009 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,024 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,040 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,054 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,068 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,082 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,097 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,109 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,124 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,136 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,149 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,163 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,178 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,193 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,207 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:44,220 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,234 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,249 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,261 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,276 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,292 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,307 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,322 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,334 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,347 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,362 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,377 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,392 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:44,405 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,420 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,436 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,450 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:44,461 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.861, mIoU: 0.478
2023-07-24 12:59:44,475 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,491 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,505 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.861, mIoU: 0.477
2023-07-24 12:59:44,520 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,533 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.861, mIoU: 0.476
2023-07-24 12:59:44,547 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.861, mIoU: 0.475
2023-07-24 12:59:44,561 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:44,574 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,589 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:44,603 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:44,618 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:44,633 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.860, mIoU: 0.476
2023-07-24 12:59:44,648 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,663 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,677 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,693 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,706 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,722 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,740 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.860, mIoU: 0.477
2023-07-24 12:59:44,756 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,769 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,784 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,796 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,812 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,827 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,842 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,855 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:44,871 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,886 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,901 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,912 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,927 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,941 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,952 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:44,967 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.859, mIoU: 0.477
2023-07-24 12:59:44,982 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.859, mIoU: 0.477
2023-07-24 12:59:44,996 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,009 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,021 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,035 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,048 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,063 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,075 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,091 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,104 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,117 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 12:59:45,132 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,147 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.859, mIoU: 0.474
2023-07-24 12:59:45,162 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.859, mIoU: 0.475
2023-07-24 12:59:45,176 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,192 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.859, mIoU: 0.474
2023-07-24 12:59:45,205 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.859, mIoU: 0.474
2023-07-24 12:59:45,220 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,235 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,250 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,265 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,278 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,291 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,306 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,321 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,336 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,349 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,362 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,377 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,391 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,404 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,416 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,431 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:45,445 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,460 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,474 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,489 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,505 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,518 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,532 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,547 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,559 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,574 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,589 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:45,603 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,618 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,632 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 12:59:45,647 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,661 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,675 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,690 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:45,705 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,720 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,736 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,753 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,768 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,781 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,794 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,809 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,824 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,837 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,852 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,868 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:45,882 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,897 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:45,911 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,926 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,941 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,954 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:45,967 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,979 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:45,992 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,005 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,020 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,034 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,047 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,059 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,074 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,085 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,099 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,114 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,129 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,144 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,159 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,172 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,187 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,202 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,215 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,230 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,245 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,261 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,275 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,290 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,305 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,320 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,334 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,347 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:46,362 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,377 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,392 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,407 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,420 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,435 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,450 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,465 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,480 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,495 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,510 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,525 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,535 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,549 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,562 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.857, mIoU: 0.474
2023-07-24 12:59:46,575 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,591 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,606 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,619 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,631 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,644 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,657 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,672 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,685 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:46,699 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,714 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,727 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,742 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,759 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,773 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,788 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,802 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,815 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,830 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,842 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,857 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,872 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,887 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,902 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,914 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,927 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,941 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:46,955 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,969 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,981 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:46,994 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,008 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,023 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,037 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,049 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,064 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,080 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,095 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,109 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,124 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,131 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,146 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,159 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,171 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,186 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,200 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,215 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,229 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,245 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,260 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.858, mIoU: 0.475
2023-07-24 12:59:47,276 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.858, mIoU: 0.474
2023-07-24 12:59:47,288 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:47,302 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.857, mIoU: 0.473
2023-07-24 12:59:47,319 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,333 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,349 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,363 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,380 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,393 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,408 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,422 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.858, mIoU: 0.473
2023-07-24 12:59:47,437 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,450 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,463 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,477 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,492 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,507 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.857, mIoU: 0.472
2023-07-24 12:59:47,521 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 12:59:47,535 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 12:59:47,550 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 12:59:47,564 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 12:59:47,577 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 12:59:47,591 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,604 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,619 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,633 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,648 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,662 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,675 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,689 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,703 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,718 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,732 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.856, mIoU: 0.469
2023-07-24 12:59:47,747 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,768 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,783 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,796 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,812 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,825 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,840 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,855 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,870 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.856, mIoU: 0.468
2023-07-24 12:59:47,885 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,900 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,914 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,924 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,939 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,951 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,965 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,980 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:47,994 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,008 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,019 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,028 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,044 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,058 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,072 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,085 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,099 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,114 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,126 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,141 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,156 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,170 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,185 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 12:59:48,198 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,213 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,227 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,241 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,255 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.857, mIoU: 0.467
2023-07-24 12:59:48,269 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.857, mIoU: 0.467
2023-07-24 12:59:48,284 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,298 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,314 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,326 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,340 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,355 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.857, mIoU: 0.468
2023-07-24 12:59:48,371 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.857, mIoU: 0.469
2023-07-24 13:00:05,070 semantic_segmentation INFO: Iters: 4810/150000 || Lr: 0.019422 || Task Loss: 0.7975 || KD Loss: 0.3013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:49 || Estimated Time: 2 days, 19:19:16
2023-07-24 13:00:21,654 semantic_segmentation INFO: Iters: 4820/150000 || Lr: 0.019421 || Task Loss: 0.7033 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:06 || Estimated Time: 2 days, 19:18:57
2023-07-24 13:00:38,238 semantic_segmentation INFO: Iters: 4830/150000 || Lr: 0.019420 || Task Loss: 1.3058 || KD Loss: 0.5578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2968|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:22 || Estimated Time: 2 days, 19:18:36
2023-07-24 13:00:54,789 semantic_segmentation INFO: Iters: 4840/150000 || Lr: 0.019418 || Task Loss: 0.8085 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:39 || Estimated Time: 2 days, 19:18:16
2023-07-24 13:01:11,333 semantic_segmentation INFO: Iters: 4850/150000 || Lr: 0.019417 || Task Loss: 0.7168 || KD Loss: 0.2811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:55 || Estimated Time: 2 days, 19:17:54
2023-07-24 13:01:27,983 semantic_segmentation INFO: Iters: 4860/150000 || Lr: 0.019416 || Task Loss: 0.8385 || KD Loss: 0.2696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:12 || Estimated Time: 2 days, 19:17:36
2023-07-24 13:01:44,535 semantic_segmentation INFO: Iters: 4870/150000 || Lr: 0.019415 || Task Loss: 0.6479 || KD Loss: 0.2331|| 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: 2:15:29 || Estimated Time: 2 days, 19:17:16
2023-07-24 13:02:01,190 semantic_segmentation INFO: Iters: 4880/150000 || Lr: 0.019414 || Task Loss: 1.2279 || KD Loss: 0.4324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:45 || Estimated Time: 2 days, 19:16:57
2023-07-24 13:02:17,792 semantic_segmentation INFO: Iters: 4890/150000 || Lr: 0.019412 || Task Loss: 0.8383 || KD Loss: 0.3038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:16:39
2023-07-24 13:02:34,331 semantic_segmentation INFO: Iters: 4900/150000 || Lr: 0.019411 || Task Loss: 0.8393 || KD Loss: 0.3069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:18 || Estimated Time: 2 days, 19:16:17
2023-07-24 13:02:50,944 semantic_segmentation INFO: Iters: 4910/150000 || Lr: 0.019410 || Task Loss: 0.9397 || KD Loss: 0.3429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:35 || Estimated Time: 2 days, 19:15:58
2023-07-24 13:03:07,473 semantic_segmentation INFO: Iters: 4920/150000 || Lr: 0.019409 || Task Loss: 0.7733 || KD Loss: 0.2864|| 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: 2:16:51 || Estimated Time: 2 days, 19:15:36
2023-07-24 13:03:24,139 semantic_segmentation INFO: Iters: 4930/150000 || Lr: 0.019408 || Task Loss: 0.8351 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:08 || Estimated Time: 2 days, 19:15:19
2023-07-24 13:03:40,717 semantic_segmentation INFO: Iters: 4940/150000 || Lr: 0.019406 || Task Loss: 0.6624 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:25 || Estimated Time: 2 days, 19:14:59
2023-07-24 13:03:57,246 semantic_segmentation INFO: Iters: 4950/150000 || Lr: 0.019405 || Task Loss: 0.8860 || KD Loss: 0.3998|| 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: 2:17:41 || Estimated Time: 2 days, 19:14:38
2023-07-24 13:04:13,891 semantic_segmentation INFO: Iters: 4960/150000 || Lr: 0.019404 || Task Loss: 0.9388 || KD Loss: 0.3708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:58 || Estimated Time: 2 days, 19:14:19
2023-07-24 13:04:30,504 semantic_segmentation INFO: Iters: 4970/150000 || Lr: 0.019403 || Task Loss: 0.6237 || KD Loss: 0.1865|| 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: 2:18:14 || Estimated Time: 2 days, 19:14:01
2023-07-24 13:04:47,300 semantic_segmentation INFO: Iters: 4980/150000 || Lr: 0.019402 || Task Loss: 0.5024 || KD Loss: 0.1855|| 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: 2:18:31 || Estimated Time: 2 days, 19:13:48
2023-07-24 13:05:03,896 semantic_segmentation INFO: Iters: 4990/150000 || Lr: 0.019400 || Task Loss: 0.8929 || KD Loss: 0.3791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:48 || Estimated Time: 2 days, 19:13:28
2023-07-24 13:05:20,482 semantic_segmentation INFO: Iters: 5000/150000 || Lr: 0.019399 || Task Loss: 1.0694 || KD Loss: 0.4238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:04 || Estimated Time: 2 days, 19:13:09
2023-07-24 13:05:37,056 semantic_segmentation INFO: Iters: 5010/150000 || Lr: 0.019398 || Task Loss: 0.7816 || KD Loss: 0.3099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:21 || Estimated Time: 2 days, 19:12:48
2023-07-24 13:05:53,723 semantic_segmentation INFO: Iters: 5020/150000 || Lr: 0.019397 || Task Loss: 0.8694 || KD Loss: 0.2986|| 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: 2:19:38 || Estimated Time: 2 days, 19:12:31
2023-07-24 13:06:10,329 semantic_segmentation INFO: Iters: 5030/150000 || Lr: 0.019395 || Task Loss: 0.8968 || KD Loss: 0.3533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:54 || Estimated Time: 2 days, 19:12:12
2023-07-24 13:06:26,842 semantic_segmentation INFO: Iters: 5040/150000 || Lr: 0.019394 || Task Loss: 0.4886 || KD Loss: 0.1780|| 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: 2:20:11 || Estimated Time: 2 days, 19:11:51
2023-07-24 13:06:43,420 semantic_segmentation INFO: Iters: 5050/150000 || Lr: 0.019393 || Task Loss: 0.6917 || KD Loss: 0.2769|| 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: 2:20:27 || Estimated Time: 2 days, 19:11:30
2023-07-24 13:07:00,855 semantic_segmentation INFO: Iters: 5060/150000 || Lr: 0.019392 || Task Loss: 0.9579 || KD Loss: 0.3511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:20:45 || Estimated Time: 2 days, 19:11:34
2023-07-24 13:07:18,027 semantic_segmentation INFO: Iters: 5070/150000 || Lr: 0.019391 || Task Loss: 1.2429 || KD Loss: 0.5417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:02 || Estimated Time: 2 days, 19:11:33
2023-07-24 13:07:34,603 semantic_segmentation INFO: Iters: 5080/150000 || Lr: 0.019389 || Task Loss: 0.6694 || KD Loss: 0.1939|| 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: 2:21:19 || Estimated Time: 2 days, 19:11:12
2023-07-24 13:07:51,138 semantic_segmentation INFO: Iters: 5090/150000 || Lr: 0.019388 || Task Loss: 1.1238 || KD Loss: 0.5290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2932|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:35 || Estimated Time: 2 days, 19:10:51
2023-07-24 13:08:07,716 semantic_segmentation INFO: Iters: 5100/150000 || Lr: 0.019387 || Task Loss: 0.7870 || KD Loss: 0.3107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:52 || Estimated Time: 2 days, 19:10:31
2023-07-24 13:08:24,380 semantic_segmentation INFO: Iters: 5110/150000 || Lr: 0.019386 || Task Loss: 0.6598 || KD Loss: 0.2305|| 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: 2:22:08 || Estimated Time: 2 days, 19:10:15
2023-07-24 13:08:40,943 semantic_segmentation INFO: Iters: 5120/150000 || Lr: 0.019385 || Task Loss: 0.6463 || KD Loss: 0.2625|| 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: 2:22:25 || Estimated Time: 2 days, 19:09:54
2023-07-24 13:08:57,486 semantic_segmentation INFO: Iters: 5130/150000 || Lr: 0.019383 || Task Loss: 0.7417 || KD Loss: 0.2819|| 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: 2:22:41 || Estimated Time: 2 days, 19:09:33
2023-07-24 13:09:14,063 semantic_segmentation INFO: Iters: 5140/150000 || Lr: 0.019382 || Task Loss: 0.7306 || KD Loss: 0.2267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:58 || Estimated Time: 2 days, 19:09:13
2023-07-24 13:09:30,598 semantic_segmentation INFO: Iters: 5150/150000 || Lr: 0.019381 || Task Loss: 0.5320 || KD Loss: 0.1417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:15 || Estimated Time: 2 days, 19:08:52
2023-07-24 13:09:47,122 semantic_segmentation INFO: Iters: 5160/150000 || Lr: 0.019380 || Task Loss: 0.6140 || KD Loss: 0.2379|| 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: 2:23:31 || Estimated Time: 2 days, 19:08:31
2023-07-24 13:10:03,709 semantic_segmentation INFO: Iters: 5170/150000 || Lr: 0.019379 || Task Loss: 0.7247 || KD Loss: 0.2475|| 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: 2:23:48 || Estimated Time: 2 days, 19:08:11
2023-07-24 13:10:20,293 semantic_segmentation INFO: Iters: 5180/150000 || Lr: 0.019377 || Task Loss: 0.6886 || KD Loss: 0.2550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:04 || Estimated Time: 2 days, 19:07:51
2023-07-24 13:10:36,833 semantic_segmentation INFO: Iters: 5190/150000 || Lr: 0.019376 || Task Loss: 0.7728 || KD Loss: 0.2502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:21 || Estimated Time: 2 days, 19:07:30
2023-07-24 13:10:53,334 semantic_segmentation INFO: Iters: 5200/150000 || Lr: 0.019375 || Task Loss: 0.7244 || KD Loss: 0.2667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:37 || Estimated Time: 2 days, 19:07:09
2023-07-24 13:11:09,907 semantic_segmentation INFO: Iters: 5210/150000 || Lr: 0.019374 || Task Loss: 0.7050 || KD Loss: 0.2751|| 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: 2:24:54 || Estimated Time: 2 days, 19:06:49
2023-07-24 13:11:26,512 semantic_segmentation INFO: Iters: 5220/150000 || Lr: 0.019373 || Task Loss: 0.7660 || KD Loss: 0.3273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2822|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:10 || Estimated Time: 2 days, 19:06:30
2023-07-24 13:11:43,050 semantic_segmentation INFO: Iters: 5230/150000 || Lr: 0.019371 || Task Loss: 1.0064 || KD Loss: 0.4236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:27 || Estimated Time: 2 days, 19:06:09
2023-07-24 13:11:59,587 semantic_segmentation INFO: Iters: 5240/150000 || Lr: 0.019370 || Task Loss: 0.8411 || KD Loss: 0.3352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:44 || Estimated Time: 2 days, 19:05:48
2023-07-24 13:12:16,168 semantic_segmentation INFO: Iters: 5250/150000 || Lr: 0.019369 || Task Loss: 0.6616 || KD Loss: 0.3109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:00 || Estimated Time: 2 days, 19:05:28
2023-07-24 13:12:32,640 semantic_segmentation INFO: Iters: 5260/150000 || Lr: 0.019368 || Task Loss: 0.8890 || KD Loss: 0.2932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:17 || Estimated Time: 2 days, 19:05:06
2023-07-24 13:12:49,211 semantic_segmentation INFO: Iters: 5270/150000 || Lr: 0.019367 || Task Loss: 0.8892 || KD Loss: 0.3335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3118|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:33 || Estimated Time: 2 days, 19:04:47
2023-07-24 13:13:05,763 semantic_segmentation INFO: Iters: 5280/150000 || Lr: 0.019365 || Task Loss: 1.4152 || KD Loss: 0.7769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:50 || Estimated Time: 2 days, 19:04:26
2023-07-24 13:13:22,348 semantic_segmentation INFO: Iters: 5290/150000 || Lr: 0.019364 || Task Loss: 0.9860 || KD Loss: 0.4203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:06 || Estimated Time: 2 days, 19:04:07
2023-07-24 13:13:38,951 semantic_segmentation INFO: Iters: 5300/150000 || Lr: 0.019363 || Task Loss: 0.8733 || KD Loss: 0.3208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 19:03:47
2023-07-24 13:13:55,339 semantic_segmentation INFO: Iters: 5310/150000 || Lr: 0.019362 || Task Loss: 0.8734 || KD Loss: 0.3141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3106|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:39 || Estimated Time: 2 days, 19:03:23
2023-07-24 13:14:12,003 semantic_segmentation INFO: Iters: 5320/150000 || Lr: 0.019361 || Task Loss: 1.1962 || KD Loss: 0.4661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:56 || Estimated Time: 2 days, 19:03:06
2023-07-24 13:14:28,587 semantic_segmentation INFO: Iters: 5330/150000 || Lr: 0.019359 || Task Loss: 0.5309 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:13 || Estimated Time: 2 days, 19:02:46
2023-07-24 13:14:45,123 semantic_segmentation INFO: Iters: 5340/150000 || Lr: 0.019358 || Task Loss: 0.5895 || KD Loss: 0.1935|| 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: 2:28:29 || Estimated Time: 2 days, 19:02:26
2023-07-24 13:15:01,702 semantic_segmentation INFO: Iters: 5350/150000 || Lr: 0.019357 || Task Loss: 0.8562 || KD Loss: 0.3030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:46 || Estimated Time: 2 days, 19:02:06
2023-07-24 13:15:18,664 semantic_segmentation INFO: Iters: 5360/150000 || Lr: 0.019356 || Task Loss: 0.7781 || KD Loss: 0.2945|| 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: 2:29:03 || Estimated Time: 2 days, 19:01:58
2023-07-24 13:15:35,088 semantic_segmentation INFO: Iters: 5370/150000 || Lr: 0.019355 || Task Loss: 0.7041 || KD Loss: 0.2528|| 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: 2:29:19 || Estimated Time: 2 days, 19:01:34
2023-07-24 13:15:51,681 semantic_segmentation INFO: Iters: 5380/150000 || Lr: 0.019353 || Task Loss: 0.8239 || KD Loss: 0.3437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:36 || Estimated Time: 2 days, 19:01:15
2023-07-24 13:16:08,229 semantic_segmentation INFO: Iters: 5390/150000 || Lr: 0.019352 || Task Loss: 0.5563 || KD Loss: 0.1835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:52 || Estimated Time: 2 days, 19:00:54
2023-07-24 13:16:24,657 semantic_segmentation INFO: Iters: 5400/150000 || Lr: 0.019351 || Task Loss: 0.9603 || KD Loss: 0.2898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:09 || Estimated Time: 2 days, 19:00:31
2023-07-24 13:16:41,213 semantic_segmentation INFO: Iters: 5410/150000 || Lr: 0.019350 || Task Loss: 0.8548 || KD Loss: 0.4189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:25 || Estimated Time: 2 days, 19:00:10
2023-07-24 13:16:57,617 semantic_segmentation INFO: Iters: 5420/150000 || Lr: 0.019349 || Task Loss: 0.8871 || KD Loss: 0.2919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:42 || Estimated Time: 2 days, 18:59:47
2023-07-24 13:17:14,188 semantic_segmentation INFO: Iters: 5430/150000 || Lr: 0.019347 || Task Loss: 0.7492 || KD Loss: 0.2565|| 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: 2:30:58 || Estimated Time: 2 days, 18:59:27
2023-07-24 13:17:30,788 semantic_segmentation INFO: Iters: 5440/150000 || Lr: 0.019346 || Task Loss: 0.7415 || KD Loss: 0.2618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:15 || Estimated Time: 2 days, 18:59:07
2023-07-24 13:17:47,191 semantic_segmentation INFO: Iters: 5450/150000 || Lr: 0.019345 || Task Loss: 0.8523 || KD Loss: 0.3414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2917|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:31 || Estimated Time: 2 days, 18:58:44
2023-07-24 13:18:03,758 semantic_segmentation INFO: Iters: 5460/150000 || Lr: 0.019344 || Task Loss: 0.6870 || KD Loss: 0.2625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:48 || Estimated Time: 2 days, 18:58:24
2023-07-24 13:18:20,170 semantic_segmentation INFO: Iters: 5470/150000 || Lr: 0.019343 || Task Loss: 0.7253 || KD Loss: 0.2454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:04 || Estimated Time: 2 days, 18:58:01
2023-07-24 13:18:36,751 semantic_segmentation INFO: Iters: 5480/150000 || Lr: 0.019341 || Task Loss: 0.8671 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:21 || Estimated Time: 2 days, 18:57:40
2023-07-24 13:18:53,238 semantic_segmentation INFO: Iters: 5490/150000 || Lr: 0.019340 || Task Loss: 0.7789 || KD Loss: 0.2470|| 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: 2:32:37 || Estimated Time: 2 days, 18:57:19
2023-07-24 13:19:09,724 semantic_segmentation INFO: Iters: 5500/150000 || Lr: 0.019339 || Task Loss: 0.7345 || KD Loss: 0.3262|| 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: 2:32:54 || Estimated Time: 2 days, 18:56:57
2023-07-24 13:19:26,282 semantic_segmentation INFO: Iters: 5510/150000 || Lr: 0.019338 || Task Loss: 0.6672 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:10 || Estimated Time: 2 days, 18:56:38
2023-07-24 13:19:42,762 semantic_segmentation INFO: Iters: 5520/150000 || Lr: 0.019336 || Task Loss: 1.1668 || KD Loss: 0.5759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:27 || Estimated Time: 2 days, 18:56:15
2023-07-24 13:19:59,286 semantic_segmentation INFO: Iters: 5530/150000 || Lr: 0.019335 || Task Loss: 0.6925 || KD Loss: 0.2786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:43 || Estimated Time: 2 days, 18:55:55
2023-07-24 13:20:15,860 semantic_segmentation INFO: Iters: 5540/150000 || Lr: 0.019334 || Task Loss: 0.6161 || KD Loss: 0.1631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:00 || Estimated Time: 2 days, 18:55:35
2023-07-24 13:20:32,381 semantic_segmentation INFO: Iters: 5550/150000 || Lr: 0.019333 || Task Loss: 1.2227 || KD Loss: 0.5980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2878|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:16 || Estimated Time: 2 days, 18:55:15
2023-07-24 13:20:49,238 semantic_segmentation INFO: Iters: 5560/150000 || Lr: 0.019332 || Task Loss: 0.7687 || KD Loss: 0.2680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:33 || Estimated Time: 2 days, 18:55:03
2023-07-24 13:21:05,827 semantic_segmentation INFO: Iters: 5570/150000 || Lr: 0.019330 || Task Loss: 0.8228 || KD Loss: 0.3543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:50 || Estimated Time: 2 days, 18:54:44
2023-07-24 13:21:22,385 semantic_segmentation INFO: Iters: 5580/150000 || Lr: 0.019329 || Task Loss: 1.0075 || KD Loss: 0.4121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:06 || Estimated Time: 2 days, 18:54:23
2023-07-24 13:21:38,897 semantic_segmentation INFO: Iters: 5590/150000 || Lr: 0.019328 || Task Loss: 0.7699 || KD Loss: 0.2819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:23 || Estimated Time: 2 days, 18:54:03
2023-07-24 13:21:55,481 semantic_segmentation INFO: Iters: 5600/150000 || Lr: 0.019327 || Task Loss: 0.6860 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2839|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:39 || Estimated Time: 2 days, 18:53:43
2023-07-24 13:21:55,594 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 13:21:56,047 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.079
2023-07-24 13:21:56,087 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.921, mIoU: 0.114
2023-07-24 13:21:56,099 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.928, mIoU: 0.133
2023-07-24 13:21:56,113 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.931, mIoU: 0.132
2023-07-24 13:21:56,126 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.905, mIoU: 0.195
2023-07-24 13:21:56,139 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.866, mIoU: 0.196
2023-07-24 13:21:56,153 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.856, mIoU: 0.218
2023-07-24 13:21:56,167 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.873, mIoU: 0.228
2023-07-24 13:21:56,180 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.871, mIoU: 0.229
2023-07-24 13:21:56,194 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.862, mIoU: 0.242
2023-07-24 13:21:56,208 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.848, mIoU: 0.246
2023-07-24 13:21:56,222 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.858, mIoU: 0.251
2023-07-24 13:21:56,235 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.824, mIoU: 0.247
2023-07-24 13:21:56,249 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.830, mIoU: 0.239
2023-07-24 13:21:56,263 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.836, mIoU: 0.240
2023-07-24 13:21:56,275 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.843, mIoU: 0.236
2023-07-24 13:21:56,287 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.845, mIoU: 0.236
2023-07-24 13:21:56,300 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.848, mIoU: 0.235
2023-07-24 13:21:56,314 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.839, mIoU: 0.235
2023-07-24 13:21:56,330 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.845, mIoU: 0.279
2023-07-24 13:21:56,344 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.852, mIoU: 0.300
2023-07-24 13:21:56,359 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.855, mIoU: 0.301
2023-07-24 13:21:56,373 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.852, mIoU: 0.311
2023-07-24 13:21:56,389 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.855, mIoU: 0.329
2023-07-24 13:21:56,404 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.848, mIoU: 0.320
2023-07-24 13:21:56,418 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.848, mIoU: 0.324
2023-07-24 13:21:56,432 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.845, mIoU: 0.322
2023-07-24 13:21:56,443 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.849, mIoU: 0.322
2023-07-24 13:21:56,457 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.847, mIoU: 0.320
2023-07-24 13:21:56,472 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-24 13:21:56,486 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.856, mIoU: 0.326
2023-07-24 13:21:56,502 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.859, mIoU: 0.327
2023-07-24 13:21:56,517 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.860, mIoU: 0.326
2023-07-24 13:21:56,532 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.856, mIoU: 0.323
2023-07-24 13:21:56,547 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.848, mIoU: 0.332
2023-07-24 13:21:56,563 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.851, mIoU: 0.333
2023-07-24 13:21:56,576 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.854, mIoU: 0.333
2023-07-24 13:21:56,589 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.857, mIoU: 0.364
2023-07-24 13:21:56,605 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.861, mIoU: 0.377
2023-07-24 13:21:56,618 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.862, mIoU: 0.375
2023-07-24 13:21:56,632 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.861, mIoU: 0.408
2023-07-24 13:21:56,647 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.865, mIoU: 0.407
2023-07-24 13:21:56,661 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.855, mIoU: 0.402
2023-07-24 13:21:56,674 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.856, mIoU: 0.401
2023-07-24 13:21:56,689 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.856, mIoU: 0.404
2023-07-24 13:21:56,705 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.854, mIoU: 0.404
2023-07-24 13:21:56,718 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.853, mIoU: 0.409
2023-07-24 13:21:56,731 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.855, mIoU: 0.410
2023-07-24 13:21:56,746 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.857, mIoU: 0.414
2023-07-24 13:21:56,763 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.852, mIoU: 0.411
2023-07-24 13:21:56,779 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.853, mIoU: 0.413
2023-07-24 13:21:56,794 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.856, mIoU: 0.413
2023-07-24 13:21:56,807 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.858, mIoU: 0.413
2023-07-24 13:21:56,823 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.859, mIoU: 0.410
2023-07-24 13:21:56,839 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.860, mIoU: 0.412
2023-07-24 13:21:56,852 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.861, mIoU: 0.413
2023-07-24 13:21:56,867 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.862, mIoU: 0.412
2023-07-24 13:21:56,884 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.865, mIoU: 0.413
2023-07-24 13:21:56,898 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.866, mIoU: 0.414
2023-07-24 13:21:56,912 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.858, mIoU: 0.433
2023-07-24 13:21:56,926 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.859, mIoU: 0.441
2023-07-24 13:21:56,941 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.860, mIoU: 0.437
2023-07-24 13:21:56,954 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.862, mIoU: 0.437
2023-07-24 13:21:56,972 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.857, mIoU: 0.428
2023-07-24 13:21:56,986 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-24 13:21:57,001 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.859, mIoU: 0.436
2023-07-24 13:21:57,016 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.861, mIoU: 0.436
2023-07-24 13:21:57,029 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.863, mIoU: 0.482
2023-07-24 13:21:57,044 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.865, mIoU: 0.482
2023-07-24 13:21:57,059 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.862, mIoU: 0.482
2023-07-24 13:21:57,075 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.853, mIoU: 0.486
2023-07-24 13:21:57,088 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.854, mIoU: 0.486
2023-07-24 13:21:57,103 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.851, mIoU: 0.483
2023-07-24 13:21:57,118 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.852, mIoU: 0.481
2023-07-24 13:21:57,133 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.854, mIoU: 0.487
2023-07-24 13:21:57,148 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.855, mIoU: 0.485
2023-07-24 13:21:57,162 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.852, mIoU: 0.483
2023-07-24 13:21:57,173 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.851, mIoU: 0.482
2023-07-24 13:21:57,188 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.852, mIoU: 0.489
2023-07-24 13:21:57,204 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.854, mIoU: 0.491
2023-07-24 13:21:57,217 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.854, mIoU: 0.493
2023-07-24 13:21:57,232 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.856, mIoU: 0.495
2023-07-24 13:21:57,247 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.855, mIoU: 0.493
2023-07-24 13:21:57,262 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.851, mIoU: 0.483
2023-07-24 13:21:57,278 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.850, mIoU: 0.475
2023-07-24 13:21:57,294 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.852, mIoU: 0.476
2023-07-24 13:21:57,310 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.853, mIoU: 0.470
2023-07-24 13:21:57,325 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.851, mIoU: 0.466
2023-07-24 13:21:57,340 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.847, mIoU: 0.464
2023-07-24 13:21:57,353 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.848, mIoU: 0.464
2023-07-24 13:21:57,368 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.848, mIoU: 0.456
2023-07-24 13:21:57,383 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.850, mIoU: 0.457
2023-07-24 13:21:57,398 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.848, mIoU: 0.459
2023-07-24 13:21:57,413 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.850, mIoU: 0.469
2023-07-24 13:21:57,427 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.848, mIoU: 0.469
2023-07-24 13:21:57,442 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.849, mIoU: 0.470
2023-07-24 13:21:57,455 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.850, mIoU: 0.471
2023-07-24 13:21:57,468 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.852, mIoU: 0.473
2023-07-24 13:21:57,483 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.853, mIoU: 0.473
2023-07-24 13:21:57,496 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.854, mIoU: 0.474
2023-07-24 13:21:57,511 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.855, mIoU: 0.474
2023-07-24 13:21:57,526 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.855, mIoU: 0.473
2023-07-24 13:21:57,539 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.857, mIoU: 0.475
2023-07-24 13:21:57,554 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.856, mIoU: 0.474
2023-07-24 13:21:57,569 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.857, mIoU: 0.475
2023-07-24 13:21:57,581 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.858, mIoU: 0.477
2023-07-24 13:21:57,596 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.858, mIoU: 0.478
2023-07-24 13:21:57,611 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.858, mIoU: 0.476
2023-07-24 13:21:57,624 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.859, mIoU: 0.479
2023-07-24 13:21:57,638 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.859, mIoU: 0.476
2023-07-24 13:21:57,651 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.857, mIoU: 0.470
2023-07-24 13:21:57,664 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.858, mIoU: 0.470
2023-07-24 13:21:57,679 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.859, mIoU: 0.469
2023-07-24 13:21:57,694 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.858, mIoU: 0.469
2023-07-24 13:21:57,709 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.859, mIoU: 0.470
2023-07-24 13:21:57,721 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.860, mIoU: 0.470
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2023-07-24 13:22:03,452 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.860, mIoU: 0.499
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2023-07-24 13:22:03,718 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.860, mIoU: 0.508
2023-07-24 13:22:03,733 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.860, mIoU: 0.509
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2023-07-24 13:22:03,763 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.860, mIoU: 0.508
2023-07-24 13:22:03,778 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.860, mIoU: 0.509
2023-07-24 13:22:03,792 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.860, mIoU: 0.508
2023-07-24 13:22:03,805 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.860, mIoU: 0.508
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2023-07-24 13:22:03,848 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.861, mIoU: 0.509
2023-07-24 13:22:03,864 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.861, mIoU: 0.509
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2023-07-24 13:22:03,890 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.860, mIoU: 0.507
2023-07-24 13:22:03,905 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.860, mIoU: 0.507
2023-07-24 13:22:03,920 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.861, mIoU: 0.507
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2023-07-24 13:22:03,949 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.860, mIoU: 0.504
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2023-07-24 13:22:04,140 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.860, mIoU: 0.503
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2023-07-24 13:22:04,180 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.860, mIoU: 0.502
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2023-07-24 13:22:04,509 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.859, mIoU: 0.499
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2023-07-24 13:22:04,539 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.859, mIoU: 0.499
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2023-07-24 13:22:04,705 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.860, mIoU: 0.500
2023-07-24 13:22:04,720 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.860, mIoU: 0.500
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2023-07-24 13:22:04,749 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.861, mIoU: 0.500
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2023-07-24 13:22:04,779 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.861, mIoU: 0.503
2023-07-24 13:22:04,793 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.861, mIoU: 0.503
2023-07-24 13:22:04,808 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.861, mIoU: 0.503
2023-07-24 13:22:04,822 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.861, mIoU: 0.501
2023-07-24 13:22:04,835 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.861, mIoU: 0.501
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2023-07-24 13:22:04,864 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.860, mIoU: 0.502
2023-07-24 13:22:04,879 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 13:22:04,892 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 13:22:04,907 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 13:22:04,920 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 13:22:04,935 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 13:22:04,950 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.862, mIoU: 0.503
2023-07-24 13:22:04,966 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.862, mIoU: 0.503
2023-07-24 13:22:04,981 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.862, mIoU: 0.503
2023-07-24 13:22:04,996 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.862, mIoU: 0.502
2023-07-24 13:22:05,011 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.861, mIoU: 0.499
2023-07-24 13:22:05,025 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.860, mIoU: 0.498
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2023-07-24 13:22:05,115 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.860, mIoU: 0.498
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2023-07-24 13:22:05,138 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.860, mIoU: 0.497
2023-07-24 13:22:05,152 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.861, mIoU: 0.497
2023-07-24 13:22:05,165 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.860, mIoU: 0.496
2023-07-24 13:22:05,179 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.860, mIoU: 0.496
2023-07-24 13:22:05,192 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.860, mIoU: 0.496
2023-07-24 13:22:05,205 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.860, mIoU: 0.497
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2023-07-24 13:22:05,235 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.860, mIoU: 0.497
2023-07-24 13:22:05,250 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.860, mIoU: 0.497
2023-07-24 13:22:05,265 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.860, mIoU: 0.499
2023-07-24 13:22:05,278 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.860, mIoU: 0.498
2023-07-24 13:22:05,293 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.860, mIoU: 0.498
2023-07-24 13:22:05,306 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.860, mIoU: 0.498
2023-07-24 13:22:05,320 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.860, mIoU: 0.499
2023-07-24 13:22:05,335 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.860, mIoU: 0.498
2023-07-24 13:22:05,351 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.859, mIoU: 0.499
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2023-07-24 13:22:05,381 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.859, mIoU: 0.499
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2023-07-24 13:22:06,286 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,301 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,315 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,330 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,343 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:06,358 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,370 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,384 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,400 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,416 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,432 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,444 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,459 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,475 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,488 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:06,501 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.864, mIoU: 0.505
2023-07-24 13:22:06,516 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:06,532 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,547 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,562 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,574 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,587 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,601 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:06,614 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:06,628 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,645 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,658 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:06,673 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,686 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,701 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,716 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,729 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,741 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,756 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:06,771 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,784 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,798 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:06,813 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,826 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,839 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:06,854 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:06,869 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:06,885 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,897 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,911 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:06,924 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:06,940 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:06,953 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:06,966 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:06,982 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:06,997 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,010 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,025 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,041 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:07,056 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,072 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,084 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:07,097 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,112 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,124 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,137 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:07,150 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:07,165 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,178 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,190 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:07,205 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,220 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,234 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,249 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,262 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,275 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,289 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,304 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,320 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,335 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,348 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,361 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:07,373 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,388 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,404 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,420 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,435 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,446 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,459 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,474 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:07,490 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:07,502 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,517 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,530 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,546 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,558 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,573 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,586 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:07,600 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:07,615 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:07,628 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:07,643 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:07,657 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:07,672 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:07,686 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:07,701 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:07,715 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:07,729 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:07,743 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:07,758 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:07,773 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,786 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,798 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:07,812 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,827 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,841 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,857 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,872 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,884 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,898 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,914 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,928 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:07,941 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,957 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,971 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:07,985 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:08,000 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:08,015 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:08,030 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,043 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,055 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,071 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,086 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,100 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,114 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 13:22:08,128 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,143 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:08,158 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,172 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,185 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,200 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,212 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,227 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,241 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:08,254 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:08,268 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:08,281 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:08,295 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,310 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,324 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,338 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,353 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:08,367 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,382 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,398 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,412 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,429 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,445 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,456 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,470 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:08,483 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:08,499 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,514 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,529 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,543 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,557 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,572 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:08,586 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,601 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,616 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,629 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,644 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,659 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.865, mIoU: 0.511
2023-07-24 13:22:08,673 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,686 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,700 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,715 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,730 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,742 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,757 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,772 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,785 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,799 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,814 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,827 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,841 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,854 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,867 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,883 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,897 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,912 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:08,927 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,942 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,955 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:08,968 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,983 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:08,996 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:09,008 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:09,024 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:09,038 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:09,053 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.865, mIoU: 0.510
2023-07-24 13:22:09,069 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:09,082 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:09,094 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,110 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:09,125 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:09,138 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 13:22:09,153 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,165 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,180 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,194 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,209 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,224 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,238 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,249 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.865, mIoU: 0.507
2023-07-24 13:22:09,264 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.865, mIoU: 0.507
2023-07-24 13:22:09,279 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.865, mIoU: 0.507
2023-07-24 13:22:09,292 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,306 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,320 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,335 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.865, mIoU: 0.508
2023-07-24 13:22:09,347 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,362 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,376 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,392 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,407 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.866, mIoU: 0.506
2023-07-24 13:22:09,422 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.866, mIoU: 0.506
2023-07-24 13:22:09,439 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,456 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,469 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,485 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,500 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,514 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 13:22:09,527 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 13:22:09,542 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,558 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,572 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,579 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,593 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,605 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,617 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.866, mIoU: 0.509
2023-07-24 13:22:09,628 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.866, mIoU: 0.510
2023-07-24 13:22:09,642 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.866, mIoU: 0.510
2023-07-24 13:22:09,657 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.866, mIoU: 0.510
2023-07-24 13:22:09,671 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.866, mIoU: 0.511
2023-07-24 13:22:09,682 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.866, mIoU: 0.511
2023-07-24 13:22:09,695 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.866, mIoU: 0.511
2023-07-24 13:22:09,709 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.866, mIoU: 0.511
2023-07-24 13:22:09,720 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:09,734 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:09,747 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:09,761 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,775 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,790 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,804 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,815 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,828 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,843 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,857 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.867, mIoU: 0.512
2023-07-24 13:22:09,872 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.867, mIoU: 0.512
2023-07-24 13:22:09,886 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,899 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,910 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,921 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,933 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:09,944 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,959 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:09,971 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:09,987 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,002 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,017 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,031 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:10,046 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:10,062 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 13:22:10,076 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,092 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,106 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,120 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:10,135 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:10,151 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:10,164 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,177 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,192 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,204 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,219 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,232 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,247 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,261 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,279 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,294 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,306 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,321 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,336 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,350 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,365 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,377 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,390 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,404 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.869, mIoU: 0.516
2023-07-24 13:22:10,419 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.869, mIoU: 0.517
2023-07-24 13:22:10,434 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.869, mIoU: 0.517
2023-07-24 13:22:10,450 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,467 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,483 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,498 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,513 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,526 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.868, mIoU: 0.516
2023-07-24 13:22:10,541 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,551 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,565 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,579 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 13:22:10,592 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,607 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,621 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,636 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:10,651 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:10,666 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.867, mIoU: 0.513
2023-07-24 13:22:10,680 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,694 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,706 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,721 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,733 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,747 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,761 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,773 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,787 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,800 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,814 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,828 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,843 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:10,857 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:10,872 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:10,884 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:10,896 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 13:22:10,911 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,924 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:10,937 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:10,951 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,966 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,981 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:10,993 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.867, mIoU: 0.515
2023-07-24 13:22:11,006 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.867, mIoU: 0.516
2023-07-24 13:22:11,021 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 13:22:11,037 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,052 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 13:22:11,066 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,079 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,093 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,108 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,123 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,138 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,153 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,168 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,182 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,197 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,213 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,227 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,242 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,256 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,270 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,285 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,300 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,315 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,327 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:11,341 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 13:22:11,355 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 13:22:11,370 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 13:22:11,388 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 13:22:11,402 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,417 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,431 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,447 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,462 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,478 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,491 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,507 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,524 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,537 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,552 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,565 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,574 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,588 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,604 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,617 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:11,632 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,646 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,659 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,671 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,686 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,700 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,714 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,731 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,744 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,760 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 13:22:11,774 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,787 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,801 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,815 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,829 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,842 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,854 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,869 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.865, mIoU: 0.513
2023-07-24 13:22:11,884 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,898 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,912 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,925 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:11,940 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,954 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,966 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,981 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:11,997 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,012 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,026 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,039 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,054 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,069 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,084 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,099 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,112 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,127 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,141 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.866, mIoU: 0.513
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2023-07-24 13:22:12,196 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,211 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,226 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,237 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.866, mIoU: 0.513
2023-07-24 13:22:12,250 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,266 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,281 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.866, mIoU: 0.514
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2023-07-24 13:22:12,352 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,366 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,381 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,393 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,409 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,421 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.866, mIoU: 0.513
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2023-07-24 13:22:12,481 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,497 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:12,510 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 13:22:12,526 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:12,542 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 13:22:12,554 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.866, mIoU: 0.515
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2023-07-24 13:22:12,640 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 13:22:12,655 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 13:22:12,669 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 13:22:12,683 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 13:22:12,696 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.866, mIoU: 0.515
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2023-07-24 13:22:12,727 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.865, mIoU: 0.515
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2023-07-24 13:22:12,766 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 13:22:12,781 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.866, mIoU: 0.515
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2023-07-24 13:22:12,810 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:12,822 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 13:22:12,836 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.865, mIoU: 0.514
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2023-07-24 13:22:12,864 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.865, mIoU: 0.516
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2023-07-24 13:22:12,939 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.864, mIoU: 0.516
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2023-07-24 13:22:13,081 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,096 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,111 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,126 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,138 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.864, mIoU: 0.516
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2023-07-24 13:22:13,169 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,184 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,195 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,210 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,225 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,235 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,250 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,265 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 13:22:13,280 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,293 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,305 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,321 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,335 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,350 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,363 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,378 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,391 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,404 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 13:22:13,418 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.864, mIoU: 0.514
2023-07-24 13:22:13,433 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.864, mIoU: 0.514
2023-07-24 13:22:13,448 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.864, mIoU: 0.514
2023-07-24 13:22:13,463 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.864, mIoU: 0.513
2023-07-24 13:22:13,479 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.864, mIoU: 0.513
2023-07-24 13:22:13,492 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.864, mIoU: 0.513
2023-07-24 13:22:13,507 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,522 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,536 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,551 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,564 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,576 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,592 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,606 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,621 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,634 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,646 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,661 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.863, mIoU: 0.513
2023-07-24 13:22:13,675 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,689 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,702 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,717 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,731 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,746 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,761 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,775 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,791 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,803 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,818 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,832 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,845 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.863, mIoU: 0.512
2023-07-24 13:22:13,860 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.863, mIoU: 0.511
2023-07-24 13:22:13,874 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.863, mIoU: 0.511
2023-07-24 13:22:13,890 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.863, mIoU: 0.511
2023-07-24 13:22:13,904 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.863, mIoU: 0.511
2023-07-24 13:22:13,919 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:13,934 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.863, mIoU: 0.510
2023-07-24 13:22:13,948 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.863, mIoU: 0.510
2023-07-24 13:22:13,962 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.863, mIoU: 0.510
2023-07-24 13:22:13,977 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.863, mIoU: 0.510
2023-07-24 13:22:13,992 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,008 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,022 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.862, mIoU: 0.509
2023-07-24 13:22:14,037 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,052 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,065 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,078 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,093 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,108 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,122 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,137 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.863, mIoU: 0.508
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2023-07-24 13:22:14,169 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,184 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,199 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,214 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,229 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,242 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,255 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,268 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,281 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,294 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,308 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,324 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.863, mIoU: 0.509
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2023-07-24 13:22:14,350 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,365 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,376 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,390 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,405 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,421 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.863, mIoU: 0.508
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2023-07-24 13:22:14,479 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,494 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.862, mIoU: 0.508
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2023-07-24 13:22:14,524 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,539 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,554 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,567 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,582 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,597 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.862, mIoU: 0.508
2023-07-24 13:22:14,611 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,626 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,638 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,653 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,668 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,683 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,698 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,710 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,726 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,740 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,755 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,770 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,785 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,800 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,816 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,827 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,841 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,853 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,867 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,883 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,898 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,912 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:14,926 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,938 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:14,952 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,967 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:14,981 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:14,996 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,010 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,023 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,038 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,053 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,066 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,080 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,095 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,107 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,122 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,134 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,150 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,165 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,180 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,195 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,208 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,221 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,235 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,249 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,264 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,277 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,290 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,305 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,320 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,335 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,347 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,362 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,379 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,395 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,409 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,424 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,432 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,447 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,460 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,473 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,487 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:15,503 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.864, mIoU: 0.510
2023-07-24 13:22:15,518 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,534 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,550 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.863, mIoU: 0.509
2023-07-24 13:22:15,564 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 13:22:15,580 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:15,592 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 13:22:15,607 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,623 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,638 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,654 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,669 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,685 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,699 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,713 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,727 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,742 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,755 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,768 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:15,783 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,798 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,813 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.863, mIoU: 0.507
2023-07-24 13:22:15,828 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,843 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,858 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.862, mIoU: 0.505
2023-07-24 13:22:15,873 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,886 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,901 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:15,914 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,929 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,945 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,960 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,974 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:15,987 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,002 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,017 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,032 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,046 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,061 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,076 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,091 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,104 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,118 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,131 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,146 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,161 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,176 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,191 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,206 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,220 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,229 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,244 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,256 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,271 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,285 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,300 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,315 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,326 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,335 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,351 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,366 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,381 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:16,394 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:16,409 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:16,423 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,436 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,451 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,465 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,479 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,493 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,506 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,521 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,537 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,551 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,564 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,579 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,593 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:16,608 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,623 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:16,635 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.864, mIoU: 0.506
2023-07-24 13:22:16,649 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.864, mIoU: 0.507
2023-07-24 13:22:16,664 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.863, mIoU: 0.506
2023-07-24 13:22:16,680 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.863, mIoU: 0.505
2023-07-24 13:22:33,394 semantic_segmentation INFO: Iters: 5610/150000 || Lr: 0.019326 || Task Loss: 0.3954 || KD Loss: 0.1378|| 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: 2:36:17 || Estimated Time: 2 days, 19:02:33
2023-07-24 13:22:49,853 semantic_segmentation INFO: Iters: 5620/150000 || Lr: 0.019324 || Task Loss: 0.8394 || KD Loss: 0.3600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:34 || Estimated Time: 2 days, 19:02:11
2023-07-24 13:23:06,457 semantic_segmentation INFO: Iters: 5630/150000 || Lr: 0.019323 || Task Loss: 0.9659 || KD Loss: 0.4170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:50 || Estimated Time: 2 days, 19:01:51
2023-07-24 13:23:23,101 semantic_segmentation INFO: Iters: 5640/150000 || Lr: 0.019322 || Task Loss: 0.8197 || KD Loss: 0.3870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:07 || Estimated Time: 2 days, 19:01:32
2023-07-24 13:23:39,648 semantic_segmentation INFO: Iters: 5650/150000 || Lr: 0.019321 || Task Loss: 0.5794 || KD Loss: 0.2371|| 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: 2:37:24 || Estimated Time: 2 days, 19:01:11
2023-07-24 13:23:56,262 semantic_segmentation INFO: Iters: 5660/150000 || Lr: 0.019320 || Task Loss: 0.7912 || KD Loss: 0.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:40 || Estimated Time: 2 days, 19:00:52
2023-07-24 13:24:12,941 semantic_segmentation INFO: Iters: 5670/150000 || Lr: 0.019318 || Task Loss: 0.4647 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:57 || Estimated Time: 2 days, 19:00:34
2023-07-24 13:24:29,610 semantic_segmentation INFO: Iters: 5680/150000 || Lr: 0.019317 || Task Loss: 0.7436 || KD Loss: 0.2830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:14 || Estimated Time: 2 days, 19:00:17
2023-07-24 13:24:46,197 semantic_segmentation INFO: Iters: 5690/150000 || Lr: 0.019316 || Task Loss: 0.8630 || KD Loss: 0.3566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:30 || Estimated Time: 2 days, 18:59:56
2023-07-24 13:25:02,803 semantic_segmentation INFO: Iters: 5700/150000 || Lr: 0.019315 || Task Loss: 0.7589 || KD Loss: 0.2708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:47 || Estimated Time: 2 days, 18:59:38
2023-07-24 13:25:19,425 semantic_segmentation INFO: Iters: 5710/150000 || Lr: 0.019314 || Task Loss: 0.9881 || KD Loss: 0.4373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:03 || Estimated Time: 2 days, 18:59:18
2023-07-24 13:25:35,964 semantic_segmentation INFO: Iters: 5720/150000 || Lr: 0.019312 || Task Loss: 1.2734 || KD Loss: 0.4786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:20 || Estimated Time: 2 days, 18:58:58
2023-07-24 13:25:52,539 semantic_segmentation INFO: Iters: 5730/150000 || Lr: 0.019311 || Task Loss: 0.8406 || KD Loss: 0.3509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:37 || Estimated Time: 2 days, 18:58:37
2023-07-24 13:26:09,155 semantic_segmentation INFO: Iters: 5740/150000 || Lr: 0.019310 || Task Loss: 1.3835 || KD Loss: 0.5978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:53 || Estimated Time: 2 days, 18:58:17
2023-07-24 13:26:25,727 semantic_segmentation INFO: Iters: 5750/150000 || Lr: 0.019309 || Task Loss: 0.7265 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:10 || Estimated Time: 2 days, 18:57:58
2023-07-24 13:26:42,295 semantic_segmentation INFO: Iters: 5760/150000 || Lr: 0.019308 || Task Loss: 0.9544 || KD Loss: 0.3232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:26 || Estimated Time: 2 days, 18:57:38
2023-07-24 13:26:58,924 semantic_segmentation INFO: Iters: 5770/150000 || Lr: 0.019306 || Task Loss: 0.7736 || KD Loss: 0.3118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:43 || Estimated Time: 2 days, 18:57:18
2023-07-24 13:27:15,457 semantic_segmentation INFO: Iters: 5780/150000 || Lr: 0.019305 || Task Loss: 0.7264 || KD Loss: 0.2998|| 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: 2:40:59 || Estimated Time: 2 days, 18:56:57
2023-07-24 13:27:32,082 semantic_segmentation INFO: Iters: 5790/150000 || Lr: 0.019304 || Task Loss: 0.9095 || KD Loss: 0.3140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:16 || Estimated Time: 2 days, 18:56:39
2023-07-24 13:27:48,688 semantic_segmentation INFO: Iters: 5800/150000 || Lr: 0.019303 || Task Loss: 1.1425 || KD Loss: 0.5673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:33 || Estimated Time: 2 days, 18:56:19
2023-07-24 13:28:05,268 semantic_segmentation INFO: Iters: 5810/150000 || Lr: 0.019302 || Task Loss: 0.6942 || KD Loss: 0.2146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:55:59
2023-07-24 13:28:21,853 semantic_segmentation INFO: Iters: 5820/150000 || Lr: 0.019300 || Task Loss: 0.9224 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:55:39
2023-07-24 13:28:38,446 semantic_segmentation INFO: Iters: 5830/150000 || Lr: 0.019299 || Task Loss: 0.9720 || KD Loss: 0.3977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:22 || Estimated Time: 2 days, 18:55:19
2023-07-24 13:28:54,814 semantic_segmentation INFO: Iters: 5840/150000 || Lr: 0.019298 || Task Loss: 0.5567 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:39 || Estimated Time: 2 days, 18:54:54
2023-07-24 13:29:11,428 semantic_segmentation INFO: Iters: 5850/150000 || Lr: 0.019297 || Task Loss: 1.0386 || KD Loss: 0.4251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:55 || Estimated Time: 2 days, 18:54:36
2023-07-24 13:29:27,988 semantic_segmentation INFO: Iters: 5860/150000 || Lr: 0.019296 || Task Loss: 1.0220 || KD Loss: 0.3675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:12 || Estimated Time: 2 days, 18:54:15
2023-07-24 13:29:44,598 semantic_segmentation INFO: Iters: 5870/150000 || Lr: 0.019294 || Task Loss: 0.8426 || KD Loss: 0.3780|| 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: 2:43:29 || Estimated Time: 2 days, 18:53:56
2023-07-24 13:30:01,172 semantic_segmentation INFO: Iters: 5880/150000 || Lr: 0.019293 || Task Loss: 0.8453 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2824|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:45 || Estimated Time: 2 days, 18:53:36
2023-07-24 13:30:17,777 semantic_segmentation INFO: Iters: 5890/150000 || Lr: 0.019292 || Task Loss: 0.7797 || KD Loss: 0.2264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:02 || Estimated Time: 2 days, 18:53:16
2023-07-24 13:30:35,635 semantic_segmentation INFO: Iters: 5900/150000 || Lr: 0.019291 || Task Loss: 0.8805 || KD Loss: 0.3558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:20 || Estimated Time: 2 days, 18:53:27
2023-07-24 13:30:52,380 semantic_segmentation INFO: Iters: 5910/150000 || Lr: 0.019290 || Task Loss: 1.0411 || KD Loss: 0.5178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:36 || Estimated Time: 2 days, 18:53:11
2023-07-24 13:31:08,868 semantic_segmentation INFO: Iters: 5920/150000 || Lr: 0.019288 || Task Loss: 0.8182 || KD Loss: 0.3695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:53 || Estimated Time: 2 days, 18:52:50
2023-07-24 13:31:25,364 semantic_segmentation INFO: Iters: 5930/150000 || Lr: 0.019287 || Task Loss: 0.5983 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:09 || Estimated Time: 2 days, 18:52:28
2023-07-24 13:31:41,936 semantic_segmentation INFO: Iters: 5940/150000 || Lr: 0.019286 || Task Loss: 0.7825 || KD Loss: 0.3372|| 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: 2:45:26 || Estimated Time: 2 days, 18:52:08
2023-07-24 13:31:58,541 semantic_segmentation INFO: Iters: 5950/150000 || Lr: 0.019285 || Task Loss: 0.7225 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2779|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:43 || Estimated Time: 2 days, 18:51:48
2023-07-24 13:32:15,109 semantic_segmentation INFO: Iters: 5960/150000 || Lr: 0.019283 || Task Loss: 1.0862 || KD Loss: 0.4696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:59 || Estimated Time: 2 days, 18:51:29
2023-07-24 13:32:31,615 semantic_segmentation INFO: Iters: 5970/150000 || Lr: 0.019282 || Task Loss: 1.1372 || KD Loss: 0.5205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2950|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:16 || Estimated Time: 2 days, 18:51:06
2023-07-24 13:32:48,175 semantic_segmentation INFO: Iters: 5980/150000 || Lr: 0.019281 || Task Loss: 0.8325 || KD Loss: 0.2799|| 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: 2:46:32 || Estimated Time: 2 days, 18:50:46
2023-07-24 13:33:04,698 semantic_segmentation INFO: Iters: 5990/150000 || Lr: 0.019280 || Task Loss: 1.2865 || KD Loss: 0.5158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:49 || Estimated Time: 2 days, 18:50:26
2023-07-24 13:33:21,327 semantic_segmentation INFO: Iters: 6000/150000 || Lr: 0.019279 || Task Loss: 0.7964 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:05 || Estimated Time: 2 days, 18:50:06
2023-07-24 13:33:37,862 semantic_segmentation INFO: Iters: 6010/150000 || Lr: 0.019277 || Task Loss: 0.9534 || KD Loss: 0.4260|| 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: 2:47:22 || Estimated Time: 2 days, 18:49:46
2023-07-24 13:33:54,435 semantic_segmentation INFO: Iters: 6020/150000 || Lr: 0.019276 || Task Loss: 0.8256 || KD Loss: 0.3140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:38 || Estimated Time: 2 days, 18:49:26
2023-07-24 13:34:11,042 semantic_segmentation INFO: Iters: 6030/150000 || Lr: 0.019275 || Task Loss: 1.3843 || KD Loss: 0.6647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:55 || Estimated Time: 2 days, 18:49:07
2023-07-24 13:34:27,614 semantic_segmentation INFO: Iters: 6040/150000 || Lr: 0.019274 || Task Loss: 0.9468 || KD Loss: 0.3223|| 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: 2:48:12 || Estimated Time: 2 days, 18:48:47
2023-07-24 13:34:44,060 semantic_segmentation INFO: Iters: 6050/150000 || Lr: 0.019273 || Task Loss: 0.9990 || KD Loss: 0.4250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:28 || Estimated Time: 2 days, 18:48:24
2023-07-24 13:35:00,686 semantic_segmentation INFO: Iters: 6060/150000 || Lr: 0.019271 || Task Loss: 0.6850 || KD Loss: 0.2815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:45 || Estimated Time: 2 days, 18:48:05
2023-07-24 13:35:17,270 semantic_segmentation INFO: Iters: 6070/150000 || Lr: 0.019270 || Task Loss: 0.9106 || KD Loss: 0.3038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:01 || Estimated Time: 2 days, 18:47:45
2023-07-24 13:35:33,771 semantic_segmentation INFO: Iters: 6080/150000 || Lr: 0.019269 || Task Loss: 1.2138 || KD Loss: 0.5598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:18 || Estimated Time: 2 days, 18:47:23
2023-07-24 13:35:50,369 semantic_segmentation INFO: Iters: 6090/150000 || Lr: 0.019268 || Task Loss: 0.7339 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2790|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:34 || Estimated Time: 2 days, 18:47:04
2023-07-24 13:36:06,928 semantic_segmentation INFO: Iters: 6100/150000 || Lr: 0.019267 || Task Loss: 0.7679 || KD Loss: 0.3074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:51 || Estimated Time: 2 days, 18:46:44
2023-07-24 13:36:23,508 semantic_segmentation INFO: Iters: 6110/150000 || Lr: 0.019265 || Task Loss: 0.5954 || KD Loss: 0.2243|| 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: 2:50:07 || Estimated Time: 2 days, 18:46:24
2023-07-24 13:36:39,962 semantic_segmentation INFO: Iters: 6120/150000 || Lr: 0.019264 || Task Loss: 0.6560 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:24 || Estimated Time: 2 days, 18:46:02
2023-07-24 13:36:56,526 semantic_segmentation INFO: Iters: 6130/150000 || Lr: 0.019263 || Task Loss: 0.9272 || KD Loss: 0.3689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:41 || Estimated Time: 2 days, 18:45:42
2023-07-24 13:37:13,095 semantic_segmentation INFO: Iters: 6140/150000 || Lr: 0.019262 || Task Loss: 0.4195 || KD Loss: 0.1492|| 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: 2:50:57 || Estimated Time: 2 days, 18:45:22
2023-07-24 13:37:29,585 semantic_segmentation INFO: Iters: 6150/150000 || Lr: 0.019261 || Task Loss: 0.7046 || KD Loss: 0.2418|| 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: 2:51:14 || Estimated Time: 2 days, 18:45:00
2023-07-24 13:37:46,225 semantic_segmentation INFO: Iters: 6160/150000 || Lr: 0.019259 || Task Loss: 0.5698 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:30 || Estimated Time: 2 days, 18:44:42
2023-07-24 13:38:02,681 semantic_segmentation INFO: Iters: 6170/150000 || Lr: 0.019258 || Task Loss: 0.9668 || KD Loss: 0.4142|| 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: 2:51:47 || Estimated Time: 2 days, 18:44:20
2023-07-24 13:38:19,252 semantic_segmentation INFO: Iters: 6180/150000 || Lr: 0.019257 || Task Loss: 0.9809 || KD Loss: 0.3835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:44:00
2023-07-24 13:38:35,812 semantic_segmentation INFO: Iters: 6190/150000 || Lr: 0.019256 || Task Loss: 0.9935 || KD Loss: 0.4797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2815|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:43:39
2023-07-24 13:38:52,309 semantic_segmentation INFO: Iters: 6200/150000 || Lr: 0.019255 || Task Loss: 0.6132 || KD Loss: 0.1979|| 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: 2:52:36 || Estimated Time: 2 days, 18:43:18
2023-07-24 13:39:08,807 semantic_segmentation INFO: Iters: 6210/150000 || Lr: 0.019253 || Task Loss: 0.7087 || KD Loss: 0.2487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:53 || Estimated Time: 2 days, 18:42:56
2023-07-24 13:39:25,388 semantic_segmentation INFO: Iters: 6220/150000 || Lr: 0.019252 || Task Loss: 1.0180 || KD Loss: 0.4188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:09 || Estimated Time: 2 days, 18:42:37
2023-07-24 13:39:41,838 semantic_segmentation INFO: Iters: 6230/150000 || Lr: 0.019251 || Task Loss: 0.7329 || KD Loss: 0.2837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:26 || Estimated Time: 2 days, 18:42:15
2023-07-24 13:39:58,434 semantic_segmentation INFO: Iters: 6240/150000 || Lr: 0.019250 || Task Loss: 0.4798 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:42 || Estimated Time: 2 days, 18:41:55
2023-07-24 13:40:14,977 semantic_segmentation INFO: Iters: 6250/150000 || Lr: 0.019249 || Task Loss: 0.6474 || KD Loss: 0.2816|| 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: 2:53:59 || Estimated Time: 2 days, 18:41:36
2023-07-24 13:40:31,613 semantic_segmentation INFO: Iters: 6260/150000 || Lr: 0.019247 || Task Loss: 0.6361 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:16 || Estimated Time: 2 days, 18:41:17
2023-07-24 13:40:48,179 semantic_segmentation INFO: Iters: 6270/150000 || Lr: 0.019246 || Task Loss: 0.8859 || KD Loss: 0.3907|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2891|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:32 || Estimated Time: 2 days, 18:40:57
2023-07-24 13:41:04,740 semantic_segmentation INFO: Iters: 6280/150000 || Lr: 0.019245 || Task Loss: 1.2455 || KD Loss: 0.6140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:49 || Estimated Time: 2 days, 18:40:37
2023-07-24 13:41:21,093 semantic_segmentation INFO: Iters: 6290/150000 || Lr: 0.019244 || Task Loss: 0.8268 || KD Loss: 0.2835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:05 || Estimated Time: 2 days, 18:40:12
2023-07-24 13:41:37,491 semantic_segmentation INFO: Iters: 6300/150000 || Lr: 0.019243 || Task Loss: 1.1723 || KD Loss: 0.5721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:21 || Estimated Time: 2 days, 18:39:49
2023-07-24 13:41:54,093 semantic_segmentation INFO: Iters: 6310/150000 || Lr: 0.019241 || Task Loss: 0.6517 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:38 || Estimated Time: 2 days, 18:39:30
2023-07-24 13:42:10,644 semantic_segmentation INFO: Iters: 6320/150000 || Lr: 0.019240 || Task Loss: 0.9854 || KD Loss: 0.3889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2945|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:55 || Estimated Time: 2 days, 18:39:10
2023-07-24 13:42:27,053 semantic_segmentation INFO: Iters: 6330/150000 || Lr: 0.019239 || Task Loss: 0.7548 || KD Loss: 0.2313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:11 || Estimated Time: 2 days, 18:38:47
2023-07-24 13:42:43,431 semantic_segmentation INFO: Iters: 6340/150000 || Lr: 0.019238 || Task Loss: 0.9415 || KD Loss: 0.3351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:27 || Estimated Time: 2 days, 18:38:23
2023-07-24 13:42:59,832 semantic_segmentation INFO: Iters: 6350/150000 || Lr: 0.019236 || Task Loss: 0.9499 || KD Loss: 0.4067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:44 || Estimated Time: 2 days, 18:37:59
2023-07-24 13:43:16,405 semantic_segmentation INFO: Iters: 6360/150000 || Lr: 0.019235 || Task Loss: 0.8969 || KD Loss: 0.4228|| 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: 2:57:00 || Estimated Time: 2 days, 18:37:40
2023-07-24 13:43:32,935 semantic_segmentation INFO: Iters: 6370/150000 || Lr: 0.019234 || Task Loss: 0.8302 || KD Loss: 0.2966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:17 || Estimated Time: 2 days, 18:37:19
2023-07-24 13:43:49,370 semantic_segmentation INFO: Iters: 6380/150000 || Lr: 0.019233 || Task Loss: 0.9066 || KD Loss: 0.2393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:33 || Estimated Time: 2 days, 18:36:57
2023-07-24 13:44:05,925 semantic_segmentation INFO: Iters: 6390/150000 || Lr: 0.019232 || Task Loss: 0.6609 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:50 || Estimated Time: 2 days, 18:36:36
2023-07-24 13:44:22,399 semantic_segmentation INFO: Iters: 6400/150000 || Lr: 0.019230 || Task Loss: 0.9274 || KD Loss: 0.3677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2693|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:36:15
2023-07-24 13:44:22,516 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 13:44:22,980 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.081
2023-07-24 13:44:23,013 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.120
2023-07-24 13:44:23,026 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.944, mIoU: 0.124
2023-07-24 13:44:23,042 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.126
2023-07-24 13:44:23,056 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.886, mIoU: 0.172
2023-07-24 13:44:23,069 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.883, mIoU: 0.209
2023-07-24 13:44:23,084 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.891, mIoU: 0.250
2023-07-24 13:44:23,098 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.902, mIoU: 0.266
2023-07-24 13:44:23,111 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.908, mIoU: 0.284
2023-07-24 13:44:23,126 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.912, mIoU: 0.298
2023-07-24 13:44:23,141 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.894, mIoU: 0.309
2023-07-24 13:44:23,156 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.898, mIoU: 0.307
2023-07-24 13:44:23,168 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.861, mIoU: 0.299
2023-07-24 13:44:23,183 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.865, mIoU: 0.298
2023-07-24 13:44:23,197 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.852, mIoU: 0.276
2023-07-24 13:44:23,210 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.857, mIoU: 0.273
2023-07-24 13:44:23,221 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.851, mIoU: 0.270
2023-07-24 13:44:23,234 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.858, mIoU: 0.270
2023-07-24 13:44:23,248 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.859, mIoU: 0.270
2023-07-24 13:44:23,265 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.864, mIoU: 0.313
2023-07-24 13:44:23,280 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.869, mIoU: 0.316
2023-07-24 13:44:23,296 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.868, mIoU: 0.310
2023-07-24 13:44:23,311 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.859, mIoU: 0.316
2023-07-24 13:44:23,327 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.862, mIoU: 0.323
2023-07-24 13:44:23,343 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.866, mIoU: 0.330
2023-07-24 13:44:23,357 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.863, mIoU: 0.325
2023-07-24 13:44:23,373 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.865, mIoU: 0.331
2023-07-24 13:44:23,384 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.869, mIoU: 0.332
2023-07-24 13:44:23,399 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.866, mIoU: 0.331
2023-07-24 13:44:23,414 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.871, mIoU: 0.331
2023-07-24 13:44:23,428 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.874, mIoU: 0.333
2023-07-24 13:44:23,444 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.877, mIoU: 0.334
2023-07-24 13:44:23,460 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.880, mIoU: 0.340
2023-07-24 13:44:23,475 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.879, mIoU: 0.337
2023-07-24 13:44:23,490 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.881, mIoU: 0.368
2023-07-24 13:44:23,505 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.883, mIoU: 0.370
2023-07-24 13:44:23,518 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.886, mIoU: 0.371
2023-07-24 13:44:23,531 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.888, mIoU: 0.412
2023-07-24 13:44:23,548 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.883, mIoU: 0.408
2023-07-24 13:44:23,560 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.408
2023-07-24 13:44:23,574 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.885, mIoU: 0.447
2023-07-24 13:44:23,589 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.888, mIoU: 0.446
2023-07-24 13:44:23,603 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.887, mIoU: 0.447
2023-07-24 13:44:23,616 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.886, mIoU: 0.447
2023-07-24 13:44:23,631 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.884, mIoU: 0.447
2023-07-24 13:44:23,647 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.884, mIoU: 0.444
2023-07-24 13:44:23,660 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.886, mIoU: 0.450
2023-07-24 13:44:23,672 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.886, mIoU: 0.451
2023-07-24 13:44:23,686 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.886, mIoU: 0.446
2023-07-24 13:44:23,702 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.885, mIoU: 0.444
2023-07-24 13:44:23,717 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.883, mIoU: 0.443
2023-07-24 13:44:23,732 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.885, mIoU: 0.443
2023-07-24 13:44:23,745 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.886, mIoU: 0.441
2023-07-24 13:44:23,760 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.886, mIoU: 0.438
2023-07-24 13:44:23,775 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.885, mIoU: 0.439
2023-07-24 13:44:23,788 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.884, mIoU: 0.435
2023-07-24 13:44:23,803 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.884, mIoU: 0.434
2023-07-24 13:44:23,820 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.886, mIoU: 0.433
2023-07-24 13:44:23,833 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.887, mIoU: 0.436
2023-07-24 13:44:23,848 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.881, mIoU: 0.477
2023-07-24 13:44:23,861 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.880, mIoU: 0.452
2023-07-24 13:44:23,876 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.881, mIoU: 0.450
2023-07-24 13:44:23,889 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.883, mIoU: 0.450
2023-07-24 13:44:23,906 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.884, mIoU: 0.455
2023-07-24 13:44:23,920 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.885, mIoU: 0.456
2023-07-24 13:44:23,935 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.886, mIoU: 0.455
2023-07-24 13:44:23,950 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.887, mIoU: 0.456
2023-07-24 13:44:23,964 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.887, mIoU: 0.490
2023-07-24 13:44:23,980 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.888, mIoU: 0.492
2023-07-24 13:44:23,996 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.882, mIoU: 0.487
2023-07-24 13:44:24,012 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.882, mIoU: 0.504
2023-07-24 13:44:24,025 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.883, mIoU: 0.504
2023-07-24 13:44:24,040 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.883, mIoU: 0.498
2023-07-24 13:44:24,055 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.883, mIoU: 0.497
2023-07-24 13:44:24,069 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.885, mIoU: 0.502
2023-07-24 13:44:24,084 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.886, mIoU: 0.501
2023-07-24 13:44:24,099 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.884, mIoU: 0.500
2023-07-24 13:44:24,108 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.883, mIoU: 0.498
2023-07-24 13:44:24,123 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.883, mIoU: 0.507
2023-07-24 13:44:24,139 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.885, mIoU: 0.510
2023-07-24 13:44:24,152 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-24 13:44:24,167 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:24,181 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.873, mIoU: 0.480
2023-07-24 13:44:24,196 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.870, mIoU: 0.467
2023-07-24 13:44:24,211 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.869, mIoU: 0.456
2023-07-24 13:44:24,225 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.868, mIoU: 0.455
2023-07-24 13:44:24,240 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.869, mIoU: 0.451
2023-07-24 13:44:24,254 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.870, mIoU: 0.453
2023-07-24 13:44:24,269 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.870, mIoU: 0.471
2023-07-24 13:44:24,282 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.871, mIoU: 0.471
2023-07-24 13:44:24,297 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.870, mIoU: 0.460
2023-07-24 13:44:24,313 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.871, mIoU: 0.462
2023-07-24 13:44:24,327 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.872, mIoU: 0.465
2023-07-24 13:44:24,342 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-24 13:44:24,357 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.871, mIoU: 0.482
2023-07-24 13:44:24,372 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.872, mIoU: 0.482
2023-07-24 13:44:24,385 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-24 13:44:24,398 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:24,414 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:24,427 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-24 13:44:24,442 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-24 13:44:24,456 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:24,470 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.878, mIoU: 0.484
2023-07-24 13:44:24,484 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:24,499 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-24 13:44:24,511 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.878, mIoU: 0.485
2023-07-24 13:44:24,526 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:24,540 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:24,553 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.879, mIoU: 0.488
2023-07-24 13:44:24,566 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.880, mIoU: 0.488
2023-07-24 13:44:24,578 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.879, mIoU: 0.486
2023-07-24 13:44:24,591 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.880, mIoU: 0.487
2023-07-24 13:44:24,605 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.880, mIoU: 0.485
2023-07-24 13:44:24,620 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.881, mIoU: 0.485
2023-07-24 13:44:24,634 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.882, mIoU: 0.488
2023-07-24 13:44:24,647 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.882, mIoU: 0.488
2023-07-24 13:44:24,660 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.881, mIoU: 0.480
2023-07-24 13:44:24,675 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.882, mIoU: 0.479
2023-07-24 13:44:24,688 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.882, mIoU: 0.477
2023-07-24 13:44:24,703 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.882, mIoU: 0.477
2023-07-24 13:44:24,719 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.883, mIoU: 0.477
2023-07-24 13:44:24,732 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.883, mIoU: 0.476
2023-07-24 13:44:24,745 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.884, mIoU: 0.474
2023-07-24 13:44:24,761 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.884, mIoU: 0.475
2023-07-24 13:44:24,777 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.885, mIoU: 0.474
2023-07-24 13:44:24,785 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.884, mIoU: 0.474
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2023-07-24 13:44:24,813 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.879, mIoU: 0.464
2023-07-24 13:44:24,821 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.879, mIoU: 0.464
2023-07-24 13:44:24,834 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.879, mIoU: 0.469
2023-07-24 13:44:24,850 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.880, mIoU: 0.469
2023-07-24 13:44:24,865 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.881, mIoU: 0.471
2023-07-24 13:44:24,878 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.882, mIoU: 0.472
2023-07-24 13:44:24,892 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.881, mIoU: 0.466
2023-07-24 13:44:24,904 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.880, mIoU: 0.464
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2023-07-24 13:44:24,931 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.878, mIoU: 0.462
2023-07-24 13:44:24,943 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.878, mIoU: 0.462
2023-07-24 13:44:24,957 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.879, mIoU: 0.463
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2023-07-24 13:44:24,989 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.880, mIoU: 0.465
2023-07-24 13:44:25,004 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.880, mIoU: 0.466
2023-07-24 13:44:25,018 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.880, mIoU: 0.460
2023-07-24 13:44:25,032 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.878, mIoU: 0.454
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2023-07-24 13:44:25,060 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.877, mIoU: 0.447
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2023-07-24 13:44:25,113 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.877, mIoU: 0.463
2023-07-24 13:44:25,128 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.875, mIoU: 0.464
2023-07-24 13:44:25,141 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.875, mIoU: 0.464
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2023-07-24 13:44:25,227 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.876, mIoU: 0.463
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2023-07-24 13:44:25,383 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.876, mIoU: 0.454
2023-07-24 13:44:25,398 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.875, mIoU: 0.450
2023-07-24 13:44:25,412 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.876, mIoU: 0.450
2023-07-24 13:44:25,426 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.876, mIoU: 0.450
2023-07-24 13:44:25,440 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.875, mIoU: 0.446
2023-07-24 13:44:25,454 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.876, mIoU: 0.447
2023-07-24 13:44:25,470 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.876, mIoU: 0.449
2023-07-24 13:44:25,484 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.874, mIoU: 0.444
2023-07-24 13:44:25,497 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.872, mIoU: 0.439
2023-07-24 13:44:25,510 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.873, mIoU: 0.438
2023-07-24 13:44:25,526 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.873, mIoU: 0.439
2023-07-24 13:44:25,539 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.873, mIoU: 0.438
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2023-07-24 13:44:25,568 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.873, mIoU: 0.438
2023-07-24 13:44:25,584 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.874, mIoU: 0.439
2023-07-24 13:44:25,598 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.874, mIoU: 0.441
2023-07-24 13:44:25,614 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.874, mIoU: 0.440
2023-07-24 13:44:25,630 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.875, mIoU: 0.441
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2023-07-24 13:44:25,672 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.876, mIoU: 0.441
2023-07-24 13:44:25,686 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.875, mIoU: 0.443
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2023-07-24 13:44:25,715 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.876, mIoU: 0.443
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2023-07-24 13:44:25,781 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.877, mIoU: 0.445
2023-07-24 13:44:25,794 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.877, mIoU: 0.445
2023-07-24 13:44:25,809 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.878, mIoU: 0.445
2023-07-24 13:44:25,825 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.875, mIoU: 0.444
2023-07-24 13:44:25,840 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.874, mIoU: 0.443
2023-07-24 13:44:25,854 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.874, mIoU: 0.445
2023-07-24 13:44:25,869 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.872, mIoU: 0.446
2023-07-24 13:44:25,883 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.872, mIoU: 0.446
2023-07-24 13:44:25,898 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.873, mIoU: 0.447
2023-07-24 13:44:25,913 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.870, mIoU: 0.443
2023-07-24 13:44:25,926 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.871, mIoU: 0.444
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2023-07-24 13:44:26,005 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.872, mIoU: 0.446
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2023-07-24 13:44:26,173 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.871, mIoU: 0.447
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2023-07-24 13:44:26,214 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.871, mIoU: 0.448
2023-07-24 13:44:26,228 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.871, mIoU: 0.448
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2023-07-24 13:44:26,325 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.873, mIoU: 0.452
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2023-07-24 13:44:26,420 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.870, mIoU: 0.450
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2023-07-24 13:44:26,449 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.871, mIoU: 0.455
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2023-07-24 13:44:26,479 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.869, mIoU: 0.455
2023-07-24 13:44:26,493 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.866, mIoU: 0.451
2023-07-24 13:44:26,506 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.867, mIoU: 0.452
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2023-07-24 13:44:26,536 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.865, mIoU: 0.455
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2023-07-24 13:44:26,734 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.865, mIoU: 0.458
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2023-07-24 13:44:26,818 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.865, mIoU: 0.462
2023-07-24 13:44:26,832 semantic_segmentation INFO: Sample: 271, Validation pixAcc: 0.866, mIoU: 0.463
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2023-07-24 13:44:27,061 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.865, mIoU: 0.453
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2023-07-24 13:44:27,273 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.862, mIoU: 0.447
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2023-07-24 13:44:27,720 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.866, mIoU: 0.455
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2023-07-24 13:44:28,228 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.866, mIoU: 0.453
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2023-07-24 13:44:29,642 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.871, mIoU: 0.462
2023-07-24 13:44:29,658 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.871, mIoU: 0.462
2023-07-24 13:44:29,673 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.871, mIoU: 0.462
2023-07-24 13:44:29,687 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.872, mIoU: 0.463
2023-07-24 13:44:29,702 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.872, mIoU: 0.463
2023-07-24 13:44:29,715 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.872, mIoU: 0.463
2023-07-24 13:44:29,729 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.872, mIoU: 0.465
2023-07-24 13:44:29,744 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.872, mIoU: 0.465
2023-07-24 13:44:29,757 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 13:44:29,772 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 13:44:29,783 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 13:44:29,798 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.873, mIoU: 0.466
2023-07-24 13:44:29,812 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 13:44:29,828 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.873, mIoU: 0.467
2023-07-24 13:44:29,843 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.873, mIoU: 0.467
2023-07-24 13:44:29,858 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.873, mIoU: 0.470
2023-07-24 13:44:29,868 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.873, mIoU: 0.470
2023-07-24 13:44:29,882 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.873, mIoU: 0.471
2023-07-24 13:44:29,897 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.874, mIoU: 0.472
2023-07-24 13:44:29,912 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.874, mIoU: 0.473
2023-07-24 13:44:29,925 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.874, mIoU: 0.473
2023-07-24 13:44:29,938 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-24 13:44:29,952 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:29,967 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:29,983 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-24 13:44:29,998 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:30,007 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:30,022 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,037 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,051 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,066 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-24 13:44:30,081 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-24 13:44:30,094 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.876, mIoU: 0.479
2023-07-24 13:44:30,109 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.876, mIoU: 0.479
2023-07-24 13:44:30,121 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.876, mIoU: 0.479
2023-07-24 13:44:30,136 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,151 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,166 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,181 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,195 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,207 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,221 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.875, mIoU: 0.474
2023-07-24 13:44:30,236 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.874, mIoU: 0.473
2023-07-24 13:44:30,250 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.875, mIoU: 0.473
2023-07-24 13:44:30,264 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.875, mIoU: 0.473
2023-07-24 13:44:30,280 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,296 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.875, mIoU: 0.475
2023-07-24 13:44:30,310 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-24 13:44:30,323 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-24 13:44:30,337 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:30,352 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:30,367 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:30,381 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-24 13:44:30,396 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-24 13:44:30,409 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.875, mIoU: 0.478
2023-07-24 13:44:30,424 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.875, mIoU: 0.477
2023-07-24 13:44:30,440 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-24 13:44:30,453 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:30,468 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:30,480 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:30,496 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:30,509 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-24 13:44:30,521 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.872, mIoU: 0.480
2023-07-24 13:44:30,534 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-24 13:44:30,549 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,564 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,578 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,593 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,602 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,616 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 13:44:30,632 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,647 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,662 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,676 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,689 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,702 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:30,717 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:30,731 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 13:44:30,746 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:30,758 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:30,771 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:30,786 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:30,800 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:30,814 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:30,827 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:30,842 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,858 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-24 13:44:30,874 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-24 13:44:30,887 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.872, mIoU: 0.479
2023-07-24 13:44:30,903 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-24 13:44:30,918 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-24 13:44:30,931 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.871, mIoU: 0.478
2023-07-24 13:44:30,946 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,962 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:30,977 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 13:44:30,992 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 13:44:31,006 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:31,021 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:31,036 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:31,052 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.873, mIoU: 0.479
2023-07-24 13:44:31,063 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 13:44:31,078 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:31,093 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:31,105 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.872, mIoU: 0.478
2023-07-24 13:44:31,119 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,132 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,146 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,160 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,175 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,187 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,199 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,212 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.871, mIoU: 0.473
2023-07-24 13:44:31,226 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,240 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,255 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,269 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,283 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,295 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,310 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,324 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,337 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,351 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,366 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:31,380 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,394 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,408 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:31,419 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:31,433 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:31,448 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:31,462 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:31,477 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:31,492 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-24 13:44:31,504 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.873, mIoU: 0.472
2023-07-24 13:44:31,518 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-24 13:44:31,533 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-24 13:44:31,548 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.873, mIoU: 0.472
2023-07-24 13:44:31,560 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.873, mIoU: 0.472
2023-07-24 13:44:31,575 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-24 13:44:31,589 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.873, mIoU: 0.472
2023-07-24 13:44:31,605 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.873, mIoU: 0.473
2023-07-24 13:44:31,619 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:31,635 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:31,650 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.874, mIoU: 0.476
2023-07-24 13:44:31,664 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:31,679 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.874, mIoU: 0.475
2023-07-24 13:44:31,693 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.874, mIoU: 0.476
2023-07-24 13:44:31,706 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.874, mIoU: 0.476
2023-07-24 13:44:31,720 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,735 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,749 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,762 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,777 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,790 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,804 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:31,819 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:31,834 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:31,848 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:31,863 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:31,878 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:31,892 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:31,907 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:31,921 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:31,936 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:31,954 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:31,970 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-24 13:44:31,985 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-24 13:44:31,995 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,008 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.873, mIoU: 0.483
2023-07-24 13:44:32,023 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,036 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:32,050 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:32,064 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:32,078 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,093 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:32,109 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:32,124 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,139 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,152 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,166 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,178 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,192 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,206 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,221 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,235 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,250 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.874, mIoU: 0.484
2023-07-24 13:44:32,265 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,278 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,293 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.874, mIoU: 0.483
2023-07-24 13:44:32,308 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,321 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,334 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,349 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,364 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,379 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 13:44:32,392 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:32,407 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:32,423 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,438 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,451 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,464 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-24 13:44:32,472 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-24 13:44:32,486 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,501 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-24 13:44:32,515 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-24 13:44:32,530 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,544 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,559 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,573 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,588 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,599 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,614 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,627 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,642 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:32,656 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:32,668 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:32,682 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:32,695 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:32,709 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,723 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:32,736 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:32,750 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:32,765 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,781 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,793 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,807 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,820 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.875, mIoU: 0.486
2023-07-24 13:44:32,838 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,854 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,869 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,883 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,897 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,911 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:32,925 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:32,937 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:32,952 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:32,966 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:32,983 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:32,997 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,011 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-24 13:44:33,026 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-24 13:44:33,037 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-24 13:44:33,050 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.876, mIoU: 0.489
2023-07-24 13:44:33,062 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:33,076 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:33,092 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:33,105 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:33,117 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:33,131 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,144 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,158 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,172 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,186 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,198 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,211 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,224 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,237 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,251 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,264 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,278 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,291 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,307 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,323 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,335 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,348 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:33,364 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,379 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:33,394 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:33,409 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,421 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,434 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,447 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,460 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,476 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,493 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,506 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,521 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,534 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,549 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.877, mIoU: 0.490
2023-07-24 13:44:33,564 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,577 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,590 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,605 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:33,620 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:33,633 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,648 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:33,663 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,676 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:33,689 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:33,704 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:33,719 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:33,735 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,747 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:33,761 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,774 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,789 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,802 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,814 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,829 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:33,844 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,857 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:33,872 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,888 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,904 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,919 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,933 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,945 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:33,960 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,974 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:33,987 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,000 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,016 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,029 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,042 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,057 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,072 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,088 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,105 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,117 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,130 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,144 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,159 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,173 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:34,188 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:34,200 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,212 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,223 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,238 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,253 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:34,266 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,280 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:34,291 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,303 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,318 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,333 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,346 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,362 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:34,375 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:34,390 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,403 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:34,418 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:34,432 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,447 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,462 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,476 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,491 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:34,506 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,521 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,535 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,550 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,564 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,578 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,592 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,606 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:34,620 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,633 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,645 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,658 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,673 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:34,686 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,702 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:34,716 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,728 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,743 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,759 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,775 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,788 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,804 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,818 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:34,832 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:34,846 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:34,862 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:34,877 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,890 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,902 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:34,918 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:34,933 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:34,947 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:34,959 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:34,974 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:34,988 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.875, mIoU: 0.485
2023-07-24 13:44:35,002 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:35,016 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:35,029 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:35,043 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:35,055 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:35,069 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:35,083 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:35,095 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.876, mIoU: 0.487
2023-07-24 13:44:35,112 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:35,124 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:35,139 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:35,153 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:35,167 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.876, mIoU: 0.488
2023-07-24 13:44:35,182 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,196 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,210 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,224 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,239 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,253 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,268 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,282 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,292 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,305 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,318 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,333 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,348 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,363 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:35,376 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,391 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,407 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,421 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,437 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,452 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 13:44:35,465 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:35,481 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:35,496 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-24 13:44:35,511 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-24 13:44:35,524 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-24 13:44:35,539 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.878, mIoU: 0.490
2023-07-24 13:44:35,554 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,570 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,583 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,597 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,612 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,625 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,639 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-24 13:44:35,655 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-24 13:44:35,668 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.878, mIoU: 0.492
2023-07-24 13:44:35,681 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:35,694 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:35,708 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:35,722 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:35,737 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:35,751 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:35,765 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,780 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,793 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,806 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,820 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,833 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,846 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,860 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,875 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,889 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,905 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,918 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:35,930 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:35,946 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:35,961 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:35,975 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:35,990 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:36,004 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:36,019 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,033 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,050 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,065 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,080 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:36,090 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,106 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,124 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,139 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,154 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,168 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,182 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,195 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,209 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,223 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,238 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,252 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.879, mIoU: 0.487
2023-07-24 13:44:36,266 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:36,281 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:36,296 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:36,308 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.879, mIoU: 0.486
2023-07-24 13:44:36,322 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.879, mIoU: 0.486
2023-07-24 13:44:36,336 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:36,350 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:36,363 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:36,378 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:36,393 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,408 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,415 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,428 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,441 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,453 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,464 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,479 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,493 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:36,508 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:36,520 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,533 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,548 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,558 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.878, mIoU: 0.489
2023-07-24 13:44:36,574 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:36,587 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.878, mIoU: 0.491
2023-07-24 13:44:36,602 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,617 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,632 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,647 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-24 13:44:36,659 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-24 13:44:36,672 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-24 13:44:36,687 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-24 13:44:36,702 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,717 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,732 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:36,745 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:36,755 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:36,766 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,779 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,790 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,804 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,817 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:36,832 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,847 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,862 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.879, mIoU: 0.492
2023-07-24 13:44:36,875 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.879, mIoU: 0.493
2023-07-24 13:44:36,890 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:36,904 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.880, mIoU: 0.494
2023-07-24 13:44:36,919 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:36,934 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:36,948 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:36,961 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:36,976 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:36,992 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:37,004 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:37,018 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:37,033 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:37,045 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:37,061 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.880, mIoU: 0.493
2023-07-24 13:44:37,074 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.879, mIoU: 0.491
2023-07-24 13:44:37,089 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,104 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,122 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,138 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,151 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,167 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,182 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:37,197 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:37,212 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:37,224 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.880, mIoU: 0.492
2023-07-24 13:44:37,237 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-24 13:44:37,252 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.881, mIoU: 0.492
2023-07-24 13:44:37,267 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,282 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,297 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.880, mIoU: 0.490
2023-07-24 13:44:37,312 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.880, mIoU: 0.491
2023-07-24 13:44:37,328 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.880, mIoU: 0.490
2023-07-24 13:44:37,342 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,357 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,370 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,385 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:37,396 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,409 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,424 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,436 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.879, mIoU: 0.490
2023-07-24 13:44:37,451 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:37,465 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.879, mIoU: 0.489
2023-07-24 13:44:37,480 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:37,496 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:37,511 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:37,525 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,540 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,552 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,567 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,580 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,595 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,610 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,623 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,638 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,651 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,667 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,682 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,698 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,712 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,728 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,741 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,754 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,769 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,782 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,795 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,810 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,825 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,840 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:37,853 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.878, mIoU: 0.488
2023-07-24 13:44:37,865 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,880 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,896 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,911 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,924 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,936 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,951 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,965 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:37,980 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.878, mIoU: 0.486
2023-07-24 13:44:37,995 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:38,010 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:38,025 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:38,039 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:38,054 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.878, mIoU: 0.487
2023-07-24 13:44:38,069 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.877, mIoU: 0.488
2023-07-24 13:44:38,084 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,098 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,112 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,125 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,141 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,156 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,172 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,185 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,200 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,214 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,230 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,243 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,257 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,272 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,286 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,301 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,315 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,330 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,343 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,357 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,373 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,385 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,400 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,413 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.877, mIoU: 0.487
2023-07-24 13:44:38,423 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 13:44:38,438 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,453 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,466 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,482 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,497 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,510 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,523 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,538 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,553 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,568 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,585 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,600 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,616 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,630 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,643 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,659 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,673 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,688 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,700 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,713 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,728 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,742 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,757 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,771 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,784 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,799 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,812 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,825 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.876, mIoU: 0.485
2023-07-24 13:44:38,841 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:38,856 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:38,871 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:38,886 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.877, mIoU: 0.486
2023-07-24 13:44:38,900 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:38,915 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.877, mIoU: 0.485
2023-07-24 13:44:38,930 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,945 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,960 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,973 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:38,989 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,002 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,015 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,027 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,041 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,056 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,070 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,084 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,094 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,107 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,122 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,137 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,149 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-24 13:44:39,164 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-24 13:44:39,180 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,195 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,208 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,221 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,236 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,249 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,263 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,276 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,289 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,304 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.877, mIoU: 0.483
2023-07-24 13:44:39,318 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,333 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,348 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.877, mIoU: 0.484
2023-07-24 13:44:39,361 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,375 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,390 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,402 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.876, mIoU: 0.482
2023-07-24 13:44:39,417 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.876, mIoU: 0.482
2023-07-24 13:44:39,432 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,448 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,463 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,476 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,489 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,504 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.875, mIoU: 0.484
2023-07-24 13:44:39,519 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 13:44:39,533 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-24 13:44:39,546 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,562 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,579 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-24 13:44:39,593 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-24 13:44:39,603 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.875, mIoU: 0.483
2023-07-24 13:44:39,618 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,633 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,647 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 13:44:39,662 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,675 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,689 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,702 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,715 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,729 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,743 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,757 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,772 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,786 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,800 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:39,813 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.874, mIoU: 0.482
2023-07-24 13:44:39,827 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,840 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,853 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.875, mIoU: 0.482
2023-07-24 13:44:39,868 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.874, mIoU: 0.481
2023-07-24 13:44:39,883 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,896 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,911 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,921 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:39,936 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,951 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,965 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,977 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:39,992 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,008 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,022 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,034 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,048 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,063 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,073 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,088 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,103 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,117 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,130 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.874, mIoU: 0.480
2023-07-24 13:44:40,142 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,157 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,172 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,188 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,200 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,216 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,228 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,241 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,256 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,271 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:40,286 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.874, mIoU: 0.479
2023-07-24 13:44:40,301 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,317 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,331 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,346 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:40,360 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:40,375 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,389 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,402 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,415 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,431 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,446 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,461 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,474 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,487 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,501 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,516 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,529 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,542 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,556 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,571 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,586 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,600 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,615 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,631 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,643 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,658 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,673 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,686 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,700 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,715 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,729 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,744 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,758 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,772 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,786 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,800 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:40,815 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,829 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,844 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,857 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:40,873 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,887 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,901 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,913 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,928 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,944 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,957 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,972 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:40,987 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,001 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,016 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,031 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,045 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,060 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,073 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,086 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,099 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,112 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,124 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,139 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.874, mIoU: 0.477
2023-07-24 13:44:41,154 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,167 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,181 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:41,197 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:41,208 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.874, mIoU: 0.478
2023-07-24 13:44:41,221 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,236 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.873, mIoU: 0.478
2023-07-24 13:44:41,251 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,265 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,279 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,292 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,306 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,320 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.872, mIoU: 0.476
2023-07-24 13:44:41,333 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,347 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:41,362 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.872, mIoU: 0.475
2023-07-24 13:44:41,377 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,390 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,405 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,419 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:41,433 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,448 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,460 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,475 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,490 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,505 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,520 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,533 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,548 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,563 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,578 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,593 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,608 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,623 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,638 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,649 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,664 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,676 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,689 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,705 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,719 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,733 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,745 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,757 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,770 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,784 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:41,797 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,811 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,825 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,837 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,851 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,866 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,878 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,892 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,906 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,919 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,933 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,944 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,959 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,973 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:41,988 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,002 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,014 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,026 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,040 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,054 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,068 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,080 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,093 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,107 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,122 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:42,136 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,149 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,164 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,181 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,197 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,213 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,228 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,235 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,251 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,263 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,276 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,290 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,305 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 13:44:42,320 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:42,335 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:42,351 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:42,366 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:42,382 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:42,395 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,410 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,427 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,442 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,457 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,472 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,489 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,502 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,515 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,529 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,543 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,555 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,568 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,582 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,596 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,609 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,623 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,637 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,651 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,666 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,678 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,692 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,705 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,721 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,736 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,751 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,766 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,780 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,795 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,810 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,826 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,841 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,857 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,872 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,887 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,900 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,915 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,927 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,941 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,956 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.872, mIoU: 0.473
2023-07-24 13:44:42,970 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.872, mIoU: 0.474
2023-07-24 13:44:42,984 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:42,998 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,012 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,021 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,035 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,047 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,061 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,075 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,089 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,103 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,114 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,123 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,139 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,154 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,169 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,181 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,196 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.873, mIoU: 0.474
2023-07-24 13:44:43,211 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,225 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,240 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,254 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,268 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,282 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,294 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,309 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,324 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,338 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,351 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,365 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,379 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,394 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,409 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,421 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,435 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,450 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.873, mIoU: 0.475
2023-07-24 13:44:43,466 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 13:44:59,824 semantic_segmentation INFO: Iters: 6410/150000 || Lr: 0.019229 || Task Loss: 1.0998 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:44 || Estimated Time: 2 days, 18:43:42
2023-07-24 13:45:16,206 semantic_segmentation INFO: Iters: 6420/150000 || Lr: 0.019228 || Task Loss: 0.9770 || KD Loss: 0.4055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:00 || Estimated Time: 2 days, 18:43:18
2023-07-24 13:45:32,597 semantic_segmentation INFO: Iters: 6430/150000 || Lr: 0.019227 || Task Loss: 1.0624 || KD Loss: 0.3301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:17 || Estimated Time: 2 days, 18:42:54
2023-07-24 13:45:49,190 semantic_segmentation INFO: Iters: 6440/150000 || Lr: 0.019226 || Task Loss: 0.9384 || KD Loss: 0.3897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:42:33
2023-07-24 13:46:05,792 semantic_segmentation INFO: Iters: 6450/150000 || Lr: 0.019224 || Task Loss: 1.1940 || KD Loss: 0.4679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:42:14
2023-07-24 13:46:22,310 semantic_segmentation INFO: Iters: 6460/150000 || Lr: 0.019223 || Task Loss: 0.9729 || KD Loss: 0.3810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:06 || Estimated Time: 2 days, 18:41:53
2023-07-24 13:46:38,765 semantic_segmentation INFO: Iters: 6470/150000 || Lr: 0.019222 || Task Loss: 0.7920 || KD Loss: 0.2335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2828|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:23 || Estimated Time: 2 days, 18:41:31
2023-07-24 13:46:55,362 semantic_segmentation INFO: Iters: 6480/150000 || Lr: 0.019221 || Task Loss: 0.8524 || KD Loss: 0.3721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:39 || Estimated Time: 2 days, 18:41:11
2023-07-24 13:47:11,941 semantic_segmentation INFO: Iters: 6490/150000 || Lr: 0.019220 || Task Loss: 0.9608 || KD Loss: 0.4365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:56 || Estimated Time: 2 days, 18:40:50
2023-07-24 13:47:28,407 semantic_segmentation INFO: Iters: 6500/150000 || Lr: 0.019218 || Task Loss: 1.1206 || KD Loss: 0.4973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:12 || Estimated Time: 2 days, 18:40:28
2023-07-24 13:47:44,857 semantic_segmentation INFO: Iters: 6510/150000 || Lr: 0.019217 || Task Loss: 1.2348 || KD Loss: 0.5424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2755|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:29 || Estimated Time: 2 days, 18:40:05
2023-07-24 13:48:01,356 semantic_segmentation INFO: Iters: 6520/150000 || Lr: 0.019216 || Task Loss: 1.0114 || KD Loss: 0.4153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:45 || Estimated Time: 2 days, 18:39:43
2023-07-24 13:48:17,876 semantic_segmentation INFO: Iters: 6530/150000 || Lr: 0.019215 || Task Loss: 0.5230 || KD Loss: 0.1666|| 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: 3:02:02 || Estimated Time: 2 days, 18:39:22
2023-07-24 13:48:34,424 semantic_segmentation INFO: Iters: 6540/150000 || Lr: 0.019214 || Task Loss: 0.9075 || KD Loss: 0.4216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:18 || Estimated Time: 2 days, 18:39:02
2023-07-24 13:48:50,954 semantic_segmentation INFO: Iters: 6550/150000 || Lr: 0.019212 || Task Loss: 1.0855 || KD Loss: 0.4663|| 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: 3:02:35 || Estimated Time: 2 days, 18:38:40
2023-07-24 13:49:07,448 semantic_segmentation INFO: Iters: 6560/150000 || Lr: 0.019211 || Task Loss: 0.7832 || KD Loss: 0.2710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:51 || Estimated Time: 2 days, 18:38:19
2023-07-24 13:49:23,981 semantic_segmentation INFO: Iters: 6570/150000 || Lr: 0.019210 || Task Loss: 0.6055 || KD Loss: 0.2048|| 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: 3:03:08 || Estimated Time: 2 days, 18:37:58
2023-07-24 13:49:40,441 semantic_segmentation INFO: Iters: 6580/150000 || Lr: 0.019209 || Task Loss: 0.8941 || KD Loss: 0.3582|| 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: 3:03:24 || Estimated Time: 2 days, 18:37:36
2023-07-24 13:49:57,010 semantic_segmentation INFO: Iters: 6590/150000 || Lr: 0.019208 || Task Loss: 0.7615 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:41 || Estimated Time: 2 days, 18:37:15
2023-07-24 13:50:13,432 semantic_segmentation INFO: Iters: 6600/150000 || Lr: 0.019206 || Task Loss: 1.2527 || KD Loss: 0.4367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2942|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:57 || Estimated Time: 2 days, 18:36:52
2023-07-24 13:50:29,996 semantic_segmentation INFO: Iters: 6610/150000 || Lr: 0.019205 || Task Loss: 0.6990 || KD Loss: 0.2939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3001|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:14 || Estimated Time: 2 days, 18:36:32
2023-07-24 13:50:46,422 semantic_segmentation INFO: Iters: 6620/150000 || Lr: 0.019204 || Task Loss: 0.8158 || KD Loss: 0.2782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:30 || Estimated Time: 2 days, 18:36:08
2023-07-24 13:51:02,933 semantic_segmentation INFO: Iters: 6630/150000 || Lr: 0.019203 || Task Loss: 1.2029 || KD Loss: 0.5411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:47 || Estimated Time: 2 days, 18:35:48
2023-07-24 13:51:19,519 semantic_segmentation INFO: Iters: 6640/150000 || Lr: 0.019202 || Task Loss: 0.7388 || KD Loss: 0.2854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:35:28
2023-07-24 13:51:35,906 semantic_segmentation INFO: Iters: 6650/150000 || Lr: 0.019200 || Task Loss: 0.8920 || KD Loss: 0.3665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:20 || Estimated Time: 2 days, 18:35:04
2023-07-24 13:51:52,566 semantic_segmentation INFO: Iters: 6660/150000 || Lr: 0.019199 || Task Loss: 0.5576 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:37 || Estimated Time: 2 days, 18:34:46
2023-07-24 13:52:09,408 semantic_segmentation INFO: Iters: 6670/150000 || Lr: 0.019198 || Task Loss: 0.8496 || KD Loss: 0.3631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:53 || Estimated Time: 2 days, 18:34:32
2023-07-24 13:52:26,199 semantic_segmentation INFO: Iters: 6680/150000 || Lr: 0.019197 || Task Loss: 1.1597 || KD Loss: 0.5425|| 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: 3:06:10 || Estimated Time: 2 days, 18:34:16
2023-07-24 13:52:42,677 semantic_segmentation INFO: Iters: 6690/150000 || Lr: 0.019196 || Task Loss: 0.8719 || KD Loss: 0.3591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:27 || Estimated Time: 2 days, 18:33:55
2023-07-24 13:52:59,123 semantic_segmentation INFO: Iters: 6700/150000 || Lr: 0.019194 || Task Loss: 0.7627 || KD Loss: 0.2724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:43 || Estimated Time: 2 days, 18:33:32
2023-07-24 13:53:15,670 semantic_segmentation INFO: Iters: 6710/150000 || Lr: 0.019193 || Task Loss: 0.9819 || KD Loss: 0.4171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:00 || Estimated Time: 2 days, 18:33:12
2023-07-24 13:53:32,213 semantic_segmentation INFO: Iters: 6720/150000 || Lr: 0.019192 || Task Loss: 0.7765 || KD Loss: 0.2793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2739|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:16 || Estimated Time: 2 days, 18:32:51
2023-07-24 13:53:48,639 semantic_segmentation INFO: Iters: 6730/150000 || Lr: 0.019191 || Task Loss: 1.0059 || KD Loss: 0.3984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:33 || Estimated Time: 2 days, 18:32:28
2023-07-24 13:54:06,352 semantic_segmentation INFO: Iters: 6740/150000 || Lr: 0.019189 || Task Loss: 1.1069 || KD Loss: 0.5171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:50 || Estimated Time: 2 days, 18:32:32
2023-07-24 13:54:23,113 semantic_segmentation INFO: Iters: 6750/150000 || Lr: 0.019188 || Task Loss: 0.7716 || KD Loss: 0.3219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:07 || Estimated Time: 2 days, 18:32:16
2023-07-24 13:54:39,630 semantic_segmentation INFO: Iters: 6760/150000 || Lr: 0.019187 || Task Loss: 0.7763 || KD Loss: 0.2920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:24 || Estimated Time: 2 days, 18:31:55
2023-07-24 13:54:56,010 semantic_segmentation INFO: Iters: 6770/150000 || Lr: 0.019186 || Task Loss: 0.6698 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:40 || Estimated Time: 2 days, 18:31:32
2023-07-24 13:55:12,585 semantic_segmentation INFO: Iters: 6780/150000 || Lr: 0.019185 || Task Loss: 0.7192 || KD Loss: 0.3233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:57 || Estimated Time: 2 days, 18:31:11
2023-07-24 13:55:28,995 semantic_segmentation INFO: Iters: 6790/150000 || Lr: 0.019183 || Task Loss: 0.8348 || KD Loss: 0.3385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:13 || Estimated Time: 2 days, 18:30:49
2023-07-24 13:55:45,550 semantic_segmentation INFO: Iters: 6800/150000 || Lr: 0.019182 || Task Loss: 0.7204 || KD Loss: 0.2946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:30 || Estimated Time: 2 days, 18:30:28
2023-07-24 13:56:02,005 semantic_segmentation INFO: Iters: 6810/150000 || Lr: 0.019181 || Task Loss: 0.9027 || KD Loss: 0.2559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:46 || Estimated Time: 2 days, 18:30:06
2023-07-24 13:56:18,533 semantic_segmentation INFO: Iters: 6820/150000 || Lr: 0.019180 || Task Loss: 1.2467 || KD Loss: 0.4892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:03 || Estimated Time: 2 days, 18:29:45
2023-07-24 13:56:35,058 semantic_segmentation INFO: Iters: 6830/150000 || Lr: 0.019179 || Task Loss: 0.7040 || KD Loss: 0.2479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:29:24
2023-07-24 13:56:51,531 semantic_segmentation INFO: Iters: 6840/150000 || Lr: 0.019177 || Task Loss: 0.7036 || KD Loss: 0.2097|| 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: 3:10:36 || Estimated Time: 2 days, 18:29:03
2023-07-24 13:57:08,100 semantic_segmentation INFO: Iters: 6850/150000 || Lr: 0.019176 || Task Loss: 0.5890 || KD Loss: 0.2034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:10:52 || Estimated Time: 2 days, 18:28:43
2023-07-24 13:57:24,617 semantic_segmentation INFO: Iters: 6860/150000 || Lr: 0.019175 || Task Loss: 0.6121 || KD Loss: 0.2461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:09 || Estimated Time: 2 days, 18:28:22
2023-07-24 13:57:41,094 semantic_segmentation INFO: Iters: 6870/150000 || Lr: 0.019174 || Task Loss: 0.6222 || KD Loss: 0.2076|| 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: 3:11:25 || Estimated Time: 2 days, 18:28:00
2023-07-24 13:57:57,639 semantic_segmentation INFO: Iters: 6880/150000 || Lr: 0.019173 || Task Loss: 0.6258 || KD Loss: 0.2227|| 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: 3:11:42 || Estimated Time: 2 days, 18:27:39
2023-07-24 13:58:14,047 semantic_segmentation INFO: Iters: 6890/150000 || Lr: 0.019171 || Task Loss: 0.9388 || KD Loss: 0.3614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:58 || Estimated Time: 2 days, 18:27:17
2023-07-24 13:58:30,568 semantic_segmentation INFO: Iters: 6900/150000 || Lr: 0.019170 || Task Loss: 0.5199 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:15 || Estimated Time: 2 days, 18:26:55
2023-07-24 13:58:47,034 semantic_segmentation INFO: Iters: 6910/150000 || Lr: 0.019169 || Task Loss: 0.8975 || KD Loss: 0.4353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:31 || Estimated Time: 2 days, 18:26:34
2023-07-24 13:59:03,431 semantic_segmentation INFO: Iters: 6920/150000 || Lr: 0.019168 || Task Loss: 1.0781 || KD Loss: 0.5618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:47 || Estimated Time: 2 days, 18:26:11
2023-07-24 13:59:20,090 semantic_segmentation INFO: Iters: 6930/150000 || Lr: 0.019167 || Task Loss: 0.9380 || KD Loss: 0.3552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:04 || Estimated Time: 2 days, 18:25:52
2023-07-24 13:59:36,635 semantic_segmentation INFO: Iters: 6940/150000 || Lr: 0.019165 || Task Loss: 0.7558 || KD Loss: 0.2880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:21 || Estimated Time: 2 days, 18:25:32
2023-07-24 13:59:53,187 semantic_segmentation INFO: Iters: 6950/150000 || Lr: 0.019164 || Task Loss: 1.2968 || KD Loss: 0.5575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:37 || Estimated Time: 2 days, 18:25:12
2023-07-24 14:00:09,616 semantic_segmentation INFO: Iters: 6960/150000 || Lr: 0.019163 || Task Loss: 0.9252 || KD Loss: 0.4117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:54 || Estimated Time: 2 days, 18:24:50
2023-07-24 14:00:26,156 semantic_segmentation INFO: Iters: 6970/150000 || Lr: 0.019162 || Task Loss: 0.4948 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:10 || Estimated Time: 2 days, 18:24:29
2023-07-24 14:00:42,529 semantic_segmentation INFO: Iters: 6980/150000 || Lr: 0.019161 || Task Loss: 0.7310 || KD Loss: 0.2955|| 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: 3:14:27 || Estimated Time: 2 days, 18:24:06
2023-07-24 14:00:58,927 semantic_segmentation INFO: Iters: 6990/150000 || Lr: 0.019159 || Task Loss: 0.9057 || KD Loss: 0.3633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2807|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:43 || Estimated Time: 2 days, 18:23:43
2023-07-24 14:01:15,471 semantic_segmentation INFO: Iters: 7000/150000 || Lr: 0.019158 || Task Loss: 0.6568 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:59 || Estimated Time: 2 days, 18:23:22
2023-07-24 14:01:31,882 semantic_segmentation INFO: Iters: 7010/150000 || Lr: 0.019157 || Task Loss: 0.7964 || KD Loss: 0.3089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:16 || Estimated Time: 2 days, 18:23:00
2023-07-24 14:01:48,360 semantic_segmentation INFO: Iters: 7020/150000 || Lr: 0.019156 || Task Loss: 1.1245 || KD Loss: 0.4828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:32 || Estimated Time: 2 days, 18:22:38
2023-07-24 14:02:04,868 semantic_segmentation INFO: Iters: 7030/150000 || Lr: 0.019155 || Task Loss: 0.7030 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:49 || Estimated Time: 2 days, 18:22:17
2023-07-24 14:02:21,466 semantic_segmentation INFO: Iters: 7040/150000 || Lr: 0.019153 || Task Loss: 0.6189 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:05 || Estimated Time: 2 days, 18:21:58
2023-07-24 14:02:38,057 semantic_segmentation INFO: Iters: 7050/150000 || Lr: 0.019152 || Task Loss: 0.5954 || KD Loss: 0.2620|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:22 || Estimated Time: 2 days, 18:21:39
2023-07-24 14:02:54,438 semantic_segmentation INFO: Iters: 7060/150000 || Lr: 0.019151 || Task Loss: 0.7698 || KD Loss: 0.2698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:38 || Estimated Time: 2 days, 18:21:15
2023-07-24 14:03:10,886 semantic_segmentation INFO: Iters: 7070/150000 || Lr: 0.019150 || Task Loss: 0.8022 || KD Loss: 0.3696|| 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: 3:16:55 || Estimated Time: 2 days, 18:20:53
2023-07-24 14:03:27,423 semantic_segmentation INFO: Iters: 7080/150000 || Lr: 0.019148 || Task Loss: 0.9613 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:11 || Estimated Time: 2 days, 18:20:33
2023-07-24 14:03:43,868 semantic_segmentation INFO: Iters: 7090/150000 || Lr: 0.019147 || Task Loss: 1.1669 || KD Loss: 0.5627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:28 || Estimated Time: 2 days, 18:20:11
2023-07-24 14:04:00,363 semantic_segmentation INFO: Iters: 7100/150000 || Lr: 0.019146 || Task Loss: 0.8293 || KD Loss: 0.2758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:44 || Estimated Time: 2 days, 18:19:50
2023-07-24 14:04:16,831 semantic_segmentation INFO: Iters: 7110/150000 || Lr: 0.019145 || Task Loss: 0.9339 || KD Loss: 0.3801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:01 || Estimated Time: 2 days, 18:19:28
2023-07-24 14:04:33,299 semantic_segmentation INFO: Iters: 7120/150000 || Lr: 0.019144 || Task Loss: 0.6165 || KD Loss: 0.1928|| 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: 3:18:17 || Estimated Time: 2 days, 18:19:07
2023-07-24 14:04:49,737 semantic_segmentation INFO: Iters: 7130/150000 || Lr: 0.019142 || Task Loss: 0.6865 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2886|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:34 || Estimated Time: 2 days, 18:18:44
2023-07-24 14:05:06,322 semantic_segmentation INFO: Iters: 7140/150000 || Lr: 0.019141 || Task Loss: 0.5913 || KD Loss: 0.1697|| 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: 3:18:50 || Estimated Time: 2 days, 18:18:25
2023-07-24 14:05:22,723 semantic_segmentation INFO: Iters: 7150/150000 || Lr: 0.019140 || Task Loss: 1.0224 || KD Loss: 0.3293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:07 || Estimated Time: 2 days, 18:18:02
2023-07-24 14:05:39,229 semantic_segmentation INFO: Iters: 7160/150000 || Lr: 0.019139 || Task Loss: 0.6298 || KD Loss: 0.2634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:23 || Estimated Time: 2 days, 18:17:42
2023-07-24 14:05:55,734 semantic_segmentation INFO: Iters: 7170/150000 || Lr: 0.019138 || Task Loss: 0.7789 || KD Loss: 0.2959|| 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: 3:19:40 || Estimated Time: 2 days, 18:17:21
2023-07-24 14:06:12,275 semantic_segmentation INFO: Iters: 7180/150000 || Lr: 0.019136 || Task Loss: 0.6324 || KD Loss: 0.2577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:56 || Estimated Time: 2 days, 18:17:01
2023-07-24 14:06:28,655 semantic_segmentation INFO: Iters: 7190/150000 || Lr: 0.019135 || Task Loss: 0.6871 || KD Loss: 0.2768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:13 || Estimated Time: 2 days, 18:16:37
2023-07-24 14:06:45,203 semantic_segmentation INFO: Iters: 7200/150000 || Lr: 0.019134 || Task Loss: 0.8400 || KD Loss: 0.2681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:29 || Estimated Time: 2 days, 18:16:18
2023-07-24 14:06:45,318 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 14:06:45,764 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.952, mIoU: 0.076
2023-07-24 14:06:45,782 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.122
2023-07-24 14:06:45,795 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.152
2023-07-24 14:06:45,809 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.152
2023-07-24 14:06:45,822 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.931, mIoU: 0.214
2023-07-24 14:06:45,834 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.905, mIoU: 0.244
2023-07-24 14:06:45,847 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.914, mIoU: 0.280
2023-07-24 14:06:45,861 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.921, mIoU: 0.289
2023-07-24 14:06:45,873 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.328
2023-07-24 14:06:45,888 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.924, mIoU: 0.338
2023-07-24 14:06:45,901 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.920, mIoU: 0.363
2023-07-24 14:06:45,915 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.379
2023-07-24 14:06:45,927 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.888, mIoU: 0.364
2023-07-24 14:06:45,941 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.888, mIoU: 0.343
2023-07-24 14:06:45,956 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.881, mIoU: 0.333
2023-07-24 14:06:45,968 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.884, mIoU: 0.330
2023-07-24 14:06:45,979 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.877, mIoU: 0.318
2023-07-24 14:06:45,991 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.881, mIoU: 0.318
2023-07-24 14:06:46,005 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.875, mIoU: 0.309
2023-07-24 14:06:46,020 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.877, mIoU: 0.352
2023-07-24 14:06:46,034 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.883, mIoU: 0.359
2023-07-24 14:06:46,049 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.884, mIoU: 0.369
2023-07-24 14:06:46,063 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.872, mIoU: 0.383
2023-07-24 14:06:46,078 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.876, mIoU: 0.381
2023-07-24 14:06:46,094 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.874, mIoU: 0.376
2023-07-24 14:06:46,107 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.874, mIoU: 0.376
2023-07-24 14:06:46,121 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.387
2023-07-24 14:06:46,132 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.880, mIoU: 0.388
2023-07-24 14:06:46,147 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.379
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2023-07-24 14:06:46,174 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.884, mIoU: 0.382
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2023-07-24 14:06:46,203 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.891, mIoU: 0.386
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2023-07-24 14:06:46,232 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.893, mIoU: 0.419
2023-07-24 14:06:46,246 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.895, mIoU: 0.419
2023-07-24 14:06:46,258 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.897, mIoU: 0.423
2023-07-24 14:06:46,271 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-24 14:06:46,287 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.902, mIoU: 0.465
2023-07-24 14:06:46,299 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.902, mIoU: 0.464
2023-07-24 14:06:46,311 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.491
2023-07-24 14:06:46,326 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.905, mIoU: 0.491
2023-07-24 14:06:46,339 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.903, mIoU: 0.492
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2023-07-24 14:06:46,535 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.899, mIoU: 0.477
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2023-07-24 14:06:46,581 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.896, mIoU: 0.509
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2023-07-24 14:06:54,723 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:06:54,737 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:06:54,752 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:54,762 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 14:06:54,775 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 14:06:54,789 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,801 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:54,815 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:54,829 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:54,843 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:54,857 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:54,872 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,887 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,901 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,914 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,928 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,941 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:06:54,955 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:54,970 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:54,986 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,001 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:06:55,016 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,031 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,045 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,059 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,074 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,088 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,102 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,117 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,133 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,148 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,160 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:06:55,175 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,190 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,205 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,218 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,230 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,238 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,253 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,268 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,282 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,297 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,312 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,326 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,342 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,356 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,369 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,384 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,398 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,413 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,428 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,440 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,454 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,466 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-24 14:06:55,480 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-24 14:06:55,494 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,507 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:06:55,520 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,535 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,550 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,562 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,575 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,588 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,600 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,615 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,630 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,644 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,659 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,673 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,688 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,700 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:55,715 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:55,729 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:55,745 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:55,761 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:55,775 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,791 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:55,803 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,816 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,829 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,845 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,862 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,875 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,888 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:55,902 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,916 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,931 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,946 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,960 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:55,973 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:55,988 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,001 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,015 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,029 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,043 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,059 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,072 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,087 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,103 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 14:06:56,116 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 14:06:56,129 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 14:06:56,144 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,159 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-24 14:06:56,174 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,189 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:06:56,201 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,213 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:06:56,227 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 14:06:56,240 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 14:06:56,255 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,272 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,284 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,300 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,312 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,327 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,342 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,355 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,368 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,382 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,397 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,410 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,425 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,439 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,453 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,465 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,480 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,495 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,511 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,523 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,537 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,550 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,565 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,578 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,591 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:56,607 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,622 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,635 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,651 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:56,667 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:56,683 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,699 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,712 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,724 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,739 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,753 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,767 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,780 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:56,795 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,808 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,821 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,835 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,853 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,869 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,884 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:56,897 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:56,910 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:56,924 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:56,938 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:56,953 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:56,968 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:56,980 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:56,993 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,005 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,020 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,035 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:57,049 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:57,063 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:57,074 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,087 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,102 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,117 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,130 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.549
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2023-07-24 14:06:57,158 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,173 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,186 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,202 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,215 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,231 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,246 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,259 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,276 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,291 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,307 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,322 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,337 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,353 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,368 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,382 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,396 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 14:06:57,410 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,422 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,435 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,447 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,462 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,475 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,490 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,505 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,516 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,529 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,544 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,559 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,572 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,586 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,601 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,614 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,628 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,644 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,658 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,672 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,683 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,700 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:06:57,715 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:57,730 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:57,743 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:06:57,757 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:06:57,772 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 14:06:57,787 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,802 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,815 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,830 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,843 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,859 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,874 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,887 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,904 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,917 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:06:57,931 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,946 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,961 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:57,976 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:57,991 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:06:58,006 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,020 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,036 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,050 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,065 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,080 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,089 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,104 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,117 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,132 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,147 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,162 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,175 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,189 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,204 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,218 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,234 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,250 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,263 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,279 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,294 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,309 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,322 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,337 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,352 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,367 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:58,380 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,395 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,410 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,423 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,437 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,452 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,465 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,480 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,493 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,508 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,523 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:06:58,538 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,553 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,568 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,583 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,597 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 14:06:58,611 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 14:06:58,626 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,639 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,652 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,666 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,681 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,696 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:58,712 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,724 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,737 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,753 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,768 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,781 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,795 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,809 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,824 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,838 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,854 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,870 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,886 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:58,896 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,912 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,927 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,941 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,955 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,970 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,985 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:58,998 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,013 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:06:59,028 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:06:59,043 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,058 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,073 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,089 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,105 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,119 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,133 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,148 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,162 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,175 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.891, mIoU: 0.546
2023-07-24 14:06:59,190 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,205 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,219 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,227 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,240 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,253 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.891, mIoU: 0.547
2023-07-24 14:06:59,265 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:59,277 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:59,292 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,307 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,322 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,334 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,347 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,362 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,373 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,388 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,401 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.891, mIoU: 0.548
2023-07-24 14:06:59,416 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,431 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,446 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,460 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,472 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,485 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,499 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,514 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,529 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,543 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,556 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,566 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,577 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,590 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,602 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,617 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,629 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,644 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 14:06:59,660 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,675 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,689 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,705 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:06:59,720 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:06:59,735 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,751 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,765 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,780 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:06:59,795 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:06:59,810 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:06:59,823 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:06:59,836 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:06:59,851 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,863 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,880 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,893 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,907 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,923 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,940 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,955 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,968 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,983 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:06:59,997 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:07:00,011 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,026 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,038 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,052 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,067 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,082 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.893, mIoU: 0.553
2023-07-24 14:07:00,099 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 14:07:00,115 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,130 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,146 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-24 14:07:00,161 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,177 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,190 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,206 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,217 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,231 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:07:00,246 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:07:00,259 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.892, mIoU: 0.549
2023-07-24 14:07:00,274 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,288 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 14:07:00,303 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:07:00,319 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.892, mIoU: 0.550
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2023-07-24 14:07:00,363 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.550
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2023-07-24 14:07:00,390 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.550
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2023-07-24 14:07:00,498 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:07:00,514 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:07:00,528 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.550
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2023-07-24 14:07:00,583 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:07:00,596 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:07:00,609 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 14:07:00,625 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.892, mIoU: 0.552
2023-07-24 14:07:00,639 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.892, mIoU: 0.551
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2023-07-24 14:07:01,086 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 14:07:01,101 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.891, mIoU: 0.553
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2023-07-24 14:07:01,149 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 14:07:01,163 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 14:07:01,178 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.891, mIoU: 0.552
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2023-07-24 14:07:01,259 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.891, mIoU: 0.553
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2023-07-24 14:07:01,301 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-24 14:07:01,328 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-24 14:07:01,519 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.891, mIoU: 0.551
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2023-07-24 14:07:03,042 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:07:03,057 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:07:03,073 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:07:03,087 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 14:07:03,102 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 14:07:03,119 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:07:03,131 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:07:03,146 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 14:07:03,160 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 14:07:03,174 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 14:07:03,188 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 14:07:03,200 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,213 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,228 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,242 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,257 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,269 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,281 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 14:07:03,295 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 14:07:03,310 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,322 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,334 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,349 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,364 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,378 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,392 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,406 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,421 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,434 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,447 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,462 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,474 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,488 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,503 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,517 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,531 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,545 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:03,559 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,573 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,587 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,602 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,617 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,633 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,647 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,662 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,678 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,691 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,704 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,719 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,734 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,748 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:03,763 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:03,778 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:03,793 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,808 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,822 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:03,837 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,852 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,865 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,877 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,890 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,903 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,916 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,932 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,948 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:03,961 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,974 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:03,989 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:04,000 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,014 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:07:04,029 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,044 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,058 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,073 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,086 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,101 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,116 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,129 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,144 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,159 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,174 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,187 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,201 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,217 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,231 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,245 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,258 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,272 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,287 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,302 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,316 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,329 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,343 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:07:04,358 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:07:04,372 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:07:04,387 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:07:04,402 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,416 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,431 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,441 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,455 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,468 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,481 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,497 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 14:07:04,512 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,526 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,538 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,551 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,564 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,579 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,593 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,609 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,624 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,637 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,652 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,667 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,680 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,695 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,710 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,724 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,738 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,750 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,765 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,780 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:07:04,794 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:07:04,808 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:07:04,821 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:07:04,834 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:07:04,847 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:07:04,861 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:04,875 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,887 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,900 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,914 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,928 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 14:07:04,943 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:04,956 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:04,971 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:04,988 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,004 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,020 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,035 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,043 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,059 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,072 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,085 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,100 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,116 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:07:05,131 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,147 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,163 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,178 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,193 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,205 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,220 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:05,236 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:05,250 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:05,266 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,280 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.888, mIoU: 0.541
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2023-07-24 14:07:05,309 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,323 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,337 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:05,351 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:05,364 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:05,377 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.888, mIoU: 0.542
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2023-07-24 14:07:05,455 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-24 14:07:05,589 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 14:07:05,602 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 14:07:05,617 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,631 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.887, mIoU: 0.539
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2023-07-24 14:07:05,715 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,729 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,742 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,756 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,770 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 14:07:05,784 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.887, mIoU: 0.539
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2023-07-24 14:07:05,814 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,828 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,838 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,852 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,865 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,879 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,894 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:05,908 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:05,923 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:05,934 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,944 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,962 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,977 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:05,992 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,005 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,020 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,034 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,047 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,062 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 14:07:06,077 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,091 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,105 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,119 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,133 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,148 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,162 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,175 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,189 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,204 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 14:07:06,219 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:06,234 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:06,247 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:06,261 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:07:06,276 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:07:06,292 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 14:07:22,915 semantic_segmentation INFO: Iters: 7210/150000 || Lr: 0.019133 || Task Loss: 0.6763 || KD Loss: 0.2348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2791|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:07 || Estimated Time: 2 days, 18:22:57
2023-07-24 14:07:39,330 semantic_segmentation INFO: Iters: 7220/150000 || Lr: 0.019132 || Task Loss: 0.6916 || KD Loss: 0.2242|| 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: 3:21:23 || Estimated Time: 2 days, 18:22:34
2023-07-24 14:07:55,977 semantic_segmentation INFO: Iters: 7230/150000 || Lr: 0.019130 || Task Loss: 0.8193 || KD Loss: 0.2552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:40 || Estimated Time: 2 days, 18:22:15
2023-07-24 14:08:12,569 semantic_segmentation INFO: Iters: 7240/150000 || Lr: 0.019129 || Task Loss: 0.5422 || KD Loss: 0.2025|| 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: 3:21:57 || Estimated Time: 2 days, 18:21:56
2023-07-24 14:08:29,080 semantic_segmentation INFO: Iters: 7250/150000 || Lr: 0.019128 || Task Loss: 0.6944 || KD Loss: 0.2288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:13 || Estimated Time: 2 days, 18:21:35
2023-07-24 14:08:45,629 semantic_segmentation INFO: Iters: 7260/150000 || Lr: 0.019127 || Task Loss: 0.6048 || KD Loss: 0.1746|| 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: 3:22:30 || Estimated Time: 2 days, 18:21:14
2023-07-24 14:09:02,056 semantic_segmentation INFO: Iters: 7270/150000 || Lr: 0.019126 || Task Loss: 0.4774 || KD Loss: 0.1486|| 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: 3:22:46 || Estimated Time: 2 days, 18:20:52
2023-07-24 14:09:18,823 semantic_segmentation INFO: Iters: 7280/150000 || Lr: 0.019124 || Task Loss: 0.7407 || KD Loss: 0.2949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:03 || Estimated Time: 2 days, 18:20:35
2023-07-24 14:09:35,288 semantic_segmentation INFO: Iters: 7290/150000 || Lr: 0.019123 || Task Loss: 1.0009 || KD Loss: 0.3680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:19 || Estimated Time: 2 days, 18:20:14
2023-07-24 14:09:51,822 semantic_segmentation INFO: Iters: 7300/150000 || Lr: 0.019122 || Task Loss: 1.0435 || KD Loss: 0.4687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2836|| 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: 3:23:36 || Estimated Time: 2 days, 18:19:53
2023-07-24 14:10:08,399 semantic_segmentation INFO: Iters: 7310/150000 || Lr: 0.019121 || Task Loss: 0.7724 || KD Loss: 0.3073|| 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: 3:23:52 || Estimated Time: 2 days, 18:19:33
2023-07-24 14:10:25,230 semantic_segmentation INFO: Iters: 7320/150000 || Lr: 0.019120 || Task Loss: 0.9841 || KD Loss: 0.3184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:09 || Estimated Time: 2 days, 18:19:18
2023-07-24 14:10:41,786 semantic_segmentation INFO: Iters: 7330/150000 || Lr: 0.019118 || Task Loss: 0.6439 || KD Loss: 0.1748|| 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: 3:24:26 || Estimated Time: 2 days, 18:18:59
2023-07-24 14:10:58,222 semantic_segmentation INFO: Iters: 7340/150000 || Lr: 0.019117 || Task Loss: 0.4501 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:42 || Estimated Time: 2 days, 18:18:36
2023-07-24 14:11:14,746 semantic_segmentation INFO: Iters: 7350/150000 || Lr: 0.019116 || Task Loss: 1.0596 || KD Loss: 0.4257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:59 || Estimated Time: 2 days, 18:18:15
2023-07-24 14:11:31,256 semantic_segmentation INFO: Iters: 7360/150000 || Lr: 0.019115 || Task Loss: 0.6832 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:15 || Estimated Time: 2 days, 18:17:54
2023-07-24 14:11:47,738 semantic_segmentation INFO: Iters: 7370/150000 || Lr: 0.019114 || Task Loss: 0.7074 || KD Loss: 0.2762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:32 || Estimated Time: 2 days, 18:17:32
2023-07-24 14:12:04,111 semantic_segmentation INFO: Iters: 7380/150000 || Lr: 0.019112 || Task Loss: 0.8382 || KD Loss: 0.3696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:48 || Estimated Time: 2 days, 18:17:09
2023-07-24 14:12:20,542 semantic_segmentation INFO: Iters: 7390/150000 || Lr: 0.019111 || Task Loss: 0.6310 || KD Loss: 0.2083|| 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: 3:26:05 || Estimated Time: 2 days, 18:16:46
2023-07-24 14:12:37,063 semantic_segmentation INFO: Iters: 7400/150000 || Lr: 0.019110 || Task Loss: 0.7996 || KD Loss: 0.2945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:21 || Estimated Time: 2 days, 18:16:26
2023-07-24 14:12:53,660 semantic_segmentation INFO: Iters: 7410/150000 || Lr: 0.019109 || Task Loss: 1.1039 || KD Loss: 0.4388|| 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: 3:26:38 || Estimated Time: 2 days, 18:16:06
2023-07-24 14:13:10,072 semantic_segmentation INFO: Iters: 7420/150000 || Lr: 0.019107 || Task Loss: 0.7662 || KD Loss: 0.2862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:54 || Estimated Time: 2 days, 18:15:43
2023-07-24 14:13:26,626 semantic_segmentation INFO: Iters: 7430/150000 || Lr: 0.019106 || Task Loss: 0.8795 || KD Loss: 0.3019|| 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: 3:27:11 || Estimated Time: 2 days, 18:15:24
2023-07-24 14:13:43,046 semantic_segmentation INFO: Iters: 7440/150000 || Lr: 0.019105 || Task Loss: 0.8889 || KD Loss: 0.3800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:27 || Estimated Time: 2 days, 18:15:01
2023-07-24 14:13:59,623 semantic_segmentation INFO: Iters: 7450/150000 || Lr: 0.019104 || Task Loss: 1.0147 || KD Loss: 0.3441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2866|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:44 || Estimated Time: 2 days, 18:14:41
2023-07-24 14:14:16,181 semantic_segmentation INFO: Iters: 7460/150000 || Lr: 0.019103 || Task Loss: 0.9702 || KD Loss: 0.2667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:00 || Estimated Time: 2 days, 18:14:20
2023-07-24 14:14:32,582 semantic_segmentation INFO: Iters: 7470/150000 || Lr: 0.019101 || Task Loss: 0.9089 || KD Loss: 0.4227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:17 || Estimated Time: 2 days, 18:13:57
2023-07-24 14:14:49,003 semantic_segmentation INFO: Iters: 7480/150000 || Lr: 0.019100 || Task Loss: 0.5688 || KD Loss: 0.1981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:33 || Estimated Time: 2 days, 18:13:35
2023-07-24 14:15:05,506 semantic_segmentation INFO: Iters: 7490/150000 || Lr: 0.019099 || Task Loss: 0.8009 || KD Loss: 0.3084|| 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: 3:28:49 || Estimated Time: 2 days, 18:13:14
2023-07-24 14:15:21,961 semantic_segmentation INFO: Iters: 7500/150000 || Lr: 0.019098 || Task Loss: 0.5311 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:06 || Estimated Time: 2 days, 18:12:52
2023-07-24 14:15:38,476 semantic_segmentation INFO: Iters: 7510/150000 || Lr: 0.019097 || Task Loss: 0.7956 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:22 || Estimated Time: 2 days, 18:12:31
2023-07-24 14:15:55,037 semantic_segmentation INFO: Iters: 7520/150000 || Lr: 0.019095 || Task Loss: 0.8219 || KD Loss: 0.3289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:39 || Estimated Time: 2 days, 18:12:11
2023-07-24 14:16:11,583 semantic_segmentation INFO: Iters: 7530/150000 || Lr: 0.019094 || Task Loss: 1.3210 || KD Loss: 0.7157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:56 || Estimated Time: 2 days, 18:11:51
2023-07-24 14:16:28,093 semantic_segmentation INFO: Iters: 7540/150000 || Lr: 0.019093 || Task Loss: 0.9946 || KD Loss: 0.3515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:12 || Estimated Time: 2 days, 18:11:31
2023-07-24 14:16:44,705 semantic_segmentation INFO: Iters: 7550/150000 || Lr: 0.019092 || Task Loss: 0.9282 || KD Loss: 0.3461|| 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: 3:30:29 || Estimated Time: 2 days, 18:11:11
2023-07-24 14:17:01,093 semantic_segmentation INFO: Iters: 7560/150000 || Lr: 0.019091 || Task Loss: 0.6149 || KD Loss: 0.1967|| 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: 3:30:45 || Estimated Time: 2 days, 18:10:48
2023-07-24 14:17:17,697 semantic_segmentation INFO: Iters: 7570/150000 || Lr: 0.019089 || Task Loss: 0.8057 || KD Loss: 0.3384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:02 || Estimated Time: 2 days, 18:10:30
2023-07-24 14:17:35,526 semantic_segmentation INFO: Iters: 7580/150000 || Lr: 0.019088 || Task Loss: 0.4679 || KD Loss: 0.1671|| 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: 3:31:20 || Estimated Time: 2 days, 18:10:33
2023-07-24 14:17:52,265 semantic_segmentation INFO: Iters: 7590/150000 || Lr: 0.019087 || Task Loss: 0.7704 || KD Loss: 0.2090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:36 || Estimated Time: 2 days, 18:10:17
2023-07-24 14:18:08,642 semantic_segmentation INFO: Iters: 7600/150000 || Lr: 0.019086 || Task Loss: 0.7858 || KD Loss: 0.2976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:53 || Estimated Time: 2 days, 18:09:53
2023-07-24 14:18:25,180 semantic_segmentation INFO: Iters: 7610/150000 || Lr: 0.019085 || Task Loss: 0.5662 || KD Loss: 0.2011|| 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: 3:32:09 || Estimated Time: 2 days, 18:09:33
2023-07-24 14:18:41,660 semantic_segmentation INFO: Iters: 7620/150000 || Lr: 0.019083 || Task Loss: 0.4776 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:26 || Estimated Time: 2 days, 18:09:12
2023-07-24 14:18:58,219 semantic_segmentation INFO: Iters: 7630/150000 || Lr: 0.019082 || Task Loss: 0.9584 || KD Loss: 0.3805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2825|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:42 || Estimated Time: 2 days, 18:08:52
2023-07-24 14:19:14,641 semantic_segmentation INFO: Iters: 7640/150000 || Lr: 0.019081 || Task Loss: 0.6668 || KD Loss: 0.2148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:59 || Estimated Time: 2 days, 18:08:30
2023-07-24 14:19:31,189 semantic_segmentation INFO: Iters: 7650/150000 || Lr: 0.019080 || Task Loss: 0.8882 || KD Loss: 0.3185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2854|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:15 || Estimated Time: 2 days, 18:08:10
2023-07-24 14:19:47,592 semantic_segmentation INFO: Iters: 7660/150000 || Lr: 0.019079 || Task Loss: 0.8413 || KD Loss: 0.2952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:32 || Estimated Time: 2 days, 18:07:47
2023-07-24 14:20:04,133 semantic_segmentation INFO: Iters: 7670/150000 || Lr: 0.019077 || Task Loss: 1.0680 || KD Loss: 0.5520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:07:27
2023-07-24 14:20:20,532 semantic_segmentation INFO: Iters: 7680/150000 || Lr: 0.019076 || Task Loss: 0.5859 || KD Loss: 0.1504|| 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: 3:34:05 || Estimated Time: 2 days, 18:07:04
2023-07-24 14:20:36,988 semantic_segmentation INFO: Iters: 7690/150000 || Lr: 0.019075 || Task Loss: 0.6770 || KD Loss: 0.2399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:21 || Estimated Time: 2 days, 18:06:43
2023-07-24 14:20:53,528 semantic_segmentation INFO: Iters: 7700/150000 || Lr: 0.019074 || Task Loss: 0.7995 || KD Loss: 0.2868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:38 || Estimated Time: 2 days, 18:06:22
2023-07-24 14:21:10,048 semantic_segmentation INFO: Iters: 7710/150000 || Lr: 0.019072 || Task Loss: 0.6327 || KD Loss: 0.2009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:54 || Estimated Time: 2 days, 18:06:01
2023-07-24 14:21:26,541 semantic_segmentation INFO: Iters: 7720/150000 || Lr: 0.019071 || Task Loss: 0.7021 || KD Loss: 0.2528|| 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: 3:35:11 || Estimated Time: 2 days, 18:05:41
2023-07-24 14:21:43,100 semantic_segmentation INFO: Iters: 7730/150000 || Lr: 0.019070 || Task Loss: 0.7824 || KD Loss: 0.2806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:27 || Estimated Time: 2 days, 18:05:21
2023-07-24 14:21:59,640 semantic_segmentation INFO: Iters: 7740/150000 || Lr: 0.019069 || Task Loss: 0.6113 || KD Loss: 0.2201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:44 || Estimated Time: 2 days, 18:05:01
2023-07-24 14:22:16,263 semantic_segmentation INFO: Iters: 7750/150000 || Lr: 0.019068 || Task Loss: 0.9762 || KD Loss: 0.3316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:00 || Estimated Time: 2 days, 18:04:43
2023-07-24 14:22:32,786 semantic_segmentation INFO: Iters: 7760/150000 || Lr: 0.019066 || Task Loss: 0.6503 || KD Loss: 0.2270|| 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: 3:36:17 || Estimated Time: 2 days, 18:04:22
2023-07-24 14:22:49,255 semantic_segmentation INFO: Iters: 7770/150000 || Lr: 0.019065 || Task Loss: 0.6513 || KD Loss: 0.2207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:33 || Estimated Time: 2 days, 18:04:01
2023-07-24 14:23:05,814 semantic_segmentation INFO: Iters: 7780/150000 || Lr: 0.019064 || Task Loss: 0.8164 || KD Loss: 0.3356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:50 || Estimated Time: 2 days, 18:03:41
2023-07-24 14:23:22,326 semantic_segmentation INFO: Iters: 7790/150000 || Lr: 0.019063 || Task Loss: 0.7514 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:06 || Estimated Time: 2 days, 18:03:20
2023-07-24 14:23:38,815 semantic_segmentation INFO: Iters: 7800/150000 || Lr: 0.019062 || Task Loss: 0.7691 || KD Loss: 0.2363|| 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: 3:37:23 || Estimated Time: 2 days, 18:03:00
2023-07-24 14:23:55,401 semantic_segmentation INFO: Iters: 7810/150000 || Lr: 0.019060 || Task Loss: 0.6956 || KD Loss: 0.2424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:39 || Estimated Time: 2 days, 18:02:40
2023-07-24 14:24:11,923 semantic_segmentation INFO: Iters: 7820/150000 || Lr: 0.019059 || Task Loss: 1.2591 || KD Loss: 0.5494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:56 || Estimated Time: 2 days, 18:02:20
2023-07-24 14:24:28,364 semantic_segmentation INFO: Iters: 7830/150000 || Lr: 0.019058 || Task Loss: 0.8838 || KD Loss: 0.3375|| 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: 3:38:12 || Estimated Time: 2 days, 18:01:58
2023-07-24 14:24:44,938 semantic_segmentation INFO: Iters: 7840/150000 || Lr: 0.019057 || Task Loss: 0.4428 || KD Loss: 0.1165|| 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: 3:38:29 || Estimated Time: 2 days, 18:01:39
2023-07-24 14:25:01,416 semantic_segmentation INFO: Iters: 7850/150000 || Lr: 0.019056 || Task Loss: 0.9279 || KD Loss: 0.4307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:45 || Estimated Time: 2 days, 18:01:18
2023-07-24 14:25:18,044 semantic_segmentation INFO: Iters: 7860/150000 || Lr: 0.019054 || Task Loss: 0.6040 || KD Loss: 0.2337|| 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: 3:39:02 || Estimated Time: 2 days, 18:00:59
2023-07-24 14:25:34,595 semantic_segmentation INFO: Iters: 7870/150000 || Lr: 0.019053 || Task Loss: 0.7974 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:19 || Estimated Time: 2 days, 18:00:39
2023-07-24 14:25:51,093 semantic_segmentation INFO: Iters: 7880/150000 || Lr: 0.019052 || Task Loss: 0.7046 || KD Loss: 0.3118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:00:19
2023-07-24 14:26:07,687 semantic_segmentation INFO: Iters: 7890/150000 || Lr: 0.019051 || Task Loss: 0.6270 || KD Loss: 0.2795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:52 || Estimated Time: 2 days, 17:59:59
2023-07-24 14:26:24,088 semantic_segmentation INFO: Iters: 7900/150000 || Lr: 0.019050 || Task Loss: 0.5524 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:08 || Estimated Time: 2 days, 17:59:38
2023-07-24 14:26:40,669 semantic_segmentation INFO: Iters: 7910/150000 || Lr: 0.019048 || Task Loss: 0.5953 || KD Loss: 0.1894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:25 || Estimated Time: 2 days, 17:59:18
2023-07-24 14:26:57,269 semantic_segmentation INFO: Iters: 7920/150000 || Lr: 0.019047 || Task Loss: 0.6830 || KD Loss: 0.2036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:41 || Estimated Time: 2 days, 17:58:59
2023-07-24 14:27:13,790 semantic_segmentation INFO: Iters: 7930/150000 || Lr: 0.019046 || Task Loss: 0.6887 || KD Loss: 0.2253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:58 || Estimated Time: 2 days, 17:58:39
2023-07-24 14:27:30,289 semantic_segmentation INFO: Iters: 7940/150000 || Lr: 0.019045 || Task Loss: 0.5146 || KD Loss: 0.1575|| 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: 3:41:14 || Estimated Time: 2 days, 17:58:18
2023-07-24 14:27:46,818 semantic_segmentation INFO: Iters: 7950/150000 || Lr: 0.019044 || Task Loss: 0.9181 || KD Loss: 0.3467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:31 || Estimated Time: 2 days, 17:57:59
2023-07-24 14:28:03,401 semantic_segmentation INFO: Iters: 7960/150000 || Lr: 0.019042 || Task Loss: 0.5759 || KD Loss: 0.1875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2730|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:47 || Estimated Time: 2 days, 17:57:39
2023-07-24 14:28:19,851 semantic_segmentation INFO: Iters: 7970/150000 || Lr: 0.019041 || Task Loss: 0.5205 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:04 || Estimated Time: 2 days, 17:57:17
2023-07-24 14:28:36,384 semantic_segmentation INFO: Iters: 7980/150000 || Lr: 0.019040 || Task Loss: 0.7466 || KD Loss: 0.2224|| 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: 3:42:20 || Estimated Time: 2 days, 17:56:58
2023-07-24 14:28:53,031 semantic_segmentation INFO: Iters: 7990/150000 || Lr: 0.019039 || Task Loss: 0.6059 || KD Loss: 0.1967|| 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: 3:42:37 || Estimated Time: 2 days, 17:56:39
2023-07-24 14:29:09,572 semantic_segmentation INFO: Iters: 8000/150000 || Lr: 0.019038 || Task Loss: 1.1465 || KD Loss: 0.5367|| 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: 3:42:54 || Estimated Time: 2 days, 17:56:20
2023-07-24 14:29:09,689 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 14:29:10,154 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.080
2023-07-24 14:29:10,173 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.931, mIoU: 0.114
2023-07-24 14:29:10,185 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.135
2023-07-24 14:29:10,199 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.937, mIoU: 0.136
2023-07-24 14:29:10,212 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.902, mIoU: 0.190
2023-07-24 14:29:10,224 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.912, mIoU: 0.233
2023-07-24 14:29:10,239 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.265
2023-07-24 14:29:10,254 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.277
2023-07-24 14:29:10,267 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.908, mIoU: 0.273
2023-07-24 14:29:10,282 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.912, mIoU: 0.315
2023-07-24 14:29:10,297 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.911, mIoU: 0.345
2023-07-24 14:29:10,312 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.918, mIoU: 0.390
2023-07-24 14:29:10,325 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.877, mIoU: 0.346
2023-07-24 14:29:10,340 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.869, mIoU: 0.341
2023-07-24 14:29:10,354 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.874, mIoU: 0.339
2023-07-24 14:29:10,367 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.878, mIoU: 0.337
2023-07-24 14:29:10,379 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.870, mIoU: 0.331
2023-07-24 14:29:10,392 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.867, mIoU: 0.329
2023-07-24 14:29:10,406 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.871, mIoU: 0.336
2023-07-24 14:29:10,422 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.875, mIoU: 0.371
2023-07-24 14:29:10,437 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.881, mIoU: 0.373
2023-07-24 14:29:10,452 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.884, mIoU: 0.385
2023-07-24 14:29:10,469 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.883, mIoU: 0.414
2023-07-24 14:29:10,486 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.882, mIoU: 0.416
2023-07-24 14:29:10,502 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.886, mIoU: 0.435
2023-07-24 14:29:10,516 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.887, mIoU: 0.436
2023-07-24 14:29:10,530 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.889, mIoU: 0.439
2023-07-24 14:29:10,541 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.439
2023-07-24 14:29:10,557 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.887, mIoU: 0.429
2023-07-24 14:29:10,571 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.430
2023-07-24 14:29:10,585 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.429
2023-07-24 14:29:10,599 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.429
2023-07-24 14:29:10,614 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.431
2023-07-24 14:29:10,629 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.898, mIoU: 0.426
2023-07-24 14:29:10,644 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.899, mIoU: 0.462
2023-07-24 14:29:10,659 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.900, mIoU: 0.463
2023-07-24 14:29:10,671 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.902, mIoU: 0.464
2023-07-24 14:29:10,684 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.904, mIoU: 0.500
2023-07-24 14:29:10,700 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-24 14:29:10,713 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-24 14:29:10,726 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.528
2023-07-24 14:29:10,740 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.528
2023-07-24 14:29:10,754 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.901, mIoU: 0.520
2023-07-24 14:29:10,767 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.520
2023-07-24 14:29:10,782 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.521
2023-07-24 14:29:10,797 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.524
2023-07-24 14:29:10,809 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.528
2023-07-24 14:29:10,822 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.905, mIoU: 0.528
2023-07-24 14:29:10,835 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.905, mIoU: 0.522
2023-07-24 14:29:10,852 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.521
2023-07-24 14:29:10,868 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.519
2023-07-24 14:29:10,884 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.520
2023-07-24 14:29:10,897 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.517
2023-07-24 14:29:10,913 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.516
2023-07-24 14:29:10,929 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-24 14:29:10,942 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-24 14:29:10,958 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.903, mIoU: 0.511
2023-07-24 14:29:10,976 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.510
2023-07-24 14:29:10,990 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-24 14:29:11,005 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.894, mIoU: 0.500
2023-07-24 14:29:11,019 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.895, mIoU: 0.509
2023-07-24 14:29:11,034 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.896, mIoU: 0.508
2023-07-24 14:29:11,047 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.896, mIoU: 0.506
2023-07-24 14:29:11,065 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.891, mIoU: 0.496
2023-07-24 14:29:11,078 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.892, mIoU: 0.500
2023-07-24 14:29:11,092 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.893, mIoU: 0.500
2023-07-24 14:29:11,107 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.894, mIoU: 0.500
2023-07-24 14:29:11,119 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.895, mIoU: 0.544
2023-07-24 14:29:11,135 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 14:29:11,149 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-24 14:29:11,164 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 14:29:11,177 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 14:29:11,191 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 14:29:11,205 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 14:29:11,219 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 14:29:11,233 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 14:29:11,247 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:11,256 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-24 14:29:11,271 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-24 14:29:11,288 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-24 14:29:11,301 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 14:29:11,317 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-24 14:29:11,333 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.886, mIoU: 0.557
2023-07-24 14:29:11,348 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:11,364 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:11,380 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:11,395 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-24 14:29:11,410 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-24 14:29:11,425 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:11,439 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-24 14:29:11,454 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:11,470 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:29:11,486 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.880, mIoU: 0.530
2023-07-24 14:29:11,502 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.880, mIoU: 0.539
2023-07-24 14:29:11,516 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.878, mIoU: 0.536
2023-07-24 14:29:11,531 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.879, mIoU: 0.537
2023-07-24 14:29:11,543 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.880, mIoU: 0.538
2023-07-24 14:29:11,556 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.881, mIoU: 0.542
2023-07-24 14:29:11,571 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:11,583 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:11,597 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:11,611 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:11,624 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.884, mIoU: 0.541
2023-07-24 14:29:11,639 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:11,653 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-24 14:29:11,665 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:11,680 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:11,696 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:11,709 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.884, mIoU: 0.537
2023-07-24 14:29:11,722 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.884, mIoU: 0.535
2023-07-24 14:29:11,735 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.884, mIoU: 0.538
2023-07-24 14:29:11,748 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.885, mIoU: 0.539
2023-07-24 14:29:11,764 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-24 14:29:11,779 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-24 14:29:11,794 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.886, mIoU: 0.538
2023-07-24 14:29:11,808 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-24 14:29:11,821 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.886, mIoU: 0.535
2023-07-24 14:29:11,836 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.885, mIoU: 0.532
2023-07-24 14:29:11,849 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-24 14:29:11,864 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.883, mIoU: 0.529
2023-07-24 14:29:11,878 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-24 14:29:11,892 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.882, mIoU: 0.527
2023-07-24 14:29:11,904 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.883, mIoU: 0.524
2023-07-24 14:29:11,919 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.884, mIoU: 0.525
2023-07-24 14:29:11,934 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-24 14:29:11,942 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-24 14:29:11,954 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.885, mIoU: 0.526
2023-07-24 14:29:11,969 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-24 14:29:11,978 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-24 14:29:11,991 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-24 14:29:12,006 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-24 14:29:12,020 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.887, mIoU: 0.528
2023-07-24 14:29:12,033 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.888, mIoU: 0.529
2023-07-24 14:29:12,048 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.888, mIoU: 0.530
2023-07-24 14:29:12,060 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.888, mIoU: 0.530
2023-07-24 14:29:12,073 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.889, mIoU: 0.530
2023-07-24 14:29:12,087 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.887, mIoU: 0.530
2023-07-24 14:29:12,100 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.888, mIoU: 0.530
2023-07-24 14:29:12,115 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.888, mIoU: 0.529
2023-07-24 14:29:12,129 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.888, mIoU: 0.528
2023-07-24 14:29:12,144 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.889, mIoU: 0.531
2023-07-24 14:29:12,160 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.889, mIoU: 0.531
2023-07-24 14:29:12,174 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.889, mIoU: 0.534
2023-07-24 14:29:12,189 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.889, mIoU: 0.535
2023-07-24 14:29:12,204 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-24 14:29:12,218 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.889, mIoU: 0.534
2023-07-24 14:29:12,233 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.890, mIoU: 0.536
2023-07-24 14:29:12,247 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.889, mIoU: 0.541
2023-07-24 14:29:12,257 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-24 14:29:12,272 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:29:12,287 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 14:29:12,300 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:29:12,314 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:29:12,328 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:29:12,341 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 14:29:12,356 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:29:12,371 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-24 14:29:12,386 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-24 14:29:12,401 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 14:29:12,416 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:29:12,431 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 14:29:12,446 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 14:29:12,459 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 14:29:12,474 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 14:29:12,487 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 14:29:12,503 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 14:29:12,516 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 14:29:12,530 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 14:29:12,545 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.884, mIoU: 0.516
2023-07-24 14:29:12,560 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.883, mIoU: 0.512
2023-07-24 14:29:12,576 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-24 14:29:12,590 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-24 14:29:12,605 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-24 14:29:12,620 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-24 14:29:12,637 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-24 14:29:12,652 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.883, mIoU: 0.515
2023-07-24 14:29:12,666 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.882, mIoU: 0.513
2023-07-24 14:29:12,679 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-24 14:29:12,693 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-24 14:29:12,707 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.883, mIoU: 0.513
2023-07-24 14:29:12,722 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.883, mIoU: 0.514
2023-07-24 14:29:12,741 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-24 14:29:12,756 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.884, mIoU: 0.514
2023-07-24 14:29:12,771 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.884, mIoU: 0.519
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2023-07-24 14:29:15,636 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.878, mIoU: 0.511
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2023-07-24 14:29:15,736 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.877, mIoU: 0.512
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2023-07-24 14:29:15,762 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 14:29:15,777 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 14:29:15,790 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-24 14:29:15,806 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-24 14:29:15,822 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.876, mIoU: 0.512
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2023-07-24 14:29:15,880 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.877, mIoU: 0.513
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2023-07-24 14:29:15,909 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-24 14:29:15,924 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-24 14:29:15,939 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.878, mIoU: 0.513
2023-07-24 14:29:15,954 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:15,968 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:15,982 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:15,997 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-24 14:29:16,011 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.879, mIoU: 0.512
2023-07-24 14:29:16,025 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-24 14:29:16,039 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.877, mIoU: 0.509
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2023-07-24 14:29:16,064 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-24 14:29:16,076 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.877, mIoU: 0.510
2023-07-24 14:29:16,090 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.878, mIoU: 0.510
2023-07-24 14:29:16,105 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.878, mIoU: 0.511
2023-07-24 14:29:16,119 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:16,134 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:16,146 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.878, mIoU: 0.512
2023-07-24 14:29:16,161 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.878, mIoU: 0.512
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2023-07-24 14:29:16,191 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-24 14:29:16,204 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.876, mIoU: 0.510
2023-07-24 14:29:16,219 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-24 14:29:16,231 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-24 14:29:16,248 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.876, mIoU: 0.512
2023-07-24 14:29:16,261 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 14:29:16,276 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-24 14:29:16,291 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-24 14:29:16,304 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-24 14:29:16,319 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-24 14:29:16,334 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-24 14:29:16,346 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-24 14:29:16,361 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.877, mIoU: 0.515
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2023-07-24 14:29:16,406 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.878, mIoU: 0.516
2023-07-24 14:29:16,421 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.878, mIoU: 0.517
2023-07-24 14:29:16,436 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.878, mIoU: 0.518
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2023-07-24 14:29:16,497 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-24 14:29:16,512 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 14:29:16,527 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 14:29:16,541 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.877, mIoU: 0.515
2023-07-24 14:29:16,558 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 14:29:16,574 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-24 14:29:16,589 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.876, mIoU: 0.511
2023-07-24 14:29:16,604 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.875, mIoU: 0.510
2023-07-24 14:29:16,617 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-24 14:29:16,632 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-24 14:29:16,645 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-24 14:29:16,655 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.875, mIoU: 0.509
2023-07-24 14:29:16,669 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-24 14:29:16,683 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.875, mIoU: 0.508
2023-07-24 14:29:16,698 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-24 14:29:16,712 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.875, mIoU: 0.507
2023-07-24 14:29:16,727 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.875, mIoU: 0.507
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2023-07-24 14:29:16,830 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.875, mIoU: 0.509
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2023-07-24 14:29:16,932 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.876, mIoU: 0.514
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2023-07-24 14:29:16,975 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.876, mIoU: 0.514
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2023-07-24 14:29:17,063 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-24 14:29:17,073 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.877, mIoU: 0.516
2023-07-24 14:29:17,086 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.877, mIoU: 0.517
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2023-07-24 14:29:17,117 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.878, mIoU: 0.518
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2023-07-24 14:29:17,143 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.878, mIoU: 0.518
2023-07-24 14:29:17,157 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.878, mIoU: 0.519
2023-07-24 14:29:17,172 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-24 14:29:17,188 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.878, mIoU: 0.520
2023-07-24 14:29:17,203 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-24 14:29:17,212 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.878, mIoU: 0.520
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2023-07-24 14:29:17,243 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.879, mIoU: 0.521
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2023-07-24 14:29:17,271 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:29:17,286 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:29:17,299 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:29:17,315 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.880, mIoU: 0.523
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2023-07-24 14:29:17,343 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.880, mIoU: 0.525
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2023-07-24 14:29:17,374 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.880, mIoU: 0.525
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2023-07-24 14:29:17,415 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:29:17,430 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:29:17,446 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:29:17,460 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:29:17,475 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:29:17,491 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:29:17,506 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:29:17,522 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:29:17,536 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:29:17,550 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:29:17,566 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-24 14:29:17,583 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:29:17,598 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.879, mIoU: 0.529
2023-07-24 14:29:17,613 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:29:17,625 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:29:17,640 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:29:17,655 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:29:17,668 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:29:17,682 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:29:17,693 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:29:17,708 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:29:17,721 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-24 14:29:17,732 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-24 14:29:17,744 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-24 14:29:17,759 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-24 14:29:17,773 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-24 14:29:17,788 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-24 14:29:17,802 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,811 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:29:17,825 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,841 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.880, mIoU: 0.537
2023-07-24 14:29:17,856 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,871 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,886 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,899 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:29:17,912 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:17,927 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.881, mIoU: 0.537
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2023-07-24 14:29:18,117 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:18,131 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.881, mIoU: 0.539
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2023-07-24 14:29:18,273 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:18,288 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.882, mIoU: 0.539
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2023-07-24 14:29:18,502 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:18,516 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:18,532 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:18,548 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,561 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,577 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,593 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,609 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:29:18,624 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,638 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,650 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,664 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,679 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,693 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:29:18,707 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:29:18,722 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,733 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,748 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:18,762 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:18,777 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:18,789 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:18,804 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,818 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,833 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,847 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:29:18,862 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:18,876 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:29:18,891 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:29:18,905 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:29:18,920 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:29:18,933 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:29:18,948 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:29:18,963 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:18,977 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:18,990 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:19,005 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:29:19,018 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,035 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,050 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,065 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,080 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,094 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.883, mIoU: 0.539
2023-07-24 14:29:19,109 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,122 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,136 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,151 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,165 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,183 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,197 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,212 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,222 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,235 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,250 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,263 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,278 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.883, mIoU: 0.540
2023-07-24 14:29:19,291 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,304 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,319 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,336 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,351 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,367 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,380 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-24 14:29:19,394 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,407 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-24 14:29:19,422 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.884, mIoU: 0.543
2023-07-24 14:29:19,436 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.884, mIoU: 0.542
2023-07-24 14:29:19,452 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,466 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,481 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,495 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,508 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 14:29:19,523 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.883, mIoU: 0.541
2023-07-24 14:29:19,538 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,551 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,564 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,577 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,593 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:19,609 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,622 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:19,636 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,651 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,666 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,679 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,693 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,701 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.884, mIoU: 0.544
2023-07-24 14:29:19,716 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,731 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,746 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,762 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,777 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,792 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,808 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,823 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,836 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:19,851 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:19,864 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:19,879 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:19,893 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:19,905 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:19,918 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:19,931 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:19,944 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:19,957 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-24 14:29:19,969 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:19,982 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:19,996 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,010 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:20,022 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-24 14:29:20,036 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-24 14:29:20,049 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,060 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,076 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,092 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,107 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:20,122 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-24 14:29:20,137 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.885, mIoU: 0.548
2023-07-24 14:29:20,152 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,165 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,181 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,196 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,213 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,229 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,245 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:20,260 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:20,272 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,284 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,297 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,311 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,327 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,339 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,351 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,365 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,379 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,393 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,407 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,421 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,433 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,447 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,460 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,473 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,488 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:20,502 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:20,518 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,531 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,547 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,563 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,576 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,589 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,606 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,622 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,638 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,652 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,665 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,678 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,692 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,705 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:20,720 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-24 14:29:20,737 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,751 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:20,766 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,779 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,794 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,809 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,822 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,835 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:20,849 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:20,864 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:20,877 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:20,892 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:20,907 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:20,921 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:20,934 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:20,949 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:20,965 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:20,981 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:20,995 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,009 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,021 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,037 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,050 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,063 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,078 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,093 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,106 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:21,121 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:21,136 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,152 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,167 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,180 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,192 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,206 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,219 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,232 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,245 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,260 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,273 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,286 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,300 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,315 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,331 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,346 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,359 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,372 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,387 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,403 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,418 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,433 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,445 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,458 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,470 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,485 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,501 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,515 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,529 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,540 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,553 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,568 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,582 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,595 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,609 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,623 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,639 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:21,652 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,667 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,679 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,694 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,708 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,721 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,737 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,751 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,766 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,781 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,795 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,810 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,825 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,838 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,853 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:21,868 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,881 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,894 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,907 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:21,923 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,937 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:21,953 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:21,968 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:21,979 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:21,994 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,010 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,024 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,038 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:22,054 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:22,068 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:22,081 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 14:29:22,095 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,110 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,124 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,138 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,149 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,166 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:22,181 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:22,196 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,209 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,224 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,239 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,254 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,269 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,282 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,296 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,310 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,324 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,338 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,350 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,365 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,378 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.886, mIoU: 0.551
2023-07-24 14:29:22,393 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,408 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,422 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:22,436 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,451 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,465 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,479 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,494 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,509 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,524 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,540 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,549 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,563 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,576 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,591 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,605 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,621 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,636 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,651 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,666 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,680 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,695 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,711 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,724 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,739 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,754 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:22,769 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,783 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:22,798 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:22,813 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,829 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,842 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,857 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,873 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,886 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:22,901 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,916 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,929 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,943 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,955 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,969 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,984 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:22,998 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:23,013 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 14:29:23,027 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,042 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,055 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,068 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,082 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,095 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,107 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,122 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,137 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,152 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,168 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,181 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,194 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 14:29:23,211 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-24 14:29:23,226 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,239 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,254 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,267 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,283 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:23,297 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,313 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,328 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,342 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,352 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,367 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,383 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,396 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,410 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,424 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,439 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,452 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,466 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,481 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,496 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,511 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:29:23,525 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:23,542 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:23,558 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:23,571 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:23,586 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:29:23,601 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:29:23,615 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:23,628 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,644 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,660 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,675 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,683 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,696 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,709 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:23,721 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,732 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,747 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:23,762 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,776 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,789 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:23,802 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:23,817 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 14:29:23,828 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-24 14:29:23,844 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-24 14:29:23,857 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,872 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,887 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,902 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,918 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,930 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,943 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,958 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:23,972 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:23,987 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,001 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:24,014 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,024 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,035 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,048 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,059 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,073 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,086 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,100 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,115 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,130 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,144 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,159 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:24,174 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:24,190 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,206 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,220 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,235 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 14:29:24,250 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,266 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,279 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 14:29:24,292 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,307 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,320 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,336 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,350 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,365 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,380 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,398 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 14:29:24,413 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,426 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,441 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,456 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,470 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,485 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,498 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,510 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,525 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,540 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,555 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:24,570 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 14:29:24,585 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,601 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,616 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:24,631 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:24,644 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:24,660 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,672 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 14:29:24,685 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,700 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-24 14:29:24,713 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,728 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,743 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,758 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,774 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,789 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,803 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,818 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,830 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,845 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,858 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,873 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,887 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,900 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,914 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,927 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:24,942 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,956 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,971 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:24,986 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:25,001 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:25,014 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:25,027 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:25,043 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 14:29:25,056 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,069 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,085 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:25,100 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,115 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,128 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,141 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:25,156 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 14:29:25,171 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,187 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,200 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,213 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 14:29:25,229 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,244 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,259 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,274 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,289 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,304 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,318 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,333 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,349 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,364 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,378 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,393 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,406 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-24 14:29:25,421 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,435 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,450 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,463 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,477 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,491 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,507 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,519 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.886, mIoU: 0.545
2023-07-24 14:29:25,534 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,548 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,562 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,577 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,592 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,607 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,620 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,635 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,651 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,664 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,679 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,693 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,703 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,718 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,733 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,745 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.885, mIoU: 0.544
2023-07-24 14:29:25,760 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,775 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,788 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,801 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,816 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.885, mIoU: 0.545
2023-07-24 14:29:25,831 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,846 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.885, mIoU: 0.546
2023-07-24 14:29:25,863 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,878 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,895 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,910 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,923 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 14:29:25,939 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,954 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,969 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,981 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:25,994 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,009 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,024 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,040 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,055 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,068 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 14:29:26,083 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,097 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,110 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,125 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,140 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,155 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,169 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,182 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,197 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,212 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,227 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,242 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,255 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,271 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,284 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,298 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,310 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,325 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,340 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,355 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,370 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,381 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,394 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,410 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.886, mIoU: 0.549
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2023-07-24 14:29:26,469 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.886, mIoU: 0.549
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2023-07-24 14:29:26,497 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,511 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,525 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,539 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,554 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,566 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.886, mIoU: 0.549
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2023-07-24 14:29:26,695 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 14:29:26,712 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.886, mIoU: 0.548
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2023-07-24 14:29:26,839 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.886, mIoU: 0.549
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2023-07-24 14:29:26,937 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,951 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,964 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,978 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:26,992 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 14:29:27,004 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:27,018 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:27,033 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:27,047 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 14:29:27,062 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,077 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,091 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,104 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,119 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,132 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,145 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,160 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,175 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,188 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,202 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,214 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,228 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,244 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,259 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,271 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,287 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,303 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,318 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,330 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,345 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,360 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,370 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,385 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,401 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,416 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,429 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.885, mIoU: 0.550
2023-07-24 14:29:27,440 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,455 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 14:29:27,468 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,482 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,495 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,509 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,522 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,534 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.884, mIoU: 0.549
2023-07-24 14:29:27,549 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.884, mIoU: 0.549
2023-07-24 14:29:27,563 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.884, mIoU: 0.548
2023-07-24 14:29:27,578 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.884, mIoU: 0.549
2023-07-24 14:29:27,592 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-24 14:29:27,608 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-24 14:29:27,621 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-24 14:29:27,636 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.884, mIoU: 0.547
2023-07-24 14:29:27,650 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-24 14:29:27,665 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-24 14:29:27,680 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-24 14:29:27,693 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,706 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:27,723 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:27,737 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:27,752 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,765 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,778 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:27,793 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.884, mIoU: 0.546
2023-07-24 14:29:27,807 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,820 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,833 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,847 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,863 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,878 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,893 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:27,908 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.884, mIoU: 0.545
2023-07-24 14:29:27,924 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,937 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:27,952 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:27,967 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:27,980 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:27,995 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,010 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,025 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,040 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,055 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.883, mIoU: 0.543
2023-07-24 14:29:28,069 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,083 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,097 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,111 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,126 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,140 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,154 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,168 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,182 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,195 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,207 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,221 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,236 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,248 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,262 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,278 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,292 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,307 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,321 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,335 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,350 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,362 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,375 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,388 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,400 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:28,413 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,428 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,442 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,455 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,468 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,482 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,494 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,508 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,524 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,540 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,555 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,570 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,583 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,598 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,613 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,626 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,641 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,657 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,672 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,685 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,699 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,715 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.882, mIoU: 0.545
2023-07-24 14:29:28,730 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,745 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,757 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,772 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,786 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,800 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,815 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,827 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,841 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,855 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,870 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,884 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,899 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,914 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,929 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:28,940 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,954 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,967 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,980 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:28,997 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,011 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,026 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,039 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,053 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,066 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,081 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,095 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,109 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,124 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,137 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,151 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,166 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,179 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,193 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,208 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,220 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,235 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,246 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,261 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,276 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,291 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,306 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,319 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,332 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,346 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,361 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,375 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,388 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,402 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,417 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.883, mIoU: 0.546
2023-07-24 14:29:29,432 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,447 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,460 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,475 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.883, mIoU: 0.545
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2023-07-24 14:29:29,506 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,520 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.883, mIoU: 0.545
2023-07-24 14:29:29,535 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.883, mIoU: 0.544
2023-07-24 14:29:29,542 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.883, mIoU: 0.544
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2023-07-24 14:29:29,570 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.883, mIoU: 0.544
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2023-07-24 14:29:29,624 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,639 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,653 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,668 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,682 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,694 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,709 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:29,726 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,741 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,757 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,771 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,787 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,800 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,814 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,828 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.882, mIoU: 0.543
2023-07-24 14:29:29,843 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:29,856 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:29,869 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-24 14:29:29,884 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.881, mIoU: 0.541
2023-07-24 14:29:29,898 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:29,913 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:29,928 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:29,944 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:29,959 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:29,975 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:29,988 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,003 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,017 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,031 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,047 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,069 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,084 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,097 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,112 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,126 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,140 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,154 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,167 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,182 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,196 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,208 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,222 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,234 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,248 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,261 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,275 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:29:30,289 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,303 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,317 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,327 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,342 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,354 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,369 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,383 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.881, mIoU: 0.539
2023-07-24 14:29:30,398 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,412 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,423 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,433 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,449 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,463 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.881, mIoU: 0.540
2023-07-24 14:29:30,478 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,491 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,505 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,520 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,533 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,550 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,565 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,579 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,594 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:30,607 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,622 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,636 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,651 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,664 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,679 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,693 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.882, mIoU: 0.541
2023-07-24 14:29:30,708 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:30,723 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:30,737 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:30,750 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:30,765 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 14:29:30,781 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.882, mIoU: 0.540
2023-07-24 14:29:47,469 semantic_segmentation INFO: Iters: 8010/150000 || Lr: 0.019036 || Task Loss: 0.8504 || KD Loss: 0.3197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:31 || Estimated Time: 2 days, 18:02:18
2023-07-24 14:30:04,023 semantic_segmentation INFO: Iters: 8020/150000 || Lr: 0.019035 || Task Loss: 0.6896 || KD Loss: 0.2900|| 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: 3:43:48 || Estimated Time: 2 days, 18:01:58
2023-07-24 14:30:20,572 semantic_segmentation INFO: Iters: 8030/150000 || Lr: 0.019034 || Task Loss: 0.5486 || KD Loss: 0.1886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:05 || Estimated Time: 2 days, 18:01:38
2023-07-24 14:30:37,216 semantic_segmentation INFO: Iters: 8040/150000 || Lr: 0.019033 || Task Loss: 0.6290 || KD Loss: 0.1802|| 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: 3:44:21 || Estimated Time: 2 days, 18:01:20
2023-07-24 14:30:53,779 semantic_segmentation INFO: Iters: 8050/150000 || Lr: 0.019031 || Task Loss: 0.9166 || KD Loss: 0.3701|| 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: 3:44:38 || Estimated Time: 2 days, 18:01:00
2023-07-24 14:31:10,370 semantic_segmentation INFO: Iters: 8060/150000 || Lr: 0.019030 || Task Loss: 0.4942 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:54 || Estimated Time: 2 days, 18:00:40
2023-07-24 14:31:26,853 semantic_segmentation INFO: Iters: 8070/150000 || Lr: 0.019029 || Task Loss: 0.7459 || KD Loss: 0.2936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:11 || Estimated Time: 2 days, 18:00:19
2023-07-24 14:31:43,379 semantic_segmentation INFO: Iters: 8080/150000 || Lr: 0.019028 || Task Loss: 0.9396 || KD Loss: 0.3696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:27 || Estimated Time: 2 days, 17:59:59
2023-07-24 14:31:59,958 semantic_segmentation INFO: Iters: 8090/150000 || Lr: 0.019027 || Task Loss: 1.0332 || KD Loss: 0.4028|| 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: 3:45:44 || Estimated Time: 2 days, 17:59:39
2023-07-24 14:32:16,540 semantic_segmentation INFO: Iters: 8100/150000 || Lr: 0.019025 || Task Loss: 1.1849 || KD Loss: 0.4935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:01 || Estimated Time: 2 days, 17:59:20
2023-07-24 14:32:33,040 semantic_segmentation INFO: Iters: 8110/150000 || Lr: 0.019024 || Task Loss: 0.7867 || KD Loss: 0.2045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:17 || Estimated Time: 2 days, 17:58:58
2023-07-24 14:32:49,719 semantic_segmentation INFO: Iters: 8120/150000 || Lr: 0.019023 || Task Loss: 0.6969 || KD Loss: 0.2837|| 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: 3:46:34 || Estimated Time: 2 days, 17:58:40
2023-07-24 14:33:06,233 semantic_segmentation INFO: Iters: 8130/150000 || Lr: 0.019022 || Task Loss: 0.9554 || KD Loss: 0.4340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2804|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:50 || Estimated Time: 2 days, 17:58:20
2023-07-24 14:33:22,665 semantic_segmentation INFO: Iters: 8140/150000 || Lr: 0.019021 || Task Loss: 0.5555 || KD Loss: 0.2087|| 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: 3:47:07 || Estimated Time: 2 days, 17:57:58
2023-07-24 14:33:39,271 semantic_segmentation INFO: Iters: 8150/150000 || Lr: 0.019019 || Task Loss: 1.2608 || KD Loss: 0.6551|| 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: 3:47:23 || Estimated Time: 2 days, 17:57:38
2023-07-24 14:33:55,822 semantic_segmentation INFO: Iters: 8160/150000 || Lr: 0.019018 || Task Loss: 0.6819 || KD Loss: 0.2624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:40 || Estimated Time: 2 days, 17:57:19
2023-07-24 14:34:12,324 semantic_segmentation INFO: Iters: 8170/150000 || Lr: 0.019017 || Task Loss: 0.9711 || KD Loss: 0.4402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:56 || Estimated Time: 2 days, 17:56:58
2023-07-24 14:34:28,960 semantic_segmentation INFO: Iters: 8180/150000 || Lr: 0.019016 || Task Loss: 0.8000 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:13 || Estimated Time: 2 days, 17:56:39
2023-07-24 14:34:45,476 semantic_segmentation INFO: Iters: 8190/150000 || Lr: 0.019015 || Task Loss: 1.5340 || KD Loss: 0.8078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:29 || Estimated Time: 2 days, 17:56:19
2023-07-24 14:35:02,023 semantic_segmentation INFO: Iters: 8200/150000 || Lr: 0.019013 || Task Loss: 0.5121 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:46 || Estimated Time: 2 days, 17:55:59
2023-07-24 14:35:18,611 semantic_segmentation INFO: Iters: 8210/150000 || Lr: 0.019012 || Task Loss: 0.5895 || KD Loss: 0.1982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:03 || Estimated Time: 2 days, 17:55:40
2023-07-24 14:35:35,174 semantic_segmentation INFO: Iters: 8220/150000 || Lr: 0.019011 || Task Loss: 0.7812 || KD Loss: 0.2848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:19 || Estimated Time: 2 days, 17:55:20
2023-07-24 14:35:51,777 semantic_segmentation INFO: Iters: 8230/150000 || Lr: 0.019010 || Task Loss: 0.6435 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:36 || Estimated Time: 2 days, 17:55:00
2023-07-24 14:36:08,284 semantic_segmentation INFO: Iters: 8240/150000 || Lr: 0.019009 || Task Loss: 0.6597 || KD Loss: 0.2368|| 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: 3:49:52 || Estimated Time: 2 days, 17:54:39
2023-07-24 14:36:24,764 semantic_segmentation INFO: Iters: 8250/150000 || Lr: 0.019007 || Task Loss: 0.9598 || KD Loss: 0.4838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:09 || Estimated Time: 2 days, 17:54:19
2023-07-24 14:36:41,342 semantic_segmentation INFO: Iters: 8260/150000 || Lr: 0.019006 || Task Loss: 0.7504 || KD Loss: 0.2075|| 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: 3:50:25 || Estimated Time: 2 days, 17:53:59
2023-07-24 14:36:57,962 semantic_segmentation INFO: Iters: 8270/150000 || Lr: 0.019005 || Task Loss: 0.5092 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:42 || Estimated Time: 2 days, 17:53:40
2023-07-24 14:37:14,519 semantic_segmentation INFO: Iters: 8280/150000 || Lr: 0.019004 || Task Loss: 0.5531 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:58 || Estimated Time: 2 days, 17:53:20
2023-07-24 14:37:31,087 semantic_segmentation INFO: Iters: 8290/150000 || Lr: 0.019003 || Task Loss: 0.7533 || KD Loss: 0.2662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:15 || Estimated Time: 2 days, 17:53:01
2023-07-24 14:37:47,613 semantic_segmentation INFO: Iters: 8300/150000 || Lr: 0.019001 || Task Loss: 1.5080 || KD Loss: 0.7076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:32 || Estimated Time: 2 days, 17:52:40
2023-07-24 14:38:04,256 semantic_segmentation INFO: Iters: 8310/150000 || Lr: 0.019000 || Task Loss: 0.8892 || KD Loss: 0.3428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:48 || Estimated Time: 2 days, 17:52:23
2023-07-24 14:38:20,847 semantic_segmentation INFO: Iters: 8320/150000 || Lr: 0.018999 || Task Loss: 1.0107 || KD Loss: 0.4785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:05 || Estimated Time: 2 days, 17:52:03
2023-07-24 14:38:37,453 semantic_segmentation INFO: Iters: 8330/150000 || Lr: 0.018998 || Task Loss: 0.9184 || KD Loss: 0.3436|| 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: 3:52:21 || Estimated Time: 2 days, 17:51:44
2023-07-24 14:38:54,031 semantic_segmentation INFO: Iters: 8340/150000 || Lr: 0.018996 || Task Loss: 0.8688 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:38 || Estimated Time: 2 days, 17:51:24
2023-07-24 14:39:10,636 semantic_segmentation INFO: Iters: 8350/150000 || Lr: 0.018995 || Task Loss: 0.7834 || KD Loss: 0.2822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:55 || Estimated Time: 2 days, 17:51:06
2023-07-24 14:39:27,269 semantic_segmentation INFO: Iters: 8360/150000 || Lr: 0.018994 || Task Loss: 1.1628 || KD Loss: 0.3720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2876|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:11 || Estimated Time: 2 days, 17:50:47
2023-07-24 14:39:43,792 semantic_segmentation INFO: Iters: 8370/150000 || Lr: 0.018993 || Task Loss: 0.8074 || KD Loss: 0.3192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:50:26
2023-07-24 14:40:00,376 semantic_segmentation INFO: Iters: 8380/150000 || Lr: 0.018992 || Task Loss: 0.6461 || KD Loss: 0.2193|| 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: 3:53:44 || Estimated Time: 2 days, 17:50:07
2023-07-24 14:40:16,780 semantic_segmentation INFO: Iters: 8390/150000 || Lr: 0.018990 || Task Loss: 0.7061 || KD Loss: 0.2759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:01 || Estimated Time: 2 days, 17:49:45
2023-07-24 14:40:33,440 semantic_segmentation INFO: Iters: 8400/150000 || Lr: 0.018989 || Task Loss: 0.9371 || KD Loss: 0.3578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:17 || Estimated Time: 2 days, 17:49:27
2023-07-24 14:40:50,389 semantic_segmentation INFO: Iters: 8410/150000 || Lr: 0.018988 || Task Loss: 0.8125 || KD Loss: 0.2677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:34 || Estimated Time: 2 days, 17:49:14
2023-07-24 14:41:08,210 semantic_segmentation INFO: Iters: 8420/150000 || Lr: 0.018987 || Task Loss: 0.4903 || KD Loss: 0.1302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:52 || Estimated Time: 2 days, 17:49:15
2023-07-24 14:41:24,565 semantic_segmentation INFO: Iters: 8430/150000 || Lr: 0.018986 || Task Loss: 0.8009 || KD Loss: 0.3042|| 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: 3:55:09 || Estimated Time: 2 days, 17:48:52
2023-07-24 14:41:41,157 semantic_segmentation INFO: Iters: 8440/150000 || Lr: 0.018984 || Task Loss: 0.6025 || KD Loss: 0.1971|| 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: 3:55:25 || Estimated Time: 2 days, 17:48:33
2023-07-24 14:41:57,675 semantic_segmentation INFO: Iters: 8450/150000 || Lr: 0.018983 || Task Loss: 0.7172 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:42 || Estimated Time: 2 days, 17:48:13
2023-07-24 14:42:14,192 semantic_segmentation INFO: Iters: 8460/150000 || Lr: 0.018982 || Task Loss: 0.5617 || KD Loss: 0.1841|| 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: 3:55:58 || Estimated Time: 2 days, 17:47:53
2023-07-24 14:42:30,705 semantic_segmentation INFO: Iters: 8470/150000 || Lr: 0.018981 || Task Loss: 0.9952 || KD Loss: 0.4448|| 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: 3:56:15 || Estimated Time: 2 days, 17:47:32
2023-07-24 14:42:47,301 semantic_segmentation INFO: Iters: 8480/150000 || Lr: 0.018980 || Task Loss: 0.6518 || KD Loss: 0.2064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:31 || Estimated Time: 2 days, 17:47:13
2023-07-24 14:43:03,683 semantic_segmentation INFO: Iters: 8490/150000 || Lr: 0.018978 || Task Loss: 0.5732 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:48 || Estimated Time: 2 days, 17:46:50
2023-07-24 14:43:20,277 semantic_segmentation INFO: Iters: 8500/150000 || Lr: 0.018977 || Task Loss: 0.5177 || KD Loss: 0.1637|| 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: 3:57:04 || Estimated Time: 2 days, 17:46:31
2023-07-24 14:43:36,695 semantic_segmentation INFO: Iters: 8510/150000 || Lr: 0.018976 || Task Loss: 0.4886 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:21 || Estimated Time: 2 days, 17:46:09
2023-07-24 14:43:53,237 semantic_segmentation INFO: Iters: 8520/150000 || Lr: 0.018975 || Task Loss: 0.8205 || KD Loss: 0.2935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2966|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:37 || Estimated Time: 2 days, 17:45:50
2023-07-24 14:44:09,726 semantic_segmentation INFO: Iters: 8530/150000 || Lr: 0.018974 || Task Loss: 0.6938 || KD Loss: 0.2427|| 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: 3:57:54 || Estimated Time: 2 days, 17:45:29
2023-07-24 14:44:26,253 semantic_segmentation INFO: Iters: 8540/150000 || Lr: 0.018972 || Task Loss: 0.9046 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:45:08
2023-07-24 14:44:42,793 semantic_segmentation INFO: Iters: 8550/150000 || Lr: 0.018971 || Task Loss: 0.8800 || KD Loss: 0.3379|| 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: 3:58:27 || Estimated Time: 2 days, 17:44:49
2023-07-24 14:44:59,215 semantic_segmentation INFO: Iters: 8560/150000 || Lr: 0.018970 || Task Loss: 1.0967 || KD Loss: 0.4414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2850|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:43 || Estimated Time: 2 days, 17:44:27
2023-07-24 14:45:15,786 semantic_segmentation INFO: Iters: 8570/150000 || Lr: 0.018969 || Task Loss: 0.7852 || KD Loss: 0.2720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:00 || Estimated Time: 2 days, 17:44:07
2023-07-24 14:45:32,148 semantic_segmentation INFO: Iters: 8580/150000 || Lr: 0.018968 || Task Loss: 0.4930 || KD Loss: 0.1622|| 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: 3:59:16 || Estimated Time: 2 days, 17:43:45
2023-07-24 14:45:48,652 semantic_segmentation INFO: Iters: 8590/150000 || Lr: 0.018966 || Task Loss: 0.6785 || KD Loss: 0.2516|| 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: 3:59:33 || Estimated Time: 2 days, 17:43:24
2023-07-24 14:46:05,148 semantic_segmentation INFO: Iters: 8600/150000 || Lr: 0.018965 || Task Loss: 0.5569 || KD Loss: 0.2397|| 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: 3:59:49 || Estimated Time: 2 days, 17:43:03
2023-07-24 14:46:21,716 semantic_segmentation INFO: Iters: 8610/150000 || Lr: 0.018964 || Task Loss: 0.6018 || KD Loss: 0.2187|| 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: 4:00:06 || Estimated Time: 2 days, 17:42:44
2023-07-24 14:46:38,178 semantic_segmentation INFO: Iters: 8620/150000 || Lr: 0.018963 || Task Loss: 0.6609 || KD Loss: 0.2224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:22 || Estimated Time: 2 days, 17:42:22
2023-07-24 14:46:54,698 semantic_segmentation INFO: Iters: 8630/150000 || Lr: 0.018961 || Task Loss: 1.0358 || KD Loss: 0.3633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:39 || Estimated Time: 2 days, 17:42:03
2023-07-24 14:47:11,103 semantic_segmentation INFO: Iters: 8640/150000 || Lr: 0.018960 || Task Loss: 0.8096 || KD Loss: 0.3162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:55 || Estimated Time: 2 days, 17:41:41
2023-07-24 14:47:27,649 semantic_segmentation INFO: Iters: 8650/150000 || Lr: 0.018959 || Task Loss: 0.7527 || KD Loss: 0.2659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:12 || Estimated Time: 2 days, 17:41:21
2023-07-24 14:47:44,050 semantic_segmentation INFO: Iters: 8660/150000 || Lr: 0.018958 || Task Loss: 0.7304 || KD Loss: 0.1917|| 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: 4:01:28 || Estimated Time: 2 days, 17:40:59
2023-07-24 14:48:00,463 semantic_segmentation INFO: Iters: 8670/150000 || Lr: 0.018957 || Task Loss: 0.6918 || KD Loss: 0.2323|| 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: 4:01:44 || Estimated Time: 2 days, 17:40:37
2023-07-24 14:48:17,046 semantic_segmentation INFO: Iters: 8680/150000 || Lr: 0.018955 || Task Loss: 0.6379 || KD Loss: 0.1872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2900|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:01 || Estimated Time: 2 days, 17:40:18
2023-07-24 14:48:33,440 semantic_segmentation INFO: Iters: 8690/150000 || Lr: 0.018954 || Task Loss: 0.8583 || KD Loss: 0.3331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:17 || Estimated Time: 2 days, 17:39:56
2023-07-24 14:48:49,939 semantic_segmentation INFO: Iters: 8700/150000 || Lr: 0.018953 || Task Loss: 0.5653 || KD Loss: 0.1407|| 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: 4:02:34 || Estimated Time: 2 days, 17:39:35
2023-07-24 14:49:06,365 semantic_segmentation INFO: Iters: 8710/150000 || Lr: 0.018952 || Task Loss: 0.8407 || KD Loss: 0.4276|| 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: 4:02:50 || Estimated Time: 2 days, 17:39:13
2023-07-24 14:49:22,773 semantic_segmentation INFO: Iters: 8720/150000 || Lr: 0.018951 || Task Loss: 0.5543 || KD Loss: 0.2166|| 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: 4:03:07 || Estimated Time: 2 days, 17:38:51
2023-07-24 14:49:39,319 semantic_segmentation INFO: Iters: 8730/150000 || Lr: 0.018949 || Task Loss: 0.7686 || KD Loss: 0.3476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2848|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:23 || Estimated Time: 2 days, 17:38:32
2023-07-24 14:49:55,730 semantic_segmentation INFO: Iters: 8740/150000 || Lr: 0.018948 || Task Loss: 0.7582 || KD Loss: 0.2437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2819|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:40 || Estimated Time: 2 days, 17:38:10
2023-07-24 14:50:12,127 semantic_segmentation INFO: Iters: 8750/150000 || Lr: 0.018947 || Task Loss: 0.8966 || KD Loss: 0.3508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:56 || Estimated Time: 2 days, 17:37:48
2023-07-24 14:50:28,716 semantic_segmentation INFO: Iters: 8760/150000 || Lr: 0.018946 || Task Loss: 0.7352 || KD Loss: 0.2576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:13 || Estimated Time: 2 days, 17:37:29
2023-07-24 14:50:45,286 semantic_segmentation INFO: Iters: 8770/150000 || Lr: 0.018945 || Task Loss: 0.7162 || KD Loss: 0.2508|| 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: 4:04:29 || Estimated Time: 2 days, 17:37:09
2023-07-24 14:51:01,699 semantic_segmentation INFO: Iters: 8780/150000 || Lr: 0.018943 || Task Loss: 1.2821 || KD Loss: 0.4746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:46 || Estimated Time: 2 days, 17:36:48
2023-07-24 14:51:18,261 semantic_segmentation INFO: Iters: 8790/150000 || Lr: 0.018942 || Task Loss: 0.5591 || KD Loss: 0.1438|| 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: 4:05:02 || Estimated Time: 2 days, 17:36:28
2023-07-24 14:51:34,644 semantic_segmentation INFO: Iters: 8800/150000 || Lr: 0.018941 || Task Loss: 0.7904 || KD Loss: 0.2747|| 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: 4:05:19 || Estimated Time: 2 days, 17:36:06
2023-07-24 14:51:34,756 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 14:51:35,220 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.083
2023-07-24 14:51:35,247 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.120
2023-07-24 14:51:35,260 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.128
2023-07-24 14:51:35,274 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.930, mIoU: 0.125
2023-07-24 14:51:35,287 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.893, mIoU: 0.180
2023-07-24 14:51:35,299 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.906, mIoU: 0.224
2023-07-24 14:51:35,313 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.910, mIoU: 0.269
2023-07-24 14:51:35,328 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.918, mIoU: 0.285
2023-07-24 14:51:35,341 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.923, mIoU: 0.307
2023-07-24 14:51:35,355 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.918, mIoU: 0.342
2023-07-24 14:51:35,374 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.904, mIoU: 0.361
2023-07-24 14:51:35,389 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.908, mIoU: 0.361
2023-07-24 14:51:35,401 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.872, mIoU: 0.355
2023-07-24 14:51:35,414 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.869, mIoU: 0.339
2023-07-24 14:51:35,428 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.861, mIoU: 0.319
2023-07-24 14:51:35,441 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.849, mIoU: 0.314
2023-07-24 14:51:35,451 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.853, mIoU: 0.315
2023-07-24 14:51:35,464 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.859, mIoU: 0.315
2023-07-24 14:51:35,478 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.862, mIoU: 0.312
2023-07-24 14:51:35,493 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.860, mIoU: 0.357
2023-07-24 14:51:35,507 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.866, mIoU: 0.360
2023-07-24 14:51:35,522 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.868, mIoU: 0.361
2023-07-24 14:51:35,536 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.866, mIoU: 0.379
2023-07-24 14:51:35,553 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.871, mIoU: 0.386
2023-07-24 14:51:35,569 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.869, mIoU: 0.384
2023-07-24 14:51:35,584 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.869, mIoU: 0.389
2023-07-24 14:51:35,599 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.872, mIoU: 0.394
2023-07-24 14:51:35,611 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.396
2023-07-24 14:51:35,627 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.871, mIoU: 0.389
2023-07-24 14:51:35,642 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.876, mIoU: 0.389
2023-07-24 14:51:35,656 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.879, mIoU: 0.390
2023-07-24 14:51:35,672 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.882, mIoU: 0.391
2023-07-24 14:51:35,687 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.883, mIoU: 0.392
2023-07-24 14:51:35,703 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.883, mIoU: 0.390
2023-07-24 14:51:35,719 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.885, mIoU: 0.414
2023-07-24 14:51:35,734 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.415
2023-07-24 14:51:35,747 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.890, mIoU: 0.420
2023-07-24 14:51:35,759 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.892, mIoU: 0.459
2023-07-24 14:51:35,776 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-24 14:51:35,789 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-24 14:51:35,802 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.890, mIoU: 0.474
2023-07-24 14:51:35,816 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.892, mIoU: 0.474
2023-07-24 14:51:35,830 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.891, mIoU: 0.472
2023-07-24 14:51:35,843 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-24 14:51:35,858 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.890, mIoU: 0.475
2023-07-24 14:51:35,872 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.891, mIoU: 0.480
2023-07-24 14:51:35,885 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-24 14:51:35,898 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.888, mIoU: 0.477
2023-07-24 14:51:35,912 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.888, mIoU: 0.479
2023-07-24 14:51:35,928 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.888, mIoU: 0.477
2023-07-24 14:51:35,943 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.886, mIoU: 0.476
2023-07-24 14:51:35,959 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.888, mIoU: 0.475
2023-07-24 14:51:35,972 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.889, mIoU: 0.473
2023-07-24 14:51:35,988 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.889, mIoU: 0.473
2023-07-24 14:51:36,003 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.889, mIoU: 0.477
2023-07-24 14:51:36,017 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.883, mIoU: 0.472
2023-07-24 14:51:36,034 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.883, mIoU: 0.470
2023-07-24 14:51:36,051 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.886, mIoU: 0.470
2023-07-24 14:51:36,065 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.886, mIoU: 0.471
2023-07-24 14:51:36,080 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.878, mIoU: 0.497
2023-07-24 14:51:36,094 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.874, mIoU: 0.474
2023-07-24 14:51:36,109 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.876, mIoU: 0.472
2023-07-24 14:51:36,123 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.877, mIoU: 0.472
2023-07-24 14:51:36,141 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.879, mIoU: 0.477
2023-07-24 14:51:36,154 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.880, mIoU: 0.476
2023-07-24 14:51:36,169 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.881, mIoU: 0.476
2023-07-24 14:51:36,184 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.882, mIoU: 0.477
2023-07-24 14:51:36,197 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.884, mIoU: 0.487
2023-07-24 14:51:36,212 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.885, mIoU: 0.488
2023-07-24 14:51:36,227 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.879, mIoU: 0.484
2023-07-24 14:51:36,243 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.878, mIoU: 0.504
2023-07-24 14:51:36,256 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.879, mIoU: 0.504
2023-07-24 14:51:36,270 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.879, mIoU: 0.494
2023-07-24 14:51:36,285 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.880, mIoU: 0.494
2023-07-24 14:51:36,299 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.881, mIoU: 0.502
2023-07-24 14:51:36,314 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.881, mIoU: 0.494
2023-07-24 14:51:36,328 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.490
2023-07-24 14:51:36,338 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.874, mIoU: 0.485
2023-07-24 14:51:36,354 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.874, mIoU: 0.497
2023-07-24 14:51:36,371 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.875, mIoU: 0.502
2023-07-24 14:51:36,384 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.876, mIoU: 0.508
2023-07-24 14:51:36,400 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.877, mIoU: 0.509
2023-07-24 14:51:36,415 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.876, mIoU: 0.507
2023-07-24 14:51:36,431 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-24 14:51:36,447 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.873, mIoU: 0.496
2023-07-24 14:51:36,462 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-24 14:51:36,478 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.874, mIoU: 0.496
2023-07-24 14:51:36,493 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.875, mIoU: 0.498
2023-07-24 14:51:36,508 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 14:51:36,521 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 14:51:36,536 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:36,552 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-24 14:51:36,567 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-24 14:51:36,582 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.878, mIoU: 0.534
2023-07-24 14:51:36,597 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-24 14:51:36,612 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.877, mIoU: 0.533
2023-07-24 14:51:36,625 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.877, mIoU: 0.534
2023-07-24 14:51:36,638 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.879, mIoU: 0.536
2023-07-24 14:51:36,653 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-24 14:51:36,666 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-24 14:51:36,681 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.880, mIoU: 0.536
2023-07-24 14:51:36,695 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:51:36,709 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:36,723 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:36,738 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-24 14:51:36,751 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-24 14:51:36,766 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.881, mIoU: 0.532
2023-07-24 14:51:36,781 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-24 14:51:36,795 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-24 14:51:36,808 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-24 14:51:36,821 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:36,834 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:36,850 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:36,865 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:36,880 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.884, mIoU: 0.536
2023-07-24 14:51:36,893 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.885, mIoU: 0.536
2023-07-24 14:51:36,906 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:36,921 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.884, mIoU: 0.532
2023-07-24 14:51:36,935 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.884, mIoU: 0.529
2023-07-24 14:51:36,950 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.884, mIoU: 0.528
2023-07-24 14:51:36,965 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.884, mIoU: 0.527
2023-07-24 14:51:36,978 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.884, mIoU: 0.526
2023-07-24 14:51:36,991 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-24 14:51:37,007 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-24 14:51:37,021 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.886, mIoU: 0.523
2023-07-24 14:51:37,030 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.886, mIoU: 0.525
2023-07-24 14:51:37,042 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.887, mIoU: 0.525
2023-07-24 14:51:37,057 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-24 14:51:37,066 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.882, mIoU: 0.516
2023-07-24 14:51:37,079 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.883, mIoU: 0.519
2023-07-24 14:51:37,094 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.883, mIoU: 0.520
2023-07-24 14:51:37,108 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.884, mIoU: 0.522
2023-07-24 14:51:37,121 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.885, mIoU: 0.522
2023-07-24 14:51:37,136 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.886, mIoU: 0.524
2023-07-24 14:51:37,149 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-24 14:51:37,162 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.886, mIoU: 0.527
2023-07-24 14:51:37,176 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.884, mIoU: 0.523
2023-07-24 14:51:37,189 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.884, mIoU: 0.524
2023-07-24 14:51:37,205 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-24 14:51:37,218 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.885, mIoU: 0.523
2023-07-24 14:51:37,234 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-24 14:51:37,249 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.886, mIoU: 0.526
2023-07-24 14:51:37,265 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.886, mIoU: 0.519
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2023-07-24 14:51:40,147 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.871, mIoU: 0.503
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2023-07-24 14:51:40,177 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.872, mIoU: 0.504
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2023-07-24 14:51:40,231 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.873, mIoU: 0.504
2023-07-24 14:51:40,245 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.873, mIoU: 0.504
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2023-07-24 14:51:40,272 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.872, mIoU: 0.503
2023-07-24 14:51:40,286 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.873, mIoU: 0.504
2023-07-24 14:51:40,299 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.873, mIoU: 0.503
2023-07-24 14:51:40,314 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.873, mIoU: 0.504
2023-07-24 14:51:40,330 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.873, mIoU: 0.504
2023-07-24 14:51:40,343 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.872, mIoU: 0.503
2023-07-24 14:51:40,352 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.873, mIoU: 0.503
2023-07-24 14:51:40,361 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.872, mIoU: 0.503
2023-07-24 14:51:40,376 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-24 14:51:40,390 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.873, mIoU: 0.503
2023-07-24 14:51:40,404 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.873, mIoU: 0.502
2023-07-24 14:51:40,419 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.871, mIoU: 0.500
2023-07-24 14:51:40,435 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.870, mIoU: 0.499
2023-07-24 14:51:40,449 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-24 14:51:40,462 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.870, mIoU: 0.500
2023-07-24 14:51:40,476 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.870, mIoU: 0.501
2023-07-24 14:51:40,489 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 14:51:40,504 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 14:51:40,516 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 14:51:40,531 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-24 14:51:40,545 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 14:51:40,560 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-24 14:51:40,573 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.869, mIoU: 0.497
2023-07-24 14:51:40,587 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-24 14:51:40,602 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-24 14:51:40,616 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:40,631 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-24 14:51:40,646 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-24 14:51:40,661 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.869, mIoU: 0.493
2023-07-24 14:51:40,675 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.869, mIoU: 0.493
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2023-07-24 14:51:40,720 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-24 14:51:40,733 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-24 14:51:40,747 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.870, mIoU: 0.493
2023-07-24 14:51:40,762 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.871, mIoU: 0.495
2023-07-24 14:51:40,777 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-24 14:51:40,792 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.870, mIoU: 0.494
2023-07-24 14:51:40,806 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-24 14:51:40,820 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.871, mIoU: 0.495
2023-07-24 14:51:40,835 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:40,847 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.871, mIoU: 0.497
2023-07-24 14:51:40,862 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.871, mIoU: 0.497
2023-07-24 14:51:40,874 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:40,890 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:40,904 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.871, mIoU: 0.495
2023-07-24 14:51:40,919 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.871, mIoU: 0.495
2023-07-24 14:51:40,933 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.871, mIoU: 0.495
2023-07-24 14:51:40,945 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:40,962 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.872, mIoU: 0.496
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2023-07-24 14:51:40,989 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-24 14:51:41,004 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.872, mIoU: 0.495
2023-07-24 14:51:41,019 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.873, mIoU: 0.495
2023-07-24 14:51:41,033 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.873, mIoU: 0.494
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2023-07-24 14:51:41,104 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.872, mIoU: 0.492
2023-07-24 14:51:41,119 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.871, mIoU: 0.492
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2023-07-24 14:51:41,172 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.871, mIoU: 0.490
2023-07-24 14:51:41,186 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.872, mIoU: 0.490
2023-07-24 14:51:41,201 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.871, mIoU: 0.487
2023-07-24 14:51:41,216 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-24 14:51:41,229 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.871, mIoU: 0.489
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2023-07-24 14:51:41,259 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.871, mIoU: 0.488
2023-07-24 14:51:41,273 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.869, mIoU: 0.486
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2023-07-24 14:51:41,302 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.868, mIoU: 0.487
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2023-07-24 14:51:41,431 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-24 14:51:41,446 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.870, mIoU: 0.495
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2023-07-24 14:51:41,490 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.871, mIoU: 0.496
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2023-07-24 14:51:41,521 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:41,537 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:41,553 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.870, mIoU: 0.495
2023-07-24 14:51:41,568 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-24 14:51:41,583 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.870, mIoU: 0.496
2023-07-24 14:51:41,598 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:41,612 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:41,626 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.871, mIoU: 0.496
2023-07-24 14:51:41,642 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,658 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.868, mIoU: 0.494
2023-07-24 14:51:41,674 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-24 14:51:41,689 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.868, mIoU: 0.493
2023-07-24 14:51:41,702 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.868, mIoU: 0.493
2023-07-24 14:51:41,716 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.868, mIoU: 0.493
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2023-07-24 14:51:41,739 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.868, mIoU: 0.493
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2023-07-24 14:51:41,782 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-24 14:51:41,796 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.869, mIoU: 0.494
2023-07-24 14:51:41,811 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,826 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,840 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,849 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,860 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 14:51:41,873 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.869, mIoU: 0.496
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2023-07-24 14:51:41,914 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.870, mIoU: 0.497
2023-07-24 14:51:41,929 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-24 14:51:41,945 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.870, mIoU: 0.498
2023-07-24 14:51:41,960 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.870, mIoU: 0.499
2023-07-24 14:51:41,975 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.870, mIoU: 0.499
2023-07-24 14:51:41,990 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.870, mIoU: 0.499
2023-07-24 14:51:42,003 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.871, mIoU: 0.499
2023-07-24 14:51:42,018 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-24 14:51:42,033 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.871, mIoU: 0.502
2023-07-24 14:51:42,046 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 14:51:42,062 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 14:51:42,073 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-24 14:51:42,088 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.872, mIoU: 0.504
2023-07-24 14:51:42,102 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-24 14:51:42,117 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.872, mIoU: 0.505
2023-07-24 14:51:42,132 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.872, mIoU: 0.505
2023-07-24 14:51:42,146 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 14:51:42,156 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 14:51:42,168 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 14:51:42,183 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 14:51:42,197 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-24 14:51:42,209 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-24 14:51:42,221 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-24 14:51:42,234 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 14:51:42,248 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 14:51:42,263 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-24 14:51:42,277 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 14:51:42,285 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.874, mIoU: 0.512
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2023-07-24 14:51:42,314 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.874, mIoU: 0.513
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2023-07-24 14:51:42,342 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 14:51:42,356 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 14:51:42,370 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 14:51:42,385 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 14:51:42,398 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 14:51:42,414 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.875, mIoU: 0.512
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2023-07-24 14:51:42,503 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-24 14:51:42,518 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-24 14:51:42,532 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.875, mIoU: 0.510
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2023-07-24 14:51:42,591 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.874, mIoU: 0.509
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2023-07-24 14:51:42,633 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-24 14:51:42,648 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 14:51:42,662 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.874, mIoU: 0.512
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2023-07-24 14:51:42,704 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 14:51:42,719 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.874, mIoU: 0.511
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2023-07-24 14:51:42,747 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.874, mIoU: 0.515
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2023-07-24 14:51:42,775 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.874, mIoU: 0.516
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2023-07-24 14:51:42,799 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.873, mIoU: 0.518
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2023-07-24 14:51:42,827 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.873, mIoU: 0.519
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2023-07-24 14:51:42,872 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.874, mIoU: 0.520
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2023-07-24 14:51:42,895 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.874, mIoU: 0.520
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2023-07-24 14:51:42,925 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.874, mIoU: 0.520
2023-07-24 14:51:42,940 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.874, mIoU: 0.520
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2023-07-24 14:51:42,967 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:42,980 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:42,995 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,009 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,024 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,036 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,049 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,063 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,077 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,091 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,104 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,119 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-24 14:51:43,134 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-24 14:51:43,150 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-24 14:51:43,163 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.875, mIoU: 0.523
2023-07-24 14:51:43,179 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,193 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,207 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-24 14:51:43,222 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-24 14:51:43,236 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.875, mIoU: 0.522
2023-07-24 14:51:43,251 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,266 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,279 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,295 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,310 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,327 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.875, mIoU: 0.521
2023-07-24 14:51:43,337 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-24 14:51:43,352 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-24 14:51:43,367 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,380 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,394 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,407 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,422 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,439 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.875, mIoU: 0.520
2023-07-24 14:51:43,453 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:43,466 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:43,478 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 14:51:43,491 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 14:51:43,506 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 14:51:43,520 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:43,536 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:43,550 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 14:51:43,565 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-24 14:51:43,578 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 14:51:43,592 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-24 14:51:43,608 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-24 14:51:43,621 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.876, mIoU: 0.520
2023-07-24 14:51:43,636 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-24 14:51:43,651 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-24 14:51:43,666 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-24 14:51:43,681 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.876, mIoU: 0.521
2023-07-24 14:51:43,695 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,706 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,721 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,736 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,750 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,764 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,779 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-24 14:51:43,790 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-24 14:51:43,805 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-24 14:51:43,820 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.877, mIoU: 0.522
2023-07-24 14:51:43,834 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,847 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.877, mIoU: 0.521
2023-07-24 14:51:43,861 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.878, mIoU: 0.521
2023-07-24 14:51:43,875 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-24 14:51:43,890 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-24 14:51:43,904 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.878, mIoU: 0.522
2023-07-24 14:51:43,919 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:43,934 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:43,948 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:43,963 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:43,977 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-24 14:51:43,989 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-24 14:51:44,004 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,019 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,034 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,046 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,061 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,075 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,090 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,105 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,121 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,136 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,151 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,165 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:51:44,179 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.878, mIoU: 0.527
2023-07-24 14:51:44,194 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.878, mIoU: 0.529
2023-07-24 14:51:44,208 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,223 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,240 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,255 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.876, mIoU: 0.525
2023-07-24 14:51:44,270 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,281 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,293 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,308 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,321 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,335 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,349 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,362 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,377 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,393 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,408 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,424 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,438 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,454 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,467 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,482 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,497 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,512 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,527 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,542 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,557 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,570 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,585 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.877, mIoU: 0.524
2023-07-24 14:51:44,599 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.877, mIoU: 0.525
2023-07-24 14:51:44,612 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,626 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,639 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,655 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,669 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,682 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.877, mIoU: 0.526
2023-07-24 14:51:44,696 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,711 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,726 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,738 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,751 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,759 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,774 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:44,790 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,805 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,821 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,835 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,850 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,866 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,881 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.878, mIoU: 0.526
2023-07-24 14:51:44,894 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:44,909 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:44,924 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:44,938 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:44,954 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:44,966 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:44,979 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:44,992 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:45,006 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-24 14:51:45,018 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:45,032 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.877, mIoU: 0.523
2023-07-24 14:51:45,045 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.878, mIoU: 0.524
2023-07-24 14:51:45,059 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,075 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,086 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,100 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,114 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,126 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:45,141 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,155 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,171 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,186 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:45,201 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,216 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,230 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,245 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:45,261 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,278 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,294 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,310 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:51:45,325 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.880, mIoU: 0.529
2023-07-24 14:51:45,338 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-24 14:51:45,351 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-24 14:51:45,365 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:51:45,380 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,396 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,409 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,422 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.880, mIoU: 0.528
2023-07-24 14:51:45,436 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:45,451 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:45,467 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,482 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,497 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,510 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,525 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,537 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,551 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,566 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,580 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,596 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,610 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,626 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,642 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,654 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,668 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:45,683 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,699 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,714 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,729 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:45,741 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,754 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:45,768 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-24 14:51:45,781 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-24 14:51:45,796 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,813 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-24 14:51:45,826 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,841 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,854 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,869 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,884 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,897 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,909 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.881, mIoU: 0.529
2023-07-24 14:51:45,924 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,939 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,952 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,967 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,982 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:45,996 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:46,009 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.881, mIoU: 0.528
2023-07-24 14:51:46,024 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.880, mIoU: 0.527
2023-07-24 14:51:46,039 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,056 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,069 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,083 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,097 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,113 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,125 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,139 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,153 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,168 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,182 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,197 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,212 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,227 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,243 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,256 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,268 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,282 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,295 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,308 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,320 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,336 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:46,348 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:46,361 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:46,375 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:46,390 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:46,405 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,421 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,434 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,447 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,462 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,478 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,493 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,508 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:46,521 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,534 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,545 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,561 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,576 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,590 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:46,604 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,616 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,630 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.880, mIoU: 0.523
2023-07-24 14:51:46,645 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,660 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,674 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,689 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,702 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,718 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,731 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,746 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,759 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,775 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,790 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,803 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,819 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,834 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,849 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,865 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,880 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,895 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,910 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,924 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,939 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,953 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,966 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:46,980 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:46,993 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,009 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,022 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:47,039 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:47,054 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.879, mIoU: 0.522
2023-07-24 14:51:47,066 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,081 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,097 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,112 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,126 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,142 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,156 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,169 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,183 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.879, mIoU: 0.523
2023-07-24 14:51:47,199 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:47,214 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:47,227 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:47,239 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.879, mIoU: 0.524
2023-07-24 14:51:47,255 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:47,270 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:47,285 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:47,298 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:47,314 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.878, mIoU: 0.523
2023-07-24 14:51:47,329 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:47,344 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.878, mIoU: 0.525
2023-07-24 14:51:47,359 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:47,371 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:47,386 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:47,399 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.879, mIoU: 0.525
2023-07-24 14:51:47,414 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,428 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,442 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,457 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,470 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,485 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:51:47,500 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:51:47,516 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.879, mIoU: 0.527
2023-07-24 14:51:47,530 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,545 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,559 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,574 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.879, mIoU: 0.526
2023-07-24 14:51:47,589 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,603 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,619 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,634 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,645 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,659 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,673 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,688 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,703 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,720 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,733 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,748 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,763 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,778 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,794 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:47,810 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,823 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,838 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,853 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,867 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:47,880 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:47,894 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.880, mIoU: 0.524
2023-07-24 14:51:47,910 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,924 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,937 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,951 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,966 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,978 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.880, mIoU: 0.525
2023-07-24 14:51:47,992 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:48,006 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:48,019 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.880, mIoU: 0.526
2023-07-24 14:51:48,033 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,046 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,060 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,075 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,090 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,105 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,121 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,136 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-24 14:51:48,149 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-24 14:51:48,162 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.881, mIoU: 0.527
2023-07-24 14:51:48,177 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,190 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,203 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,218 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,233 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,248 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-24 14:51:48,263 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,275 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,288 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,303 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,317 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,330 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,344 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,357 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,372 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,385 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,400 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,415 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,429 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,438 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,454 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,470 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,484 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,501 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,517 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,533 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,546 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,562 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,577 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,593 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,608 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,624 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,641 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,656 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,668 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,683 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.882, mIoU: 0.522
2023-07-24 14:51:48,696 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,710 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.881, mIoU: 0.522
2023-07-24 14:51:48,723 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,736 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,751 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,765 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.881, mIoU: 0.523
2023-07-24 14:51:48,772 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,784 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,796 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,808 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,819 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.881, mIoU: 0.524
2023-07-24 14:51:48,833 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-24 14:51:48,847 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-24 14:51:48,861 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.881, mIoU: 0.525
2023-07-24 14:51:48,872 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,885 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,899 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,911 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,926 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.881, mIoU: 0.526
2023-07-24 14:51:48,938 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.882, mIoU: 0.528
2023-07-24 14:51:48,953 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:48,967 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:48,982 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:48,996 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,007 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,021 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,035 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,050 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,064 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,079 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,092 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,102 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,114 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,127 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-24 14:51:49,139 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,154 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.882, mIoU: 0.529
2023-07-24 14:51:49,167 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-24 14:51:49,182 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.882, mIoU: 0.530
2023-07-24 14:51:49,197 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-24 14:51:49,212 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-24 14:51:49,226 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,242 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,257 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,271 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,287 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,300 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,314 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,329 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,344 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.883, mIoU: 0.531
2023-07-24 14:51:49,357 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,369 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,384 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,396 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,411 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,424 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,438 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,453 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,470 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,486 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,500 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,516 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,532 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,546 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,561 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,574 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,588 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,602 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,618 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-24 14:51:49,633 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-24 14:51:49,648 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,663 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,678 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,692 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,707 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,720 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,734 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,744 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,757 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.883, mIoU: 0.532
2023-07-24 14:51:49,771 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,782 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,797 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,811 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,826 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,840 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,855 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.884, mIoU: 0.533
2023-07-24 14:51:49,869 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.884, mIoU: 0.534
2023-07-24 14:51:49,883 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:49,896 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,911 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,924 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,939 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,954 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,967 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,981 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:49,994 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,009 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,024 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,040 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,055 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,069 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,082 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,094 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,109 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,123 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,135 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,150 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,165 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,179 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,192 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,205 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,220 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,235 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,250 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,263 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,276 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,291 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,306 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,321 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,336 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,351 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,365 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,379 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,394 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:50,409 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.883, mIoU: 0.534
2023-07-24 14:51:50,423 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.883, mIoU: 0.533
2023-07-24 14:51:50,437 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.882, mIoU: 0.531
2023-07-24 14:51:50,452 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,464 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,479 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,494 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,510 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,524 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,539 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,554 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,570 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,583 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,598 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,613 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,628 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,644 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,659 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,674 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,686 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.881, mIoU: 0.531
2023-07-24 14:51:50,701 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,717 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,730 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,744 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,757 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,766 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,780 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,795 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,807 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.882, mIoU: 0.532
2023-07-24 14:51:50,822 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:50,836 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,849 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-24 14:51:50,862 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,876 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,890 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,905 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.882, mIoU: 0.533
2023-07-24 14:51:50,921 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:50,936 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:50,953 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:50,967 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:50,980 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:50,996 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,010 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,025 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,038 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,050 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,065 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,080 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:51,095 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:51,109 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.882, mIoU: 0.534
2023-07-24 14:51:51,122 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,137 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,151 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,164 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,178 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,194 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,208 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,222 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,234 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,249 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,263 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,277 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,291 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,304 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,319 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,332 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,345 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:51,357 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,372 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,387 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,401 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-24 14:51:51,416 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:51,426 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.883, mIoU: 0.535
2023-07-24 14:51:51,439 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,454 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,470 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.883, mIoU: 0.536
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2023-07-24 14:51:51,498 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,513 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,529 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,544 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,558 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,573 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,585 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,600 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,613 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,626 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,641 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,656 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.883, mIoU: 0.536
2023-07-24 14:51:51,671 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,685 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,698 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,713 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,728 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,740 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,755 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,769 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.883, mIoU: 0.537
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2023-07-24 14:51:51,811 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-24 14:51:51,823 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,838 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,853 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-24 14:51:51,867 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-24 14:51:51,879 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.883, mIoU: 0.537
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2023-07-24 14:51:51,910 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:51,923 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.883, mIoU: 0.538
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2023-07-24 14:51:51,965 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-24 14:51:51,980 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.883, mIoU: 0.538
2023-07-24 14:51:51,995 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:52,008 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:52,023 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-24 14:51:52,038 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,051 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,066 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,081 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,096 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,112 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,128 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,143 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,156 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,171 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,184 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,198 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,213 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,228 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,241 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,255 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,267 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,281 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,296 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,310 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,323 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,338 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,354 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,369 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,380 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,395 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:51:52,409 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:51:52,421 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,436 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:51:52,451 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.882, mIoU: 0.539
2023-07-24 14:51:52,465 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,478 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,491 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,506 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:52,520 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:52,537 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,552 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.882, mIoU: 0.537
2023-07-24 14:51:52,568 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.882, mIoU: 0.536
2023-07-24 14:51:52,581 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.882, mIoU: 0.536
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2023-07-24 14:51:52,626 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:52,641 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,656 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,673 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,688 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,704 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,718 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,733 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,748 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,760 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,774 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,789 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,804 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,819 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,831 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,844 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,858 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:52,873 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:51:52,886 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,899 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,913 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,928 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,942 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,956 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,971 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:52,986 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,000 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,014 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,028 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,041 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,056 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,071 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,085 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,099 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,114 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.881, mIoU: 0.533
2023-07-24 14:51:53,129 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,144 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,157 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,172 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,187 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,202 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,217 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,232 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,247 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,260 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,273 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,288 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,303 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,316 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,330 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,346 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,361 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,376 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.881, mIoU: 0.534
2023-07-24 14:51:53,390 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,405 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,420 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,432 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,445 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,459 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,471 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,484 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,499 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,514 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:53,526 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,539 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,555 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,568 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,583 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:53,598 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:53,613 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,629 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.881, mIoU: 0.536
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2023-07-24 14:51:53,658 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,673 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,688 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.880, mIoU: 0.535
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2023-07-24 14:51:53,748 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:53,761 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.881, mIoU: 0.536
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2023-07-24 14:51:53,906 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.881, mIoU: 0.537
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2023-07-24 14:51:53,965 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:53,980 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.881, mIoU: 0.537
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2023-07-24 14:51:54,010 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,020 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,034 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,047 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.881, mIoU: 0.538
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2023-07-24 14:51:54,104 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,116 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.881, mIoU: 0.537
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2023-07-24 14:51:54,172 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,186 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,201 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.881, mIoU: 0.538
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2023-07-24 14:51:54,229 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,245 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,258 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,273 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,288 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,300 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,315 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,327 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,342 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,357 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,372 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,386 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,399 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.881, mIoU: 0.538
2023-07-24 14:51:54,412 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,425 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.882, mIoU: 0.538
2023-07-24 14:51:54,440 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,454 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,466 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,480 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,494 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,508 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,523 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,535 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,550 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,567 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,583 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,599 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,615 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,623 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,638 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,650 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,663 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,678 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,693 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.881, mIoU: 0.537
2023-07-24 14:51:54,707 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,722 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,737 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,752 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,767 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,780 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,795 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,811 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,826 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,841 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,856 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,873 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,886 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,900 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,914 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.881, mIoU: 0.536
2023-07-24 14:51:54,929 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,942 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.881, mIoU: 0.535
2023-07-24 14:51:54,955 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-24 14:51:54,969 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-24 14:51:54,985 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-24 14:51:55,000 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.880, mIoU: 0.535
2023-07-24 14:51:55,015 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,030 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,044 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,060 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,073 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,088 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:51:55,101 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,115 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,131 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,145 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.880, mIoU: 0.534
2023-07-24 14:51:55,160 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,173 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,189 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,203 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,219 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,233 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,248 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,263 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,278 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,291 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,306 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,320 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,334 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,349 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,364 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,380 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,395 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,409 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,419 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,434 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,447 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,463 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,478 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,493 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,507 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,520 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,530 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,546 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-24 14:51:55,561 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.880, mIoU: 0.531
2023-07-24 14:51:55,576 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,589 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,604 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,619 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,632 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,647 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,662 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,675 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,690 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,702 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,716 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,731 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,745 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:51:55,758 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,772 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,786 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,800 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,816 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,829 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,843 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,858 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.880, mIoU: 0.532
2023-07-24 14:51:55,875 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.880, mIoU: 0.533
2023-07-24 14:52:12,302 semantic_segmentation INFO: Iters: 8810/150000 || Lr: 0.018940 || Task Loss: 0.7295 || KD Loss: 0.2650|| 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: 4:05:56 || Estimated Time: 2 days, 17:41:25
2023-07-24 14:52:28,724 semantic_segmentation INFO: Iters: 8820/150000 || Lr: 0.018939 || Task Loss: 0.6996 || KD Loss: 0.2704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:13 || Estimated Time: 2 days, 17:41:03
2023-07-24 14:52:45,294 semantic_segmentation INFO: Iters: 8830/150000 || Lr: 0.018937 || Task Loss: 0.4826 || KD Loss: 0.1683|| 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: 4:06:29 || Estimated Time: 2 days, 17:40:43
2023-07-24 14:53:01,765 semantic_segmentation INFO: Iters: 8840/150000 || Lr: 0.018936 || Task Loss: 0.4988 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:46 || Estimated Time: 2 days, 17:40:22
2023-07-24 14:53:18,324 semantic_segmentation INFO: Iters: 8850/150000 || Lr: 0.018935 || Task Loss: 0.9489 || KD Loss: 0.3244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:02 || Estimated Time: 2 days, 17:40:03
2023-07-24 14:53:34,986 semantic_segmentation INFO: Iters: 8860/150000 || Lr: 0.018934 || Task Loss: 0.7858 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:19 || Estimated Time: 2 days, 17:39:44
2023-07-24 14:53:51,548 semantic_segmentation INFO: Iters: 8870/150000 || Lr: 0.018933 || Task Loss: 0.7176 || KD Loss: 0.2507|| 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: 4:07:36 || Estimated Time: 2 days, 17:39:25
2023-07-24 14:54:08,101 semantic_segmentation INFO: Iters: 8880/150000 || Lr: 0.018931 || Task Loss: 1.0749 || KD Loss: 0.4493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:52 || Estimated Time: 2 days, 17:39:05
2023-07-24 14:54:24,713 semantic_segmentation INFO: Iters: 8890/150000 || Lr: 0.018930 || Task Loss: 0.7386 || KD Loss: 0.2177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2986|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:09 || Estimated Time: 2 days, 17:38:46
2023-07-24 14:54:41,242 semantic_segmentation INFO: Iters: 8900/150000 || Lr: 0.018929 || Task Loss: 0.7101 || KD Loss: 0.3022|| 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: 4:08:25 || Estimated Time: 2 days, 17:38:26
2023-07-24 14:54:57,822 semantic_segmentation INFO: Iters: 8910/150000 || Lr: 0.018928 || Task Loss: 0.5201 || KD Loss: 0.1682|| 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: 4:08:42 || Estimated Time: 2 days, 17:38:06
2023-07-24 14:55:14,385 semantic_segmentation INFO: Iters: 8920/150000 || Lr: 0.018926 || Task Loss: 0.7001 || KD Loss: 0.2666|| 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: 4:08:58 || Estimated Time: 2 days, 17:37:46
2023-07-24 14:55:30,875 semantic_segmentation INFO: Iters: 8930/150000 || Lr: 0.018925 || Task Loss: 0.5592 || KD Loss: 0.1943|| 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: 4:09:15 || Estimated Time: 2 days, 17:37:26
2023-07-24 14:55:47,494 semantic_segmentation INFO: Iters: 8940/150000 || Lr: 0.018924 || Task Loss: 1.0857 || KD Loss: 0.4167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:31 || Estimated Time: 2 days, 17:37:07
2023-07-24 14:56:03,991 semantic_segmentation INFO: Iters: 8950/150000 || Lr: 0.018923 || Task Loss: 0.5261 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:48 || Estimated Time: 2 days, 17:36:46
2023-07-24 14:56:20,571 semantic_segmentation INFO: Iters: 8960/150000 || Lr: 0.018922 || Task Loss: 0.6239 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:05 || Estimated Time: 2 days, 17:36:27
2023-07-24 14:56:37,069 semantic_segmentation INFO: Iters: 8970/150000 || Lr: 0.018920 || Task Loss: 0.8124 || KD Loss: 0.2510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:36:07
2023-07-24 14:56:53,537 semantic_segmentation INFO: Iters: 8980/150000 || Lr: 0.018919 || Task Loss: 0.6811 || KD Loss: 0.2915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:35:45
2023-07-24 14:57:10,107 semantic_segmentation INFO: Iters: 8990/150000 || Lr: 0.018918 || Task Loss: 0.8772 || KD Loss: 0.2968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:54 || Estimated Time: 2 days, 17:35:26
2023-07-24 14:57:26,661 semantic_segmentation INFO: Iters: 9000/150000 || Lr: 0.018917 || Task Loss: 0.7033 || KD Loss: 0.2707|| 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: 4:11:11 || Estimated Time: 2 days, 17:35:06
2023-07-24 14:57:43,075 semantic_segmentation INFO: Iters: 9010/150000 || Lr: 0.018916 || Task Loss: 1.0326 || KD Loss: 0.3362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:27 || Estimated Time: 2 days, 17:34:44
2023-07-24 14:57:59,562 semantic_segmentation INFO: Iters: 9020/150000 || Lr: 0.018914 || Task Loss: 0.7255 || KD Loss: 0.2300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:44 || Estimated Time: 2 days, 17:34:23
2023-07-24 14:58:16,047 semantic_segmentation INFO: Iters: 9030/150000 || Lr: 0.018913 || Task Loss: 0.6132 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:00 || Estimated Time: 2 days, 17:34:03
2023-07-24 14:58:32,603 semantic_segmentation INFO: Iters: 9040/150000 || Lr: 0.018912 || Task Loss: 0.6920 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:17 || Estimated Time: 2 days, 17:33:43
2023-07-24 14:58:49,151 semantic_segmentation INFO: Iters: 9050/150000 || Lr: 0.018911 || Task Loss: 0.8143 || KD Loss: 0.4069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:33 || Estimated Time: 2 days, 17:33:23
2023-07-24 14:59:05,631 semantic_segmentation INFO: Iters: 9060/150000 || Lr: 0.018910 || Task Loss: 0.5568 || KD Loss: 0.2132|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:50 || Estimated Time: 2 days, 17:33:02
2023-07-24 14:59:22,210 semantic_segmentation INFO: Iters: 9070/150000 || Lr: 0.018908 || Task Loss: 0.6824 || KD Loss: 0.2530|| 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: 4:13:06 || Estimated Time: 2 days, 17:32:43
2023-07-24 14:59:38,768 semantic_segmentation INFO: Iters: 9080/150000 || Lr: 0.018907 || Task Loss: 0.7396 || KD Loss: 0.2722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:23 || Estimated Time: 2 days, 17:32:23
2023-07-24 14:59:55,386 semantic_segmentation INFO: Iters: 9090/150000 || Lr: 0.018906 || Task Loss: 0.7521 || KD Loss: 0.2792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:39 || Estimated Time: 2 days, 17:32:04
2023-07-24 15:00:11,772 semantic_segmentation INFO: Iters: 9100/150000 || Lr: 0.018905 || Task Loss: 0.7693 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:56 || Estimated Time: 2 days, 17:31:42
2023-07-24 15:00:28,169 semantic_segmentation INFO: Iters: 9110/150000 || Lr: 0.018904 || Task Loss: 0.6707 || KD Loss: 0.2363|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:12 || Estimated Time: 2 days, 17:31:20
2023-07-24 15:00:44,716 semantic_segmentation INFO: Iters: 9120/150000 || Lr: 0.018902 || Task Loss: 0.8371 || KD Loss: 0.3276|| 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: 4:14:29 || Estimated Time: 2 days, 17:31:00
2023-07-24 15:01:01,147 semantic_segmentation INFO: Iters: 9130/150000 || Lr: 0.018901 || Task Loss: 0.8420 || KD Loss: 0.3350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:45 || Estimated Time: 2 days, 17:30:39
2023-07-24 15:01:17,667 semantic_segmentation INFO: Iters: 9140/150000 || Lr: 0.018900 || Task Loss: 0.5717 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:02 || Estimated Time: 2 days, 17:30:19
2023-07-24 15:01:34,162 semantic_segmentation INFO: Iters: 9150/150000 || Lr: 0.018899 || Task Loss: 0.6248 || KD Loss: 0.2586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:18 || Estimated Time: 2 days, 17:29:58
2023-07-24 15:01:50,706 semantic_segmentation INFO: Iters: 9160/150000 || Lr: 0.018897 || Task Loss: 0.7626 || KD Loss: 0.3560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:35 || Estimated Time: 2 days, 17:29:38
2023-07-24 15:02:07,232 semantic_segmentation INFO: Iters: 9170/150000 || Lr: 0.018896 || Task Loss: 0.9030 || KD Loss: 0.3191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:51 || Estimated Time: 2 days, 17:29:18
2023-07-24 15:02:23,677 semantic_segmentation INFO: Iters: 9180/150000 || Lr: 0.018895 || Task Loss: 0.6652 || KD Loss: 0.2303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:08 || Estimated Time: 2 days, 17:28:57
2023-07-24 15:02:40,179 semantic_segmentation INFO: Iters: 9190/150000 || Lr: 0.018894 || Task Loss: 0.5636 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:28:37
2023-07-24 15:02:56,775 semantic_segmentation INFO: Iters: 9200/150000 || Lr: 0.018893 || Task Loss: 0.7537 || KD Loss: 0.3354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:41 || Estimated Time: 2 days, 17:28:18
2023-07-24 15:03:13,218 semantic_segmentation INFO: Iters: 9210/150000 || Lr: 0.018891 || Task Loss: 0.7531 || KD Loss: 0.2962|| 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: 4:16:57 || Estimated Time: 2 days, 17:27:56
2023-07-24 15:03:29,605 semantic_segmentation INFO: Iters: 9220/150000 || Lr: 0.018890 || Task Loss: 0.8894 || KD Loss: 0.3967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:14 || Estimated Time: 2 days, 17:27:35
2023-07-24 15:03:46,083 semantic_segmentation INFO: Iters: 9230/150000 || Lr: 0.018889 || Task Loss: 0.7683 || KD Loss: 0.3000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:30 || Estimated Time: 2 days, 17:27:14
2023-07-24 15:04:02,587 semantic_segmentation INFO: Iters: 9240/150000 || Lr: 0.018888 || Task Loss: 0.9247 || KD Loss: 0.4584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:47 || Estimated Time: 2 days, 17:26:53
2023-07-24 15:04:19,062 semantic_segmentation INFO: Iters: 9250/150000 || Lr: 0.018887 || Task Loss: 0.4868 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:03 || Estimated Time: 2 days, 17:26:32
2023-07-24 15:04:36,808 semantic_segmentation INFO: Iters: 9260/150000 || Lr: 0.018885 || Task Loss: 1.0428 || KD Loss: 0.3824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:21 || Estimated Time: 2 days, 17:26:31
2023-07-24 15:04:53,380 semantic_segmentation INFO: Iters: 9270/150000 || Lr: 0.018884 || Task Loss: 0.8577 || KD Loss: 0.3266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:37 || Estimated Time: 2 days, 17:26:12
2023-07-24 15:05:09,766 semantic_segmentation INFO: Iters: 9280/150000 || Lr: 0.018883 || Task Loss: 0.8337 || KD Loss: 0.2583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:54 || Estimated Time: 2 days, 17:25:50
2023-07-24 15:05:26,425 semantic_segmentation INFO: Iters: 9290/150000 || Lr: 0.018882 || Task Loss: 0.7838 || KD Loss: 0.2562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:10 || Estimated Time: 2 days, 17:25:31
2023-07-24 15:05:42,953 semantic_segmentation INFO: Iters: 9300/150000 || Lr: 0.018881 || Task Loss: 1.1440 || KD Loss: 0.4756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:27 || Estimated Time: 2 days, 17:25:12
2023-07-24 15:05:59,316 semantic_segmentation INFO: Iters: 9310/150000 || Lr: 0.018879 || Task Loss: 0.9349 || KD Loss: 0.3574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:43 || Estimated Time: 2 days, 17:24:50
2023-07-24 15:06:15,811 semantic_segmentation INFO: Iters: 9320/150000 || Lr: 0.018878 || Task Loss: 0.9303 || KD Loss: 0.3080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:00 || Estimated Time: 2 days, 17:24:29
2023-07-24 15:06:32,299 semantic_segmentation INFO: Iters: 9330/150000 || Lr: 0.018877 || Task Loss: 0.4872 || KD Loss: 0.1423|| 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: 4:20:16 || Estimated Time: 2 days, 17:24:08
2023-07-24 15:06:48,690 semantic_segmentation INFO: Iters: 9340/150000 || Lr: 0.018876 || Task Loss: 0.7232 || KD Loss: 0.3059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:33 || Estimated Time: 2 days, 17:23:46
2023-07-24 15:07:05,265 semantic_segmentation INFO: Iters: 9350/150000 || Lr: 0.018875 || Task Loss: 0.6399 || KD Loss: 0.1943|| 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: 4:20:49 || Estimated Time: 2 days, 17:23:27
2023-07-24 15:07:21,662 semantic_segmentation INFO: Iters: 9360/150000 || Lr: 0.018873 || Task Loss: 1.1288 || KD Loss: 0.4836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:23:06
2023-07-24 15:07:38,168 semantic_segmentation INFO: Iters: 9370/150000 || Lr: 0.018872 || Task Loss: 0.7368 || KD Loss: 0.2665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:22 || Estimated Time: 2 days, 17:22:45
2023-07-24 15:07:54,636 semantic_segmentation INFO: Iters: 9380/150000 || Lr: 0.018871 || Task Loss: 0.6121 || KD Loss: 0.2428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:39 || Estimated Time: 2 days, 17:22:25
2023-07-24 15:08:11,047 semantic_segmentation INFO: Iters: 9390/150000 || Lr: 0.018870 || Task Loss: 0.7237 || KD Loss: 0.2347|| 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: 4:21:55 || Estimated Time: 2 days, 17:22:03
2023-07-24 15:08:27,585 semantic_segmentation INFO: Iters: 9400/150000 || Lr: 0.018869 || Task Loss: 0.7616 || KD Loss: 0.3048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:12 || Estimated Time: 2 days, 17:21:43
2023-07-24 15:08:44,032 semantic_segmentation INFO: Iters: 9410/150000 || Lr: 0.018867 || Task Loss: 0.7988 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:28 || Estimated Time: 2 days, 17:21:22
2023-07-24 15:09:00,574 semantic_segmentation INFO: Iters: 9420/150000 || Lr: 0.018866 || Task Loss: 1.2182 || KD Loss: 0.5961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:45 || Estimated Time: 2 days, 17:21:02
2023-07-24 15:09:17,057 semantic_segmentation INFO: Iters: 9430/150000 || Lr: 0.018865 || Task Loss: 0.4741 || KD Loss: 0.1564|| 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: 4:23:01 || Estimated Time: 2 days, 17:20:42
2023-07-24 15:09:33,530 semantic_segmentation INFO: Iters: 9440/150000 || Lr: 0.018864 || Task Loss: 0.7451 || KD Loss: 0.2369|| 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: 4:23:18 || Estimated Time: 2 days, 17:20:21
2023-07-24 15:09:50,075 semantic_segmentation INFO: Iters: 9450/150000 || Lr: 0.018862 || Task Loss: 0.9459 || KD Loss: 0.4376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:34 || Estimated Time: 2 days, 17:20:02
2023-07-24 15:10:06,519 semantic_segmentation INFO: Iters: 9460/150000 || Lr: 0.018861 || Task Loss: 0.5621 || KD Loss: 0.1805|| 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: 4:23:50 || Estimated Time: 2 days, 17:19:41
2023-07-24 15:10:23,115 semantic_segmentation INFO: Iters: 9470/150000 || Lr: 0.018860 || Task Loss: 0.5077 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:07 || Estimated Time: 2 days, 17:19:22
2023-07-24 15:10:39,479 semantic_segmentation INFO: Iters: 9480/150000 || Lr: 0.018859 || Task Loss: 0.9396 || KD Loss: 0.4302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:23 || Estimated Time: 2 days, 17:19:00
2023-07-24 15:10:55,970 semantic_segmentation INFO: Iters: 9490/150000 || Lr: 0.018858 || Task Loss: 0.6937 || KD Loss: 0.2850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:40 || Estimated Time: 2 days, 17:18:39
2023-07-24 15:11:12,457 semantic_segmentation INFO: Iters: 9500/150000 || Lr: 0.018856 || Task Loss: 0.5795 || KD Loss: 0.2021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2770|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:56 || Estimated Time: 2 days, 17:18:19
2023-07-24 15:11:29,021 semantic_segmentation INFO: Iters: 9510/150000 || Lr: 0.018855 || Task Loss: 0.8208 || KD Loss: 0.2826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:13 || Estimated Time: 2 days, 17:18:00
2023-07-24 15:11:45,527 semantic_segmentation INFO: Iters: 9520/150000 || Lr: 0.018854 || Task Loss: 1.0438 || KD Loss: 0.4018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:30 || Estimated Time: 2 days, 17:17:40
2023-07-24 15:12:02,010 semantic_segmentation INFO: Iters: 9530/150000 || Lr: 0.018853 || Task Loss: 0.6122 || KD Loss: 0.2335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:46 || Estimated Time: 2 days, 17:17:19
2023-07-24 15:12:18,550 semantic_segmentation INFO: Iters: 9540/150000 || Lr: 0.018852 || Task Loss: 0.8152 || KD Loss: 0.3087|| 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: 4:26:03 || Estimated Time: 2 days, 17:17:00
2023-07-24 15:12:34,994 semantic_segmentation INFO: Iters: 9550/150000 || Lr: 0.018850 || Task Loss: 0.9875 || KD Loss: 0.3952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:19 || Estimated Time: 2 days, 17:16:39
2023-07-24 15:12:51,437 semantic_segmentation INFO: Iters: 9560/150000 || Lr: 0.018849 || Task Loss: 0.6285 || KD Loss: 0.2543|| 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: 4:26:35 || Estimated Time: 2 days, 17:16:18
2023-07-24 15:13:07,945 semantic_segmentation INFO: Iters: 9570/150000 || Lr: 0.018848 || Task Loss: 0.6582 || KD Loss: 0.2668|| 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: 4:26:52 || Estimated Time: 2 days, 17:15:58
2023-07-24 15:13:24,452 semantic_segmentation INFO: Iters: 9580/150000 || Lr: 0.018847 || Task Loss: 0.6513 || KD Loss: 0.1879|| 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: 4:27:08 || Estimated Time: 2 days, 17:15:38
2023-07-24 15:13:40,916 semantic_segmentation INFO: Iters: 9590/150000 || Lr: 0.018846 || Task Loss: 0.5532 || KD Loss: 0.1944|| 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: 4:27:25 || Estimated Time: 2 days, 17:15:18
2023-07-24 15:13:57,336 semantic_segmentation INFO: Iters: 9600/150000 || Lr: 0.018844 || Task Loss: 0.6799 || KD Loss: 0.2324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:41 || Estimated Time: 2 days, 17:14:56
2023-07-24 15:13:57,939 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:13:58,415 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-24 15:13:58,432 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.133
2023-07-24 15:13:58,444 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.164
2023-07-24 15:13:58,458 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.164
2023-07-24 15:13:58,472 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.233
2023-07-24 15:13:58,484 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.896, mIoU: 0.236
2023-07-24 15:13:58,499 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.895, mIoU: 0.263
2023-07-24 15:13:58,513 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.894, mIoU: 0.268
2023-07-24 15:13:58,526 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.895, mIoU: 0.302
2023-07-24 15:13:58,540 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.901, mIoU: 0.345
2023-07-24 15:13:58,554 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.896, mIoU: 0.374
2023-07-24 15:13:58,569 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.899, mIoU: 0.365
2023-07-24 15:13:58,582 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.869, mIoU: 0.369
2023-07-24 15:13:58,595 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.867, mIoU: 0.354
2023-07-24 15:13:58,610 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.869, mIoU: 0.347
2023-07-24 15:13:58,623 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.870, mIoU: 0.341
2023-07-24 15:13:58,634 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.867, mIoU: 0.337
2023-07-24 15:13:58,646 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.864, mIoU: 0.334
2023-07-24 15:13:58,660 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.869, mIoU: 0.335
2023-07-24 15:13:58,675 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.874, mIoU: 0.374
2023-07-24 15:13:58,689 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.880, mIoU: 0.395
2023-07-24 15:13:58,704 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.880, mIoU: 0.392
2023-07-24 15:13:58,718 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.870, mIoU: 0.393
2023-07-24 15:13:58,733 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.872, mIoU: 0.390
2023-07-24 15:13:58,748 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.872, mIoU: 0.396
2023-07-24 15:13:58,762 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.871, mIoU: 0.387
2023-07-24 15:13:58,776 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.873, mIoU: 0.399
2023-07-24 15:13:58,787 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.397
2023-07-24 15:13:58,801 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.871, mIoU: 0.394
2023-07-24 15:13:58,815 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.875, mIoU: 0.394
2023-07-24 15:13:58,829 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.878, mIoU: 0.402
2023-07-24 15:13:58,844 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.882, mIoU: 0.401
2023-07-24 15:13:58,858 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.885, mIoU: 0.405
2023-07-24 15:13:58,873 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.886, mIoU: 0.404
2023-07-24 15:13:58,888 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.887, mIoU: 0.420
2023-07-24 15:13:58,902 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.888, mIoU: 0.420
2023-07-24 15:13:58,915 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.889, mIoU: 0.412
2023-07-24 15:13:58,927 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.892, mIoU: 0.453
2023-07-24 15:13:58,943 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.894, mIoU: 0.464
2023-07-24 15:13:58,955 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.894, mIoU: 0.461
2023-07-24 15:13:58,968 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.883, mIoU: 0.452
2023-07-24 15:13:58,982 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.886, mIoU: 0.451
2023-07-24 15:13:58,996 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.884, mIoU: 0.448
2023-07-24 15:13:59,009 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.885, mIoU: 0.448
2023-07-24 15:13:59,025 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.882, mIoU: 0.448
2023-07-24 15:13:59,042 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.447
2023-07-24 15:13:59,056 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.882, mIoU: 0.447
2023-07-24 15:13:59,069 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.882, mIoU: 0.448
2023-07-24 15:13:59,083 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.883, mIoU: 0.450
2023-07-24 15:13:59,100 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.883, mIoU: 0.447
2023-07-24 15:13:59,116 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.884, mIoU: 0.447
2023-07-24 15:13:59,132 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.886, mIoU: 0.446
2023-07-24 15:13:59,145 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.887, mIoU: 0.444
2023-07-24 15:13:59,161 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.887, mIoU: 0.440
2023-07-24 15:13:59,177 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.885, mIoU: 0.438
2023-07-24 15:13:59,190 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.886, mIoU: 0.438
2023-07-24 15:13:59,206 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.886, mIoU: 0.436
2023-07-24 15:13:59,223 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.434
2023-07-24 15:13:59,236 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.889, mIoU: 0.437
2023-07-24 15:13:59,250 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.883, mIoU: 0.476
2023-07-24 15:13:59,263 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.883, mIoU: 0.454
2023-07-24 15:13:59,278 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.883, mIoU: 0.451
2023-07-24 15:13:59,291 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.885, mIoU: 0.451
2023-07-24 15:13:59,309 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.887, mIoU: 0.456
2023-07-24 15:13:59,322 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.888, mIoU: 0.458
2023-07-24 15:13:59,336 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.889, mIoU: 0.458
2023-07-24 15:13:59,351 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.890, mIoU: 0.459
2023-07-24 15:13:59,364 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.889, mIoU: 0.473
2023-07-24 15:13:59,379 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.891, mIoU: 0.474
2023-07-24 15:13:59,394 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.888, mIoU: 0.475
2023-07-24 15:13:59,409 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.886, mIoU: 0.486
2023-07-24 15:13:59,422 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.887, mIoU: 0.487
2023-07-24 15:13:59,437 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.887, mIoU: 0.490
2023-07-24 15:13:59,453 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.887, mIoU: 0.488
2023-07-24 15:13:59,468 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.889, mIoU: 0.492
2023-07-24 15:13:59,483 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.878, mIoU: 0.482
2023-07-24 15:13:59,498 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.873, mIoU: 0.477
2023-07-24 15:13:59,508 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.872, mIoU: 0.477
2023-07-24 15:13:59,524 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.871, mIoU: 0.483
2023-07-24 15:13:59,540 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.872, mIoU: 0.487
2023-07-24 15:13:59,554 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.872, mIoU: 0.491
2023-07-24 15:13:59,569 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.493
2023-07-24 15:13:59,585 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.871, mIoU: 0.490
2023-07-24 15:13:59,600 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-24 15:13:59,616 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.865, mIoU: 0.464
2023-07-24 15:13:59,632 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 15:13:59,647 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.865, mIoU: 0.465
2023-07-24 15:13:59,661 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.867, mIoU: 0.468
2023-07-24 15:13:59,676 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.866, mIoU: 0.470
2023-07-24 15:13:59,688 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.865, mIoU: 0.470
2023-07-24 15:13:59,702 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.866, mIoU: 0.476
2023-07-24 15:13:59,717 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.867, mIoU: 0.477
2023-07-24 15:13:59,731 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.864, mIoU: 0.470
2023-07-24 15:13:59,746 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.865, mIoU: 0.479
2023-07-24 15:13:59,760 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.863, mIoU: 0.478
2023-07-24 15:13:59,774 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-24 15:13:59,787 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.864, mIoU: 0.478
2023-07-24 15:13:59,799 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.866, mIoU: 0.485
2023-07-24 15:13:59,814 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.867, mIoU: 0.484
2023-07-24 15:13:59,826 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.868, mIoU: 0.487
2023-07-24 15:13:59,840 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.868, mIoU: 0.486
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2023-07-24 15:14:04,126 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.868, mIoU: 0.491
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2023-07-24 15:14:04,776 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.866, mIoU: 0.492
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2023-07-24 15:14:05,289 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.868, mIoU: 0.499
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2023-07-24 15:14:05,489 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-24 15:14:05,503 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-24 15:14:05,519 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-24 15:14:05,533 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.870, mIoU: 0.502
2023-07-24 15:14:05,548 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-24 15:14:05,564 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-24 15:14:05,579 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.869, mIoU: 0.497
2023-07-24 15:14:05,594 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.869, mIoU: 0.497
2023-07-24 15:14:05,608 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.868, mIoU: 0.497
2023-07-24 15:14:05,621 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.869, mIoU: 0.497
2023-07-24 15:14:05,635 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 15:14:05,650 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-24 15:14:05,664 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-24 15:14:05,677 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.869, mIoU: 0.495
2023-07-24 15:14:05,693 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.869, mIoU: 0.498
2023-07-24 15:14:05,708 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 15:14:05,723 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 15:14:05,735 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 15:14:05,749 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 15:14:05,763 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.868, mIoU: 0.496
2023-07-24 15:14:05,778 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.868, mIoU: 0.495
2023-07-24 15:14:05,792 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-24 15:14:05,807 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-24 15:14:05,820 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.868, mIoU: 0.499
2023-07-24 15:14:05,834 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 15:14:05,848 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.869, mIoU: 0.499
2023-07-24 15:14:05,861 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.869, mIoU: 0.502
2023-07-24 15:14:05,876 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.869, mIoU: 0.501
2023-07-24 15:14:05,888 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-24 15:14:05,903 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-24 15:14:05,916 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.868, mIoU: 0.502
2023-07-24 15:14:05,927 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-24 15:14:05,940 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.867, mIoU: 0.503
2023-07-24 15:14:05,955 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.868, mIoU: 0.504
2023-07-24 15:14:05,969 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.868, mIoU: 0.504
2023-07-24 15:14:05,985 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.868, mIoU: 0.504
2023-07-24 15:14:05,999 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.868, mIoU: 0.504
2023-07-24 15:14:06,008 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.868, mIoU: 0.504
2023-07-24 15:14:06,023 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-24 15:14:06,038 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-24 15:14:06,054 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-24 15:14:06,069 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-24 15:14:06,083 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.868, mIoU: 0.505
2023-07-24 15:14:06,097 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.869, mIoU: 0.504
2023-07-24 15:14:06,110 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,127 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,142 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,157 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,169 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,182 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.869, mIoU: 0.506
2023-07-24 15:14:06,197 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,212 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,227 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,240 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.869, mIoU: 0.506
2023-07-24 15:14:06,254 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.869, mIoU: 0.508
2023-07-24 15:14:06,270 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.869, mIoU: 0.508
2023-07-24 15:14:06,285 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.869, mIoU: 0.507
2023-07-24 15:14:06,298 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:06,313 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:06,328 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:06,341 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:06,356 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:06,370 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:06,386 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:06,401 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:06,414 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:06,429 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:06,444 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:06,461 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:06,471 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:06,485 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,501 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:06,513 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,527 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,540 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,555 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,570 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,584 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,597 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,609 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.869, mIoU: 0.504
2023-07-24 15:14:06,622 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.869, mIoU: 0.504
2023-07-24 15:14:06,637 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.869, mIoU: 0.504
2023-07-24 15:14:06,652 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,668 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,682 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.869, mIoU: 0.504
2023-07-24 15:14:06,697 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.869, mIoU: 0.505
2023-07-24 15:14:06,709 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,724 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,739 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,752 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,767 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,781 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,796 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,811 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,825 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,837 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,851 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,866 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-24 15:14:06,880 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:06,896 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.870, mIoU: 0.505
2023-07-24 15:14:06,910 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-24 15:14:06,922 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.870, mIoU: 0.504
2023-07-24 15:14:06,937 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-24 15:14:06,951 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-24 15:14:06,966 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 15:14:06,979 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 15:14:06,993 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 15:14:07,008 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.871, mIoU: 0.503
2023-07-24 15:14:07,023 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.871, mIoU: 0.504
2023-07-24 15:14:07,038 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-24 15:14:07,053 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,068 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,083 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 15:14:07,099 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 15:14:07,113 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.871, mIoU: 0.506
2023-07-24 15:14:07,127 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.871, mIoU: 0.505
2023-07-24 15:14:07,143 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:07,159 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:07,174 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.870, mIoU: 0.506
2023-07-24 15:14:07,187 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,203 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,216 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,232 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,247 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,262 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,276 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:07,291 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,306 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,319 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,333 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:07,347 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:07,362 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,379 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,394 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,409 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,420 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,433 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,448 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,461 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,475 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,488 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,501 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,516 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,533 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:07,547 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:07,563 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:07,576 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,591 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:07,604 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,618 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,633 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,649 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,663 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,678 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,693 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,706 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,721 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:07,736 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:07,749 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,762 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,776 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,791 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,806 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,820 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,834 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,849 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,864 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,877 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,890 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,898 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,912 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:07,928 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,943 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:07,958 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,972 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:07,987 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,002 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,017 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,029 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,044 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,058 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,073 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,088 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,101 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,114 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.873, mIoU: 0.509
2023-07-24 15:14:08,127 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,142 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.872, mIoU: 0.507
2023-07-24 15:14:08,156 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,170 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,183 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.872, mIoU: 0.508
2023-07-24 15:14:08,198 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,214 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,225 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,239 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:08,252 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:08,264 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:08,278 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,293 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,307 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,321 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,336 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,350 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,362 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.872, mIoU: 0.509
2023-07-24 15:14:08,378 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,392 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,409 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,424 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,439 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,454 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,467 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,480 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,494 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:08,509 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,525 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,538 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,551 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,566 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,580 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,595 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,610 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,625 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,638 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,652 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,665 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.872, mIoU: 0.511
2023-07-24 15:14:08,678 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,693 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,707 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.872, mIoU: 0.510
2023-07-24 15:14:08,722 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,735 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,750 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,765 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,777 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,790 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.873, mIoU: 0.510
2023-07-24 15:14:08,805 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-24 15:14:08,819 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-24 15:14:08,834 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-24 15:14:08,849 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.873, mIoU: 0.511
2023-07-24 15:14:08,861 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-24 15:14:08,873 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-24 15:14:08,888 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-24 15:14:08,901 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:08,916 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:08,932 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:08,946 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:08,961 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:08,974 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:08,989 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,003 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,016 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,029 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,043 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,058 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,072 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,086 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,101 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,115 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,128 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,143 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,160 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,177 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,190 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,204 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,217 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,232 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,244 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,257 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,272 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,287 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,299 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,315 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,330 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,345 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-24 15:14:09,361 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,375 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,387 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,402 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,416 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,429 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,442 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,457 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,470 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,484 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,498 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,513 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,528 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,543 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,556 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,572 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:09,586 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:09,601 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:09,616 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:09,630 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:09,643 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:09,655 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,666 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:09,682 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.874, mIoU: 0.515
2023-07-24 15:14:09,697 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:09,712 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:09,726 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:09,738 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,751 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-24 15:14:09,765 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,780 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,793 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-24 15:14:09,808 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-24 15:14:09,821 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.875, mIoU: 0.512
2023-07-24 15:14:09,836 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-24 15:14:09,849 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-24 15:14:09,864 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.874, mIoU: 0.510
2023-07-24 15:14:09,877 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-24 15:14:09,892 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,906 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,919 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,934 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,948 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:09,963 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,977 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:09,991 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,005 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,019 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,033 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,047 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,061 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,074 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,087 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,100 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,116 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,130 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,147 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,162 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,175 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,190 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,205 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,220 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,233 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,249 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,262 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,275 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,289 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,304 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,319 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,331 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,342 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:10,359 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,373 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,388 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,401 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,416 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.874, mIoU: 0.511
2023-07-24 15:14:10,430 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.873, mIoU: 0.512
2023-07-24 15:14:10,445 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,460 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,472 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,487 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,500 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,514 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,529 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,542 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.874, mIoU: 0.515
2023-07-24 15:14:10,558 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,571 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,586 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,601 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,616 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,630 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,645 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,660 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,674 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,690 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,704 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.874, mIoU: 0.514
2023-07-24 15:14:10,719 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.874, mIoU: 0.513
2023-07-24 15:14:10,733 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,743 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,757 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.874, mIoU: 0.512
2023-07-24 15:14:10,769 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,784 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,799 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,813 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,826 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,840 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,855 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,869 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,884 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,900 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,913 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,929 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,944 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:10,959 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,972 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:10,988 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:11,003 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,018 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,031 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:11,046 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,061 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,074 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,089 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,104 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,116 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,129 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,142 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,155 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,171 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,187 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,201 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,215 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,230 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,242 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,254 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:11,268 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:11,281 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:11,293 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-24 15:14:11,307 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-24 15:14:11,322 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,337 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:11,351 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,364 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,377 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,393 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,408 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,421 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,435 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,448 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,463 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,476 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,492 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,507 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:11,521 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,531 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,547 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,563 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,576 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,590 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,605 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,620 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,633 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:11,648 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,663 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.877, mIoU: 0.514
2023-07-24 15:14:11,679 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,694 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,709 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:11,724 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:11,739 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,751 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,765 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,779 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,793 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.876, mIoU: 0.513
2023-07-24 15:14:11,805 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,818 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:11,833 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,847 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,853 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,866 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,878 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.875, mIoU: 0.513
2023-07-24 15:14:11,889 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,900 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,915 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,929 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.875, mIoU: 0.514
2023-07-24 15:14:11,943 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.876, mIoU: 0.514
2023-07-24 15:14:11,955 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:11,967 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:11,981 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:11,992 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.875, mIoU: 0.515
2023-07-24 15:14:12,006 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,019 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:12,033 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,047 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,062 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,076 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,088 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,100 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,114 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,129 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,144 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,159 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,172 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,183 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,196 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,209 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,221 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,236 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,249 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,264 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,279 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,294 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,309 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,324 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,339 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,354 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,369 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,384 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,398 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,412 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,428 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:12,440 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:12,453 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-24 15:14:12,467 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:12,479 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:12,494 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-24 15:14:12,507 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,521 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,535 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,553 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,568 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,581 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,596 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,611 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,626 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-24 15:14:12,641 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-24 15:14:12,654 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,667 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,682 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,696 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.877, mIoU: 0.519
2023-07-24 15:14:12,711 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,726 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.877, mIoU: 0.517
2023-07-24 15:14:12,741 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,756 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.877, mIoU: 0.518
2023-07-24 15:14:12,770 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,785 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,797 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,812 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,822 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,835 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,849 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,860 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,875 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,890 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:12,905 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.876, mIoU: 0.515
2023-07-24 15:14:12,919 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,935 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,949 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,963 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:12,975 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:12,990 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,003 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,017 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,032 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,045 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,059 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,072 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,086 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,101 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:13,116 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:13,130 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:13,145 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:13,157 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.875, mIoU: 0.516
2023-07-24 15:14:13,170 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:13,185 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.876, mIoU: 0.516
2023-07-24 15:14:13,199 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,213 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,229 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,244 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,259 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,272 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,284 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,300 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,315 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,331 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,344 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,357 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,372 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,387 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.876, mIoU: 0.517
2023-07-24 15:14:13,402 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,417 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,432 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,447 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:13,461 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,475 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,490 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,504 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.875, mIoU: 0.517
2023-07-24 15:14:13,518 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.876, mIoU: 0.518
2023-07-24 15:14:13,533 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:13,546 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:13,561 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.876, mIoU: 0.519
2023-07-24 15:14:13,577 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.875, mIoU: 0.518
2023-07-24 15:14:13,592 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-24 15:14:13,605 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.875, mIoU: 0.519
2023-07-24 15:14:13,620 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,635 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,651 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,664 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,680 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,695 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,710 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,725 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,741 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,756 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,769 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,784 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,799 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:13,812 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,826 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:13,838 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,847 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,861 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,875 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,888 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,903 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:13,918 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:13,930 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,943 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,957 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,972 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:13,987 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,003 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,019 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,035 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,050 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,063 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,078 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,093 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,108 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,120 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,133 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,148 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,162 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,177 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,192 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,206 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,222 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,236 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,250 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,266 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,281 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,296 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,311 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,324 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,339 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,354 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,369 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,384 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,397 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,411 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,424 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,437 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,449 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,463 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,478 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,492 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,506 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,517 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.873, mIoU: 0.514
2023-07-24 15:14:14,530 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,545 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,560 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,572 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,587 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,602 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,616 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,629 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,643 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,657 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,670 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,684 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,697 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,710 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,724 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.873, mIoU: 0.515
2023-07-24 15:14:14,738 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,753 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,767 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,779 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,794 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,809 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,822 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,837 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:14,852 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,867 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,883 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,896 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,909 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,924 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,940 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.874, mIoU: 0.518
2023-07-24 15:14:14,954 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:14,967 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,982 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:14,998 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:15,011 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.874, mIoU: 0.517
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2023-07-24 15:14:15,037 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:15,051 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:15,066 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:15,080 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.874, mIoU: 0.517
2023-07-24 15:14:15,092 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.874, mIoU: 0.516
2023-07-24 15:14:15,106 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,120 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,132 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,146 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,161 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,175 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,190 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,206 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,222 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,237 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,252 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,266 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,280 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.873, mIoU: 0.517
2023-07-24 15:14:15,296 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.873, mIoU: 0.516
2023-07-24 15:14:15,311 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.872, mIoU: 0.515
2023-07-24 15:14:15,325 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.872, mIoU: 0.515
2023-07-24 15:14:15,340 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,352 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,367 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,384 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,399 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,411 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,426 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,441 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,455 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,466 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,480 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,495 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,506 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,520 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,534 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,548 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,560 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.872, mIoU: 0.514
2023-07-24 15:14:15,572 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-24 15:14:15,586 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.872, mIoU: 0.513
2023-07-24 15:14:15,600 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-24 15:14:15,614 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-24 15:14:15,626 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-24 15:14:15,642 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-24 15:14:15,654 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.871, mIoU: 0.513
2023-07-24 15:14:15,667 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-24 15:14:15,682 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.871, mIoU: 0.512
2023-07-24 15:14:15,697 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:15,712 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:15,727 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,743 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,755 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:15,770 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:15,785 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:15,800 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,815 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,829 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,842 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,858 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,873 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,890 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,903 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,916 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,931 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:15,947 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,960 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,973 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:15,988 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,003 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,017 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,032 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,047 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,062 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,075 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,089 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,104 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,116 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,131 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,145 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,160 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,174 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,189 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.870, mIoU: 0.507
2023-07-24 15:14:16,204 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,218 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,233 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,248 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:16,263 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,279 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,293 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,309 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,323 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,336 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,349 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,364 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,379 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,392 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,408 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,423 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,438 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,452 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,467 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,482 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,497 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,509 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,523 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,536 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,548 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,561 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,576 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,590 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,603 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,616 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:16,631 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:16,643 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:16,657 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:16,672 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:16,688 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,703 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,718 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,731 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,746 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,760 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,774 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,789 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,804 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,820 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,833 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,848 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,863 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,877 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,893 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,905 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,920 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:16,935 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,949 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:16,964 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,976 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:16,991 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,005 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-24 15:14:17,020 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.870, mIoU: 0.511
2023-07-24 15:14:17,034 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,049 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,063 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,079 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,090 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,105 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,117 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,130 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,147 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,161 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,175 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,188 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,200 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,213 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,228 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,243 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,258 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,273 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,286 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,301 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,316 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,329 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,344 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.871, mIoU: 0.511
2023-07-24 15:14:17,358 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,372 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,387 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,399 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,415 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,431 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,446 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,460 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,473 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,485 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,499 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,513 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,526 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,539 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,552 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,565 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,580 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,594 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,606 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,620 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,636 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,651 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,665 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,681 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,688 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,703 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,716 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,728 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,743 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,758 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,772 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,787 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,802 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,816 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:17,831 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,844 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.870, mIoU: 0.510
2023-07-24 15:14:17,858 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:17,875 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:17,891 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:17,907 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:17,922 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.870, mIoU: 0.509
2023-07-24 15:14:17,938 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:17,951 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:17,966 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:17,981 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:17,996 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,009 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,022 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:18,037 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,052 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,066 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.871, mIoU: 0.510
2023-07-24 15:14:18,080 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,094 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,109 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,123 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,136 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,150 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,163 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,177 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,191 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,205 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,220 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,232 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,248 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,263 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,279 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,294 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,308 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,324 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,338 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,351 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,366 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.870, mIoU: 0.508
2023-07-24 15:14:18,379 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,395 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,410 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,424 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,439 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,454 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,468 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,478 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,492 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,504 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,518 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,532 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,547 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,561 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,571 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,581 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,596 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,610 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.871, mIoU: 0.507
2023-07-24 15:14:18,624 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,637 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,651 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,665 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,678 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,692 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,706 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,720 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,734 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,747 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,761 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,775 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,790 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,802 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,817 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.871, mIoU: 0.508
2023-07-24 15:14:18,831 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,845 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,860 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,872 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,886 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,901 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:18,918 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.871, mIoU: 0.509
2023-07-24 15:14:35,297 semantic_segmentation INFO: Iters: 9610/150000 || Lr: 0.018843 || Task Loss: 0.5796 || KD Loss: 0.1603|| 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: 4:28:19 || Estimated Time: 2 days, 17:19:50
2023-07-24 15:14:51,726 semantic_segmentation INFO: Iters: 9620/150000 || Lr: 0.018842 || Task Loss: 0.7433 || KD Loss: 0.2489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:36 || Estimated Time: 2 days, 17:19:28
2023-07-24 15:15:08,186 semantic_segmentation INFO: Iters: 9630/150000 || Lr: 0.018841 || Task Loss: 0.4206 || KD Loss: 0.1251|| 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: 4:28:52 || Estimated Time: 2 days, 17:19:07
2023-07-24 15:15:24,643 semantic_segmentation INFO: Iters: 9640/150000 || Lr: 0.018840 || Task Loss: 1.0499 || KD Loss: 0.3853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:18:46
2023-07-24 15:15:41,244 semantic_segmentation INFO: Iters: 9650/150000 || Lr: 0.018838 || Task Loss: 0.7193 || KD Loss: 0.2494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:25 || Estimated Time: 2 days, 17:18:27
2023-07-24 15:15:57,722 semantic_segmentation INFO: Iters: 9660/150000 || Lr: 0.018837 || Task Loss: 0.8787 || KD Loss: 0.4068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:42 || Estimated Time: 2 days, 17:18:07
2023-07-24 15:16:14,312 semantic_segmentation INFO: Iters: 9670/150000 || Lr: 0.018836 || Task Loss: 0.8770 || KD Loss: 0.3478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:58 || Estimated Time: 2 days, 17:17:47
2023-07-24 15:16:30,826 semantic_segmentation INFO: Iters: 9680/150000 || Lr: 0.018835 || Task Loss: 0.8869 || KD Loss: 0.3184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2833|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:15 || Estimated Time: 2 days, 17:17:27
2023-07-24 15:16:47,355 semantic_segmentation INFO: Iters: 9690/150000 || Lr: 0.018833 || Task Loss: 0.7289 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:31 || Estimated Time: 2 days, 17:17:07
2023-07-24 15:17:03,896 semantic_segmentation INFO: Iters: 9700/150000 || Lr: 0.018832 || Task Loss: 0.7396 || KD Loss: 0.3045|| 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: 4:30:48 || Estimated Time: 2 days, 17:16:47
2023-07-24 15:17:20,478 semantic_segmentation INFO: Iters: 9710/150000 || Lr: 0.018831 || Task Loss: 1.2495 || KD Loss: 0.4539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2836|| 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: 4:31:04 || Estimated Time: 2 days, 17:16:28
2023-07-24 15:17:37,070 semantic_segmentation INFO: Iters: 9720/150000 || Lr: 0.018830 || Task Loss: 0.5975 || KD Loss: 0.1885|| 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: 4:31:21 || Estimated Time: 2 days, 17:16:09
2023-07-24 15:17:53,612 semantic_segmentation INFO: Iters: 9730/150000 || Lr: 0.018829 || Task Loss: 0.5530 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:38 || Estimated Time: 2 days, 17:15:49
2023-07-24 15:18:10,044 semantic_segmentation INFO: Iters: 9740/150000 || Lr: 0.018827 || Task Loss: 0.5794 || KD Loss: 0.2213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:54 || Estimated Time: 2 days, 17:15:28
2023-07-24 15:18:26,639 semantic_segmentation INFO: Iters: 9750/150000 || Lr: 0.018826 || Task Loss: 0.9985 || KD Loss: 0.4424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:11 || Estimated Time: 2 days, 17:15:09
2023-07-24 15:18:43,204 semantic_segmentation INFO: Iters: 9760/150000 || Lr: 0.018825 || Task Loss: 1.0074 || KD Loss: 0.4512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:27 || Estimated Time: 2 days, 17:14:49
2023-07-24 15:18:59,596 semantic_segmentation INFO: Iters: 9770/150000 || Lr: 0.018824 || Task Loss: 0.7880 || KD Loss: 0.2129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:44 || Estimated Time: 2 days, 17:14:28
2023-07-24 15:19:15,991 semantic_segmentation INFO: Iters: 9780/150000 || Lr: 0.018823 || Task Loss: 0.5729 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:00 || Estimated Time: 2 days, 17:14:06
2023-07-24 15:19:32,526 semantic_segmentation INFO: Iters: 9790/150000 || Lr: 0.018821 || Task Loss: 0.6258 || KD Loss: 0.2011|| 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: 4:33:17 || Estimated Time: 2 days, 17:13:46
2023-07-24 15:19:48,981 semantic_segmentation INFO: Iters: 9800/150000 || Lr: 0.018820 || Task Loss: 0.8162 || KD Loss: 0.3304|| 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: 4:33:33 || Estimated Time: 2 days, 17:13:25
2023-07-24 15:20:05,561 semantic_segmentation INFO: Iters: 9810/150000 || Lr: 0.018819 || Task Loss: 0.6977 || KD Loss: 0.2476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:50 || Estimated Time: 2 days, 17:13:06
2023-07-24 15:20:22,059 semantic_segmentation INFO: Iters: 9820/150000 || Lr: 0.018818 || Task Loss: 0.5971 || KD Loss: 0.1772|| 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: 4:34:06 || Estimated Time: 2 days, 17:12:46
2023-07-24 15:20:38,514 semantic_segmentation INFO: Iters: 9830/150000 || Lr: 0.018817 || Task Loss: 0.6108 || KD Loss: 0.1896|| 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: 4:34:22 || Estimated Time: 2 days, 17:12:25
2023-07-24 15:20:55,063 semantic_segmentation INFO: Iters: 9840/150000 || Lr: 0.018815 || Task Loss: 0.6643 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:39 || Estimated Time: 2 days, 17:12:05
2023-07-24 15:21:11,489 semantic_segmentation INFO: Iters: 9850/150000 || Lr: 0.018814 || Task Loss: 0.6736 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:55 || Estimated Time: 2 days, 17:11:44
2023-07-24 15:21:28,057 semantic_segmentation INFO: Iters: 9860/150000 || Lr: 0.018813 || Task Loss: 0.6482 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 17:11:25
2023-07-24 15:21:44,479 semantic_segmentation INFO: Iters: 9870/150000 || Lr: 0.018812 || Task Loss: 1.1440 || KD Loss: 0.5726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:28 || Estimated Time: 2 days, 17:11:03
2023-07-24 15:22:01,044 semantic_segmentation INFO: Iters: 9880/150000 || Lr: 0.018811 || Task Loss: 0.9675 || KD Loss: 0.4444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:45 || Estimated Time: 2 days, 17:10:44
2023-07-24 15:22:17,430 semantic_segmentation INFO: Iters: 9890/150000 || Lr: 0.018809 || Task Loss: 0.8978 || KD Loss: 0.4073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:01 || Estimated Time: 2 days, 17:10:22
2023-07-24 15:22:34,000 semantic_segmentation INFO: Iters: 9900/150000 || Lr: 0.018808 || Task Loss: 0.8664 || KD Loss: 0.2887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:18 || Estimated Time: 2 days, 17:10:03
2023-07-24 15:22:50,433 semantic_segmentation INFO: Iters: 9910/150000 || Lr: 0.018807 || Task Loss: 0.5827 || KD Loss: 0.1331|| 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: 4:36:34 || Estimated Time: 2 days, 17:09:42
2023-07-24 15:23:06,998 semantic_segmentation INFO: Iters: 9920/150000 || Lr: 0.018806 || Task Loss: 0.5906 || KD Loss: 0.1544|| 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: 4:36:51 || Estimated Time: 2 days, 17:09:22
2023-07-24 15:23:23,427 semantic_segmentation INFO: Iters: 9930/150000 || Lr: 0.018804 || Task Loss: 0.6692 || KD Loss: 0.2345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:07 || Estimated Time: 2 days, 17:09:01
2023-07-24 15:23:39,950 semantic_segmentation INFO: Iters: 9940/150000 || Lr: 0.018803 || Task Loss: 1.1114 || KD Loss: 0.5026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:24 || Estimated Time: 2 days, 17:08:41
2023-07-24 15:23:56,495 semantic_segmentation INFO: Iters: 9950/150000 || Lr: 0.018802 || Task Loss: 0.6919 || KD Loss: 0.2270|| 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: 4:37:40 || Estimated Time: 2 days, 17:08:22
2023-07-24 15:24:13,006 semantic_segmentation INFO: Iters: 9960/150000 || Lr: 0.018801 || Task Loss: 0.6026 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:57 || Estimated Time: 2 days, 17:08:02
2023-07-24 15:24:29,533 semantic_segmentation INFO: Iters: 9970/150000 || Lr: 0.018800 || Task Loss: 0.5587 || KD Loss: 0.2091|| 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: 4:38:14 || Estimated Time: 2 days, 17:07:42
2023-07-24 15:24:45,932 semantic_segmentation INFO: Iters: 9980/150000 || Lr: 0.018798 || Task Loss: 0.6267 || KD Loss: 0.2006|| 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: 4:38:30 || Estimated Time: 2 days, 17:07:21
2023-07-24 15:25:02,420 semantic_segmentation INFO: Iters: 9990/150000 || Lr: 0.018797 || Task Loss: 0.9110 || KD Loss: 0.3784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:46 || Estimated Time: 2 days, 17:07:00
2023-07-24 15:25:18,871 semantic_segmentation INFO: Iters: 10000/150000 || Lr: 0.018796 || Task Loss: 0.6119 || KD Loss: 0.2786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:03 || Estimated Time: 2 days, 17:06:40
2023-07-24 15:25:35,409 semantic_segmentation INFO: Iters: 10010/150000 || Lr: 0.018795 || Task Loss: 0.6355 || KD Loss: 0.1947|| 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: 4:39:19 || Estimated Time: 2 days, 17:06:20
2023-07-24 15:25:51,865 semantic_segmentation INFO: Iters: 10020/150000 || Lr: 0.018794 || Task Loss: 0.9838 || KD Loss: 0.4205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:36 || Estimated Time: 2 days, 17:05:59
2023-07-24 15:26:08,342 semantic_segmentation INFO: Iters: 10030/150000 || Lr: 0.018792 || Task Loss: 0.7583 || KD Loss: 0.2054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:52 || Estimated Time: 2 days, 17:05:38
2023-07-24 15:26:24,828 semantic_segmentation INFO: Iters: 10040/150000 || Lr: 0.018791 || Task Loss: 0.6001 || KD Loss: 0.2086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:09 || Estimated Time: 2 days, 17:05:18
2023-07-24 15:26:41,225 semantic_segmentation INFO: Iters: 10050/150000 || Lr: 0.018790 || Task Loss: 0.9000 || KD Loss: 0.3818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:40:25 || Estimated Time: 2 days, 17:04:57
2023-07-24 15:26:57,614 semantic_segmentation INFO: Iters: 10060/150000 || Lr: 0.018789 || Task Loss: 0.4098 || KD Loss: 0.1029|| 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: 4:40:42 || Estimated Time: 2 days, 17:04:35
2023-07-24 15:27:14,006 semantic_segmentation INFO: Iters: 10070/150000 || Lr: 0.018788 || Task Loss: 0.5462 || KD Loss: 0.1607|| 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: 4:40:58 || Estimated Time: 2 days, 17:04:14
2023-07-24 15:27:30,587 semantic_segmentation INFO: Iters: 10080/150000 || Lr: 0.018786 || Task Loss: 0.6579 || KD Loss: 0.2746|| 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: 4:41:15 || Estimated Time: 2 days, 17:03:54
2023-07-24 15:27:47,612 semantic_segmentation INFO: Iters: 10090/150000 || Lr: 0.018785 || Task Loss: 0.6659 || KD Loss: 0.2565|| 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: 4:41:32 || Estimated Time: 2 days, 17:03:41
2023-07-24 15:28:04,991 semantic_segmentation INFO: Iters: 10100/150000 || Lr: 0.018784 || Task Loss: 0.4756 || KD Loss: 0.1514|| 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: 4:41:49 || Estimated Time: 2 days, 17:03:34
2023-07-24 15:28:21,376 semantic_segmentation INFO: Iters: 10110/150000 || Lr: 0.018783 || Task Loss: 0.5080 || KD Loss: 0.1098|| 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: 4:42:05 || Estimated Time: 2 days, 17:03:12
2023-07-24 15:28:37,867 semantic_segmentation INFO: Iters: 10120/150000 || Lr: 0.018782 || Task Loss: 0.7728 || KD Loss: 0.2479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:22 || Estimated Time: 2 days, 17:02:52
2023-07-24 15:28:54,350 semantic_segmentation INFO: Iters: 10130/150000 || Lr: 0.018780 || Task Loss: 0.6408 || KD Loss: 0.2471|| 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: 4:42:38 || Estimated Time: 2 days, 17:02:31
2023-07-24 15:29:10,797 semantic_segmentation INFO: Iters: 10140/150000 || Lr: 0.018779 || Task Loss: 0.8638 || KD Loss: 0.2667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:55 || Estimated Time: 2 days, 17:02:11
2023-07-24 15:29:27,294 semantic_segmentation INFO: Iters: 10150/150000 || Lr: 0.018778 || Task Loss: 0.5968 || KD Loss: 0.1987|| 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: 4:43:11 || Estimated Time: 2 days, 17:01:50
2023-07-24 15:29:43,717 semantic_segmentation INFO: Iters: 10160/150000 || Lr: 0.018777 || Task Loss: 0.8999 || KD Loss: 0.3524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:28 || Estimated Time: 2 days, 17:01:30
2023-07-24 15:30:00,266 semantic_segmentation INFO: Iters: 10170/150000 || Lr: 0.018775 || Task Loss: 0.6150 || KD Loss: 0.1644|| 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: 4:43:44 || Estimated Time: 2 days, 17:01:10
2023-07-24 15:30:16,653 semantic_segmentation INFO: Iters: 10180/150000 || Lr: 0.018774 || Task Loss: 0.4765 || KD Loss: 0.1608|| 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: 4:44:01 || Estimated Time: 2 days, 17:00:49
2023-07-24 15:30:33,225 semantic_segmentation INFO: Iters: 10190/150000 || Lr: 0.018773 || Task Loss: 0.5350 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:17 || Estimated Time: 2 days, 17:00:29
2023-07-24 15:30:49,653 semantic_segmentation INFO: Iters: 10200/150000 || Lr: 0.018772 || Task Loss: 0.5942 || KD Loss: 0.1947|| 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: 4:44:34 || Estimated Time: 2 days, 17:00:09
2023-07-24 15:31:06,172 semantic_segmentation INFO: Iters: 10210/150000 || Lr: 0.018771 || Task Loss: 0.9307 || KD Loss: 0.2320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:50 || Estimated Time: 2 days, 16:59:49
2023-07-24 15:31:22,607 semantic_segmentation INFO: Iters: 10220/150000 || Lr: 0.018769 || Task Loss: 0.7818 || KD Loss: 0.2812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:07 || Estimated Time: 2 days, 16:59:28
2023-07-24 15:31:39,160 semantic_segmentation INFO: Iters: 10230/150000 || Lr: 0.018768 || Task Loss: 0.6561 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:23 || Estimated Time: 2 days, 16:59:08
2023-07-24 15:31:55,585 semantic_segmentation INFO: Iters: 10240/150000 || Lr: 0.018767 || Task Loss: 0.7720 || KD Loss: 0.3783|| 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: 4:45:40 || Estimated Time: 2 days, 16:58:47
2023-07-24 15:32:12,024 semantic_segmentation INFO: Iters: 10250/150000 || Lr: 0.018766 || Task Loss: 1.2609 || KD Loss: 0.4978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:56 || Estimated Time: 2 days, 16:58:27
2023-07-24 15:32:28,552 semantic_segmentation INFO: Iters: 10260/150000 || Lr: 0.018765 || Task Loss: 0.5518 || KD Loss: 0.1733|| 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: 4:46:13 || Estimated Time: 2 days, 16:58:07
2023-07-24 15:32:44,960 semantic_segmentation INFO: Iters: 10270/150000 || Lr: 0.018763 || Task Loss: 1.2882 || KD Loss: 0.4847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:57:46
2023-07-24 15:33:01,546 semantic_segmentation INFO: Iters: 10280/150000 || Lr: 0.018762 || Task Loss: 1.0219 || KD Loss: 0.3805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:57:27
2023-07-24 15:33:17,967 semantic_segmentation INFO: Iters: 10290/150000 || Lr: 0.018761 || Task Loss: 0.8758 || KD Loss: 0.2881|| 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: 4:47:02 || Estimated Time: 2 days, 16:57:06
2023-07-24 15:33:34,496 semantic_segmentation INFO: Iters: 10300/150000 || Lr: 0.018760 || Task Loss: 0.4477 || KD Loss: 0.1358|| 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: 4:47:18 || Estimated Time: 2 days, 16:56:47
2023-07-24 15:33:50,975 semantic_segmentation INFO: Iters: 10310/150000 || Lr: 0.018759 || Task Loss: 0.6156 || KD Loss: 0.2136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:35 || Estimated Time: 2 days, 16:56:26
2023-07-24 15:34:07,422 semantic_segmentation INFO: Iters: 10320/150000 || Lr: 0.018757 || Task Loss: 0.6396 || KD Loss: 0.2597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:51 || Estimated Time: 2 days, 16:56:06
2023-07-24 15:34:23,869 semantic_segmentation INFO: Iters: 10330/150000 || Lr: 0.018756 || Task Loss: 0.7702 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:08 || Estimated Time: 2 days, 16:55:45
2023-07-24 15:34:40,260 semantic_segmentation INFO: Iters: 10340/150000 || Lr: 0.018755 || Task Loss: 0.6369 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:24 || Estimated Time: 2 days, 16:55:24
2023-07-24 15:34:56,755 semantic_segmentation INFO: Iters: 10350/150000 || Lr: 0.018754 || Task Loss: 0.5169 || KD Loss: 0.1474|| 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: 4:48:41 || Estimated Time: 2 days, 16:55:04
2023-07-24 15:35:13,233 semantic_segmentation INFO: Iters: 10360/150000 || Lr: 0.018753 || Task Loss: 0.7453 || KD Loss: 0.2488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:57 || Estimated Time: 2 days, 16:54:43
2023-07-24 15:35:29,737 semantic_segmentation INFO: Iters: 10370/150000 || Lr: 0.018751 || Task Loss: 0.5259 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:14 || Estimated Time: 2 days, 16:54:24
2023-07-24 15:35:46,289 semantic_segmentation INFO: Iters: 10380/150000 || Lr: 0.018750 || Task Loss: 0.6099 || KD Loss: 0.1820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:30 || Estimated Time: 2 days, 16:54:05
2023-07-24 15:36:02,697 semantic_segmentation INFO: Iters: 10390/150000 || Lr: 0.018749 || Task Loss: 1.0444 || KD Loss: 0.3555|| 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: 4:49:47 || Estimated Time: 2 days, 16:53:43
2023-07-24 15:36:19,113 semantic_segmentation INFO: Iters: 10400/150000 || Lr: 0.018748 || Task Loss: 0.4880 || KD Loss: 0.1355|| 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: 4:50:03 || Estimated Time: 2 days, 16:53:22
2023-07-24 15:36:19,229 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:36:19,698 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.087
2023-07-24 15:36:19,728 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.884, mIoU: 0.113
2023-07-24 15:36:19,740 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.903, mIoU: 0.128
2023-07-24 15:36:19,754 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.921, mIoU: 0.132
2023-07-24 15:36:19,767 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.904, mIoU: 0.196
2023-07-24 15:36:19,779 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.905, mIoU: 0.242
2023-07-24 15:36:19,793 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.276
2023-07-24 15:36:19,807 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.286
2023-07-24 15:36:19,819 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.325
2023-07-24 15:36:19,833 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.930, mIoU: 0.369
2023-07-24 15:36:19,847 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.371
2023-07-24 15:36:19,862 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.915, mIoU: 0.359
2023-07-24 15:36:19,875 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.894, mIoU: 0.370
2023-07-24 15:36:19,889 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.887, mIoU: 0.343
2023-07-24 15:36:19,904 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.889, mIoU: 0.338
2023-07-24 15:36:19,917 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.332
2023-07-24 15:36:19,929 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.883, mIoU: 0.328
2023-07-24 15:36:19,942 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.887, mIoU: 0.329
2023-07-24 15:36:19,956 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.888, mIoU: 0.332
2023-07-24 15:36:19,973 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.890, mIoU: 0.370
2023-07-24 15:36:19,987 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.895, mIoU: 0.370
2023-07-24 15:36:20,003 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.370
2023-07-24 15:36:20,017 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.399
2023-07-24 15:36:20,034 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.898, mIoU: 0.407
2023-07-24 15:36:20,050 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.409
2023-07-24 15:36:20,064 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.416
2023-07-24 15:36:20,079 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.419
2023-07-24 15:36:20,091 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.420
2023-07-24 15:36:20,107 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.899, mIoU: 0.407
2023-07-24 15:36:20,121 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.408
2023-07-24 15:36:20,136 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.408
2023-07-24 15:36:20,151 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.407
2023-07-24 15:36:20,166 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.420
2023-07-24 15:36:20,182 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.419
2023-07-24 15:36:20,197 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.442
2023-07-24 15:36:20,212 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.443
2023-07-24 15:36:20,224 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.447
2023-07-24 15:36:20,237 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.491
2023-07-24 15:36:20,253 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.477
2023-07-24 15:36:20,266 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.477
2023-07-24 15:36:20,279 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.904, mIoU: 0.502
2023-07-24 15:36:20,295 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.907, mIoU: 0.502
2023-07-24 15:36:20,309 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.905, mIoU: 0.495
2023-07-24 15:36:20,322 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.906, mIoU: 0.495
2023-07-24 15:36:20,338 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.906, mIoU: 0.496
2023-07-24 15:36:20,353 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.494
2023-07-24 15:36:20,366 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.906, mIoU: 0.502
2023-07-24 15:36:20,379 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.907, mIoU: 0.502
2023-07-24 15:36:20,393 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.907, mIoU: 0.505
2023-07-24 15:36:20,410 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-24 15:36:20,425 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.498
2023-07-24 15:36:20,441 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.498
2023-07-24 15:36:20,454 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.495
2023-07-24 15:36:20,469 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.496
2023-07-24 15:36:20,484 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.904, mIoU: 0.493
2023-07-24 15:36:20,497 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.493
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2023-07-24 15:36:26,154 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.888, mIoU: 0.522
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2023-07-24 15:36:26,278 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.889, mIoU: 0.524
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2023-07-24 15:36:26,304 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-24 15:36:26,319 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.889, mIoU: 0.525
2023-07-24 15:36:26,332 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.890, mIoU: 0.525
2023-07-24 15:36:26,347 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.890, mIoU: 0.527
2023-07-24 15:36:26,363 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.890, mIoU: 0.527
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2023-07-24 15:36:26,435 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.890, mIoU: 0.530
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2023-07-24 15:36:26,463 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-24 15:36:26,478 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.891, mIoU: 0.530
2023-07-24 15:36:26,489 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-24 15:36:26,504 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.891, mIoU: 0.531
2023-07-24 15:36:26,517 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.890, mIoU: 0.531
2023-07-24 15:36:26,532 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-24 15:36:26,546 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-24 15:36:26,561 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.891, mIoU: 0.534
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2023-07-24 15:36:26,584 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-24 15:36:26,598 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-24 15:36:26,613 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.891, mIoU: 0.536
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2023-07-24 15:36:26,639 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-24 15:36:26,653 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-24 15:36:26,668 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-24 15:36:26,684 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-24 15:36:26,698 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.892, mIoU: 0.538
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2023-07-24 15:36:26,723 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-24 15:36:26,738 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.892, mIoU: 0.539
2023-07-24 15:36:26,751 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-24 15:36:26,767 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.893, mIoU: 0.539
2023-07-24 15:36:26,783 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.893, mIoU: 0.539
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2023-07-24 15:36:26,812 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-24 15:36:26,825 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-24 15:36:26,840 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-24 15:36:26,856 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-24 15:36:26,871 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-24 15:36:26,886 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.892, mIoU: 0.536
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2023-07-24 15:36:26,913 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.892, mIoU: 0.536
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2023-07-24 15:36:26,986 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.892, mIoU: 0.537
2023-07-24 15:36:27,001 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.892, mIoU: 0.537
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2023-07-24 15:36:27,090 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.890, mIoU: 0.532
2023-07-24 15:36:27,105 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-24 15:36:27,118 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.891, mIoU: 0.533
2023-07-24 15:36:27,133 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.891, mIoU: 0.533
2023-07-24 15:36:27,148 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.891, mIoU: 0.532
2023-07-24 15:36:27,161 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.891, mIoU: 0.535
2023-07-24 15:36:27,176 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.891, mIoU: 0.534
2023-07-24 15:36:27,188 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-24 15:36:27,203 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.891, mIoU: 0.536
2023-07-24 15:36:27,216 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-24 15:36:27,227 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.890, mIoU: 0.537
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2023-07-24 15:36:27,394 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.891, mIoU: 0.537
2023-07-24 15:36:27,406 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,421 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,436 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,452 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,464 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,478 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,493 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,507 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,523 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.891, mIoU: 0.538
2023-07-24 15:36:27,536 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-24 15:36:27,551 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-24 15:36:27,567 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-24 15:36:27,583 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-24 15:36:27,596 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.891, mIoU: 0.540
2023-07-24 15:36:27,612 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-24 15:36:27,627 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-24 15:36:27,640 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.891, mIoU: 0.541
2023-07-24 15:36:27,654 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-24 15:36:27,669 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-24 15:36:27,683 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-24 15:36:27,698 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-24 15:36:27,710 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.892, mIoU: 0.541
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2023-07-24 15:36:27,767 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.892, mIoU: 0.541
2023-07-24 15:36:27,782 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-24 15:36:27,798 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.892, mIoU: 0.540
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2023-07-24 15:36:27,825 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.891, mIoU: 0.539
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2023-07-24 15:36:27,854 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.891, mIoU: 0.538
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2023-07-24 15:36:27,983 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-24 15:36:27,998 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-24 15:36:28,011 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.891, mIoU: 0.539
2023-07-24 15:36:28,027 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.892, mIoU: 0.540
2023-07-24 15:36:28,042 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.892, mIoU: 0.540
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2023-07-24 15:36:28,069 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.892, mIoU: 0.539
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2023-07-24 15:36:28,127 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.892, mIoU: 0.540
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2023-07-24 15:36:28,210 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-24 15:36:28,221 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-24 15:36:28,236 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.893, mIoU: 0.540
2023-07-24 15:36:28,250 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.893, mIoU: 0.541
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2023-07-24 15:36:28,338 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.893, mIoU: 0.542
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2023-07-24 15:36:29,005 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 15:36:29,020 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 15:36:29,035 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,048 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,061 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,074 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,089 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,103 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,115 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,129 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,144 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,158 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,170 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,182 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,189 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,203 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,218 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,232 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:29,246 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,260 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,275 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:29,291 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,306 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,318 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,333 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,347 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,361 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,376 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,388 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,401 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,414 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:29,427 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,440 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:29,453 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,466 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:29,480 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,496 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,508 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,522 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,535 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,547 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:29,562 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:29,577 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:29,592 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:29,607 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:29,621 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:29,637 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:29,649 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,665 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,679 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,695 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,710 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:29,725 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,740 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:29,752 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,765 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,778 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,793 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,809 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,822 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:29,835 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:29,849 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 15:36:29,863 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 15:36:29,877 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,891 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,906 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 15:36:29,919 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:29,933 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:29,946 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 15:36:29,959 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:29,974 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:29,988 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:30,003 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:30,016 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:30,031 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:30,046 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.895, mIoU: 0.549
2023-07-24 15:36:30,059 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 15:36:30,072 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.896, mIoU: 0.550
2023-07-24 15:36:30,087 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 15:36:30,103 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:30,118 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:30,133 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 15:36:30,145 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 15:36:30,158 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 15:36:30,173 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:30,186 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:30,200 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,217 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,230 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,245 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,259 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,274 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,289 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,303 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,315 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,330 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,345 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,358 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 15:36:30,373 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:30,387 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 15:36:30,400 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,413 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,427 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,442 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,458 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,471 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,485 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,497 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,513 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,525 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,539 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,553 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,568 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,580 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,595 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,611 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,626 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,641 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,654 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,666 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,680 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:30,693 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:30,706 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:30,718 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:30,734 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,747 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,760 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:30,774 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,790 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,807 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,824 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,837 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,850 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,865 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,880 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,895 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,909 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 15:36:30,922 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,934 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:30,945 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,960 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:30,975 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:30,989 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:31,002 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:31,013 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,026 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:31,040 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,054 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,067 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,081 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 15:36:31,094 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 15:36:31,109 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,121 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,136 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,149 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:31,163 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:31,178 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 15:36:31,190 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,205 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,220 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,235 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,249 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,264 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,279 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,293 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,307 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,322 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,336 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,349 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,362 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,375 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,391 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,404 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 15:36:31,420 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,435 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 15:36:31,446 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,460 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,475 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,490 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,503 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.552
2023-07-24 15:36:31,518 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,532 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,545 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,559 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 15:36:31,574 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:31,589 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:31,602 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:31,613 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:31,630 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:31,645 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:31,660 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:31,672 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:31,687 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:31,702 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:31,717 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:31,731 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:31,744 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:31,758 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:31,771 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:31,787 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:31,801 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:31,814 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,830 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,843 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,858 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-24 15:36:31,872 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-24 15:36:31,887 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.558
2023-07-24 15:36:31,901 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,915 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,930 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,944 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,960 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,975 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:31,990 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,005 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,016 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,030 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,043 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,058 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,073 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,089 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,102 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,117 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,131 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,145 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,160 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,175 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:32,188 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,203 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,217 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,232 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,244 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,259 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:32,273 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,289 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,302 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 15:36:32,316 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,331 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,344 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,358 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,373 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,385 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,399 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,412 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,426 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,441 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,456 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,470 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,485 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,500 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,512 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,525 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,540 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,553 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,566 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,581 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,596 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,611 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,627 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,640 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,653 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,669 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,684 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,697 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,712 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,725 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,741 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,754 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,770 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:32,785 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:32,800 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:32,809 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,826 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,842 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,855 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:32,869 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:32,883 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:32,898 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:32,910 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:32,925 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:32,939 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:32,954 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:32,969 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:32,983 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:33,000 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,015 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,028 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-24 15:36:33,043 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 15:36:33,057 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,071 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,084 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,099 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,114 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,129 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,136 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,149 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,162 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,174 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,185 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,200 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,214 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,228 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,240 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,253 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,267 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,278 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 15:36:33,293 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 15:36:33,305 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,320 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,335 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,349 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,364 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,376 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,388 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,403 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,418 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,433 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,448 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,460 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,471 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,482 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,494 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,506 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.896, mIoU: 0.558
2023-07-24 15:36:33,520 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,533 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,548 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,563 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,579 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,593 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,608 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,623 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:33,638 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,654 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,669 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-24 15:36:33,683 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:33,698 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:33,713 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:33,726 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,739 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-24 15:36:33,754 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,766 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,783 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,796 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,811 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,826 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,844 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,861 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,874 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,889 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,904 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,918 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,933 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:33,946 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,959 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,974 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:33,988 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:34,003 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:34,018 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:34,034 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-24 15:36:34,049 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-24 15:36:34,064 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,079 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,091 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,106 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,117 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,130 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,145 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 15:36:34,157 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:34,172 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 15:36:34,186 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,201 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,216 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,231 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,246 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,261 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,273 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,289 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,301 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,316 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,330 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,343 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,358 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,371 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,385 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,399 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,415 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:34,430 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:34,444 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:34,457 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:34,470 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 15:36:34,485 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,498 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,511 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,526 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,541 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,556 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,569 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 15:36:34,582 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,597 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,612 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,627 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,641 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,653 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,668 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,683 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,698 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,713 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,727 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,742 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,756 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,770 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 15:36:34,785 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:34,800 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.895, mIoU: 0.554
2023-07-24 15:36:34,815 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,829 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,842 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,857 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,873 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 15:36:34,888 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:34,900 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 15:36:34,915 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:34,929 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:34,945 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:34,958 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:34,972 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:34,987 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,001 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,016 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,031 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,046 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,059 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,074 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,090 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,103 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,118 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,131 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,140 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,155 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,170 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,183 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-24 15:36:35,198 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,213 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,225 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,238 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,253 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,268 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,282 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,300 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,315 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,331 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,346 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,359 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,373 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,388 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,403 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,416 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,429 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,445 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,459 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,474 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,489 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.894, mIoU: 0.553
2023-07-24 15:36:35,502 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,518 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,532 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,545 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,560 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,576 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,591 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.894, mIoU: 0.554
2023-07-24 15:36:35,606 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-24 15:36:35,619 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.894, mIoU: 0.555
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2023-07-24 15:36:35,768 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.893, mIoU: 0.552
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2023-07-24 15:36:35,797 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,807 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-24 15:36:35,820 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,836 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.893, mIoU: 0.552
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2023-07-24 15:36:35,900 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,915 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,929 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,943 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,958 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,972 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:35,987 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,000 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-24 15:36:36,013 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-24 15:36:36,027 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,041 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.893, mIoU: 0.552
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2023-07-24 15:36:36,071 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.893, mIoU: 0.553
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2023-07-24 15:36:36,097 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,112 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,124 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,138 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 15:36:36,152 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.892, mIoU: 0.550
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2023-07-24 15:36:36,180 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.893, mIoU: 0.551
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2023-07-24 15:36:36,234 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.892, mIoU: 0.551
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2023-07-24 15:36:36,260 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.892, mIoU: 0.550
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2023-07-24 15:36:36,292 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.892, mIoU: 0.550
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2023-07-24 15:36:36,359 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-24 15:36:36,374 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-24 15:36:36,386 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 15:36:36,401 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.892, mIoU: 0.550
2023-07-24 15:36:36,414 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.892, mIoU: 0.551
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2023-07-24 15:36:36,529 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.892, mIoU: 0.551
2023-07-24 15:36:36,544 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.892, mIoU: 0.551
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2023-07-24 15:36:36,640 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 15:36:36,655 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 15:36:36,670 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 15:36:36,685 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 15:36:36,697 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 15:36:36,712 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.891, mIoU: 0.550
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2023-07-24 15:36:37,109 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.891, mIoU: 0.547
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2023-07-24 15:36:37,250 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.890, mIoU: 0.545
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2023-07-24 15:36:37,278 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,293 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,307 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,322 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,336 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,351 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,364 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,377 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,392 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,404 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,418 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,433 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,447 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,462 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.890, mIoU: 0.544
2023-07-24 15:36:37,476 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.889, mIoU: 0.543
2023-07-24 15:36:37,491 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,505 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,519 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,534 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,549 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,565 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,579 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,594 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,609 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,622 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,635 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,650 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,665 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,677 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,692 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,707 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,721 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,735 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,750 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,764 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:37,779 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,792 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,804 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,817 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,829 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,842 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,856 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,871 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,884 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,897 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:37,912 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:37,923 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:37,937 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:37,952 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:37,967 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:37,982 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:37,996 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,009 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,023 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.890, mIoU: 0.545
2023-07-24 15:36:38,038 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,050 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,065 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,080 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,095 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,109 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,124 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,139 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,153 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,168 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,180 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,195 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,210 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,225 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,240 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:38,252 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:38,267 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 15:36:38,281 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 15:36:38,297 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 15:36:38,311 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 15:36:38,326 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:38,340 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:38,355 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 15:36:38,365 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,379 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,391 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,404 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.890, mIoU: 0.546
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2023-07-24 15:36:38,434 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,447 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.889, mIoU: 0.545
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2023-07-24 15:36:38,486 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,502 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,516 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,531 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,547 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,560 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,575 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,591 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,604 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 15:36:38,619 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,635 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,648 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,663 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,675 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,690 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,704 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,718 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,732 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,744 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,756 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,769 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:38,783 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,797 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,809 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,821 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,835 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,849 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,862 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,875 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,888 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,906 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,922 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,937 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,952 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,959 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.889, mIoU: 0.544
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2023-07-24 15:36:38,986 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:38,998 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:39,013 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:39,027 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 15:36:39,041 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:39,056 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 15:36:39,070 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 15:36:39,085 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 15:36:39,099 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 15:36:39,112 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.888, mIoU: 0.543
2023-07-24 15:36:39,126 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,142 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,156 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,171 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,185 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,201 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,214 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,227 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,242 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:39,257 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,270 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,283 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,298 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,313 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,328 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,343 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,358 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,373 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,388 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,400 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,415 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,428 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,443 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,461 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,476 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,491 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,503 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,518 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,532 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,547 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.887, mIoU: 0.540
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2023-07-24 15:36:39,632 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,644 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,659 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,673 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,687 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,702 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,717 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:39,731 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,740 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,755 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,768 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,783 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.887, mIoU: 0.539
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2023-07-24 15:36:39,814 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 15:36:39,829 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,840 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,849 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,865 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,880 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.540
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2023-07-24 15:36:39,908 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.540
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2023-07-24 15:36:39,938 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,951 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.540
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2023-07-24 15:36:39,980 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:39,993 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:40,007 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:40,019 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.887, mIoU: 0.539
2023-07-24 15:36:40,033 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,047 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,061 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,073 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,087 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,101 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.539
2023-07-24 15:36:40,116 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:40,131 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:40,143 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.540
2023-07-24 15:36:40,157 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:40,172 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.541
2023-07-24 15:36:40,189 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.888, mIoU: 0.542
2023-07-24 15:36:56,858 semantic_segmentation INFO: Iters: 10410/150000 || Lr: 0.018746 || Task Loss: 0.6342 || KD Loss: 0.1714|| 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: 4:50:41 || Estimated Time: 2 days, 16:57:48
2023-07-24 15:37:13,219 semantic_segmentation INFO: Iters: 10420/150000 || Lr: 0.018745 || Task Loss: 0.7744 || KD Loss: 0.3117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:57 || Estimated Time: 2 days, 16:57:25
2023-07-24 15:37:29,823 semantic_segmentation INFO: Iters: 10430/150000 || Lr: 0.018744 || Task Loss: 0.9186 || KD Loss: 0.2675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:14 || Estimated Time: 2 days, 16:57:06
2023-07-24 15:37:46,197 semantic_segmentation INFO: Iters: 10440/150000 || Lr: 0.018743 || Task Loss: 0.6706 || KD Loss: 0.2571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:30 || Estimated Time: 2 days, 16:56:45
2023-07-24 15:38:02,763 semantic_segmentation INFO: Iters: 10450/150000 || Lr: 0.018742 || Task Loss: 0.7355 || KD Loss: 0.3120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2927|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:47 || Estimated Time: 2 days, 16:56:26
2023-07-24 15:38:19,181 semantic_segmentation INFO: Iters: 10460/150000 || Lr: 0.018740 || Task Loss: 0.5223 || KD Loss: 0.1509|| 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: 4:52:03 || Estimated Time: 2 days, 16:56:05
2023-07-24 15:38:35,757 semantic_segmentation INFO: Iters: 10470/150000 || Lr: 0.018739 || Task Loss: 0.3741 || KD Loss: 0.1097|| 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: 4:52:20 || Estimated Time: 2 days, 16:55:45
2023-07-24 15:38:52,264 semantic_segmentation INFO: Iters: 10480/150000 || Lr: 0.018738 || Task Loss: 0.7938 || KD Loss: 0.2359|| 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: 4:52:36 || Estimated Time: 2 days, 16:55:25
2023-07-24 15:39:08,743 semantic_segmentation INFO: Iters: 10490/150000 || Lr: 0.018737 || Task Loss: 0.7934 || KD Loss: 0.2877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:53 || Estimated Time: 2 days, 16:55:05
2023-07-24 15:39:25,310 semantic_segmentation INFO: Iters: 10500/150000 || Lr: 0.018736 || Task Loss: 0.6071 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:09 || Estimated Time: 2 days, 16:54:45
2023-07-24 15:39:41,885 semantic_segmentation INFO: Iters: 10510/150000 || Lr: 0.018734 || Task Loss: 0.8135 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:26 || Estimated Time: 2 days, 16:54:26
2023-07-24 15:39:58,304 semantic_segmentation INFO: Iters: 10520/150000 || Lr: 0.018733 || Task Loss: 0.7261 || KD Loss: 0.2851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:42 || Estimated Time: 2 days, 16:54:06
2023-07-24 15:40:14,893 semantic_segmentation INFO: Iters: 10530/150000 || Lr: 0.018732 || Task Loss: 0.9909 || KD Loss: 0.4157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:59 || Estimated Time: 2 days, 16:53:46
2023-07-24 15:40:31,731 semantic_segmentation INFO: Iters: 10540/150000 || Lr: 0.018731 || Task Loss: 0.5918 || KD Loss: 0.1803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:16 || Estimated Time: 2 days, 16:53:31
2023-07-24 15:40:48,266 semantic_segmentation INFO: Iters: 10550/150000 || Lr: 0.018730 || Task Loss: 0.5337 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:53:11
2023-07-24 15:41:04,663 semantic_segmentation INFO: Iters: 10560/150000 || Lr: 0.018728 || Task Loss: 0.9932 || KD Loss: 0.3882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2901|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:49 || Estimated Time: 2 days, 16:52:50
2023-07-24 15:41:21,176 semantic_segmentation INFO: Iters: 10570/150000 || Lr: 0.018727 || Task Loss: 0.9224 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2792|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:05 || Estimated Time: 2 days, 16:52:30
2023-07-24 15:41:37,630 semantic_segmentation INFO: Iters: 10580/150000 || Lr: 0.018726 || Task Loss: 0.6788 || KD Loss: 0.2481|| 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: 4:55:22 || Estimated Time: 2 days, 16:52:10
2023-07-24 15:41:54,212 semantic_segmentation INFO: Iters: 10590/150000 || Lr: 0.018725 || Task Loss: 1.0806 || KD Loss: 0.3583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:38 || Estimated Time: 2 days, 16:51:50
2023-07-24 15:42:10,790 semantic_segmentation INFO: Iters: 10600/150000 || Lr: 0.018724 || Task Loss: 0.5845 || KD Loss: 0.1679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:55 || Estimated Time: 2 days, 16:51:31
2023-07-24 15:42:27,186 semantic_segmentation INFO: Iters: 10610/150000 || Lr: 0.018722 || Task Loss: 1.1145 || KD Loss: 0.4317|| 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: 4:56:11 || Estimated Time: 2 days, 16:51:10
2023-07-24 15:42:43,624 semantic_segmentation INFO: Iters: 10620/150000 || Lr: 0.018721 || Task Loss: 0.7125 || KD Loss: 0.3168|| 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: 4:56:28 || Estimated Time: 2 days, 16:50:49
2023-07-24 15:43:00,170 semantic_segmentation INFO: Iters: 10630/150000 || Lr: 0.018720 || Task Loss: 0.5726 || KD Loss: 0.1908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:44 || Estimated Time: 2 days, 16:50:29
2023-07-24 15:43:16,735 semantic_segmentation INFO: Iters: 10640/150000 || Lr: 0.018719 || Task Loss: 0.9691 || KD Loss: 0.4434|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:01 || Estimated Time: 2 days, 16:50:10
2023-07-24 15:43:33,132 semantic_segmentation INFO: Iters: 10650/150000 || Lr: 0.018717 || Task Loss: 0.5651 || KD Loss: 0.1511|| 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: 4:57:17 || Estimated Time: 2 days, 16:49:49
2023-07-24 15:43:49,699 semantic_segmentation INFO: Iters: 10660/150000 || Lr: 0.018716 || Task Loss: 0.5225 || KD Loss: 0.1751|| 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: 4:57:34 || Estimated Time: 2 days, 16:49:30
2023-07-24 15:44:06,296 semantic_segmentation INFO: Iters: 10670/150000 || Lr: 0.018715 || Task Loss: 0.7520 || KD Loss: 0.2028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:50 || Estimated Time: 2 days, 16:49:12
2023-07-24 15:44:22,865 semantic_segmentation INFO: Iters: 10680/150000 || Lr: 0.018714 || Task Loss: 0.7472 || KD Loss: 0.2836|| 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: 4:58:07 || Estimated Time: 2 days, 16:48:52
2023-07-24 15:44:39,262 semantic_segmentation INFO: Iters: 10690/150000 || Lr: 0.018713 || Task Loss: 0.5833 || KD Loss: 0.1798|| 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: 4:58:23 || Estimated Time: 2 days, 16:48:31
2023-07-24 15:44:55,727 semantic_segmentation INFO: Iters: 10700/150000 || Lr: 0.018711 || Task Loss: 0.5030 || KD Loss: 0.1626|| 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: 4:58:40 || Estimated Time: 2 days, 16:48:10
2023-07-24 15:45:12,210 semantic_segmentation INFO: Iters: 10710/150000 || Lr: 0.018710 || Task Loss: 0.6567 || KD Loss: 0.1780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:56 || Estimated Time: 2 days, 16:47:50
2023-07-24 15:45:28,625 semantic_segmentation INFO: Iters: 10720/150000 || Lr: 0.018709 || Task Loss: 0.9673 || KD Loss: 0.3230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:13 || Estimated Time: 2 days, 16:47:30
2023-07-24 15:45:45,195 semantic_segmentation INFO: Iters: 10730/150000 || Lr: 0.018708 || Task Loss: 0.7375 || KD Loss: 0.2702|| 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: 4:59:29 || Estimated Time: 2 days, 16:47:10
2023-07-24 15:46:01,697 semantic_segmentation INFO: Iters: 10740/150000 || Lr: 0.018707 || Task Loss: 0.6108 || KD Loss: 0.1854|| 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: 4:59:46 || Estimated Time: 2 days, 16:46:50
2023-07-24 15:46:18,161 semantic_segmentation INFO: Iters: 10750/150000 || Lr: 0.018705 || Task Loss: 0.7832 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:46:30
2023-07-24 15:46:34,563 semantic_segmentation INFO: Iters: 10760/150000 || Lr: 0.018704 || Task Loss: 0.5940 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:46:08
2023-07-24 15:46:51,155 semantic_segmentation INFO: Iters: 10770/150000 || Lr: 0.018703 || Task Loss: 0.6658 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:35 || Estimated Time: 2 days, 16:45:50
2023-07-24 15:47:07,543 semantic_segmentation INFO: Iters: 10780/150000 || Lr: 0.018702 || Task Loss: 0.4086 || KD Loss: 0.0992|| 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: 5:00:52 || Estimated Time: 2 days, 16:45:28
2023-07-24 15:47:24,140 semantic_segmentation INFO: Iters: 10790/150000 || Lr: 0.018701 || Task Loss: 0.7744 || KD Loss: 0.3075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:08 || Estimated Time: 2 days, 16:45:10
2023-07-24 15:47:40,735 semantic_segmentation INFO: Iters: 10800/150000 || Lr: 0.018699 || Task Loss: 0.7575 || KD Loss: 0.2889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:25 || Estimated Time: 2 days, 16:44:51
2023-07-24 15:47:57,067 semantic_segmentation INFO: Iters: 10810/150000 || Lr: 0.018698 || Task Loss: 0.6247 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:41 || Estimated Time: 2 days, 16:44:29
2023-07-24 15:48:13,649 semantic_segmentation INFO: Iters: 10820/150000 || Lr: 0.018697 || Task Loss: 1.0799 || KD Loss: 0.4006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2940|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:58 || Estimated Time: 2 days, 16:44:10
2023-07-24 15:48:30,070 semantic_segmentation INFO: Iters: 10830/150000 || Lr: 0.018696 || Task Loss: 0.7532 || KD Loss: 0.3165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:14 || Estimated Time: 2 days, 16:43:49
2023-07-24 15:48:46,657 semantic_segmentation INFO: Iters: 10840/150000 || Lr: 0.018694 || Task Loss: 0.8432 || KD Loss: 0.3131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:31 || Estimated Time: 2 days, 16:43:31
2023-07-24 15:49:03,048 semantic_segmentation INFO: Iters: 10850/150000 || Lr: 0.018693 || Task Loss: 0.5999 || KD Loss: 0.1898|| 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: 5:02:47 || Estimated Time: 2 days, 16:43:09
2023-07-24 15:49:19,632 semantic_segmentation INFO: Iters: 10860/150000 || Lr: 0.018692 || Task Loss: 0.7745 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:04 || Estimated Time: 2 days, 16:42:51
2023-07-24 15:49:36,016 semantic_segmentation INFO: Iters: 10870/150000 || Lr: 0.018691 || Task Loss: 0.6459 || KD Loss: 0.2354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:20 || Estimated Time: 2 days, 16:42:29
2023-07-24 15:49:52,574 semantic_segmentation INFO: Iters: 10880/150000 || Lr: 0.018690 || Task Loss: 0.4786 || KD Loss: 0.1573|| 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: 5:03:37 || Estimated Time: 2 days, 16:42:10
2023-07-24 15:50:08,991 semantic_segmentation INFO: Iters: 10890/150000 || Lr: 0.018688 || Task Loss: 0.7090 || KD Loss: 0.2387|| 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: 5:03:53 || Estimated Time: 2 days, 16:41:49
2023-07-24 15:50:25,372 semantic_segmentation INFO: Iters: 10900/150000 || Lr: 0.018687 || Task Loss: 0.6550 || KD Loss: 0.2127|| 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: 5:04:09 || Estimated Time: 2 days, 16:41:28
2023-07-24 15:50:41,937 semantic_segmentation INFO: Iters: 10910/150000 || Lr: 0.018686 || Task Loss: 1.0870 || KD Loss: 0.4399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:26 || Estimated Time: 2 days, 16:41:09
2023-07-24 15:50:58,332 semantic_segmentation INFO: Iters: 10920/150000 || Lr: 0.018685 || Task Loss: 0.4911 || KD Loss: 0.1599|| 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: 5:04:42 || Estimated Time: 2 days, 16:40:48
2023-07-24 15:51:15,653 semantic_segmentation INFO: Iters: 10930/150000 || Lr: 0.018684 || Task Loss: 0.9707 || KD Loss: 0.4191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:00 || Estimated Time: 2 days, 16:40:38
2023-07-24 15:51:32,844 semantic_segmentation INFO: Iters: 10940/150000 || Lr: 0.018682 || Task Loss: 0.8899 || KD Loss: 0.3458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:17 || Estimated Time: 2 days, 16:40:27
2023-07-24 15:51:49,224 semantic_segmentation INFO: Iters: 10950/150000 || Lr: 0.018681 || Task Loss: 1.0802 || KD Loss: 0.3988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:40:06
2023-07-24 15:52:05,653 semantic_segmentation INFO: Iters: 10960/150000 || Lr: 0.018680 || Task Loss: 0.4971 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:39:45
2023-07-24 15:52:22,306 semantic_segmentation INFO: Iters: 10970/150000 || Lr: 0.018679 || Task Loss: 0.8058 || KD Loss: 0.3040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:06 || Estimated Time: 2 days, 16:39:27
2023-07-24 15:52:38,682 semantic_segmentation INFO: Iters: 10980/150000 || Lr: 0.018678 || Task Loss: 0.7182 || KD Loss: 0.2614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:23 || Estimated Time: 2 days, 16:39:06
2023-07-24 15:52:55,089 semantic_segmentation INFO: Iters: 10990/150000 || Lr: 0.018676 || Task Loss: 0.6189 || KD Loss: 0.1793|| 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: 5:06:39 || Estimated Time: 2 days, 16:38:45
2023-07-24 15:53:11,531 semantic_segmentation INFO: Iters: 11000/150000 || Lr: 0.018675 || Task Loss: 0.6868 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:56 || Estimated Time: 2 days, 16:38:24
2023-07-24 15:53:28,024 semantic_segmentation INFO: Iters: 11010/150000 || Lr: 0.018674 || Task Loss: 0.5978 || KD Loss: 0.1645|| 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: 5:07:12 || Estimated Time: 2 days, 16:38:04
2023-07-24 15:53:44,440 semantic_segmentation INFO: Iters: 11020/150000 || Lr: 0.018673 || Task Loss: 0.9646 || KD Loss: 0.3326|| 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: 5:07:28 || Estimated Time: 2 days, 16:37:44
2023-07-24 15:54:01,021 semantic_segmentation INFO: Iters: 11030/150000 || Lr: 0.018672 || Task Loss: 0.9826 || KD Loss: 0.3637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:45 || Estimated Time: 2 days, 16:37:25
2023-07-24 15:54:17,392 semantic_segmentation INFO: Iters: 11040/150000 || Lr: 0.018670 || Task Loss: 0.7655 || KD Loss: 0.2506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:01 || Estimated Time: 2 days, 16:37:04
2023-07-24 15:54:33,799 semantic_segmentation INFO: Iters: 11050/150000 || Lr: 0.018669 || Task Loss: 0.8933 || KD Loss: 0.2781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:18 || Estimated Time: 2 days, 16:36:43
2023-07-24 15:54:50,385 semantic_segmentation INFO: Iters: 11060/150000 || Lr: 0.018668 || Task Loss: 1.2096 || KD Loss: 0.4531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:34 || Estimated Time: 2 days, 16:36:24
2023-07-24 15:55:06,755 semantic_segmentation INFO: Iters: 11070/150000 || Lr: 0.018667 || Task Loss: 0.6238 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:51 || Estimated Time: 2 days, 16:36:03
2023-07-24 15:55:23,333 semantic_segmentation INFO: Iters: 11080/150000 || Lr: 0.018665 || Task Loss: 0.6721 || KD Loss: 0.2598|| 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: 5:09:07 || Estimated Time: 2 days, 16:35:44
2023-07-24 15:55:39,719 semantic_segmentation INFO: Iters: 11090/150000 || Lr: 0.018664 || Task Loss: 0.7719 || KD Loss: 0.1874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:24 || Estimated Time: 2 days, 16:35:23
2023-07-24 15:55:56,119 semantic_segmentation INFO: Iters: 11100/150000 || Lr: 0.018663 || Task Loss: 0.5884 || KD Loss: 0.1902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:09:40 || Estimated Time: 2 days, 16:35:02
2023-07-24 15:56:12,714 semantic_segmentation INFO: Iters: 11110/150000 || Lr: 0.018662 || Task Loss: 0.7857 || KD Loss: 0.2967|| 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: 5:09:57 || Estimated Time: 2 days, 16:34:43
2023-07-24 15:56:29,090 semantic_segmentation INFO: Iters: 11120/150000 || Lr: 0.018661 || Task Loss: 0.8718 || KD Loss: 0.4190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:13 || Estimated Time: 2 days, 16:34:22
2023-07-24 15:56:45,465 semantic_segmentation INFO: Iters: 11130/150000 || Lr: 0.018659 || Task Loss: 0.8535 || KD Loss: 0.3475|| 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: 5:10:29 || Estimated Time: 2 days, 16:34:00
2023-07-24 15:57:01,841 semantic_segmentation INFO: Iters: 11140/150000 || Lr: 0.018658 || Task Loss: 1.1607 || KD Loss: 0.5160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:46 || Estimated Time: 2 days, 16:33:39
2023-07-24 15:57:18,246 semantic_segmentation INFO: Iters: 11150/150000 || Lr: 0.018657 || Task Loss: 0.6828 || KD Loss: 0.2724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:02 || Estimated Time: 2 days, 16:33:18
2023-07-24 15:57:34,598 semantic_segmentation INFO: Iters: 11160/150000 || Lr: 0.018656 || Task Loss: 0.6549 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:19 || Estimated Time: 2 days, 16:32:57
2023-07-24 15:57:51,009 semantic_segmentation INFO: Iters: 11170/150000 || Lr: 0.018655 || Task Loss: 0.5560 || KD Loss: 0.1503|| 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: 5:11:35 || Estimated Time: 2 days, 16:32:36
2023-07-24 15:58:07,372 semantic_segmentation INFO: Iters: 11180/150000 || Lr: 0.018653 || Task Loss: 0.6961 || KD Loss: 0.2309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:51 || Estimated Time: 2 days, 16:32:15
2023-07-24 15:58:23,777 semantic_segmentation INFO: Iters: 11190/150000 || Lr: 0.018652 || Task Loss: 0.4411 || KD Loss: 0.1281|| 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: 5:12:08 || Estimated Time: 2 days, 16:31:54
2023-07-24 15:58:40,256 semantic_segmentation INFO: Iters: 11200/150000 || Lr: 0.018651 || Task Loss: 0.5826 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:24 || Estimated Time: 2 days, 16:31:34
2023-07-24 15:58:40,370 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 15:58:40,823 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.088
2023-07-24 15:58:40,848 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.127
2023-07-24 15:58:40,861 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.129
2023-07-24 15:58:40,875 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.129
2023-07-24 15:58:40,888 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.915, mIoU: 0.183
2023-07-24 15:58:40,900 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.873, mIoU: 0.184
2023-07-24 15:58:40,914 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.866, mIoU: 0.208
2023-07-24 15:58:40,928 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.882, mIoU: 0.221
2023-07-24 15:58:40,940 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.884, mIoU: 0.238
2023-07-24 15:58:40,954 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.884, mIoU: 0.251
2023-07-24 15:58:40,968 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.872, mIoU: 0.259
2023-07-24 15:58:40,982 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.883, mIoU: 0.303
2023-07-24 15:58:40,994 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.850, mIoU: 0.263
2023-07-24 15:58:41,009 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.854, mIoU: 0.259
2023-07-24 15:58:41,022 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.859, mIoU: 0.260
2023-07-24 15:58:41,035 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.258
2023-07-24 15:58:41,046 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.864, mIoU: 0.257
2023-07-24 15:58:41,058 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.861, mIoU: 0.253
2023-07-24 15:58:41,072 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.865, mIoU: 0.264
2023-07-24 15:58:41,088 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.868, mIoU: 0.303
2023-07-24 15:58:41,102 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.868, mIoU: 0.323
2023-07-24 15:58:41,117 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.871, mIoU: 0.331
2023-07-24 15:58:41,131 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.866, mIoU: 0.365
2023-07-24 15:58:41,146 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.871, mIoU: 0.379
2023-07-24 15:58:41,161 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.874, mIoU: 0.383
2023-07-24 15:58:41,175 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.873, mIoU: 0.390
2023-07-24 15:58:41,189 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.876, mIoU: 0.391
2023-07-24 15:58:41,200 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.879, mIoU: 0.391
2023-07-24 15:58:41,214 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.875, mIoU: 0.383
2023-07-24 15:58:41,228 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.880, mIoU: 0.384
2023-07-24 15:58:41,242 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.883, mIoU: 0.392
2023-07-24 15:58:41,259 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.886, mIoU: 0.391
2023-07-24 15:58:41,275 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.888, mIoU: 0.399
2023-07-24 15:58:41,290 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.888, mIoU: 0.393
2023-07-24 15:58:41,305 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.888, mIoU: 0.403
2023-07-24 15:58:41,321 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.890, mIoU: 0.403
2023-07-24 15:58:41,334 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.892, mIoU: 0.405
2023-07-24 15:58:41,347 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.895, mIoU: 0.446
2023-07-24 15:58:41,363 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.459
2023-07-24 15:58:41,376 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.897, mIoU: 0.458
2023-07-24 15:58:41,389 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.890, mIoU: 0.479
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2023-07-24 15:58:41,419 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.890, mIoU: 0.477
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2023-07-24 15:58:41,501 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.488
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2023-07-24 15:58:41,635 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.898, mIoU: 0.479
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2023-07-24 15:58:41,722 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.895, mIoU: 0.509
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2023-07-24 15:58:42,011 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.542
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2023-07-24 15:58:46,839 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.889, mIoU: 0.546
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2023-07-24 15:58:46,894 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.889, mIoU: 0.550
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2023-07-24 15:58:46,936 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-24 15:58:47,112 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 15:58:47,126 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.891, mIoU: 0.553
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2023-07-24 15:58:47,153 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 15:58:47,169 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 15:58:47,184 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 15:58:47,198 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 15:58:47,213 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 15:58:47,225 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.889, mIoU: 0.550
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2023-07-24 15:58:47,253 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 15:58:47,263 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.890, mIoU: 0.550
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2023-07-24 15:58:47,410 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.890, mIoU: 0.552
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2023-07-24 15:58:47,540 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.891, mIoU: 0.558
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2023-07-24 15:58:47,568 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 15:58:47,584 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.892, mIoU: 0.558
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2023-07-24 15:58:47,651 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 15:58:47,666 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.892, mIoU: 0.562
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2023-07-24 15:58:47,688 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.893, mIoU: 0.562
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2023-07-24 15:58:47,717 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.893, mIoU: 0.564
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2023-07-24 15:58:47,742 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.893, mIoU: 0.564
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2023-07-24 15:58:47,911 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 15:58:47,924 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 15:58:47,939 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 15:58:47,986 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 15:58:48,000 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 15:58:48,027 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 15:58:48,055 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 15:58:48,085 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-24 15:58:48,100 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-24 15:58:48,115 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 15:58:48,127 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 15:58:48,141 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 15:58:48,156 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 15:58:48,170 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 15:58:48,184 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 15:58:48,199 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 15:58:48,212 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 15:58:48,226 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-24 15:58:48,241 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 15:58:48,253 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,268 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,279 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,294 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,306 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,318 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.895, mIoU: 0.585
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2023-07-24 15:58:48,345 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 15:58:48,361 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,377 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 15:58:48,392 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 15:58:48,400 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 15:58:48,414 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 15:58:48,430 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,445 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,459 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,474 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,487 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,501 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 15:58:48,515 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,530 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,545 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,557 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,570 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,584 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,598 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 15:58:48,613 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 15:58:48,626 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-24 15:58:48,641 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-24 15:58:48,656 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-24 15:58:48,672 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-24 15:58:48,685 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-24 15:58:48,701 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.579
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2023-07-24 15:58:48,858 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-24 15:58:48,872 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-24 15:58:48,993 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-24 15:58:49,433 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.580
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2023-07-24 15:58:49,463 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,478 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-24 15:58:49,492 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 15:58:49,506 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 15:58:49,522 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-24 15:58:49,537 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,552 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,566 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,581 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,595 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,610 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,625 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,641 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,655 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,670 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 15:58:49,684 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 15:58:49,697 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 15:58:49,711 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-24 15:58:49,725 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 15:58:49,739 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 15:58:49,756 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 15:58:49,770 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 15:58:49,785 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 15:58:49,794 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 15:58:49,807 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 15:58:49,821 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 15:58:49,834 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 15:58:49,848 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-24 15:58:49,861 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-24 15:58:49,874 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-24 15:58:49,889 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-24 15:58:49,905 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-24 15:58:49,919 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-24 15:58:49,934 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:49,947 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:49,961 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:49,974 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:49,988 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,003 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,017 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,032 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,047 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,062 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 15:58:50,075 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,090 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 15:58:50,104 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,117 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,130 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,144 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,159 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,175 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,188 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,202 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 15:58:50,218 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 15:58:50,232 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,245 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,258 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,265 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,280 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,295 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,309 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,325 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,340 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 15:58:50,354 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,369 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,384 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,397 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,413 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 15:58:50,426 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:50,441 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:58:50,455 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:50,467 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:50,479 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:50,492 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:50,506 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:58:50,518 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:58:50,531 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:58:50,544 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:58:50,558 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-24 15:58:50,573 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-24 15:58:50,584 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-24 15:58:50,597 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,610 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,621 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,636 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,650 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,664 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,679 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,694 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,710 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:50,723 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:50,738 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:50,753 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:50,770 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:50,786 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:50,801 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:50,816 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:50,830 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:50,844 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:50,856 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,871 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,887 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:50,900 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:50,912 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:50,927 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:50,940 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:50,955 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,969 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:50,984 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:50,996 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:51,010 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:51,023 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:51,036 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,051 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,065 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,081 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,093 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,108 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,124 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,136 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,149 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,165 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:51,180 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:51,195 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,209 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,221 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:51,234 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:51,249 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:51,262 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:51,277 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:51,294 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:51,307 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,322 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,336 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,351 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,366 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,379 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,393 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,409 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,424 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,437 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,452 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,467 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,481 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,493 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 15:58:51,508 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,523 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,539 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,551 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,565 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,577 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,592 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,604 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,617 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:51,631 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,645 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,657 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,672 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,687 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,701 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,716 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,729 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,741 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,755 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:51,768 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:51,780 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:51,792 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:51,807 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,820 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,833 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,847 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,862 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,876 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:51,891 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,904 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,917 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,931 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,946 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:51,961 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,976 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:51,988 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,001 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,012 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,027 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,042 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,056 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,071 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,081 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,094 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,109 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,123 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,136 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 15:58:52,151 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 15:58:52,164 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,179 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 15:58:52,192 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 15:58:52,207 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 15:58:52,220 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,234 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,248 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 15:58:52,261 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,276 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 15:58:52,291 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,306 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,321 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 15:58:52,336 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,350 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,365 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,379 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,394 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,410 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,424 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,437 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,450 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,466 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,479 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,496 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,510 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,523 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,537 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,553 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,568 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,581 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,596 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,611 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 15:58:52,624 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,638 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,653 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:52,668 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,680 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,692 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:52,708 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:58:52,723 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:52,737 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:52,750 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:58:52,765 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:52,779 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:52,794 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:52,809 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,822 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:52,836 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,849 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,864 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,877 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:52,890 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:52,905 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:52,918 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:52,933 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:52,947 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:52,962 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:52,977 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:52,992 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,006 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,019 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,035 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,049 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,065 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,079 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,090 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,104 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,116 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,131 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,145 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,161 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,173 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,188 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,203 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,216 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,232 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,247 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,260 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,274 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,289 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,303 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,316 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,332 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,347 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,362 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:53,375 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:53,389 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-24 15:58:53,404 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-24 15:58:53,417 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.902, mIoU: 0.598
2023-07-24 15:58:53,433 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,448 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:53,461 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:53,475 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:53,488 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,502 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,517 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:53,532 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:53,547 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:53,563 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:53,578 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:53,591 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:53,605 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 15:58:53,620 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:53,633 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:53,646 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:53,662 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:53,682 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,697 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,713 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,726 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,739 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,754 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,769 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,782 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:53,796 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,809 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,824 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,838 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,853 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,868 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,882 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,892 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,908 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,922 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,935 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,950 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,965 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,980 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:53,993 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:54,009 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:54,024 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:54,040 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:54,055 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 15:58:54,070 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:54,086 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:54,102 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 15:58:54,116 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 15:58:54,131 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 15:58:54,146 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 15:58:54,159 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:54,172 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:54,186 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,201 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,215 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,222 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,236 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,248 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,260 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,271 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,285 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,299 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,313 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,325 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,338 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,353 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,364 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,379 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,392 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,407 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,422 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,437 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,453 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:54,465 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:54,478 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:54,493 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,508 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,523 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:54,538 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,550 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,562 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,573 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,586 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,597 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,612 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,624 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,639 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:54,654 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,670 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,684 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,699 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,713 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,728 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,744 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,757 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,772 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,787 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,802 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:54,815 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,829 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,844 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,856 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,872 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 15:58:54,885 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 15:58:54,900 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,915 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,932 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,947 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,960 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,975 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:54,990 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 15:58:55,005 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,020 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,033 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,045 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,060 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,075 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 15:58:55,090 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 15:58:55,105 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 15:58:55,120 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 15:58:55,135 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 15:58:55,150 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,164 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,177 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,192 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,202 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,215 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:55,229 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:55,242 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,257 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,271 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 15:58:55,286 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,301 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,316 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 15:58:55,332 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 15:58:55,346 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,359 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,375 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,387 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,402 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,416 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,429 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,444 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,458 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,474 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,489 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,503 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,518 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,533 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,545 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,558 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 15:58:55,572 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,586 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,600 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,615 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,630 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,645 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,658 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,671 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,686 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,702 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,717 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,730 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,743 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,757 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,772 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,787 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,801 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.593
2023-07-24 15:58:55,816 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,831 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,845 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,860 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,875 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 15:58:55,890 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,904 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:55,919 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:55,932 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:55,947 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:55,962 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:55,977 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:55,990 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 15:58:56,004 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,019 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,035 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,048 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,063 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,077 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,091 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,106 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,121 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,136 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,148 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:56,164 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 15:58:56,179 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,192 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,207 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,220 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,229 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,244 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,259 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,272 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 15:58:56,288 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,302 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,316 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,329 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,344 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,359 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 15:58:56,374 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,391 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,405 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,422 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,437 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,450 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,466 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,482 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,497 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,510 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,523 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,537 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,552 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,566 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,580 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,593 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,608 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,622 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,635 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,650 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,665 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,679 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,694 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:56,707 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:56,722 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:56,736 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:56,751 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,766 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,778 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,794 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,806 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,820 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,832 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,847 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,862 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:56,877 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:56,892 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,903 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,916 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,932 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,948 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,961 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,976 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:56,992 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,007 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,020 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,034 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,049 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,062 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,077 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,090 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:57,102 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:57,117 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.901, mIoU: 0.596
2023-07-24 15:58:57,131 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,146 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,160 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,173 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,188 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,202 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,214 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,229 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,243 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,258 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,272 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,284 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,298 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,312 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,327 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,340 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,353 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,368 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,384 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,397 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,409 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,424 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,440 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,454 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.901, mIoU: 0.598
2023-07-24 15:58:57,469 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,483 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 15:58:57,499 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,514 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,527 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,541 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,556 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,571 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,586 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,601 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,615 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,629 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,643 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,655 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,669 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,684 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,699 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,711 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,726 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,736 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,750 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,765 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,780 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,792 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,806 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,822 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,836 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,848 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,863 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,878 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,889 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,904 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,919 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-24 15:58:57,935 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,948 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,960 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,975 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:57,989 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:58,005 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:58,017 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:58,033 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:58,046 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:58,059 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 15:58:58,073 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:58,088 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:58,102 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 15:58:58,117 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,133 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,145 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,160 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,174 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,188 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,203 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,215 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,228 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,243 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,259 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,275 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,289 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,303 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,319 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,335 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,348 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,360 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,375 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,389 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,404 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,418 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,433 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,449 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,462 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,476 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,491 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,504 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,519 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,535 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,549 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,564 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,578 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:58:58,593 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-24 15:58:58,607 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.595
2023-07-24 15:58:58,621 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,635 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,650 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,665 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,679 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,694 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,709 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,721 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,734 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,749 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,763 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,776 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,790 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,805 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,820 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,834 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,848 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,863 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,877 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,890 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,902 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 15:58:58,915 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,928 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,941 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,956 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,970 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,983 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:58,995 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,010 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,021 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,034 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,049 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,064 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,079 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,094 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,107 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,122 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,137 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,150 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,166 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,181 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,196 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,209 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,224 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,240 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 15:58:59,254 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,269 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,281 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,295 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,309 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,324 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,338 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,350 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,365 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,379 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,393 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,408 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,422 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,437 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,452 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,461 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,475 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,488 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.899, mIoU: 0.597
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2023-07-24 15:58:59,536 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,551 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 15:58:59,563 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,576 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,589 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,604 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,618 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,632 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.899, mIoU: 0.598
2023-07-24 15:58:59,647 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.899, mIoU: 0.598
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2023-07-24 15:58:59,758 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.899, mIoU: 0.598
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2023-07-24 15:58:59,896 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.899, mIoU: 0.597
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2023-07-24 15:58:59,979 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:58:59,994 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.899, mIoU: 0.596
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2023-07-24 15:59:00,055 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.596
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2023-07-24 15:59:00,147 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.595
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2023-07-24 15:59:00,467 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.592
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2023-07-24 15:59:00,536 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,551 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,566 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,580 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,595 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,607 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,621 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,635 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,650 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,663 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,678 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,692 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,706 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,719 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,733 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,746 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,761 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,775 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,789 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,804 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,818 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,832 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,841 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,855 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,868 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,882 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 15:59:00,896 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,910 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,925 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,937 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,946 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,963 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,978 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:00,992 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:01,005 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 15:59:01,020 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,035 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,048 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,063 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,078 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:59:01,092 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:59:01,106 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,119 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,133 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:59:01,148 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,162 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,174 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,188 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 15:59:01,202 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 15:59:01,217 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:59:01,231 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:59:01,244 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:59:01,257 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:59:01,271 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 15:59:01,287 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 15:59:17,923 semantic_segmentation INFO: Iters: 11210/150000 || Lr: 0.018650 || Task Loss: 0.5757 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:35:36
2023-07-24 15:59:34,327 semantic_segmentation INFO: Iters: 11220/150000 || Lr: 0.018649 || Task Loss: 0.5233 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:35:15
2023-07-24 15:59:50,822 semantic_segmentation INFO: Iters: 11230/150000 || Lr: 0.018647 || Task Loss: 0.5490 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:35 || Estimated Time: 2 days, 16:34:55
2023-07-24 16:00:07,209 semantic_segmentation INFO: Iters: 11240/150000 || Lr: 0.018646 || Task Loss: 0.4512 || KD Loss: 0.1040|| 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: 5:13:51 || Estimated Time: 2 days, 16:34:34
2023-07-24 16:00:23,740 semantic_segmentation INFO: Iters: 11250/150000 || Lr: 0.018645 || Task Loss: 0.7653 || KD Loss: 0.2699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:08 || Estimated Time: 2 days, 16:34:14
2023-07-24 16:00:40,185 semantic_segmentation INFO: Iters: 11260/150000 || Lr: 0.018644 || Task Loss: 0.6440 || KD Loss: 0.1924|| 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: 5:14:24 || Estimated Time: 2 days, 16:33:54
2023-07-24 16:00:56,660 semantic_segmentation INFO: Iters: 11270/150000 || Lr: 0.018642 || Task Loss: 0.5132 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:41 || Estimated Time: 2 days, 16:33:34
2023-07-24 16:01:13,135 semantic_segmentation INFO: Iters: 11280/150000 || Lr: 0.018641 || Task Loss: 0.7546 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:57 || Estimated Time: 2 days, 16:33:13
2023-07-24 16:01:29,704 semantic_segmentation INFO: Iters: 11290/150000 || Lr: 0.018640 || Task Loss: 0.8302 || KD Loss: 0.3032|| 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: 5:15:14 || Estimated Time: 2 days, 16:32:55
2023-07-24 16:01:46,063 semantic_segmentation INFO: Iters: 11300/150000 || Lr: 0.018639 || Task Loss: 0.8056 || KD Loss: 0.2413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:30 || Estimated Time: 2 days, 16:32:33
2023-07-24 16:02:02,540 semantic_segmentation INFO: Iters: 11310/150000 || Lr: 0.018638 || Task Loss: 0.5340 || KD Loss: 0.1749|| 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: 5:15:47 || Estimated Time: 2 days, 16:32:13
2023-07-24 16:02:19,084 semantic_segmentation INFO: Iters: 11320/150000 || Lr: 0.018636 || Task Loss: 0.7815 || KD Loss: 0.2605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:03 || Estimated Time: 2 days, 16:31:54
2023-07-24 16:02:35,463 semantic_segmentation INFO: Iters: 11330/150000 || Lr: 0.018635 || Task Loss: 0.7796 || KD Loss: 0.2747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:19 || Estimated Time: 2 days, 16:31:33
2023-07-24 16:02:52,063 semantic_segmentation INFO: Iters: 11340/150000 || Lr: 0.018634 || Task Loss: 0.4872 || KD Loss: 0.1854|| 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: 5:16:36 || Estimated Time: 2 days, 16:31:14
2023-07-24 16:03:08,530 semantic_segmentation INFO: Iters: 11350/150000 || Lr: 0.018633 || Task Loss: 0.9880 || KD Loss: 0.5011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:53 || Estimated Time: 2 days, 16:30:53
2023-07-24 16:03:25,014 semantic_segmentation INFO: Iters: 11360/150000 || Lr: 0.018632 || Task Loss: 0.6130 || KD Loss: 0.1761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:09 || Estimated Time: 2 days, 16:30:34
2023-07-24 16:03:41,363 semantic_segmentation INFO: Iters: 11370/150000 || Lr: 0.018630 || Task Loss: 0.5704 || KD Loss: 0.1786|| 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: 5:17:25 || Estimated Time: 2 days, 16:30:12
2023-07-24 16:03:57,898 semantic_segmentation INFO: Iters: 11380/150000 || Lr: 0.018629 || Task Loss: 0.8539 || KD Loss: 0.2707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:42 || Estimated Time: 2 days, 16:29:52
2023-07-24 16:04:14,392 semantic_segmentation INFO: Iters: 11390/150000 || Lr: 0.018628 || Task Loss: 0.8883 || KD Loss: 0.3324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:58 || Estimated Time: 2 days, 16:29:32
2023-07-24 16:04:30,773 semantic_segmentation INFO: Iters: 11400/150000 || Lr: 0.018627 || Task Loss: 0.4869 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:15 || Estimated Time: 2 days, 16:29:11
2023-07-24 16:04:47,218 semantic_segmentation INFO: Iters: 11410/150000 || Lr: 0.018626 || Task Loss: 0.7303 || KD Loss: 0.2207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:31 || Estimated Time: 2 days, 16:28:51
2023-07-24 16:05:03,746 semantic_segmentation INFO: Iters: 11420/150000 || Lr: 0.018624 || Task Loss: 0.9431 || KD Loss: 0.3415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:48 || Estimated Time: 2 days, 16:28:31
2023-07-24 16:05:20,117 semantic_segmentation INFO: Iters: 11430/150000 || Lr: 0.018623 || Task Loss: 0.7033 || KD Loss: 0.2076|| 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: 5:19:04 || Estimated Time: 2 days, 16:28:10
2023-07-24 16:05:36,562 semantic_segmentation INFO: Iters: 11440/150000 || Lr: 0.018622 || Task Loss: 0.8572 || KD Loss: 0.2780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:27:50
2023-07-24 16:05:53,088 semantic_segmentation INFO: Iters: 11450/150000 || Lr: 0.018621 || Task Loss: 0.7883 || KD Loss: 0.2800|| 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: 5:19:37 || Estimated Time: 2 days, 16:27:30
2023-07-24 16:06:09,489 semantic_segmentation INFO: Iters: 11460/150000 || Lr: 0.018620 || Task Loss: 1.1640 || KD Loss: 0.5256|| 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: 5:19:53 || Estimated Time: 2 days, 16:27:09
2023-07-24 16:06:26,028 semantic_segmentation INFO: Iters: 11470/150000 || Lr: 0.018618 || Task Loss: 1.1245 || KD Loss: 0.4369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:10 || Estimated Time: 2 days, 16:26:50
2023-07-24 16:06:42,451 semantic_segmentation INFO: Iters: 11480/150000 || Lr: 0.018617 || Task Loss: 0.5606 || KD Loss: 0.1697|| 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: 5:20:26 || Estimated Time: 2 days, 16:26:29
2023-07-24 16:06:58,839 semantic_segmentation INFO: Iters: 11490/150000 || Lr: 0.018616 || Task Loss: 0.9003 || KD Loss: 0.3577|| 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: 5:20:43 || Estimated Time: 2 days, 16:26:08
2023-07-24 16:07:15,241 semantic_segmentation INFO: Iters: 11500/150000 || Lr: 0.018615 || Task Loss: 0.8575 || KD Loss: 0.3495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:59 || Estimated Time: 2 days, 16:25:48
2023-07-24 16:07:31,722 semantic_segmentation INFO: Iters: 11510/150000 || Lr: 0.018613 || Task Loss: 0.6023 || KD Loss: 0.1778|| 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: 5:21:16 || Estimated Time: 2 days, 16:25:27
2023-07-24 16:07:48,207 semantic_segmentation INFO: Iters: 11520/150000 || Lr: 0.018612 || Task Loss: 0.6045 || KD Loss: 0.2304|| 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: 5:21:32 || Estimated Time: 2 days, 16:25:07
2023-07-24 16:08:04,582 semantic_segmentation INFO: Iters: 11530/150000 || Lr: 0.018611 || Task Loss: 0.7202 || KD Loss: 0.3219|| 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: 5:21:49 || Estimated Time: 2 days, 16:24:46
2023-07-24 16:08:20,971 semantic_segmentation INFO: Iters: 11540/150000 || Lr: 0.018610 || Task Loss: 1.3100 || KD Loss: 0.6422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2906|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:05 || Estimated Time: 2 days, 16:24:25
2023-07-24 16:08:37,336 semantic_segmentation INFO: Iters: 11550/150000 || Lr: 0.018609 || Task Loss: 0.4995 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:21 || Estimated Time: 2 days, 16:24:04
2023-07-24 16:08:53,719 semantic_segmentation INFO: Iters: 11560/150000 || Lr: 0.018607 || Task Loss: 0.7105 || KD Loss: 0.2376|| 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: 5:22:38 || Estimated Time: 2 days, 16:23:43
2023-07-24 16:09:10,110 semantic_segmentation INFO: Iters: 11570/150000 || Lr: 0.018606 || Task Loss: 0.8873 || KD Loss: 0.3753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:54 || Estimated Time: 2 days, 16:23:22
2023-07-24 16:09:26,515 semantic_segmentation INFO: Iters: 11580/150000 || Lr: 0.018605 || Task Loss: 0.8510 || KD Loss: 0.3597|| 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: 5:23:10 || Estimated Time: 2 days, 16:23:01
2023-07-24 16:09:43,036 semantic_segmentation INFO: Iters: 11590/150000 || Lr: 0.018604 || Task Loss: 0.6973 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:27 || Estimated Time: 2 days, 16:22:42
2023-07-24 16:09:59,486 semantic_segmentation INFO: Iters: 11600/150000 || Lr: 0.018603 || Task Loss: 1.0287 || KD Loss: 0.2623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:43 || Estimated Time: 2 days, 16:22:21
2023-07-24 16:10:15,848 semantic_segmentation INFO: Iters: 11610/150000 || Lr: 0.018601 || Task Loss: 0.4687 || KD Loss: 0.1479|| 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: 5:24:00 || Estimated Time: 2 days, 16:22:00
2023-07-24 16:10:32,226 semantic_segmentation INFO: Iters: 11620/150000 || Lr: 0.018600 || Task Loss: 0.7920 || KD Loss: 0.2981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:16 || Estimated Time: 2 days, 16:21:39
2023-07-24 16:10:48,617 semantic_segmentation INFO: Iters: 11630/150000 || Lr: 0.018599 || Task Loss: 0.6203 || KD Loss: 0.1751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:33 || Estimated Time: 2 days, 16:21:18
2023-07-24 16:11:04,960 semantic_segmentation INFO: Iters: 11640/150000 || Lr: 0.018598 || Task Loss: 0.4749 || KD Loss: 0.1279|| 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: 5:24:49 || Estimated Time: 2 days, 16:20:57
2023-07-24 16:11:21,392 semantic_segmentation INFO: Iters: 11650/150000 || Lr: 0.018597 || Task Loss: 1.0410 || KD Loss: 0.4606|| 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: 5:25:05 || Estimated Time: 2 days, 16:20:36
2023-07-24 16:11:37,784 semantic_segmentation INFO: Iters: 11660/150000 || Lr: 0.018595 || Task Loss: 0.7027 || KD Loss: 0.2675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:22 || Estimated Time: 2 days, 16:20:15
2023-07-24 16:11:54,269 semantic_segmentation INFO: Iters: 11670/150000 || Lr: 0.018594 || Task Loss: 0.6041 || KD Loss: 0.1959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:38 || Estimated Time: 2 days, 16:19:55
2023-07-24 16:12:10,732 semantic_segmentation INFO: Iters: 11680/150000 || Lr: 0.018593 || Task Loss: 0.8628 || KD Loss: 0.3072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:55 || Estimated Time: 2 days, 16:19:35
2023-07-24 16:12:27,120 semantic_segmentation INFO: Iters: 11690/150000 || Lr: 0.018592 || Task Loss: 0.6357 || KD Loss: 0.1992|| 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: 5:26:11 || Estimated Time: 2 days, 16:19:15
2023-07-24 16:12:43,522 semantic_segmentation INFO: Iters: 11700/150000 || Lr: 0.018590 || Task Loss: 0.6574 || KD Loss: 0.2570|| 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: 5:26:28 || Estimated Time: 2 days, 16:18:54
2023-07-24 16:12:59,902 semantic_segmentation INFO: Iters: 11710/150000 || Lr: 0.018589 || Task Loss: 0.6055 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:44 || Estimated Time: 2 days, 16:18:33
2023-07-24 16:13:16,415 semantic_segmentation INFO: Iters: 11720/150000 || Lr: 0.018588 || Task Loss: 0.8648 || KD Loss: 0.3624|| 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: 5:27:00 || Estimated Time: 2 days, 16:18:13
2023-07-24 16:13:32,865 semantic_segmentation INFO: Iters: 11730/150000 || Lr: 0.018587 || Task Loss: 0.4893 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:17 || Estimated Time: 2 days, 16:17:53
2023-07-24 16:13:49,268 semantic_segmentation INFO: Iters: 11740/150000 || Lr: 0.018586 || Task Loss: 0.5472 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:33 || Estimated Time: 2 days, 16:17:32
2023-07-24 16:14:05,646 semantic_segmentation INFO: Iters: 11750/150000 || Lr: 0.018584 || Task Loss: 0.7497 || KD Loss: 0.2553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:27:50 || Estimated Time: 2 days, 16:17:11
2023-07-24 16:14:22,014 semantic_segmentation INFO: Iters: 11760/150000 || Lr: 0.018583 || Task Loss: 0.7881 || KD Loss: 0.3167|| 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: 5:28:06 || Estimated Time: 2 days, 16:16:50
2023-07-24 16:14:39,524 semantic_segmentation INFO: Iters: 11770/150000 || Lr: 0.018582 || Task Loss: 0.7377 || KD Loss: 0.2127|| 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: 5:28:24 || Estimated Time: 2 days, 16:16:42
2023-07-24 16:14:56,429 semantic_segmentation INFO: Iters: 11780/150000 || Lr: 0.018581 || Task Loss: 0.4542 || KD Loss: 0.1247|| 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: 5:28:40 || Estimated Time: 2 days, 16:16:28
2023-07-24 16:15:12,822 semantic_segmentation INFO: Iters: 11790/150000 || Lr: 0.018580 || Task Loss: 0.7760 || KD Loss: 0.2599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:57 || Estimated Time: 2 days, 16:16:07
2023-07-24 16:15:29,268 semantic_segmentation INFO: Iters: 11800/150000 || Lr: 0.018578 || Task Loss: 0.4550 || KD Loss: 0.1411|| 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: 5:29:13 || Estimated Time: 2 days, 16:15:47
2023-07-24 16:15:45,776 semantic_segmentation INFO: Iters: 11810/150000 || Lr: 0.018577 || Task Loss: 1.1197 || KD Loss: 0.3382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:30 || Estimated Time: 2 days, 16:15:27
2023-07-24 16:16:02,158 semantic_segmentation INFO: Iters: 11820/150000 || Lr: 0.018576 || Task Loss: 0.6848 || KD Loss: 0.2288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:15:07
2023-07-24 16:16:18,558 semantic_segmentation INFO: Iters: 11830/150000 || Lr: 0.018575 || Task Loss: 0.7091 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:03 || Estimated Time: 2 days, 16:14:45
2023-07-24 16:16:35,005 semantic_segmentation INFO: Iters: 11840/150000 || Lr: 0.018574 || Task Loss: 0.5188 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:19 || Estimated Time: 2 days, 16:14:25
2023-07-24 16:16:51,541 semantic_segmentation INFO: Iters: 11850/150000 || Lr: 0.018572 || Task Loss: 0.5239 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:36 || Estimated Time: 2 days, 16:14:07
2023-07-24 16:17:08,082 semantic_segmentation INFO: Iters: 11860/150000 || Lr: 0.018571 || Task Loss: 0.9824 || KD Loss: 0.3975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:52 || Estimated Time: 2 days, 16:13:47
2023-07-24 16:17:24,593 semantic_segmentation INFO: Iters: 11870/150000 || Lr: 0.018570 || Task Loss: 0.9445 || KD Loss: 0.4049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:09 || Estimated Time: 2 days, 16:13:28
2023-07-24 16:17:41,063 semantic_segmentation INFO: Iters: 11880/150000 || Lr: 0.018569 || Task Loss: 0.7683 || KD Loss: 0.3434|| 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: 5:31:25 || Estimated Time: 2 days, 16:13:08
2023-07-24 16:17:57,467 semantic_segmentation INFO: Iters: 11890/150000 || Lr: 0.018567 || Task Loss: 1.2704 || KD Loss: 0.5225|| 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: 5:31:41 || Estimated Time: 2 days, 16:12:48
2023-07-24 16:18:14,049 semantic_segmentation INFO: Iters: 11900/150000 || Lr: 0.018566 || Task Loss: 0.9274 || KD Loss: 0.3727|| 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: 5:31:58 || Estimated Time: 2 days, 16:12:29
2023-07-24 16:18:30,439 semantic_segmentation INFO: Iters: 11910/150000 || Lr: 0.018565 || Task Loss: 0.6621 || KD Loss: 0.2555|| 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: 5:32:14 || Estimated Time: 2 days, 16:12:08
2023-07-24 16:18:46,887 semantic_segmentation INFO: Iters: 11920/150000 || Lr: 0.018564 || Task Loss: 0.9532 || KD Loss: 0.3241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:31 || Estimated Time: 2 days, 16:11:48
2023-07-24 16:19:03,643 semantic_segmentation INFO: Iters: 11930/150000 || Lr: 0.018563 || Task Loss: 0.7098 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2857|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:48 || Estimated Time: 2 days, 16:11:31
2023-07-24 16:19:20,207 semantic_segmentation INFO: Iters: 11940/150000 || Lr: 0.018561 || Task Loss: 0.8823 || KD Loss: 0.3021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2930|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:04 || Estimated Time: 2 days, 16:11:13
2023-07-24 16:19:36,618 semantic_segmentation INFO: Iters: 11950/150000 || Lr: 0.018560 || Task Loss: 0.6463 || KD Loss: 0.2271|| 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: 5:33:21 || Estimated Time: 2 days, 16:10:52
2023-07-24 16:19:53,145 semantic_segmentation INFO: Iters: 11960/150000 || Lr: 0.018559 || Task Loss: 0.7726 || KD Loss: 0.2764|| 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: 5:33:37 || Estimated Time: 2 days, 16:10:33
2023-07-24 16:20:09,572 semantic_segmentation INFO: Iters: 11970/150000 || Lr: 0.018558 || Task Loss: 0.5972 || KD Loss: 0.1771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:54 || Estimated Time: 2 days, 16:10:13
2023-07-24 16:20:26,087 semantic_segmentation INFO: Iters: 11980/150000 || Lr: 0.018557 || Task Loss: 0.5361 || KD Loss: 0.1454|| 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: 5:34:10 || Estimated Time: 2 days, 16:09:54
2023-07-24 16:20:42,535 semantic_segmentation INFO: Iters: 11990/150000 || Lr: 0.018555 || Task Loss: 1.0833 || KD Loss: 0.4117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:27 || Estimated Time: 2 days, 16:09:33
2023-07-24 16:20:58,991 semantic_segmentation INFO: Iters: 12000/150000 || Lr: 0.018554 || Task Loss: 1.1056 || KD Loss: 0.4899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:43 || Estimated Time: 2 days, 16:09:13
2023-07-24 16:20:59,104 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 16:20:59,558 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.088
2023-07-24 16:20:59,570 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.131
2023-07-24 16:20:59,583 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.163
2023-07-24 16:20:59,597 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.162
2023-07-24 16:20:59,610 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.937, mIoU: 0.224
2023-07-24 16:20:59,622 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.266
2023-07-24 16:20:59,636 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.926, mIoU: 0.298
2023-07-24 16:20:59,650 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.933, mIoU: 0.304
2023-07-24 16:20:59,662 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.938, mIoU: 0.345
2023-07-24 16:20:59,677 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.389
2023-07-24 16:20:59,691 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.925, mIoU: 0.404
2023-07-24 16:20:59,705 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.450
2023-07-24 16:20:59,717 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.893, mIoU: 0.405
2023-07-24 16:20:59,731 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.893, mIoU: 0.384
2023-07-24 16:20:59,745 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.895, mIoU: 0.381
2023-07-24 16:20:59,757 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.377
2023-07-24 16:20:59,768 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.892, mIoU: 0.374
2023-07-24 16:20:59,781 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.884, mIoU: 0.368
2023-07-24 16:20:59,795 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.886, mIoU: 0.370
2023-07-24 16:20:59,810 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.889, mIoU: 0.407
2023-07-24 16:20:59,824 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.894, mIoU: 0.409
2023-07-24 16:20:59,839 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.897, mIoU: 0.420
2023-07-24 16:20:59,854 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.896, mIoU: 0.453
2023-07-24 16:20:59,872 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.900, mIoU: 0.451
2023-07-24 16:20:59,887 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.448
2023-07-24 16:20:59,901 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.453
2023-07-24 16:20:59,915 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.455
2023-07-24 16:20:59,926 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.455
2023-07-24 16:20:59,941 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.899, mIoU: 0.442
2023-07-24 16:20:59,955 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.443
2023-07-24 16:20:59,968 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.443
2023-07-24 16:20:59,983 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.442
2023-07-24 16:20:59,998 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.448
2023-07-24 16:21:00,012 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.444
2023-07-24 16:21:00,026 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.486
2023-07-24 16:21:00,041 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-24 16:21:00,054 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-24 16:21:00,066 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.525
2023-07-24 16:21:00,082 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.518
2023-07-24 16:21:00,095 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.518
2023-07-24 16:21:00,109 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.547
2023-07-24 16:21:00,123 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-24 16:21:00,137 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.538
2023-07-24 16:21:00,150 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.538
2023-07-24 16:21:00,164 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.543
2023-07-24 16:21:00,179 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.911, mIoU: 0.543
2023-07-24 16:21:00,192 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.550
2023-07-24 16:21:00,204 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.551
2023-07-24 16:21:00,219 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.545
2023-07-24 16:21:00,236 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-24 16:21:00,252 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-24 16:21:00,268 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.911, mIoU: 0.538
2023-07-24 16:21:00,282 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.536
2023-07-24 16:21:00,298 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.537
2023-07-24 16:21:00,313 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.535
2023-07-24 16:21:00,327 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.535
2023-07-24 16:21:00,343 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.534
2023-07-24 16:21:00,361 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.532
2023-07-24 16:21:00,374 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.536
2023-07-24 16:21:00,390 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.904, mIoU: 0.538
2023-07-24 16:21:00,403 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.905, mIoU: 0.547
2023-07-24 16:21:00,419 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.905, mIoU: 0.543
2023-07-24 16:21:00,431 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.542
2023-07-24 16:21:00,448 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.548
2023-07-24 16:21:00,461 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.550
2023-07-24 16:21:00,475 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.549
2023-07-24 16:21:00,490 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.550
2023-07-24 16:21:00,502 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.595
2023-07-24 16:21:00,517 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.597
2023-07-24 16:21:00,531 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.909, mIoU: 0.596
2023-07-24 16:21:00,546 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 16:21:00,559 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 16:21:00,573 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 16:21:00,587 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 16:21:00,601 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 16:21:00,615 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-24 16:21:00,629 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 16:21:00,638 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 16:21:00,653 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-24 16:21:00,668 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 16:21:00,681 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-24 16:21:00,696 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 16:21:00,710 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-24 16:21:00,725 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 16:21:00,740 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 16:21:00,754 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 16:21:00,769 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 16:21:00,783 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 16:21:00,797 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 16:21:00,810 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 16:21:00,825 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 16:21:00,840 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 16:21:00,855 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 16:21:00,873 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.598
2023-07-24 16:21:00,889 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.895, mIoU: 0.597
2023-07-24 16:21:00,904 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.895, mIoU: 0.596
2023-07-24 16:21:00,917 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-24 16:21:00,930 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-24 16:21:00,945 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.897, mIoU: 0.597
2023-07-24 16:21:00,959 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.898, mIoU: 0.598
2023-07-24 16:21:00,974 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-24 16:21:00,988 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-24 16:21:01,001 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 16:21:01,016 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.898, mIoU: 0.596
2023-07-24 16:21:01,031 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 16:21:01,044 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 16:21:01,059 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 16:21:01,074 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-24 16:21:01,087 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 16:21:01,099 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 16:21:01,111 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 16:21:01,124 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 16:21:01,139 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 16:21:01,153 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 16:21:01,168 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 16:21:01,180 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 16:21:01,193 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 16:21:01,207 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-24 16:21:01,220 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 16:21:01,234 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 16:21:01,248 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 16:21:01,261 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 16:21:01,274 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 16:21:01,290 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 16:21:01,305 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 16:21:01,313 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 16:21:01,324 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 16:21:01,340 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-24 16:21:01,349 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.894, mIoU: 0.559
2023-07-24 16:21:01,362 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-24 16:21:01,377 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.895, mIoU: 0.561
2023-07-24 16:21:01,391 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-24 16:21:01,404 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.896, mIoU: 0.562
2023-07-24 16:21:01,419 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-24 16:21:01,432 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 16:21:01,444 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-24 16:21:01,459 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-24 16:21:01,472 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 16:21:01,487 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-24 16:21:01,500 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.897, mIoU: 0.559
2023-07-24 16:21:01,515 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-24 16:21:01,530 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-24 16:21:01,545 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 16:21:01,562 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-24 16:21:01,576 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.898, mIoU: 0.563
2023-07-24 16:21:01,591 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.897, mIoU: 0.560
2023-07-24 16:21:01,605 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.898, mIoU: 0.562
2023-07-24 16:21:01,619 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 16:21:01,630 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 16:21:01,644 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 16:21:01,659 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 16:21:01,672 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 16:21:01,686 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 16:21:01,698 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 16:21:01,711 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 16:21:01,726 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 16:21:01,740 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 16:21:01,755 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-24 16:21:01,770 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 16:21:01,784 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 16:21:01,799 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-24 16:21:01,813 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 16:21:01,826 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 16:21:01,840 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 16:21:01,852 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-24 16:21:07,692 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 16:21:07,706 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 16:21:07,718 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.885, mIoU: 0.546
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2023-07-24 16:21:07,878 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-24 16:21:07,935 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-24 16:21:07,960 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-24 16:21:08,030 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-24 16:21:08,060 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.886, mIoU: 0.546
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2023-07-24 16:21:08,116 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:21:08,132 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 16:21:08,146 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 16:21:08,162 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,176 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,191 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,206 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,220 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,232 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,247 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.886, mIoU: 0.546
2023-07-24 16:21:08,261 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 16:21:08,276 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 16:21:08,288 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.886, mIoU: 0.547
2023-07-24 16:21:08,303 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,316 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,330 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,345 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,360 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,374 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,388 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:21:08,403 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 16:21:08,416 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 16:21:08,430 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,445 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,460 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,478 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,493 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,508 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,518 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,531 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,546 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,560 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,575 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,588 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,601 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,616 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.887, mIoU: 0.548
2023-07-24 16:21:08,632 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.887, mIoU: 0.548
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2023-07-24 16:21:08,662 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.887, mIoU: 0.550
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2023-07-24 16:21:08,701 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,716 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,730 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.887, mIoU: 0.549
2023-07-24 16:21:08,745 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.887, mIoU: 0.550
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2023-07-24 16:21:08,775 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,792 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,805 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.887, mIoU: 0.550
2023-07-24 16:21:08,821 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.888, mIoU: 0.550
2023-07-24 16:21:08,838 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,851 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,865 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,879 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 16:21:08,895 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 16:21:08,910 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-24 16:21:08,924 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 16:21:08,938 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.888, mIoU: 0.552
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2023-07-24 16:21:08,973 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 16:21:08,987 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.888, mIoU: 0.552
2023-07-24 16:21:09,000 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-24 16:21:09,007 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-24 16:21:09,022 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.888, mIoU: 0.553
2023-07-24 16:21:09,037 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,051 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,067 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,082 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-24 16:21:09,096 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-24 16:21:09,111 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-24 16:21:09,126 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,138 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,152 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.889, mIoU: 0.555
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2023-07-24 16:21:09,180 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,194 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,206 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-24 16:21:09,219 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-24 16:21:09,231 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,245 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,258 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,272 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,285 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,299 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:09,315 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,327 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:09,341 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 16:21:09,354 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 16:21:09,365 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 16:21:09,380 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:09,395 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:09,410 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:09,425 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,440 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,454 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,466 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,480 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,495 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,510 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,525 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,539 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:09,554 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:09,566 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:09,579 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,591 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:09,605 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,620 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,632 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,645 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:09,659 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.888, mIoU: 0.556
2023-07-24 16:21:09,673 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 16:21:09,688 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,702 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,716 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,729 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 16:21:09,743 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,756 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 16:21:09,769 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,784 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,797 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,812 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 16:21:09,825 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-24 16:21:09,840 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 16:21:09,855 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 16:21:09,868 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,881 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.889, mIoU: 0.555
2023-07-24 16:21:09,896 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,911 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,926 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,940 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,952 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,964 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.889, mIoU: 0.556
2023-07-24 16:21:09,978 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:09,991 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.889, mIoU: 0.557
2023-07-24 16:21:10,007 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:10,024 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,036 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.889, mIoU: 0.559
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2023-07-24 16:21:10,079 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.890, mIoU: 0.559
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2023-07-24 16:21:10,106 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,119 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,134 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:10,149 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.890, mIoU: 0.558
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2023-07-24 16:21:10,176 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.890, mIoU: 0.558
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2023-07-24 16:21:10,218 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-24 16:21:10,233 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.890, mIoU: 0.560
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2023-07-24 16:21:10,291 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,304 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,320 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.890, mIoU: 0.560
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2023-07-24 16:21:10,346 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,360 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,375 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,388 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,403 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,418 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,433 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,448 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,461 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,473 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,487 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,501 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:10,513 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,526 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,542 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,555 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,568 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,582 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,598 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,614 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,629 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,643 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,656 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,671 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,686 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,701 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,716 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,729 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:10,742 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,753 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,769 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,784 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,798 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,812 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,823 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,836 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,851 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,866 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,878 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,893 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,906 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,921 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.889, mIoU: 0.558
2023-07-24 16:21:10,934 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-24 16:21:10,949 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.890, mIoU: 0.558
2023-07-24 16:21:10,962 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:10,976 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:10,991 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,005 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,021 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,036 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,050 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,065 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,080 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,094 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,110 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,124 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,138 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,153 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,166 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,179 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,191 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,207 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,220 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 16:21:11,237 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,251 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 16:21:11,262 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,277 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,292 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,307 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,320 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,336 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,350 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,363 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,377 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,392 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,407 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,420 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,431 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,448 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-24 16:21:11,462 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-24 16:21:11,477 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-24 16:21:11,490 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-24 16:21:11,505 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:11,519 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,534 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:11,549 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,562 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,577 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,589 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,605 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,619 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:11,632 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,647 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,660 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,674 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,689 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,704 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,718 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,733 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,747 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,762 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:11,778 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,793 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,808 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,823 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,833 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,847 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,860 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,875 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,890 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,906 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,918 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,932 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,947 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,960 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,976 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:11,991 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:12,003 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:12,019 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:12,034 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,048 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:12,061 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-24 16:21:12,075 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:12,089 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,105 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,118 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,132 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,146 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,159 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,172 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,187 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,199 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,213 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,226 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,239 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,254 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,268 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,282 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,297 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,313 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,326 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:12,339 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:12,355 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,368 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,381 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,397 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,412 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,427 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,443 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,456 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,470 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,486 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,501 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,514 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,528 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,541 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,556 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,570 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,586 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,601 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,616 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,625 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,640 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,655 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,668 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,682 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,696 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,711 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,723 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,738 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:21:12,752 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:21:12,767 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:21:12,781 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,796 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,812 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,827 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,840 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,854 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,869 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,883 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,896 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.891, mIoU: 0.559
2023-07-24 16:21:12,910 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,925 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,940 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,947 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,961 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,974 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:12,986 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:12,997 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,012 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,027 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,044 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,056 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,069 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,083 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,094 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,110 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:13,123 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:13,137 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,152 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,167 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,182 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,193 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,206 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,220 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,235 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,250 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,264 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,277 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,287 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,298 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,311 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,323 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,338 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,350 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:13,365 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:13,381 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-24 16:21:13,396 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:13,410 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,425 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-24 16:21:13,440 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,455 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,471 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,485 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,499 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:13,514 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:13,529 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.891, mIoU: 0.560
2023-07-24 16:21:13,541 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,554 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,568 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,581 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,596 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,610 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,624 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,638 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:13,655 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,670 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,683 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,697 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,712 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,726 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,740 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,753 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,765 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,780 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,795 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,809 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.892, mIoU: 0.564
2023-07-24 16:21:13,824 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,839 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,854 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,868 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,883 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-24 16:21:13,895 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-24 16:21:13,910 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:13,920 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,934 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,948 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-24 16:21:13,960 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:13,975 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-24 16:21:13,989 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,004 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,019 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,035 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,050 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,065 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,077 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,093 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,107 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,121 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,136 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,149 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,164 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,177 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,192 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,207 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,222 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,237 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.891, mIoU: 0.561
2023-07-24 16:21:14,251 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,264 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,276 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,291 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.891, mIoU: 0.562
2023-07-24 16:21:14,303 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,316 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,331 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,345 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,360 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,373 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,386 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,401 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 16:21:14,416 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,432 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,445 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,458 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,472 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,487 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,502 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.891, mIoU: 0.563
2023-07-24 16:21:14,517 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,531 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,546 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,560 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,574 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.891, mIoU: 0.564
2023-07-24 16:21:14,589 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-24 16:21:14,604 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-24 16:21:14,619 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.891, mIoU: 0.565
2023-07-24 16:21:14,633 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,646 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,660 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,675 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,690 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,702 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:14,716 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,730 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-24 16:21:14,745 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,758 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,772 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-24 16:21:14,787 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,802 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,817 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,832 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,847 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,860 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-24 16:21:14,875 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,891 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,904 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,919 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:14,932 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:14,940 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,955 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,970 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:14,983 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:14,997 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,012 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,024 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,037 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,051 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,067 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,081 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,097 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,112 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,128 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,142 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,154 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,168 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,182 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,197 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,209 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,221 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,236 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,250 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 16:21:15,265 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,279 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,291 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,306 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,320 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,333 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,347 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,363 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,377 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,392 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,405 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,420 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,435 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,449 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,464 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,477 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,492 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:15,505 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:15,519 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,531 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,546 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,561 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-24 16:21:15,590 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,599 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,612 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,628 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,642 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,654 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.892, mIoU: 0.568
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2023-07-24 16:21:15,684 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,697 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,710 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,723 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,737 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,749 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,763 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,775 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,788 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,802 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,817 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,831 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,846 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,859 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:15,873 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,887 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-24 16:21:15,899 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-24 16:21:15,914 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,928 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,942 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,956 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,968 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-24 16:21:15,981 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:15,995 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:16,010 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,024 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,037 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:16,052 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:16,070 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-24 16:21:16,084 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,095 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,111 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,127 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,142 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,156 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,169 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.892, mIoU: 0.569
2023-07-24 16:21:16,184 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,198 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,211 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-24 16:21:16,225 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-24 16:21:16,239 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,254 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,269 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,283 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,297 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,311 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,325 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,338 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,351 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-24 16:21:16,367 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-24 16:21:16,381 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,394 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,408 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-24 16:21:16,419 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,433 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,448 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,463 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,475 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,490 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,506 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,520 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,531 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,546 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,560 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,571 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,585 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,599 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,615 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,628 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-24 16:21:16,640 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,654 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,668 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,682 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,695 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-24 16:21:16,710 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,722 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,735 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-24 16:21:16,750 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-24 16:21:16,764 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-24 16:21:16,778 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-24 16:21:16,793 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,808 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,821 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,837 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,850 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,865 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,880 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,893 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,905 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.889, mIoU: 0.566
2023-07-24 16:21:16,921 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,936 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,950 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,963 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,976 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:16,990 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-24 16:21:17,005 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,018 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,030 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,045 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,060 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,075 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,091 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,107 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,122 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,135 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,149 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,163 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,176 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,190 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-24 16:21:17,204 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 16:21:17,219 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,233 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 16:21:17,248 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,262 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,277 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,290 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,305 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-24 16:21:17,320 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-24 16:21:17,335 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-24 16:21:17,349 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,364 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,379 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,392 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,404 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,419 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,434 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,447 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,461 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,476 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,491 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,506 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,520 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,535 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,549 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,562 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,575 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,588 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,601 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,614 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,629 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,644 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,658 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,671 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,686 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,697 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,711 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,726 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,742 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,757 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,772 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,785 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,800 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,814 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,827 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,842 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,857 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,871 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.887, mIoU: 0.560
2023-07-24 16:21:17,884 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,898 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,912 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,926 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,940 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,951 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:17,965 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,979 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:17,993 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,007 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,019 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,033 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,048 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,062 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,077 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,093 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,109 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,124 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,134 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,148 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,161 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,174 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.888, mIoU: 0.562
2023-07-24 16:21:18,190 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,205 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,220 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,232 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,245 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,258 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,273 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,286 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,301 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,316 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,328 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,343 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,358 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,370 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-24 16:21:18,385 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,399 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,412 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,426 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,437 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,453 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,468 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,483 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,498 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,511 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,524 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,538 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,553 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,567 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,580 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,592 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,608 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,623 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,638 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,650 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,665 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,681 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,697 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,711 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,726 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,734 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,748 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,761 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,774 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,788 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,803 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,816 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,831 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,846 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,861 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,877 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,890 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:18,905 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,922 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,937 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,953 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,968 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,985 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:18,998 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,012 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,027 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 16:21:19,042 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,055 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,069 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,083 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,098 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,113 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,127 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 16:21:19,141 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,155 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 16:21:19,169 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 16:21:19,182 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 16:21:19,196 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,208 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,222 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,236 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,251 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,265 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,277 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 16:21:19,292 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,306 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,321 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,335 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,350 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,364 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,379 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.887, mIoU: 0.558
2023-07-24 16:21:19,391 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 16:21:19,406 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,418 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,432 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,446 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,460 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,475 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,490 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,504 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,514 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,529 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,542 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,557 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,572 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,587 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,602 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,614 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,624 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,641 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,656 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,671 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,684 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,698 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,712 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,725 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,739 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,753 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,766 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,781 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,793 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,807 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,821 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,835 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,847 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,861 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 16:21:19,875 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,889 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 16:21:19,904 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,917 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,931 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,945 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:19,962 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 16:21:36,369 semantic_segmentation INFO: Iters: 12010/150000 || Lr: 0.018553 || Task Loss: 0.8507 || KD Loss: 0.2502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:20 || Estimated Time: 2 days, 16:12:54
2023-07-24 16:21:52,803 semantic_segmentation INFO: Iters: 12020/150000 || Lr: 0.018552 || Task Loss: 1.1304 || KD Loss: 0.4977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2961|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:37 || Estimated Time: 2 days, 16:12:33
2023-07-24 16:22:09,235 semantic_segmentation INFO: Iters: 12030/150000 || Lr: 0.018551 || Task Loss: 0.5415 || KD Loss: 0.1468|| 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: 5:35:53 || Estimated Time: 2 days, 16:12:13
2023-07-24 16:22:25,773 semantic_segmentation INFO: Iters: 12040/150000 || Lr: 0.018549 || Task Loss: 0.5534 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:10 || Estimated Time: 2 days, 16:11:54
2023-07-24 16:22:42,391 semantic_segmentation INFO: Iters: 12050/150000 || Lr: 0.018548 || Task Loss: 0.8574 || KD Loss: 0.2172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:26 || Estimated Time: 2 days, 16:11:36
2023-07-24 16:22:58,898 semantic_segmentation INFO: Iters: 12060/150000 || Lr: 0.018547 || Task Loss: 0.6976 || KD Loss: 0.2529|| 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: 5:36:43 || Estimated Time: 2 days, 16:11:16
2023-07-24 16:23:15,384 semantic_segmentation INFO: Iters: 12070/150000 || Lr: 0.018546 || Task Loss: 0.8139 || KD Loss: 0.2177|| 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: 5:36:59 || Estimated Time: 2 days, 16:10:56
2023-07-24 16:23:31,936 semantic_segmentation INFO: Iters: 12080/150000 || Lr: 0.018545 || Task Loss: 1.1613 || KD Loss: 0.4262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:16 || Estimated Time: 2 days, 16:10:37
2023-07-24 16:23:48,503 semantic_segmentation INFO: Iters: 12090/150000 || Lr: 0.018543 || Task Loss: 0.4589 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:32 || Estimated Time: 2 days, 16:10:18
2023-07-24 16:24:04,901 semantic_segmentation INFO: Iters: 12100/150000 || Lr: 0.018542 || Task Loss: 0.8252 || KD Loss: 0.3189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:49 || Estimated Time: 2 days, 16:09:57
2023-07-24 16:24:21,477 semantic_segmentation INFO: Iters: 12110/150000 || Lr: 0.018541 || Task Loss: 0.6835 || KD Loss: 0.2205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:05 || Estimated Time: 2 days, 16:09:39
2023-07-24 16:24:37,996 semantic_segmentation INFO: Iters: 12120/150000 || Lr: 0.018540 || Task Loss: 0.6049 || KD Loss: 0.1900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:22 || Estimated Time: 2 days, 16:09:19
2023-07-24 16:24:54,454 semantic_segmentation INFO: Iters: 12130/150000 || Lr: 0.018538 || Task Loss: 0.6733 || KD Loss: 0.2025|| 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: 5:38:38 || Estimated Time: 2 days, 16:08:59
2023-07-24 16:25:10,966 semantic_segmentation INFO: Iters: 12140/150000 || Lr: 0.018537 || Task Loss: 0.8020 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:55 || Estimated Time: 2 days, 16:08:40
2023-07-24 16:25:27,430 semantic_segmentation INFO: Iters: 12150/150000 || Lr: 0.018536 || Task Loss: 0.8999 || KD Loss: 0.3683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2823|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:11 || Estimated Time: 2 days, 16:08:20
2023-07-24 16:25:43,959 semantic_segmentation INFO: Iters: 12160/150000 || Lr: 0.018535 || Task Loss: 1.0848 || KD Loss: 0.5211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:28 || Estimated Time: 2 days, 16:08:00
2023-07-24 16:26:00,399 semantic_segmentation INFO: Iters: 12170/150000 || Lr: 0.018534 || Task Loss: 0.6852 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:44 || Estimated Time: 2 days, 16:07:41
2023-07-24 16:26:16,873 semantic_segmentation INFO: Iters: 12180/150000 || Lr: 0.018532 || Task Loss: 0.9011 || KD Loss: 0.3415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:01 || Estimated Time: 2 days, 16:07:20
2023-07-24 16:26:33,361 semantic_segmentation INFO: Iters: 12190/150000 || Lr: 0.018531 || Task Loss: 0.7131 || KD Loss: 0.3132|| 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: 5:40:17 || Estimated Time: 2 days, 16:07:01
2023-07-24 16:26:49,898 semantic_segmentation INFO: Iters: 12200/150000 || Lr: 0.018530 || Task Loss: 0.9861 || KD Loss: 0.3576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:34 || Estimated Time: 2 days, 16:06:42
2023-07-24 16:27:06,417 semantic_segmentation INFO: Iters: 12210/150000 || Lr: 0.018529 || Task Loss: 1.1054 || KD Loss: 0.3467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:50 || Estimated Time: 2 days, 16:06:22
2023-07-24 16:27:22,930 semantic_segmentation INFO: Iters: 12220/150000 || Lr: 0.018528 || Task Loss: 0.7551 || KD Loss: 0.2625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:07 || Estimated Time: 2 days, 16:06:03
2023-07-24 16:27:39,333 semantic_segmentation INFO: Iters: 12230/150000 || Lr: 0.018526 || Task Loss: 0.8634 || KD Loss: 0.3377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:23 || Estimated Time: 2 days, 16:05:42
2023-07-24 16:27:55,912 semantic_segmentation INFO: Iters: 12240/150000 || Lr: 0.018525 || Task Loss: 0.6056 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:40 || Estimated Time: 2 days, 16:05:23
2023-07-24 16:28:12,369 semantic_segmentation INFO: Iters: 12250/150000 || Lr: 0.018524 || Task Loss: 0.5780 || KD Loss: 0.1655|| 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: 5:41:56 || Estimated Time: 2 days, 16:05:04
2023-07-24 16:28:28,872 semantic_segmentation INFO: Iters: 12260/150000 || Lr: 0.018523 || Task Loss: 0.5655 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:13 || Estimated Time: 2 days, 16:04:44
2023-07-24 16:28:45,387 semantic_segmentation INFO: Iters: 12270/150000 || Lr: 0.018522 || Task Loss: 0.6725 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 16:04:25
2023-07-24 16:29:01,855 semantic_segmentation INFO: Iters: 12280/150000 || Lr: 0.018520 || Task Loss: 0.5206 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:46 || Estimated Time: 2 days, 16:04:05
2023-07-24 16:29:18,458 semantic_segmentation INFO: Iters: 12290/150000 || Lr: 0.018519 || Task Loss: 0.4625 || KD Loss: 0.1193|| 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: 5:43:02 || Estimated Time: 2 days, 16:03:46
2023-07-24 16:29:34,953 semantic_segmentation INFO: Iters: 12300/150000 || Lr: 0.018518 || Task Loss: 0.6125 || KD Loss: 0.2727|| 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: 5:43:19 || Estimated Time: 2 days, 16:03:27
2023-07-24 16:29:51,422 semantic_segmentation INFO: Iters: 12310/150000 || Lr: 0.018517 || Task Loss: 0.7586 || KD Loss: 0.2466|| 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: 5:43:35 || Estimated Time: 2 days, 16:03:07
2023-07-24 16:30:07,797 semantic_segmentation INFO: Iters: 12320/150000 || Lr: 0.018515 || Task Loss: 0.6432 || KD Loss: 0.2079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:52 || Estimated Time: 2 days, 16:02:46
2023-07-24 16:30:24,340 semantic_segmentation INFO: Iters: 12330/150000 || Lr: 0.018514 || Task Loss: 0.8495 || KD Loss: 0.3007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:08 || Estimated Time: 2 days, 16:02:27
2023-07-24 16:30:40,750 semantic_segmentation INFO: Iters: 12340/150000 || Lr: 0.018513 || Task Loss: 0.9131 || KD Loss: 0.3181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:25 || Estimated Time: 2 days, 16:02:06
2023-07-24 16:30:57,162 semantic_segmentation INFO: Iters: 12350/150000 || Lr: 0.018512 || Task Loss: 0.8508 || KD Loss: 0.3123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:41 || Estimated Time: 2 days, 16:01:46
2023-07-24 16:31:13,727 semantic_segmentation INFO: Iters: 12360/150000 || Lr: 0.018511 || Task Loss: 1.1257 || KD Loss: 0.6528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:58 || Estimated Time: 2 days, 16:01:28
2023-07-24 16:31:30,119 semantic_segmentation INFO: Iters: 12370/150000 || Lr: 0.018509 || Task Loss: 0.6851 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:14 || Estimated Time: 2 days, 16:01:07
2023-07-24 16:31:46,713 semantic_segmentation INFO: Iters: 12380/150000 || Lr: 0.018508 || Task Loss: 0.6084 || KD Loss: 0.1917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:31 || Estimated Time: 2 days, 16:00:48
2023-07-24 16:32:03,282 semantic_segmentation INFO: Iters: 12390/150000 || Lr: 0.018507 || Task Loss: 0.5174 || KD Loss: 0.1758|| 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: 5:45:47 || Estimated Time: 2 days, 16:00:30
2023-07-24 16:32:19,754 semantic_segmentation INFO: Iters: 12400/150000 || Lr: 0.018506 || Task Loss: 0.5192 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:04 || Estimated Time: 2 days, 16:00:10
2023-07-24 16:32:36,284 semantic_segmentation INFO: Iters: 12410/150000 || Lr: 0.018505 || Task Loss: 0.8341 || KD Loss: 0.3535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:20 || Estimated Time: 2 days, 15:59:51
2023-07-24 16:32:52,870 semantic_segmentation INFO: Iters: 12420/150000 || Lr: 0.018503 || Task Loss: 0.6730 || KD Loss: 0.1692|| 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: 5:46:37 || Estimated Time: 2 days, 15:59:32
2023-07-24 16:33:09,349 semantic_segmentation INFO: Iters: 12430/150000 || Lr: 0.018502 || Task Loss: 1.0583 || KD Loss: 0.3612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:53 || Estimated Time: 2 days, 15:59:13
2023-07-24 16:33:25,820 semantic_segmentation INFO: Iters: 12440/150000 || Lr: 0.018501 || Task Loss: 0.6808 || KD Loss: 0.2438|| 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: 5:47:10 || Estimated Time: 2 days, 15:58:53
2023-07-24 16:33:42,318 semantic_segmentation INFO: Iters: 12450/150000 || Lr: 0.018500 || Task Loss: 0.8364 || KD Loss: 0.3346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:26 || Estimated Time: 2 days, 15:58:33
2023-07-24 16:33:58,812 semantic_segmentation INFO: Iters: 12460/150000 || Lr: 0.018499 || Task Loss: 0.6741 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:43 || Estimated Time: 2 days, 15:58:14
2023-07-24 16:34:15,180 semantic_segmentation INFO: Iters: 12470/150000 || Lr: 0.018497 || Task Loss: 0.6813 || KD Loss: 0.2374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:59 || Estimated Time: 2 days, 15:57:53
2023-07-24 16:34:31,565 semantic_segmentation INFO: Iters: 12480/150000 || Lr: 0.018496 || Task Loss: 0.4935 || KD Loss: 0.1197|| 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: 5:48:16 || Estimated Time: 2 days, 15:57:32
2023-07-24 16:34:47,984 semantic_segmentation INFO: Iters: 12490/150000 || Lr: 0.018495 || Task Loss: 0.5378 || KD Loss: 0.1776|| 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: 5:48:32 || Estimated Time: 2 days, 15:57:12
2023-07-24 16:35:04,479 semantic_segmentation INFO: Iters: 12500/150000 || Lr: 0.018494 || Task Loss: 0.7409 || KD Loss: 0.2862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:48 || Estimated Time: 2 days, 15:56:52
2023-07-24 16:35:21,315 semantic_segmentation INFO: Iters: 12510/150000 || Lr: 0.018492 || Task Loss: 0.6553 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:05 || Estimated Time: 2 days, 15:56:37
2023-07-24 16:35:37,731 semantic_segmentation INFO: Iters: 12520/150000 || Lr: 0.018491 || Task Loss: 0.5513 || KD Loss: 0.1135|| 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: 5:49:22 || Estimated Time: 2 days, 15:56:16
2023-07-24 16:35:54,112 semantic_segmentation INFO: Iters: 12530/150000 || Lr: 0.018490 || Task Loss: 0.8155 || KD Loss: 0.3178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:38 || Estimated Time: 2 days, 15:55:56
2023-07-24 16:36:10,502 semantic_segmentation INFO: Iters: 12540/150000 || Lr: 0.018489 || Task Loss: 0.9485 || KD Loss: 0.3734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:49:54 || Estimated Time: 2 days, 15:55:35
2023-07-24 16:36:27,072 semantic_segmentation INFO: Iters: 12550/150000 || Lr: 0.018488 || Task Loss: 1.1411 || KD Loss: 0.3728|| 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: 5:50:11 || Estimated Time: 2 days, 15:55:16
2023-07-24 16:36:43,482 semantic_segmentation INFO: Iters: 12560/150000 || Lr: 0.018486 || Task Loss: 0.5120 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:27 || Estimated Time: 2 days, 15:54:56
2023-07-24 16:36:59,860 semantic_segmentation INFO: Iters: 12570/150000 || Lr: 0.018485 || Task Loss: 1.1016 || KD Loss: 0.4452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:44 || Estimated Time: 2 days, 15:54:35
2023-07-24 16:37:16,306 semantic_segmentation INFO: Iters: 12580/150000 || Lr: 0.018484 || Task Loss: 1.0485 || KD Loss: 0.3003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:00 || Estimated Time: 2 days, 15:54:15
2023-07-24 16:37:32,843 semantic_segmentation INFO: Iters: 12590/150000 || Lr: 0.018483 || Task Loss: 0.6244 || KD Loss: 0.2072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:17 || Estimated Time: 2 days, 15:53:56
2023-07-24 16:37:49,225 semantic_segmentation INFO: Iters: 12600/150000 || Lr: 0.018482 || Task Loss: 0.5163 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:33 || Estimated Time: 2 days, 15:53:36
2023-07-24 16:38:08,611 semantic_segmentation INFO: Iters: 12610/150000 || Lr: 0.018480 || Task Loss: 0.5914 || KD Loss: 0.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:53 || Estimated Time: 2 days, 15:53:47
2023-07-24 16:38:25,601 semantic_segmentation INFO: Iters: 12620/150000 || Lr: 0.018479 || Task Loss: 0.9704 || KD Loss: 0.4102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:10 || Estimated Time: 2 days, 15:53:34
2023-07-24 16:38:42,060 semantic_segmentation INFO: Iters: 12630/150000 || Lr: 0.018478 || Task Loss: 1.0389 || KD Loss: 0.4414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:26 || Estimated Time: 2 days, 15:53:14
2023-07-24 16:38:58,427 semantic_segmentation INFO: Iters: 12640/150000 || Lr: 0.018477 || Task Loss: 0.5200 || KD Loss: 0.1405|| 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: 5:52:42 || Estimated Time: 2 days, 15:52:53
2023-07-24 16:39:14,865 semantic_segmentation INFO: Iters: 12650/150000 || Lr: 0.018476 || Task Loss: 0.4970 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:59 || Estimated Time: 2 days, 15:52:33
2023-07-24 16:39:31,381 semantic_segmentation INFO: Iters: 12660/150000 || Lr: 0.018474 || Task Loss: 0.8064 || KD Loss: 0.2788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:15 || Estimated Time: 2 days, 15:52:14
2023-07-24 16:39:47,754 semantic_segmentation INFO: Iters: 12670/150000 || Lr: 0.018473 || Task Loss: 0.4704 || KD Loss: 0.1475|| 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: 5:53:32 || Estimated Time: 2 days, 15:51:53
2023-07-24 16:40:04,445 semantic_segmentation INFO: Iters: 12680/150000 || Lr: 0.018472 || Task Loss: 0.7734 || KD Loss: 0.2577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:48 || Estimated Time: 2 days, 15:51:36
2023-07-24 16:40:20,956 semantic_segmentation INFO: Iters: 12690/150000 || Lr: 0.018471 || Task Loss: 0.7793 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:05 || Estimated Time: 2 days, 15:51:17
2023-07-24 16:40:37,347 semantic_segmentation INFO: Iters: 12700/150000 || Lr: 0.018469 || Task Loss: 0.7112 || KD Loss: 0.2135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:21 || Estimated Time: 2 days, 15:50:56
2023-07-24 16:40:53,810 semantic_segmentation INFO: Iters: 12710/150000 || Lr: 0.018468 || Task Loss: 0.5424 || KD Loss: 0.1308|| 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: 5:54:38 || Estimated Time: 2 days, 15:50:36
2023-07-24 16:41:10,691 semantic_segmentation INFO: Iters: 12720/150000 || Lr: 0.018467 || Task Loss: 1.0935 || KD Loss: 0.4615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:55 || Estimated Time: 2 days, 15:50:21
2023-07-24 16:41:27,134 semantic_segmentation INFO: Iters: 12730/150000 || Lr: 0.018466 || Task Loss: 0.9274 || KD Loss: 0.3517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:11 || Estimated Time: 2 days, 15:50:01
2023-07-24 16:41:43,643 semantic_segmentation INFO: Iters: 12740/150000 || Lr: 0.018465 || Task Loss: 0.7059 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:28 || Estimated Time: 2 days, 15:49:42
2023-07-24 16:42:00,076 semantic_segmentation INFO: Iters: 12750/150000 || Lr: 0.018463 || Task Loss: 0.9119 || KD Loss: 0.2722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:44 || Estimated Time: 2 days, 15:49:22
2023-07-24 16:42:16,473 semantic_segmentation INFO: Iters: 12760/150000 || Lr: 0.018462 || Task Loss: 0.6658 || KD Loss: 0.2286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:00 || Estimated Time: 2 days, 15:49:02
2023-07-24 16:42:33,073 semantic_segmentation INFO: Iters: 12770/150000 || Lr: 0.018461 || Task Loss: 0.6255 || KD Loss: 0.2258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:17 || Estimated Time: 2 days, 15:48:43
2023-07-24 16:42:49,537 semantic_segmentation INFO: Iters: 12780/150000 || Lr: 0.018460 || Task Loss: 0.5798 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:34 || Estimated Time: 2 days, 15:48:23
2023-07-24 16:43:05,980 semantic_segmentation INFO: Iters: 12790/150000 || Lr: 0.018459 || Task Loss: 1.0483 || KD Loss: 0.3711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2851|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:50 || Estimated Time: 2 days, 15:48:04
2023-07-24 16:43:22,417 semantic_segmentation INFO: Iters: 12800/150000 || Lr: 0.018457 || Task Loss: 0.7798 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:06 || Estimated Time: 2 days, 15:47:44
2023-07-24 16:43:22,531 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 16:43:22,986 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.083
2023-07-24 16:43:23,012 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.128
2023-07-24 16:43:23,024 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.136
2023-07-24 16:43:23,038 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.134
2023-07-24 16:43:23,051 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.888, mIoU: 0.169
2023-07-24 16:43:23,062 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.849, mIoU: 0.169
2023-07-24 16:43:23,076 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.870, mIoU: 0.213
2023-07-24 16:43:23,090 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.884, mIoU: 0.229
2023-07-24 16:43:23,102 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.894, mIoU: 0.246
2023-07-24 16:43:23,115 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.902, mIoU: 0.290
2023-07-24 16:43:23,129 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.890, mIoU: 0.292
2023-07-24 16:43:23,143 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.900, mIoU: 0.336
2023-07-24 16:43:23,155 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.864, mIoU: 0.296
2023-07-24 16:43:23,169 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.867, mIoU: 0.292
2023-07-24 16:43:23,183 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.866, mIoU: 0.266
2023-07-24 16:43:23,195 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.868, mIoU: 0.266
2023-07-24 16:43:23,205 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.870, mIoU: 0.265
2023-07-24 16:43:23,217 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.874, mIoU: 0.264
2023-07-24 16:43:23,231 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.877, mIoU: 0.264
2023-07-24 16:43:23,246 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.880, mIoU: 0.308
2023-07-24 16:43:23,260 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.884, mIoU: 0.329
2023-07-24 16:43:23,274 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.885, mIoU: 0.335
2023-07-24 16:43:23,288 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.882, mIoU: 0.377
2023-07-24 16:43:23,304 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.886, mIoU: 0.386
2023-07-24 16:43:23,324 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.888, mIoU: 0.391
2023-07-24 16:43:23,338 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.390
2023-07-24 16:43:23,353 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.887, mIoU: 0.389
2023-07-24 16:43:23,364 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.890, mIoU: 0.392
2023-07-24 16:43:23,379 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.886, mIoU: 0.379
2023-07-24 16:43:23,394 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.890, mIoU: 0.379
2023-07-24 16:43:23,409 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.893, mIoU: 0.388
2023-07-24 16:43:23,426 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.388
2023-07-24 16:43:23,441 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.897, mIoU: 0.398
2023-07-24 16:43:23,456 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.897, mIoU: 0.396
2023-07-24 16:43:23,470 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.898, mIoU: 0.406
2023-07-24 16:43:23,486 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.900, mIoU: 0.407
2023-07-24 16:43:23,499 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.902, mIoU: 0.408
2023-07-24 16:43:23,511 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-24 16:43:23,528 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.906, mIoU: 0.459
2023-07-24 16:43:23,542 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.906, mIoU: 0.463
2023-07-24 16:43:23,555 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.488
2023-07-24 16:43:23,570 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.488
2023-07-24 16:43:23,585 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.486
2023-07-24 16:43:23,602 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.486
2023-07-24 16:43:23,617 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.490
2023-07-24 16:43:23,632 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.496
2023-07-24 16:43:23,645 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.905, mIoU: 0.492
2023-07-24 16:43:23,657 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.906, mIoU: 0.492
2023-07-24 16:43:23,672 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.906, mIoU: 0.490
2023-07-24 16:43:23,688 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.905, mIoU: 0.487
2023-07-24 16:43:23,703 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.483
2023-07-24 16:43:23,718 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.484
2023-07-24 16:43:23,731 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.482
2023-07-24 16:43:23,746 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.484
2023-07-24 16:43:23,761 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.479
2023-07-24 16:43:23,774 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.904, mIoU: 0.479
2023-07-24 16:43:23,789 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.904, mIoU: 0.478
2023-07-24 16:43:23,805 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.906, mIoU: 0.476
2023-07-24 16:43:23,818 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.477
2023-07-24 16:43:23,832 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.516
2023-07-24 16:43:23,845 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-24 16:43:23,860 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.901, mIoU: 0.504
2023-07-24 16:43:23,872 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.504
2023-07-24 16:43:23,889 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.903, mIoU: 0.509
2023-07-24 16:43:23,902 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.904, mIoU: 0.512
2023-07-24 16:43:23,917 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.905, mIoU: 0.510
2023-07-24 16:43:23,933 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.906, mIoU: 0.510
2023-07-24 16:43:23,946 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.907, mIoU: 0.555
2023-07-24 16:43:23,961 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.908, mIoU: 0.556
2023-07-24 16:43:23,977 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.553
2023-07-24 16:43:23,993 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 16:43:24,006 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 16:43:24,021 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.900, mIoU: 0.566
2023-07-24 16:43:24,036 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.566
2023-07-24 16:43:24,051 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 16:43:24,066 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 16:43:24,081 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.561
2023-07-24 16:43:24,090 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.898, mIoU: 0.561
2023-07-24 16:43:24,105 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-24 16:43:24,121 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-24 16:43:24,134 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 16:43:24,148 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 16:43:24,162 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 16:43:24,176 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-24 16:43:24,191 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 16:43:24,206 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-24 16:43:24,220 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.896, mIoU: 0.556
2023-07-24 16:43:24,234 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 16:43:24,248 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-24 16:43:24,260 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 16:43:24,275 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 16:43:24,289 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 16:43:24,303 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 16:43:24,317 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-24 16:43:24,335 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 16:43:24,350 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-24 16:43:24,362 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-24 16:43:24,375 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-24 16:43:24,389 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-24 16:43:24,402 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 16:43:24,416 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 16:43:24,430 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 16:43:24,442 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 16:43:24,457 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-24 16:43:24,471 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 16:43:24,484 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 16:43:24,498 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 16:43:24,513 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-24 16:43:24,525 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 16:43:24,538 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 16:43:24,552 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 16:43:24,565 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 16:43:24,581 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 16:43:24,596 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 16:43:24,612 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 16:43:24,625 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 16:43:24,639 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-24 16:43:24,655 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 16:43:24,668 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.898, mIoU: 0.569
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2023-07-24 16:43:30,311 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-24 16:43:30,326 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.887, mIoU: 0.537
2023-07-24 16:43:30,341 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 16:43:30,356 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 16:43:30,369 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 16:43:30,384 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 16:43:30,399 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.887, mIoU: 0.540
2023-07-24 16:43:30,413 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-24 16:43:30,429 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.887, mIoU: 0.542
2023-07-24 16:43:30,441 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 16:43:30,457 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:43:30,470 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-24 16:43:30,481 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:43:30,492 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.887, mIoU: 0.546
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2023-07-24 16:43:30,520 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:43:30,534 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.887, mIoU: 0.547
2023-07-24 16:43:30,549 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 16:43:30,557 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.547
2023-07-24 16:43:30,571 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 16:43:30,585 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:43:30,600 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:43:30,614 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,628 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:43:30,640 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.887, mIoU: 0.545
2023-07-24 16:43:30,652 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,666 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,681 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,696 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,708 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,721 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,736 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,750 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,765 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-24 16:43:30,777 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 16:43:30,792 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:30,807 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.888, mIoU: 0.548
2023-07-24 16:43:30,822 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:30,835 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:30,850 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,865 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,878 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,892 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,907 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,922 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,936 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,950 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:30,965 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:30,979 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:30,995 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:31,005 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,020 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.889, mIoU: 0.550
2023-07-24 16:43:31,035 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.889, mIoU: 0.551
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2023-07-24 16:43:31,062 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,074 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,089 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,104 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,119 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,132 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,144 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,157 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,171 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,186 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,201 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,215 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,229 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,242 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,257 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,272 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,285 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,299 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,314 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,328 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,342 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,357 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,368 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,383 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,398 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,412 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,428 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,444 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 16:43:31,457 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.890, mIoU: 0.547
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2023-07-24 16:43:31,486 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 16:43:31,501 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 16:43:31,514 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 16:43:31,529 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 16:43:31,543 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.890, mIoU: 0.546
2023-07-24 16:43:31,558 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 16:43:31,572 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 16:43:31,587 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.890, mIoU: 0.548
2023-07-24 16:43:31,601 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,615 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,630 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 16:43:31,644 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 16:43:31,656 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 16:43:31,670 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,685 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,699 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:31,712 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,727 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,740 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,755 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:31,770 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,785 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:31,800 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,814 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,829 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-24 16:43:31,843 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:31,857 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.889, mIoU: 0.549
2023-07-24 16:43:31,871 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,885 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,903 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:31,917 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 16:43:31,932 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 16:43:31,942 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 16:43:31,955 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-24 16:43:31,970 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:31,983 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 16:43:31,997 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 16:43:32,009 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:32,022 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:32,036 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.889, mIoU: 0.544
2023-07-24 16:43:32,052 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:32,066 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.889, mIoU: 0.545
2023-07-24 16:43:32,081 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,094 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,107 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,120 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,135 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,149 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,165 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.889, mIoU: 0.546
2023-07-24 16:43:32,179 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:32,194 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:32,209 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:32,221 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:32,236 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.889, mIoU: 0.547
2023-07-24 16:43:32,251 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:32,263 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:32,276 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-24 16:43:32,290 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.889, mIoU: 0.549
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2023-07-24 16:43:32,347 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.889, mIoU: 0.549
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2023-07-24 16:43:32,377 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-24 16:43:32,424 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.890, mIoU: 0.549
2023-07-24 16:43:32,440 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.890, mIoU: 0.549
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2023-07-24 16:43:33,080 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,094 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,109 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,123 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,136 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:33,150 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,163 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,177 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,192 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,206 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,222 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,235 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,250 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,266 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,278 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:33,291 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.892, mIoU: 0.553
2023-07-24 16:43:33,306 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,321 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,336 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,351 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,363 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,376 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.891, mIoU: 0.551
2023-07-24 16:43:33,391 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,404 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:33,419 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:33,436 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,450 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,467 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,480 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,495 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,511 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,524 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,537 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,551 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,565 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,578 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,592 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,607 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,620 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,633 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,647 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:33,662 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:33,678 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,690 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,704 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,716 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,731 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,744 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,757 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,771 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,786 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,799 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,814 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,829 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:33,844 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,860 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,872 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:33,884 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:33,898 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,911 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,924 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:33,937 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-24 16:43:33,953 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:33,966 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,979 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:33,993 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,008 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,023 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,039 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,052 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,065 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,079 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,094 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,109 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,124 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,136 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,149 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,160 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,176 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,191 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,205 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,219 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,230 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,243 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,257 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-24 16:43:34,272 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-24 16:43:34,285 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-24 16:43:34,299 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.893, mIoU: 0.555
2023-07-24 16:43:34,312 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,327 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,340 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,355 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,368 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:34,383 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:34,398 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:34,411 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:34,427 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,442 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,462 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:34,478 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,493 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,508 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,523 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,537 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,552 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,566 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,578 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,591 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,603 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,618 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,631 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,647 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,661 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,672 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,686 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,701 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,715 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,727 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,742 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,755 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,768 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,782 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:34,797 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,811 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,824 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,836 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:34,852 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:34,867 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:34,882 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:34,895 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:34,909 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.892, mIoU: 0.554
2023-07-24 16:43:34,924 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:34,939 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:34,955 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,968 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,983 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:34,996 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,011 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,026 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,038 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,054 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,067 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,082 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,097 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,112 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,126 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:35,141 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,156 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,170 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:35,185 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:35,199 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:35,214 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,229 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,238 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,252 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,265 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,279 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,293 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,308 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,321 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,335 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,349 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,363 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:35,378 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,394 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,408 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,423 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,438 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,455 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,471 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,488 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:35,503 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,519 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,532 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,547 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,562 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,575 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.892, mIoU: 0.555
2023-07-24 16:43:35,588 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,602 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,614 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,628 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,640 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,653 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,667 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,681 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,695 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,710 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,724 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,736 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,748 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,762 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,774 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,787 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,801 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,815 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,830 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,845 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,857 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,870 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.892, mIoU: 0.556
2023-07-24 16:43:35,886 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,900 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:35,913 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,927 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:35,940 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,956 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,969 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:35,985 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,000 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,015 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,024 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,041 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,056 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,070 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,084 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,099 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,114 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,127 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,142 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,158 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,173 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,188 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,202 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,218 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,232 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,245 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,259 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,273 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,286 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,298 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.893, mIoU: 0.556
2023-07-24 16:43:36,312 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,326 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,340 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,347 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,359 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,371 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,383 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.893, mIoU: 0.557
2023-07-24 16:43:36,394 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:36,408 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:36,421 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.893, mIoU: 0.558
2023-07-24 16:43:36,435 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 16:43:36,446 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 16:43:36,459 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 16:43:36,474 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 16:43:36,485 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 16:43:36,500 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:36,513 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:36,527 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:36,542 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:36,556 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,571 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,582 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,594 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,608 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,623 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:36,638 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:36,653 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,666 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,676 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,688 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,701 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,713 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,727 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,740 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,755 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:36,770 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,785 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,799 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,813 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,828 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,844 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,859 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,874 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,888 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,903 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,919 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,932 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,945 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,960 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:36,973 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:36,989 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,002 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,017 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,031 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,048 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,063 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,076 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,091 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,105 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,119 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,134 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,146 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,159 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 16:43:37,173 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,187 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 16:43:37,202 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,216 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,231 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 16:43:37,246 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 16:43:37,261 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,275 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,288 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 16:43:37,303 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,312 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,325 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,340 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.896, mIoU: 0.564
2023-07-24 16:43:37,351 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,366 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,380 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,395 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,410 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,425 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,440 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,455 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,467 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,483 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,495 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,511 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,526 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,539 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,554 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,567 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,581 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,596 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,611 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,626 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,640 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,652 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-24 16:43:37,664 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.895, mIoU: 0.562
2023-07-24 16:43:37,678 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,691 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,703 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,718 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,732 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,746 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,758 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 16:43:37,770 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,785 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,799 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,814 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,826 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,838 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,853 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,868 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,883 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,898 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,912 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,927 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:37,941 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 16:43:37,956 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 16:43:37,972 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 16:43:37,986 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 16:43:38,000 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,015 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,028 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,043 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,057 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,072 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:38,084 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 16:43:38,098 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,112 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,127 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,140 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,154 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,168 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,182 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,197 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,211 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,225 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,237 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,252 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,267 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,280 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,295 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,308 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,316 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,331 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,346 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,359 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,374 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:38,389 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,402 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,415 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,429 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,444 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,460 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,477 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,490 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,506 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 16:43:38,521 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,535 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,549 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,564 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,578 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,590 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,602 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,617 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,631 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,646 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,660 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:38,673 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,687 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,701 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,714 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,729 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,744 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,758 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,774 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,786 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 16:43:38,801 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,815 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,830 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,844 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,857 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,872 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,885 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,898 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,910 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,924 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,938 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,954 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,968 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,978 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:38,991 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,006 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,021 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,034 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,048 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,063 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,078 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,091 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,105 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,120 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,133 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,147 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 16:43:39,160 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,173 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,187 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,202 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,216 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 16:43:39,231 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 16:43:39,244 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 16:43:39,258 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,272 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,284 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,299 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,313 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,328 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,343 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,356 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,368 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,383 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,397 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,410 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 16:43:39,423 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,437 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,454 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,467 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,477 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,492 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,508 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,523 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 16:43:39,539 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,553 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,567 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,581 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,594 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-24 16:43:39,609 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,624 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,639 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,654 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 16:43:39,669 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,684 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,697 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,711 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,723 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,736 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,751 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:39,766 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,778 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:39,791 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-24 16:43:39,802 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,816 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,830 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,844 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,856 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,871 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,886 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,900 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,912 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,927 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,941 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:39,953 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:39,967 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:39,982 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:39,996 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:40,009 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 16:43:40,021 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:40,035 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:40,049 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:40,063 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 16:43:40,076 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,091 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,103 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,116 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,131 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,145 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,159 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 16:43:40,173 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,189 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,202 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,216 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,230 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,244 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,259 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,271 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,284 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,299 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,314 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,329 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,342 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 16:43:40,354 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:40,369 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:40,383 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,396 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,409 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,423 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,438 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,453 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,467 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:40,482 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,497 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,509 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,523 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,538 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,552 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,566 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,581 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,595 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,609 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:40,623 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.891, mIoU: 0.552
2023-07-24 16:43:40,637 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,651 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,665 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,679 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,694 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,709 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,723 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,739 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,754 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,766 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,780 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,794 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,809 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,822 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,839 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,855 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,869 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,883 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:40,898 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,912 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,927 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,939 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,952 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:40,965 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:40,978 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:40,990 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,005 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,019 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,032 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,044 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,058 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,069 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,083 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,097 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,112 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,127 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,141 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,154 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,168 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,183 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,195 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,210 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,225 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,240 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,253 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,268 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:41,283 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,297 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,312 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,324 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,339 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,354 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,368 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,383 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,395 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,410 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-24 16:43:41,425 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.890, mIoU: 0.555
2023-07-24 16:43:41,439 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,454 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,469 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,484 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,499 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,509 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:41,523 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:41,536 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:41,550 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 16:43:41,567 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,582 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,596 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,608 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,620 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,633 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,648 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,662 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,677 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,691 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,704 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,718 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,733 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,746 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,760 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,775 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,788 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,803 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,815 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,831 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,845 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 16:43:41,860 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,875 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,888 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,901 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,915 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,930 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,944 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,958 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:41,971 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:41,986 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,001 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,016 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,028 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,043 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,060 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,075 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 16:43:42,090 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,105 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,113 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,128 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,140 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,153 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,167 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,181 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 16:43:42,195 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,210 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,225 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,239 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 16:43:42,254 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,266 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,281 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,296 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,310 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,325 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,339 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,355 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,368 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,383 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,398 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,412 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,425 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,438 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,453 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,468 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,482 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.890, mIoU: 0.553
2023-07-24 16:43:42,496 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,511 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,525 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,540 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,552 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,568 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,582 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,596 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,611 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,626 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,641 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,653 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,668 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,682 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,697 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,711 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,726 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,741 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,756 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,769 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,784 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,797 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,812 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,827 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,842 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,857 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,872 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:42,885 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,895 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,910 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:42,923 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:42,937 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:42,952 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,966 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,980 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:42,991 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,001 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,016 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,030 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,045 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,057 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,071 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,085 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,098 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,112 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.890, mIoU: 0.550
2023-07-24 16:43:43,126 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,139 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,153 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,165 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,179 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,193 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,207 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,219 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,234 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,248 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:43,261 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,276 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,289 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,302 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,316 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.890, mIoU: 0.551
2023-07-24 16:43:43,332 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-24 16:43:59,734 semantic_segmentation INFO: Iters: 12810/150000 || Lr: 0.018456 || Task Loss: 0.6266 || KD Loss: 0.2307|| 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: 5:57:44 || Estimated Time: 2 days, 15:51:07
2023-07-24 16:44:16,082 semantic_segmentation INFO: Iters: 12820/150000 || Lr: 0.018455 || Task Loss: 0.6814 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:00 || Estimated Time: 2 days, 15:50:46
2023-07-24 16:44:32,515 semantic_segmentation INFO: Iters: 12830/150000 || Lr: 0.018454 || Task Loss: 0.7097 || KD Loss: 0.2119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:16 || Estimated Time: 2 days, 15:50:26
2023-07-24 16:44:49,061 semantic_segmentation INFO: Iters: 12840/150000 || Lr: 0.018453 || Task Loss: 0.8316 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:33 || Estimated Time: 2 days, 15:50:07
2023-07-24 16:45:05,619 semantic_segmentation INFO: Iters: 12850/150000 || Lr: 0.018451 || Task Loss: 0.6361 || KD Loss: 0.2140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:50 || Estimated Time: 2 days, 15:49:48
2023-07-24 16:45:22,161 semantic_segmentation INFO: Iters: 12860/150000 || Lr: 0.018450 || Task Loss: 0.6047 || KD Loss: 0.2216|| 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: 5:59:06 || Estimated Time: 2 days, 15:49:29
2023-07-24 16:45:38,697 semantic_segmentation INFO: Iters: 12870/150000 || Lr: 0.018449 || Task Loss: 0.7435 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:23 || Estimated Time: 2 days, 15:49:10
2023-07-24 16:45:55,215 semantic_segmentation INFO: Iters: 12880/150000 || Lr: 0.018448 || Task Loss: 0.7186 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:39 || Estimated Time: 2 days, 15:48:51
2023-07-24 16:46:11,807 semantic_segmentation INFO: Iters: 12890/150000 || Lr: 0.018446 || Task Loss: 0.6786 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:56 || Estimated Time: 2 days, 15:48:32
2023-07-24 16:46:28,378 semantic_segmentation INFO: Iters: 12900/150000 || Lr: 0.018445 || Task Loss: 0.9746 || KD Loss: 0.4491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:12 || Estimated Time: 2 days, 15:48:13
2023-07-24 16:46:45,077 semantic_segmentation INFO: Iters: 12910/150000 || Lr: 0.018444 || Task Loss: 0.8358 || KD Loss: 0.3847|| 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: 6:00:29 || Estimated Time: 2 days, 15:47:56
2023-07-24 16:47:01,555 semantic_segmentation INFO: Iters: 12920/150000 || Lr: 0.018443 || Task Loss: 0.6199 || KD Loss: 0.2184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:46 || Estimated Time: 2 days, 15:47:36
2023-07-24 16:47:18,132 semantic_segmentation INFO: Iters: 12930/150000 || Lr: 0.018442 || Task Loss: 0.4171 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:02 || Estimated Time: 2 days, 15:47:18
2023-07-24 16:47:34,593 semantic_segmentation INFO: Iters: 12940/150000 || Lr: 0.018440 || Task Loss: 0.5826 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:01:19 || Estimated Time: 2 days, 15:46:58
2023-07-24 16:47:51,067 semantic_segmentation INFO: Iters: 12950/150000 || Lr: 0.018439 || Task Loss: 0.6284 || KD Loss: 0.1939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:46:38
2023-07-24 16:48:07,587 semantic_segmentation INFO: Iters: 12960/150000 || Lr: 0.018438 || Task Loss: 0.7313 || KD Loss: 0.2793|| 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: 6:01:52 || Estimated Time: 2 days, 15:46:19
2023-07-24 16:48:24,096 semantic_segmentation INFO: Iters: 12970/150000 || Lr: 0.018437 || Task Loss: 0.6062 || KD Loss: 0.1810|| 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: 6:02:08 || Estimated Time: 2 days, 15:46:00
2023-07-24 16:48:40,626 semantic_segmentation INFO: Iters: 12980/150000 || Lr: 0.018436 || Task Loss: 0.5969 || KD Loss: 0.1322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:25 || Estimated Time: 2 days, 15:45:40
2023-07-24 16:48:57,144 semantic_segmentation INFO: Iters: 12990/150000 || Lr: 0.018434 || Task Loss: 0.9955 || KD Loss: 0.4701|| 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: 6:02:41 || Estimated Time: 2 days, 15:45:21
2023-07-24 16:49:13,656 semantic_segmentation INFO: Iters: 13000/150000 || Lr: 0.018433 || Task Loss: 0.6004 || KD Loss: 0.1521|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:58 || Estimated Time: 2 days, 15:45:02
2023-07-24 16:49:30,243 semantic_segmentation INFO: Iters: 13010/150000 || Lr: 0.018432 || Task Loss: 0.5399 || KD Loss: 0.1300|| 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: 6:03:14 || Estimated Time: 2 days, 15:44:44
2023-07-24 16:49:46,823 semantic_segmentation INFO: Iters: 13020/150000 || Lr: 0.018431 || Task Loss: 0.5768 || KD Loss: 0.1250|| 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: 6:03:31 || Estimated Time: 2 days, 15:44:25
2023-07-24 16:50:03,391 semantic_segmentation INFO: Iters: 13030/150000 || Lr: 0.018430 || Task Loss: 0.5429 || KD Loss: 0.1706|| 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: 6:03:47 || Estimated Time: 2 days, 15:44:06
2023-07-24 16:50:19,992 semantic_segmentation INFO: Iters: 13040/150000 || Lr: 0.018428 || Task Loss: 0.7269 || KD Loss: 0.3499|| 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: 6:04:04 || Estimated Time: 2 days, 15:43:48
2023-07-24 16:50:36,460 semantic_segmentation INFO: Iters: 13050/150000 || Lr: 0.018427 || Task Loss: 0.6156 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:20 || Estimated Time: 2 days, 15:43:28
2023-07-24 16:50:52,957 semantic_segmentation INFO: Iters: 13060/150000 || Lr: 0.018426 || Task Loss: 0.7992 || KD Loss: 0.2563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2697|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:37 || Estimated Time: 2 days, 15:43:09
2023-07-24 16:51:09,551 semantic_segmentation INFO: Iters: 13070/150000 || Lr: 0.018425 || Task Loss: 0.5928 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:54 || Estimated Time: 2 days, 15:42:50
2023-07-24 16:51:26,122 semantic_segmentation INFO: Iters: 13080/150000 || Lr: 0.018423 || Task Loss: 0.5727 || KD Loss: 0.1635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:10 || Estimated Time: 2 days, 15:42:32
2023-07-24 16:51:42,551 semantic_segmentation INFO: Iters: 13090/150000 || Lr: 0.018422 || Task Loss: 0.4695 || KD Loss: 0.1095|| 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: 6:05:27 || Estimated Time: 2 days, 15:42:12
2023-07-24 16:51:59,112 semantic_segmentation INFO: Iters: 13100/150000 || Lr: 0.018421 || Task Loss: 0.5796 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:43 || Estimated Time: 2 days, 15:41:53
2023-07-24 16:52:15,703 semantic_segmentation INFO: Iters: 13110/150000 || Lr: 0.018420 || Task Loss: 0.7802 || KD Loss: 0.2934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:00 || Estimated Time: 2 days, 15:41:34
2023-07-24 16:52:32,137 semantic_segmentation INFO: Iters: 13120/150000 || Lr: 0.018419 || Task Loss: 0.9147 || KD Loss: 0.3660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:16 || Estimated Time: 2 days, 15:41:15
2023-07-24 16:52:48,675 semantic_segmentation INFO: Iters: 13130/150000 || Lr: 0.018417 || Task Loss: 0.6848 || KD Loss: 0.2162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:33 || Estimated Time: 2 days, 15:40:56
2023-07-24 16:53:05,171 semantic_segmentation INFO: Iters: 13140/150000 || Lr: 0.018416 || Task Loss: 0.5942 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:49 || Estimated Time: 2 days, 15:40:36
2023-07-24 16:53:21,653 semantic_segmentation INFO: Iters: 13150/150000 || Lr: 0.018415 || Task Loss: 0.5563 || KD Loss: 0.1162|| 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: 6:07:06 || Estimated Time: 2 days, 15:40:17
2023-07-24 16:53:38,186 semantic_segmentation INFO: Iters: 13160/150000 || Lr: 0.018414 || Task Loss: 0.7116 || KD Loss: 0.2330|| 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: 6:07:22 || Estimated Time: 2 days, 15:39:57
2023-07-24 16:53:54,637 semantic_segmentation INFO: Iters: 13170/150000 || Lr: 0.018413 || Task Loss: 0.6846 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:39:38
2023-07-24 16:54:11,318 semantic_segmentation INFO: Iters: 13180/150000 || Lr: 0.018411 || Task Loss: 1.2157 || KD Loss: 0.3746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:55 || Estimated Time: 2 days, 15:39:20
2023-07-24 16:54:27,788 semantic_segmentation INFO: Iters: 13190/150000 || Lr: 0.018410 || Task Loss: 0.9615 || KD Loss: 0.3189|| 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: 6:08:12 || Estimated Time: 2 days, 15:39:01
2023-07-24 16:54:44,253 semantic_segmentation INFO: Iters: 13200/150000 || Lr: 0.018409 || Task Loss: 0.4050 || KD Loss: 0.1305|| 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: 6:08:28 || Estimated Time: 2 days, 15:38:41
2023-07-24 16:55:00,842 semantic_segmentation INFO: Iters: 13210/150000 || Lr: 0.018408 || Task Loss: 0.9507 || KD Loss: 0.3585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2764|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:45 || Estimated Time: 2 days, 15:38:23
2023-07-24 16:55:17,342 semantic_segmentation INFO: Iters: 13220/150000 || Lr: 0.018406 || Task Loss: 0.6264 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:01 || Estimated Time: 2 days, 15:38:03
2023-07-24 16:55:33,878 semantic_segmentation INFO: Iters: 13230/150000 || Lr: 0.018405 || Task Loss: 0.7953 || KD Loss: 0.2425|| 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: 6:09:18 || Estimated Time: 2 days, 15:37:44
2023-07-24 16:55:50,332 semantic_segmentation INFO: Iters: 13240/150000 || Lr: 0.018404 || Task Loss: 0.7432 || KD Loss: 0.2093|| 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: 6:09:34 || Estimated Time: 2 days, 15:37:24
2023-07-24 16:56:06,895 semantic_segmentation INFO: Iters: 13250/150000 || Lr: 0.018403 || Task Loss: 0.6175 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:09:51 || Estimated Time: 2 days, 15:37:06
2023-07-24 16:56:23,457 semantic_segmentation INFO: Iters: 13260/150000 || Lr: 0.018402 || Task Loss: 0.5458 || KD Loss: 0.1411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:07 || Estimated Time: 2 days, 15:36:47
2023-07-24 16:56:39,982 semantic_segmentation INFO: Iters: 13270/150000 || Lr: 0.018400 || Task Loss: 0.6100 || KD Loss: 0.1914|| 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: 6:10:24 || Estimated Time: 2 days, 15:36:28
2023-07-24 16:56:56,624 semantic_segmentation INFO: Iters: 13280/150000 || Lr: 0.018399 || Task Loss: 0.9691 || KD Loss: 0.4035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:41 || Estimated Time: 2 days, 15:36:10
2023-07-24 16:57:13,186 semantic_segmentation INFO: Iters: 13290/150000 || Lr: 0.018398 || Task Loss: 0.5602 || KD Loss: 0.1390|| 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: 6:10:57 || Estimated Time: 2 days, 15:35:52
2023-07-24 16:57:29,643 semantic_segmentation INFO: Iters: 13300/150000 || Lr: 0.018397 || Task Loss: 0.5101 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:14 || Estimated Time: 2 days, 15:35:32
2023-07-24 16:57:46,215 semantic_segmentation INFO: Iters: 13310/150000 || Lr: 0.018396 || Task Loss: 0.6119 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:30 || Estimated Time: 2 days, 15:35:14
2023-07-24 16:58:02,711 semantic_segmentation INFO: Iters: 13320/150000 || Lr: 0.018394 || Task Loss: 0.7712 || KD Loss: 0.2697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:47 || Estimated Time: 2 days, 15:34:54
2023-07-24 16:58:19,177 semantic_segmentation INFO: Iters: 13330/150000 || Lr: 0.018393 || Task Loss: 0.6580 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:03 || Estimated Time: 2 days, 15:34:34
2023-07-24 16:58:35,693 semantic_segmentation INFO: Iters: 13340/150000 || Lr: 0.018392 || Task Loss: 0.6187 || KD Loss: 0.2345|| 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: 6:12:20 || Estimated Time: 2 days, 15:34:15
2023-07-24 16:58:52,192 semantic_segmentation INFO: Iters: 13350/150000 || Lr: 0.018391 || Task Loss: 0.7337 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:36 || Estimated Time: 2 days, 15:33:56
2023-07-24 16:59:08,664 semantic_segmentation INFO: Iters: 13360/150000 || Lr: 0.018390 || Task Loss: 0.8718 || KD Loss: 0.3483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:53 || Estimated Time: 2 days, 15:33:37
2023-07-24 16:59:25,146 semantic_segmentation INFO: Iters: 13370/150000 || Lr: 0.018388 || Task Loss: 0.4707 || KD Loss: 0.1261|| 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: 6:13:09 || Estimated Time: 2 days, 15:33:17
2023-07-24 16:59:41,736 semantic_segmentation INFO: Iters: 13380/150000 || Lr: 0.018387 || Task Loss: 0.6980 || KD Loss: 0.2982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:26 || Estimated Time: 2 days, 15:32:59
2023-07-24 16:59:58,216 semantic_segmentation INFO: Iters: 13390/150000 || Lr: 0.018386 || Task Loss: 0.7408 || KD Loss: 0.2517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:42 || Estimated Time: 2 days, 15:32:39
2023-07-24 17:00:14,727 semantic_segmentation INFO: Iters: 13400/150000 || Lr: 0.018385 || Task Loss: 0.7396 || KD Loss: 0.2596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:59 || Estimated Time: 2 days, 15:32:20
2023-07-24 17:00:31,298 semantic_segmentation INFO: Iters: 13410/150000 || Lr: 0.018383 || Task Loss: 0.6597 || KD Loss: 0.1794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:15 || Estimated Time: 2 days, 15:32:01
2023-07-24 17:00:47,885 semantic_segmentation INFO: Iters: 13420/150000 || Lr: 0.018382 || Task Loss: 0.7002 || KD Loss: 0.2333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:32 || Estimated Time: 2 days, 15:31:43
2023-07-24 17:01:04,437 semantic_segmentation INFO: Iters: 13430/150000 || Lr: 0.018381 || Task Loss: 0.4440 || KD Loss: 0.1347|| 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: 6:14:48 || Estimated Time: 2 days, 15:31:24
2023-07-24 17:01:21,365 semantic_segmentation INFO: Iters: 13440/150000 || Lr: 0.018380 || Task Loss: 0.5409 || KD Loss: 0.1557|| 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: 6:15:05 || Estimated Time: 2 days, 15:31:09
2023-07-24 17:01:41,117 semantic_segmentation INFO: Iters: 13450/150000 || Lr: 0.018379 || Task Loss: 0.4595 || KD Loss: 0.1420|| 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: 6:15:25 || Estimated Time: 2 days, 15:31:23
2023-07-24 17:01:57,518 semantic_segmentation INFO: Iters: 13460/150000 || Lr: 0.018377 || Task Loss: 0.6421 || KD Loss: 0.1543|| 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: 6:15:41 || Estimated Time: 2 days, 15:31:03
2023-07-24 17:02:14,068 semantic_segmentation INFO: Iters: 13470/150000 || Lr: 0.018376 || Task Loss: 0.6636 || KD Loss: 0.2199|| 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: 6:15:58 || Estimated Time: 2 days, 15:30:44
2023-07-24 17:02:30,604 semantic_segmentation INFO: Iters: 13480/150000 || Lr: 0.018375 || Task Loss: 0.6031 || KD Loss: 0.2010|| 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: 6:16:15 || Estimated Time: 2 days, 15:30:25
2023-07-24 17:02:47,095 semantic_segmentation INFO: Iters: 13490/150000 || Lr: 0.018374 || Task Loss: 0.6606 || KD Loss: 0.2115|| 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: 6:16:31 || Estimated Time: 2 days, 15:30:06
2023-07-24 17:03:03,645 semantic_segmentation INFO: Iters: 13500/150000 || Lr: 0.018373 || Task Loss: 0.7134 || KD Loss: 0.2388|| 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: 6:16:48 || Estimated Time: 2 days, 15:29:47
2023-07-24 17:03:20,480 semantic_segmentation INFO: Iters: 13510/150000 || Lr: 0.018371 || Task Loss: 0.5671 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:04 || Estimated Time: 2 days, 15:29:32
2023-07-24 17:03:36,950 semantic_segmentation INFO: Iters: 13520/150000 || Lr: 0.018370 || Task Loss: 0.5290 || KD Loss: 0.2036|| 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: 6:17:21 || Estimated Time: 2 days, 15:29:12
2023-07-24 17:03:53,318 semantic_segmentation INFO: Iters: 13530/150000 || Lr: 0.018369 || Task Loss: 0.4921 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:37 || Estimated Time: 2 days, 15:28:52
2023-07-24 17:04:09,689 semantic_segmentation INFO: Iters: 13540/150000 || Lr: 0.018368 || Task Loss: 0.6590 || KD Loss: 0.2197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:54 || Estimated Time: 2 days, 15:28:31
2023-07-24 17:04:25,939 semantic_segmentation INFO: Iters: 13550/150000 || Lr: 0.018367 || Task Loss: 0.6250 || KD Loss: 0.1878|| 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: 6:18:10 || Estimated Time: 2 days, 15:28:09
2023-07-24 17:04:42,282 semantic_segmentation INFO: Iters: 13560/150000 || Lr: 0.018365 || Task Loss: 0.4376 || KD Loss: 0.1098|| 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: 6:18:26 || Estimated Time: 2 days, 15:27:48
2023-07-24 17:04:58,656 semantic_segmentation INFO: Iters: 13570/150000 || Lr: 0.018364 || Task Loss: 0.6394 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:43 || Estimated Time: 2 days, 15:27:28
2023-07-24 17:05:14,863 semantic_segmentation INFO: Iters: 13580/150000 || Lr: 0.018363 || Task Loss: 0.9761 || KD Loss: 0.4419|| 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: 6:18:59 || Estimated Time: 2 days, 15:27:06
2023-07-24 17:05:31,204 semantic_segmentation INFO: Iters: 13590/150000 || Lr: 0.018362 || Task Loss: 0.8061 || KD Loss: 0.2713|| 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: 6:19:15 || Estimated Time: 2 days, 15:26:45
2023-07-24 17:05:47,506 semantic_segmentation INFO: Iters: 13600/150000 || Lr: 0.018360 || Task Loss: 0.4858 || KD Loss: 0.1548|| 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: 6:19:31 || Estimated Time: 2 days, 15:26:24
2023-07-24 17:05:47,617 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:05:48,063 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.085
2023-07-24 17:05:48,078 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.127
2023-07-24 17:05:48,099 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.158
2023-07-24 17:05:48,113 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.158
2023-07-24 17:05:48,127 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.228
2023-07-24 17:05:48,139 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.941, mIoU: 0.265
2023-07-24 17:05:48,153 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.308
2023-07-24 17:05:48,166 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.315
2023-07-24 17:05:48,178 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.333
2023-07-24 17:05:48,192 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.354
2023-07-24 17:05:48,205 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.416
2023-07-24 17:05:48,220 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.452
2023-07-24 17:05:48,232 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.905, mIoU: 0.411
2023-07-24 17:05:48,245 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.904, mIoU: 0.389
2023-07-24 17:05:48,259 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.907, mIoU: 0.392
2023-07-24 17:05:48,271 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.387
2023-07-24 17:05:48,281 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.897, mIoU: 0.385
2023-07-24 17:05:48,293 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.890, mIoU: 0.381
2023-07-24 17:05:48,307 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.892, mIoU: 0.371
2023-07-24 17:05:48,322 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.410
2023-07-24 17:05:48,336 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.413
2023-07-24 17:05:48,351 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.896, mIoU: 0.407
2023-07-24 17:05:48,365 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.893, mIoU: 0.427
2023-07-24 17:05:48,380 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.892, mIoU: 0.421
2023-07-24 17:05:48,396 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.889, mIoU: 0.423
2023-07-24 17:05:48,410 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.413
2023-07-24 17:05:48,425 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.420
2023-07-24 17:05:48,436 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.422
2023-07-24 17:05:48,451 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.426
2023-07-24 17:05:48,466 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.900, mIoU: 0.426
2023-07-24 17:05:48,480 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.902, mIoU: 0.427
2023-07-24 17:05:48,495 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.427
2023-07-24 17:05:48,510 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.430
2023-07-24 17:05:48,524 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.426
2023-07-24 17:05:48,538 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.905, mIoU: 0.457
2023-07-24 17:05:48,553 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.907, mIoU: 0.458
2023-07-24 17:05:48,566 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-24 17:05:48,578 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.911, mIoU: 0.504
2023-07-24 17:05:48,595 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-24 17:05:48,608 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.513
2023-07-24 17:05:48,621 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.551
2023-07-24 17:05:48,636 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.551
2023-07-24 17:05:48,651 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.906, mIoU: 0.545
2023-07-24 17:05:48,664 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.907, mIoU: 0.545
2023-07-24 17:05:48,680 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.546
2023-07-24 17:05:48,695 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.907, mIoU: 0.549
2023-07-24 17:05:48,708 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.551
2023-07-24 17:05:48,721 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.552
2023-07-24 17:05:48,736 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.556
2023-07-24 17:05:48,752 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.548
2023-07-24 17:05:48,768 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.546
2023-07-24 17:05:48,783 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.545
2023-07-24 17:05:48,795 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.543
2023-07-24 17:05:48,810 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.542
2023-07-24 17:05:48,824 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.544
2023-07-24 17:05:48,836 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.539
2023-07-24 17:05:48,851 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.536
2023-07-24 17:05:48,867 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.911, mIoU: 0.536
2023-07-24 17:05:48,879 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.912, mIoU: 0.538
2023-07-24 17:05:48,893 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.554
2023-07-24 17:05:48,906 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.904, mIoU: 0.560
2023-07-24 17:05:48,920 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.904, mIoU: 0.556
2023-07-24 17:05:48,932 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.556
2023-07-24 17:05:48,948 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.548
2023-07-24 17:05:48,960 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.547
2023-07-24 17:05:48,974 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.902, mIoU: 0.545
2023-07-24 17:05:48,988 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.544
2023-07-24 17:05:49,001 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.567
2023-07-24 17:05:49,016 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.568
2023-07-24 17:05:49,030 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.567
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2023-07-24 17:05:49,073 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-24 17:05:49,101 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-24 17:05:49,116 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 17:05:49,131 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:05:49,141 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:49,156 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:49,171 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 17:05:49,184 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 17:05:49,199 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.899, mIoU: 0.586
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2023-07-24 17:05:49,228 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 17:05:49,243 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 17:05:49,258 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-24 17:05:49,272 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 17:05:49,287 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 17:05:49,302 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:49,314 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:49,329 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:05:49,344 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:49,359 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-24 17:05:49,373 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 17:05:49,388 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 17:05:49,403 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 17:05:49,415 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 17:05:49,428 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.594
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2023-07-24 17:05:49,483 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.900, mIoU: 0.588
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2023-07-24 17:05:49,682 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:05:49,697 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 17:05:49,709 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 17:05:49,723 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.902, mIoU: 0.581
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2023-07-24 17:05:49,778 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.904, mIoU: 0.579
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2023-07-24 17:05:49,826 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.566
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2023-07-24 17:05:49,863 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 17:05:49,878 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.901, mIoU: 0.571
2023-07-24 17:05:49,891 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.902, mIoU: 0.571
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2023-07-24 17:05:50,018 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.904, mIoU: 0.575
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2023-07-24 17:05:50,417 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.892, mIoU: 0.557
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2023-07-24 17:05:54,590 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.889, mIoU: 0.548
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2023-07-24 17:05:54,676 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-24 17:05:54,717 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-24 17:05:54,743 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-24 17:05:54,802 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 17:05:54,812 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.890, mIoU: 0.554
2023-07-24 17:05:54,825 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.891, mIoU: 0.554
2023-07-24 17:05:54,840 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 17:05:54,855 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.891, mIoU: 0.555
2023-07-24 17:05:54,868 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 17:05:54,881 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 17:05:54,894 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.891, mIoU: 0.556
2023-07-24 17:05:54,909 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 17:05:54,925 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-24 17:05:54,939 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 17:05:54,947 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.892, mIoU: 0.557
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2023-07-24 17:05:54,976 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 17:05:54,988 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-24 17:05:55,002 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 17:05:55,017 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 17:05:55,029 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 17:05:55,044 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 17:05:55,056 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 17:05:55,072 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 17:05:55,087 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 17:05:55,101 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 17:05:55,116 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.893, mIoU: 0.561
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2023-07-24 17:05:55,142 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-24 17:05:55,156 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 17:05:55,170 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 17:05:55,184 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 17:05:55,197 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 17:05:55,216 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 17:05:55,232 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.893, mIoU: 0.562
2023-07-24 17:05:55,246 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 17:05:55,258 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 17:05:55,272 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 17:05:55,286 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-24 17:05:55,300 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 17:05:55,314 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 17:05:55,328 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 17:05:55,341 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.893, mIoU: 0.567
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2023-07-24 17:05:55,398 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-24 17:05:55,410 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.893, mIoU: 0.571
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2023-07-24 17:05:55,438 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-24 17:05:55,449 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.893, mIoU: 0.573
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2023-07-24 17:05:55,491 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.893, mIoU: 0.574
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2023-07-24 17:05:55,521 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,529 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,544 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,559 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,574 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,588 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,602 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-24 17:05:55,614 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-24 17:05:55,627 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,641 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,654 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,668 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.574
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2023-07-24 17:05:55,692 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-24 17:05:55,706 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-24 17:05:55,720 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-24 17:05:55,734 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.893, mIoU: 0.572
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2023-07-24 17:05:55,791 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-24 17:05:55,804 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-24 17:05:55,819 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,834 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,847 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.894, mIoU: 0.575
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2023-07-24 17:05:55,876 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,894 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:55,908 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,921 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,935 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:55,950 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-24 17:05:55,976 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:55,990 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:56,006 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,018 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-24 17:05:56,032 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:56,045 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:56,059 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-24 17:05:56,075 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,090 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,102 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,114 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:56,127 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.894, mIoU: 0.574
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2023-07-24 17:05:56,172 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,186 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:56,200 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 17:05:56,213 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-24 17:05:56,230 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-24 17:05:56,273 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:05:56,331 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:05:56,371 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:05:56,385 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:05:56,399 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:05:56,414 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-24 17:05:56,440 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:05:56,454 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:05:56,495 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.896, mIoU: 0.572
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2023-07-24 17:05:56,524 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:56,538 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:56,553 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:05:56,568 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 17:05:56,611 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:56,623 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:56,638 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-24 17:05:56,667 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:05:56,679 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-24 17:05:56,707 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 17:05:57,358 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 17:05:57,370 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:57,378 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:57,392 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:57,407 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:57,422 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,437 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,451 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,466 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:05:57,481 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,496 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,508 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,522 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,536 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:05:57,550 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-24 17:05:57,565 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 17:05:57,578 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 17:05:57,590 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 17:05:57,603 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 17:05:57,616 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 17:05:57,629 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 17:05:57,642 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 17:05:57,655 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 17:05:57,668 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,683 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,695 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,708 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,721 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,732 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,746 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-24 17:05:57,761 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:05:57,775 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,790 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,804 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,819 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,832 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,847 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 17:05:57,862 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:57,878 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:57,893 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:57,908 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:57,923 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:57,935 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 17:05:57,948 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:57,960 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:57,975 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:57,990 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 17:05:58,003 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,016 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,031 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,045 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,060 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,075 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,089 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,103 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,117 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,130 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,144 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,159 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,173 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,189 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,202 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,218 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,233 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,245 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,258 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,275 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,290 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,304 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,319 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,330 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,343 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 17:05:58,356 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,369 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:58,383 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:58,399 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,412 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,427 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,440 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,455 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,470 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,483 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,496 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,511 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,526 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,539 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,554 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,569 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,583 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,596 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:05:58,610 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,625 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 17:05:58,642 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,655 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,669 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,682 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,697 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,709 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,722 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,737 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,751 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,764 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:05:58,779 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,794 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,809 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,824 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,836 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,848 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,862 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,876 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,889 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,902 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,917 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,930 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,943 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,957 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:58,973 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:58,987 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,003 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,016 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,029 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:59,044 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,058 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,073 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:59,088 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:59,100 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,113 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,124 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,139 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,154 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,169 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,183 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,194 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,206 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,221 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,235 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,248 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,264 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,278 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,293 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,307 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,322 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 17:05:59,335 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,350 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,364 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,377 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,393 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,408 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,423 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,438 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,452 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,466 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:05:59,480 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:59,493 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,507 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,521 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,533 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,546 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,558 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,573 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:05:59,586 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,602 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,616 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,627 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,640 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,656 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,671 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,684 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,699 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,713 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:05:59,726 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,740 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,755 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,769 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:05:59,782 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:05:59,793 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:05:59,810 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,824 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,839 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,852 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,866 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:05:59,881 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:05:59,896 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:05:59,910 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 17:05:59,923 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:05:59,938 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 17:05:59,951 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 17:05:59,965 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:05:59,979 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:05:59,992 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:06:00,007 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:06:00,020 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:06:00,035 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:06:00,050 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:06:00,064 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,078 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,093 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,108 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,122 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,137 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,151 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,167 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,182 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,191 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,205 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:06:00,218 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,232 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,247 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,262 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,275 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:06:00,291 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:06:00,307 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:06:00,321 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,336 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,352 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,365 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,380 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,395 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,410 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,422 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,437 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,452 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,467 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,480 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,494 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,509 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,521 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:00,535 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:00,549 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:00,562 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:00,575 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,588 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,601 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,616 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,630 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,644 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,658 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,673 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,687 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:00,700 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:00,715 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,728 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:00,741 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:00,756 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:00,771 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:00,786 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:00,802 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,815 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,828 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,844 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,859 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,872 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 17:06:00,886 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,899 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,914 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,927 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,942 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,956 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:00,970 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:00,979 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:00,994 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,009 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:01,021 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:01,035 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:01,049 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,063 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,076 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,091 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,106 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,121 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:01,136 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,151 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,168 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,184 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,198 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,213 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,228 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,242 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 17:06:01,255 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 17:06:01,270 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 17:06:01,285 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,300 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,308 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,321 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,333 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 17:06:01,344 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,355 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 17:06:01,369 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,383 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,396 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 17:06:01,408 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:01,420 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:01,433 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:01,443 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 17:06:01,458 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 17:06:01,470 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,484 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,497 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,511 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,525 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,536 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,548 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,562 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,576 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,589 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,603 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,615 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,625 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,636 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,648 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,658 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,673 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,685 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,699 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,714 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,728 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,741 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,756 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,770 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,784 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 17:06:01,799 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,812 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,825 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,840 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:01,855 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,867 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,880 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,895 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,907 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,923 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,936 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,951 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,966 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:01,983 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 17:06:01,998 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,011 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,026 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,040 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 17:06:02,054 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,069 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,081 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,094 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,108 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,123 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,138 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 17:06:02,153 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,168 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,184 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 17:06:02,199 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,214 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,227 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,242 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,252 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,265 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,280 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 17:06:02,292 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,308 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,324 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,338 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,353 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,367 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,381 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,395 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,407 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,421 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,433 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,447 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,460 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,473 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,486 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,498 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,512 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,527 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,542 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,556 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,571 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,584 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,596 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 17:06:02,611 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,624 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,637 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,652 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,667 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,682 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,695 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,707 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,722 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,737 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-24 17:06:02,777 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 17:06:02,792 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-24 17:06:02,850 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 17:06:02,864 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-24 17:06:02,921 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 17:06:02,935 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 17:06:02,949 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 17:06:02,962 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-24 17:06:03,075 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-24 17:06:03,104 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 17:06:03,118 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.899, mIoU: 0.583
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2023-07-24 17:06:03,162 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 17:06:03,175 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.582
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2023-07-24 17:06:03,309 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-24 17:06:03,338 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.898, mIoU: 0.581
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2023-07-24 17:06:03,367 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:06:03,381 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.581
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2023-07-24 17:06:03,539 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 17:06:03,553 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.581
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2023-07-24 17:06:04,080 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.899, mIoU: 0.581
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2023-07-24 17:06:05,383 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,397 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,412 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,427 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,440 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,453 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,468 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,481 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,495 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,510 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,525 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,539 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,553 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 17:06:05,568 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 17:06:05,582 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 17:06:05,595 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 17:06:05,609 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 17:06:05,623 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.896, mIoU: 0.574
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2023-07-24 17:06:05,651 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 17:06:05,665 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,680 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,692 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,704 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,718 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,732 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,745 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,759 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,773 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,787 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,801 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,816 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,830 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,845 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,857 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,870 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,882 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,895 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,908 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:06:05,922 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:06:05,937 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:06:05,950 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 17:06:05,962 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,977 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:05,988 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,001 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,016 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,030 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,045 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,059 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-24 17:06:06,071 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 17:06:06,086 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,100 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,112 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,157 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,169 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,199 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,213 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,228 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,241 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,256 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,271 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-24 17:06:06,300 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,312 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,327 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,342 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-24 17:06:06,374 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,389 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 17:06:06,403 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.573
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2023-07-24 17:06:06,572 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,711 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,738 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,752 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,781 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.896, mIoU: 0.572
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2023-07-24 17:06:06,806 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:06:06,820 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 17:06:06,835 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,849 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 17:06:06,861 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 17:06:06,920 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-24 17:06:07,118 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 17:06:07,133 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.895, mIoU: 0.571
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2023-07-24 17:06:07,191 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 17:06:07,250 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-24 17:06:07,266 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-24 17:06:07,279 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.570
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2023-07-24 17:06:07,322 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 17:06:07,376 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 17:06:07,392 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 17:06:07,407 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 17:06:07,421 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 17:06:07,547 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 17:06:07,560 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 17:06:08,068 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 17:06:08,082 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 17:06:08,096 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 17:06:08,110 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 17:06:08,122 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,136 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,150 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,164 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,180 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,192 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,206 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,220 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 17:06:08,236 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 17:06:24,438 semantic_segmentation INFO: Iters: 13610/150000 || Lr: 0.018359 || Task Loss: 0.6430 || KD Loss: 0.2750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:08 || Estimated Time: 2 days, 15:29:30
2023-07-24 17:06:40,636 semantic_segmentation INFO: Iters: 13620/150000 || Lr: 0.018358 || Task Loss: 0.7034 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:25 || Estimated Time: 2 days, 15:29:07
2023-07-24 17:06:56,825 semantic_segmentation INFO: Iters: 13630/150000 || Lr: 0.018357 || Task Loss: 0.7033 || KD Loss: 0.2491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:41 || Estimated Time: 2 days, 15:28:45
2023-07-24 17:07:13,083 semantic_segmentation INFO: Iters: 13640/150000 || Lr: 0.018356 || Task Loss: 0.5121 || KD Loss: 0.1338|| 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: 6:20:57 || Estimated Time: 2 days, 15:28:23
2023-07-24 17:07:29,373 semantic_segmentation INFO: Iters: 13650/150000 || Lr: 0.018354 || Task Loss: 0.7800 || KD Loss: 0.2526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:13 || Estimated Time: 2 days, 15:28:02
2023-07-24 17:07:45,604 semantic_segmentation INFO: Iters: 13660/150000 || Lr: 0.018353 || Task Loss: 1.2803 || KD Loss: 0.6505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:30 || Estimated Time: 2 days, 15:27:40
2023-07-24 17:08:01,943 semantic_segmentation INFO: Iters: 13670/150000 || Lr: 0.018352 || Task Loss: 0.7560 || KD Loss: 0.3220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:46 || Estimated Time: 2 days, 15:27:19
2023-07-24 17:08:18,334 semantic_segmentation INFO: Iters: 13680/150000 || Lr: 0.018351 || Task Loss: 0.6233 || KD Loss: 0.1798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:02 || Estimated Time: 2 days, 15:26:58
2023-07-24 17:08:34,767 semantic_segmentation INFO: Iters: 13690/150000 || Lr: 0.018350 || Task Loss: 0.4751 || KD Loss: 0.1129|| 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: 6:22:19 || Estimated Time: 2 days, 15:26:38
2023-07-24 17:08:51,188 semantic_segmentation INFO: Iters: 13700/150000 || Lr: 0.018348 || Task Loss: 0.5687 || KD Loss: 0.1825|| 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: 6:22:35 || Estimated Time: 2 days, 15:26:18
2023-07-24 17:09:07,531 semantic_segmentation INFO: Iters: 13710/150000 || Lr: 0.018347 || Task Loss: 0.4777 || KD Loss: 0.1279|| 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: 6:22:52 || Estimated Time: 2 days, 15:25:57
2023-07-24 17:09:23,971 semantic_segmentation INFO: Iters: 13720/150000 || Lr: 0.018346 || Task Loss: 0.7299 || KD Loss: 0.2523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2765|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:08 || Estimated Time: 2 days, 15:25:37
2023-07-24 17:09:40,343 semantic_segmentation INFO: Iters: 13730/150000 || Lr: 0.018345 || Task Loss: 0.6289 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:24 || Estimated Time: 2 days, 15:25:17
2023-07-24 17:09:56,645 semantic_segmentation INFO: Iters: 13740/150000 || Lr: 0.018344 || Task Loss: 1.0198 || KD Loss: 0.3330|| 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: 6:23:41 || Estimated Time: 2 days, 15:24:56
2023-07-24 17:10:12,875 semantic_segmentation INFO: Iters: 13750/150000 || Lr: 0.018342 || Task Loss: 0.6272 || KD Loss: 0.1836|| 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: 6:23:57 || Estimated Time: 2 days, 15:24:34
2023-07-24 17:10:29,115 semantic_segmentation INFO: Iters: 13760/150000 || Lr: 0.018341 || Task Loss: 0.6121 || KD Loss: 0.2462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:13 || Estimated Time: 2 days, 15:24:12
2023-07-24 17:10:45,466 semantic_segmentation INFO: Iters: 13770/150000 || Lr: 0.018340 || Task Loss: 0.8424 || KD Loss: 0.2581|| 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: 6:24:29 || Estimated Time: 2 days, 15:23:51
2023-07-24 17:11:01,754 semantic_segmentation INFO: Iters: 13780/150000 || Lr: 0.018339 || Task Loss: 0.5238 || KD Loss: 0.1582|| 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: 6:24:46 || Estimated Time: 2 days, 15:23:30
2023-07-24 17:11:17,986 semantic_segmentation INFO: Iters: 13790/150000 || Lr: 0.018337 || Task Loss: 0.6006 || KD Loss: 0.2122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:02 || Estimated Time: 2 days, 15:23:08
2023-07-24 17:11:34,422 semantic_segmentation INFO: Iters: 13800/150000 || Lr: 0.018336 || Task Loss: 0.6324 || KD Loss: 0.2156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:18 || Estimated Time: 2 days, 15:22:48
2023-07-24 17:11:50,709 semantic_segmentation INFO: Iters: 13810/150000 || Lr: 0.018335 || Task Loss: 0.9333 || KD Loss: 0.2755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:35 || Estimated Time: 2 days, 15:22:27
2023-07-24 17:12:07,045 semantic_segmentation INFO: Iters: 13820/150000 || Lr: 0.018334 || Task Loss: 0.6668 || KD Loss: 0.1731|| 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: 6:25:51 || Estimated Time: 2 days, 15:22:06
2023-07-24 17:12:23,376 semantic_segmentation INFO: Iters: 13830/150000 || Lr: 0.018333 || Task Loss: 0.7458 || KD Loss: 0.2997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:07 || Estimated Time: 2 days, 15:21:45
2023-07-24 17:12:39,757 semantic_segmentation INFO: Iters: 13840/150000 || Lr: 0.018331 || Task Loss: 0.8186 || KD Loss: 0.2528|| 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: 6:26:24 || Estimated Time: 2 days, 15:21:24
2023-07-24 17:12:56,114 semantic_segmentation INFO: Iters: 13850/150000 || Lr: 0.018330 || Task Loss: 0.6185 || KD Loss: 0.1892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:40 || Estimated Time: 2 days, 15:21:04
2023-07-24 17:13:12,399 semantic_segmentation INFO: Iters: 13860/150000 || Lr: 0.018329 || Task Loss: 0.8036 || KD Loss: 0.3042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:26:56 || Estimated Time: 2 days, 15:20:42
2023-07-24 17:13:28,700 semantic_segmentation INFO: Iters: 13870/150000 || Lr: 0.018328 || Task Loss: 0.6907 || KD Loss: 0.2192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:13 || Estimated Time: 2 days, 15:20:21
2023-07-24 17:13:45,082 semantic_segmentation INFO: Iters: 13880/150000 || Lr: 0.018327 || Task Loss: 0.5926 || KD Loss: 0.1582|| 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: 6:27:29 || Estimated Time: 2 days, 15:20:01
2023-07-24 17:14:01,481 semantic_segmentation INFO: Iters: 13890/150000 || Lr: 0.018325 || Task Loss: 0.7333 || KD Loss: 0.2589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:45 || Estimated Time: 2 days, 15:19:41
2023-07-24 17:14:17,874 semantic_segmentation INFO: Iters: 13900/150000 || Lr: 0.018324 || Task Loss: 0.8925 || KD Loss: 0.3921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:02 || Estimated Time: 2 days, 15:19:20
2023-07-24 17:14:34,268 semantic_segmentation INFO: Iters: 13910/150000 || Lr: 0.018323 || Task Loss: 0.8831 || KD Loss: 0.3059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:18 || Estimated Time: 2 days, 15:19:00
2023-07-24 17:14:50,707 semantic_segmentation INFO: Iters: 13920/150000 || Lr: 0.018322 || Task Loss: 0.6208 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:35 || Estimated Time: 2 days, 15:18:41
2023-07-24 17:15:06,995 semantic_segmentation INFO: Iters: 13930/150000 || Lr: 0.018320 || Task Loss: 0.7748 || KD Loss: 0.2434|| 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: 6:28:51 || Estimated Time: 2 days, 15:18:20
2023-07-24 17:15:23,388 semantic_segmentation INFO: Iters: 13940/150000 || Lr: 0.018319 || Task Loss: 0.6748 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:17:59
2023-07-24 17:15:39,751 semantic_segmentation INFO: Iters: 13950/150000 || Lr: 0.018318 || Task Loss: 0.6489 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:17:38
2023-07-24 17:15:56,365 semantic_segmentation INFO: Iters: 13960/150000 || Lr: 0.018317 || Task Loss: 0.8591 || KD Loss: 0.3738|| 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: 6:29:40 || Estimated Time: 2 days, 15:17:20
2023-07-24 17:16:12,749 semantic_segmentation INFO: Iters: 13970/150000 || Lr: 0.018316 || Task Loss: 0.5525 || KD Loss: 0.1483|| 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: 6:29:57 || Estimated Time: 2 days, 15:17:00
2023-07-24 17:16:29,117 semantic_segmentation INFO: Iters: 13980/150000 || Lr: 0.018314 || Task Loss: 0.8408 || KD Loss: 0.3363|| 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: 6:30:13 || Estimated Time: 2 days, 15:16:40
2023-07-24 17:16:45,535 semantic_segmentation INFO: Iters: 13990/150000 || Lr: 0.018313 || Task Loss: 0.8442 || KD Loss: 0.2962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:30 || Estimated Time: 2 days, 15:16:20
2023-07-24 17:17:01,902 semantic_segmentation INFO: Iters: 14000/150000 || Lr: 0.018312 || Task Loss: 0.4883 || KD Loss: 0.1738|| 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: 6:30:46 || Estimated Time: 2 days, 15:15:59
2023-07-24 17:17:18,241 semantic_segmentation INFO: Iters: 14010/150000 || Lr: 0.018311 || Task Loss: 0.5358 || KD Loss: 0.1595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:02 || Estimated Time: 2 days, 15:15:39
2023-07-24 17:17:34,462 semantic_segmentation INFO: Iters: 14020/150000 || Lr: 0.018310 || Task Loss: 0.7499 || KD Loss: 0.2455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:18 || Estimated Time: 2 days, 15:15:17
2023-07-24 17:17:50,742 semantic_segmentation INFO: Iters: 14030/150000 || Lr: 0.018308 || Task Loss: 0.6972 || KD Loss: 0.3103|| 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: 6:31:35 || Estimated Time: 2 days, 15:14:56
2023-07-24 17:18:07,020 semantic_segmentation INFO: Iters: 14040/150000 || Lr: 0.018307 || Task Loss: 0.5549 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:51 || Estimated Time: 2 days, 15:14:34
2023-07-24 17:18:23,296 semantic_segmentation INFO: Iters: 14050/150000 || Lr: 0.018306 || Task Loss: 0.9409 || KD Loss: 0.4178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:07 || Estimated Time: 2 days, 15:14:13
2023-07-24 17:18:39,506 semantic_segmentation INFO: Iters: 14060/150000 || Lr: 0.018305 || Task Loss: 0.6818 || KD Loss: 0.2525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:23 || Estimated Time: 2 days, 15:13:51
2023-07-24 17:18:55,875 semantic_segmentation INFO: Iters: 14070/150000 || Lr: 0.018304 || Task Loss: 1.0928 || KD Loss: 0.3410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2849|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:40 || Estimated Time: 2 days, 15:13:31
2023-07-24 17:19:12,236 semantic_segmentation INFO: Iters: 14080/150000 || Lr: 0.018302 || Task Loss: 0.7014 || KD Loss: 0.2027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:56 || Estimated Time: 2 days, 15:13:10
2023-07-24 17:19:28,526 semantic_segmentation INFO: Iters: 14090/150000 || Lr: 0.018301 || Task Loss: 0.5002 || KD Loss: 0.1746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:13 || Estimated Time: 2 days, 15:12:49
2023-07-24 17:19:44,913 semantic_segmentation INFO: Iters: 14100/150000 || Lr: 0.018300 || Task Loss: 0.5605 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:29 || Estimated Time: 2 days, 15:12:29
2023-07-24 17:20:01,271 semantic_segmentation INFO: Iters: 14110/150000 || Lr: 0.018299 || Task Loss: 0.8897 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:45 || Estimated Time: 2 days, 15:12:08
2023-07-24 17:20:17,495 semantic_segmentation INFO: Iters: 14120/150000 || Lr: 0.018297 || Task Loss: 0.4677 || KD Loss: 0.1654|| 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: 6:34:01 || Estimated Time: 2 days, 15:11:47
2023-07-24 17:20:33,864 semantic_segmentation INFO: Iters: 14130/150000 || Lr: 0.018296 || Task Loss: 0.4948 || KD Loss: 0.1915|| 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: 6:34:18 || Estimated Time: 2 days, 15:11:26
2023-07-24 17:20:50,241 semantic_segmentation INFO: Iters: 14140/150000 || Lr: 0.018295 || Task Loss: 0.7976 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:34 || Estimated Time: 2 days, 15:11:06
2023-07-24 17:21:06,628 semantic_segmentation INFO: Iters: 14150/150000 || Lr: 0.018294 || Task Loss: 0.7423 || KD Loss: 0.2339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:51 || Estimated Time: 2 days, 15:10:46
2023-07-24 17:21:22,998 semantic_segmentation INFO: Iters: 14160/150000 || Lr: 0.018293 || Task Loss: 1.2685 || KD Loss: 0.5130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:07 || Estimated Time: 2 days, 15:10:26
2023-07-24 17:21:39,255 semantic_segmentation INFO: Iters: 14170/150000 || Lr: 0.018291 || Task Loss: 0.6699 || KD Loss: 0.2562|| 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: 6:35:23 || Estimated Time: 2 days, 15:10:04
2023-07-24 17:21:55,492 semantic_segmentation INFO: Iters: 14180/150000 || Lr: 0.018290 || Task Loss: 0.8425 || KD Loss: 0.3702|| 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: 6:35:39 || Estimated Time: 2 days, 15:09:43
2023-07-24 17:22:11,759 semantic_segmentation INFO: Iters: 14190/150000 || Lr: 0.018289 || Task Loss: 0.5741 || KD Loss: 0.2290|| 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: 6:35:56 || Estimated Time: 2 days, 15:09:21
2023-07-24 17:22:28,128 semantic_segmentation INFO: Iters: 14200/150000 || Lr: 0.018288 || Task Loss: 1.7143 || KD Loss: 0.8316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:12 || Estimated Time: 2 days, 15:09:01
2023-07-24 17:22:44,553 semantic_segmentation INFO: Iters: 14210/150000 || Lr: 0.018287 || Task Loss: 0.6189 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:29 || Estimated Time: 2 days, 15:08:41
2023-07-24 17:23:00,923 semantic_segmentation INFO: Iters: 14220/150000 || Lr: 0.018285 || Task Loss: 0.7955 || KD Loss: 0.2877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:08:21
2023-07-24 17:23:17,309 semantic_segmentation INFO: Iters: 14230/150000 || Lr: 0.018284 || Task Loss: 0.5992 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:01 || Estimated Time: 2 days, 15:08:01
2023-07-24 17:23:33,670 semantic_segmentation INFO: Iters: 14240/150000 || Lr: 0.018283 || Task Loss: 0.5200 || KD Loss: 0.1584|| 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: 6:37:18 || Estimated Time: 2 days, 15:07:40
2023-07-24 17:23:50,084 semantic_segmentation INFO: Iters: 14250/150000 || Lr: 0.018282 || Task Loss: 0.6982 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:34 || Estimated Time: 2 days, 15:07:21
2023-07-24 17:24:06,455 semantic_segmentation INFO: Iters: 14260/150000 || Lr: 0.018280 || Task Loss: 0.4794 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:50 || Estimated Time: 2 days, 15:07:01
2023-07-24 17:24:23,247 semantic_segmentation INFO: Iters: 14270/150000 || Lr: 0.018279 || Task Loss: 0.6989 || KD Loss: 0.2765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:07 || Estimated Time: 2 days, 15:06:43
2023-07-24 17:24:42,699 semantic_segmentation INFO: Iters: 14280/150000 || Lr: 0.018278 || Task Loss: 0.6338 || KD Loss: 0.2108|| 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: 6:38:27 || Estimated Time: 2 days, 15:06:54
2023-07-24 17:24:59,031 semantic_segmentation INFO: Iters: 14290/150000 || Lr: 0.018277 || Task Loss: 0.5118 || KD Loss: 0.1516|| 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: 6:38:43 || Estimated Time: 2 days, 15:06:33
2023-07-24 17:25:15,294 semantic_segmentation INFO: Iters: 14300/150000 || Lr: 0.018276 || Task Loss: 0.7972 || KD Loss: 0.2649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:59 || Estimated Time: 2 days, 15:06:12
2023-07-24 17:25:31,655 semantic_segmentation INFO: Iters: 14310/150000 || Lr: 0.018274 || Task Loss: 0.7124 || KD Loss: 0.2059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:16 || Estimated Time: 2 days, 15:05:51
2023-07-24 17:25:48,044 semantic_segmentation INFO: Iters: 14320/150000 || Lr: 0.018273 || Task Loss: 0.9576 || KD Loss: 0.3079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2948|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:32 || Estimated Time: 2 days, 15:05:31
2023-07-24 17:26:04,428 semantic_segmentation INFO: Iters: 14330/150000 || Lr: 0.018272 || Task Loss: 0.7810 || KD Loss: 0.2328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:48 || Estimated Time: 2 days, 15:05:11
2023-07-24 17:26:20,803 semantic_segmentation INFO: Iters: 14340/150000 || Lr: 0.018271 || Task Loss: 0.6458 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:05 || Estimated Time: 2 days, 15:04:51
2023-07-24 17:26:37,192 semantic_segmentation INFO: Iters: 14350/150000 || Lr: 0.018270 || Task Loss: 0.7784 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:21 || Estimated Time: 2 days, 15:04:30
2023-07-24 17:26:53,578 semantic_segmentation INFO: Iters: 14360/150000 || Lr: 0.018268 || Task Loss: 0.7342 || KD Loss: 0.2073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:38 || Estimated Time: 2 days, 15:04:10
2023-07-24 17:27:09,886 semantic_segmentation INFO: Iters: 14370/150000 || Lr: 0.018267 || Task Loss: 0.5724 || KD Loss: 0.1853|| 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: 6:40:54 || Estimated Time: 2 days, 15:03:50
2023-07-24 17:27:26,241 semantic_segmentation INFO: Iters: 14380/150000 || Lr: 0.018266 || Task Loss: 0.4136 || KD Loss: 0.1178|| 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: 6:41:10 || Estimated Time: 2 days, 15:03:29
2023-07-24 17:27:42,584 semantic_segmentation INFO: Iters: 14390/150000 || Lr: 0.018265 || Task Loss: 1.1655 || KD Loss: 0.5927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:27 || Estimated Time: 2 days, 15:03:09
2023-07-24 17:27:58,921 semantic_segmentation INFO: Iters: 14400/150000 || Lr: 0.018264 || Task Loss: 0.4547 || KD Loss: 0.1275|| 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: 6:41:43 || Estimated Time: 2 days, 15:02:48
2023-07-24 17:27:59,037 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:27:59,496 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.087
2023-07-24 17:27:59,519 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.932, mIoU: 0.122
2023-07-24 17:27:59,531 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.154
2023-07-24 17:27:59,544 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.932, mIoU: 0.150
2023-07-24 17:27:59,557 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.915, mIoU: 0.216
2023-07-24 17:27:59,569 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.876, mIoU: 0.217
2023-07-24 17:27:59,582 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.862, mIoU: 0.238
2023-07-24 17:27:59,596 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.876, mIoU: 0.244
2023-07-24 17:27:59,608 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.879, mIoU: 0.266
2023-07-24 17:27:59,622 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.887, mIoU: 0.298
2023-07-24 17:27:59,636 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.883, mIoU: 0.320
2023-07-24 17:27:59,650 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.313
2023-07-24 17:27:59,661 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.853, mIoU: 0.312
2023-07-24 17:27:59,675 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.855, mIoU: 0.293
2023-07-24 17:27:59,688 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.829, mIoU: 0.283
2023-07-24 17:27:59,700 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.833, mIoU: 0.279
2023-07-24 17:27:59,712 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.831, mIoU: 0.279
2023-07-24 17:27:59,723 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.825, mIoU: 0.275
2023-07-24 17:27:59,737 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.833, mIoU: 0.278
2023-07-24 17:27:59,752 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.838, mIoU: 0.309
2023-07-24 17:27:59,766 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.846, mIoU: 0.326
2023-07-24 17:27:59,780 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.839, mIoU: 0.319
2023-07-24 17:27:59,793 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.831, mIoU: 0.325
2023-07-24 17:27:59,809 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.835, mIoU: 0.328
2023-07-24 17:27:59,825 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.840, mIoU: 0.339
2023-07-24 17:27:59,838 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.839, mIoU: 0.337
2023-07-24 17:27:59,853 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.844, mIoU: 0.350
2023-07-24 17:27:59,864 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.821, mIoU: 0.341
2023-07-24 17:27:59,879 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.818, mIoU: 0.336
2023-07-24 17:27:59,893 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.825, mIoU: 0.337
2023-07-24 17:27:59,907 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.830, mIoU: 0.345
2023-07-24 17:27:59,922 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.834, mIoU: 0.345
2023-07-24 17:27:59,937 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.835, mIoU: 0.354
2023-07-24 17:27:59,951 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.838, mIoU: 0.354
2023-07-24 17:27:59,965 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.841, mIoU: 0.371
2023-07-24 17:27:59,980 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.844, mIoU: 0.372
2023-07-24 17:27:59,994 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.848, mIoU: 0.372
2023-07-24 17:28:00,006 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.851, mIoU: 0.415
2023-07-24 17:28:00,022 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.848, mIoU: 0.407
2023-07-24 17:28:00,034 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.849, mIoU: 0.403
2023-07-24 17:28:00,047 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.850, mIoU: 0.441
2023-07-24 17:28:00,061 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.851, mIoU: 0.439
2023-07-24 17:28:00,075 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 17:28:00,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.845, mIoU: 0.431
2023-07-24 17:28:00,103 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.845, mIoU: 0.431
2023-07-24 17:28:00,118 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.847, mIoU: 0.435
2023-07-24 17:28:00,131 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.850, mIoU: 0.439
2023-07-24 17:28:00,143 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.851, mIoU: 0.440
2023-07-24 17:28:00,157 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.851, mIoU: 0.434
2023-07-24 17:28:00,172 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.850, mIoU: 0.433
2023-07-24 17:28:00,187 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.850, mIoU: 0.430
2023-07-24 17:28:00,202 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.853, mIoU: 0.430
2023-07-24 17:28:00,215 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.855, mIoU: 0.428
2023-07-24 17:28:00,231 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.855, mIoU: 0.425
2023-07-24 17:28:00,246 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.854, mIoU: 0.423
2023-07-24 17:28:00,259 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.855, mIoU: 0.424
2023-07-24 17:28:00,275 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.855, mIoU: 0.422
2023-07-24 17:28:00,292 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.858, mIoU: 0.423
2023-07-24 17:28:00,305 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.856, mIoU: 0.416
2023-07-24 17:28:00,320 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.850, mIoU: 0.435
2023-07-24 17:28:00,333 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.851, mIoU: 0.443
2023-07-24 17:28:00,348 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.853, mIoU: 0.443
2023-07-24 17:28:00,361 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.855, mIoU: 0.442
2023-07-24 17:28:00,380 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.857, mIoU: 0.450
2023-07-24 17:28:00,394 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.859, mIoU: 0.450
2023-07-24 17:28:00,410 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.860, mIoU: 0.450
2023-07-24 17:28:00,425 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.862, mIoU: 0.451
2023-07-24 17:28:00,437 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.864, mIoU: 0.476
2023-07-24 17:28:00,452 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.865, mIoU: 0.478
2023-07-24 17:28:00,467 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.858, mIoU: 0.472
2023-07-24 17:28:00,483 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.858, mIoU: 0.489
2023-07-24 17:28:00,496 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.860, mIoU: 0.490
2023-07-24 17:28:00,511 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.860, mIoU: 0.491
2023-07-24 17:28:00,525 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.860, mIoU: 0.488
2023-07-24 17:28:00,539 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.862, mIoU: 0.492
2023-07-24 17:28:00,553 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.850, mIoU: 0.477
2023-07-24 17:28:00,567 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.847, mIoU: 0.473
2023-07-24 17:28:00,576 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.845, mIoU: 0.472
2023-07-24 17:28:00,591 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.843, mIoU: 0.477
2023-07-24 17:28:00,607 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.845, mIoU: 0.479
2023-07-24 17:28:00,620 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.846, mIoU: 0.486
2023-07-24 17:28:00,635 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.847, mIoU: 0.488
2023-07-24 17:28:00,649 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.847, mIoU: 0.488
2023-07-24 17:28:00,664 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.842, mIoU: 0.480
2023-07-24 17:28:00,679 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.840, mIoU: 0.466
2023-07-24 17:28:00,694 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.840, mIoU: 0.467
2023-07-24 17:28:00,709 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.842, mIoU: 0.467
2023-07-24 17:28:00,724 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.842, mIoU: 0.467
2023-07-24 17:28:00,738 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.842, mIoU: 0.472
2023-07-24 17:28:00,751 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.843, mIoU: 0.473
2023-07-24 17:28:00,766 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.844, mIoU: 0.474
2023-07-24 17:28:00,781 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.846, mIoU: 0.475
2023-07-24 17:28:00,795 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.844, mIoU: 0.477
2023-07-24 17:28:00,810 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.845, mIoU: 0.493
2023-07-24 17:28:00,825 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.843, mIoU: 0.491
2023-07-24 17:28:00,839 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.843, mIoU: 0.491
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2023-07-24 17:28:00,864 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.845, mIoU: 0.493
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2023-07-24 17:28:00,891 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.845, mIoU: 0.494
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2023-07-24 17:28:00,919 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.847, mIoU: 0.492
2023-07-24 17:28:00,932 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.848, mIoU: 0.493
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2023-07-24 17:28:00,987 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.848, mIoU: 0.495
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2023-07-24 17:28:01,026 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.850, mIoU: 0.491
2023-07-24 17:28:01,039 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.850, mIoU: 0.496
2023-07-24 17:28:01,052 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.852, mIoU: 0.497
2023-07-24 17:28:01,067 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.852, mIoU: 0.497
2023-07-24 17:28:01,081 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.853, mIoU: 0.498
2023-07-24 17:28:01,096 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.854, mIoU: 0.501
2023-07-24 17:28:01,109 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.855, mIoU: 0.501
2023-07-24 17:28:01,122 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.849, mIoU: 0.500
2023-07-24 17:28:01,136 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.846, mIoU: 0.499
2023-07-24 17:28:01,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.847, mIoU: 0.497
2023-07-24 17:28:01,164 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.846, mIoU: 0.496
2023-07-24 17:28:01,178 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.843, mIoU: 0.494
2023-07-24 17:28:01,191 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.844, mIoU: 0.494
2023-07-24 17:28:01,204 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.845, mIoU: 0.491
2023-07-24 17:28:01,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.845, mIoU: 0.491
2023-07-24 17:28:01,234 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.846, mIoU: 0.490
2023-07-24 17:28:01,242 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.846, mIoU: 0.493
2023-07-24 17:28:01,253 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.846, mIoU: 0.492
2023-07-24 17:28:01,269 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.841, mIoU: 0.482
2023-07-24 17:28:01,278 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.842, mIoU: 0.483
2023-07-24 17:28:01,291 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.843, mIoU: 0.487
2023-07-24 17:28:01,305 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.844, mIoU: 0.487
2023-07-24 17:28:01,320 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.845, mIoU: 0.488
2023-07-24 17:28:01,332 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.846, mIoU: 0.489
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2023-07-24 17:28:01,360 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.847, mIoU: 0.492
2023-07-24 17:28:01,372 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.848, mIoU: 0.493
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2023-07-24 17:28:01,473 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.849, mIoU: 0.497
2023-07-24 17:28:01,490 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.850, mIoU: 0.499
2023-07-24 17:28:01,504 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.851, mIoU: 0.500
2023-07-24 17:28:01,518 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.851, mIoU: 0.499
2023-07-24 17:28:01,533 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.851, mIoU: 0.498
2023-07-24 17:28:01,547 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.850, mIoU: 0.504
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2023-07-24 17:28:01,571 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.851, mIoU: 0.513
2023-07-24 17:28:01,586 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.851, mIoU: 0.515
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2023-07-24 17:28:01,613 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.852, mIoU: 0.515
2023-07-24 17:28:01,625 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.852, mIoU: 0.515
2023-07-24 17:28:01,638 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.853, mIoU: 0.515
2023-07-24 17:28:01,653 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.853, mIoU: 0.514
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2023-07-24 17:28:01,696 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.853, mIoU: 0.511
2023-07-24 17:28:01,711 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.853, mIoU: 0.513
2023-07-24 17:28:01,726 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.854, mIoU: 0.514
2023-07-24 17:28:01,740 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.855, mIoU: 0.514
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2023-07-24 17:28:01,768 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.856, mIoU: 0.514
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2023-07-24 17:28:01,793 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.855, mIoU: 0.509
2023-07-24 17:28:01,805 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.854, mIoU: 0.507
2023-07-24 17:28:01,819 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.855, mIoU: 0.507
2023-07-24 17:28:01,833 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.852, mIoU: 0.497
2023-07-24 17:28:01,848 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.850, mIoU: 0.490
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2023-07-24 17:28:05,229 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.851, mIoU: 0.486
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2023-07-24 17:28:05,253 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.851, mIoU: 0.487
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2023-07-24 17:28:05,282 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.852, mIoU: 0.487
2023-07-24 17:28:05,297 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.852, mIoU: 0.488
2023-07-24 17:28:05,312 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.852, mIoU: 0.488
2023-07-24 17:28:05,324 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.852, mIoU: 0.488
2023-07-24 17:28:05,339 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.852, mIoU: 0.488
2023-07-24 17:28:05,353 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.852, mIoU: 0.489
2023-07-24 17:28:05,367 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.851, mIoU: 0.488
2023-07-24 17:28:05,380 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.852, mIoU: 0.489
2023-07-24 17:28:05,395 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.851, mIoU: 0.489
2023-07-24 17:28:05,406 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.852, mIoU: 0.489
2023-07-24 17:28:05,422 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.852, mIoU: 0.490
2023-07-24 17:28:05,436 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.852, mIoU: 0.491
2023-07-24 17:28:05,451 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,466 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.853, mIoU: 0.494
2023-07-24 17:28:05,478 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,493 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,508 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,520 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.853, mIoU: 0.494
2023-07-24 17:28:05,534 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.853, mIoU: 0.494
2023-07-24 17:28:05,549 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,563 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.851, mIoU: 0.493
2023-07-24 17:28:05,578 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,593 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.852, mIoU: 0.495
2023-07-24 17:28:05,608 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,623 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,638 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,653 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,667 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,681 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,694 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,707 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,723 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.852, mIoU: 0.496
2023-07-24 17:28:05,738 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,752 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,767 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.851, mIoU: 0.495
2023-07-24 17:28:05,779 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.851, mIoU: 0.494
2023-07-24 17:28:05,794 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,807 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.852, mIoU: 0.495
2023-07-24 17:28:05,817 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.852, mIoU: 0.494
2023-07-24 17:28:05,830 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.851, mIoU: 0.492
2023-07-24 17:28:05,844 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.852, mIoU: 0.492
2023-07-24 17:28:05,859 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.852, mIoU: 0.492
2023-07-24 17:28:05,873 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,888 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,903 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.852, mIoU: 0.492
2023-07-24 17:28:05,917 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.851, mIoU: 0.491
2023-07-24 17:28:05,925 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.851, mIoU: 0.491
2023-07-24 17:28:05,935 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.852, mIoU: 0.492
2023-07-24 17:28:05,948 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,960 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,975 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:05,988 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.852, mIoU: 0.493
2023-07-24 17:28:06,002 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.852, mIoU: 0.495
2023-07-24 17:28:06,018 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.852, mIoU: 0.495
2023-07-24 17:28:06,033 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.853, mIoU: 0.496
2023-07-24 17:28:06,048 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.853, mIoU: 0.496
2023-07-24 17:28:06,062 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.853, mIoU: 0.496
2023-07-24 17:28:06,075 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.853, mIoU: 0.496
2023-07-24 17:28:06,090 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.853, mIoU: 0.498
2023-07-24 17:28:06,104 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.854, mIoU: 0.498
2023-07-24 17:28:06,117 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.854, mIoU: 0.499
2023-07-24 17:28:06,132 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.854, mIoU: 0.499
2023-07-24 17:28:06,144 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.854, mIoU: 0.499
2023-07-24 17:28:06,159 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.854, mIoU: 0.499
2023-07-24 17:28:06,173 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.854, mIoU: 0.500
2023-07-24 17:28:06,188 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.854, mIoU: 0.500
2023-07-24 17:28:06,202 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.855, mIoU: 0.500
2023-07-24 17:28:06,217 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.855, mIoU: 0.502
2023-07-24 17:28:06,232 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.855, mIoU: 0.502
2023-07-24 17:28:06,245 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.855, mIoU: 0.503
2023-07-24 17:28:06,259 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.855, mIoU: 0.503
2023-07-24 17:28:06,274 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.855, mIoU: 0.504
2023-07-24 17:28:06,287 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.855, mIoU: 0.503
2023-07-24 17:28:06,300 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.855, mIoU: 0.503
2023-07-24 17:28:06,313 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.855, mIoU: 0.503
2023-07-24 17:28:06,327 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.856, mIoU: 0.503
2023-07-24 17:28:06,343 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.855, mIoU: 0.504
2023-07-24 17:28:06,356 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.856, mIoU: 0.504
2023-07-24 17:28:06,365 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.856, mIoU: 0.504
2023-07-24 17:28:06,379 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.856, mIoU: 0.504
2023-07-24 17:28:06,393 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.856, mIoU: 0.504
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2023-07-24 17:28:06,419 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.857, mIoU: 0.505
2023-07-24 17:28:06,433 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.857, mIoU: 0.506
2023-07-24 17:28:06,446 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.857, mIoU: 0.506
2023-07-24 17:28:06,462 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.857, mIoU: 0.507
2023-07-24 17:28:06,475 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.857, mIoU: 0.507
2023-07-24 17:28:06,490 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.858, mIoU: 0.509
2023-07-24 17:28:06,505 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.858, mIoU: 0.509
2023-07-24 17:28:06,520 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.858, mIoU: 0.509
2023-07-24 17:28:06,534 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.858, mIoU: 0.508
2023-07-24 17:28:06,547 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.858, mIoU: 0.508
2023-07-24 17:28:06,559 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.858, mIoU: 0.508
2023-07-24 17:28:06,574 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.858, mIoU: 0.507
2023-07-24 17:28:06,588 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.857, mIoU: 0.506
2023-07-24 17:28:06,602 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.858, mIoU: 0.506
2023-07-24 17:28:06,616 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.858, mIoU: 0.506
2023-07-24 17:28:06,631 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.858, mIoU: 0.508
2023-07-24 17:28:06,646 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.856, mIoU: 0.507
2023-07-24 17:28:06,660 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.855, mIoU: 0.505
2023-07-24 17:28:06,672 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.855, mIoU: 0.506
2023-07-24 17:28:06,686 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.855, mIoU: 0.506
2023-07-24 17:28:06,700 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.855, mIoU: 0.506
2023-07-24 17:28:06,715 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.855, mIoU: 0.506
2023-07-24 17:28:06,729 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.855, mIoU: 0.508
2023-07-24 17:28:06,743 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.855, mIoU: 0.508
2023-07-24 17:28:06,756 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.855, mIoU: 0.508
2023-07-24 17:28:06,771 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.855, mIoU: 0.508
2023-07-24 17:28:06,785 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.855, mIoU: 0.507
2023-07-24 17:28:06,798 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.855, mIoU: 0.512
2023-07-24 17:28:06,813 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.855, mIoU: 0.510
2023-07-24 17:28:06,824 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.855, mIoU: 0.513
2023-07-24 17:28:06,839 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.855, mIoU: 0.512
2023-07-24 17:28:06,852 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.854, mIoU: 0.513
2023-07-24 17:28:06,863 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.854, mIoU: 0.513
2023-07-24 17:28:06,875 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.854, mIoU: 0.513
2023-07-24 17:28:06,889 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.854, mIoU: 0.514
2023-07-24 17:28:06,904 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.854, mIoU: 0.514
2023-07-24 17:28:06,919 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.854, mIoU: 0.514
2023-07-24 17:28:06,933 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:06,943 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:06,957 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:06,971 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.854, mIoU: 0.515
2023-07-24 17:28:06,987 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,001 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,015 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.854, mIoU: 0.514
2023-07-24 17:28:07,027 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,039 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,053 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,067 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,081 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.856, mIoU: 0.515
2023-07-24 17:28:07,093 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,105 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,119 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,132 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,146 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,159 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.855, mIoU: 0.515
2023-07-24 17:28:07,173 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.855, mIoU: 0.516
2023-07-24 17:28:07,188 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.855, mIoU: 0.516
2023-07-24 17:28:07,204 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.856, mIoU: 0.516
2023-07-24 17:28:07,217 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.856, mIoU: 0.516
2023-07-24 17:28:07,233 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,248 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,261 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,276 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,291 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,306 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,321 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.856, mIoU: 0.518
2023-07-24 17:28:07,334 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.857, mIoU: 0.518
2023-07-24 17:28:07,349 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.857, mIoU: 0.518
2023-07-24 17:28:07,364 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.857, mIoU: 0.519
2023-07-24 17:28:07,380 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.857, mIoU: 0.519
2023-07-24 17:28:07,390 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.857, mIoU: 0.518
2023-07-24 17:28:07,405 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.857, mIoU: 0.518
2023-07-24 17:28:07,420 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.857, mIoU: 0.519
2023-07-24 17:28:07,432 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.857, mIoU: 0.519
2023-07-24 17:28:07,446 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.855, mIoU: 0.514
2023-07-24 17:28:07,460 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.856, mIoU: 0.514
2023-07-24 17:28:07,476 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,491 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.856, mIoU: 0.514
2023-07-24 17:28:07,506 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.856, mIoU: 0.514
2023-07-24 17:28:07,518 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,530 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.855, mIoU: 0.512
2023-07-24 17:28:07,543 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.856, mIoU: 0.512
2023-07-24 17:28:07,557 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,571 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,586 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,600 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,614 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.856, mIoU: 0.514
2023-07-24 17:28:07,627 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.856, mIoU: 0.513
2023-07-24 17:28:07,641 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.857, mIoU: 0.514
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2023-07-24 17:28:07,684 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,698 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,713 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,727 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,741 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.857, mIoU: 0.512
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2023-07-24 17:28:07,767 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,781 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.857, mIoU: 0.512
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2023-07-24 17:28:07,810 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,824 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.858, mIoU: 0.512
2023-07-24 17:28:07,836 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:07,851 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,865 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.857, mIoU: 0.512
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2023-07-24 17:28:07,921 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:07,936 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.858, mIoU: 0.513
2023-07-24 17:28:07,950 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.858, mIoU: 0.513
2023-07-24 17:28:07,965 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:07,979 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:07,995 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,010 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,023 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.858, mIoU: 0.512
2023-07-24 17:28:08,036 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.858, mIoU: 0.512
2023-07-24 17:28:08,051 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.856, mIoU: 0.511
2023-07-24 17:28:08,065 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,080 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,092 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,107 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:08,120 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,135 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,149 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:08,164 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:08,180 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.857, mIoU: 0.512
2023-07-24 17:28:08,195 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.858, mIoU: 0.512
2023-07-24 17:28:08,209 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,223 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,237 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,251 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.858, mIoU: 0.516
2023-07-24 17:28:08,265 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,283 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,297 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.857, mIoU: 0.514
2023-07-24 17:28:08,312 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,322 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.858, mIoU: 0.514
2023-07-24 17:28:08,335 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,349 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.858, mIoU: 0.513
2023-07-24 17:28:08,362 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.858, mIoU: 0.512
2023-07-24 17:28:08,376 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.856, mIoU: 0.511
2023-07-24 17:28:08,389 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.856, mIoU: 0.511
2023-07-24 17:28:08,402 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,416 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.857, mIoU: 0.511
2023-07-24 17:28:08,432 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.856, mIoU: 0.511
2023-07-24 17:28:08,446 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.856, mIoU: 0.511
2023-07-24 17:28:08,462 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,476 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,490 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,502 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,516 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,531 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,545 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,560 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.857, mIoU: 0.514
2023-07-24 17:28:08,574 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.857, mIoU: 0.514
2023-07-24 17:28:08,588 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,601 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,615 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.857, mIoU: 0.513
2023-07-24 17:28:08,630 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.857, mIoU: 0.515
2023-07-24 17:28:08,642 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.857, mIoU: 0.515
2023-07-24 17:28:08,654 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.857, mIoU: 0.515
2023-07-24 17:28:08,668 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.857, mIoU: 0.516
2023-07-24 17:28:08,683 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.857, mIoU: 0.515
2023-07-24 17:28:08,697 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.857, mIoU: 0.515
2023-07-24 17:28:08,710 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.857, mIoU: 0.516
2023-07-24 17:28:08,724 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.858, mIoU: 0.516
2023-07-24 17:28:08,739 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,754 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,766 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,779 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,788 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,803 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,820 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.858, mIoU: 0.516
2023-07-24 17:28:08,835 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.858, mIoU: 0.516
2023-07-24 17:28:08,850 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.858, mIoU: 0.515
2023-07-24 17:28:08,866 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,881 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,896 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.859, mIoU: 0.514
2023-07-24 17:28:08,911 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,924 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,939 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,952 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,967 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:08,982 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:08,994 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:09,007 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,021 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,035 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,048 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,060 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,073 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,087 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.860, mIoU: 0.518
2023-07-24 17:28:09,102 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,113 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,126 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,139 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,150 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.859, mIoU: 0.517
2023-07-24 17:28:09,164 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.859, mIoU: 0.517
2023-07-24 17:28:09,179 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.859, mIoU: 0.517
2023-07-24 17:28:09,193 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.859, mIoU: 0.517
2023-07-24 17:28:09,207 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.860, mIoU: 0.516
2023-07-24 17:28:09,222 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.860, mIoU: 0.516
2023-07-24 17:28:09,236 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,249 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,264 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.860, mIoU: 0.516
2023-07-24 17:28:09,278 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,295 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.860, mIoU: 0.517
2023-07-24 17:28:09,310 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.861, mIoU: 0.518
2023-07-24 17:28:09,324 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,339 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.860, mIoU: 0.516
2023-07-24 17:28:09,351 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.859, mIoU: 0.516
2023-07-24 17:28:09,364 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:09,376 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:09,390 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:09,406 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.859, mIoU: 0.515
2023-07-24 17:28:09,419 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,431 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,446 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,460 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,476 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,492 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,507 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.860, mIoU: 0.515
2023-07-24 17:28:09,520 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.860, mIoU: 0.516
2023-07-24 17:28:09,535 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,548 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,562 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,576 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,590 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,605 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,618 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,633 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,648 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,660 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,672 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.861, mIoU: 0.514
2023-07-24 17:28:09,687 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.861, mIoU: 0.515
2023-07-24 17:28:09,702 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.860, mIoU: 0.514
2023-07-24 17:28:09,716 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.861, mIoU: 0.515
2023-07-24 17:28:09,730 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.861, mIoU: 0.515
2023-07-24 17:28:09,743 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.861, mIoU: 0.515
2023-07-24 17:28:09,755 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.861, mIoU: 0.515
2023-07-24 17:28:09,768 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.861, mIoU: 0.516
2023-07-24 17:28:09,780 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.861, mIoU: 0.516
2023-07-24 17:28:09,794 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.861, mIoU: 0.516
2023-07-24 17:28:09,810 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.861, mIoU: 0.517
2023-07-24 17:28:09,823 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.861, mIoU: 0.517
2023-07-24 17:28:09,837 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.861, mIoU: 0.516
2023-07-24 17:28:09,850 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.861, mIoU: 0.516
2023-07-24 17:28:09,865 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:09,880 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:09,892 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:09,905 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:09,919 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:09,934 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:09,946 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:09,961 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:09,975 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:09,989 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,001 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,016 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:10,031 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:10,048 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:10,060 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.862, mIoU: 0.517
2023-07-24 17:28:10,074 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,087 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,102 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,114 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,127 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.863, mIoU: 0.518
2023-07-24 17:28:10,141 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,155 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,168 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,182 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,197 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,212 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,227 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,239 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,251 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,265 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,278 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,290 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,303 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,318 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.862, mIoU: 0.518
2023-07-24 17:28:10,331 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.862, mIoU: 0.519
2023-07-24 17:28:10,344 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.862, mIoU: 0.519
2023-07-24 17:28:10,358 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.862, mIoU: 0.519
2023-07-24 17:28:10,373 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.862, mIoU: 0.519
2023-07-24 17:28:10,387 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.862, mIoU: 0.519
2023-07-24 17:28:10,403 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,416 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,428 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,443 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,457 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,472 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.863, mIoU: 0.520
2023-07-24 17:28:10,488 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.863, mIoU: 0.520
2023-07-24 17:28:10,501 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,514 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,526 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,541 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,556 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:10,570 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,584 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,594 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,607 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.863, mIoU: 0.515
2023-07-24 17:28:10,622 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,637 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.863, mIoU: 0.515
2023-07-24 17:28:10,650 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,665 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.863, mIoU: 0.515
2023-07-24 17:28:10,678 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.863, mIoU: 0.515
2023-07-24 17:28:10,693 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:10,706 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.862, mIoU: 0.516
2023-07-24 17:28:10,720 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,734 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.862, mIoU: 0.514
2023-07-24 17:28:10,748 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.862, mIoU: 0.514
2023-07-24 17:28:10,762 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.862, mIoU: 0.514
2023-07-24 17:28:10,775 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,790 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,804 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,819 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,833 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.862, mIoU: 0.515
2023-07-24 17:28:10,847 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,861 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,876 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,889 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,903 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:10,918 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.863, mIoU: 0.518
2023-07-24 17:28:10,930 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,943 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.863, mIoU: 0.518
2023-07-24 17:28:10,956 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.863, mIoU: 0.518
2023-07-24 17:28:10,971 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:10,984 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.863, mIoU: 0.516
2023-07-24 17:28:11,000 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:11,014 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:11,025 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:11,040 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.863, mIoU: 0.518
2023-07-24 17:28:11,055 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.864, mIoU: 0.518
2023-07-24 17:28:11,070 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.864, mIoU: 0.518
2023-07-24 17:28:11,083 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.863, mIoU: 0.517
2023-07-24 17:28:11,098 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.864, mIoU: 0.517
2023-07-24 17:28:11,113 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.864, mIoU: 0.517
2023-07-24 17:28:11,126 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.864, mIoU: 0.518
2023-07-24 17:28:11,140 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.864, mIoU: 0.518
2023-07-24 17:28:11,156 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.864, mIoU: 0.518
2023-07-24 17:28:11,170 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.864, mIoU: 0.519
2023-07-24 17:28:11,183 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.864, mIoU: 0.519
2023-07-24 17:28:11,194 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.864, mIoU: 0.519
2023-07-24 17:28:11,211 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:11,226 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:11,240 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.863, mIoU: 0.519
2023-07-24 17:28:11,253 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.864, mIoU: 0.519
2023-07-24 17:28:11,267 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.864, mIoU: 0.519
2023-07-24 17:28:11,281 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.864, mIoU: 0.520
2023-07-24 17:28:11,296 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.864, mIoU: 0.520
2023-07-24 17:28:11,310 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.864, mIoU: 0.521
2023-07-24 17:28:11,322 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.864, mIoU: 0.521
2023-07-24 17:28:11,336 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.864, mIoU: 0.521
2023-07-24 17:28:11,348 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.864, mIoU: 0.521
2023-07-24 17:28:11,362 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,376 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,388 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,402 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,414 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,428 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,442 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,456 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,470 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,483 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,498 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,513 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,529 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,543 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,558 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,572 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,581 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,595 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,607 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,622 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,636 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:11,651 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,663 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,677 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,692 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,706 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,722 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,737 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:11,750 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:11,765 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:11,780 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,795 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:11,807 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:11,822 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:11,837 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,852 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,865 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:11,879 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,893 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:11,906 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:11,919 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:11,934 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,946 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,960 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 17:28:11,972 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:11,986 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,000 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,014 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,029 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,044 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,058 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:12,070 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:12,083 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:12,098 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:12,110 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:12,123 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:12,138 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:12,153 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,168 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:12,183 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,196 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,209 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,225 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:12,239 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:12,252 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:12,267 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:12,280 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:12,295 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:12,308 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:12,323 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:12,337 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:12,351 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,360 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,375 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,390 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,403 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,416 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,430 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,444 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,457 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,471 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,484 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:12,499 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:12,514 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,530 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,547 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,562 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 17:28:12,574 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 17:28:12,589 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 17:28:12,603 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 17:28:12,617 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 17:28:12,630 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.864, mIoU: 0.515
2023-07-24 17:28:12,644 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 17:28:12,659 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,674 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,680 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,693 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 17:28:12,706 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,718 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,730 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,745 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,759 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 17:28:12,773 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.865, mIoU: 0.517
2023-07-24 17:28:12,784 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.865, mIoU: 0.517
2023-07-24 17:28:12,797 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.865, mIoU: 0.517
2023-07-24 17:28:12,811 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.865, mIoU: 0.517
2023-07-24 17:28:12,822 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.865, mIoU: 0.517
2023-07-24 17:28:12,837 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:12,849 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:12,863 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:12,878 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,893 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,907 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,918 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,931 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,946 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:12,960 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,975 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:12,989 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,002 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,012 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,023 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,036 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,048 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,063 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,075 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,090 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:13,105 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,120 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,133 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:13,148 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:13,162 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,177 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,192 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:13,206 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,219 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:13,234 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,249 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,262 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,274 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,289 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,301 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,316 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 17:28:13,329 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,344 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,358 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,375 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,391 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,403 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,418 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 17:28:13,433 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,447 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,462 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,474 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,487 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:13,502 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:13,517 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,533 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,547 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,562 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 17:28:13,577 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 17:28:13,591 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:13,606 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,618 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,633 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,643 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,655 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,670 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,681 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,695 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,710 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,724 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,739 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,754 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 17:28:13,769 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,783 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,795 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:13,811 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,823 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:13,838 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,852 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,865 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,879 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,892 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 17:28:13,906 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:13,921 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,936 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,950 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,964 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,977 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:13,989 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 17:28:14,003 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,016 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,030 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,045 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,060 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,074 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 17:28:14,087 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,099 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,114 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,130 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,145 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,158 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,171 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:14,185 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,200 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,215 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:14,229 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 17:28:14,244 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 17:28:14,258 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 17:28:14,272 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 17:28:14,286 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 17:28:14,301 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 17:28:14,316 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 17:28:14,330 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.868, mIoU: 0.527
2023-07-24 17:28:14,344 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.868, mIoU: 0.527
2023-07-24 17:28:14,356 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.868, mIoU: 0.527
2023-07-24 17:28:14,371 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.868, mIoU: 0.527
2023-07-24 17:28:14,385 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.867, mIoU: 0.527
2023-07-24 17:28:14,400 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.867, mIoU: 0.527
2023-07-24 17:28:14,412 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.867, mIoU: 0.527
2023-07-24 17:28:14,426 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.866, mIoU: 0.527
2023-07-24 17:28:14,440 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.866, mIoU: 0.527
2023-07-24 17:28:14,455 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.867, mIoU: 0.527
2023-07-24 17:28:14,468 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.867, mIoU: 0.527
2023-07-24 17:28:14,482 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.866, mIoU: 0.527
2023-07-24 17:28:14,496 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,510 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,527 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,542 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,557 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,570 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,584 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,599 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,612 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,626 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,638 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,647 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,661 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,676 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,688 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,703 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.866, mIoU: 0.527
2023-07-24 17:28:14,717 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.866, mIoU: 0.527
2023-07-24 17:28:14,730 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,742 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,757 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,772 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,787 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,804 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,818 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,835 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,849 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:14,862 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:14,877 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:14,892 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,906 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:14,918 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.866, mIoU: 0.526
2023-07-24 17:28:14,931 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,946 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,960 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,975 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:14,989 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,001 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,016 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,030 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,043 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,057 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,072 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,086 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,100 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,113 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,127 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,141 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,155 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,169 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,182 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,197 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.867, mIoU: 0.526
2023-07-24 17:28:15,210 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,223 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,235 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,249 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,264 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,278 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:15,293 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.866, mIoU: 0.525
2023-07-24 17:28:15,303 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,316 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,331 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,346 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,359 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,373 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,389 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,403 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,416 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,430 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,444 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,457 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,471 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.867, mIoU: 0.525
2023-07-24 17:28:15,484 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,496 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.867, mIoU: 0.524
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2023-07-24 17:28:15,526 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.867, mIoU: 0.525
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2023-07-24 17:28:15,583 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,598 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,610 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,624 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.867, mIoU: 0.524
2023-07-24 17:28:15,639 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.867, mIoU: 0.524
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2023-07-24 17:28:15,721 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.867, mIoU: 0.525
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2023-07-24 17:28:15,748 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.866, mIoU: 0.524
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2023-07-24 17:28:15,863 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.867, mIoU: 0.524
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2023-07-24 17:28:15,890 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:15,904 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.866, mIoU: 0.524
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2023-07-24 17:28:15,989 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.866, mIoU: 0.524
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2023-07-24 17:28:16,127 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,141 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,156 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,171 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,183 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,198 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,214 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,228 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,239 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,253 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,268 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,278 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,293 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,308 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,322 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,334 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,346 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.866, mIoU: 0.523
2023-07-24 17:28:16,361 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.866, mIoU: 0.524
2023-07-24 17:28:16,374 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,388 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,401 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,416 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,429 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,442 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,456 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,471 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,485 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.865, mIoU: 0.523
2023-07-24 17:28:16,499 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:16,515 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,529 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.865, mIoU: 0.522
2023-07-24 17:28:16,544 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,559 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,575 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,590 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,603 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:16,615 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,631 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,645 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,660 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,672 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,685 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,699 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,713 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,726 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,739 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,753 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,767 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,782 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,796 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,810 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,825 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,838 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,853 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,867 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,880 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,895 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,909 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,924 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,938 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:16,953 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:16,968 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,982 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.865, mIoU: 0.521
2023-07-24 17:28:16,995 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:17,010 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 17:28:17,024 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,039 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,053 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,067 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,082 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,094 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,106 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,120 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,135 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,147 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,161 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,176 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,190 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,204 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,218 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,232 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,247 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,259 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,271 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,284 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,297 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,309 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:17,324 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,338 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,351 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,363 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,378 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,389 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,403 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,418 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,434 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,449 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,464 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:17,477 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:17,491 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,506 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,519 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,536 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,551 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,567 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,581 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,596 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,611 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,625 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,640 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,652 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,666 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,680 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:17,695 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,709 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.865, mIoU: 0.520
2023-07-24 17:28:17,721 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,735 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,749 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,763 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,778 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,792 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,806 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,821 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,831 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,845 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,858 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,871 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,887 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:17,901 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,915 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,927 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,940 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,953 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,968 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.865, mIoU: 0.518
2023-07-24 17:28:17,982 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:17,996 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.865, mIoU: 0.519
2023-07-24 17:28:18,010 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,023 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,039 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,054 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,066 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,081 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,095 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,108 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,122 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,133 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,148 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,163 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,177 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,191 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,204 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,216 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,230 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,244 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,258 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,270 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,283 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,297 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,312 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,326 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,338 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,353 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,369 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,384 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,398 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 17:28:18,413 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,421 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,436 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,448 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,461 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,476 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 17:28:18,491 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 17:28:18,505 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,520 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,537 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,551 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,566 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,579 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,596 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,612 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,627 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,642 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,656 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,672 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,685 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,699 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,713 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,728 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,740 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,753 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,767 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,782 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,796 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 17:28:18,810 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,824 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:18,839 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,853 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,865 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,880 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,893 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,907 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,922 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,937 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,951 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,964 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,979 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:18,993 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:19,008 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:19,022 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,037 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,052 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,066 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,079 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,094 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,107 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,121 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,136 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,150 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,166 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,180 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,194 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,205 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,219 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,232 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,247 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,261 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,275 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,289 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,300 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,311 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,327 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,341 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,355 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,368 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,382 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.866, mIoU: 0.514
2023-07-24 17:28:19,397 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,410 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,425 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,439 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,453 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,467 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 17:28:19,480 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,494 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,509 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,523 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,537 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,551 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,565 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,579 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,595 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,608 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,623 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 17:28:19,637 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.866, mIoU: 0.517
2023-07-24 17:28:19,653 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.866, mIoU: 0.518
2023-07-24 17:28:35,998 semantic_segmentation INFO: Iters: 14410/150000 || Lr: 0.018262 || Task Loss: 0.8499 || KD Loss: 0.3531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:20 || Estimated Time: 2 days, 15:05:43
2023-07-24 17:28:52,297 semantic_segmentation INFO: Iters: 14420/150000 || Lr: 0.018261 || Task Loss: 0.5555 || KD Loss: 0.2185|| 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: 6:42:36 || Estimated Time: 2 days, 15:05:22
2023-07-24 17:29:08,636 semantic_segmentation INFO: Iters: 14430/150000 || Lr: 0.018260 || Task Loss: 0.8243 || KD Loss: 0.2590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:42:53 || Estimated Time: 2 days, 15:05:02
2023-07-24 17:29:25,006 semantic_segmentation INFO: Iters: 14440/150000 || Lr: 0.018259 || Task Loss: 0.5270 || KD Loss: 0.1523|| 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: 6:43:09 || Estimated Time: 2 days, 15:04:41
2023-07-24 17:29:41,453 semantic_segmentation INFO: Iters: 14450/150000 || Lr: 0.018257 || Task Loss: 0.5298 || KD Loss: 0.1650|| 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: 6:43:25 || Estimated Time: 2 days, 15:04:21
2023-07-24 17:29:57,892 semantic_segmentation INFO: Iters: 14460/150000 || Lr: 0.018256 || Task Loss: 0.6636 || KD Loss: 0.1980|| 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: 6:43:42 || Estimated Time: 2 days, 15:04:02
2023-07-24 17:30:14,268 semantic_segmentation INFO: Iters: 14470/150000 || Lr: 0.018255 || Task Loss: 0.6264 || KD Loss: 0.2312|| 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: 6:43:58 || Estimated Time: 2 days, 15:03:41
2023-07-24 17:30:30,656 semantic_segmentation INFO: Iters: 14480/150000 || Lr: 0.018254 || Task Loss: 0.4067 || KD Loss: 0.1108|| 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: 6:44:15 || Estimated Time: 2 days, 15:03:21
2023-07-24 17:30:47,062 semantic_segmentation INFO: Iters: 14490/150000 || Lr: 0.018253 || Task Loss: 0.7829 || KD Loss: 0.3128|| 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: 6:44:31 || Estimated Time: 2 days, 15:03:01
2023-07-24 17:31:03,570 semantic_segmentation INFO: Iters: 14500/150000 || Lr: 0.018251 || Task Loss: 0.5888 || KD Loss: 0.2373|| 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: 6:44:48 || Estimated Time: 2 days, 15:02:42
2023-07-24 17:31:19,997 semantic_segmentation INFO: Iters: 14510/150000 || Lr: 0.018250 || Task Loss: 0.5734 || KD Loss: 0.1532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:04 || Estimated Time: 2 days, 15:02:23
2023-07-24 17:31:36,375 semantic_segmentation INFO: Iters: 14520/150000 || Lr: 0.018249 || Task Loss: 0.5715 || KD Loss: 0.2598|| 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: 6:45:20 || Estimated Time: 2 days, 15:02:02
2023-07-24 17:31:52,804 semantic_segmentation INFO: Iters: 14530/150000 || Lr: 0.018248 || Task Loss: 0.6043 || KD Loss: 0.2098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 15:01:42
2023-07-24 17:32:09,180 semantic_segmentation INFO: Iters: 14540/150000 || Lr: 0.018247 || Task Loss: 0.5768 || KD Loss: 0.2365|| 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: 6:45:53 || Estimated Time: 2 days, 15:01:22
2023-07-24 17:32:25,555 semantic_segmentation INFO: Iters: 14550/150000 || Lr: 0.018245 || Task Loss: 1.0006 || KD Loss: 0.4160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:10 || Estimated Time: 2 days, 15:01:02
2023-07-24 17:32:41,891 semantic_segmentation INFO: Iters: 14560/150000 || Lr: 0.018244 || Task Loss: 0.6759 || KD Loss: 0.2765|| 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: 6:46:26 || Estimated Time: 2 days, 15:00:42
2023-07-24 17:32:58,132 semantic_segmentation INFO: Iters: 14570/150000 || Lr: 0.018243 || Task Loss: 0.9355 || KD Loss: 0.3691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:42 || Estimated Time: 2 days, 15:00:20
2023-07-24 17:33:14,487 semantic_segmentation INFO: Iters: 14580/150000 || Lr: 0.018242 || Task Loss: 0.5391 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:58 || Estimated Time: 2 days, 15:00:00
2023-07-24 17:33:30,815 semantic_segmentation INFO: Iters: 14590/150000 || Lr: 0.018240 || Task Loss: 0.6355 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:15 || Estimated Time: 2 days, 14:59:39
2023-07-24 17:33:47,078 semantic_segmentation INFO: Iters: 14600/150000 || Lr: 0.018239 || Task Loss: 0.6777 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:31 || Estimated Time: 2 days, 14:59:18
2023-07-24 17:34:03,457 semantic_segmentation INFO: Iters: 14610/150000 || Lr: 0.018238 || Task Loss: 0.4671 || KD Loss: 0.1117|| 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: 6:47:47 || Estimated Time: 2 days, 14:58:58
2023-07-24 17:34:19,843 semantic_segmentation INFO: Iters: 14620/150000 || Lr: 0.018237 || Task Loss: 0.5080 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:04 || Estimated Time: 2 days, 14:58:37
2023-07-24 17:34:36,191 semantic_segmentation INFO: Iters: 14630/150000 || Lr: 0.018236 || Task Loss: 0.7302 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:20 || Estimated Time: 2 days, 14:58:17
2023-07-24 17:34:52,628 semantic_segmentation INFO: Iters: 14640/150000 || Lr: 0.018234 || Task Loss: 0.6379 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:37 || Estimated Time: 2 days, 14:57:57
2023-07-24 17:35:08,988 semantic_segmentation INFO: Iters: 14650/150000 || Lr: 0.018233 || Task Loss: 0.5290 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:53 || Estimated Time: 2 days, 14:57:37
2023-07-24 17:35:25,406 semantic_segmentation INFO: Iters: 14660/150000 || Lr: 0.018232 || Task Loss: 0.5027 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:09 || Estimated Time: 2 days, 14:57:17
2023-07-24 17:35:41,788 semantic_segmentation INFO: Iters: 14670/150000 || Lr: 0.018231 || Task Loss: 0.7055 || KD Loss: 0.2385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:26 || Estimated Time: 2 days, 14:56:57
2023-07-24 17:35:58,156 semantic_segmentation INFO: Iters: 14680/150000 || Lr: 0.018230 || Task Loss: 0.8599 || KD Loss: 0.2920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:42 || Estimated Time: 2 days, 14:56:37
2023-07-24 17:36:14,492 semantic_segmentation INFO: Iters: 14690/150000 || Lr: 0.018228 || Task Loss: 0.8912 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:49:58 || Estimated Time: 2 days, 14:56:17
2023-07-24 17:36:30,926 semantic_segmentation INFO: Iters: 14700/150000 || Lr: 0.018227 || Task Loss: 0.6127 || KD Loss: 0.2383|| 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: 6:50:15 || Estimated Time: 2 days, 14:55:57
2023-07-24 17:36:47,299 semantic_segmentation INFO: Iters: 14710/150000 || Lr: 0.018226 || Task Loss: 0.6202 || KD Loss: 0.2284|| 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: 6:50:31 || Estimated Time: 2 days, 14:55:37
2023-07-24 17:37:03,698 semantic_segmentation INFO: Iters: 14720/150000 || Lr: 0.018225 || Task Loss: 0.6505 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2831|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:48 || Estimated Time: 2 days, 14:55:17
2023-07-24 17:37:20,085 semantic_segmentation INFO: Iters: 14730/150000 || Lr: 0.018224 || Task Loss: 0.6832 || KD Loss: 0.2006|| 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: 6:51:04 || Estimated Time: 2 days, 14:54:57
2023-07-24 17:37:36,456 semantic_segmentation INFO: Iters: 14740/150000 || Lr: 0.018222 || Task Loss: 1.2403 || KD Loss: 0.3637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:20 || Estimated Time: 2 days, 14:54:37
2023-07-24 17:37:52,825 semantic_segmentation INFO: Iters: 14750/150000 || Lr: 0.018221 || Task Loss: 0.7024 || KD Loss: 0.2887|| 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: 6:51:37 || Estimated Time: 2 days, 14:54:16
2023-07-24 17:38:09,093 semantic_segmentation INFO: Iters: 14760/150000 || Lr: 0.018220 || Task Loss: 0.8080 || KD Loss: 0.2821|| 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: 6:51:53 || Estimated Time: 2 days, 14:53:55
2023-07-24 17:38:25,401 semantic_segmentation INFO: Iters: 14770/150000 || Lr: 0.018219 || Task Loss: 0.4680 || KD Loss: 0.1335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 14:53:35
2023-07-24 17:38:41,748 semantic_segmentation INFO: Iters: 14780/150000 || Lr: 0.018217 || Task Loss: 0.5680 || KD Loss: 0.2055|| 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: 6:52:26 || Estimated Time: 2 days, 14:53:14
2023-07-24 17:38:57,968 semantic_segmentation INFO: Iters: 14790/150000 || Lr: 0.018216 || Task Loss: 0.5502 || KD Loss: 0.1606|| 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: 6:52:42 || Estimated Time: 2 days, 14:52:53
2023-07-24 17:39:14,252 semantic_segmentation INFO: Iters: 14800/150000 || Lr: 0.018215 || Task Loss: 0.5651 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:58 || Estimated Time: 2 days, 14:52:32
2023-07-24 17:39:30,533 semantic_segmentation INFO: Iters: 14810/150000 || Lr: 0.018214 || Task Loss: 0.6520 || KD Loss: 0.2663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:53:15 || Estimated Time: 2 days, 14:52:11
2023-07-24 17:39:46,920 semantic_segmentation INFO: Iters: 14820/150000 || Lr: 0.018213 || Task Loss: 0.5415 || KD Loss: 0.1532|| 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: 6:53:31 || Estimated Time: 2 days, 14:51:51
2023-07-24 17:40:03,290 semantic_segmentation INFO: Iters: 14830/150000 || Lr: 0.018211 || Task Loss: 0.6436 || KD Loss: 0.2151|| 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: 6:53:47 || Estimated Time: 2 days, 14:51:31
2023-07-24 17:40:19,661 semantic_segmentation INFO: Iters: 14840/150000 || Lr: 0.018210 || Task Loss: 0.5163 || KD Loss: 0.1328|| 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: 6:54:04 || Estimated Time: 2 days, 14:51:11
2023-07-24 17:40:35,853 semantic_segmentation INFO: Iters: 14850/150000 || Lr: 0.018209 || Task Loss: 0.6326 || KD Loss: 0.1938|| 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: 6:54:20 || Estimated Time: 2 days, 14:50:49
2023-07-24 17:40:52,188 semantic_segmentation INFO: Iters: 14860/150000 || Lr: 0.018208 || Task Loss: 0.6945 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:36 || Estimated Time: 2 days, 14:50:29
2023-07-24 17:41:08,474 semantic_segmentation INFO: Iters: 14870/150000 || Lr: 0.018207 || Task Loss: 0.5261 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:52 || Estimated Time: 2 days, 14:50:08
2023-07-24 17:41:24,806 semantic_segmentation INFO: Iters: 14880/150000 || Lr: 0.018205 || Task Loss: 0.6232 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:09 || Estimated Time: 2 days, 14:49:47
2023-07-24 17:41:41,172 semantic_segmentation INFO: Iters: 14890/150000 || Lr: 0.018204 || Task Loss: 0.6866 || KD Loss: 0.2160|| 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: 6:55:25 || Estimated Time: 2 days, 14:49:27
2023-07-24 17:41:57,590 semantic_segmentation INFO: Iters: 14900/150000 || Lr: 0.018203 || Task Loss: 0.5106 || KD Loss: 0.1260|| 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: 6:55:42 || Estimated Time: 2 days, 14:49:07
2023-07-24 17:42:13,961 semantic_segmentation INFO: Iters: 14910/150000 || Lr: 0.018202 || Task Loss: 0.7314 || KD Loss: 0.2806|| 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: 6:55:58 || Estimated Time: 2 days, 14:48:47
2023-07-24 17:42:30,328 semantic_segmentation INFO: Iters: 14920/150000 || Lr: 0.018200 || Task Loss: 0.4983 || KD Loss: 0.1146|| 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: 6:56:14 || Estimated Time: 2 days, 14:48:27
2023-07-24 17:42:46,720 semantic_segmentation INFO: Iters: 14930/150000 || Lr: 0.018199 || Task Loss: 0.5534 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:31 || Estimated Time: 2 days, 14:48:07
2023-07-24 17:43:03,108 semantic_segmentation INFO: Iters: 14940/150000 || Lr: 0.018198 || Task Loss: 0.6831 || KD Loss: 0.2704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:47 || Estimated Time: 2 days, 14:47:47
2023-07-24 17:43:19,475 semantic_segmentation INFO: Iters: 14950/150000 || Lr: 0.018197 || Task Loss: 0.5739 || KD Loss: 0.1620|| 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: 6:57:03 || Estimated Time: 2 days, 14:47:27
2023-07-24 17:43:35,802 semantic_segmentation INFO: Iters: 14960/150000 || Lr: 0.018196 || Task Loss: 0.6231 || KD Loss: 0.2459|| 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: 6:57:20 || Estimated Time: 2 days, 14:47:07
2023-07-24 17:43:52,112 semantic_segmentation INFO: Iters: 14970/150000 || Lr: 0.018194 || Task Loss: 0.6617 || KD Loss: 0.1570|| 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: 6:57:36 || Estimated Time: 2 days, 14:46:46
2023-07-24 17:44:08,442 semantic_segmentation INFO: Iters: 14980/150000 || Lr: 0.018193 || Task Loss: 0.7439 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:52 || Estimated Time: 2 days, 14:46:26
2023-07-24 17:44:24,756 semantic_segmentation INFO: Iters: 14990/150000 || Lr: 0.018192 || Task Loss: 0.5738 || KD Loss: 0.1538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:09 || Estimated Time: 2 days, 14:46:05
2023-07-24 17:44:41,087 semantic_segmentation INFO: Iters: 15000/150000 || Lr: 0.018191 || Task Loss: 0.5052 || KD Loss: 0.1351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:25 || Estimated Time: 2 days, 14:45:45
2023-07-24 17:44:57,388 semantic_segmentation INFO: Iters: 15010/150000 || Lr: 0.018190 || Task Loss: 0.6361 || KD Loss: 0.2060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:41 || Estimated Time: 2 days, 14:45:24
2023-07-24 17:45:13,677 semantic_segmentation INFO: Iters: 15020/150000 || Lr: 0.018188 || Task Loss: 0.4511 || KD Loss: 0.1736|| 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: 6:58:58 || Estimated Time: 2 days, 14:45:04
2023-07-24 17:45:30,034 semantic_segmentation INFO: Iters: 15030/150000 || Lr: 0.018187 || Task Loss: 0.5781 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:14 || Estimated Time: 2 days, 14:44:43
2023-07-24 17:45:46,320 semantic_segmentation INFO: Iters: 15040/150000 || Lr: 0.018186 || Task Loss: 0.6993 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:30 || Estimated Time: 2 days, 14:44:23
2023-07-24 17:46:02,724 semantic_segmentation INFO: Iters: 15050/150000 || Lr: 0.018185 || Task Loss: 0.6353 || KD Loss: 0.2267|| 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: 6:59:47 || Estimated Time: 2 days, 14:44:03
2023-07-24 17:46:19,055 semantic_segmentation INFO: Iters: 15060/150000 || Lr: 0.018183 || Task Loss: 0.8241 || KD Loss: 0.3061|| 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: 7:00:03 || Estimated Time: 2 days, 14:43:43
2023-07-24 17:46:35,454 semantic_segmentation INFO: Iters: 15070/150000 || Lr: 0.018182 || Task Loss: 1.1084 || KD Loss: 0.5335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:19 || Estimated Time: 2 days, 14:43:23
2023-07-24 17:46:51,742 semantic_segmentation INFO: Iters: 15080/150000 || Lr: 0.018181 || Task Loss: 0.6748 || KD Loss: 0.2060|| 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: 7:00:36 || Estimated Time: 2 days, 14:43:02
2023-07-24 17:47:08,044 semantic_segmentation INFO: Iters: 15090/150000 || Lr: 0.018180 || Task Loss: 1.0119 || KD Loss: 0.5107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:00:52 || Estimated Time: 2 days, 14:42:41
2023-07-24 17:47:24,416 semantic_segmentation INFO: Iters: 15100/150000 || Lr: 0.018179 || Task Loss: 0.9142 || KD Loss: 0.4274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:08 || Estimated Time: 2 days, 14:42:21
2023-07-24 17:47:43,961 semantic_segmentation INFO: Iters: 15110/150000 || Lr: 0.018177 || Task Loss: 0.3695 || KD Loss: 0.0910|| 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: 7:01:28 || Estimated Time: 2 days, 14:42:29
2023-07-24 17:48:00,469 semantic_segmentation INFO: Iters: 15120/150000 || Lr: 0.018176 || Task Loss: 0.6649 || KD Loss: 0.2128|| 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: 7:01:44 || Estimated Time: 2 days, 14:42:11
2023-07-24 17:48:16,735 semantic_segmentation INFO: Iters: 15130/150000 || Lr: 0.018175 || Task Loss: 0.5229 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:01 || Estimated Time: 2 days, 14:41:50
2023-07-24 17:48:32,990 semantic_segmentation INFO: Iters: 15140/150000 || Lr: 0.018174 || Task Loss: 0.4800 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:17 || Estimated Time: 2 days, 14:41:29
2023-07-24 17:48:49,321 semantic_segmentation INFO: Iters: 15150/150000 || Lr: 0.018173 || Task Loss: 0.5214 || KD Loss: 0.1503|| 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: 7:02:33 || Estimated Time: 2 days, 14:41:09
2023-07-24 17:49:05,581 semantic_segmentation INFO: Iters: 15160/150000 || Lr: 0.018171 || Task Loss: 0.9436 || KD Loss: 0.4319|| 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: 7:02:50 || Estimated Time: 2 days, 14:40:48
2023-07-24 17:49:22,003 semantic_segmentation INFO: Iters: 15170/150000 || Lr: 0.018170 || Task Loss: 0.9064 || KD Loss: 0.3124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:06 || Estimated Time: 2 days, 14:40:28
2023-07-24 17:49:38,372 semantic_segmentation INFO: Iters: 15180/150000 || Lr: 0.018169 || Task Loss: 0.6298 || KD Loss: 0.2305|| 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: 7:03:22 || Estimated Time: 2 days, 14:40:08
2023-07-24 17:49:54,752 semantic_segmentation INFO: Iters: 15190/150000 || Lr: 0.018168 || Task Loss: 0.6551 || KD Loss: 0.1913|| 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: 7:03:39 || Estimated Time: 2 days, 14:39:48
2023-07-24 17:50:11,137 semantic_segmentation INFO: Iters: 15200/150000 || Lr: 0.018167 || Task Loss: 0.5083 || KD Loss: 0.1635|| 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: 7:03:55 || Estimated Time: 2 days, 14:39:29
2023-07-24 17:50:11,247 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 17:50:11,714 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-24 17:50:11,730 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.129
2023-07-24 17:50:11,742 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.163
2023-07-24 17:50:11,756 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.165
2023-07-24 17:50:11,769 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.238
2023-07-24 17:50:11,780 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.283
2023-07-24 17:50:11,794 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.320
2023-07-24 17:50:11,808 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.325
2023-07-24 17:50:11,820 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.366
2023-07-24 17:50:11,834 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.407
2023-07-24 17:50:11,848 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.447
2023-07-24 17:50:11,862 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.494
2023-07-24 17:50:11,874 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.481
2023-07-24 17:50:11,888 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.926, mIoU: 0.454
2023-07-24 17:50:11,901 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.453
2023-07-24 17:50:11,913 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.449
2023-07-24 17:50:11,925 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.446
2023-07-24 17:50:11,937 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.446
2023-07-24 17:50:11,951 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.911, mIoU: 0.442
2023-07-24 17:50:11,966 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.486
2023-07-24 17:50:11,980 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.483
2023-07-24 17:50:11,994 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.913, mIoU: 0.490
2023-07-24 17:50:12,008 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.910, mIoU: 0.503
2023-07-24 17:50:12,023 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.913, mIoU: 0.502
2023-07-24 17:50:12,038 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.501
2023-07-24 17:50:12,051 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.912, mIoU: 0.500
2023-07-24 17:50:12,066 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.504
2023-07-24 17:50:12,077 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.503
2023-07-24 17:50:12,091 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.499
2023-07-24 17:50:12,105 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-24 17:50:12,119 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-24 17:50:12,133 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.499
2023-07-24 17:50:12,148 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-24 17:50:12,162 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.502
2023-07-24 17:50:12,176 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.526
2023-07-24 17:50:12,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.527
2023-07-24 17:50:12,203 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.529
2023-07-24 17:50:12,215 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.574
2023-07-24 17:50:12,231 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.915, mIoU: 0.577
2023-07-24 17:50:12,244 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-24 17:50:12,257 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.606
2023-07-24 17:50:12,273 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.606
2023-07-24 17:50:12,287 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.594
2023-07-24 17:50:12,300 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.594
2023-07-24 17:50:12,316 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.593
2023-07-24 17:50:12,331 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.595
2023-07-24 17:50:12,344 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.600
2023-07-24 17:50:12,356 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.601
2023-07-24 17:50:12,371 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.605
2023-07-24 17:50:12,387 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.601
2023-07-24 17:50:12,403 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.596
2023-07-24 17:50:12,418 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.596
2023-07-24 17:50:12,431 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.592
2023-07-24 17:50:12,447 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.589
2023-07-24 17:50:12,461 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.592
2023-07-24 17:50:12,473 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.591
2023-07-24 17:50:12,487 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.589
2023-07-24 17:50:12,503 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.586
2023-07-24 17:50:12,515 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.589
2023-07-24 17:50:12,529 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.584
2023-07-24 17:50:12,541 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-24 17:50:12,555 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.908, mIoU: 0.590
2023-07-24 17:50:12,566 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.909, mIoU: 0.588
2023-07-24 17:50:12,583 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.911, mIoU: 0.592
2023-07-24 17:50:12,595 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.911, mIoU: 0.585
2023-07-24 17:50:12,609 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.912, mIoU: 0.585
2023-07-24 17:50:12,623 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.582
2023-07-24 17:50:12,635 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-24 17:50:12,648 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-24 17:50:12,662 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 17:50:12,677 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 17:50:12,690 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 17:50:12,706 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-24 17:50:12,720 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 17:50:12,733 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-24 17:50:12,747 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-24 17:50:12,761 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-24 17:50:12,770 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-24 17:50:12,785 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-24 17:50:12,800 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 17:50:12,812 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 17:50:12,826 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 17:50:12,840 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 17:50:12,855 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 17:50:12,869 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-24 17:50:12,883 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-24 17:50:12,898 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-24 17:50:12,912 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-24 17:50:12,926 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-24 17:50:12,938 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-24 17:50:12,952 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 17:50:12,967 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-24 17:50:12,981 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.617
2023-07-24 17:50:12,995 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-24 17:50:13,009 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-24 17:50:13,023 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.621
2023-07-24 17:50:13,036 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.902, mIoU: 0.621
2023-07-24 17:50:13,048 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-24 17:50:13,063 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-24 17:50:13,076 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-24 17:50:13,091 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-24 17:50:13,105 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-24 17:50:13,119 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-24 17:50:13,133 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-24 17:50:13,149 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-24 17:50:13,161 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-24 17:50:13,176 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 17:50:13,191 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-24 17:50:13,205 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 17:50:13,218 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 17:50:13,231 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 17:50:13,244 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 17:50:13,259 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-24 17:50:13,273 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 17:50:13,288 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 17:50:13,301 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 17:50:13,313 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 17:50:13,328 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:13,341 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:13,355 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:13,369 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 17:50:13,382 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 17:50:13,395 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:13,410 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:13,424 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:13,432 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:13,443 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:13,458 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-24 17:50:13,468 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-24 17:50:13,481 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:13,496 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:13,510 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:13,523 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-24 17:50:13,538 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-24 17:50:13,551 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 17:50:13,564 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 17:50:13,579 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 17:50:13,592 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 17:50:13,607 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 17:50:13,620 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 17:50:13,634 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 17:50:13,649 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 17:50:13,664 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 17:50:13,679 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 17:50:13,694 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 17:50:13,708 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:13,722 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:13,736 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 17:50:13,746 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-24 17:50:13,761 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-24 17:50:13,775 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-24 17:50:13,787 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 17:50:13,801 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-24 17:50:13,813 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 17:50:13,826 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 17:50:13,840 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-24 17:50:13,854 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-24 17:50:13,869 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-24 17:50:13,883 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 17:50:13,897 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-24 17:50:13,912 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-24 17:50:13,926 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-24 17:50:13,939 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 17:50:13,953 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.910, mIoU: 0.630
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2023-07-24 17:50:16,699 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 17:50:16,713 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-24 17:50:16,884 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.896, mIoU: 0.570
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2023-07-24 17:50:16,913 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.897, mIoU: 0.572
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2023-07-24 17:50:17,297 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.899, mIoU: 0.574
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2023-07-24 17:50:17,588 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.897, mIoU: 0.573
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2023-07-24 17:50:17,771 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.899, mIoU: 0.578
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2023-07-24 17:50:18,114 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 17:50:18,175 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-24 17:50:18,190 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 17:50:18,206 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.897, mIoU: 0.578
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2023-07-24 17:50:18,373 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.899, mIoU: 0.582
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2023-07-24 17:50:18,402 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.899, mIoU: 0.584
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2023-07-24 17:50:18,465 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.900, mIoU: 0.587
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2023-07-24 17:50:18,519 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-24 17:50:18,541 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-24 17:50:18,570 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.901, mIoU: 0.590
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2023-07-24 17:50:18,641 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-24 17:50:18,670 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 17:50:18,685 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.902, mIoU: 0.593
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2023-07-24 17:50:18,731 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.901, mIoU: 0.592
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2023-07-24 17:50:18,774 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 17:50:18,787 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.901, mIoU: 0.590
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2023-07-24 17:50:18,871 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.901, mIoU: 0.595
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2023-07-24 17:50:18,899 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 17:50:18,913 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.901, mIoU: 0.597
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2023-07-24 17:50:19,022 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-24 17:50:19,481 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-24 17:50:19,495 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,509 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,522 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,537 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,551 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,567 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 17:50:19,578 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,592 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,607 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,620 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,634 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-24 17:50:19,647 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,661 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-24 17:50:19,676 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,691 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,704 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,717 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,729 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,744 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,759 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,775 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,790 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,805 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 17:50:19,817 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,831 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,846 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 17:50:19,858 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,872 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:19,887 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:19,901 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,915 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,929 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,939 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,953 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,967 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,980 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:19,994 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 17:50:20,008 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:20,021 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:20,035 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:20,050 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:20,064 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 17:50:20,077 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 17:50:20,092 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 17:50:20,106 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 17:50:20,121 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,135 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,151 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:20,165 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:20,180 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:20,194 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:20,209 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 17:50:20,221 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 17:50:20,236 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,250 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,265 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,277 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:20,292 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:20,304 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,319 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,333 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,347 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,362 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:20,376 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:20,390 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 17:50:20,403 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:20,417 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,431 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,445 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,463 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,477 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,492 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,502 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,515 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,529 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,542 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:20,556 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,569 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,582 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,596 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 17:50:20,612 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 17:50:20,627 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 17:50:20,642 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,654 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,668 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,681 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,695 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,711 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,726 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 17:50:20,741 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,755 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:20,770 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:20,783 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 17:50:20,799 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 17:50:20,815 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,828 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,840 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,853 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,867 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 17:50:20,881 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,893 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,907 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:20,921 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:20,935 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:20,947 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:20,959 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:20,966 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:20,980 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:20,994 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,008 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,022 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,036 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,050 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,066 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,080 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,093 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,107 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,121 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,135 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 17:50:21,150 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:21,162 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:21,174 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:21,187 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:21,200 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,213 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,226 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:21,239 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,253 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:21,269 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:21,280 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:21,294 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,307 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,318 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,333 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,348 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,363 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,377 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,392 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,406 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,419 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:21,434 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,449 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:21,465 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:21,480 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:21,494 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:21,509 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:21,521 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:21,534 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:21,546 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,560 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:21,576 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,588 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,600 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:21,614 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,628 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:21,642 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,657 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,672 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,686 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,701 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,714 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,729 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,744 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,758 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,774 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,788 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,804 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,821 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,834 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,847 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,862 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,876 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,890 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,904 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 17:50:21,917 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,930 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,943 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,956 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 17:50:21,969 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:21,985 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:21,997 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,011 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,024 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,038 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,052 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,064 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,077 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,092 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,106 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,119 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,134 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,149 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,162 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,175 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,190 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,205 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,222 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,235 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,249 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,262 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,278 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,290 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,302 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:22,317 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,331 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,343 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,358 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,373 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,387 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,402 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,414 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,427 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,440 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,453 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,465 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,478 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,493 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,506 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,519 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,533 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,549 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,564 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,579 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,592 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,605 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,620 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,634 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,649 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,663 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,676 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,688 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,699 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,714 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,729 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,743 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,756 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,767 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,779 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,794 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:22,808 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,821 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,837 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 17:50:22,850 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:22,864 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,877 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,891 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:22,904 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,919 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,935 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,948 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:22,964 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:22,979 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:22,993 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:23,008 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:23,023 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:23,037 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:23,052 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:23,066 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,080 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,094 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,106 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,118 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,130 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:23,145 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:23,158 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,173 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,187 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,197 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,211 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,225 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,239 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,251 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,265 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,279 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,291 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,305 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,320 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,334 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,347 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,357 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,374 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:23,388 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:23,403 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:23,415 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:23,431 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 17:50:23,445 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:23,460 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:23,475 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,487 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,501 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,514 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 17:50:23,529 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,543 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,556 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,572 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,585 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,600 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,615 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,630 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,644 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,659 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,674 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,688 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,704 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,718 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,733 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,747 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,756 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,769 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,782 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,796 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:23,810 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:23,825 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:23,837 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 17:50:23,852 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,866 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,879 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,894 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,909 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,922 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,939 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:23,954 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:23,969 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:23,982 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 17:50:23,996 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:24,011 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,026 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,039 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,054 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,068 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,081 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,095 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,109 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,122 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,136 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,148 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,161 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,176 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,190 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,204 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,219 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:24,233 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,246 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,258 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,272 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,285 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,297 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,311 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,326 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,341 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-24 17:50:24,357 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,370 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,383 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,399 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,414 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,428 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,443 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,456 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,471 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,485 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 17:50:24,501 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,516 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,530 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,538 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:24,553 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:24,568 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,581 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,594 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,608 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,622 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,634 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,648 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,662 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,676 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,690 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,704 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,720 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,735 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,748 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,763 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,777 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,791 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 17:50:24,804 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,819 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,834 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,850 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,858 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 17:50:24,871 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,884 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,896 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 17:50:24,908 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,923 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,937 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,952 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 17:50:24,963 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,975 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,989 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 17:50:24,999 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-24 17:50:25,014 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-24 17:50:25,026 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,040 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,054 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,068 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,082 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,093 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,105 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,120 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,135 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,150 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,165 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,178 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,189 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,200 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,213 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,225 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,240 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:25,253 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-24 17:50:25,267 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 17:50:25,282 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:25,298 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:25,311 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:25,326 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:25,341 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,355 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,370 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,384 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,397 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,411 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:25,426 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,439 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,451 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,465 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,477 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,492 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,504 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,518 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,532 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,549 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,564 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,578 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,593 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,608 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,623 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,638 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,651 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,664 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,679 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,694 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,709 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,723 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,738 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,753 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,767 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,781 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,793 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 17:50:25,808 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,817 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,829 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,843 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,855 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,870 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,884 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,899 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,913 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,927 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 17:50:25,941 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 17:50:25,955 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:25,967 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:25,981 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:25,993 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,007 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,021 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,033 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,047 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,059 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,073 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,087 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,101 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:26,115 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 17:50:26,129 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:26,141 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:26,153 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:26,168 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 17:50:26,180 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,193 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,208 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,223 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,238 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,250 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,263 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,278 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,293 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,308 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,321 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,334 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,349 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,363 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 17:50:26,378 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,392 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,407 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,421 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,436 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,451 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 17:50:26,466 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 17:50:26,480 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,494 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,508 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,521 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,536 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,550 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,565 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 17:50:26,577 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 17:50:26,591 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,605 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,620 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,633 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 17:50:26,647 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,661 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,675 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,690 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,704 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,718 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:26,730 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:26,744 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:26,760 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,773 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,788 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,801 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,810 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,825 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,840 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,853 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:26,869 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:26,886 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:26,899 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,913 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,928 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,943 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,958 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,974 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:26,988 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,004 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,018 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,030 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,044 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,058 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,072 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,083 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,095 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,109 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,123 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,137 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,151 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,163 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,177 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,190 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,202 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,217 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,232 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,246 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,260 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,272 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,286 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,300 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,314 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,328 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,341 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,356 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,368 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,380 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,392 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,406 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,421 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,436 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,450 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,460 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,473 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,488 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,503 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,515 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,529 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,545 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,559 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,572 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,585 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,600 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,613 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,627 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,640 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,653 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,668 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 17:50:27,682 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,697 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,712 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,724 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,739 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,753 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,765 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:27,780 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,795 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,809 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,823 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,834 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,847 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,861 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,875 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,889 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,902 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,916 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,932 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,945 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,955 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:27,969 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,984 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:27,998 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 17:50:28,012 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:28,025 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 17:50:28,039 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 17:50:28,052 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,065 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,079 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,093 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,107 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,122 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,137 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,151 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,164 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,179 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,191 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,205 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,220 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,235 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,248 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,263 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,274 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,288 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,303 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,318 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,331 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,346 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,362 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,377 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,388 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,402 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,416 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,426 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,441 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,456 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 17:50:28,469 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,482 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,493 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,508 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,521 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,535 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,548 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,563 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 17:50:28,575 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 17:50:28,588 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 17:50:28,602 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,616 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,631 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,645 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 17:50:28,661 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,673 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,687 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,701 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 17:50:28,715 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 17:50:28,729 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 17:50:28,741 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,754 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,769 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,783 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,798 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,810 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,823 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 17:50:28,838 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 17:50:28,853 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,866 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,879 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 17:50:28,895 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,911 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,926 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,941 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,956 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,972 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,985 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:28,999 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,014 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,028 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,041 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,056 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,070 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,084 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 17:50:29,098 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 17:50:29,112 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:29,126 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 17:50:29,139 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:29,153 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 17:50:29,167 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,181 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,194 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,209 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,223 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,235 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,248 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,262 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,276 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,289 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,303 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,317 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,332 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,346 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,360 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,374 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,388 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,400 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,412 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,425 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,438 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,451 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,466 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,480 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,493 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,505 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:29,520 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,531 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,545 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,559 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,574 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,589 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,603 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,616 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,630 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,645 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,658 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,673 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,689 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,704 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,717 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,732 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,747 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,761 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,776 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,788 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,803 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,817 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,832 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,846 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,858 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,873 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,887 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,902 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,917 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,933 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,948 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,963 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:29,973 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,986 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:29,999 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,012 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,028 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,042 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,056 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,069 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,081 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,095 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,110 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,123 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,138 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,152 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,165 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,179 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,194 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,207 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,222 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,237 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,250 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,264 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,276 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,291 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,305 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,320 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,335 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,348 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,361 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,374 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 17:50:30,388 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,402 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,414 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,426 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,441 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,456 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,470 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:30,482 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,497 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,513 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,528 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,543 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:30,558 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,566 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,580 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,593 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,605 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,619 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:30,634 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 17:50:30,648 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,663 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,679 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,693 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 17:50:30,708 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,721 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,736 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,752 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,766 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,782 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,796 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,813 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,825 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,840 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,854 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,868 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,881 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 17:50:30,894 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:30,909 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:30,924 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:30,940 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 17:50:30,955 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:30,969 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:30,984 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:30,998 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:31,011 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:31,025 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,038 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,053 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,068 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,082 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,096 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,109 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,124 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,138 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,153 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,167 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,182 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,196 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,210 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,223 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,237 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,250 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,264 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,278 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,293 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,308 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,322 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,336 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,347 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,361 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,374 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,388 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 17:50:31,403 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,417 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,431 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,443 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,454 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,470 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,484 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,499 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,512 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,526 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,541 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,554 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,569 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,584 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,597 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,611 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 17:50:31,624 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,638 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,653 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,667 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,679 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,693 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,707 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 17:50:31,721 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,736 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,749 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,762 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,776 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 17:50:31,792 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 17:50:48,313 semantic_segmentation INFO: Iters: 15210/150000 || Lr: 0.018165 || Task Loss: 0.7939 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:32 || Estimated Time: 2 days, 14:42:13
2023-07-24 17:51:04,610 semantic_segmentation INFO: Iters: 15220/150000 || Lr: 0.018164 || Task Loss: 0.4585 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:49 || Estimated Time: 2 days, 14:41:52
2023-07-24 17:51:20,966 semantic_segmentation INFO: Iters: 15230/150000 || Lr: 0.018163 || Task Loss: 1.5096 || KD Loss: 0.6496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:05 || Estimated Time: 2 days, 14:41:32
2023-07-24 17:51:37,360 semantic_segmentation INFO: Iters: 15240/150000 || Lr: 0.018162 || Task Loss: 0.5931 || KD Loss: 0.2409|| 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: 7:05:21 || Estimated Time: 2 days, 14:41:12
2023-07-24 17:51:53,745 semantic_segmentation INFO: Iters: 15250/150000 || Lr: 0.018160 || Task Loss: 0.5276 || KD Loss: 0.1231|| 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: 7:05:38 || Estimated Time: 2 days, 14:40:52
2023-07-24 17:52:10,108 semantic_segmentation INFO: Iters: 15260/150000 || Lr: 0.018159 || Task Loss: 0.5287 || KD Loss: 0.1377|| 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: 7:05:54 || Estimated Time: 2 days, 14:40:32
2023-07-24 17:52:26,513 semantic_segmentation INFO: Iters: 15270/150000 || Lr: 0.018158 || Task Loss: 1.0849 || KD Loss: 0.4500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:10 || Estimated Time: 2 days, 14:40:13
2023-07-24 17:52:42,892 semantic_segmentation INFO: Iters: 15280/150000 || Lr: 0.018157 || Task Loss: 0.6972 || KD Loss: 0.1663|| 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: 7:06:27 || Estimated Time: 2 days, 14:39:52
2023-07-24 17:52:59,273 semantic_segmentation INFO: Iters: 15290/150000 || Lr: 0.018156 || Task Loss: 0.5693 || KD Loss: 0.1265|| 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: 7:06:43 || Estimated Time: 2 days, 14:39:32
2023-07-24 17:53:15,610 semantic_segmentation INFO: Iters: 15300/150000 || Lr: 0.018154 || Task Loss: 0.6057 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:00 || Estimated Time: 2 days, 14:39:12
2023-07-24 17:53:31,863 semantic_segmentation INFO: Iters: 15310/150000 || Lr: 0.018153 || Task Loss: 0.8792 || KD Loss: 0.3217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 14:38:51
2023-07-24 17:53:48,229 semantic_segmentation INFO: Iters: 15320/150000 || Lr: 0.018152 || Task Loss: 0.5923 || KD Loss: 0.2114|| 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: 7:07:32 || Estimated Time: 2 days, 14:38:31
2023-07-24 17:54:04,608 semantic_segmentation INFO: Iters: 15330/150000 || Lr: 0.018151 || Task Loss: 0.7441 || KD Loss: 0.2299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:49 || Estimated Time: 2 days, 14:38:11
2023-07-24 17:54:20,999 semantic_segmentation INFO: Iters: 15340/150000 || Lr: 0.018150 || Task Loss: 0.5607 || KD Loss: 0.1906|| 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: 7:08:05 || Estimated Time: 2 days, 14:37:51
2023-07-24 17:54:37,391 semantic_segmentation INFO: Iters: 15350/150000 || Lr: 0.018148 || Task Loss: 0.5566 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:21 || Estimated Time: 2 days, 14:37:31
2023-07-24 17:54:53,703 semantic_segmentation INFO: Iters: 15360/150000 || Lr: 0.018147 || Task Loss: 0.7218 || KD Loss: 0.2475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:38 || Estimated Time: 2 days, 14:37:11
2023-07-24 17:55:10,126 semantic_segmentation INFO: Iters: 15370/150000 || Lr: 0.018146 || Task Loss: 0.5427 || KD Loss: 0.1673|| 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: 7:08:54 || Estimated Time: 2 days, 14:36:51
2023-07-24 17:55:26,534 semantic_segmentation INFO: Iters: 15380/150000 || Lr: 0.018145 || Task Loss: 0.7430 || KD Loss: 0.3310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:11 || Estimated Time: 2 days, 14:36:32
2023-07-24 17:55:42,929 semantic_segmentation INFO: Iters: 15390/150000 || Lr: 0.018143 || Task Loss: 0.7299 || KD Loss: 0.2687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2846|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:27 || Estimated Time: 2 days, 14:36:12
2023-07-24 17:55:59,277 semantic_segmentation INFO: Iters: 15400/150000 || Lr: 0.018142 || Task Loss: 0.8140 || KD Loss: 0.2481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:43 || Estimated Time: 2 days, 14:35:52
2023-07-24 17:56:15,688 semantic_segmentation INFO: Iters: 15410/150000 || Lr: 0.018141 || Task Loss: 1.1632 || KD Loss: 0.5784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:00 || Estimated Time: 2 days, 14:35:32
2023-07-24 17:56:32,050 semantic_segmentation INFO: Iters: 15420/150000 || Lr: 0.018140 || Task Loss: 0.5823 || KD Loss: 0.1831|| 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: 7:10:16 || Estimated Time: 2 days, 14:35:12
2023-07-24 17:56:48,446 semantic_segmentation INFO: Iters: 15430/150000 || Lr: 0.018139 || Task Loss: 0.5549 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:32 || Estimated Time: 2 days, 14:34:52
2023-07-24 17:57:04,842 semantic_segmentation INFO: Iters: 15440/150000 || Lr: 0.018137 || Task Loss: 0.6749 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:49 || Estimated Time: 2 days, 14:34:32
2023-07-24 17:57:21,160 semantic_segmentation INFO: Iters: 15450/150000 || Lr: 0.018136 || Task Loss: 0.4104 || KD Loss: 0.1296|| 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: 7:11:05 || Estimated Time: 2 days, 14:34:12
2023-07-24 17:57:37,493 semantic_segmentation INFO: Iters: 15460/150000 || Lr: 0.018135 || Task Loss: 0.7188 || KD Loss: 0.2111|| 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: 7:11:21 || Estimated Time: 2 days, 14:33:52
2023-07-24 17:57:53,774 semantic_segmentation INFO: Iters: 15470/150000 || Lr: 0.018134 || Task Loss: 1.0074 || KD Loss: 0.3826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:38 || Estimated Time: 2 days, 14:33:31
2023-07-24 17:58:10,152 semantic_segmentation INFO: Iters: 15480/150000 || Lr: 0.018133 || Task Loss: 0.8294 || KD Loss: 0.3600|| 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: 7:11:54 || Estimated Time: 2 days, 14:33:11
2023-07-24 17:58:26,550 semantic_segmentation INFO: Iters: 15490/150000 || Lr: 0.018131 || Task Loss: 0.8724 || KD Loss: 0.2960|| 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: 7:12:11 || Estimated Time: 2 days, 14:32:51
2023-07-24 17:58:42,937 semantic_segmentation INFO: Iters: 15500/150000 || Lr: 0.018130 || Task Loss: 0.6663 || KD Loss: 0.1637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:27 || Estimated Time: 2 days, 14:32:32
2023-07-24 17:58:59,324 semantic_segmentation INFO: Iters: 15510/150000 || Lr: 0.018129 || Task Loss: 0.6011 || KD Loss: 0.2079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:43 || Estimated Time: 2 days, 14:32:12
2023-07-24 17:59:15,705 semantic_segmentation INFO: Iters: 15520/150000 || Lr: 0.018128 || Task Loss: 0.3863 || KD Loss: 0.0934|| 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: 7:13:00 || Estimated Time: 2 days, 14:31:52
2023-07-24 17:59:32,098 semantic_segmentation INFO: Iters: 15530/150000 || Lr: 0.018126 || Task Loss: 0.7152 || KD Loss: 0.2010|| 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: 7:13:16 || Estimated Time: 2 days, 14:31:32
2023-07-24 17:59:48,447 semantic_segmentation INFO: Iters: 15540/150000 || Lr: 0.018125 || Task Loss: 0.4896 || KD Loss: 0.1295|| 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: 7:13:32 || Estimated Time: 2 days, 14:31:12
2023-07-24 18:00:04,849 semantic_segmentation INFO: Iters: 15550/150000 || Lr: 0.018124 || Task Loss: 0.6901 || KD Loss: 0.2250|| 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: 7:13:49 || Estimated Time: 2 days, 14:30:52
2023-07-24 18:00:21,193 semantic_segmentation INFO: Iters: 15560/150000 || Lr: 0.018123 || Task Loss: 0.6934 || KD Loss: 0.2396|| 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: 7:14:05 || Estimated Time: 2 days, 14:30:32
2023-07-24 18:00:37,638 semantic_segmentation INFO: Iters: 15570/150000 || Lr: 0.018122 || Task Loss: 0.6114 || KD Loss: 0.2072|| 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: 7:14:22 || Estimated Time: 2 days, 14:30:13
2023-07-24 18:00:53,998 semantic_segmentation INFO: Iters: 15580/150000 || Lr: 0.018120 || Task Loss: 0.7357 || KD Loss: 0.1862|| 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: 7:14:38 || Estimated Time: 2 days, 14:29:53
2023-07-24 18:01:10,364 semantic_segmentation INFO: Iters: 15590/150000 || Lr: 0.018119 || Task Loss: 0.7092 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:54 || Estimated Time: 2 days, 14:29:33
2023-07-24 18:01:26,624 semantic_segmentation INFO: Iters: 15600/150000 || Lr: 0.018118 || Task Loss: 0.4543 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:11 || Estimated Time: 2 days, 14:29:12
2023-07-24 18:01:42,965 semantic_segmentation INFO: Iters: 15610/150000 || Lr: 0.018117 || Task Loss: 0.6206 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:27 || Estimated Time: 2 days, 14:28:52
2023-07-24 18:01:59,322 semantic_segmentation INFO: Iters: 15620/150000 || Lr: 0.018116 || Task Loss: 0.6416 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:43 || Estimated Time: 2 days, 14:28:32
2023-07-24 18:02:15,730 semantic_segmentation INFO: Iters: 15630/150000 || Lr: 0.018114 || Task Loss: 0.6379 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:00 || Estimated Time: 2 days, 14:28:12
2023-07-24 18:02:32,115 semantic_segmentation INFO: Iters: 15640/150000 || Lr: 0.018113 || Task Loss: 0.7102 || KD Loss: 0.2527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:16 || Estimated Time: 2 days, 14:27:53
2023-07-24 18:02:48,507 semantic_segmentation INFO: Iters: 15650/150000 || Lr: 0.018112 || Task Loss: 0.5917 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:32 || Estimated Time: 2 days, 14:27:33
2023-07-24 18:03:04,938 semantic_segmentation INFO: Iters: 15660/150000 || Lr: 0.018111 || Task Loss: 0.5034 || KD Loss: 0.1577|| 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: 7:16:49 || Estimated Time: 2 days, 14:27:14
2023-07-24 18:03:21,396 semantic_segmentation INFO: Iters: 15670/150000 || Lr: 0.018110 || Task Loss: 0.4471 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:05 || Estimated Time: 2 days, 14:26:55
2023-07-24 18:03:37,745 semantic_segmentation INFO: Iters: 15680/150000 || Lr: 0.018108 || Task Loss: 0.4187 || KD Loss: 0.1273|| 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: 7:17:22 || Estimated Time: 2 days, 14:26:35
2023-07-24 18:03:54,023 semantic_segmentation INFO: Iters: 15690/150000 || Lr: 0.018107 || Task Loss: 0.6249 || KD Loss: 0.2327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:38 || Estimated Time: 2 days, 14:26:14
2023-07-24 18:04:10,322 semantic_segmentation INFO: Iters: 15700/150000 || Lr: 0.018106 || Task Loss: 0.3796 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:54 || Estimated Time: 2 days, 14:25:53
2023-07-24 18:04:26,601 semantic_segmentation INFO: Iters: 15710/150000 || Lr: 0.018105 || Task Loss: 0.6682 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:11 || Estimated Time: 2 days, 14:25:33
2023-07-24 18:04:42,981 semantic_segmentation INFO: Iters: 15720/150000 || Lr: 0.018103 || Task Loss: 0.6052 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:27 || Estimated Time: 2 days, 14:25:13
2023-07-24 18:04:59,364 semantic_segmentation INFO: Iters: 15730/150000 || Lr: 0.018102 || Task Loss: 0.8042 || KD Loss: 0.2408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:43 || Estimated Time: 2 days, 14:24:53
2023-07-24 18:05:15,733 semantic_segmentation INFO: Iters: 15740/150000 || Lr: 0.018101 || Task Loss: 0.4771 || KD Loss: 0.1244|| 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: 7:19:00 || Estimated Time: 2 days, 14:24:33
2023-07-24 18:05:32,128 semantic_segmentation INFO: Iters: 15750/150000 || Lr: 0.018100 || Task Loss: 0.4843 || KD Loss: 0.1414|| 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: 7:19:16 || Estimated Time: 2 days, 14:24:14
2023-07-24 18:05:48,504 semantic_segmentation INFO: Iters: 15760/150000 || Lr: 0.018099 || Task Loss: 0.4294 || KD Loss: 0.1089|| 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: 7:19:32 || Estimated Time: 2 days, 14:23:54
2023-07-24 18:06:04,826 semantic_segmentation INFO: Iters: 15770/150000 || Lr: 0.018097 || Task Loss: 0.7139 || KD Loss: 0.2907|| 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: 7:19:49 || Estimated Time: 2 days, 14:23:34
2023-07-24 18:06:21,056 semantic_segmentation INFO: Iters: 15780/150000 || Lr: 0.018096 || Task Loss: 0.8550 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 14:23:13
2023-07-24 18:06:37,435 semantic_segmentation INFO: Iters: 15790/150000 || Lr: 0.018095 || Task Loss: 0.7697 || KD Loss: 0.3104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:21 || Estimated Time: 2 days, 14:22:53
2023-07-24 18:06:54,192 semantic_segmentation INFO: Iters: 15800/150000 || Lr: 0.018094 || Task Loss: 0.5832 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:38 || Estimated Time: 2 days, 14:22:36
2023-07-24 18:07:10,632 semantic_segmentation INFO: Iters: 15810/150000 || Lr: 0.018093 || Task Loss: 0.7334 || KD Loss: 0.1999|| 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: 7:20:55 || Estimated Time: 2 days, 14:22:17
2023-07-24 18:07:26,978 semantic_segmentation INFO: Iters: 15820/150000 || Lr: 0.018091 || Task Loss: 0.6831 || KD Loss: 0.2506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:11 || Estimated Time: 2 days, 14:21:57
2023-07-24 18:07:43,392 semantic_segmentation INFO: Iters: 15830/150000 || Lr: 0.018090 || Task Loss: 0.3957 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:27 || Estimated Time: 2 days, 14:21:38
2023-07-24 18:07:59,781 semantic_segmentation INFO: Iters: 15840/150000 || Lr: 0.018089 || Task Loss: 0.7081 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:44 || Estimated Time: 2 days, 14:21:18
2023-07-24 18:08:16,164 semantic_segmentation INFO: Iters: 15850/150000 || Lr: 0.018088 || Task Loss: 0.6709 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:00 || Estimated Time: 2 days, 14:20:58
2023-07-24 18:08:32,406 semantic_segmentation INFO: Iters: 15860/150000 || Lr: 0.018086 || Task Loss: 0.7729 || KD Loss: 0.2193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:16 || Estimated Time: 2 days, 14:20:38
2023-07-24 18:08:48,737 semantic_segmentation INFO: Iters: 15870/150000 || Lr: 0.018085 || Task Loss: 0.4058 || KD Loss: 0.0953|| 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: 7:22:33 || Estimated Time: 2 days, 14:20:18
2023-07-24 18:09:05,050 semantic_segmentation INFO: Iters: 15880/150000 || Lr: 0.018084 || Task Loss: 0.5733 || KD Loss: 0.1556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:49 || Estimated Time: 2 days, 14:19:57
2023-07-24 18:09:21,501 semantic_segmentation INFO: Iters: 15890/150000 || Lr: 0.018083 || Task Loss: 0.9498 || KD Loss: 0.3672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:05 || Estimated Time: 2 days, 14:19:38
2023-07-24 18:09:37,869 semantic_segmentation INFO: Iters: 15900/150000 || Lr: 0.018082 || Task Loss: 0.7896 || KD Loss: 0.3683|| 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: 7:23:22 || Estimated Time: 2 days, 14:19:18
2023-07-24 18:09:54,116 semantic_segmentation INFO: Iters: 15910/150000 || Lr: 0.018080 || Task Loss: 0.8536 || KD Loss: 0.2970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:38 || Estimated Time: 2 days, 14:18:58
2023-07-24 18:10:10,456 semantic_segmentation INFO: Iters: 15920/150000 || Lr: 0.018079 || Task Loss: 0.6057 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:54 || Estimated Time: 2 days, 14:18:37
2023-07-24 18:10:26,844 semantic_segmentation INFO: Iters: 15930/150000 || Lr: 0.018078 || Task Loss: 0.6817 || KD Loss: 0.2012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:11 || Estimated Time: 2 days, 14:18:18
2023-07-24 18:10:45,860 semantic_segmentation INFO: Iters: 15940/150000 || Lr: 0.018077 || Task Loss: 0.9649 || KD Loss: 0.3372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2885|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:30 || Estimated Time: 2 days, 14:18:19
2023-07-24 18:11:03,089 semantic_segmentation INFO: Iters: 15950/150000 || Lr: 0.018076 || Task Loss: 0.5320 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:47 || Estimated Time: 2 days, 14:18:08
2023-07-24 18:11:19,463 semantic_segmentation INFO: Iters: 15960/150000 || Lr: 0.018074 || Task Loss: 0.6842 || KD Loss: 0.2642|| 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: 7:25:03 || Estimated Time: 2 days, 14:17:48
2023-07-24 18:11:35,806 semantic_segmentation INFO: Iters: 15970/150000 || Lr: 0.018073 || Task Loss: 0.4198 || KD Loss: 0.1536|| 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: 7:25:20 || Estimated Time: 2 days, 14:17:28
2023-07-24 18:11:52,117 semantic_segmentation INFO: Iters: 15980/150000 || Lr: 0.018072 || Task Loss: 0.5974 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:36 || Estimated Time: 2 days, 14:17:08
2023-07-24 18:12:08,410 semantic_segmentation INFO: Iters: 15990/150000 || Lr: 0.018071 || Task Loss: 0.6920 || KD Loss: 0.2444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:52 || Estimated Time: 2 days, 14:16:47
2023-07-24 18:12:24,754 semantic_segmentation INFO: Iters: 16000/150000 || Lr: 0.018069 || Task Loss: 0.8255 || KD Loss: 0.2370|| 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: 7:26:09 || Estimated Time: 2 days, 14:16:27
2023-07-24 18:12:24,869 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:12:25,313 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.088
2023-07-24 18:12:25,338 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.133
2023-07-24 18:12:25,350 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.162
2023-07-24 18:12:25,364 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.162
2023-07-24 18:12:25,377 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.218
2023-07-24 18:12:25,389 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.261
2023-07-24 18:12:25,402 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.924, mIoU: 0.285
2023-07-24 18:12:25,416 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.931, mIoU: 0.296
2023-07-24 18:12:25,428 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.930, mIoU: 0.340
2023-07-24 18:12:25,441 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.923, mIoU: 0.380
2023-07-24 18:12:25,455 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.422
2023-07-24 18:12:25,469 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.465
2023-07-24 18:12:25,480 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.425
2023-07-24 18:12:25,494 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.899, mIoU: 0.411
2023-07-24 18:12:25,507 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.891, mIoU: 0.387
2023-07-24 18:12:25,520 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.892, mIoU: 0.383
2023-07-24 18:12:25,530 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.893, mIoU: 0.382
2023-07-24 18:12:25,543 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.897, mIoU: 0.381
2023-07-24 18:12:25,556 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.897, mIoU: 0.370
2023-07-24 18:12:25,572 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.899, mIoU: 0.414
2023-07-24 18:12:25,585 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.904, mIoU: 0.420
2023-07-24 18:12:25,600 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.906, mIoU: 0.430
2023-07-24 18:12:25,614 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.460
2023-07-24 18:12:25,629 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.460
2023-07-24 18:12:25,644 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.910, mIoU: 0.458
2023-07-24 18:12:25,657 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.468
2023-07-24 18:12:25,671 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.471
2023-07-24 18:12:25,681 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.472
2023-07-24 18:12:25,696 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.463
2023-07-24 18:12:25,710 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.464
2023-07-24 18:12:25,723 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.467
2023-07-24 18:12:25,738 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.467
2023-07-24 18:12:25,752 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.469
2023-07-24 18:12:25,767 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.463
2023-07-24 18:12:25,781 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.499
2023-07-24 18:12:25,795 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.500
2023-07-24 18:12:25,808 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.498
2023-07-24 18:12:25,820 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.536
2023-07-24 18:12:25,836 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.915, mIoU: 0.519
2023-07-24 18:12:25,848 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.519
2023-07-24 18:12:25,861 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-24 18:12:25,875 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-24 18:12:25,889 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.541
2023-07-24 18:12:25,902 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.541
2023-07-24 18:12:25,917 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.545
2023-07-24 18:12:25,932 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.549
2023-07-24 18:12:25,945 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.553
2023-07-24 18:12:25,958 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.553
2023-07-24 18:12:25,972 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.555
2023-07-24 18:12:25,988 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.548
2023-07-24 18:12:26,004 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-24 18:12:26,019 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-24 18:12:26,033 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.543
2023-07-24 18:12:26,052 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.543
2023-07-24 18:12:26,068 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.548
2023-07-24 18:12:26,082 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.549
2023-07-24 18:12:26,097 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.548
2023-07-24 18:12:26,113 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-24 18:12:26,125 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.546
2023-07-24 18:12:26,139 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.539
2023-07-24 18:12:26,151 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.546
2023-07-24 18:12:26,165 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.908, mIoU: 0.541
2023-07-24 18:12:26,177 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.540
2023-07-24 18:12:26,194 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.544
2023-07-24 18:12:26,206 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.546
2023-07-24 18:12:26,220 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.910, mIoU: 0.545
2023-07-24 18:12:26,234 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.546
2023-07-24 18:12:26,246 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.592
2023-07-24 18:12:26,260 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.592
2023-07-24 18:12:26,274 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.909, mIoU: 0.585
2023-07-24 18:12:26,289 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:12:26,301 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-24 18:12:26,316 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:12:26,331 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-24 18:12:26,344 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-24 18:12:26,359 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 18:12:26,373 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 18:12:26,382 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 18:12:26,397 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 18:12:26,413 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:26,426 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-24 18:12:26,440 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-24 18:12:26,455 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 18:12:26,470 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 18:12:26,485 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 18:12:26,500 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 18:12:26,515 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-24 18:12:26,530 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 18:12:26,545 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 18:12:26,558 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 18:12:26,573 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:12:26,588 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:12:26,603 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 18:12:26,617 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-24 18:12:26,632 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-24 18:12:26,647 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-24 18:12:26,659 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-24 18:12:26,672 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-24 18:12:26,687 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-24 18:12:26,700 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-24 18:12:26,714 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-24 18:12:26,727 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 18:12:26,740 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:12:26,754 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 18:12:26,768 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:12:26,780 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 18:12:26,794 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 18:12:26,808 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 18:12:26,821 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:26,833 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:26,845 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:12:26,858 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:12:26,872 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:12:26,885 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:12:26,900 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.906, mIoU: 0.607
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2023-07-24 18:12:29,659 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.896, mIoU: 0.587
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2023-07-24 18:12:32,457 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:12:32,472 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:12:32,484 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:12:32,498 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:12:32,513 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:12:32,528 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-24 18:12:32,543 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:32,558 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:32,571 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:32,586 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:32,600 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:12:32,613 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-24 18:12:32,628 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:32,639 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:32,654 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:32,666 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:32,679 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,691 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,705 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,720 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,734 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,748 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,757 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:32,771 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-24 18:12:32,786 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-24 18:12:32,801 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-24 18:12:32,815 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-24 18:12:32,830 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-24 18:12:32,842 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-24 18:12:32,855 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,870 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,885 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,900 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,912 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,925 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,940 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,954 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-24 18:12:32,969 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-24 18:12:32,981 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:32,996 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,011 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,027 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,040 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,055 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:33,070 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:33,082 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:33,097 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:33,112 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-24 18:12:33,127 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,143 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,157 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,172 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,187 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,203 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-24 18:12:33,213 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,228 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,244 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:33,256 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-24 18:12:33,271 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:33,283 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-24 18:12:33,298 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-24 18:12:33,313 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,328 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,341 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,354 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:33,366 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:33,381 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,395 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,410 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-24 18:12:33,424 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-24 18:12:33,438 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-24 18:12:33,451 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-24 18:12:33,466 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,482 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,495 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,510 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,525 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,540 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,555 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,570 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,582 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,597 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,612 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,626 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,641 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,656 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,667 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:12:33,682 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,697 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,711 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,723 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:12:33,737 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:12:33,750 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:12:33,765 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:12:33,779 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:12:33,793 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:12:33,808 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:12:33,823 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:12:33,837 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:12:33,851 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:12:33,863 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:12:33,878 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 18:12:33,893 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:33,908 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:33,921 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:33,937 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:33,950 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:33,965 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:33,980 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:33,995 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,013 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,028 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,043 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:34,056 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:34,070 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,084 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,099 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,117 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,132 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-24 18:12:34,148 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-24 18:12:34,160 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-24 18:12:34,173 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:34,188 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:34,201 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:34,215 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 18:12:34,228 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,241 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,256 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:12:34,272 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:34,287 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:34,302 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,315 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,330 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,342 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,356 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,370 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,385 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,399 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,413 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,428 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,440 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,454 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,469 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-24 18:12:34,481 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,494 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,508 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,523 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-24 18:12:34,538 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,550 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,565 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,580 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,594 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,607 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:34,620 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,627 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,642 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,657 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,671 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 18:12:34,686 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,701 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:34,715 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 18:12:34,731 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 18:12:34,745 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,757 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,772 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,785 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,800 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,814 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,828 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,840 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 18:12:34,852 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 18:12:34,866 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:34,879 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:34,891 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:34,904 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:34,918 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:34,933 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:34,945 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:34,959 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:34,972 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:34,983 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:34,998 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,013 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,028 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,043 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,058 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,072 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,085 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,101 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,115 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,132 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,147 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,163 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:35,179 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:35,192 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,204 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 18:12:35,217 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,231 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,247 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,259 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,272 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,287 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,300 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,315 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,330 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,345 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,358 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,373 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,386 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,400 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,415 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,428 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,444 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,457 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,472 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,487 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,500 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,513 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,528 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,543 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,558 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,572 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,584 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,597 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,610 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:35,623 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:35,637 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,654 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:35,666 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,681 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,693 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,707 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,722 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,734 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,747 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,762 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,777 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,790 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,805 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,820 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,834 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,847 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:35,862 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,877 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:35,893 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:35,906 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,920 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,933 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,948 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,960 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,973 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:35,987 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 18:12:36,002 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,015 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,030 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,045 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,060 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,074 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,087 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,099 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,112 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,125 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,137 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,150 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:36,165 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,180 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,194 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,208 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,223 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,238 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,253 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,266 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,279 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,293 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,308 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,322 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,337 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,349 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:36,362 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,373 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,388 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,404 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:36,417 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:36,431 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:36,442 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,454 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,469 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,483 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:12:36,496 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:12:36,511 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:12:36,523 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,538 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,551 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,566 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,578 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:36,593 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:12:36,608 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:36,621 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:36,636 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 18:12:36,651 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,665 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,680 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,695 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,709 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,724 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,739 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,753 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,768 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:36,780 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 18:12:36,793 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:36,806 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:36,821 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:36,835 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,852 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,866 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,877 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,890 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,905 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,919 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,932 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,946 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:36,961 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:36,974 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:36,988 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,004 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,018 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,031 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,042 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,059 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,074 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:37,089 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:37,102 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-24 18:12:37,116 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,131 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,146 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,161 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,173 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,188 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,202 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,216 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,230 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,242 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,257 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,269 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,284 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,298 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,312 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,325 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,339 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,354 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,368 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,384 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,398 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,413 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,428 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,438 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,451 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,464 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,479 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,493 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,509 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,521 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,536 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,551 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,564 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,580 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,595 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,608 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,623 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 18:12:37,637 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,652 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 18:12:37,664 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,679 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,693 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,708 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,721 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,736 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,750 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,763 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:37,777 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,791 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,804 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,817 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,830 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,844 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,859 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,874 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,888 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,903 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,917 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:37,930 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:37,943 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:37,957 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:37,970 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:37,982 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:37,997 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,011 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,026 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,041 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,053 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,066 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,082 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,096 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,109 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,123 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,136 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,151 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,164 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,180 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,195 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,210 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 18:12:38,219 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,235 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,250 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,263 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,277 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,292 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,307 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,320 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,334 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,349 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,365 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,380 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,394 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,410 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,425 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,438 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,453 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,468 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,483 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 18:12:38,497 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,511 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,526 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,540 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,547 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,560 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,573 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 18:12:38,585 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:38,596 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 18:12:38,611 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,625 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,640 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,652 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,664 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,679 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 18:12:38,689 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:38,704 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 18:12:38,717 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:38,731 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:38,746 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,761 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,776 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,787 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,799 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,814 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,828 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,842 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,857 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,870 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,880 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,890 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,903 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,914 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,928 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,940 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,955 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:38,970 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,984 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:38,997 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,012 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,027 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,042 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,057 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,071 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,085 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,100 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,115 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:39,127 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,140 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,155 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,168 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,183 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,196 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,211 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,227 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,244 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,259 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,272 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,287 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,302 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 18:12:39,316 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 18:12:39,330 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 18:12:39,343 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 18:12:39,356 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 18:12:39,371 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 18:12:39,385 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-24 18:12:39,400 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-24 18:12:39,414 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,429 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,444 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 18:12:39,458 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,472 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,485 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,499 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,510 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,523 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,537 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,548 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,563 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 18:12:39,577 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,592 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,606 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,622 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,636 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,650 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,662 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,677 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,689 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,704 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,718 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,731 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,745 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,757 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,772 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,786 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,801 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:39,815 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 18:12:39,829 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:39,842 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:39,855 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 18:12:39,871 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:39,883 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,897 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,912 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,927 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,942 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,955 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,967 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:39,982 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 18:12:39,998 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,013 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,026 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,039 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,053 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,067 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 18:12:40,082 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,096 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,110 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,125 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,139 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,153 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 18:12:40,168 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:40,183 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:40,197 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:40,211 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 18:12:40,225 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 18:12:40,241 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 18:12:40,257 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:40,272 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 18:12:40,285 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 18:12:40,300 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,314 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,330 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,343 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,359 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,374 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,388 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,404 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,419 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,434 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,446 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,460 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,475 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,487 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,501 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,514 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,523 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,537 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,551 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,563 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,577 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,591 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,603 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,616 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,630 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,644 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,659 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,675 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,689 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 18:12:40,705 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 18:12:40,719 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,732 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,747 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,761 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,775 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,787 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,800 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,814 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,829 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,843 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,859 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,871 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:40,886 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,900 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,913 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,928 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,943 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,958 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,972 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:40,985 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,000 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,015 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,029 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,044 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,056 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,071 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,084 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,096 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,108 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,122 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,136 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,150 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,165 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,174 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,187 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,202 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,217 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:41,229 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,246 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 18:12:41,263 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,277 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,290 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,303 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,318 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,330 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,344 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,357 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:41,370 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:41,384 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:41,398 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:41,412 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,427 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,439 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,453 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,467 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,479 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 18:12:41,493 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,508 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,522 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,536 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,548 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,561 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,575 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,590 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,604 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,616 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,631 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,647 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,660 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,671 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,686 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,701 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,716 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,731 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,744 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,758 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,773 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,785 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 18:12:41,800 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.909, mIoU: 0.625
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2023-07-24 18:12:41,830 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,845 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,862 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,877 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,890 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,905 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,917 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 18:12:41,931 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.909, mIoU: 0.625
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2023-07-24 18:12:41,961 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:41,974 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:41,988 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:41,999 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 18:12:42,013 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 18:12:42,028 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,042 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,054 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,069 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,085 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,100 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,112 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,127 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,142 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,153 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 18:12:42,168 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 18:12:42,183 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 18:12:42,198 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,211 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,223 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,239 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,253 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,269 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,282 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,296 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,308 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,321 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 18:12:42,335 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 18:12:42,348 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 18:12:42,363 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 18:12:42,377 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,392 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:42,404 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:42,419 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 18:12:42,432 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,445 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,459 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,472 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,484 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,500 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,515 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,530 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,543 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,556 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,571 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:42,585 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,598 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,611 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,626 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,640 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,655 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,670 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,684 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,699 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,712 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,725 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,739 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,752 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,766 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,781 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,795 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,809 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,823 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,837 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,851 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,865 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,879 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:42,894 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,910 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,924 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,939 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,954 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,967 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,980 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:42,995 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,010 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,023 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,038 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,054 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,068 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,083 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,097 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,111 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,125 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,137 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,150 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,162 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,174 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,186 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,200 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,214 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,227 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,239 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,253 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,263 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,278 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,293 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,308 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,321 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,336 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,348 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,364 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,378 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,390 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,405 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,420 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,435 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,448 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,462 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,477 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,490 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,505 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:43,517 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:43,533 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:43,547 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:43,562 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,577 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,590 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,606 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,621 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,636 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,652 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,667 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,682 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,697 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:43,708 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,721 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,733 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,746 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,762 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,776 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,789 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,801 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,813 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,826 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,840 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,853 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,868 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,882 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,894 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:43,908 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,923 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:43,936 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:43,951 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:43,966 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:43,979 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:43,994 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:44,005 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:44,021 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:44,035 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,050 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 18:12:44,065 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,078 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,091 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,105 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,120 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,133 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,146 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,159 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,173 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,188 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 18:12:44,202 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,214 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,229 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,245 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,260 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,274 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,290 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,298 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,313 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,326 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,339 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,353 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,369 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 18:12:44,383 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,398 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,413 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,428 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 18:12:44,443 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 18:12:44,455 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 18:12:44,470 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,486 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,501 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,516 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,530 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,546 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,559 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,573 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,588 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,602 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,615 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,627 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,642 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,656 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,670 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:12:44,685 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,699 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,713 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,728 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,740 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,754 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,767 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,781 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,796 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,811 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,825 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,837 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,852 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,867 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,882 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,896 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,910 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,925 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,939 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,952 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,967 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-24 18:12:44,980 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:44,995 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,010 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,025 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,040 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,055 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,069 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,078 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,093 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,106 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,121 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,136 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,150 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,164 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,175 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,184 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,199 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,213 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,227 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,239 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,253 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,267 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,279 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,294 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 18:12:45,309 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,322 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,337 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,349 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,364 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,379 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,393 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,405 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,420 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,434 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,448 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,462 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,475 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,488 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,502 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 18:12:45,518 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 18:13:02,172 semantic_segmentation INFO: Iters: 16010/150000 || Lr: 0.018068 || Task Loss: 1.1561 || KD Loss: 0.5945|| 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: 7:26:46 || Estimated Time: 2 days, 14:19:04
2023-07-24 18:13:18,557 semantic_segmentation INFO: Iters: 16020/150000 || Lr: 0.018067 || Task Loss: 0.8485 || KD Loss: 0.2823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2742|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:03 || Estimated Time: 2 days, 14:18:44
2023-07-24 18:13:34,907 semantic_segmentation INFO: Iters: 16030/150000 || Lr: 0.018066 || Task Loss: 0.7435 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:19 || Estimated Time: 2 days, 14:18:24
2023-07-24 18:13:51,231 semantic_segmentation INFO: Iters: 16040/150000 || Lr: 0.018065 || Task Loss: 0.7643 || KD Loss: 0.2610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:35 || Estimated Time: 2 days, 14:18:04
2023-07-24 18:14:07,612 semantic_segmentation INFO: Iters: 16050/150000 || Lr: 0.018063 || Task Loss: 0.7281 || KD Loss: 0.2592|| 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: 7:27:52 || Estimated Time: 2 days, 14:17:44
2023-07-24 18:14:24,147 semantic_segmentation INFO: Iters: 16060/150000 || Lr: 0.018062 || Task Loss: 0.7099 || KD Loss: 0.1943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:08 || Estimated Time: 2 days, 14:17:26
2023-07-24 18:14:40,558 semantic_segmentation INFO: Iters: 16070/150000 || Lr: 0.018061 || Task Loss: 0.9862 || KD Loss: 0.3249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:25 || Estimated Time: 2 days, 14:17:06
2023-07-24 18:14:56,978 semantic_segmentation INFO: Iters: 16080/150000 || Lr: 0.018060 || Task Loss: 0.6709 || KD Loss: 0.2545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 14:16:47
2023-07-24 18:15:13,490 semantic_segmentation INFO: Iters: 16090/150000 || Lr: 0.018059 || Task Loss: 0.8063 || KD Loss: 0.3592|| 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: 7:28:57 || Estimated Time: 2 days, 14:16:28
2023-07-24 18:15:29,828 semantic_segmentation INFO: Iters: 16100/150000 || Lr: 0.018057 || Task Loss: 0.9833 || KD Loss: 0.3626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2793|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:14 || Estimated Time: 2 days, 14:16:08
2023-07-24 18:15:46,218 semantic_segmentation INFO: Iters: 16110/150000 || Lr: 0.018056 || Task Loss: 0.5934 || KD Loss: 0.1682|| 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: 7:29:30 || Estimated Time: 2 days, 14:15:48
2023-07-24 18:16:02,573 semantic_segmentation INFO: Iters: 16120/150000 || Lr: 0.018055 || Task Loss: 1.2095 || KD Loss: 0.5523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:29:47 || Estimated Time: 2 days, 14:15:28
2023-07-24 18:16:18,864 semantic_segmentation INFO: Iters: 16130/150000 || Lr: 0.018054 || Task Loss: 0.5985 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:03 || Estimated Time: 2 days, 14:15:08
2023-07-24 18:16:35,241 semantic_segmentation INFO: Iters: 16140/150000 || Lr: 0.018052 || Task Loss: 0.8524 || KD Loss: 0.3300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:19 || Estimated Time: 2 days, 14:14:48
2023-07-24 18:16:51,650 semantic_segmentation INFO: Iters: 16150/150000 || Lr: 0.018051 || Task Loss: 0.5037 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:36 || Estimated Time: 2 days, 14:14:29
2023-07-24 18:17:08,016 semantic_segmentation INFO: Iters: 16160/150000 || Lr: 0.018050 || Task Loss: 0.5566 || KD Loss: 0.1903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2771|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:52 || Estimated Time: 2 days, 14:14:09
2023-07-24 18:17:24,279 semantic_segmentation INFO: Iters: 16170/150000 || Lr: 0.018049 || Task Loss: 0.9351 || KD Loss: 0.4175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:08 || Estimated Time: 2 days, 14:13:48
2023-07-24 18:17:40,603 semantic_segmentation INFO: Iters: 16180/150000 || Lr: 0.018048 || Task Loss: 0.7757 || KD Loss: 0.2522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:25 || Estimated Time: 2 days, 14:13:28
2023-07-24 18:17:56,934 semantic_segmentation INFO: Iters: 16190/150000 || Lr: 0.018046 || Task Loss: 0.7537 || KD Loss: 0.2578|| 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: 7:31:41 || Estimated Time: 2 days, 14:13:08
2023-07-24 18:18:13,244 semantic_segmentation INFO: Iters: 16200/150000 || Lr: 0.018045 || Task Loss: 0.7189 || KD Loss: 0.2420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:57 || Estimated Time: 2 days, 14:12:48
2023-07-24 18:18:29,482 semantic_segmentation INFO: Iters: 16210/150000 || Lr: 0.018044 || Task Loss: 0.4841 || KD Loss: 0.1400|| 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: 7:32:13 || Estimated Time: 2 days, 14:12:27
2023-07-24 18:18:45,724 semantic_segmentation INFO: Iters: 16220/150000 || Lr: 0.018043 || Task Loss: 0.8768 || KD Loss: 0.3726|| 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: 7:32:30 || Estimated Time: 2 days, 14:12:06
2023-07-24 18:19:02,101 semantic_segmentation INFO: Iters: 16230/150000 || Lr: 0.018042 || Task Loss: 0.5972 || KD Loss: 0.1750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:46 || Estimated Time: 2 days, 14:11:46
2023-07-24 18:19:18,435 semantic_segmentation INFO: Iters: 16240/150000 || Lr: 0.018040 || Task Loss: 0.6985 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2778|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:02 || Estimated Time: 2 days, 14:11:26
2023-07-24 18:19:34,662 semantic_segmentation INFO: Iters: 16250/150000 || Lr: 0.018039 || Task Loss: 0.6722 || KD Loss: 0.2349|| 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: 7:33:19 || Estimated Time: 2 days, 14:11:05
2023-07-24 18:19:51,051 semantic_segmentation INFO: Iters: 16260/150000 || Lr: 0.018038 || Task Loss: 0.5819 || KD Loss: 0.1566|| 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: 7:33:35 || Estimated Time: 2 days, 14:10:45
2023-07-24 18:20:07,417 semantic_segmentation INFO: Iters: 16270/150000 || Lr: 0.018037 || Task Loss: 0.5625 || KD Loss: 0.1801|| 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: 7:33:51 || Estimated Time: 2 days, 14:10:26
2023-07-24 18:20:23,698 semantic_segmentation INFO: Iters: 16280/150000 || Lr: 0.018035 || Task Loss: 0.4168 || KD Loss: 0.1024|| 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: 7:34:08 || Estimated Time: 2 days, 14:10:05
2023-07-24 18:20:39,997 semantic_segmentation INFO: Iters: 16290/150000 || Lr: 0.018034 || Task Loss: 0.9475 || KD Loss: 0.3416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:24 || Estimated Time: 2 days, 14:09:45
2023-07-24 18:20:56,379 semantic_segmentation INFO: Iters: 16300/150000 || Lr: 0.018033 || Task Loss: 0.4674 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:40 || Estimated Time: 2 days, 14:09:25
2023-07-24 18:21:12,766 semantic_segmentation INFO: Iters: 16310/150000 || Lr: 0.018032 || Task Loss: 0.7520 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:57 || Estimated Time: 2 days, 14:09:06
2023-07-24 18:21:29,116 semantic_segmentation INFO: Iters: 16320/150000 || Lr: 0.018031 || Task Loss: 0.7544 || KD Loss: 0.2622|| 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: 7:35:13 || Estimated Time: 2 days, 14:08:46
2023-07-24 18:21:45,322 semantic_segmentation INFO: Iters: 16330/150000 || Lr: 0.018029 || Task Loss: 0.8110 || KD Loss: 0.2986|| 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: 7:35:29 || Estimated Time: 2 days, 14:08:25
2023-07-24 18:22:01,610 semantic_segmentation INFO: Iters: 16340/150000 || Lr: 0.018028 || Task Loss: 0.6067 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:46 || Estimated Time: 2 days, 14:08:04
2023-07-24 18:22:17,878 semantic_segmentation INFO: Iters: 16350/150000 || Lr: 0.018027 || Task Loss: 0.6331 || KD Loss: 0.2465|| 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: 7:36:02 || Estimated Time: 2 days, 14:07:44
2023-07-24 18:22:34,094 semantic_segmentation INFO: Iters: 16360/150000 || Lr: 0.018026 || Task Loss: 0.5199 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:18 || Estimated Time: 2 days, 14:07:23
2023-07-24 18:22:50,355 semantic_segmentation INFO: Iters: 16370/150000 || Lr: 0.018025 || Task Loss: 0.6842 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2781|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:34 || Estimated Time: 2 days, 14:07:02
2023-07-24 18:23:06,848 semantic_segmentation INFO: Iters: 16380/150000 || Lr: 0.018023 || Task Loss: 0.5292 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:51 || Estimated Time: 2 days, 14:06:43
2023-07-24 18:23:23,197 semantic_segmentation INFO: Iters: 16390/150000 || Lr: 0.018022 || Task Loss: 0.5770 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:07 || Estimated Time: 2 days, 14:06:24
2023-07-24 18:23:39,526 semantic_segmentation INFO: Iters: 16400/150000 || Lr: 0.018021 || Task Loss: 0.4555 || KD Loss: 0.1304|| 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: 7:37:24 || Estimated Time: 2 days, 14:06:04
2023-07-24 18:23:55,811 semantic_segmentation INFO: Iters: 16410/150000 || Lr: 0.018020 || Task Loss: 0.4701 || KD Loss: 0.1251|| 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: 7:37:40 || Estimated Time: 2 days, 14:05:43
2023-07-24 18:24:12,171 semantic_segmentation INFO: Iters: 16420/150000 || Lr: 0.018018 || Task Loss: 0.5283 || KD Loss: 0.1493|| 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: 7:37:56 || Estimated Time: 2 days, 14:05:23
2023-07-24 18:24:28,565 semantic_segmentation INFO: Iters: 16430/150000 || Lr: 0.018017 || Task Loss: 0.7049 || KD Loss: 0.2808|| 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: 7:38:13 || Estimated Time: 2 days, 14:05:04
2023-07-24 18:24:44,944 semantic_segmentation INFO: Iters: 16440/150000 || Lr: 0.018016 || Task Loss: 0.4619 || KD Loss: 0.1717|| 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: 7:38:29 || Estimated Time: 2 days, 14:04:44
2023-07-24 18:25:01,313 semantic_segmentation INFO: Iters: 16450/150000 || Lr: 0.018015 || Task Loss: 0.6529 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:45 || Estimated Time: 2 days, 14:04:25
2023-07-24 18:25:17,733 semantic_segmentation INFO: Iters: 16460/150000 || Lr: 0.018014 || Task Loss: 0.7868 || KD Loss: 0.3054|| 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: 7:39:02 || Estimated Time: 2 days, 14:04:05
2023-07-24 18:25:34,099 semantic_segmentation INFO: Iters: 16470/150000 || Lr: 0.018012 || Task Loss: 0.5017 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:18 || Estimated Time: 2 days, 14:03:46
2023-07-24 18:25:50,487 semantic_segmentation INFO: Iters: 16480/150000 || Lr: 0.018011 || Task Loss: 1.0046 || KD Loss: 0.4557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:34 || Estimated Time: 2 days, 14:03:26
2023-07-24 18:26:06,808 semantic_segmentation INFO: Iters: 16490/150000 || Lr: 0.018010 || Task Loss: 0.7028 || KD Loss: 0.2934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:51 || Estimated Time: 2 days, 14:03:06
2023-07-24 18:26:23,139 semantic_segmentation INFO: Iters: 16500/150000 || Lr: 0.018009 || Task Loss: 0.5649 || KD Loss: 0.1795|| 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: 7:40:07 || Estimated Time: 2 days, 14:02:46
2023-07-24 18:26:39,428 semantic_segmentation INFO: Iters: 16510/150000 || Lr: 0.018008 || Task Loss: 0.8183 || KD Loss: 0.2830|| 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: 7:40:23 || Estimated Time: 2 days, 14:02:26
2023-07-24 18:26:55,813 semantic_segmentation INFO: Iters: 16520/150000 || Lr: 0.018006 || Task Loss: 0.4242 || KD Loss: 0.1163|| 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: 7:40:40 || Estimated Time: 2 days, 14:02:06
2023-07-24 18:27:12,173 semantic_segmentation INFO: Iters: 16530/150000 || Lr: 0.018005 || Task Loss: 0.6732 || KD Loss: 0.2591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:56 || Estimated Time: 2 days, 14:01:47
2023-07-24 18:27:28,580 semantic_segmentation INFO: Iters: 16540/150000 || Lr: 0.018004 || Task Loss: 0.8795 || KD Loss: 0.3886|| 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: 7:41:13 || Estimated Time: 2 days, 14:01:27
2023-07-24 18:27:44,956 semantic_segmentation INFO: Iters: 16550/150000 || Lr: 0.018003 || Task Loss: 0.5658 || KD Loss: 0.1840|| 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: 7:41:29 || Estimated Time: 2 days, 14:01:08
2023-07-24 18:28:01,352 semantic_segmentation INFO: Iters: 16560/150000 || Lr: 0.018001 || Task Loss: 0.8847 || KD Loss: 0.2488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:45 || Estimated Time: 2 days, 14:00:48
2023-07-24 18:28:17,660 semantic_segmentation INFO: Iters: 16570/150000 || Lr: 0.018000 || Task Loss: 0.5864 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 14:00:28
2023-07-24 18:28:34,013 semantic_segmentation INFO: Iters: 16580/150000 || Lr: 0.017999 || Task Loss: 0.7881 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:18 || Estimated Time: 2 days, 14:00:08
2023-07-24 18:28:50,295 semantic_segmentation INFO: Iters: 16590/150000 || Lr: 0.017998 || Task Loss: 0.6714 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:34 || Estimated Time: 2 days, 13:59:48
2023-07-24 18:29:06,650 semantic_segmentation INFO: Iters: 16600/150000 || Lr: 0.017997 || Task Loss: 0.7680 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:51 || Estimated Time: 2 days, 13:59:28
2023-07-24 18:29:22,979 semantic_segmentation INFO: Iters: 16610/150000 || Lr: 0.017995 || Task Loss: 0.7304 || KD Loss: 0.3384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:07 || Estimated Time: 2 days, 13:59:08
2023-07-24 18:29:39,252 semantic_segmentation INFO: Iters: 16620/150000 || Lr: 0.017994 || Task Loss: 0.6577 || KD Loss: 0.2253|| 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: 7:43:23 || Estimated Time: 2 days, 13:58:48
2023-07-24 18:29:55,604 semantic_segmentation INFO: Iters: 16630/150000 || Lr: 0.017993 || Task Loss: 0.5449 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:40 || Estimated Time: 2 days, 13:58:28
2023-07-24 18:30:12,011 semantic_segmentation INFO: Iters: 16640/150000 || Lr: 0.017992 || Task Loss: 0.6676 || KD Loss: 0.2326|| 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: 7:43:56 || Estimated Time: 2 days, 13:58:09
2023-07-24 18:30:28,378 semantic_segmentation INFO: Iters: 16650/150000 || Lr: 0.017991 || Task Loss: 0.7647 || KD Loss: 0.3029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:12 || Estimated Time: 2 days, 13:57:49
2023-07-24 18:30:44,761 semantic_segmentation INFO: Iters: 16660/150000 || Lr: 0.017989 || Task Loss: 0.7319 || KD Loss: 0.2264|| 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: 7:44:29 || Estimated Time: 2 days, 13:57:30
2023-07-24 18:31:01,139 semantic_segmentation INFO: Iters: 16670/150000 || Lr: 0.017988 || Task Loss: 0.6618 || KD Loss: 0.2445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:45 || Estimated Time: 2 days, 13:57:10
2023-07-24 18:31:17,462 semantic_segmentation INFO: Iters: 16680/150000 || Lr: 0.017987 || Task Loss: 0.8921 || KD Loss: 0.3774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:01 || Estimated Time: 2 days, 13:56:50
2023-07-24 18:31:33,726 semantic_segmentation INFO: Iters: 16690/150000 || Lr: 0.017986 || Task Loss: 0.6986 || KD Loss: 0.2885|| 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: 7:45:18 || Estimated Time: 2 days, 13:56:30
2023-07-24 18:31:50,081 semantic_segmentation INFO: Iters: 16700/150000 || Lr: 0.017984 || Task Loss: 0.4610 || KD Loss: 0.1170|| 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: 7:45:34 || Estimated Time: 2 days, 13:56:10
2023-07-24 18:32:06,468 semantic_segmentation INFO: Iters: 16710/150000 || Lr: 0.017983 || Task Loss: 0.8477 || KD Loss: 0.3106|| 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: 7:45:50 || Estimated Time: 2 days, 13:55:51
2023-07-24 18:32:22,870 semantic_segmentation INFO: Iters: 16720/150000 || Lr: 0.017982 || Task Loss: 1.0618 || KD Loss: 0.3333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:07 || Estimated Time: 2 days, 13:55:31
2023-07-24 18:32:39,233 semantic_segmentation INFO: Iters: 16730/150000 || Lr: 0.017981 || Task Loss: 0.8788 || KD Loss: 0.3300|| 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: 7:46:23 || Estimated Time: 2 days, 13:55:12
2023-07-24 18:32:55,526 semantic_segmentation INFO: Iters: 16740/150000 || Lr: 0.017980 || Task Loss: 0.5911 || KD Loss: 0.1681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:40 || Estimated Time: 2 days, 13:54:52
2023-07-24 18:33:11,817 semantic_segmentation INFO: Iters: 16750/150000 || Lr: 0.017978 || Task Loss: 0.7404 || KD Loss: 0.3098|| 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: 7:46:56 || Estimated Time: 2 days, 13:54:31
2023-07-24 18:33:28,209 semantic_segmentation INFO: Iters: 16760/150000 || Lr: 0.017977 || Task Loss: 0.6990 || KD Loss: 0.1995|| 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: 7:47:12 || Estimated Time: 2 days, 13:54:12
2023-07-24 18:33:46,248 semantic_segmentation INFO: Iters: 16770/150000 || Lr: 0.017976 || Task Loss: 0.8352 || KD Loss: 0.3506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 13:54:05
2023-07-24 18:34:04,387 semantic_segmentation INFO: Iters: 16780/150000 || Lr: 0.017975 || Task Loss: 0.4700 || KD Loss: 0.1293|| 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: 7:47:48 || Estimated Time: 2 days, 13:54:00
2023-07-24 18:34:20,676 semantic_segmentation INFO: Iters: 16790/150000 || Lr: 0.017974 || Task Loss: 0.8414 || KD Loss: 0.2918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:05 || Estimated Time: 2 days, 13:53:40
2023-07-24 18:34:36,861 semantic_segmentation INFO: Iters: 16800/150000 || Lr: 0.017972 || Task Loss: 1.1275 || KD Loss: 0.4559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 13:53:19
2023-07-24 18:34:36,972 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:34:37,434 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-24 18:34:37,471 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.131
2023-07-24 18:34:37,483 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.149
2023-07-24 18:34:37,497 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.151
2023-07-24 18:34:37,510 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.224
2023-07-24 18:34:37,522 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.270
2023-07-24 18:34:37,536 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.311
2023-07-24 18:34:37,551 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.317
2023-07-24 18:34:37,564 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.332
2023-07-24 18:34:37,578 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.370
2023-07-24 18:34:37,591 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.409
2023-07-24 18:34:37,605 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.420
2023-07-24 18:34:37,617 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.407
2023-07-24 18:34:37,630 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.397
2023-07-24 18:34:37,644 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.898, mIoU: 0.380
2023-07-24 18:34:37,656 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.896, mIoU: 0.369
2023-07-24 18:34:37,666 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.896, mIoU: 0.368
2023-07-24 18:34:37,678 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.888, mIoU: 0.362
2023-07-24 18:34:37,691 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.356
2023-07-24 18:34:37,707 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.891, mIoU: 0.393
2023-07-24 18:34:37,721 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.896, mIoU: 0.393
2023-07-24 18:34:37,735 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.896, mIoU: 0.401
2023-07-24 18:34:37,750 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.438
2023-07-24 18:34:37,765 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-24 18:34:37,780 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.459
2023-07-24 18:34:37,793 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.901, mIoU: 0.464
2023-07-24 18:34:37,807 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.465
2023-07-24 18:34:37,818 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.466
2023-07-24 18:34:37,833 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-24 18:34:37,847 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.454
2023-07-24 18:34:37,860 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.454
2023-07-24 18:34:37,874 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.453
2023-07-24 18:34:37,888 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.455
2023-07-24 18:34:37,902 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.450
2023-07-24 18:34:37,917 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.902, mIoU: 0.463
2023-07-24 18:34:37,931 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.464
2023-07-24 18:34:37,944 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.463
2023-07-24 18:34:37,955 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.502
2023-07-24 18:34:37,971 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.514
2023-07-24 18:34:37,983 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.511
2023-07-24 18:34:37,995 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.903, mIoU: 0.530
2023-07-24 18:34:38,009 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.529
2023-07-24 18:34:38,022 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.524
2023-07-24 18:34:38,035 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.524
2023-07-24 18:34:38,049 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.528
2023-07-24 18:34:38,063 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.907, mIoU: 0.530
2023-07-24 18:34:38,075 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.533
2023-07-24 18:34:38,087 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.534
2023-07-24 18:34:38,100 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-24 18:34:38,115 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.533
2023-07-24 18:34:38,131 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.527
2023-07-24 18:34:38,145 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.527
2023-07-24 18:34:38,158 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.525
2023-07-24 18:34:38,173 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-24 18:34:38,188 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.908, mIoU: 0.518
2023-07-24 18:34:38,201 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.515
2023-07-24 18:34:38,216 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.907, mIoU: 0.513
2023-07-24 18:34:38,232 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.909, mIoU: 0.512
2023-07-24 18:34:38,245 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.910, mIoU: 0.512
2023-07-24 18:34:38,260 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.901, mIoU: 0.524
2023-07-24 18:34:38,273 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.902, mIoU: 0.532
2023-07-24 18:34:38,287 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.903, mIoU: 0.531
2023-07-24 18:34:38,300 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.904, mIoU: 0.531
2023-07-24 18:34:38,318 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.905, mIoU: 0.537
2023-07-24 18:34:38,330 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.907, mIoU: 0.539
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2023-07-24 18:34:38,401 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.906, mIoU: 0.576
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2023-07-24 18:34:38,444 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.907, mIoU: 0.596
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2023-07-24 18:34:38,642 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.898, mIoU: 0.575
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2023-07-24 18:34:38,671 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-24 18:34:38,727 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.900, mIoU: 0.584
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2023-07-24 18:34:38,771 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.899, mIoU: 0.593
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2023-07-24 18:34:39,000 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.903, mIoU: 0.598
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2023-07-24 18:34:39,201 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.899, mIoU: 0.576
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2023-07-24 18:34:39,223 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-24 18:34:41,097 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.898, mIoU: 0.589
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2023-07-24 18:34:43,822 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-24 18:34:43,835 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-24 18:34:43,847 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-24 18:34:43,861 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-24 18:34:43,872 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-24 18:34:43,886 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:34:43,901 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:34:43,915 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:34:43,930 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:34:43,944 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:34:43,956 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:34:43,969 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:34:43,983 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:34:43,995 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:34:44,010 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:34:44,021 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 18:34:44,035 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 18:34:44,048 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 18:34:44,062 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 18:34:44,076 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 18:34:44,090 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:34:44,099 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:34:44,111 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 18:34:44,125 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 18:34:44,139 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,151 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,163 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,176 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 18:34:44,190 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 18:34:44,205 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 18:34:44,219 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 18:34:44,229 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 18:34:44,243 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 18:34:44,258 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 18:34:44,271 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 18:34:44,286 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 18:34:44,301 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 18:34:44,315 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 18:34:44,330 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 18:34:44,343 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 18:34:44,359 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 18:34:44,375 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 18:34:44,390 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 18:34:44,406 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-24 18:34:44,420 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,434 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 18:34:44,448 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 18:34:44,462 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 18:34:44,475 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 18:34:44,488 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 18:34:44,503 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,517 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,531 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:34:44,543 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 18:34:44,556 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:34:44,570 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 18:34:44,584 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:34:44,597 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 18:34:44,611 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 18:34:44,623 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,637 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,652 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 18:34:44,665 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 18:34:44,679 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 18:34:44,689 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:34:44,704 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 18:34:44,716 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 18:34:44,728 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,739 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,753 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 18:34:44,767 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,781 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,795 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,803 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,817 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 18:34:44,832 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,846 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:34:44,860 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,875 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:34:44,888 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:34:44,901 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,916 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:34:44,931 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:34:44,946 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:34:44,958 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:34:44,971 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 18:34:44,986 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 18:34:45,000 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:34:45,015 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 18:34:45,027 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,042 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,057 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,072 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,084 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,099 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,113 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,126 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,140 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 18:34:45,154 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,168 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,182 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,195 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,209 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,223 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,239 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,249 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,263 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,277 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 18:34:45,290 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 18:34:45,304 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 18:34:45,316 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 18:34:45,331 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,345 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 18:34:45,360 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 18:34:45,372 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,384 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,397 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,411 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,426 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,441 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,455 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,469 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:34:45,482 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:34:45,497 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,512 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,524 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,539 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,553 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,568 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,582 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:34:45,596 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,608 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,622 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,636 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,650 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,666 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:34:45,681 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:34:45,692 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:34:45,707 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:34:45,721 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:34:45,735 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:34:45,748 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:34:45,762 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:34:45,776 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:34:45,791 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:34:45,804 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-24 18:34:45,819 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:34:45,833 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,848 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,862 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,876 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,889 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:34:45,904 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 18:34:45,919 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,935 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,947 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,962 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:45,975 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:45,990 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:46,005 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:46,020 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:46,035 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:46,049 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:34:46,064 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,077 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,091 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,105 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 18:34:46,119 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 18:34:46,136 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 18:34:46,150 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,165 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,174 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,187 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,201 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,213 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,227 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,239 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,252 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,266 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,281 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,295 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,311 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,324 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,339 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,352 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,366 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,381 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,396 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,411 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,426 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,441 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,454 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,469 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:34:46,484 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,497 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,509 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,522 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,536 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,550 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:34:46,562 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,576 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,590 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,604 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,616 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,628 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,635 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,648 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,663 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,677 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,693 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,707 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 18:34:46,720 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,735 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:34:46,749 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,761 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,775 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,788 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,802 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,816 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,827 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,839 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:34:46,851 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 18:34:46,864 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 18:34:46,877 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 18:34:46,889 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 18:34:46,902 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 18:34:46,915 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:46,930 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:46,941 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:46,955 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:46,967 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:46,978 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:46,992 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:47,006 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:47,020 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:47,034 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:47,048 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:47,062 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,074 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,088 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,102 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,118 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,133 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,148 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:47,163 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 18:34:47,176 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,188 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,201 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,216 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:47,232 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,244 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,257 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,272 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,285 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:47,300 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,315 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,329 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,342 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 18:34:47,356 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,369 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,382 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,397 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,410 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,425 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,438 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,453 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,468 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,480 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,493 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,508 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,523 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:34:47,539 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:34:47,554 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,566 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,579 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,593 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:34:47,607 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:34:47,621 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 18:34:47,638 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:34:47,652 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:47,667 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:34:47,681 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,697 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,713 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,726 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,739 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,753 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,767 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,779 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:47,793 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,807 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,821 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,833 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:47,847 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:47,861 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:47,877 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,889 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,902 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,914 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,930 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,942 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,955 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,970 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,985 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:47,997 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,012 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,027 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,042 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,057 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,070 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,082 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,096 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,109 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,122 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,134 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:34:48,150 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,163 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,176 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,190 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,206 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,221 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,237 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,250 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,263 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,277 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,292 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,308 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,323 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,335 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,348 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:34:48,359 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,374 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,389 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,403 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,417 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,429 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,442 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,456 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:34:48,471 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:48,483 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:34:48,498 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,510 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,525 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,538 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,553 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:34:48,566 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,581 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,595 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,608 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,624 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,639 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,654 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,668 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,683 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,698 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,714 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,729 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,743 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:34:48,757 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:48,770 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:48,783 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:48,795 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:48,810 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:48,823 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:48,839 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,853 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,863 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,877 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,892 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,906 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,919 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,934 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,948 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,960 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,974 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:48,989 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,003 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,015 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,026 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,042 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:49,056 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:49,071 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:49,083 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 18:34:49,097 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:49,112 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:49,126 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,140 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,153 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,167 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,180 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,194 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:49,208 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:49,221 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:49,236 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:49,249 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:49,264 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,278 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,293 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,307 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,322 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:49,336 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,350 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,366 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,381 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,396 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,412 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:49,421 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:49,436 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,449 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,464 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,479 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,494 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:49,506 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,521 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,536 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,550 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,565 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,580 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,593 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,608 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:49,622 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,637 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:49,649 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:49,664 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 18:34:49,678 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,693 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,706 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,721 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,736 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,749 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:49,763 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,777 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,790 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,804 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,817 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,831 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,845 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,860 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,874 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,889 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:49,904 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:49,917 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:49,930 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:49,945 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:49,958 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:49,971 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:49,985 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:50,000 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:50,014 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:34:50,030 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,042 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,055 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,070 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,085 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,097 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,112 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,125 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,139 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,153 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,168 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:34:50,183 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,197 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,206 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,222 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,238 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,251 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,265 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,279 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,294 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,307 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,322 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,337 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,352 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,367 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,381 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,397 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,412 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,424 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,438 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 18:34:50,452 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,466 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,478 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:34:50,492 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,507 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,521 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,528 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,540 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,553 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,565 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:34:50,576 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:50,590 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:50,605 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:50,620 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:34:50,632 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:34:50,645 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:34:50,659 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:34:50,670 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:34:50,685 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:50,698 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:50,713 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,728 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,745 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,759 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,772 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,784 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,798 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,813 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,827 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,841 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,854 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,864 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,875 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,888 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,899 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,913 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,926 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:50,940 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,955 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,969 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:50,983 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:50,998 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,013 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,027 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,042 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,056 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,071 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,086 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,101 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,114 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,126 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,141 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,153 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,169 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,181 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,196 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,210 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,228 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,243 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,256 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,271 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,286 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,301 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,316 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,329 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-24 18:34:51,342 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,357 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,372 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,387 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,402 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 18:34:51,417 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 18:34:51,431 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 18:34:51,445 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,459 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,471 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,486 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-24 18:34:51,496 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,508 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,522 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:51,533 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,547 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,561 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:51,576 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,590 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,604 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,618 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,632 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,644 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:51,658 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,670 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,684 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,698 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,711 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,725 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,738 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,753 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,768 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,782 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,796 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,810 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,822 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,834 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,848 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:51,861 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,874 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,888 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:51,903 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,917 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 18:34:51,929 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,941 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:51,956 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,971 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,986 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:51,998 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,011 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,025 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,039 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,054 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,069 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,084 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:52,098 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:52,112 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:52,126 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 18:34:52,141 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,156 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:52,170 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 18:34:52,184 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:52,196 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:52,211 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:52,226 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 18:34:52,241 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:34:52,253 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 18:34:52,267 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,282 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,297 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,310 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,324 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,339 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,353 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,368 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,382 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,396 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,409 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,423 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,439 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,451 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,466 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,478 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 18:34:52,487 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,501 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,515 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,528 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,543 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:34:52,557 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:34:52,570 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:34:52,583 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:34:52,598 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:34:52,612 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:34:52,626 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 18:34:52,643 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:52,657 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:52,673 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:52,687 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:52,700 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:52,714 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,729 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,743 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,755 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,769 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,784 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,799 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,813 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,828 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,840 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,854 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,868 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:52,881 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,896 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,911 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,925 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,939 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,952 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:52,966 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,981 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:52,995 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,009 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,022 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,037 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,049 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,062 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-24 18:34:53,089 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-24 18:34:53,133 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:53,143 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:53,156 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,171 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,187 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,199 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,214 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,229 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,244 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,257 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,270 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,285 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,297 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,312 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,324 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:53,337 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:53,351 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,366 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,380 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,394 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,407 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,421 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,436 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,447 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,462 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,476 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:53,490 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,504 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,516 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,528 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,542 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,556 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 18:34:53,570 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 18:34:53,583 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-24 18:34:53,613 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-24 18:34:53,679 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 18:34:53,694 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:53,706 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:53,721 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:34:53,735 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:34:53,747 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-24 18:34:53,779 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:34:53,794 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 18:34:53,809 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 18:34:53,838 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 18:34:53,866 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.906, mIoU: 0.610
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2023-07-24 18:34:53,921 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-24 18:34:53,947 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-24 18:34:53,972 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:34:53,987 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:34:54,001 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-24 18:34:54,135 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:34:54,149 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-24 18:34:54,173 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-24 18:34:54,200 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:34:54,215 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:34:54,227 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-24 18:34:54,254 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-24 18:34:54,325 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:54,342 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:54,355 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:54,370 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-24 18:34:54,489 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.905, mIoU: 0.605
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2023-07-24 18:34:54,594 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.905, mIoU: 0.605
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2023-07-24 18:34:54,621 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,635 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.905, mIoU: 0.605
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2023-07-24 18:34:54,662 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,675 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,688 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,701 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,715 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,729 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,743 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,757 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,772 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:54,787 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,801 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,815 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,828 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,843 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:54,857 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:34:54,871 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:34:54,886 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:34:54,900 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:34:54,912 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 18:34:54,925 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:54,939 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:54,953 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:54,966 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:54,980 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:54,995 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,009 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,023 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,037 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,051 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,065 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,079 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,092 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,104 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,117 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,130 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,145 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,159 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:55,172 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:55,185 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:55,200 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:34:55,211 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,225 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,239 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,254 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,269 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,284 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,296 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,310 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,324 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,337 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,351 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,366 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,380 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,393 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,407 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,421 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,435 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,448 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,460 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,474 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,488 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,502 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,516 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,529 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,543 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,557 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,572 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,587 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:34:55,601 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,615 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,629 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,640 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,654 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,666 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,678 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,695 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,709 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,723 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,735 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,748 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,761 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,775 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:34:55,789 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,805 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,819 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,832 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,846 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,861 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,873 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:34:55,887 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 18:34:55,901 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:55,914 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,929 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,941 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,956 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,971 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:55,986 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,001 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,014 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,027 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,041 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,056 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,070 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,083 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,097 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,112 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,127 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:34:56,141 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,154 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-24 18:34:56,168 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,185 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,201 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,215 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,230 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,238 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,253 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,265 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,277 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,291 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,306 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,319 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,334 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,349 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,364 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:34:56,379 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,392 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,406 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,423 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,437 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,452 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,467 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,483 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,496 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,510 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,525 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,540 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:56,552 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 18:34:56,565 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,581 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,595 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,609 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:34:56,624 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,638 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,653 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,667 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,680 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,694 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,707 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,721 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,736 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,751 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,766 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,778 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,794 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,810 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,825 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,840 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,854 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,869 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,884 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,897 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:56,911 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,924 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,938 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,953 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,967 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,982 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:56,997 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 18:34:57,010 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,020 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,034 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,047 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,061 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,076 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,090 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,105 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,116 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,125 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,141 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,156 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,170 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,182 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,197 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:57,211 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:57,224 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:57,239 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 18:34:57,253 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,266 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,280 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,292 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,306 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,320 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,334 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,347 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,361 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,375 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 18:34:57,390 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,405 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,417 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,431 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:34:57,446 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 18:34:57,462 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 18:35:13,751 semantic_segmentation INFO: Iters: 16810/150000 || Lr: 0.017971 || Task Loss: 0.7691 || KD Loss: 0.3204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:58 || Estimated Time: 2 days, 13:55:42
2023-07-24 18:35:30,047 semantic_segmentation INFO: Iters: 16820/150000 || Lr: 0.017970 || Task Loss: 0.6670 || KD Loss: 0.1983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:14 || Estimated Time: 2 days, 13:55:22
2023-07-24 18:35:46,415 semantic_segmentation INFO: Iters: 16830/150000 || Lr: 0.017969 || Task Loss: 0.7994 || KD Loss: 0.2377|| 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: 7:49:30 || Estimated Time: 2 days, 13:55:02
2023-07-24 18:36:02,811 semantic_segmentation INFO: Iters: 16840/150000 || Lr: 0.017967 || Task Loss: 0.5686 || KD Loss: 0.1745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:47 || Estimated Time: 2 days, 13:54:43
2023-07-24 18:36:19,199 semantic_segmentation INFO: Iters: 16850/150000 || Lr: 0.017966 || Task Loss: 1.0814 || KD Loss: 0.4993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:50:03 || Estimated Time: 2 days, 13:54:23
2023-07-24 18:36:35,594 semantic_segmentation INFO: Iters: 16860/150000 || Lr: 0.017965 || Task Loss: 0.5698 || KD Loss: 0.1435|| 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: 7:50:20 || Estimated Time: 2 days, 13:54:04
2023-07-24 18:36:51,958 semantic_segmentation INFO: Iters: 16870/150000 || Lr: 0.017964 || Task Loss: 0.5082 || KD Loss: 0.1907|| 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: 7:50:36 || Estimated Time: 2 days, 13:53:44
2023-07-24 18:37:08,347 semantic_segmentation INFO: Iters: 16880/150000 || Lr: 0.017963 || Task Loss: 0.4250 || KD Loss: 0.1451|| 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: 7:50:52 || Estimated Time: 2 days, 13:53:25
2023-07-24 18:37:24,738 semantic_segmentation INFO: Iters: 16890/150000 || Lr: 0.017961 || Task Loss: 0.5252 || KD Loss: 0.1604|| 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: 7:51:09 || Estimated Time: 2 days, 13:53:05
2023-07-24 18:37:41,099 semantic_segmentation INFO: Iters: 16900/150000 || Lr: 0.017960 || Task Loss: 0.6151 || KD Loss: 0.1942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:25 || Estimated Time: 2 days, 13:52:45
2023-07-24 18:37:57,519 semantic_segmentation INFO: Iters: 16910/150000 || Lr: 0.017959 || Task Loss: 0.8332 || KD Loss: 0.2966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:41 || Estimated Time: 2 days, 13:52:26
2023-07-24 18:38:13,877 semantic_segmentation INFO: Iters: 16920/150000 || Lr: 0.017958 || Task Loss: 0.5221 || KD Loss: 0.1633|| 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: 7:51:58 || Estimated Time: 2 days, 13:52:07
2023-07-24 18:38:30,258 semantic_segmentation INFO: Iters: 16930/150000 || Lr: 0.017957 || Task Loss: 0.5997 || KD Loss: 0.2243|| 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: 7:52:14 || Estimated Time: 2 days, 13:51:47
2023-07-24 18:38:46,625 semantic_segmentation INFO: Iters: 16940/150000 || Lr: 0.017955 || Task Loss: 0.8663 || KD Loss: 0.3359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:31 || Estimated Time: 2 days, 13:51:27
2023-07-24 18:39:03,035 semantic_segmentation INFO: Iters: 16950/150000 || Lr: 0.017954 || Task Loss: 0.6554 || KD Loss: 0.2515|| 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: 7:52:47 || Estimated Time: 2 days, 13:51:08
2023-07-24 18:39:19,440 semantic_segmentation INFO: Iters: 16960/150000 || Lr: 0.017953 || Task Loss: 0.5013 || KD Loss: 0.1194|| 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: 7:53:03 || Estimated Time: 2 days, 13:50:48
2023-07-24 18:39:35,811 semantic_segmentation INFO: Iters: 16970/150000 || Lr: 0.017952 || Task Loss: 0.5574 || KD Loss: 0.2258|| 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: 7:53:20 || Estimated Time: 2 days, 13:50:29
2023-07-24 18:39:52,187 semantic_segmentation INFO: Iters: 16980/150000 || Lr: 0.017950 || Task Loss: 0.5988 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:36 || Estimated Time: 2 days, 13:50:09
2023-07-24 18:40:08,581 semantic_segmentation INFO: Iters: 16990/150000 || Lr: 0.017949 || Task Loss: 0.5347 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:53 || Estimated Time: 2 days, 13:49:50
2023-07-24 18:40:24,955 semantic_segmentation INFO: Iters: 17000/150000 || Lr: 0.017948 || Task Loss: 0.5671 || KD Loss: 0.1597|| 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: 7:54:09 || Estimated Time: 2 days, 13:49:30
2023-07-24 18:40:41,322 semantic_segmentation INFO: Iters: 17010/150000 || Lr: 0.017947 || Task Loss: 0.5228 || KD Loss: 0.1456|| 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: 7:54:25 || Estimated Time: 2 days, 13:49:11
2023-07-24 18:40:57,723 semantic_segmentation INFO: Iters: 17020/150000 || Lr: 0.017946 || Task Loss: 0.6933 || KD Loss: 0.2444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:42 || Estimated Time: 2 days, 13:48:51
2023-07-24 18:41:14,095 semantic_segmentation INFO: Iters: 17030/150000 || Lr: 0.017944 || Task Loss: 0.9986 || KD Loss: 0.3798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:58 || Estimated Time: 2 days, 13:48:32
2023-07-24 18:41:30,485 semantic_segmentation INFO: Iters: 17040/150000 || Lr: 0.017943 || Task Loss: 0.5790 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:14 || Estimated Time: 2 days, 13:48:12
2023-07-24 18:41:46,860 semantic_segmentation INFO: Iters: 17050/150000 || Lr: 0.017942 || Task Loss: 0.8690 || KD Loss: 0.3511|| 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: 7:55:31 || Estimated Time: 2 days, 13:47:53
2023-07-24 18:42:03,221 semantic_segmentation INFO: Iters: 17060/150000 || Lr: 0.017941 || Task Loss: 0.7774 || KD Loss: 0.2498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:47 || Estimated Time: 2 days, 13:47:33
2023-07-24 18:42:19,653 semantic_segmentation INFO: Iters: 17070/150000 || Lr: 0.017940 || Task Loss: 0.6985 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:04 || Estimated Time: 2 days, 13:47:14
2023-07-24 18:42:36,031 semantic_segmentation INFO: Iters: 17080/150000 || Lr: 0.017938 || Task Loss: 0.5988 || KD Loss: 0.2374|| 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: 7:56:20 || Estimated Time: 2 days, 13:46:55
2023-07-24 18:42:52,375 semantic_segmentation INFO: Iters: 17090/150000 || Lr: 0.017937 || Task Loss: 0.6019 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 13:46:35
2023-07-24 18:43:08,641 semantic_segmentation INFO: Iters: 17100/150000 || Lr: 0.017936 || Task Loss: 0.6018 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:53 || Estimated Time: 2 days, 13:46:15
2023-07-24 18:43:24,974 semantic_segmentation INFO: Iters: 17110/150000 || Lr: 0.017935 || Task Loss: 0.7735 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:09 || Estimated Time: 2 days, 13:45:55
2023-07-24 18:43:41,337 semantic_segmentation INFO: Iters: 17120/150000 || Lr: 0.017933 || Task Loss: 0.5613 || KD Loss: 0.2024|| 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: 7:57:25 || Estimated Time: 2 days, 13:45:35
2023-07-24 18:43:57,611 semantic_segmentation INFO: Iters: 17130/150000 || Lr: 0.017932 || Task Loss: 0.4012 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:42 || Estimated Time: 2 days, 13:45:15
2023-07-24 18:44:13,906 semantic_segmentation INFO: Iters: 17140/150000 || Lr: 0.017931 || Task Loss: 0.8057 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:58 || Estimated Time: 2 days, 13:44:55
2023-07-24 18:44:30,299 semantic_segmentation INFO: Iters: 17150/150000 || Lr: 0.017930 || Task Loss: 0.6102 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:58:14 || Estimated Time: 2 days, 13:44:36
2023-07-24 18:44:46,693 semantic_segmentation INFO: Iters: 17160/150000 || Lr: 0.017929 || Task Loss: 0.4894 || KD Loss: 0.1309|| 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: 7:58:31 || Estimated Time: 2 days, 13:44:16
2023-07-24 18:45:03,054 semantic_segmentation INFO: Iters: 17170/150000 || Lr: 0.017927 || Task Loss: 0.5792 || KD Loss: 0.2239|| 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: 7:58:47 || Estimated Time: 2 days, 13:43:56
2023-07-24 18:45:19,335 semantic_segmentation INFO: Iters: 17180/150000 || Lr: 0.017926 || Task Loss: 0.8595 || KD Loss: 0.3503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:03 || Estimated Time: 2 days, 13:43:36
2023-07-24 18:45:35,619 semantic_segmentation INFO: Iters: 17190/150000 || Lr: 0.017925 || Task Loss: 0.6049 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:20 || Estimated Time: 2 days, 13:43:16
2023-07-24 18:45:51,964 semantic_segmentation INFO: Iters: 17200/150000 || Lr: 0.017924 || Task Loss: 0.3646 || KD Loss: 0.0763|| 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: 7:59:36 || Estimated Time: 2 days, 13:42:56
2023-07-24 18:46:08,187 semantic_segmentation INFO: Iters: 17210/150000 || Lr: 0.017923 || Task Loss: 0.5346 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:52 || Estimated Time: 2 days, 13:42:36
2023-07-24 18:46:24,567 semantic_segmentation INFO: Iters: 17220/150000 || Lr: 0.017921 || Task Loss: 0.5980 || KD Loss: 0.1565|| 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: 8:00:09 || Estimated Time: 2 days, 13:42:16
2023-07-24 18:46:40,928 semantic_segmentation INFO: Iters: 17230/150000 || Lr: 0.017920 || Task Loss: 0.4555 || KD Loss: 0.1487|| 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: 8:00:25 || Estimated Time: 2 days, 13:41:57
2023-07-24 18:46:57,272 semantic_segmentation INFO: Iters: 17240/150000 || Lr: 0.017919 || Task Loss: 0.6100 || KD Loss: 0.1909|| 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: 8:00:41 || Estimated Time: 2 days, 13:41:37
2023-07-24 18:47:13,530 semantic_segmentation INFO: Iters: 17250/150000 || Lr: 0.017918 || Task Loss: 0.5219 || KD Loss: 0.1641|| 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: 8:00:58 || Estimated Time: 2 days, 13:41:17
2023-07-24 18:47:29,902 semantic_segmentation INFO: Iters: 17260/150000 || Lr: 0.017916 || Task Loss: 0.5174 || KD Loss: 0.1402|| 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: 8:01:14 || Estimated Time: 2 days, 13:40:57
2023-07-24 18:47:46,291 semantic_segmentation INFO: Iters: 17270/150000 || Lr: 0.017915 || Task Loss: 0.7196 || KD Loss: 0.2175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:30 || Estimated Time: 2 days, 13:40:38
2023-07-24 18:48:02,661 semantic_segmentation INFO: Iters: 17280/150000 || Lr: 0.017914 || Task Loss: 0.6692 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:47 || Estimated Time: 2 days, 13:40:18
2023-07-24 18:48:19,020 semantic_segmentation INFO: Iters: 17290/150000 || Lr: 0.017913 || Task Loss: 0.5144 || KD Loss: 0.1208|| 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: 8:02:03 || Estimated Time: 2 days, 13:39:59
2023-07-24 18:48:35,258 semantic_segmentation INFO: Iters: 17300/150000 || Lr: 0.017912 || Task Loss: 0.6146 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:02:19 || Estimated Time: 2 days, 13:39:39
2023-07-24 18:48:51,598 semantic_segmentation INFO: Iters: 17310/150000 || Lr: 0.017910 || Task Loss: 0.6482 || KD Loss: 0.2489|| 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: 8:02:36 || Estimated Time: 2 days, 13:39:19
2023-07-24 18:49:07,994 semantic_segmentation INFO: Iters: 17320/150000 || Lr: 0.017909 || Task Loss: 0.4388 || KD Loss: 0.1347|| 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: 8:02:52 || Estimated Time: 2 days, 13:38:59
2023-07-24 18:49:24,238 semantic_segmentation INFO: Iters: 17330/150000 || Lr: 0.017908 || Task Loss: 0.5042 || KD Loss: 0.1493|| 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: 8:03:08 || Estimated Time: 2 days, 13:38:39
2023-07-24 18:49:40,439 semantic_segmentation INFO: Iters: 17340/150000 || Lr: 0.017907 || Task Loss: 0.6059 || KD Loss: 0.1429|| 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: 8:03:24 || Estimated Time: 2 days, 13:38:18
2023-07-24 18:49:56,822 semantic_segmentation INFO: Iters: 17350/150000 || Lr: 0.017906 || Task Loss: 0.9578 || KD Loss: 0.3013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:41 || Estimated Time: 2 days, 13:37:59
2023-07-24 18:50:13,155 semantic_segmentation INFO: Iters: 17360/150000 || Lr: 0.017904 || Task Loss: 0.4200 || KD Loss: 0.0890|| 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: 8:03:57 || Estimated Time: 2 days, 13:37:39
2023-07-24 18:50:29,509 semantic_segmentation INFO: Iters: 17370/150000 || Lr: 0.017903 || Task Loss: 0.8187 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2928|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:13 || Estimated Time: 2 days, 13:37:20
2023-07-24 18:50:45,895 semantic_segmentation INFO: Iters: 17380/150000 || Lr: 0.017902 || Task Loss: 0.4716 || KD Loss: 0.1179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:30 || Estimated Time: 2 days, 13:37:00
2023-07-24 18:51:02,286 semantic_segmentation INFO: Iters: 17390/150000 || Lr: 0.017901 || Task Loss: 0.8719 || KD Loss: 0.4671|| 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: 8:04:46 || Estimated Time: 2 days, 13:36:41
2023-07-24 18:51:18,828 semantic_segmentation INFO: Iters: 17400/150000 || Lr: 0.017899 || Task Loss: 0.5352 || KD Loss: 0.1560|| 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: 8:05:03 || Estimated Time: 2 days, 13:36:23
2023-07-24 18:51:35,257 semantic_segmentation INFO: Iters: 17410/150000 || Lr: 0.017898 || Task Loss: 0.4266 || KD Loss: 0.1242|| 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: 8:05:19 || Estimated Time: 2 days, 13:36:04
2023-07-24 18:51:51,655 semantic_segmentation INFO: Iters: 17420/150000 || Lr: 0.017897 || Task Loss: 0.5562 || KD Loss: 0.1933|| 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: 8:05:36 || Estimated Time: 2 days, 13:35:45
2023-07-24 18:52:08,025 semantic_segmentation INFO: Iters: 17430/150000 || Lr: 0.017896 || Task Loss: 0.4875 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:52 || Estimated Time: 2 days, 13:35:25
2023-07-24 18:52:24,307 semantic_segmentation INFO: Iters: 17440/150000 || Lr: 0.017895 || Task Loss: 1.0470 || KD Loss: 0.4734|| 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: 8:06:08 || Estimated Time: 2 days, 13:35:05
2023-07-24 18:52:40,599 semantic_segmentation INFO: Iters: 17450/150000 || Lr: 0.017893 || Task Loss: 1.1208 || KD Loss: 0.4915|| 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: 8:06:25 || Estimated Time: 2 days, 13:34:45
2023-07-24 18:52:56,973 semantic_segmentation INFO: Iters: 17460/150000 || Lr: 0.017892 || Task Loss: 0.4735 || KD Loss: 0.1277|| 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: 8:06:41 || Estimated Time: 2 days, 13:34:26
2023-07-24 18:53:13,338 semantic_segmentation INFO: Iters: 17470/150000 || Lr: 0.017891 || Task Loss: 0.9203 || KD Loss: 0.3073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:57 || Estimated Time: 2 days, 13:34:06
2023-07-24 18:53:29,652 semantic_segmentation INFO: Iters: 17480/150000 || Lr: 0.017890 || Task Loss: 0.7081 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:14 || Estimated Time: 2 days, 13:33:47
2023-07-24 18:53:45,963 semantic_segmentation INFO: Iters: 17490/150000 || Lr: 0.017889 || Task Loss: 0.6775 || KD Loss: 0.2313|| 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: 8:07:30 || Estimated Time: 2 days, 13:33:27
2023-07-24 18:54:02,282 semantic_segmentation INFO: Iters: 17500/150000 || Lr: 0.017887 || Task Loss: 0.6651 || KD Loss: 0.2811|| 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: 8:07:46 || Estimated Time: 2 days, 13:33:07
2023-07-24 18:54:18,679 semantic_segmentation INFO: Iters: 17510/150000 || Lr: 0.017886 || Task Loss: 0.5916 || KD Loss: 0.2312|| 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: 8:08:03 || Estimated Time: 2 days, 13:32:47
2023-07-24 18:54:35,014 semantic_segmentation INFO: Iters: 17520/150000 || Lr: 0.017885 || Task Loss: 0.5807 || KD Loss: 0.1382|| 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: 8:08:19 || Estimated Time: 2 days, 13:32:28
2023-07-24 18:54:51,326 semantic_segmentation INFO: Iters: 17530/150000 || Lr: 0.017884 || Task Loss: 0.5768 || KD Loss: 0.1683|| 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: 8:08:35 || Estimated Time: 2 days, 13:32:08
2023-07-24 18:55:07,625 semantic_segmentation INFO: Iters: 17540/150000 || Lr: 0.017882 || Task Loss: 0.7875 || KD Loss: 0.3227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:52 || Estimated Time: 2 days, 13:31:48
2023-07-24 18:55:23,973 semantic_segmentation INFO: Iters: 17550/150000 || Lr: 0.017881 || Task Loss: 0.5534 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:08 || Estimated Time: 2 days, 13:31:29
2023-07-24 18:55:40,410 semantic_segmentation INFO: Iters: 17560/150000 || Lr: 0.017880 || Task Loss: 0.8062 || KD Loss: 0.3497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:24 || Estimated Time: 2 days, 13:31:10
2023-07-24 18:55:56,771 semantic_segmentation INFO: Iters: 17570/150000 || Lr: 0.017879 || Task Loss: 0.6039 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:41 || Estimated Time: 2 days, 13:30:50
2023-07-24 18:56:13,169 semantic_segmentation INFO: Iters: 17580/150000 || Lr: 0.017878 || Task Loss: 0.6156 || KD Loss: 0.1933|| 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: 8:09:57 || Estimated Time: 2 days, 13:30:31
2023-07-24 18:56:29,567 semantic_segmentation INFO: Iters: 17590/150000 || Lr: 0.017876 || Task Loss: 0.4595 || KD Loss: 0.1075|| 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: 8:10:14 || Estimated Time: 2 days, 13:30:12
2023-07-24 18:56:46,695 semantic_segmentation INFO: Iters: 17600/150000 || Lr: 0.017875 || Task Loss: 0.6397 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:31 || Estimated Time: 2 days, 13:29:58
2023-07-24 18:56:46,955 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 18:56:47,451 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.083
2023-07-24 18:56:47,467 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.129
2023-07-24 18:56:47,484 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.144
2023-07-24 18:56:47,503 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.144
2023-07-24 18:56:47,520 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.215
2023-07-24 18:56:47,533 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.900, mIoU: 0.215
2023-07-24 18:56:47,547 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.893, mIoU: 0.241
2023-07-24 18:56:47,561 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.904, mIoU: 0.245
2023-07-24 18:56:47,573 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.911, mIoU: 0.286
2023-07-24 18:56:47,587 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.917, mIoU: 0.331
2023-07-24 18:56:47,601 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.901, mIoU: 0.333
2023-07-24 18:56:47,615 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.904, mIoU: 0.333
2023-07-24 18:56:47,634 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.868, mIoU: 0.333
2023-07-24 18:56:47,652 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.870, mIoU: 0.325
2023-07-24 18:56:47,670 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.864, mIoU: 0.312
2023-07-24 18:56:47,683 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.306
2023-07-24 18:56:47,694 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.866, mIoU: 0.305
2023-07-24 18:56:47,706 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.870, mIoU: 0.305
2023-07-24 18:56:47,719 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.872, mIoU: 0.306
2023-07-24 18:56:47,734 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.876, mIoU: 0.358
2023-07-24 18:56:47,748 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.882, mIoU: 0.380
2023-07-24 18:56:47,763 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-24 18:56:47,777 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.884, mIoU: 0.423
2023-07-24 18:56:47,792 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.887, mIoU: 0.422
2023-07-24 18:56:47,807 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.883, mIoU: 0.412
2023-07-24 18:56:47,820 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.881, mIoU: 0.415
2023-07-24 18:56:47,838 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.884, mIoU: 0.417
2023-07-24 18:56:47,856 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.887, mIoU: 0.419
2023-07-24 18:56:47,878 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.882, mIoU: 0.405
2023-07-24 18:56:47,893 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.886, mIoU: 0.405
2023-07-24 18:56:47,906 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.890, mIoU: 0.413
2023-07-24 18:56:47,920 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.891, mIoU: 0.412
2023-07-24 18:56:47,934 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.425
2023-07-24 18:56:47,949 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.422
2023-07-24 18:56:47,963 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.431
2023-07-24 18:56:47,977 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.432
2023-07-24 18:56:47,990 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.432
2023-07-24 18:56:48,002 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.449
2023-07-24 18:56:48,017 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.899, mIoU: 0.440
2023-07-24 18:56:48,029 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.898, mIoU: 0.435
2023-07-24 18:56:48,045 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.898, mIoU: 0.458
2023-07-24 18:56:48,066 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.901, mIoU: 0.457
2023-07-24 18:56:48,084 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.445
2023-07-24 18:56:48,100 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.899, mIoU: 0.445
2023-07-24 18:56:48,115 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-24 18:56:48,128 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.900, mIoU: 0.459
2023-07-24 18:56:48,140 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.902, mIoU: 0.465
2023-07-24 18:56:48,152 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.903, mIoU: 0.466
2023-07-24 18:56:48,166 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.903, mIoU: 0.465
2023-07-24 18:56:48,181 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.902, mIoU: 0.461
2023-07-24 18:56:48,195 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.461
2023-07-24 18:56:48,209 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.454
2023-07-24 18:56:48,222 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.453
2023-07-24 18:56:48,237 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.902, mIoU: 0.450
2023-07-24 18:56:48,251 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.902, mIoU: 0.453
2023-07-24 18:56:48,268 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.901, mIoU: 0.451
2023-07-24 18:56:48,287 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.899, mIoU: 0.448
2023-07-24 18:56:48,306 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.901, mIoU: 0.448
2023-07-24 18:56:48,318 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.902, mIoU: 0.449
2023-07-24 18:56:48,333 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.895, mIoU: 0.485
2023-07-24 18:56:48,346 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.895, mIoU: 0.472
2023-07-24 18:56:48,360 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.896, mIoU: 0.469
2023-07-24 18:56:48,372 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.897, mIoU: 0.469
2023-07-24 18:56:48,390 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.899, mIoU: 0.476
2023-07-24 18:56:48,402 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.900, mIoU: 0.491
2023-07-24 18:56:48,417 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.490
2023-07-24 18:56:48,432 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.902, mIoU: 0.492
2023-07-24 18:56:48,444 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.903, mIoU: 0.514
2023-07-24 18:56:48,460 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-24 18:56:48,480 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.515
2023-07-24 18:56:48,505 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.898, mIoU: 0.519
2023-07-24 18:56:48,518 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.899, mIoU: 0.519
2023-07-24 18:56:48,534 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.520
2023-07-24 18:56:48,549 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.899, mIoU: 0.518
2023-07-24 18:56:48,564 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.531
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2023-07-24 18:56:48,596 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.894, mIoU: 0.522
2023-07-24 18:56:48,606 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.893, mIoU: 0.521
2023-07-24 18:56:48,621 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.893, mIoU: 0.528
2023-07-24 18:56:48,638 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.894, mIoU: 0.532
2023-07-24 18:56:48,651 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.895, mIoU: 0.534
2023-07-24 18:56:48,669 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.535
2023-07-24 18:56:48,688 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.894, mIoU: 0.534
2023-07-24 18:56:48,708 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.524
2023-07-24 18:56:48,726 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.891, mIoU: 0.523
2023-07-24 18:56:48,740 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.525
2023-07-24 18:56:48,754 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.525
2023-07-24 18:56:48,768 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.892, mIoU: 0.526
2023-07-24 18:56:48,782 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.893, mIoU: 0.544
2023-07-24 18:56:48,794 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.894, mIoU: 0.544
2023-07-24 18:56:48,808 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-24 18:56:48,823 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-24 18:56:48,837 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 18:56:48,850 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 18:56:48,865 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 18:56:48,884 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 18:56:48,900 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 18:56:48,920 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 18:56:48,935 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 18:56:48,947 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 18:56:48,961 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 18:56:48,974 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.899, mIoU: 0.567
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2023-07-24 18:56:49,001 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.898, mIoU: 0.565
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2023-07-24 18:56:49,042 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.899, mIoU: 0.569
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2023-07-24 18:56:49,069 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.900, mIoU: 0.569
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2023-07-24 18:56:49,098 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 18:56:49,115 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 18:56:49,138 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.902, mIoU: 0.573
2023-07-24 18:56:49,153 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.902, mIoU: 0.574
2023-07-24 18:56:49,168 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.903, mIoU: 0.575
2023-07-24 18:56:49,180 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.903, mIoU: 0.575
2023-07-24 18:56:49,193 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 18:56:49,207 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 18:56:49,220 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.902, mIoU: 0.566
2023-07-24 18:56:49,234 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 18:56:49,250 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 18:56:49,264 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.902, mIoU: 0.562
2023-07-24 18:56:49,276 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.901, mIoU: 0.556
2023-07-24 18:56:49,291 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.902, mIoU: 0.556
2023-07-24 18:56:49,311 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.902, mIoU: 0.555
2023-07-24 18:56:49,322 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.902, mIoU: 0.557
2023-07-24 18:56:49,337 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.903, mIoU: 0.557
2023-07-24 18:56:49,357 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 18:56:49,366 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 18:56:49,380 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 18:56:49,395 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 18:56:49,409 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.900, mIoU: 0.553
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2023-07-24 18:56:49,450 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.900, mIoU: 0.554
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2023-07-24 18:56:49,476 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 18:56:49,490 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 18:56:49,509 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.899, mIoU: 0.551
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2023-07-24 18:56:49,629 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.901, mIoU: 0.558
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2023-07-24 18:56:49,657 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 18:56:49,668 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.901, mIoU: 0.571
2023-07-24 18:56:49,682 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.901, mIoU: 0.572
2023-07-24 18:56:49,697 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 18:56:49,712 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-24 18:56:49,726 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-24 18:56:49,746 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 18:56:49,763 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 18:56:49,784 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.901, mIoU: 0.572
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2023-07-24 18:56:49,814 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.901, mIoU: 0.574
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2023-07-24 18:56:49,843 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.902, mIoU: 0.575
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2023-07-24 18:56:49,886 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.903, mIoU: 0.575
2023-07-24 18:56:49,901 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.903, mIoU: 0.576
2023-07-24 18:56:49,917 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.904, mIoU: 0.575
2023-07-24 18:56:49,931 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 18:56:49,950 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.901, mIoU: 0.570
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2023-07-24 18:56:49,993 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 18:56:50,008 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.895, mIoU: 0.543
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2023-07-24 18:56:54,020 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-24 18:56:54,036 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.894, mIoU: 0.546
2023-07-24 18:56:54,050 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.894, mIoU: 0.548
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2023-07-24 18:56:54,083 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.893, mIoU: 0.546
2023-07-24 18:56:54,106 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,125 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,147 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-24 18:56:54,164 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,182 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.893, mIoU: 0.552
2023-07-24 18:56:54,198 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,210 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,224 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,239 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-24 18:56:54,252 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 18:56:54,266 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 18:56:54,281 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-24 18:56:54,299 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 18:56:54,318 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,338 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,360 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,382 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,397 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,412 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,425 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,439 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,452 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,465 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,480 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.893, mIoU: 0.551
2023-07-24 18:56:54,500 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,518 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-24 18:56:54,541 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,560 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,581 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,595 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,606 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,620 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,633 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,647 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,661 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,676 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.893, mIoU: 0.547
2023-07-24 18:56:54,693 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-24 18:56:54,708 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-24 18:56:54,720 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-24 18:56:54,734 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.893, mIoU: 0.548
2023-07-24 18:56:54,753 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.893, mIoU: 0.549
2023-07-24 18:56:54,770 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-24 18:56:54,789 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.894, mIoU: 0.549
2023-07-24 18:56:54,802 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.894, mIoU: 0.550
2023-07-24 18:56:54,817 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,833 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.894, mIoU: 0.551
2023-07-24 18:56:54,848 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,862 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,877 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,889 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.894, mIoU: 0.552
2023-07-24 18:56:54,909 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 18:56:54,931 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 18:56:54,951 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 18:56:54,971 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.895, mIoU: 0.555
2023-07-24 18:56:54,989 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 18:56:55,004 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 18:56:55,018 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.895, mIoU: 0.556
2023-07-24 18:56:55,032 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 18:56:55,046 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.895, mIoU: 0.557
2023-07-24 18:56:55,060 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 18:56:55,070 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 18:56:55,082 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.896, mIoU: 0.559
2023-07-24 18:56:55,096 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-24 18:56:55,111 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-24 18:56:55,127 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-24 18:56:55,147 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.896, mIoU: 0.560
2023-07-24 18:56:55,163 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.896, mIoU: 0.561
2023-07-24 18:56:55,182 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.897, mIoU: 0.561
2023-07-24 18:56:55,200 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.562
2023-07-24 18:56:55,214 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:56:55,223 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:56:55,237 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:56:55,251 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:56:55,264 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 18:56:55,278 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 18:56:55,293 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 18:56:55,311 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 18:56:55,329 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 18:56:55,349 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 18:56:55,371 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:56:55,392 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:56:55,407 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:56:55,422 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 18:56:55,436 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 18:56:55,448 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 18:56:55,463 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 18:56:55,477 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:56:55,491 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 18:56:55,505 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 18:56:55,524 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:56:55,543 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 18:56:55,565 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 18:56:55,583 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:56:55,601 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:56:55,620 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 18:56:55,635 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 18:56:55,649 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 18:56:55,663 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 18:56:55,675 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 18:56:55,690 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 18:56:55,704 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 18:56:55,716 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 18:56:55,736 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 18:56:55,754 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 18:56:55,772 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 18:56:55,791 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 18:56:55,806 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,820 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,835 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,850 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,864 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,880 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,888 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 18:56:55,903 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:55,918 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:55,937 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:55,956 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:55,979 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 18:56:55,999 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 18:56:56,015 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:56,033 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:56:56,048 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:56:56,063 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:56,075 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 18:56:56,088 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:56:56,102 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:56:56,115 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 18:56:56,129 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 18:56:56,144 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:56:56,162 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,184 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,207 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:56:56,227 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,242 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,256 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 18:56:56,269 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,284 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,299 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,314 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,329 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,346 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,366 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,389 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 18:56:56,414 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 18:56:56,424 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:56:56,440 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:56:56,454 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,466 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,480 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,492 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,506 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,520 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,534 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,551 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,566 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 18:56:56,582 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,601 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,622 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,641 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,654 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 18:56:56,669 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:56:56,682 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:56:56,697 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:56:56,713 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 18:56:56,726 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:56:56,741 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 18:56:56,761 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,783 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,804 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,822 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,839 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,853 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,868 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,883 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,897 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,911 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,922 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 18:56:56,936 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 18:56:56,954 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.901, mIoU: 0.585
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2023-07-24 18:56:56,989 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 18:56:57,011 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-24 18:56:57,032 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 18:56:57,050 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-24 18:56:57,064 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-24 18:56:57,080 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-24 18:56:57,095 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,110 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,126 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,140 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,155 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,170 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 18:56:57,194 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,217 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,237 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,256 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,269 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,283 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,297 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,312 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,326 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,341 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,358 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,372 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,393 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:56:57,411 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-24 18:56:57,430 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,454 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,469 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,484 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,495 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,508 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,523 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,536 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,551 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,568 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,588 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,612 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,636 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,656 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,671 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,684 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,698 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,711 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 18:56:57,724 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 18:56:57,738 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 18:56:57,752 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 18:56:57,766 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,785 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,806 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,824 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,842 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 18:56:57,863 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,876 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,888 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,903 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:57,918 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,933 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,946 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 18:56:57,961 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:57,981 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,004 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,024 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:58,041 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,051 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,073 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,087 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,101 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,115 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,129 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,143 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,157 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,171 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,183 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,198 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,215 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,236 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:58,258 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:58,273 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:58,287 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 18:56:58,300 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,313 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 18:56:58,326 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,339 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 18:56:58,353 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 18:56:58,367 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 18:56:58,384 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 18:56:58,395 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 18:56:58,413 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 18:56:58,430 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 18:56:58,449 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 18:56:58,471 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,493 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,507 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,520 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,534 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,548 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,560 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,574 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,587 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,603 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:58,621 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:58,638 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-24 18:56:58,656 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-24 18:56:58,674 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,690 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,708 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:58,723 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:58,738 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,751 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,764 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 18:56:58,779 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,793 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,807 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,824 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,839 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,858 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:58,877 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,895 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,915 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,929 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,942 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,957 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,969 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,983 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:58,999 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:59,011 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:59,023 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 18:56:59,038 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,053 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,073 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,091 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,109 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,127 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,141 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 18:56:59,154 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-24 18:56:59,168 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 18:56:59,185 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,198 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,213 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,226 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,244 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,266 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,282 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,302 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,323 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:56:59,341 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:56:59,354 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:56:59,368 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-24 18:56:59,383 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-24 18:56:59,396 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-24 18:56:59,408 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:56:59,421 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,436 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:56:59,451 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,466 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,482 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,501 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,520 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,537 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,554 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,569 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,583 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,596 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,610 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,625 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,640 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:56:59,655 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:56:59,673 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:56:59,691 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,712 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:56:59,729 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:56:59,747 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:56:59,763 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:56:59,778 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,791 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,803 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,817 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,831 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:56:59,846 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,861 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,878 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,895 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,918 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,940 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,962 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,978 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:56:59,991 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:57:00,005 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,017 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,033 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,048 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,062 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,080 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,095 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,115 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,138 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,160 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:57:00,175 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 18:57:00,190 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-24 18:57:00,203 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 18:57:00,217 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,230 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,244 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 18:57:00,256 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 18:57:00,269 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:57:00,287 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 18:57:00,299 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 18:57:00,319 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 18:57:00,341 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 18:57:00,361 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,379 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,394 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,407 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,421 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,435 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,449 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,464 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,476 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,493 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,509 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,532 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,553 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:00,575 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,589 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,601 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,615 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,630 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:00,645 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:00,658 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,673 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,688 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,705 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,723 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:00,746 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:00,768 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 18:57:00,784 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,797 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:00,814 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 18:57:00,829 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:57:00,843 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:57:00,856 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:57:00,870 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 18:57:00,885 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 18:57:00,900 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:57:00,919 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 18:57:00,934 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,953 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,971 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:00,995 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:01,013 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:01,027 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:01,042 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:01,055 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:01,069 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,083 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,097 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,111 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,128 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,143 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,164 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,187 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,209 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,223 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,237 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,248 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,262 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,274 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,288 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,302 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,317 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,331 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,352 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,374 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,396 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,418 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,434 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:01,447 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-24 18:57:01,462 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,477 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,492 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,504 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,519 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 18:57:01,533 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 18:57:01,552 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,566 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,589 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,611 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,631 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,645 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,659 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,672 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,685 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,698 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,712 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,726 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,740 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:01,754 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,772 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,793 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,810 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,830 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,852 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:01,865 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:01,878 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:01,893 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:01,908 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,923 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,938 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,951 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,968 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:01,986 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,007 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,026 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,047 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,064 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:02,080 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:02,094 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 18:57:02,110 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,124 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,138 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,148 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:02,166 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:02,182 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,203 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,224 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,246 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 18:57:02,264 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 18:57:02,278 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,292 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,307 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,322 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,336 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,350 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 18:57:02,366 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,386 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-24 18:57:02,404 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-24 18:57:02,425 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-24 18:57:02,447 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,469 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,482 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 18:57:02,497 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 18:57:02,512 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,528 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,536 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,549 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,562 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,576 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,588 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 18:57:02,606 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,628 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,649 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 18:57:02,666 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-24 18:57:02,679 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-24 18:57:02,693 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-24 18:57:02,703 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-24 18:57:02,718 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-24 18:57:02,731 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,745 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,759 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,773 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,792 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,807 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,828 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,850 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,873 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,889 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,905 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,919 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,930 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,941 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,954 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,966 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,981 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:02,997 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,015 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,034 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,053 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,067 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,083 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,097 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,111 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,126 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,140 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,153 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 18:57:03,167 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,181 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 18:57:03,193 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,205 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,219 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,232 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,247 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-24 18:57:03,260 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,274 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,288 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,305 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,320 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,332 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,347 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,361 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,375 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,390 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,402 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,414 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,429 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-24 18:57:03,443 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-24 18:57:03,458 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-24 18:57:03,472 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-24 18:57:03,487 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-24 18:57:03,502 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-24 18:57:03,517 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,532 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,544 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,559 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,569 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,582 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,596 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,608 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,623 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,637 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,651 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,666 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,681 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-24 18:57:03,696 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,710 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,722 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,737 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,749 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,763 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,777 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,790 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 18:57:03,804 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,816 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-24 18:57:03,831 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,845 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,860 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,874 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,889 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,901 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,914 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,928 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:03,941 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,954 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:03,969 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 18:57:03,984 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 18:57:03,999 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 18:57:04,011 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 18:57:04,024 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,039 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,055 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,070 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,083 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,097 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,111 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,125 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,140 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,155 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,169 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,183 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,197 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,212 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,227 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 18:57:04,241 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,255 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 18:57:04,270 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,283 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,297 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 18:57:04,312 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,327 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,339 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,353 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,368 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,383 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,396 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,411 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:57:04,425 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:57:04,439 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,453 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:57:04,467 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 18:57:04,482 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:04,495 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:04,509 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:04,524 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:04,537 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:04,551 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,563 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,571 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,585 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,600 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,612 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,627 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,640 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,653 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,666 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,680 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,695 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,709 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,725 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,739 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,755 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:04,769 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,782 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 18:57:04,796 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,811 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,825 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,837 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,850 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,864 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,878 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,893 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,907 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:04,920 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,935 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 18:57:04,948 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:04,961 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:04,975 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:04,991 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,005 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,019 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,032 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,046 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,062 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,078 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,092 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,105 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,120 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,133 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,146 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,158 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,172 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,187 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,201 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,215 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,226 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,238 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,254 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,269 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,281 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,296 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,311 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,326 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,338 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,352 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,366 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,379 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,393 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,405 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,418 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 18:57:05,432 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,446 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,461 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,475 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,487 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 18:57:05,501 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,516 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,528 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:05,543 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 18:57:05,557 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,571 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,586 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,598 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,611 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,626 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,640 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,654 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,666 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,680 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,696 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,710 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,720 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,734 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,749 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,764 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,778 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,790 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,804 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,818 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,830 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,844 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,858 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,872 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,886 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,901 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,914 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:05,928 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,942 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,954 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,967 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,982 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:05,996 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,008 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,023 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,033 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,047 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,062 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,077 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,090 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,105 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,121 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,136 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,147 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,162 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,177 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,188 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:06,202 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:06,217 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:06,232 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:06,245 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:06,257 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,272 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,286 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,300 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,312 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,326 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,338 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,351 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,364 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,378 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 18:57:06,392 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:06,406 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,421 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,433 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,447 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,460 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,474 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,488 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,500 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,512 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,527 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,541 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,556 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,568 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,581 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,595 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,609 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,621 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,634 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,648 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,662 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,676 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,689 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,704 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,719 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,732 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,746 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,760 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,773 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,788 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,802 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,817 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,831 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,846 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:06,860 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,874 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,888 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,902 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:06,916 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,930 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,944 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:06,958 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,972 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,984 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:06,996 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,010 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,024 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,037 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,050 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,065 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,079 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,094 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,109 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,123 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,137 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,149 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,162 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,174 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,187 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,199 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,214 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,228 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,241 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:07,254 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,268 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,279 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:07,292 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:07,307 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,321 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,336 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,350 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,363 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,378 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,392 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:07,405 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:07,419 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:07,434 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,449 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,462 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,476 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,491 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:07,506 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,520 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,533 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,547 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,562 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,576 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,591 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,603 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,618 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,632 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,647 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,661 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,675 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,690 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:07,704 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,714 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,727 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,739 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,751 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,767 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 18:57:07,781 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,794 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 18:57:07,806 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,818 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,830 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,844 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,857 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,871 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,885 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,897 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,911 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,925 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,937 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,951 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,965 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,977 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:07,991 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,002 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,017 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,031 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,045 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,059 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,071 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,087 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,102 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 18:57:08,117 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,130 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,143 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,155 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,170 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,185 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,199 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 18:57:08,212 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,227 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,243 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,258 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,273 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,288 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,296 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,310 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,323 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,335 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,349 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,363 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 18:57:08,377 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:08,391 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:08,405 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:08,419 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:08,434 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 18:57:08,446 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,460 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,475 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,489 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,503 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,517 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,532 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:57:08,544 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:57:08,558 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:57:08,573 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 18:57:08,588 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:57:08,600 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,613 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,627 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,641 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,655 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 18:57:08,669 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:08,683 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,697 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:08,711 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:08,723 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:08,737 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,750 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,764 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,779 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,794 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,808 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,821 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,836 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,850 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,865 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,879 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,893 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,908 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,923 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,935 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,950 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,963 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,977 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:08,991 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,006 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,021 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:57:09,035 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:57:09,049 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,058 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,072 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,086 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,108 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,123 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,137 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,151 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,162 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,171 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,187 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,201 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,216 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,228 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,242 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,256 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,269 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,283 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,297 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,311 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,324 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,337 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,351 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,365 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,379 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,392 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,406 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,421 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 18:57:09,435 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 18:57:09,450 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,463 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,477 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,491 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 18:57:09,508 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 18:57:25,798 semantic_segmentation INFO: Iters: 17610/150000 || Lr: 0.017874 || Task Loss: 0.6270 || KD Loss: 0.2220|| 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: 8:11:10 || Estimated Time: 2 days, 13:32:30
2023-07-24 18:57:42,010 semantic_segmentation INFO: Iters: 17620/150000 || Lr: 0.017873 || Task Loss: 0.6214 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 13:32:09
2023-07-24 18:57:58,328 semantic_segmentation INFO: Iters: 17630/150000 || Lr: 0.017872 || Task Loss: 0.5386 || KD Loss: 0.1142|| 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: 8:11:42 || Estimated Time: 2 days, 13:31:49
2023-07-24 18:58:14,676 semantic_segmentation INFO: Iters: 17640/150000 || Lr: 0.017870 || Task Loss: 0.7993 || KD Loss: 0.3356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:59 || Estimated Time: 2 days, 13:31:30
2023-07-24 18:58:31,005 semantic_segmentation INFO: Iters: 17650/150000 || Lr: 0.017869 || Task Loss: 0.6420 || KD Loss: 0.2348|| 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: 8:12:15 || Estimated Time: 2 days, 13:31:10
2023-07-24 18:58:47,385 semantic_segmentation INFO: Iters: 17660/150000 || Lr: 0.017868 || Task Loss: 0.6908 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:31 || Estimated Time: 2 days, 13:30:50
2023-07-24 18:59:03,777 semantic_segmentation INFO: Iters: 17670/150000 || Lr: 0.017867 || Task Loss: 1.0973 || KD Loss: 0.4948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:48 || Estimated Time: 2 days, 13:30:31
2023-07-24 18:59:20,132 semantic_segmentation INFO: Iters: 17680/150000 || Lr: 0.017865 || Task Loss: 0.7055 || KD Loss: 0.1686|| 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: 8:13:04 || Estimated Time: 2 days, 13:30:12
2023-07-24 18:59:36,470 semantic_segmentation INFO: Iters: 17690/150000 || Lr: 0.017864 || Task Loss: 0.8133 || KD Loss: 0.2937|| 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: 8:13:20 || Estimated Time: 2 days, 13:29:52
2023-07-24 18:59:52,775 semantic_segmentation INFO: Iters: 17700/150000 || Lr: 0.017863 || Task Loss: 0.7125 || KD Loss: 0.2918|| 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: 8:13:37 || Estimated Time: 2 days, 13:29:32
2023-07-24 19:00:09,018 semantic_segmentation INFO: Iters: 17710/150000 || Lr: 0.017862 || Task Loss: 0.8098 || KD Loss: 0.3388|| 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: 8:13:53 || Estimated Time: 2 days, 13:29:12
2023-07-24 19:00:25,365 semantic_segmentation INFO: Iters: 17720/150000 || Lr: 0.017861 || Task Loss: 0.5158 || KD Loss: 0.1404|| 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: 8:14:09 || Estimated Time: 2 days, 13:28:52
2023-07-24 19:00:41,670 semantic_segmentation INFO: Iters: 17730/150000 || Lr: 0.017859 || Task Loss: 0.5939 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:26 || Estimated Time: 2 days, 13:28:32
2023-07-24 19:00:58,020 semantic_segmentation INFO: Iters: 17740/150000 || Lr: 0.017858 || Task Loss: 0.8710 || KD Loss: 0.2879|| 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: 8:14:42 || Estimated Time: 2 days, 13:28:13
2023-07-24 19:01:14,308 semantic_segmentation INFO: Iters: 17750/150000 || Lr: 0.017857 || Task Loss: 0.5811 || KD Loss: 0.2412|| 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: 8:14:58 || Estimated Time: 2 days, 13:27:53
2023-07-24 19:01:30,592 semantic_segmentation INFO: Iters: 17760/150000 || Lr: 0.017856 || Task Loss: 0.4082 || KD Loss: 0.1149|| 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: 8:15:15 || Estimated Time: 2 days, 13:27:32
2023-07-24 19:01:46,942 semantic_segmentation INFO: Iters: 17770/150000 || Lr: 0.017855 || Task Loss: 0.6497 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:31 || Estimated Time: 2 days, 13:27:13
2023-07-24 19:02:03,184 semantic_segmentation INFO: Iters: 17780/150000 || Lr: 0.017853 || Task Loss: 0.5915 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:47 || Estimated Time: 2 days, 13:26:52
2023-07-24 19:02:19,548 semantic_segmentation INFO: Iters: 17790/150000 || Lr: 0.017852 || Task Loss: 0.4613 || KD Loss: 0.1563|| 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: 8:16:04 || Estimated Time: 2 days, 13:26:33
2023-07-24 19:02:35,937 semantic_segmentation INFO: Iters: 17800/150000 || Lr: 0.017851 || Task Loss: 0.5921 || KD Loss: 0.1837|| 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: 8:16:20 || Estimated Time: 2 days, 13:26:14
2023-07-24 19:02:52,332 semantic_segmentation INFO: Iters: 17810/150000 || Lr: 0.017850 || Task Loss: 0.6817 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:16:36 || Estimated Time: 2 days, 13:25:54
2023-07-24 19:03:08,710 semantic_segmentation INFO: Iters: 17820/150000 || Lr: 0.017848 || Task Loss: 0.5410 || KD Loss: 0.1968|| 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: 8:16:53 || Estimated Time: 2 days, 13:25:35
2023-07-24 19:03:25,310 semantic_segmentation INFO: Iters: 17830/150000 || Lr: 0.017847 || Task Loss: 0.4182 || KD Loss: 0.1378|| 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: 8:17:09 || Estimated Time: 2 days, 13:25:17
2023-07-24 19:03:41,681 semantic_segmentation INFO: Iters: 17840/150000 || Lr: 0.017846 || Task Loss: 0.7169 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 13:24:58
2023-07-24 19:03:58,046 semantic_segmentation INFO: Iters: 17850/150000 || Lr: 0.017845 || Task Loss: 0.6330 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:42 || Estimated Time: 2 days, 13:24:39
2023-07-24 19:04:14,468 semantic_segmentation INFO: Iters: 17860/150000 || Lr: 0.017844 || Task Loss: 0.6371 || KD Loss: 0.2472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:58 || Estimated Time: 2 days, 13:24:20
2023-07-24 19:04:30,857 semantic_segmentation INFO: Iters: 17870/150000 || Lr: 0.017842 || Task Loss: 0.6605 || KD Loss: 0.2393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:15 || Estimated Time: 2 days, 13:24:00
2023-07-24 19:04:47,218 semantic_segmentation INFO: Iters: 17880/150000 || Lr: 0.017841 || Task Loss: 0.6960 || KD Loss: 0.2854|| 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: 8:18:31 || Estimated Time: 2 days, 13:23:41
2023-07-24 19:05:03,610 semantic_segmentation INFO: Iters: 17890/150000 || Lr: 0.017840 || Task Loss: 0.5930 || KD Loss: 0.1892|| 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: 8:18:48 || Estimated Time: 2 days, 13:23:22
2023-07-24 19:05:19,998 semantic_segmentation INFO: Iters: 17900/150000 || Lr: 0.017839 || Task Loss: 0.8615 || KD Loss: 0.3704|| 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: 8:19:04 || Estimated Time: 2 days, 13:23:03
2023-07-24 19:05:36,320 semantic_segmentation INFO: Iters: 17910/150000 || Lr: 0.017837 || Task Loss: 0.4315 || KD Loss: 0.0853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:20 || Estimated Time: 2 days, 13:22:43
2023-07-24 19:05:52,579 semantic_segmentation INFO: Iters: 17920/150000 || Lr: 0.017836 || Task Loss: 0.5613 || KD Loss: 0.1926|| 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: 8:19:37 || Estimated Time: 2 days, 13:22:23
2023-07-24 19:06:08,959 semantic_segmentation INFO: Iters: 17930/150000 || Lr: 0.017835 || Task Loss: 0.4820 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:53 || Estimated Time: 2 days, 13:22:03
2023-07-24 19:06:25,271 semantic_segmentation INFO: Iters: 17940/150000 || Lr: 0.017834 || Task Loss: 0.7800 || KD Loss: 0.2358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2766|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:09 || Estimated Time: 2 days, 13:21:44
2023-07-24 19:06:41,521 semantic_segmentation INFO: Iters: 17950/150000 || Lr: 0.017833 || Task Loss: 0.6490 || KD Loss: 0.2801|| 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: 8:20:25 || Estimated Time: 2 days, 13:21:23
2023-07-24 19:06:57,893 semantic_segmentation INFO: Iters: 17960/150000 || Lr: 0.017831 || Task Loss: 0.3484 || KD Loss: 0.0985|| 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: 8:20:42 || Estimated Time: 2 days, 13:21:04
2023-07-24 19:07:14,118 semantic_segmentation INFO: Iters: 17970/150000 || Lr: 0.017830 || Task Loss: 0.5560 || KD Loss: 0.1854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:58 || Estimated Time: 2 days, 13:20:44
2023-07-24 19:07:30,361 semantic_segmentation INFO: Iters: 17980/150000 || Lr: 0.017829 || Task Loss: 0.5031 || KD Loss: 0.1579|| 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: 8:21:14 || Estimated Time: 2 days, 13:20:23
2023-07-24 19:07:46,659 semantic_segmentation INFO: Iters: 17990/150000 || Lr: 0.017828 || Task Loss: 0.5698 || KD Loss: 0.1733|| 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: 8:21:31 || Estimated Time: 2 days, 13:20:03
2023-07-24 19:08:03,038 semantic_segmentation INFO: Iters: 18000/150000 || Lr: 0.017827 || Task Loss: 0.5849 || KD Loss: 0.2168|| 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: 8:21:47 || Estimated Time: 2 days, 13:19:44
2023-07-24 19:08:19,412 semantic_segmentation INFO: Iters: 18010/150000 || Lr: 0.017825 || Task Loss: 0.5089 || KD Loss: 0.1737|| 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: 8:22:03 || Estimated Time: 2 days, 13:19:25
2023-07-24 19:08:35,769 semantic_segmentation INFO: Iters: 18020/150000 || Lr: 0.017824 || Task Loss: 0.5502 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:20 || Estimated Time: 2 days, 13:19:05
2023-07-24 19:08:52,156 semantic_segmentation INFO: Iters: 18030/150000 || Lr: 0.017823 || Task Loss: 0.8514 || KD Loss: 0.3235|| 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: 8:22:36 || Estimated Time: 2 days, 13:18:46
2023-07-24 19:09:08,486 semantic_segmentation INFO: Iters: 18040/150000 || Lr: 0.017822 || Task Loss: 0.4987 || KD Loss: 0.1236|| 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: 8:22:52 || Estimated Time: 2 days, 13:18:27
2023-07-24 19:09:24,744 semantic_segmentation INFO: Iters: 18050/150000 || Lr: 0.017820 || Task Loss: 0.4401 || KD Loss: 0.1376|| 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: 8:23:09 || Estimated Time: 2 days, 13:18:06
2023-07-24 19:09:41,066 semantic_segmentation INFO: Iters: 18060/150000 || Lr: 0.017819 || Task Loss: 0.6541 || KD Loss: 0.2056|| 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: 8:23:25 || Estimated Time: 2 days, 13:17:47
2023-07-24 19:09:57,325 semantic_segmentation INFO: Iters: 18070/150000 || Lr: 0.017818 || Task Loss: 0.4912 || KD Loss: 0.1515|| 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: 8:23:41 || Estimated Time: 2 days, 13:17:27
2023-07-24 19:10:13,587 semantic_segmentation INFO: Iters: 18080/150000 || Lr: 0.017817 || Task Loss: 0.4349 || KD Loss: 0.1052|| 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: 8:23:58 || Estimated Time: 2 days, 13:17:07
2023-07-24 19:10:29,845 semantic_segmentation INFO: Iters: 18090/150000 || Lr: 0.017816 || Task Loss: 0.7357 || KD Loss: 0.1790|| 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: 8:24:14 || Estimated Time: 2 days, 13:16:46
2023-07-24 19:10:46,139 semantic_segmentation INFO: Iters: 18100/150000 || Lr: 0.017814 || Task Loss: 0.4148 || KD Loss: 0.0958|| 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: 8:24:30 || Estimated Time: 2 days, 13:16:27
2023-07-24 19:11:02,449 semantic_segmentation INFO: Iters: 18110/150000 || Lr: 0.017813 || Task Loss: 0.7322 || KD Loss: 0.2175|| 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: 8:24:46 || Estimated Time: 2 days, 13:16:07
2023-07-24 19:11:18,837 semantic_segmentation INFO: Iters: 18120/150000 || Lr: 0.017812 || Task Loss: 0.5381 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:03 || Estimated Time: 2 days, 13:15:48
2023-07-24 19:11:35,216 semantic_segmentation INFO: Iters: 18130/150000 || Lr: 0.017811 || Task Loss: 0.6505 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:25:19 || Estimated Time: 2 days, 13:15:28
2023-07-24 19:11:51,591 semantic_segmentation INFO: Iters: 18140/150000 || Lr: 0.017810 || Task Loss: 0.4483 || KD Loss: 0.1041|| 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: 8:25:36 || Estimated Time: 2 days, 13:15:09
2023-07-24 19:12:07,885 semantic_segmentation INFO: Iters: 18150/150000 || Lr: 0.017808 || Task Loss: 0.3510 || KD Loss: 0.0898|| 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: 8:25:52 || Estimated Time: 2 days, 13:14:50
2023-07-24 19:12:24,151 semantic_segmentation INFO: Iters: 18160/150000 || Lr: 0.017807 || Task Loss: 0.8020 || KD Loss: 0.2567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2812|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:08 || Estimated Time: 2 days, 13:14:29
2023-07-24 19:12:40,383 semantic_segmentation INFO: Iters: 18170/150000 || Lr: 0.017806 || Task Loss: 0.6293 || KD Loss: 0.2364|| 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: 8:26:24 || Estimated Time: 2 days, 13:14:09
2023-07-24 19:12:56,656 semantic_segmentation INFO: Iters: 18180/150000 || Lr: 0.017805 || Task Loss: 0.4652 || KD Loss: 0.1251|| 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: 8:26:41 || Estimated Time: 2 days, 13:13:49
2023-07-24 19:13:12,927 semantic_segmentation INFO: Iters: 18190/150000 || Lr: 0.017803 || Task Loss: 0.5556 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:57 || Estimated Time: 2 days, 13:13:29
2023-07-24 19:13:29,282 semantic_segmentation INFO: Iters: 18200/150000 || Lr: 0.017802 || Task Loss: 0.4885 || KD Loss: 0.1224|| 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: 8:27:13 || Estimated Time: 2 days, 13:13:10
2023-07-24 19:13:45,675 semantic_segmentation INFO: Iters: 18210/150000 || Lr: 0.017801 || Task Loss: 0.6884 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:30 || Estimated Time: 2 days, 13:12:51
2023-07-24 19:14:02,074 semantic_segmentation INFO: Iters: 18220/150000 || Lr: 0.017800 || Task Loss: 0.9383 || KD Loss: 0.3635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:46 || Estimated Time: 2 days, 13:12:31
2023-07-24 19:14:18,564 semantic_segmentation INFO: Iters: 18230/150000 || Lr: 0.017799 || Task Loss: 0.9957 || KD Loss: 0.4883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:03 || Estimated Time: 2 days, 13:12:13
2023-07-24 19:14:35,035 semantic_segmentation INFO: Iters: 18240/150000 || Lr: 0.017797 || Task Loss: 0.5686 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:19 || Estimated Time: 2 days, 13:11:55
2023-07-24 19:14:51,431 semantic_segmentation INFO: Iters: 18250/150000 || Lr: 0.017796 || Task Loss: 0.4909 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:35 || Estimated Time: 2 days, 13:11:36
2023-07-24 19:15:07,831 semantic_segmentation INFO: Iters: 18260/150000 || Lr: 0.017795 || Task Loss: 0.5701 || KD Loss: 0.1800|| 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: 8:28:52 || Estimated Time: 2 days, 13:11:17
2023-07-24 19:15:24,182 semantic_segmentation INFO: Iters: 18270/150000 || Lr: 0.017794 || Task Loss: 0.5501 || KD Loss: 0.1335|| 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: 8:29:08 || Estimated Time: 2 days, 13:10:57
2023-07-24 19:15:40,603 semantic_segmentation INFO: Iters: 18280/150000 || Lr: 0.017793 || Task Loss: 0.4917 || KD Loss: 0.1161|| 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: 8:29:25 || Estimated Time: 2 days, 13:10:38
2023-07-24 19:15:57,177 semantic_segmentation INFO: Iters: 18290/150000 || Lr: 0.017791 || Task Loss: 0.4236 || KD Loss: 0.1316|| 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: 8:29:41 || Estimated Time: 2 days, 13:10:20
2023-07-24 19:16:13,563 semantic_segmentation INFO: Iters: 18300/150000 || Lr: 0.017790 || Task Loss: 0.6516 || KD Loss: 0.1777|| 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: 8:29:58 || Estimated Time: 2 days, 13:10:01
2023-07-24 19:16:29,941 semantic_segmentation INFO: Iters: 18310/150000 || Lr: 0.017789 || Task Loss: 0.5035 || KD Loss: 0.1105|| 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: 8:30:14 || Estimated Time: 2 days, 13:09:42
2023-07-24 19:16:46,263 semantic_segmentation INFO: Iters: 18320/150000 || Lr: 0.017788 || Task Loss: 0.8692 || KD Loss: 0.3581|| 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: 8:30:30 || Estimated Time: 2 days, 13:09:23
2023-07-24 19:17:02,692 semantic_segmentation INFO: Iters: 18330/150000 || Lr: 0.017786 || Task Loss: 0.6687 || KD Loss: 0.2438|| 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: 8:30:47 || Estimated Time: 2 days, 13:09:04
2023-07-24 19:17:19,091 semantic_segmentation INFO: Iters: 18340/150000 || Lr: 0.017785 || Task Loss: 0.7227 || KD Loss: 0.2801|| 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: 8:31:03 || Estimated Time: 2 days, 13:08:45
2023-07-24 19:17:35,488 semantic_segmentation INFO: Iters: 18350/150000 || Lr: 0.017784 || Task Loss: 0.7897 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:19 || Estimated Time: 2 days, 13:08:26
2023-07-24 19:17:51,805 semantic_segmentation INFO: Iters: 18360/150000 || Lr: 0.017783 || Task Loss: 0.9864 || KD Loss: 0.3607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:36 || Estimated Time: 2 days, 13:08:06
2023-07-24 19:18:08,172 semantic_segmentation INFO: Iters: 18370/150000 || Lr: 0.017782 || Task Loss: 0.6467 || KD Loss: 0.1589|| 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: 8:31:52 || Estimated Time: 2 days, 13:07:47
2023-07-24 19:18:24,569 semantic_segmentation INFO: Iters: 18380/150000 || Lr: 0.017780 || Task Loss: 1.0792 || KD Loss: 0.5153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:09 || Estimated Time: 2 days, 13:07:28
2023-07-24 19:18:40,950 semantic_segmentation INFO: Iters: 18390/150000 || Lr: 0.017779 || Task Loss: 0.4565 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:25 || Estimated Time: 2 days, 13:07:09
2023-07-24 19:18:57,176 semantic_segmentation INFO: Iters: 18400/150000 || Lr: 0.017778 || Task Loss: 0.7601 || KD Loss: 0.3219|| 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: 8:32:41 || Estimated Time: 2 days, 13:06:48
2023-07-24 19:18:57,286 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 19:18:57,746 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.084
2023-07-24 19:18:57,768 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.128
2023-07-24 19:18:57,780 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.144
2023-07-24 19:18:57,794 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.144
2023-07-24 19:18:57,807 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.214
2023-07-24 19:18:57,818 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.895, mIoU: 0.214
2023-07-24 19:18:57,832 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.882, mIoU: 0.236
2023-07-24 19:18:57,846 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.893, mIoU: 0.240
2023-07-24 19:18:57,858 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.902, mIoU: 0.282
2023-07-24 19:18:57,871 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.899, mIoU: 0.313
2023-07-24 19:18:57,885 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.886, mIoU: 0.314
2023-07-24 19:18:57,900 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.894, mIoU: 0.334
2023-07-24 19:18:57,912 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.858, mIoU: 0.307
2023-07-24 19:18:57,925 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.862, mIoU: 0.299
2023-07-24 19:18:57,940 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.866, mIoU: 0.301
2023-07-24 19:18:57,954 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.871, mIoU: 0.297
2023-07-24 19:18:57,965 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.869, mIoU: 0.292
2023-07-24 19:18:57,977 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.872, mIoU: 0.291
2023-07-24 19:18:57,991 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.876, mIoU: 0.297
2023-07-24 19:18:58,007 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.878, mIoU: 0.340
2023-07-24 19:18:58,021 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.879, mIoU: 0.358
2023-07-24 19:18:58,035 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.881, mIoU: 0.368
2023-07-24 19:18:58,049 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.881, mIoU: 0.397
2023-07-24 19:18:58,065 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.885, mIoU: 0.399
2023-07-24 19:18:58,080 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.887, mIoU: 0.398
2023-07-24 19:18:58,093 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.404
2023-07-24 19:18:58,108 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.889, mIoU: 0.409
2023-07-24 19:18:58,119 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.409
2023-07-24 19:18:58,134 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.888, mIoU: 0.400
2023-07-24 19:18:58,149 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-24 19:18:58,162 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.895, mIoU: 0.409
2023-07-24 19:18:58,178 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.409
2023-07-24 19:18:58,192 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.897, mIoU: 0.410
2023-07-24 19:18:58,207 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.899, mIoU: 0.410
2023-07-24 19:18:58,221 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.901, mIoU: 0.427
2023-07-24 19:18:58,236 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.428
2023-07-24 19:18:58,250 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.904, mIoU: 0.428
2023-07-24 19:18:58,262 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.906, mIoU: 0.470
2023-07-24 19:18:58,277 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.901, mIoU: 0.458
2023-07-24 19:18:58,290 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.901, mIoU: 0.457
2023-07-24 19:18:58,303 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.902, mIoU: 0.485
2023-07-24 19:18:58,317 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.905, mIoU: 0.485
2023-07-24 19:18:58,332 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.901, mIoU: 0.480
2023-07-24 19:18:58,345 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.901, mIoU: 0.479
2023-07-24 19:18:58,359 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.484
2023-07-24 19:18:58,374 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.903, mIoU: 0.489
2023-07-24 19:18:58,387 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.904, mIoU: 0.494
2023-07-24 19:18:58,400 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.905, mIoU: 0.495
2023-07-24 19:18:58,414 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.905, mIoU: 0.496
2023-07-24 19:18:58,429 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.493
2023-07-24 19:18:58,445 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.903, mIoU: 0.490
2023-07-24 19:18:58,459 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.905, mIoU: 0.490
2023-07-24 19:18:58,472 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.906, mIoU: 0.488
2023-07-24 19:18:58,487 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.906, mIoU: 0.487
2023-07-24 19:18:58,501 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.489
2023-07-24 19:18:58,514 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.906, mIoU: 0.488
2023-07-24 19:18:58,528 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.485
2023-07-24 19:18:58,545 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.907, mIoU: 0.486
2023-07-24 19:18:58,557 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.908, mIoU: 0.488
2023-07-24 19:18:58,571 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.513
2023-07-24 19:18:58,584 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.901, mIoU: 0.518
2023-07-24 19:18:58,598 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.901, mIoU: 0.516
2023-07-24 19:18:58,610 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.902, mIoU: 0.515
2023-07-24 19:18:58,627 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.904, mIoU: 0.521
2023-07-24 19:18:58,639 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.905, mIoU: 0.520
2023-07-24 19:18:58,653 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.906, mIoU: 0.519
2023-07-24 19:18:58,667 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.907, mIoU: 0.520
2023-07-24 19:18:58,679 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.908, mIoU: 0.558
2023-07-24 19:18:58,694 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.909, mIoU: 0.559
2023-07-24 19:18:58,710 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.904, mIoU: 0.554
2023-07-24 19:18:58,725 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.904, mIoU: 0.580
2023-07-24 19:18:58,739 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.905, mIoU: 0.580
2023-07-24 19:18:58,755 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.904, mIoU: 0.576
2023-07-24 19:18:58,770 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.905, mIoU: 0.576
2023-07-24 19:18:58,784 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.907, mIoU: 0.582
2023-07-24 19:18:58,799 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.908, mIoU: 0.581
2023-07-24 19:18:58,814 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.907, mIoU: 0.580
2023-07-24 19:18:58,824 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.905, mIoU: 0.578
2023-07-24 19:18:58,839 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.905, mIoU: 0.581
2023-07-24 19:18:58,855 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.583
2023-07-24 19:18:58,867 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-24 19:18:58,882 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.897, mIoU: 0.558
2023-07-24 19:18:58,896 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.895, mIoU: 0.553
2023-07-24 19:18:58,911 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.542
2023-07-24 19:18:58,926 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.542
2023-07-24 19:18:58,940 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.893, mIoU: 0.545
2023-07-24 19:18:58,955 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-24 19:18:58,970 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.894, mIoU: 0.543
2023-07-24 19:18:58,985 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-24 19:18:58,998 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.893, mIoU: 0.550
2023-07-24 19:18:59,012 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.894, mIoU: 0.547
2023-07-24 19:18:59,027 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.895, mIoU: 0.548
2023-07-24 19:18:59,041 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.891, mIoU: 0.549
2023-07-24 19:18:59,055 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-24 19:18:59,069 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-24 19:18:59,084 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 19:18:59,096 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-24 19:18:59,109 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-24 19:18:59,123 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-24 19:18:59,136 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-24 19:18:59,150 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:18:59,164 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:18:59,177 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-24 19:18:59,191 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 19:18:59,205 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:18:59,217 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:18:59,232 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 19:18:59,246 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-24 19:18:59,259 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.895, mIoU: 0.570
2023-07-24 19:18:59,272 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-24 19:18:59,284 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:18:59,296 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:18:59,311 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 19:18:59,325 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.573
2023-07-24 19:18:59,340 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 19:18:59,352 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 19:18:59,365 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 19:18:59,380 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 19:18:59,393 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 19:18:59,407 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 19:18:59,422 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 19:18:59,435 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 19:18:59,447 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.899, mIoU: 0.564
2023-07-24 19:18:59,462 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.899, mIoU: 0.564
2023-07-24 19:18:59,477 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-24 19:18:59,485 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.900, mIoU: 0.566
2023-07-24 19:18:59,496 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.565
2023-07-24 19:18:59,511 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.895, mIoU: 0.550
2023-07-24 19:18:59,520 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.895, mIoU: 0.551
2023-07-24 19:18:59,533 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.896, mIoU: 0.557
2023-07-24 19:18:59,547 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 19:18:59,562 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.897, mIoU: 0.557
2023-07-24 19:18:59,574 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.898, mIoU: 0.558
2023-07-24 19:18:59,589 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 19:18:59,601 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 19:18:59,613 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 19:18:59,628 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 19:18:59,641 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 19:18:59,655 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.897, mIoU: 0.551
2023-07-24 19:18:59,667 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 19:18:59,682 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 19:18:59,696 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 19:18:59,710 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.899, mIoU: 0.556
2023-07-24 19:18:59,726 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 19:18:59,740 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 19:18:59,754 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 19:18:59,769 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.561
2023-07-24 19:18:59,782 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 19:18:59,793 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:18:59,807 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:18:59,822 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:18:59,835 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:18:59,848 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:18:59,861 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:18:59,874 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 19:18:59,888 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 19:18:59,902 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 19:18:59,917 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:18:59,932 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:18:59,946 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 19:18:59,962 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 19:18:59,978 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-24 19:18:59,991 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 19:19:00,006 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 19:19:00,018 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.901, mIoU: 0.572
2023-07-24 19:19:00,031 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.899, mIoU: 0.568
2023-07-24 19:19:00,043 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.899, mIoU: 0.569
2023-07-24 19:19:00,057 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.899, mIoU: 0.569
2023-07-24 19:19:00,071 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.896, mIoU: 0.545
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2023-07-24 19:19:05,589 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 19:19:05,600 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 19:19:05,615 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:19:05,630 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:19:05,643 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 19:19:05,658 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,670 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,684 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,698 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,712 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,724 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,736 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,748 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,762 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,776 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,790 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,803 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,817 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,829 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,843 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,857 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:19:05,870 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:19:05,885 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,899 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,914 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:05,928 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:05,942 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,953 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,967 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,982 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:05,996 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:06,011 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,025 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,037 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,052 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,067 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,082 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,094 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,109 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,122 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,137 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,152 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,167 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:06,181 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,195 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,210 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,223 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,236 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,250 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 19:19:06,264 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 19:19:06,279 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:06,291 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:06,306 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 19:19:06,319 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:06,334 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:06,348 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,363 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,377 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:06,392 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:06,406 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:19:06,420 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:19:06,434 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:06,447 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:06,462 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:06,480 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:06,494 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:06,509 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:06,519 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:06,531 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 19:19:06,546 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 19:19:06,559 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:06,573 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:06,585 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 19:19:06,598 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 19:19:06,612 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 19:19:06,628 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 19:19:06,642 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 19:19:06,657 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,670 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,683 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,696 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,710 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,725 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:06,740 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 19:19:06,754 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 19:19:06,769 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:06,783 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:06,796 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:06,810 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 19:19:06,824 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:06,837 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,850 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,863 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,878 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,893 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,905 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,920 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:06,935 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,949 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,962 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,975 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,983 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:06,998 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:07,012 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:07,027 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:07,042 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:07,057 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,073 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,089 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,103 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,115 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,130 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,143 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,157 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,172 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,184 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,197 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:07,209 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,222 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,235 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 19:19:07,247 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:07,260 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:07,274 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,289 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,300 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,315 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,328 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,339 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:07,354 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:07,369 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,383 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,398 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:07,413 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:07,427 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,440 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,455 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,470 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,487 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,502 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,517 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:07,532 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:07,544 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:07,556 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:07,569 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,583 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,599 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,611 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,623 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:07,638 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,651 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,665 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,679 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,693 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,706 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:07,721 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,734 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,748 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,762 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,776 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,791 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,804 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,819 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,834 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,846 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,859 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:07,874 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,889 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:07,904 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:07,918 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,930 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,943 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,957 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:07,970 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:07,985 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,002 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,015 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,030 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,043 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,058 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,073 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:08,088 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:08,101 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,115 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,129 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,141 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,155 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,169 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,182 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,195 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:08,208 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,223 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:08,238 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,250 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,264 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,276 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,290 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,302 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,315 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,330 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,344 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,357 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:08,372 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,387 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,402 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,417 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,430 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,442 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,456 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,469 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,481 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,494 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,510 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,522 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,535 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,549 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,564 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,579 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,594 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,607 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,620 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,634 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,649 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,663 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:08,678 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:08,690 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,702 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,714 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,729 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:08,744 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:08,757 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:08,771 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:08,782 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,794 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:08,809 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,823 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,836 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,850 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,863 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:08,878 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,890 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,905 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:08,918 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,933 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,947 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,960 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,975 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:08,990 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:09,005 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,020 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,034 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,049 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,063 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,077 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,092 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:09,107 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,119 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,132 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,145 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,160 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,174 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,190 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,204 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:09,215 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,229 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,245 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,259 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,272 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:09,287 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:09,301 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,313 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,327 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,342 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:09,356 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:09,369 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:09,380 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:09,397 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,412 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,427 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,440 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:09,454 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,469 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,484 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,499 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,512 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,526 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,539 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:09,553 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:19:09,567 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:19:09,579 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,593 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,606 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:09,620 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,634 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,648 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,661 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,675 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,689 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,702 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,717 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,731 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,745 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,759 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,769 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,782 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,794 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,808 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:09,822 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 19:19:09,837 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:09,849 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:09,863 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,877 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,890 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,905 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,920 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,932 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:09,947 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 19:19:09,961 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:09,975 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:09,988 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,003 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,017 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,031 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,043 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,057 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,071 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,083 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-24 19:19:10,098 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,114 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,126 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,139 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,151 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,164 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,178 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,193 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,207 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,221 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,235 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,247 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,260 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,274 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,286 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,299 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,313 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,327 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,341 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,356 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,368 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,381 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-24 19:19:10,397 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,412 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,425 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,440 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,453 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,468 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:10,482 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,498 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,513 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,527 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,536 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,552 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,567 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,580 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,593 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,608 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,623 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,636 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,650 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,665 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,680 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,694 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,709 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,725 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,740 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,752 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,766 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,781 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,795 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-24 19:19:10,808 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,822 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:10,837 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,852 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,859 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,872 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,885 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,897 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,908 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:10,923 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:10,937 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:10,952 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:10,964 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:10,976 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:10,991 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,002 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,017 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,029 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,043 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,057 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,072 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,086 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,097 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,110 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,125 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,140 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,154 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-24 19:19:11,168 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,181 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,190 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,201 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,214 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,226 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,240 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,253 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 19:19:11,267 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-24 19:19:11,283 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-24 19:19:11,298 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-24 19:19:11,311 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-24 19:19:11,326 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,341 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,355 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,370 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,384 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:11,398 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,412 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,427 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,439 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,451 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,465 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,477 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,493 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,506 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,520 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,534 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,551 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,565 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,578 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,593 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,607 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,622 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,637 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,649 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,662 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,677 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,691 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,706 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-24 19:19:11,720 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-24 19:19:11,735 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-24 19:19:11,750 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-24 19:19:11,764 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,779 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,791 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.903, mIoU: 0.582
2023-07-24 19:19:11,806 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,816 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,828 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,842 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:11,854 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,868 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,882 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,897 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:11,911 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,926 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:11,940 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,954 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,966 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,980 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:11,993 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,007 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,021 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,033 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,048 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,060 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,074 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,089 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,103 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:12,118 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:12,133 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 19:19:12,146 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:12,158 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.580
2023-07-24 19:19:12,172 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,184 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,197 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.581
2023-07-24 19:19:12,212 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,226 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,241 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,253 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,266 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,281 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,296 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,311 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,324 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,337 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:12,351 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,366 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,381 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,395 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,409 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.902, mIoU: 0.582
2023-07-24 19:19:12,424 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,438 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,453 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,468 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,483 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,497 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,512 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,525 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,539 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,554 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,569 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,581 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 19:19:12,595 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,610 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,625 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,637 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,651 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,665 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,679 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,693 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,707 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,721 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,734 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,748 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,763 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,775 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,789 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,801 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 19:19:12,809 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,823 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,838 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,850 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:12,865 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:12,879 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:12,891 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:12,903 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:12,918 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:12,932 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:12,946 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:12,962 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:12,975 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:12,992 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,006 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,019 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,033 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,048 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,062 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,074 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,087 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,101 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,116 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,130 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,145 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,158 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,173 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,187 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,200 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,215 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,230 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,244 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,259 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,271 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,286 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,300 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,315 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,329 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,342 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,357 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,369 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,382 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,394 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,408 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,423 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,437 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,451 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,461 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,474 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,490 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,505 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,517 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,532 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,547 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,562 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,574 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,588 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,602 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,615 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,629 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,642 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.901, mIoU: 0.581
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2023-07-24 19:19:13,683 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 19:19:13,697 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,712 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,724 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 19:19:13,739 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,753 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 19:19:13,765 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,779 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,793 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-24 19:19:13,822 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,834 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,846 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,860 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,875 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:13,888 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:13,900 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-24 19:19:13,931 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-24 19:19:13,998 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 19:19:14,012 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,024 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,038 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:14,052 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:14,064 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-24 19:19:14,123 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,138 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 19:19:14,156 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,171 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,186 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,198 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,212 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,227 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 19:19:14,242 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,255 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,269 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,280 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,295 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,309 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,324 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,336 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,351 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,367 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,381 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,392 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,407 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,421 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,432 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:14,446 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:14,461 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:14,475 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:14,488 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 19:19:14,500 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,515 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,528 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,542 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,555 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,570 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 19:19:14,583 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,595 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,610 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,624 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,639 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,653 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,669 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,682 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,697 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,711 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,726 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,740 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,758 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,771 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,786 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,801 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,815 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 19:19:14,828 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,840 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,855 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,869 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,882 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,894 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,909 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,923 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,938 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,952 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,966 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:14,981 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:14,995 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:15,009 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:15,023 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:15,035 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 19:19:15,050 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:15,064 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:15,078 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:15,092 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 19:19:15,106 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,120 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,134 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,148 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,162 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,177 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:19:15,193 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,207 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:19:15,221 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,235 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,248 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,260 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,274 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,289 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,302 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,317 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,333 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,348 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,362 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,377 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,392 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,406 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,419 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,432 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,445 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:15,458 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:15,471 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,485 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,500 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,512 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,524 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:15,538 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.899, mIoU: 0.574
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2023-07-24 19:19:15,562 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:15,576 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:15,590 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:15,604 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.899, mIoU: 0.574
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2023-07-24 19:19:15,658 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.898, mIoU: 0.574
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2023-07-24 19:19:15,699 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:15,714 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-24 19:19:15,727 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.899, mIoU: 0.574
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2023-07-24 19:19:15,882 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.574
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2023-07-24 19:19:16,130 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.899, mIoU: 0.573
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2023-07-24 19:19:16,271 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.899, mIoU: 0.573
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2023-07-24 19:19:16,297 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,311 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:16,325 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 19:19:16,340 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,352 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,364 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,378 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,392 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:19:16,405 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,418 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,430 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,445 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,459 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,473 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:16,485 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,501 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,517 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,532 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,546 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,561 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,569 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,584 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,596 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,608 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,623 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:19:16,638 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 19:19:16,652 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,667 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,682 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,696 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,711 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,725 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,739 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,755 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 19:19:16,769 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,784 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,798 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,814 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,826 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,840 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,854 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,868 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,880 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,893 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,907 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,921 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,936 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:16,950 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,964 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,979 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:16,993 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,006 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,020 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,033 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,047 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,062 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,077 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,091 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,104 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,118 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,133 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,147 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,161 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,176 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,191 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,207 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,220 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,234 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,246 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,260 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,274 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,289 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,303 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 19:19:17,317 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,331 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,340 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,354 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,367 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,381 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,395 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,409 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,424 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,435 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,445 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,461 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,475 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,490 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,503 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,517 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,532 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,545 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,560 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,575 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,588 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,603 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,615 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:17,629 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:17,643 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:17,658 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:17,670 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,684 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 19:19:17,698 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 19:19:17,712 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,727 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,740 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,753 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,767 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:17,783 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 19:19:34,014 semantic_segmentation INFO: Iters: 18410/150000 || Lr: 0.017777 || Task Loss: 0.8757 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2700|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:18 || Estimated Time: 2 days, 13:08:56
2023-07-24 19:19:50,496 semantic_segmentation INFO: Iters: 18420/150000 || Lr: 0.017775 || Task Loss: 0.6378 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:34 || Estimated Time: 2 days, 13:08:37
2023-07-24 19:20:10,267 semantic_segmentation INFO: Iters: 18430/150000 || Lr: 0.017774 || Task Loss: 0.9380 || KD Loss: 0.2568|| 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: 8:33:54 || Estimated Time: 2 days, 13:08:41
2023-07-24 19:20:26,585 semantic_segmentation INFO: Iters: 18440/150000 || Lr: 0.017773 || Task Loss: 0.5739 || KD Loss: 0.2011|| 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: 8:34:11 || Estimated Time: 2 days, 13:08:23
2023-07-24 19:20:42,973 semantic_segmentation INFO: Iters: 18450/150000 || Lr: 0.017772 || Task Loss: 0.6908 || KD Loss: 0.1967|| 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: 8:34:27 || Estimated Time: 2 days, 13:08:03
2023-07-24 19:20:59,314 semantic_segmentation INFO: Iters: 18460/150000 || Lr: 0.017771 || Task Loss: 0.6314 || KD Loss: 0.1803|| 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: 8:34:43 || Estimated Time: 2 days, 13:07:44
2023-07-24 19:21:15,689 semantic_segmentation INFO: Iters: 18470/150000 || Lr: 0.017769 || Task Loss: 0.7061 || KD Loss: 0.2481|| 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: 8:35:00 || Estimated Time: 2 days, 13:07:25
2023-07-24 19:21:32,021 semantic_segmentation INFO: Iters: 18480/150000 || Lr: 0.017768 || Task Loss: 0.5712 || KD Loss: 0.2148|| 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: 8:35:16 || Estimated Time: 2 days, 13:07:05
2023-07-24 19:21:48,423 semantic_segmentation INFO: Iters: 18490/150000 || Lr: 0.017767 || Task Loss: 0.5002 || KD Loss: 0.1499|| 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: 8:35:32 || Estimated Time: 2 days, 13:06:46
2023-07-24 19:22:04,997 semantic_segmentation INFO: Iters: 18500/150000 || Lr: 0.017766 || Task Loss: 0.5734 || KD Loss: 0.2070|| 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: 8:35:49 || Estimated Time: 2 days, 13:06:28
2023-07-24 19:22:21,584 semantic_segmentation INFO: Iters: 18510/150000 || Lr: 0.017765 || Task Loss: 0.9853 || KD Loss: 0.4577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:06 || Estimated Time: 2 days, 13:06:10
2023-07-24 19:22:37,981 semantic_segmentation INFO: Iters: 18520/150000 || Lr: 0.017763 || Task Loss: 0.7698 || KD Loss: 0.3254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:22 || Estimated Time: 2 days, 13:05:51
2023-07-24 19:22:54,377 semantic_segmentation INFO: Iters: 18530/150000 || Lr: 0.017762 || Task Loss: 0.5229 || KD Loss: 0.1885|| 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: 8:36:38 || Estimated Time: 2 days, 13:05:32
2023-07-24 19:23:10,728 semantic_segmentation INFO: Iters: 18540/150000 || Lr: 0.017761 || Task Loss: 0.6607 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:55 || Estimated Time: 2 days, 13:05:13
2023-07-24 19:23:27,111 semantic_segmentation INFO: Iters: 18550/150000 || Lr: 0.017760 || Task Loss: 0.8036 || KD Loss: 0.2823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:11 || Estimated Time: 2 days, 13:04:54
2023-07-24 19:23:43,448 semantic_segmentation INFO: Iters: 18560/150000 || Lr: 0.017758 || Task Loss: 0.5548 || KD Loss: 0.1625|| 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: 8:37:27 || Estimated Time: 2 days, 13:04:34
2023-07-24 19:23:59,789 semantic_segmentation INFO: Iters: 18570/150000 || Lr: 0.017757 || Task Loss: 0.7011 || KD Loss: 0.2099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:44 || Estimated Time: 2 days, 13:04:15
2023-07-24 19:24:16,029 semantic_segmentation INFO: Iters: 18580/150000 || Lr: 0.017756 || Task Loss: 0.4236 || KD Loss: 0.1862|| 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: 8:38:00 || Estimated Time: 2 days, 13:03:54
2023-07-24 19:24:32,255 semantic_segmentation INFO: Iters: 18590/150000 || Lr: 0.017755 || Task Loss: 0.4657 || KD Loss: 0.1114|| 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: 8:38:16 || Estimated Time: 2 days, 13:03:34
2023-07-24 19:24:48,466 semantic_segmentation INFO: Iters: 18600/150000 || Lr: 0.017754 || Task Loss: 0.4929 || KD Loss: 0.1561|| 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: 8:38:32 || Estimated Time: 2 days, 13:03:14
2023-07-24 19:25:05,002 semantic_segmentation INFO: Iters: 18610/150000 || Lr: 0.017752 || Task Loss: 0.6166 || KD Loss: 0.1622|| 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: 8:38:49 || Estimated Time: 2 days, 13:02:56
2023-07-24 19:25:21,249 semantic_segmentation INFO: Iters: 18620/150000 || Lr: 0.017751 || Task Loss: 0.5189 || KD Loss: 0.1122|| 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: 8:39:05 || Estimated Time: 2 days, 13:02:36
2023-07-24 19:25:37,442 semantic_segmentation INFO: Iters: 18630/150000 || Lr: 0.017750 || Task Loss: 0.5753 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:21 || Estimated Time: 2 days, 13:02:15
2023-07-24 19:25:53,708 semantic_segmentation INFO: Iters: 18640/150000 || Lr: 0.017749 || Task Loss: 0.5334 || KD Loss: 0.1607|| 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: 8:39:38 || Estimated Time: 2 days, 13:01:55
2023-07-24 19:26:10,028 semantic_segmentation INFO: Iters: 18650/150000 || Lr: 0.017748 || Task Loss: 0.6995 || KD Loss: 0.3181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:54 || Estimated Time: 2 days, 13:01:36
2023-07-24 19:26:26,309 semantic_segmentation INFO: Iters: 18660/150000 || Lr: 0.017746 || Task Loss: 0.3527 || KD Loss: 0.0917|| 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: 8:40:10 || Estimated Time: 2 days, 13:01:16
2023-07-24 19:26:42,728 semantic_segmentation INFO: Iters: 18670/150000 || Lr: 0.017745 || Task Loss: 0.6596 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:27 || Estimated Time: 2 days, 13:00:57
2023-07-24 19:26:59,101 semantic_segmentation INFO: Iters: 18680/150000 || Lr: 0.017744 || Task Loss: 0.4936 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:43 || Estimated Time: 2 days, 13:00:38
2023-07-24 19:27:15,652 semantic_segmentation INFO: Iters: 18690/150000 || Lr: 0.017743 || Task Loss: 0.7719 || KD Loss: 0.1644|| 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: 8:41:00 || Estimated Time: 2 days, 13:00:20
2023-07-24 19:27:32,056 semantic_segmentation INFO: Iters: 18700/150000 || Lr: 0.017741 || Task Loss: 0.4639 || KD Loss: 0.1538|| 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: 8:41:16 || Estimated Time: 2 days, 13:00:01
2023-07-24 19:27:48,458 semantic_segmentation INFO: Iters: 18710/150000 || Lr: 0.017740 || Task Loss: 0.8841 || KD Loss: 0.3218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2767|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:32 || Estimated Time: 2 days, 12:59:42
2023-07-24 19:28:04,895 semantic_segmentation INFO: Iters: 18720/150000 || Lr: 0.017739 || Task Loss: 0.4690 || KD Loss: 0.1164|| 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: 8:41:49 || Estimated Time: 2 days, 12:59:23
2023-07-24 19:28:21,420 semantic_segmentation INFO: Iters: 18730/150000 || Lr: 0.017738 || Task Loss: 0.4884 || KD Loss: 0.1470|| 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: 8:42:05 || Estimated Time: 2 days, 12:59:05
2023-07-24 19:28:37,809 semantic_segmentation INFO: Iters: 18740/150000 || Lr: 0.017737 || Task Loss: 0.7212 || KD Loss: 0.2706|| 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: 8:42:22 || Estimated Time: 2 days, 12:58:46
2023-07-24 19:28:54,145 semantic_segmentation INFO: Iters: 18750/150000 || Lr: 0.017735 || Task Loss: 0.6365 || KD Loss: 0.1854|| 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: 8:42:38 || Estimated Time: 2 days, 12:58:26
2023-07-24 19:29:10,600 semantic_segmentation INFO: Iters: 18760/150000 || Lr: 0.017734 || Task Loss: 0.4757 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:55 || Estimated Time: 2 days, 12:58:08
2023-07-24 19:29:26,969 semantic_segmentation INFO: Iters: 18770/150000 || Lr: 0.017733 || Task Loss: 0.5531 || KD Loss: 0.1292|| 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: 8:43:11 || Estimated Time: 2 days, 12:57:49
2023-07-24 19:29:43,331 semantic_segmentation INFO: Iters: 18780/150000 || Lr: 0.017732 || Task Loss: 0.6513 || KD Loss: 0.1743|| 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: 8:43:27 || Estimated Time: 2 days, 12:57:29
2023-07-24 19:29:59,708 semantic_segmentation INFO: Iters: 18790/150000 || Lr: 0.017731 || Task Loss: 0.4494 || KD Loss: 0.0955|| 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: 8:43:44 || Estimated Time: 2 days, 12:57:10
2023-07-24 19:30:16,012 semantic_segmentation INFO: Iters: 18800/150000 || Lr: 0.017729 || Task Loss: 0.6062 || KD Loss: 0.1586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:00 || Estimated Time: 2 days, 12:56:50
2023-07-24 19:30:32,371 semantic_segmentation INFO: Iters: 18810/150000 || Lr: 0.017728 || Task Loss: 0.6734 || KD Loss: 0.2150|| 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: 8:44:16 || Estimated Time: 2 days, 12:56:31
2023-07-24 19:30:48,687 semantic_segmentation INFO: Iters: 18820/150000 || Lr: 0.017727 || Task Loss: 0.5489 || KD Loss: 0.1543|| 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: 8:44:33 || Estimated Time: 2 days, 12:56:11
2023-07-24 19:31:05,071 semantic_segmentation INFO: Iters: 18830/150000 || Lr: 0.017726 || Task Loss: 0.5942 || KD Loss: 0.1880|| 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: 8:44:49 || Estimated Time: 2 days, 12:55:52
2023-07-24 19:31:21,366 semantic_segmentation INFO: Iters: 18840/150000 || Lr: 0.017724 || Task Loss: 0.4545 || KD Loss: 0.1630|| 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: 8:45:05 || Estimated Time: 2 days, 12:55:33
2023-07-24 19:31:37,642 semantic_segmentation INFO: Iters: 18850/150000 || Lr: 0.017723 || Task Loss: 0.5633 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:22 || Estimated Time: 2 days, 12:55:13
2023-07-24 19:31:54,006 semantic_segmentation INFO: Iters: 18860/150000 || Lr: 0.017722 || Task Loss: 0.5978 || KD Loss: 0.2491|| 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: 8:45:38 || Estimated Time: 2 days, 12:54:54
2023-07-24 19:32:10,333 semantic_segmentation INFO: Iters: 18870/150000 || Lr: 0.017721 || Task Loss: 0.4797 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:54 || Estimated Time: 2 days, 12:54:34
2023-07-24 19:32:26,762 semantic_segmentation INFO: Iters: 18880/150000 || Lr: 0.017720 || Task Loss: 0.7628 || KD Loss: 0.2309|| 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: 8:46:11 || Estimated Time: 2 days, 12:54:16
2023-07-24 19:32:43,166 semantic_segmentation INFO: Iters: 18890/150000 || Lr: 0.017718 || Task Loss: 0.3843 || KD Loss: 0.1091|| 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: 8:46:27 || Estimated Time: 2 days, 12:53:57
2023-07-24 19:32:59,551 semantic_segmentation INFO: Iters: 18900/150000 || Lr: 0.017717 || Task Loss: 0.5392 || KD Loss: 0.1191|| 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: 8:46:44 || Estimated Time: 2 days, 12:53:37
2023-07-24 19:33:15,872 semantic_segmentation INFO: Iters: 18910/150000 || Lr: 0.017716 || Task Loss: 0.4653 || KD Loss: 0.1320|| 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: 8:47:00 || Estimated Time: 2 days, 12:53:18
2023-07-24 19:33:32,102 semantic_segmentation INFO: Iters: 18920/150000 || Lr: 0.017715 || Task Loss: 0.7023 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:16 || Estimated Time: 2 days, 12:52:58
2023-07-24 19:33:48,474 semantic_segmentation INFO: Iters: 18930/150000 || Lr: 0.017713 || Task Loss: 0.4926 || KD Loss: 0.1315|| 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: 8:47:32 || Estimated Time: 2 days, 12:52:39
2023-07-24 19:34:04,875 semantic_segmentation INFO: Iters: 18940/150000 || Lr: 0.017712 || Task Loss: 0.6266 || KD Loss: 0.1976|| 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: 8:47:49 || Estimated Time: 2 days, 12:52:20
2023-07-24 19:34:21,273 semantic_segmentation INFO: Iters: 18950/150000 || Lr: 0.017711 || Task Loss: 0.9051 || KD Loss: 0.2694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:05 || Estimated Time: 2 days, 12:52:01
2023-07-24 19:34:37,652 semantic_segmentation INFO: Iters: 18960/150000 || Lr: 0.017710 || Task Loss: 0.6023 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:22 || Estimated Time: 2 days, 12:51:42
2023-07-24 19:34:53,985 semantic_segmentation INFO: Iters: 18970/150000 || Lr: 0.017709 || Task Loss: 0.6836 || KD Loss: 0.3337|| 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: 8:48:38 || Estimated Time: 2 days, 12:51:23
2023-07-24 19:35:10,305 semantic_segmentation INFO: Iters: 18980/150000 || Lr: 0.017707 || Task Loss: 0.6417 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:54 || Estimated Time: 2 days, 12:51:03
2023-07-24 19:35:26,603 semantic_segmentation INFO: Iters: 18990/150000 || Lr: 0.017706 || Task Loss: 0.5174 || KD Loss: 0.1024|| 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: 8:49:11 || Estimated Time: 2 days, 12:50:43
2023-07-24 19:35:42,998 semantic_segmentation INFO: Iters: 19000/150000 || Lr: 0.017705 || Task Loss: 0.4157 || KD Loss: 0.0863|| 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: 8:49:27 || Estimated Time: 2 days, 12:50:24
2023-07-24 19:35:59,359 semantic_segmentation INFO: Iters: 19010/150000 || Lr: 0.017704 || Task Loss: 0.4731 || KD Loss: 0.1191|| 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: 8:49:43 || Estimated Time: 2 days, 12:50:05
2023-07-24 19:36:15,758 semantic_segmentation INFO: Iters: 19020/150000 || Lr: 0.017703 || Task Loss: 0.6481 || KD Loss: 0.1975|| 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: 8:50:00 || Estimated Time: 2 days, 12:49:46
2023-07-24 19:36:32,132 semantic_segmentation INFO: Iters: 19030/150000 || Lr: 0.017701 || Task Loss: 0.7146 || KD Loss: 0.1981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:16 || Estimated Time: 2 days, 12:49:27
2023-07-24 19:36:48,498 semantic_segmentation INFO: Iters: 19040/150000 || Lr: 0.017700 || Task Loss: 0.4315 || KD Loss: 0.1203|| 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: 8:50:32 || Estimated Time: 2 days, 12:49:08
2023-07-24 19:37:04,795 semantic_segmentation INFO: Iters: 19050/150000 || Lr: 0.017699 || Task Loss: 0.7026 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:49 || Estimated Time: 2 days, 12:48:49
2023-07-24 19:37:21,121 semantic_segmentation INFO: Iters: 19060/150000 || Lr: 0.017698 || Task Loss: 0.5636 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:48:29
2023-07-24 19:37:37,457 semantic_segmentation INFO: Iters: 19070/150000 || Lr: 0.017696 || Task Loss: 0.6134 || KD Loss: 0.1629|| 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: 8:51:21 || Estimated Time: 2 days, 12:48:10
2023-07-24 19:37:53,859 semantic_segmentation INFO: Iters: 19080/150000 || Lr: 0.017695 || Task Loss: 0.4692 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:38 || Estimated Time: 2 days, 12:47:51
2023-07-24 19:38:10,242 semantic_segmentation INFO: Iters: 19090/150000 || Lr: 0.017694 || Task Loss: 0.4359 || KD Loss: 0.1220|| 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: 8:51:54 || Estimated Time: 2 days, 12:47:32
2023-07-24 19:38:26,626 semantic_segmentation INFO: Iters: 19100/150000 || Lr: 0.017693 || Task Loss: 0.5182 || KD Loss: 0.1062|| 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: 8:52:11 || Estimated Time: 2 days, 12:47:13
2023-07-24 19:38:42,997 semantic_segmentation INFO: Iters: 19110/150000 || Lr: 0.017692 || Task Loss: 0.7943 || KD Loss: 0.3376|| 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: 8:52:27 || Estimated Time: 2 days, 12:46:54
2023-07-24 19:38:59,455 semantic_segmentation INFO: Iters: 19120/150000 || Lr: 0.017690 || Task Loss: 0.6294 || KD Loss: 0.1668|| 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: 8:52:43 || Estimated Time: 2 days, 12:46:35
2023-07-24 19:39:15,851 semantic_segmentation INFO: Iters: 19130/150000 || Lr: 0.017689 || Task Loss: 0.4893 || KD Loss: 0.1048|| 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: 8:53:00 || Estimated Time: 2 days, 12:46:16
2023-07-24 19:39:32,088 semantic_segmentation INFO: Iters: 19140/150000 || Lr: 0.017688 || Task Loss: 0.5202 || KD Loss: 0.1140|| 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: 8:53:16 || Estimated Time: 2 days, 12:45:56
2023-07-24 19:39:48,525 semantic_segmentation INFO: Iters: 19150/150000 || Lr: 0.017687 || Task Loss: 0.5966 || KD Loss: 0.1785|| 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: 8:53:33 || Estimated Time: 2 days, 12:45:37
2023-07-24 19:40:04,909 semantic_segmentation INFO: Iters: 19160/150000 || Lr: 0.017685 || Task Loss: 0.6432 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:49 || Estimated Time: 2 days, 12:45:19
2023-07-24 19:40:21,181 semantic_segmentation INFO: Iters: 19170/150000 || Lr: 0.017684 || Task Loss: 0.5710 || KD Loss: 0.2072|| 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: 8:54:05 || Estimated Time: 2 days, 12:44:59
2023-07-24 19:40:37,476 semantic_segmentation INFO: Iters: 19180/150000 || Lr: 0.017683 || Task Loss: 0.4606 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:21 || Estimated Time: 2 days, 12:44:39
2023-07-24 19:40:53,838 semantic_segmentation INFO: Iters: 19190/150000 || Lr: 0.017682 || Task Loss: 0.7557 || KD Loss: 0.3194|| 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: 8:54:38 || Estimated Time: 2 days, 12:44:20
2023-07-24 19:41:10,181 semantic_segmentation INFO: Iters: 19200/150000 || Lr: 0.017681 || Task Loss: 0.5780 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:54 || Estimated Time: 2 days, 12:44:01
2023-07-24 19:41:10,295 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 19:41:10,751 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.080
2023-07-24 19:41:10,763 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.125
2023-07-24 19:41:10,783 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.150
2023-07-24 19:41:10,797 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.151
2023-07-24 19:41:10,809 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.211
2023-07-24 19:41:10,821 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.943, mIoU: 0.257
2023-07-24 19:41:10,835 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.297
2023-07-24 19:41:10,849 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.307
2023-07-24 19:41:10,861 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.341
2023-07-24 19:41:10,874 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.386
2023-07-24 19:41:10,888 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.931, mIoU: 0.389
2023-07-24 19:41:10,902 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.378
2023-07-24 19:41:10,913 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.894, mIoU: 0.375
2023-07-24 19:41:10,927 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.362
2023-07-24 19:41:10,941 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.898, mIoU: 0.355
2023-07-24 19:41:10,953 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.901, mIoU: 0.353
2023-07-24 19:41:10,964 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.349
2023-07-24 19:41:10,976 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.890, mIoU: 0.342
2023-07-24 19:41:10,990 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.893, mIoU: 0.350
2023-07-24 19:41:11,005 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.894, mIoU: 0.385
2023-07-24 19:41:11,019 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.898, mIoU: 0.385
2023-07-24 19:41:11,033 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.899, mIoU: 0.396
2023-07-24 19:41:11,047 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.897, mIoU: 0.432
2023-07-24 19:41:11,062 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.900, mIoU: 0.440
2023-07-24 19:41:11,077 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.902, mIoU: 0.443
2023-07-24 19:41:11,090 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.450
2023-07-24 19:41:11,104 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.451
2023-07-24 19:41:11,115 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.903, mIoU: 0.450
2023-07-24 19:41:11,129 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.440
2023-07-24 19:41:11,143 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.441
2023-07-24 19:41:11,156 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.441
2023-07-24 19:41:11,170 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.440
2023-07-24 19:41:11,185 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.446
2023-07-24 19:41:11,198 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.444
2023-07-24 19:41:11,212 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.477
2023-07-24 19:41:11,226 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.477
2023-07-24 19:41:11,239 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.912, mIoU: 0.480
2023-07-24 19:41:11,251 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.524
2023-07-24 19:41:11,266 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.516
2023-07-24 19:41:11,278 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.514
2023-07-24 19:41:11,291 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-24 19:41:11,304 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.541
2023-07-24 19:41:11,318 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-24 19:41:11,330 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-24 19:41:11,344 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.547
2023-07-24 19:41:11,359 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.911, mIoU: 0.552
2023-07-24 19:41:11,372 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-24 19:41:11,385 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-24 19:41:11,398 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.560
2023-07-24 19:41:11,413 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.557
2023-07-24 19:41:11,428 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.909, mIoU: 0.553
2023-07-24 19:41:11,442 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.911, mIoU: 0.553
2023-07-24 19:41:11,455 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.551
2023-07-24 19:41:11,469 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.550
2023-07-24 19:41:11,483 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.551
2023-07-24 19:41:11,496 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.910, mIoU: 0.547
2023-07-24 19:41:11,510 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.543
2023-07-24 19:41:11,526 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-24 19:41:11,539 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.543
2023-07-24 19:41:11,554 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.557
2023-07-24 19:41:11,567 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.904, mIoU: 0.566
2023-07-24 19:41:11,582 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.905, mIoU: 0.565
2023-07-24 19:41:11,595 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.906, mIoU: 0.564
2023-07-24 19:41:11,613 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.571
2023-07-24 19:41:11,626 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.567
2023-07-24 19:41:11,640 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-24 19:41:11,655 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.910, mIoU: 0.567
2023-07-24 19:41:11,668 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-24 19:41:11,683 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-24 19:41:11,698 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 19:41:11,713 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 19:41:11,726 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 19:41:11,741 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 19:41:11,756 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 19:41:11,771 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-24 19:41:11,786 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-24 19:41:11,801 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.897, mIoU: 0.605
2023-07-24 19:41:11,810 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.596
2023-07-24 19:41:11,825 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.896, mIoU: 0.600
2023-07-24 19:41:11,841 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.897, mIoU: 0.602
2023-07-24 19:41:11,855 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.890, mIoU: 0.596
2023-07-24 19:41:11,870 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.890, mIoU: 0.598
2023-07-24 19:41:11,885 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.889, mIoU: 0.591
2023-07-24 19:41:11,900 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.578
2023-07-24 19:41:11,916 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.887, mIoU: 0.579
2023-07-24 19:41:11,931 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.888, mIoU: 0.580
2023-07-24 19:41:11,945 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.888, mIoU: 0.575
2023-07-24 19:41:11,960 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.887, mIoU: 0.571
2023-07-24 19:41:11,974 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.886, mIoU: 0.574
2023-07-24 19:41:11,987 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.887, mIoU: 0.574
2023-07-24 19:41:12,001 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.563
2023-07-24 19:41:12,016 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 19:41:12,031 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.888, mIoU: 0.570
2023-07-24 19:41:12,045 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.889, mIoU: 0.586
2023-07-24 19:41:12,059 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.887, mIoU: 0.583
2023-07-24 19:41:12,074 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.887, mIoU: 0.583
2023-07-24 19:41:12,086 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.888, mIoU: 0.583
2023-07-24 19:41:12,099 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.889, mIoU: 0.585
2023-07-24 19:41:12,113 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.584
2023-07-24 19:41:12,126 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.888, mIoU: 0.585
2023-07-24 19:41:12,140 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.889, mIoU: 0.585
2023-07-24 19:41:12,154 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.889, mIoU: 0.583
2023-07-24 19:41:12,167 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-24 19:41:12,181 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.889, mIoU: 0.582
2023-07-24 19:41:12,196 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.889, mIoU: 0.580
2023-07-24 19:41:12,208 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.890, mIoU: 0.583
2023-07-24 19:41:12,222 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.890, mIoU: 0.584
2023-07-24 19:41:12,237 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.890, mIoU: 0.584
2023-07-24 19:41:12,249 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.891, mIoU: 0.586
2023-07-24 19:41:12,262 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.891, mIoU: 0.585
2023-07-24 19:41:12,274 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.891, mIoU: 0.590
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2023-07-24 19:41:17,892 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.894, mIoU: 0.558
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2023-07-24 19:41:17,921 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.894, mIoU: 0.562
2023-07-24 19:41:17,936 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.894, mIoU: 0.561
2023-07-24 19:41:17,950 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 19:41:17,962 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.893, mIoU: 0.559
2023-07-24 19:41:17,976 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 19:41:17,990 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 19:41:18,004 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.893, mIoU: 0.560
2023-07-24 19:41:18,018 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 19:41:18,032 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 19:41:18,045 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 19:41:18,059 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 19:41:18,073 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.894, mIoU: 0.563
2023-07-24 19:41:18,085 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,099 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,111 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 19:41:18,125 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 19:41:18,137 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,149 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-24 19:41:18,161 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 19:41:18,175 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,189 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,203 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,218 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,226 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,240 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-24 19:41:18,255 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,269 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,284 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,299 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 19:41:18,312 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 19:41:18,325 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 19:41:18,340 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,356 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,371 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,383 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,396 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,411 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,425 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,440 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,454 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 19:41:18,469 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 19:41:18,486 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 19:41:18,501 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 19:41:18,514 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 19:41:18,529 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,543 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,555 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,570 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,584 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,598 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,613 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,625 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,639 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,654 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,669 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,679 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,693 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,707 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,720 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,734 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 19:41:18,747 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-24 19:41:18,761 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-24 19:41:18,776 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.895, mIoU: 0.569
2023-07-24 19:41:18,790 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.895, mIoU: 0.568
2023-07-24 19:41:18,803 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,815 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,827 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,842 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,858 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,873 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,886 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 19:41:18,901 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,913 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-24 19:41:18,928 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,943 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.895, mIoU: 0.567
2023-07-24 19:41:18,956 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-24 19:41:18,970 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:18,985 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,000 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,014 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,028 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-24 19:41:19,039 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.895, mIoU: 0.566
2023-07-24 19:41:19,054 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,068 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,082 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 19:41:19,096 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,111 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 19:41:19,122 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.895, mIoU: 0.563
2023-07-24 19:41:19,137 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,151 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,166 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,178 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,193 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,206 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.895, mIoU: 0.564
2023-07-24 19:41:19,221 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.895, mIoU: 0.565
2023-07-24 19:41:19,235 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 19:41:19,250 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 19:41:19,265 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 19:41:19,279 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 19:41:19,293 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 19:41:19,308 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 19:41:19,320 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 19:41:19,335 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,350 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,365 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,378 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,393 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 19:41:19,406 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-24 19:41:19,421 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-24 19:41:19,435 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,451 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,465 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,481 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.896, mIoU: 0.571
2023-07-24 19:41:19,496 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.572
2023-07-24 19:41:19,510 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 19:41:19,524 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,538 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 19:41:19,552 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 19:41:19,569 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 19:41:19,583 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 19:41:19,598 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 19:41:19,607 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,620 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,634 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,646 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:19,660 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:41:19,672 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:41:19,685 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:41:19,699 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:41:19,714 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 19:41:19,729 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.896, mIoU: 0.572
2023-07-24 19:41:19,744 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,757 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:19,771 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,784 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:19,799 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:19,813 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:19,829 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 19:41:19,843 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,859 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 19:41:19,873 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 19:41:19,886 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 19:41:19,901 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 19:41:19,915 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,928 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-24 19:41:19,940 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,954 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:19,969 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,983 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 19:41:19,996 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,010 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,025 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:20,039 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.896, mIoU: 0.573
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2023-07-24 19:41:20,064 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 19:41:20,071 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,086 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,100 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,115 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 19:41:20,130 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 19:41:20,231 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.897, mIoU: 0.575
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2023-07-24 19:41:20,273 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 19:41:20,286 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 19:41:20,299 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-24 19:41:20,365 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.578
2023-07-24 19:41:20,381 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.578
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2023-07-24 19:41:20,429 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-24 19:41:20,444 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.578
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2023-07-24 19:41:20,504 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-24 19:41:20,560 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 19:41:20,576 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-24 19:41:20,620 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,633 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-24 19:41:20,645 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,657 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-24 19:41:20,671 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-24 19:41:20,687 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 19:41:20,699 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,712 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,726 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,740 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,755 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,770 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,785 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,798 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-24 19:41:20,813 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,826 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,840 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,856 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,869 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 19:41:20,885 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,898 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,914 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,930 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,942 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,954 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 19:41:20,969 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:41:20,983 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:41:20,998 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:41:21,012 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 19:41:21,023 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,036 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,049 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,062 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,076 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,092 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:21,104 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:21,118 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:21,131 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:21,145 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:21,159 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:21,172 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:21,184 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,199 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,213 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,226 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,241 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,255 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,269 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,281 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,296 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,311 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,327 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,340 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,354 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,367 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,382 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,395 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 19:41:21,408 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 19:41:21,422 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,437 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,450 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,465 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,480 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,496 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,512 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,525 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-24 19:41:21,537 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,551 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,564 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,576 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,589 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,604 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,616 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,629 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,643 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,658 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,672 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,687 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,700 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,712 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,727 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,741 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,756 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,770 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,783 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,795 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,806 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:21,822 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:21,837 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,851 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,866 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:21,877 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,890 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,904 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,919 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,932 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:21,947 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,960 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:21,975 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:21,988 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:22,002 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 19:41:22,015 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:22,029 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:22,044 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 19:41:22,056 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,071 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,086 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:22,100 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,114 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,128 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:22,143 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:22,157 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,171 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,185 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,200 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,212 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,225 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,238 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,254 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,267 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,283 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,297 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,308 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,322 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,338 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,352 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,365 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,380 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,394 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,407 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,421 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,436 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,450 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,463 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,474 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,491 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,506 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,522 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,535 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,549 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 19:41:22,563 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,578 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,592 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,605 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,619 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,632 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,646 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,659 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,672 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,687 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,699 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,713 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:22,727 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:22,742 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:22,755 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,769 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,783 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,797 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 19:41:22,813 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,828 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,843 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,859 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,869 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,883 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,896 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,911 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,925 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,941 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:22,954 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,969 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:22,984 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 19:41:22,997 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,012 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,026 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,038 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,053 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,067 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:23,080 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:23,092 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:23,106 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.900, mIoU: 0.588
2023-07-24 19:41:23,120 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:23,134 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:23,146 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:23,160 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:23,174 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 19:41:23,186 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:23,199 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,214 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,226 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,240 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,253 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,266 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,281 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,295 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:23,310 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,325 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,339 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,351 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,364 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:23,379 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:23,391 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,404 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,418 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,433 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,448 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,463 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:23,476 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:23,488 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,504 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,519 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,533 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,548 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,561 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 19:41:23,576 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-24 19:41:23,590 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,606 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,620 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,635 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:23,644 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,660 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,675 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,688 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,702 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,717 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,731 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,744 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,758 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,772 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,787 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,801 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:41:23,816 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:41:23,832 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:41:23,846 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,860 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,874 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:41:23,889 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,902 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 19:41:23,915 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,929 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,943 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,957 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,964 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,976 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:23,989 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,001 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:24,011 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,026 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,040 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,055 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,067 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,079 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,094 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,104 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,120 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,133 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,147 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,162 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,177 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,192 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,203 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,216 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,230 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,244 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,258 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,272 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,284 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,294 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,305 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,317 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,328 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,341 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,354 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:24,368 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:24,383 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,397 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,410 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,424 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,438 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,453 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,467 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,481 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,495 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,509 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:24,524 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-24 19:41:24,537 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 19:41:24,550 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,564 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,576 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,591 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,604 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,618 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,632 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,649 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,665 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,678 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 19:41:24,693 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 19:41:24,708 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 19:41:24,722 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 19:41:24,737 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 19:41:24,750 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 19:41:24,763 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 19:41:24,777 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 19:41:24,792 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 19:41:24,807 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 19:41:24,821 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 19:41:24,836 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 19:41:24,850 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 19:41:24,865 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-24 19:41:24,879 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 19:41:24,891 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-24 19:41:24,905 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,915 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,927 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,941 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:24,952 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,966 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,980 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:24,994 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:25,009 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:25,023 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 19:41:25,037 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:25,052 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 19:41:25,063 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,078 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,090 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,104 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,118 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,131 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,145 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,157 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,171 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,185 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,200 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:25,214 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.587
2023-07-24 19:41:25,228 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,241 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,253 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,268 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-24 19:41:25,281 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:25,294 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:25,310 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,325 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:25,340 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:25,353 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-24 19:41:25,366 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,382 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,398 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,414 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,427 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,440 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,455 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,469 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,483 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.901, mIoU: 0.589
2023-07-24 19:41:25,497 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 19:41:25,511 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 19:41:25,525 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 19:41:25,539 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.901, mIoU: 0.590
2023-07-24 19:41:25,555 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-24 19:41:25,569 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-24 19:41:25,583 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-24 19:41:25,596 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.591
2023-07-24 19:41:25,610 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 19:41:25,622 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 19:41:25,636 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 19:41:25,650 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,665 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,676 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 19:41:25,690 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,704 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 19:41:25,720 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,732 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,746 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,760 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,774 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,789 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,803 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,817 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 19:41:25,829 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:25,844 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 19:41:25,859 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,873 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,887 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,900 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,909 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,923 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,938 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,950 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:25,966 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:25,980 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:25,993 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,006 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,021 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,036 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,050 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,066 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:26,080 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:26,096 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:26,109 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:26,122 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:26,136 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,150 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,164 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,175 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,188 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,201 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,215 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,229 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,243 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,255 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,269 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,283 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,296 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,310 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,325 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,340 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,354 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,367 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,382 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,396 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,410 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,425 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,437 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,452 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,464 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,477 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,489 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,504 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,519 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,534 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,549 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,561 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,574 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,590 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,606 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,618 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,633 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,649 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,664 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,676 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,690 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,704 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,717 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,731 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,743 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,755 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,769 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,783 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,797 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,812 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:26,824 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,838 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,852 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,864 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,879 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,894 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:26,908 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,923 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,936 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,948 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,963 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,978 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:26,992 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,005 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:27,020 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:27,037 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,050 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,060 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,075 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,091 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,105 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,119 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,131 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:27,145 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.591
2023-07-24 19:41:27,159 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.900, mIoU: 0.592
2023-07-24 19:41:27,171 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,185 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,199 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,213 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,228 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,243 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,256 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,270 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,284 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,297 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,310 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,325 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.900, mIoU: 0.593
2023-07-24 19:41:27,340 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,353 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,369 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,380 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,394 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,409 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,423 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,435 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,450 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,466 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,480 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,491 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,506 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,521 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,532 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,546 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 19:41:27,562 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 19:41:27,578 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,591 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,603 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,618 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:27,631 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,646 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,659 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,674 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:27,687 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,700 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,715 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,730 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,745 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,760 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,776 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,789 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,804 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,819 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,833 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,848 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,861 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:27,875 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:27,891 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:27,905 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,920 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:27,932 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:27,945 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,959 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:27,973 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:27,986 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:27,998 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,013 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,027 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,041 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,055 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,069 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,084 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,096 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,110 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,124 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:28,137 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:28,151 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,166 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,180 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:28,194 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:28,209 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,223 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,237 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,250 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,265 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,279 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,294 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,308 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,323 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,337 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,349 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,363 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,378 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,393 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,405 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,419 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,434 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,449 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,463 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,477 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,491 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,505 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,518 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,531 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:28,543 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,555 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,569 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,584 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,598 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,611 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,623 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:28,637 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,648 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,662 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,676 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,691 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,705 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,719 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,732 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,746 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,761 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,773 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,789 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,803 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,819 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,832 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,846 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,862 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,876 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,891 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:28,903 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,918 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,932 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,946 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,961 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,973 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:28,987 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,002 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,017 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,031 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 19:41:29,046 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,060 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,075 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,085 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,099 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,111 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,124 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,140 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 19:41:29,154 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,168 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,180 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,193 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,206 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,221 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,234 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,249 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,263 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,276 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,290 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,305 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,317 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,331 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,346 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,359 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,373 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,385 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,400 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,415 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,429 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,444 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 19:41:29,456 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,469 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,483 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,497 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 19:41:29,511 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,524 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,537 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,551 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,565 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 19:41:29,581 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:29,594 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,609 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,625 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,640 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,654 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,668 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,676 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,690 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,702 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,715 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,729 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,743 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,757 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,772 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,786 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,800 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,815 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,828 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,842 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,858 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,872 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,887 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,901 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:29,917 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,930 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,943 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,958 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,972 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,985 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:29,998 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:30,013 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 19:41:30,027 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:30,042 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 19:41:30,056 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,071 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,085 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,100 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,112 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,127 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 19:41:30,140 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,154 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,169 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,183 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,198 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,210 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,225 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,240 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,254 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,268 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,283 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,297 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,312 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,324 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,338 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,351 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,366 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,380 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,394 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,409 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,423 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,437 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,446 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,460 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,473 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,487 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,501 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,515 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,529 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,540 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,549 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,565 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,579 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,594 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,608 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,623 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,637 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,650 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,664 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,679 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,692 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,706 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,718 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,732 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:30,746 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:30,761 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 19:41:30,773 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,787 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,801 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 19:41:30,815 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,830 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,842 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,856 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 19:41:30,871 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:30,886 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 19:41:47,094 semantic_segmentation INFO: Iters: 19210/150000 || Lr: 0.017679 || Task Loss: 0.5721 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:31 || Estimated Time: 2 days, 12:46:02
2023-07-24 19:42:03,387 semantic_segmentation INFO: Iters: 19220/150000 || Lr: 0.017678 || Task Loss: 0.6430 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:47 || Estimated Time: 2 days, 12:45:42
2023-07-24 19:42:19,776 semantic_segmentation INFO: Iters: 19230/150000 || Lr: 0.017677 || Task Loss: 0.4597 || KD Loss: 0.1187|| 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: 8:56:04 || Estimated Time: 2 days, 12:45:23
2023-07-24 19:42:36,103 semantic_segmentation INFO: Iters: 19240/150000 || Lr: 0.017676 || Task Loss: 0.5062 || KD Loss: 0.1690|| 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: 8:56:20 || Estimated Time: 2 days, 12:45:04
2023-07-24 19:42:52,393 semantic_segmentation INFO: Iters: 19250/150000 || Lr: 0.017675 || Task Loss: 0.5988 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:36 || Estimated Time: 2 days, 12:44:44
2023-07-24 19:43:11,035 semantic_segmentation INFO: Iters: 19260/150000 || Lr: 0.017673 || Task Loss: 0.5120 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:55 || Estimated Time: 2 days, 12:44:39
2023-07-24 19:43:28,381 semantic_segmentation INFO: Iters: 19270/150000 || Lr: 0.017672 || Task Loss: 0.7235 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:12 || Estimated Time: 2 days, 12:44:28
2023-07-24 19:43:44,647 semantic_segmentation INFO: Iters: 19280/150000 || Lr: 0.017671 || Task Loss: 0.5933 || KD Loss: 0.1901|| 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: 8:57:29 || Estimated Time: 2 days, 12:44:08
2023-07-24 19:44:01,000 semantic_segmentation INFO: Iters: 19290/150000 || Lr: 0.017670 || Task Loss: 1.0245 || KD Loss: 0.3762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:45 || Estimated Time: 2 days, 12:43:48
2023-07-24 19:44:17,381 semantic_segmentation INFO: Iters: 19300/150000 || Lr: 0.017668 || Task Loss: 0.5138 || KD Loss: 0.1508|| 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: 8:58:01 || Estimated Time: 2 days, 12:43:29
2023-07-24 19:44:33,736 semantic_segmentation INFO: Iters: 19310/150000 || Lr: 0.017667 || Task Loss: 0.7447 || KD Loss: 0.2930|| 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: 8:58:18 || Estimated Time: 2 days, 12:43:10
2023-07-24 19:44:50,024 semantic_segmentation INFO: Iters: 19320/150000 || Lr: 0.017666 || Task Loss: 0.6095 || KD Loss: 0.1727|| 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: 8:58:34 || Estimated Time: 2 days, 12:42:51
2023-07-24 19:45:06,260 semantic_segmentation INFO: Iters: 19330/150000 || Lr: 0.017665 || Task Loss: 0.8161 || KD Loss: 0.3646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:50 || Estimated Time: 2 days, 12:42:31
2023-07-24 19:45:22,675 semantic_segmentation INFO: Iters: 19340/150000 || Lr: 0.017664 || Task Loss: 0.6373 || KD Loss: 0.2167|| 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: 8:59:07 || Estimated Time: 2 days, 12:42:12
2023-07-24 19:45:39,124 semantic_segmentation INFO: Iters: 19350/150000 || Lr: 0.017662 || Task Loss: 0.5944 || KD Loss: 0.2234|| 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: 8:59:23 || Estimated Time: 2 days, 12:41:53
2023-07-24 19:45:55,513 semantic_segmentation INFO: Iters: 19360/150000 || Lr: 0.017661 || Task Loss: 0.4910 || KD Loss: 0.1413|| 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: 8:59:39 || Estimated Time: 2 days, 12:41:34
2023-07-24 19:46:12,003 semantic_segmentation INFO: Iters: 19370/150000 || Lr: 0.017660 || Task Loss: 0.4677 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:56 || Estimated Time: 2 days, 12:41:16
2023-07-24 19:46:28,478 semantic_segmentation INFO: Iters: 19380/150000 || Lr: 0.017659 || Task Loss: 0.4730 || KD Loss: 0.1010|| 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: 9:00:12 || Estimated Time: 2 days, 12:40:57
2023-07-24 19:46:44,843 semantic_segmentation INFO: Iters: 19390/150000 || Lr: 0.017658 || Task Loss: 0.6769 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:29 || Estimated Time: 2 days, 12:40:38
2023-07-24 19:47:01,231 semantic_segmentation INFO: Iters: 19400/150000 || Lr: 0.017656 || Task Loss: 0.7021 || KD Loss: 0.2398|| 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: 9:00:45 || Estimated Time: 2 days, 12:40:19
2023-07-24 19:47:17,612 semantic_segmentation INFO: Iters: 19410/150000 || Lr: 0.017655 || Task Loss: 0.6445 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:02 || Estimated Time: 2 days, 12:40:00
2023-07-24 19:47:33,989 semantic_segmentation INFO: Iters: 19420/150000 || Lr: 0.017654 || Task Loss: 0.5406 || KD Loss: 0.1862|| 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: 9:01:18 || Estimated Time: 2 days, 12:39:41
2023-07-24 19:47:50,373 semantic_segmentation INFO: Iters: 19430/150000 || Lr: 0.017653 || Task Loss: 0.7188 || KD Loss: 0.3355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:34 || Estimated Time: 2 days, 12:39:22
2023-07-24 19:48:06,736 semantic_segmentation INFO: Iters: 19440/150000 || Lr: 0.017651 || Task Loss: 0.5275 || KD Loss: 0.1910|| 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: 9:01:51 || Estimated Time: 2 days, 12:39:03
2023-07-24 19:48:23,163 semantic_segmentation INFO: Iters: 19450/150000 || Lr: 0.017650 || Task Loss: 0.6985 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:07 || Estimated Time: 2 days, 12:38:44
2023-07-24 19:48:39,527 semantic_segmentation INFO: Iters: 19460/150000 || Lr: 0.017649 || Task Loss: 0.5986 || KD Loss: 0.2125|| 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: 9:02:24 || Estimated Time: 2 days, 12:38:25
2023-07-24 19:48:56,023 semantic_segmentation INFO: Iters: 19470/150000 || Lr: 0.017648 || Task Loss: 0.4137 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:40 || Estimated Time: 2 days, 12:38:07
2023-07-24 19:49:12,495 semantic_segmentation INFO: Iters: 19480/150000 || Lr: 0.017647 || Task Loss: 0.5902 || KD Loss: 0.1789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:02:56 || Estimated Time: 2 days, 12:37:49
2023-07-24 19:49:29,053 semantic_segmentation INFO: Iters: 19490/150000 || Lr: 0.017645 || Task Loss: 0.5930 || KD Loss: 0.1790|| 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: 9:03:13 || Estimated Time: 2 days, 12:37:31
2023-07-24 19:49:45,465 semantic_segmentation INFO: Iters: 19500/150000 || Lr: 0.017644 || Task Loss: 0.4147 || KD Loss: 0.1138|| 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: 9:03:29 || Estimated Time: 2 days, 12:37:12
2023-07-24 19:50:01,865 semantic_segmentation INFO: Iters: 19510/150000 || Lr: 0.017643 || Task Loss: 0.4837 || KD Loss: 0.1659|| 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: 9:03:46 || Estimated Time: 2 days, 12:36:53
2023-07-24 19:50:18,250 semantic_segmentation INFO: Iters: 19520/150000 || Lr: 0.017642 || Task Loss: 0.6180 || KD Loss: 0.2265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:02 || Estimated Time: 2 days, 12:36:34
2023-07-24 19:50:34,617 semantic_segmentation INFO: Iters: 19530/150000 || Lr: 0.017640 || Task Loss: 0.5311 || KD Loss: 0.1555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:19 || Estimated Time: 2 days, 12:36:15
2023-07-24 19:50:51,034 semantic_segmentation INFO: Iters: 19540/150000 || Lr: 0.017639 || Task Loss: 0.8239 || KD Loss: 0.3447|| 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: 9:04:35 || Estimated Time: 2 days, 12:35:56
2023-07-24 19:51:07,403 semantic_segmentation INFO: Iters: 19550/150000 || Lr: 0.017638 || Task Loss: 0.5327 || KD Loss: 0.1811|| 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: 9:04:51 || Estimated Time: 2 days, 12:35:37
2023-07-24 19:51:23,798 semantic_segmentation INFO: Iters: 19560/150000 || Lr: 0.017637 || Task Loss: 0.6344 || KD Loss: 0.1917|| 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: 9:05:08 || Estimated Time: 2 days, 12:35:18
2023-07-24 19:51:40,167 semantic_segmentation INFO: Iters: 19570/150000 || Lr: 0.017636 || Task Loss: 0.8873 || KD Loss: 0.3228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:24 || Estimated Time: 2 days, 12:34:59
2023-07-24 19:51:56,612 semantic_segmentation INFO: Iters: 19580/150000 || Lr: 0.017634 || Task Loss: 0.6188 || KD Loss: 0.1418|| 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: 9:05:41 || Estimated Time: 2 days, 12:34:40
2023-07-24 19:52:12,920 semantic_segmentation INFO: Iters: 19590/150000 || Lr: 0.017633 || Task Loss: 0.5871 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:05:57 || Estimated Time: 2 days, 12:34:21
2023-07-24 19:52:29,211 semantic_segmentation INFO: Iters: 19600/150000 || Lr: 0.017632 || Task Loss: 0.5304 || KD Loss: 0.1608|| 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: 9:06:13 || Estimated Time: 2 days, 12:34:01
2023-07-24 19:52:45,460 semantic_segmentation INFO: Iters: 19610/150000 || Lr: 0.017631 || Task Loss: 0.5556 || KD Loss: 0.2368|| 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: 9:06:29 || Estimated Time: 2 days, 12:33:42
2023-07-24 19:53:01,853 semantic_segmentation INFO: Iters: 19620/150000 || Lr: 0.017630 || Task Loss: 0.7566 || KD Loss: 0.2813|| 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: 9:06:46 || Estimated Time: 2 days, 12:33:23
2023-07-24 19:53:18,121 semantic_segmentation INFO: Iters: 19630/150000 || Lr: 0.017628 || Task Loss: 0.5861 || KD Loss: 0.1996|| 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: 9:07:02 || Estimated Time: 2 days, 12:33:03
2023-07-24 19:53:34,434 semantic_segmentation INFO: Iters: 19640/150000 || Lr: 0.017627 || Task Loss: 0.8093 || KD Loss: 0.3673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:18 || Estimated Time: 2 days, 12:32:44
2023-07-24 19:53:50,825 semantic_segmentation INFO: Iters: 19650/150000 || Lr: 0.017626 || Task Loss: 0.5302 || KD Loss: 0.1827|| 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: 9:07:35 || Estimated Time: 2 days, 12:32:25
2023-07-24 19:54:07,219 semantic_segmentation INFO: Iters: 19660/150000 || Lr: 0.017625 || Task Loss: 0.9738 || KD Loss: 0.3929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:51 || Estimated Time: 2 days, 12:32:06
2023-07-24 19:54:23,579 semantic_segmentation INFO: Iters: 19670/150000 || Lr: 0.017623 || Task Loss: 0.5719 || KD Loss: 0.1409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:08 || Estimated Time: 2 days, 12:31:47
2023-07-24 19:54:39,972 semantic_segmentation INFO: Iters: 19680/150000 || Lr: 0.017622 || Task Loss: 0.6415 || KD Loss: 0.1325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:24 || Estimated Time: 2 days, 12:31:28
2023-07-24 19:54:56,378 semantic_segmentation INFO: Iters: 19690/150000 || Lr: 0.017621 || Task Loss: 0.6304 || KD Loss: 0.2050|| 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: 9:08:40 || Estimated Time: 2 days, 12:31:09
2023-07-24 19:55:12,751 semantic_segmentation INFO: Iters: 19700/150000 || Lr: 0.017620 || Task Loss: 0.5993 || KD Loss: 0.2328|| 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: 9:08:57 || Estimated Time: 2 days, 12:30:50
2023-07-24 19:55:29,121 semantic_segmentation INFO: Iters: 19710/150000 || Lr: 0.017619 || Task Loss: 0.6372 || KD Loss: 0.2018|| 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: 9:09:13 || Estimated Time: 2 days, 12:30:31
2023-07-24 19:55:45,509 semantic_segmentation INFO: Iters: 19720/150000 || Lr: 0.017617 || Task Loss: 0.7622 || KD Loss: 0.2798|| 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: 9:09:29 || Estimated Time: 2 days, 12:30:12
2023-07-24 19:56:01,871 semantic_segmentation INFO: Iters: 19730/150000 || Lr: 0.017616 || Task Loss: 0.5444 || KD Loss: 0.1738|| 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: 9:09:46 || Estimated Time: 2 days, 12:29:53
2023-07-24 19:56:18,273 semantic_segmentation INFO: Iters: 19740/150000 || Lr: 0.017615 || Task Loss: 0.3893 || KD Loss: 0.1247|| 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: 9:10:02 || Estimated Time: 2 days, 12:29:34
2023-07-24 19:56:34,612 semantic_segmentation INFO: Iters: 19750/150000 || Lr: 0.017614 || Task Loss: 0.7781 || KD Loss: 0.1920|| 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: 9:10:19 || Estimated Time: 2 days, 12:29:15
2023-07-24 19:56:50,976 semantic_segmentation INFO: Iters: 19760/150000 || Lr: 0.017612 || Task Loss: 0.6307 || KD Loss: 0.1971|| 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: 9:10:35 || Estimated Time: 2 days, 12:28:56
2023-07-24 19:57:07,338 semantic_segmentation INFO: Iters: 19770/150000 || Lr: 0.017611 || Task Loss: 0.5066 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:28:37
2023-07-24 19:57:23,693 semantic_segmentation INFO: Iters: 19780/150000 || Lr: 0.017610 || Task Loss: 0.6062 || KD Loss: 0.1818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:28:18
2023-07-24 19:57:40,185 semantic_segmentation INFO: Iters: 19790/150000 || Lr: 0.017609 || Task Loss: 0.5233 || KD Loss: 0.1270|| 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: 9:11:24 || Estimated Time: 2 days, 12:28:00
2023-07-24 19:57:56,591 semantic_segmentation INFO: Iters: 19800/150000 || Lr: 0.017608 || Task Loss: 0.5683 || KD Loss: 0.1798|| 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: 9:11:41 || Estimated Time: 2 days, 12:27:41
2023-07-24 19:58:12,965 semantic_segmentation INFO: Iters: 19810/150000 || Lr: 0.017606 || Task Loss: 0.5265 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:57 || Estimated Time: 2 days, 12:27:22
2023-07-24 19:58:29,333 semantic_segmentation INFO: Iters: 19820/150000 || Lr: 0.017605 || Task Loss: 0.5854 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:13 || Estimated Time: 2 days, 12:27:03
2023-07-24 19:58:45,682 semantic_segmentation INFO: Iters: 19830/150000 || Lr: 0.017604 || Task Loss: 0.8247 || KD Loss: 0.3662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:30 || Estimated Time: 2 days, 12:26:44
2023-07-24 19:59:01,924 semantic_segmentation INFO: Iters: 19840/150000 || Lr: 0.017603 || Task Loss: 0.5627 || KD Loss: 0.1524|| 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: 9:12:46 || Estimated Time: 2 days, 12:26:24
2023-07-24 19:59:18,282 semantic_segmentation INFO: Iters: 19850/150000 || Lr: 0.017602 || Task Loss: 0.6166 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:02 || Estimated Time: 2 days, 12:26:05
2023-07-24 19:59:34,689 semantic_segmentation INFO: Iters: 19860/150000 || Lr: 0.017600 || Task Loss: 0.9525 || KD Loss: 0.3872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:19 || Estimated Time: 2 days, 12:25:46
2023-07-24 19:59:51,062 semantic_segmentation INFO: Iters: 19870/150000 || Lr: 0.017599 || Task Loss: 0.7351 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2888|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:35 || Estimated Time: 2 days, 12:25:27
2023-07-24 20:00:07,645 semantic_segmentation INFO: Iters: 19880/150000 || Lr: 0.017598 || Task Loss: 0.7341 || KD Loss: 0.2284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:52 || Estimated Time: 2 days, 12:25:09
2023-07-24 20:00:24,081 semantic_segmentation INFO: Iters: 19890/150000 || Lr: 0.017597 || Task Loss: 0.7463 || KD Loss: 0.2667|| 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: 9:14:08 || Estimated Time: 2 days, 12:24:51
2023-07-24 20:00:40,618 semantic_segmentation INFO: Iters: 19900/150000 || Lr: 0.017595 || Task Loss: 0.5710 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:25 || Estimated Time: 2 days, 12:24:33
2023-07-24 20:00:57,014 semantic_segmentation INFO: Iters: 19910/150000 || Lr: 0.017594 || Task Loss: 0.4295 || KD Loss: 0.1101|| 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: 9:14:41 || Estimated Time: 2 days, 12:24:14
2023-07-24 20:01:13,388 semantic_segmentation INFO: Iters: 19920/150000 || Lr: 0.017593 || Task Loss: 0.7253 || KD Loss: 0.3261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:57 || Estimated Time: 2 days, 12:23:55
2023-07-24 20:01:29,776 semantic_segmentation INFO: Iters: 19930/150000 || Lr: 0.017592 || Task Loss: 0.8834 || KD Loss: 0.3703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:14 || Estimated Time: 2 days, 12:23:36
2023-07-24 20:01:46,367 semantic_segmentation INFO: Iters: 19940/150000 || Lr: 0.017591 || Task Loss: 0.7417 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:30 || Estimated Time: 2 days, 12:23:19
2023-07-24 20:02:02,762 semantic_segmentation INFO: Iters: 19950/150000 || Lr: 0.017589 || Task Loss: 0.5692 || KD Loss: 0.1802|| 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: 9:15:47 || Estimated Time: 2 days, 12:23:00
2023-07-24 20:02:19,144 semantic_segmentation INFO: Iters: 19960/150000 || Lr: 0.017588 || Task Loss: 0.6060 || KD Loss: 0.2304|| 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: 9:16:03 || Estimated Time: 2 days, 12:22:41
2023-07-24 20:02:35,525 semantic_segmentation INFO: Iters: 19970/150000 || Lr: 0.017587 || Task Loss: 0.5282 || KD Loss: 0.1199|| 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: 9:16:20 || Estimated Time: 2 days, 12:22:22
2023-07-24 20:02:51,929 semantic_segmentation INFO: Iters: 19980/150000 || Lr: 0.017586 || Task Loss: 0.6645 || KD Loss: 0.2223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:22:04
2023-07-24 20:03:08,401 semantic_segmentation INFO: Iters: 19990/150000 || Lr: 0.017584 || Task Loss: 0.8982 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:52 || Estimated Time: 2 days, 12:21:45
2023-07-24 20:03:24,860 semantic_segmentation INFO: Iters: 20000/150000 || Lr: 0.017583 || Task Loss: 0.4519 || KD Loss: 0.1401|| 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: 9:17:09 || Estimated Time: 2 days, 12:21:27
2023-07-24 20:03:25,463 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:03:25,932 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.087
2023-07-24 20:03:25,950 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.132
2023-07-24 20:03:25,963 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.129
2023-07-24 20:03:25,976 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.129
2023-07-24 20:03:25,989 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.195
2023-07-24 20:03:26,001 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.942, mIoU: 0.241
2023-07-24 20:03:26,015 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.287
2023-07-24 20:03:26,028 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.295
2023-07-24 20:03:26,040 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.325
2023-07-24 20:03:26,054 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.367
2023-07-24 20:03:26,067 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.400
2023-07-24 20:03:26,081 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.446
2023-07-24 20:03:26,093 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.422
2023-07-24 20:03:26,106 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.423
2023-07-24 20:03:26,120 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.417
2023-07-24 20:03:26,132 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.934, mIoU: 0.413
2023-07-24 20:03:26,142 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.412
2023-07-24 20:03:26,154 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.412
2023-07-24 20:03:26,168 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.406
2023-07-24 20:03:26,183 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.451
2023-07-24 20:03:26,197 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.439
2023-07-24 20:03:26,212 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.436
2023-07-24 20:03:26,226 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.471
2023-07-24 20:03:26,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.477
2023-07-24 20:03:26,256 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.478
2023-07-24 20:03:26,269 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-24 20:03:26,283 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.485
2023-07-24 20:03:26,294 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.486
2023-07-24 20:03:26,308 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.474
2023-07-24 20:03:26,322 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.474
2023-07-24 20:03:26,335 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.479
2023-07-24 20:03:26,350 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.478
2023-07-24 20:03:26,364 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.490
2023-07-24 20:03:26,378 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.488
2023-07-24 20:03:26,393 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.514
2023-07-24 20:03:26,408 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.514
2023-07-24 20:03:26,421 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.513
2023-07-24 20:03:26,434 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.557
2023-07-24 20:03:26,450 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.537
2023-07-24 20:03:26,462 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.536
2023-07-24 20:03:26,475 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-24 20:03:26,489 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.571
2023-07-24 20:03:26,503 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-24 20:03:26,516 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.562
2023-07-24 20:03:26,531 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.566
2023-07-24 20:03:26,546 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.567
2023-07-24 20:03:26,559 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-24 20:03:26,571 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.572
2023-07-24 20:03:26,584 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.572
2023-07-24 20:03:26,600 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.570
2023-07-24 20:03:26,615 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-24 20:03:26,629 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.571
2023-07-24 20:03:26,641 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-24 20:03:26,656 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-24 20:03:26,670 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.573
2023-07-24 20:03:26,683 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.570
2023-07-24 20:03:26,697 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.568
2023-07-24 20:03:26,713 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.568
2023-07-24 20:03:26,726 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-24 20:03:26,740 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.580
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2023-07-24 20:03:32,354 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-24 20:03:32,381 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:03:32,395 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:03:32,410 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:03:32,425 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.898, mIoU: 0.571
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2023-07-24 20:03:32,466 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:03:32,480 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.898, mIoU: 0.574
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2023-07-24 20:03:32,550 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-24 20:03:32,564 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-24 20:03:32,579 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:03:32,594 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:03:32,609 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:03:32,619 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:03:32,632 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:03:32,647 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:03:32,661 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:03:32,674 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:03:32,687 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:03:32,700 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:03:32,714 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:03:32,729 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:03:32,743 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 20:03:32,751 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:03:32,766 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 20:03:32,780 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.900, mIoU: 0.582
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2023-07-24 20:03:32,807 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 20:03:32,821 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 20:03:32,834 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-24 20:03:32,863 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-24 20:03:32,878 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:03:32,892 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:03:32,907 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:03:32,923 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 20:03:32,936 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 20:03:32,948 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 20:03:32,963 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:03:32,977 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:03:32,990 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:03:33,004 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:03:33,019 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-24 20:03:33,049 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:03:33,061 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.899, mIoU: 0.575
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2023-07-24 20:03:33,103 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:03:33,118 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:03:33,132 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:03:33,145 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:03:33,159 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:03:33,174 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:03:33,187 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:03:33,201 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:03:33,212 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 20:03:33,227 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:03:33,239 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-24 20:03:33,251 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:03:33,263 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:03:33,277 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-24 20:03:33,292 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.898, mIoU: 0.583
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2023-07-24 20:03:33,320 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:03:33,329 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:03:33,343 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:03:33,357 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:03:33,372 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-24 20:03:33,454 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:03:33,468 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:03:33,479 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 20:03:33,492 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.899, mIoU: 0.586
2023-07-24 20:03:33,506 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 20:03:33,519 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:03:33,533 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:03:33,545 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.899, mIoU: 0.587
2023-07-24 20:03:33,559 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 20:03:33,574 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 20:03:33,589 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 20:03:33,601 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.899, mIoU: 0.588
2023-07-24 20:03:33,616 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 20:03:33,631 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 20:03:33,643 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.899, mIoU: 0.590
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2023-07-24 20:03:33,686 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.899, mIoU: 0.589
2023-07-24 20:03:33,700 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.900, mIoU: 0.589
2023-07-24 20:03:33,713 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 20:03:33,728 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-24 20:03:33,742 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.900, mIoU: 0.590
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2023-07-24 20:03:33,768 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.589
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2023-07-24 20:03:33,854 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-24 20:03:34,006 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-24 20:03:34,020 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.901, mIoU: 0.593
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2023-07-24 20:03:35,001 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-24 20:03:35,013 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,026 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,040 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,055 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 20:03:35,070 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,082 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,096 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,112 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 20:03:35,126 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 20:03:35,139 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 20:03:35,152 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,159 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,174 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,189 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,203 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,218 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,233 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,247 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,263 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,277 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,289 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,303 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 20:03:35,317 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 20:03:35,331 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-24 20:03:35,346 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 20:03:35,357 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 20:03:35,370 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.594
2023-07-24 20:03:35,382 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 20:03:35,396 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,409 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,422 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-24 20:03:35,436 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,450 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,465 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,476 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,489 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 20:03:35,502 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.901, mIoU: 0.595
2023-07-24 20:03:35,513 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.902, mIoU: 0.595
2023-07-24 20:03:35,528 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,542 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,557 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,571 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,585 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,600 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,612 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,627 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,641 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,657 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,672 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,687 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 20:03:35,701 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 20:03:35,714 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 20:03:35,726 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 20:03:35,738 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,752 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-24 20:03:35,768 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-24 20:03:35,780 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,793 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,809 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,823 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,838 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,853 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,869 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,883 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,898 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,911 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:35,926 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,941 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,955 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,971 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,985 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:35,999 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,014 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,026 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,038 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,053 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,067 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 20:03:36,081 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 20:03:36,095 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-24 20:03:36,106 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,119 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,132 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,144 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 20:03:36,158 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 20:03:36,174 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 20:03:36,186 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 20:03:36,201 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 20:03:36,214 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 20:03:36,229 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 20:03:36,244 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,257 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,270 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,284 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,299 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,312 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,326 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,341 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 20:03:36,355 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 20:03:36,368 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 20:03:36,384 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,399 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,415 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,428 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,442 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,455 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,470 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,483 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,495 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,509 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,524 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,536 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,551 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,571 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,586 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,600 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,613 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 20:03:36,625 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 20:03:36,639 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,652 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,664 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,677 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:36,692 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,705 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,718 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,732 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,747 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,761 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,777 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,789 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,802 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,817 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,831 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,845 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,860 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,873 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,885 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,897 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,912 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:36,928 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,941 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,955 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:36,965 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,978 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:36,992 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,006 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,018 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 20:03:37,033 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,045 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 20:03:37,060 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,073 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,088 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 20:03:37,100 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-24 20:03:37,115 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:37,129 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:37,142 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-24 20:03:37,157 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,171 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,186 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,200 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,215 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,229 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 20:03:37,243 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,257 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,271 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,285 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,298 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,310 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,323 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,338 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,351 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,366 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,380 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,391 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,405 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,421 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,436 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,449 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,465 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,479 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,492 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,507 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,522 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,537 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,551 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,562 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,579 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-24 20:03:37,595 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:37,610 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:37,623 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,637 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 20:03:37,651 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,666 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,679 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,692 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-24 20:03:37,705 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,718 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,731 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,745 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,757 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 20:03:37,771 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 20:03:37,783 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 20:03:37,797 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-24 20:03:37,810 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,824 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,838 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,853 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,867 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,880 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,897 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,911 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:37,927 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:37,941 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:37,951 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:37,965 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:37,977 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:37,991 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,006 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,021 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:38,033 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,048 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,062 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-24 20:03:38,076 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,092 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,107 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,120 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,135 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,150 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,164 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,177 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,191 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 20:03:38,206 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,221 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,234 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,248 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,263 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,275 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,289 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:38,303 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,315 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 20:03:38,329 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.906, mIoU: 0.607
2023-07-24 20:03:38,341 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,355 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,369 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,383 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,397 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,412 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,427 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,439 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,451 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,466 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,479 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,492 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,506 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,521 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,536 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,551 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,564 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,576 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,592 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,606 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,619 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,633 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,646 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,661 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,674 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,690 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,704 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:38,718 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 20:03:38,727 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 20:03:38,742 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 20:03:38,757 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,769 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,783 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,797 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,811 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,823 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,838 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,853 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:38,868 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 20:03:38,882 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 20:03:38,897 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:38,915 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:38,930 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 20:03:38,943 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 20:03:38,958 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 20:03:38,972 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 20:03:38,986 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:38,999 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,013 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,029 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 20:03:39,044 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,051 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,063 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 20:03:39,076 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,087 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,098 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,112 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,126 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,140 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,151 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,164 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,178 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,188 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,202 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:39,214 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,228 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,242 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,257 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,271 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,283 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,296 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,312 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,327 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,341 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,356 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,369 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,380 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,391 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,403 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,415 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,429 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,442 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,456 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 20:03:39,471 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,486 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 20:03:39,499 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-24 20:03:39,514 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 20:03:39,528 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,542 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,557 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,571 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,584 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,599 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,613 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,626 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,638 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,652 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,664 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,679 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-24 20:03:39,692 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,707 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,721 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,738 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,753 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:39,766 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 20:03:39,781 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 20:03:39,795 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,810 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,825 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,838 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,850 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,864 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,879 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:39,893 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:39,909 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:39,925 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:39,940 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:39,955 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,969 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,981 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:39,996 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 20:03:40,006 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,019 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-24 20:03:40,033 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,045 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,059 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,074 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,089 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:40,103 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,118 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-24 20:03:40,133 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,147 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,159 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,173 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,186 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,200 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,214 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,226 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,240 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,253 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-24 20:03:40,267 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,281 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,296 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,310 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 20:03:40,325 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,338 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,350 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,365 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 20:03:40,377 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,390 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,406 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,420 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,435 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-24 20:03:40,505 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-24 20:03:40,544 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,559 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,573 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,587 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 20:03:40,602 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 20:03:40,616 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 20:03:40,630 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 20:03:40,644 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 20:03:40,659 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-24 20:03:40,702 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 20:03:40,714 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 20:03:40,729 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 20:03:40,744 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 20:03:40,759 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 20:03:40,771 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.614
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2023-07-24 20:03:40,859 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 20:03:40,873 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-24 20:03:40,931 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.612
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2023-07-24 20:03:41,001 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.908, mIoU: 0.613
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2023-07-24 20:03:41,081 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-24 20:03:41,106 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-24 20:03:41,135 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-24 20:03:41,267 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 20:03:41,279 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 20:03:41,291 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-24 20:03:43,144 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 20:03:43,158 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 20:03:43,173 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,186 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 20:03:43,200 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 20:03:43,214 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,227 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 20:03:43,241 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,256 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,271 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,285 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-24 20:03:43,300 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 20:03:43,315 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,329 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 20:03:43,343 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 20:03:43,357 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 20:03:43,372 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,386 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,400 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,414 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 20:03:43,428 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,441 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,453 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,467 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,481 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,494 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,508 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 20:03:43,522 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-24 20:03:43,536 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,550 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,564 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,579 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,594 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,606 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,619 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,632 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,645 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,658 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,673 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,688 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,701 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,714 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,728 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:43,740 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:43,754 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:43,769 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:43,783 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,797 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,811 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,824 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,838 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:43,852 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.610
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2023-07-24 20:03:43,879 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,893 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,908 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,920 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,934 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,948 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,963 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,978 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:43,990 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:44,004 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-24 20:03:44,018 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.611
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2023-07-24 20:03:44,046 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-24 20:03:44,058 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,072 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,087 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,101 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,115 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,129 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,143 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,157 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,167 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,181 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,193 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 20:03:44,322 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-24 20:03:44,353 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-24 20:03:44,462 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.906, mIoU: 0.612
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2023-07-24 20:03:44,487 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,501 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,515 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,528 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,540 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,552 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,565 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 20:03:44,579 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,592 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 20:03:44,604 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 20:03:44,686 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 20:03:44,731 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.906, mIoU: 0.611
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2023-07-24 20:03:44,836 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.610
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2023-07-24 20:03:44,867 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.610
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2023-07-24 20:03:45,082 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.606
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2023-07-24 20:03:45,139 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,153 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-24 20:03:45,279 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,292 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.904, mIoU: 0.605
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2023-07-24 20:03:45,828 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,842 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,854 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,868 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,882 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-24 20:03:45,896 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 20:03:45,911 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 20:03:45,923 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 20:03:45,937 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-24 20:03:45,951 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 20:03:45,966 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-24 20:04:02,278 semantic_segmentation INFO: Iters: 20010/150000 || Lr: 0.017582 || Task Loss: 0.4119 || KD Loss: 0.1000|| 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: 9:17:46 || Estimated Time: 2 days, 12:23:25
2023-07-24 20:04:18,616 semantic_segmentation INFO: Iters: 20020/150000 || Lr: 0.017581 || Task Loss: 0.4683 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:03 || Estimated Time: 2 days, 12:23:06
2023-07-24 20:04:35,001 semantic_segmentation INFO: Iters: 20030/150000 || Lr: 0.017580 || Task Loss: 0.5837 || KD Loss: 0.1870|| 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: 9:18:19 || Estimated Time: 2 days, 12:22:46
2023-07-24 20:04:51,387 semantic_segmentation INFO: Iters: 20040/150000 || Lr: 0.017578 || Task Loss: 0.7525 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:22:28
2023-07-24 20:05:07,800 semantic_segmentation INFO: Iters: 20050/150000 || Lr: 0.017577 || Task Loss: 0.5384 || KD Loss: 0.1417|| 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: 9:18:52 || Estimated Time: 2 days, 12:22:09
2023-07-24 20:05:24,147 semantic_segmentation INFO: Iters: 20060/150000 || Lr: 0.017576 || Task Loss: 0.5402 || KD Loss: 0.1697|| 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: 9:19:08 || Estimated Time: 2 days, 12:21:50
2023-07-24 20:05:40,435 semantic_segmentation INFO: Iters: 20070/150000 || Lr: 0.017575 || Task Loss: 0.5313 || KD Loss: 0.1411|| 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: 9:19:24 || Estimated Time: 2 days, 12:21:30
2023-07-24 20:05:56,828 semantic_segmentation INFO: Iters: 20080/150000 || Lr: 0.017574 || Task Loss: 0.8443 || KD Loss: 0.2876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2818|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:41 || Estimated Time: 2 days, 12:21:11
2023-07-24 20:06:13,733 semantic_segmentation INFO: Iters: 20090/150000 || Lr: 0.017572 || Task Loss: 0.4358 || KD Loss: 0.1113|| 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: 9:19:58 || Estimated Time: 2 days, 12:20:55
2023-07-24 20:06:32,857 semantic_segmentation INFO: Iters: 20100/150000 || Lr: 0.017571 || Task Loss: 1.3447 || KD Loss: 0.6055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2893|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:17 || Estimated Time: 2 days, 12:20:54
2023-07-24 20:06:49,163 semantic_segmentation INFO: Iters: 20110/150000 || Lr: 0.017570 || Task Loss: 0.6190 || KD Loss: 0.2329|| 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: 9:20:33 || Estimated Time: 2 days, 12:20:35
2023-07-24 20:07:05,495 semantic_segmentation INFO: Iters: 20120/150000 || Lr: 0.017569 || Task Loss: 0.5990 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:49 || Estimated Time: 2 days, 12:20:16
2023-07-24 20:07:21,768 semantic_segmentation INFO: Iters: 20130/150000 || Lr: 0.017567 || Task Loss: 0.5447 || KD Loss: 0.1462|| 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: 9:21:06 || Estimated Time: 2 days, 12:19:56
2023-07-24 20:07:38,080 semantic_segmentation INFO: Iters: 20140/150000 || Lr: 0.017566 || Task Loss: 0.5536 || KD Loss: 0.1477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:22 || Estimated Time: 2 days, 12:19:37
2023-07-24 20:07:54,374 semantic_segmentation INFO: Iters: 20150/150000 || Lr: 0.017565 || Task Loss: 0.9887 || KD Loss: 0.4648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:38 || Estimated Time: 2 days, 12:19:17
2023-07-24 20:08:10,754 semantic_segmentation INFO: Iters: 20160/150000 || Lr: 0.017564 || Task Loss: 0.6657 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:55 || Estimated Time: 2 days, 12:18:58
2023-07-24 20:08:27,168 semantic_segmentation INFO: Iters: 20170/150000 || Lr: 0.017563 || Task Loss: 0.6394 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:11 || Estimated Time: 2 days, 12:18:40
2023-07-24 20:08:43,502 semantic_segmentation INFO: Iters: 20180/150000 || Lr: 0.017561 || Task Loss: 0.9945 || KD Loss: 0.3737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:27 || Estimated Time: 2 days, 12:18:20
2023-07-24 20:08:59,913 semantic_segmentation INFO: Iters: 20190/150000 || Lr: 0.017560 || Task Loss: 0.4939 || KD Loss: 0.1701|| 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: 9:22:44 || Estimated Time: 2 days, 12:18:02
2023-07-24 20:09:16,306 semantic_segmentation INFO: Iters: 20200/150000 || Lr: 0.017559 || Task Loss: 0.2794 || KD Loss: 0.0635|| 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: 9:23:00 || Estimated Time: 2 days, 12:17:43
2023-07-24 20:09:32,686 semantic_segmentation INFO: Iters: 20210/150000 || Lr: 0.017558 || Task Loss: 0.7270 || KD Loss: 0.1420|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:17 || Estimated Time: 2 days, 12:17:24
2023-07-24 20:09:49,076 semantic_segmentation INFO: Iters: 20220/150000 || Lr: 0.017556 || Task Loss: 0.5774 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:23:33 || Estimated Time: 2 days, 12:17:05
2023-07-24 20:10:05,449 semantic_segmentation INFO: Iters: 20230/150000 || Lr: 0.017555 || Task Loss: 0.5441 || KD Loss: 0.1602|| 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: 9:23:49 || Estimated Time: 2 days, 12:16:46
2023-07-24 20:10:21,846 semantic_segmentation INFO: Iters: 20240/150000 || Lr: 0.017554 || Task Loss: 0.7088 || KD Loss: 0.2959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:06 || Estimated Time: 2 days, 12:16:27
2023-07-24 20:10:38,215 semantic_segmentation INFO: Iters: 20250/150000 || Lr: 0.017553 || Task Loss: 0.4110 || KD Loss: 0.1013|| 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: 9:24:22 || Estimated Time: 2 days, 12:16:08
2023-07-24 20:10:54,600 semantic_segmentation INFO: Iters: 20260/150000 || Lr: 0.017552 || Task Loss: 0.6651 || KD Loss: 0.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:39 || Estimated Time: 2 days, 12:15:49
2023-07-24 20:11:11,145 semantic_segmentation INFO: Iters: 20270/150000 || Lr: 0.017550 || Task Loss: 0.5023 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:15:31
2023-07-24 20:11:27,571 semantic_segmentation INFO: Iters: 20280/150000 || Lr: 0.017549 || Task Loss: 0.7461 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:12 || Estimated Time: 2 days, 12:15:13
2023-07-24 20:11:43,977 semantic_segmentation INFO: Iters: 20290/150000 || Lr: 0.017548 || Task Loss: 0.7941 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:25:28 || Estimated Time: 2 days, 12:14:54
2023-07-24 20:12:00,346 semantic_segmentation INFO: Iters: 20300/150000 || Lr: 0.017547 || Task Loss: 0.5219 || KD Loss: 0.1558|| 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: 9:25:44 || Estimated Time: 2 days, 12:14:35
2023-07-24 20:12:16,731 semantic_segmentation INFO: Iters: 20310/150000 || Lr: 0.017546 || Task Loss: 0.7582 || KD Loss: 0.2268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:01 || Estimated Time: 2 days, 12:14:16
2023-07-24 20:12:33,107 semantic_segmentation INFO: Iters: 20320/150000 || Lr: 0.017544 || Task Loss: 0.5689 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:17 || Estimated Time: 2 days, 12:13:57
2023-07-24 20:12:49,513 semantic_segmentation INFO: Iters: 20330/150000 || Lr: 0.017543 || Task Loss: 0.6236 || KD Loss: 0.2231|| 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: 9:26:33 || Estimated Time: 2 days, 12:13:39
2023-07-24 20:13:05,879 semantic_segmentation INFO: Iters: 20340/150000 || Lr: 0.017542 || Task Loss: 0.4899 || KD Loss: 0.1508|| 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: 9:26:50 || Estimated Time: 2 days, 12:13:20
2023-07-24 20:13:22,217 semantic_segmentation INFO: Iters: 20350/150000 || Lr: 0.017541 || Task Loss: 0.7355 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:06 || Estimated Time: 2 days, 12:13:01
2023-07-24 20:13:38,546 semantic_segmentation INFO: Iters: 20360/150000 || Lr: 0.017539 || Task Loss: 0.6112 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:23 || Estimated Time: 2 days, 12:12:41
2023-07-24 20:13:54,758 semantic_segmentation INFO: Iters: 20370/150000 || Lr: 0.017538 || Task Loss: 0.6346 || KD Loss: 0.2180|| 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: 9:27:39 || Estimated Time: 2 days, 12:12:21
2023-07-24 20:14:11,114 semantic_segmentation INFO: Iters: 20380/150000 || Lr: 0.017537 || Task Loss: 0.9715 || KD Loss: 0.2954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:55 || Estimated Time: 2 days, 12:12:02
2023-07-24 20:14:27,447 semantic_segmentation INFO: Iters: 20390/150000 || Lr: 0.017536 || Task Loss: 0.9350 || KD Loss: 0.3477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:11 || Estimated Time: 2 days, 12:11:43
2023-07-24 20:14:43,727 semantic_segmentation INFO: Iters: 20400/150000 || Lr: 0.017535 || Task Loss: 0.5360 || KD Loss: 0.1212|| 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: 9:28:28 || Estimated Time: 2 days, 12:11:24
2023-07-24 20:14:59,955 semantic_segmentation INFO: Iters: 20410/150000 || Lr: 0.017533 || Task Loss: 1.1223 || KD Loss: 0.4215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2972|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:28:44 || Estimated Time: 2 days, 12:11:04
2023-07-24 20:15:16,334 semantic_segmentation INFO: Iters: 20420/150000 || Lr: 0.017532 || Task Loss: 0.7662 || KD Loss: 0.2570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:00 || Estimated Time: 2 days, 12:10:45
2023-07-24 20:15:32,706 semantic_segmentation INFO: Iters: 20430/150000 || Lr: 0.017531 || Task Loss: 0.6413 || KD Loss: 0.1883|| 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: 9:29:17 || Estimated Time: 2 days, 12:10:26
2023-07-24 20:15:48,975 semantic_segmentation INFO: Iters: 20440/150000 || Lr: 0.017530 || Task Loss: 0.6334 || KD Loss: 0.1599|| 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: 9:29:33 || Estimated Time: 2 days, 12:10:06
2023-07-24 20:16:05,258 semantic_segmentation INFO: Iters: 20450/150000 || Lr: 0.017528 || Task Loss: 0.5072 || KD Loss: 0.1541|| 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: 9:29:49 || Estimated Time: 2 days, 12:09:47
2023-07-24 20:16:21,668 semantic_segmentation INFO: Iters: 20460/150000 || Lr: 0.017527 || Task Loss: 0.5565 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:06 || Estimated Time: 2 days, 12:09:28
2023-07-24 20:16:38,038 semantic_segmentation INFO: Iters: 20470/150000 || Lr: 0.017526 || Task Loss: 0.5192 || KD Loss: 0.1648|| 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: 9:30:22 || Estimated Time: 2 days, 12:09:09
2023-07-24 20:16:54,434 semantic_segmentation INFO: Iters: 20480/150000 || Lr: 0.017525 || Task Loss: 0.7715 || KD Loss: 0.3029|| 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: 9:30:38 || Estimated Time: 2 days, 12:08:51
2023-07-24 20:17:10,811 semantic_segmentation INFO: Iters: 20490/150000 || Lr: 0.017524 || Task Loss: 0.5416 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:30:55 || Estimated Time: 2 days, 12:08:32
2023-07-24 20:17:27,194 semantic_segmentation INFO: Iters: 20500/150000 || Lr: 0.017522 || Task Loss: 0.6323 || KD Loss: 0.1998|| 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: 9:31:11 || Estimated Time: 2 days, 12:08:13
2023-07-24 20:17:43,447 semantic_segmentation INFO: Iters: 20510/150000 || Lr: 0.017521 || Task Loss: 0.6665 || KD Loss: 0.2438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:27 || Estimated Time: 2 days, 12:07:53
2023-07-24 20:17:59,776 semantic_segmentation INFO: Iters: 20520/150000 || Lr: 0.017520 || Task Loss: 0.6991 || KD Loss: 0.1896|| 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: 9:31:44 || Estimated Time: 2 days, 12:07:34
2023-07-24 20:18:16,119 semantic_segmentation INFO: Iters: 20530/150000 || Lr: 0.017519 || Task Loss: 0.5939 || KD Loss: 0.1838|| 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: 9:32:00 || Estimated Time: 2 days, 12:07:15
2023-07-24 20:18:32,560 semantic_segmentation INFO: Iters: 20540/150000 || Lr: 0.017518 || Task Loss: 0.5075 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:17 || Estimated Time: 2 days, 12:06:57
2023-07-24 20:18:48,880 semantic_segmentation INFO: Iters: 20550/150000 || Lr: 0.017516 || Task Loss: 0.4690 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:33 || Estimated Time: 2 days, 12:06:37
2023-07-24 20:19:05,157 semantic_segmentation INFO: Iters: 20560/150000 || Lr: 0.017515 || Task Loss: 0.5253 || KD Loss: 0.0928|| 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: 9:32:49 || Estimated Time: 2 days, 12:06:18
2023-07-24 20:19:21,691 semantic_segmentation INFO: Iters: 20570/150000 || Lr: 0.017514 || Task Loss: 0.5362 || KD Loss: 0.1064|| 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: 9:33:06 || Estimated Time: 2 days, 12:06:00
2023-07-24 20:19:38,079 semantic_segmentation INFO: Iters: 20580/150000 || Lr: 0.017513 || Task Loss: 0.8890 || KD Loss: 0.2961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:33:22 || Estimated Time: 2 days, 12:05:41
2023-07-24 20:19:54,446 semantic_segmentation INFO: Iters: 20590/150000 || Lr: 0.017511 || Task Loss: 0.5284 || KD Loss: 0.1754|| 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: 9:33:38 || Estimated Time: 2 days, 12:05:22
2023-07-24 20:20:10,826 semantic_segmentation INFO: Iters: 20600/150000 || Lr: 0.017510 || Task Loss: 0.5422 || KD Loss: 0.2293|| 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: 9:33:55 || Estimated Time: 2 days, 12:05:03
2023-07-24 20:20:27,232 semantic_segmentation INFO: Iters: 20610/150000 || Lr: 0.017509 || Task Loss: 0.7314 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:11 || Estimated Time: 2 days, 12:04:45
2023-07-24 20:20:43,602 semantic_segmentation INFO: Iters: 20620/150000 || Lr: 0.017508 || Task Loss: 0.6521 || KD Loss: 0.1646|| 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: 9:34:28 || Estimated Time: 2 days, 12:04:26
2023-07-24 20:21:00,023 semantic_segmentation INFO: Iters: 20630/150000 || Lr: 0.017507 || Task Loss: 0.5670 || KD Loss: 0.1957|| 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: 9:34:44 || Estimated Time: 2 days, 12:04:07
2023-07-24 20:21:16,517 semantic_segmentation INFO: Iters: 20640/150000 || Lr: 0.017505 || Task Loss: 0.4898 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:35:00 || Estimated Time: 2 days, 12:03:49
2023-07-24 20:21:32,967 semantic_segmentation INFO: Iters: 20650/150000 || Lr: 0.017504 || Task Loss: 0.6609 || KD Loss: 0.2023|| 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: 9:35:17 || Estimated Time: 2 days, 12:03:31
2023-07-24 20:21:49,349 semantic_segmentation INFO: Iters: 20660/150000 || Lr: 0.017503 || Task Loss: 0.5607 || KD Loss: 0.1225|| 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: 9:35:33 || Estimated Time: 2 days, 12:03:12
2023-07-24 20:22:05,673 semantic_segmentation INFO: Iters: 20670/150000 || Lr: 0.017502 || Task Loss: 0.5871 || KD Loss: 0.2215|| 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: 9:35:50 || Estimated Time: 2 days, 12:02:53
2023-07-24 20:22:22,119 semantic_segmentation INFO: Iters: 20680/150000 || Lr: 0.017500 || Task Loss: 1.1029 || KD Loss: 0.4060|| 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: 9:36:06 || Estimated Time: 2 days, 12:02:34
2023-07-24 20:22:38,502 semantic_segmentation INFO: Iters: 20690/150000 || Lr: 0.017499 || Task Loss: 0.5734 || KD Loss: 0.1349|| 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: 9:36:22 || Estimated Time: 2 days, 12:02:16
2023-07-24 20:22:54,890 semantic_segmentation INFO: Iters: 20700/150000 || Lr: 0.017498 || Task Loss: 0.6456 || KD Loss: 0.2573|| 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: 9:36:39 || Estimated Time: 2 days, 12:01:57
2023-07-24 20:23:11,277 semantic_segmentation INFO: Iters: 20710/150000 || Lr: 0.017497 || Task Loss: 0.5516 || KD Loss: 0.1765|| 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: 9:36:55 || Estimated Time: 2 days, 12:01:38
2023-07-24 20:23:27,578 semantic_segmentation INFO: Iters: 20720/150000 || Lr: 0.017496 || Task Loss: 0.8802 || KD Loss: 0.3088|| 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: 9:37:12 || Estimated Time: 2 days, 12:01:19
2023-07-24 20:23:43,826 semantic_segmentation INFO: Iters: 20730/150000 || Lr: 0.017494 || Task Loss: 0.6456 || KD Loss: 0.1727|| 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: 9:37:28 || Estimated Time: 2 days, 12:00:59
2023-07-24 20:24:00,156 semantic_segmentation INFO: Iters: 20740/150000 || Lr: 0.017493 || Task Loss: 0.6938 || KD Loss: 0.1807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 12:00:40
2023-07-24 20:24:16,502 semantic_segmentation INFO: Iters: 20750/150000 || Lr: 0.017492 || Task Loss: 0.4600 || KD Loss: 0.1568|| 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: 9:38:00 || Estimated Time: 2 days, 12:00:21
2023-07-24 20:24:32,805 semantic_segmentation INFO: Iters: 20760/150000 || Lr: 0.017491 || Task Loss: 0.9992 || KD Loss: 0.4701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:17 || Estimated Time: 2 days, 12:00:02
2023-07-24 20:24:49,068 semantic_segmentation INFO: Iters: 20770/150000 || Lr: 0.017490 || Task Loss: 0.7423 || KD Loss: 0.2115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:33 || Estimated Time: 2 days, 11:59:42
2023-07-24 20:25:05,444 semantic_segmentation INFO: Iters: 20780/150000 || Lr: 0.017488 || Task Loss: 0.6813 || KD Loss: 0.2469|| 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: 9:38:49 || Estimated Time: 2 days, 11:59:24
2023-07-24 20:25:21,727 semantic_segmentation INFO: Iters: 20790/150000 || Lr: 0.017487 || Task Loss: 0.5428 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:06 || Estimated Time: 2 days, 11:59:04
2023-07-24 20:25:38,101 semantic_segmentation INFO: Iters: 20800/150000 || Lr: 0.017486 || Task Loss: 0.6019 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:22 || Estimated Time: 2 days, 11:58:46
2023-07-24 20:25:38,213 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:25:38,651 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.946, mIoU: 0.073
2023-07-24 20:25:38,685 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.923, mIoU: 0.111
2023-07-24 20:25:38,698 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.927, mIoU: 0.123
2023-07-24 20:25:38,712 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.926, mIoU: 0.122
2023-07-24 20:25:38,725 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.908, mIoU: 0.189
2023-07-24 20:25:38,737 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.868, mIoU: 0.190
2023-07-24 20:25:38,751 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.863, mIoU: 0.215
2023-07-24 20:25:38,765 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.877, mIoU: 0.220
2023-07-24 20:25:38,777 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.887, mIoU: 0.260
2023-07-24 20:25:38,791 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.892, mIoU: 0.301
2023-07-24 20:25:38,805 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.882, mIoU: 0.313
2023-07-24 20:25:38,819 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.893, mIoU: 0.360
2023-07-24 20:25:38,832 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.858, mIoU: 0.316
2023-07-24 20:25:38,845 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.864, mIoU: 0.328
2023-07-24 20:25:38,859 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.860, mIoU: 0.321
2023-07-24 20:25:38,871 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.863, mIoU: 0.315
2023-07-24 20:25:38,882 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.856, mIoU: 0.300
2023-07-24 20:25:38,894 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.862, mIoU: 0.302
2023-07-24 20:25:38,908 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.867, mIoU: 0.310
2023-07-24 20:25:38,923 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.870, mIoU: 0.353
2023-07-24 20:25:38,936 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.864, mIoU: 0.351
2023-07-24 20:25:38,951 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.868, mIoU: 0.363
2023-07-24 20:25:38,965 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.865, mIoU: 0.386
2023-07-24 20:25:38,980 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.871, mIoU: 0.388
2023-07-24 20:25:38,995 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.875, mIoU: 0.387
2023-07-24 20:25:39,008 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.876, mIoU: 0.398
2023-07-24 20:25:39,022 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.879, mIoU: 0.401
2023-07-24 20:25:39,033 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.882, mIoU: 0.402
2023-07-24 20:25:39,047 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.878, mIoU: 0.394
2023-07-24 20:25:39,061 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.883, mIoU: 0.394
2023-07-24 20:25:39,074 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.886, mIoU: 0.409
2023-07-24 20:25:39,088 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.889, mIoU: 0.409
2023-07-24 20:25:39,103 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.892, mIoU: 0.417
2023-07-24 20:25:39,117 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.414
2023-07-24 20:25:39,131 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.431
2023-07-24 20:25:39,145 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.432
2023-07-24 20:25:39,159 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.433
2023-07-24 20:25:39,172 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.901, mIoU: 0.478
2023-07-24 20:25:39,187 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.898, mIoU: 0.470
2023-07-24 20:25:39,199 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-24 20:25:39,211 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.900, mIoU: 0.500
2023-07-24 20:25:39,226 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-24 20:25:39,241 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.901, mIoU: 0.496
2023-07-24 20:25:39,255 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-24 20:25:39,269 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.902, mIoU: 0.505
2023-07-24 20:25:39,283 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.904, mIoU: 0.508
2023-07-24 20:25:39,296 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.905, mIoU: 0.512
2023-07-24 20:25:39,308 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.906, mIoU: 0.513
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2023-07-24 20:25:39,824 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.881, mIoU: 0.526
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2023-07-24 20:25:44,721 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.888, mIoU: 0.516
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2023-07-24 20:25:44,790 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.889, mIoU: 0.517
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2023-07-24 20:25:44,819 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-24 20:25:44,833 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-24 20:25:44,848 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.889, mIoU: 0.520
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2023-07-24 20:25:44,961 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.889, mIoU: 0.516
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2023-07-24 20:25:44,992 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.888, mIoU: 0.515
2023-07-24 20:25:45,005 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.888, mIoU: 0.516
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2023-07-24 20:25:45,135 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.889, mIoU: 0.518
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2023-07-24 20:25:45,181 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.889, mIoU: 0.518
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2023-07-24 20:25:45,221 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.890, mIoU: 0.519
2023-07-24 20:25:45,236 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.889, mIoU: 0.521
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2023-07-24 20:25:45,491 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.891, mIoU: 0.527
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2023-07-24 20:25:45,562 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.892, mIoU: 0.529
2023-07-24 20:25:45,577 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.892, mIoU: 0.530
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2023-07-24 20:25:45,815 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.893, mIoU: 0.529
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2023-07-24 20:25:45,844 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.893, mIoU: 0.529
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2023-07-24 20:25:45,874 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.893, mIoU: 0.531
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2023-07-24 20:25:45,918 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.893, mIoU: 0.529
2023-07-24 20:25:45,932 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.893, mIoU: 0.529
2023-07-24 20:25:45,948 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.893, mIoU: 0.530
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2023-07-24 20:25:45,976 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.892, mIoU: 0.528
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2023-07-24 20:25:46,018 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.892, mIoU: 0.528
2023-07-24 20:25:46,032 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.528
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2023-07-24 20:25:46,381 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.892, mIoU: 0.535
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2023-07-24 20:25:46,423 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.892, mIoU: 0.538
2023-07-24 20:25:46,438 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.893, mIoU: 0.539
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2023-07-24 20:25:46,482 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.893, mIoU: 0.541
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2023-07-24 20:25:47,304 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-24 20:25:47,318 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-24 20:25:47,330 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-24 20:25:47,345 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-24 20:25:47,358 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.895, mIoU: 0.545
2023-07-24 20:25:47,372 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 20:25:47,386 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.895, mIoU: 0.543
2023-07-24 20:25:47,401 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.895, mIoU: 0.542
2023-07-24 20:25:47,415 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.895, mIoU: 0.543
2023-07-24 20:25:47,430 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.895, mIoU: 0.543
2023-07-24 20:25:47,444 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.895, mIoU: 0.544
2023-07-24 20:25:47,458 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.895, mIoU: 0.544
2023-07-24 20:25:47,472 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,486 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,500 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-24 20:25:47,517 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-24 20:25:47,532 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,547 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-24 20:25:47,556 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.895, mIoU: 0.547
2023-07-24 20:25:47,569 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,584 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,596 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,611 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,624 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,637 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.895, mIoU: 0.546
2023-07-24 20:25:47,652 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-24 20:25:47,667 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-24 20:25:47,682 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.896, mIoU: 0.547
2023-07-24 20:25:47,697 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,710 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,724 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,737 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,750 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,765 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,780 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,794 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,808 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,823 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.896, mIoU: 0.547
2023-07-24 20:25:47,835 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,850 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.896, mIoU: 0.548
2023-07-24 20:25:47,864 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 20:25:47,877 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 20:25:47,890 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.896, mIoU: 0.550
2023-07-24 20:25:47,903 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.896, mIoU: 0.550
2023-07-24 20:25:47,919 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 20:25:47,933 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 20:25:47,946 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.896, mIoU: 0.550
2023-07-24 20:25:47,960 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:47,974 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:47,989 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:48,001 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:48,014 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:48,021 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.897, mIoU: 0.551
2023-07-24 20:25:48,036 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 20:25:48,051 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.897, mIoU: 0.551
2023-07-24 20:25:48,066 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.897, mIoU: 0.551
2023-07-24 20:25:48,082 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 20:25:48,096 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 20:25:48,112 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 20:25:48,128 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 20:25:48,143 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 20:25:48,155 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 20:25:48,170 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 20:25:48,184 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 20:25:48,199 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 20:25:48,213 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 20:25:48,226 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 20:25:48,238 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 20:25:48,250 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 20:25:48,263 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 20:25:48,276 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 20:25:48,290 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 20:25:48,302 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 20:25:48,316 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 20:25:48,331 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 20:25:48,342 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,355 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,367 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,377 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,391 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,405 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,419 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,433 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,447 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,461 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,474 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,488 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,503 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.900, mIoU: 0.559
2023-07-24 20:25:48,519 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.900, mIoU: 0.559
2023-07-24 20:25:48,534 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,548 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.900, mIoU: 0.560
2023-07-24 20:25:48,563 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.900, mIoU: 0.560
2023-07-24 20:25:48,575 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.900, mIoU: 0.559
2023-07-24 20:25:48,588 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,600 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,615 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,631 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,644 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,657 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,671 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,686 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,700 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,715 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,730 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,742 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,757 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,769 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,783 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,798 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.558
2023-07-24 20:25:48,811 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,827 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,840 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,856 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,871 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,883 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.559
2023-07-24 20:25:48,897 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,912 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 20:25:48,927 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,942 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-24 20:25:48,957 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 20:25:48,968 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 20:25:48,981 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:48,996 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:49,009 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 20:25:49,023 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.559
2023-07-24 20:25:49,039 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.561
2023-07-24 20:25:49,052 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.561
2023-07-24 20:25:49,067 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.561
2023-07-24 20:25:49,079 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.561
2023-07-24 20:25:49,094 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,109 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,122 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,135 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,149 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,164 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,177 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,191 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,206 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,219 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,232 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,246 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,261 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,278 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,293 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,308 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,321 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,336 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,348 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,361 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,376 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,390 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,403 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,418 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,433 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,448 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-24 20:25:49,463 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-24 20:25:49,476 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.564
2023-07-24 20:25:49,488 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:49,502 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:49,514 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:49,527 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:49,539 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:49,554 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,567 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,579 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,593 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,608 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,624 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,639 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,652 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,664 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,679 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,694 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.566
2023-07-24 20:25:49,709 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,724 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:49,736 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:49,749 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,760 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,775 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,790 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:49,804 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,818 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:49,829 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,842 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,856 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:49,870 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,883 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,897 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.562
2023-07-24 20:25:49,910 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:49,924 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:49,937 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:49,951 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:49,964 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,978 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:49,992 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.900, mIoU: 0.562
2023-07-24 20:25:50,004 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:50,019 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:50,033 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:50,047 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:50,061 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.563
2023-07-24 20:25:50,076 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.901, mIoU: 0.563
2023-07-24 20:25:50,091 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:50,106 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:50,120 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:50,135 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.901, mIoU: 0.564
2023-07-24 20:25:50,150 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:50,163 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:50,176 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,188 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,204 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,217 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.900, mIoU: 0.565
2023-07-24 20:25:50,233 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.901, mIoU: 0.565
2023-07-24 20:25:50,248 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,259 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,273 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,289 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,304 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,319 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,335 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,349 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,361 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,375 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.901, mIoU: 0.566
2023-07-24 20:25:50,390 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.901, mIoU: 0.567
2023-07-24 20:25:50,404 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,416 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,427 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,443 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,457 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:50,472 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,484 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,498 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,513 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,528 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,542 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,555 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,570 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,583 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,597 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,611 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,625 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,640 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,653 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,668 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,684 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,699 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:50,713 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:50,728 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:50,742 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:50,756 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,772 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,786 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,801 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,816 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,826 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,840 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,852 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,867 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,882 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,897 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,909 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:50,923 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,937 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,950 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,965 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,980 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:50,992 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,007 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,020 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,034 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,047 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,060 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,074 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,089 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,102 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,117 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,132 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,145 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,159 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,173 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,186 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,200 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,213 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,226 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,241 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,256 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:51,271 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,285 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.568
2023-07-24 20:25:51,300 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,312 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,325 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,340 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,352 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,365 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,379 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,393 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,407 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,421 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,433 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,446 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,461 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,474 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,487 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,501 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,513 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,528 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,541 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,556 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,571 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,585 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,594 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,609 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,625 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,637 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,651 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,665 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,679 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,691 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,706 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.903, mIoU: 0.568
2023-07-24 20:25:51,720 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.903, mIoU: 0.568
2023-07-24 20:25:51,735 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.903, mIoU: 0.568
2023-07-24 20:25:51,750 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,764 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,780 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,796 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,809 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-24 20:25:51,823 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-24 20:25:51,838 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-24 20:25:51,852 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.902, mIoU: 0.567
2023-07-24 20:25:51,864 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,879 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.902, mIoU: 0.568
2023-07-24 20:25:51,894 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.903, mIoU: 0.569
2023-07-24 20:25:51,909 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,915 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,928 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,940 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.903, mIoU: 0.569
2023-07-24 20:25:51,952 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.902, mIoU: 0.569
2023-07-24 20:25:51,963 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.903, mIoU: 0.569
2023-07-24 20:25:51,977 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:51,990 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,005 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,016 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,028 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,042 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,052 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,067 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,079 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:52,093 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,107 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,122 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,136 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,147 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,159 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,174 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,188 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,202 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,216 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,229 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,239 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,251 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,263 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,274 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,288 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,300 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,314 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,329 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,346 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,361 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,376 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,390 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,405 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,420 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,433 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,447 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,462 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,477 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,490 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,502 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,517 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,529 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,545 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,557 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,572 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,586 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,603 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,619 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,632 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,647 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.904, mIoU: 0.573
2023-07-24 20:25:52,661 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,675 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,690 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,702 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,715 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,729 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,744 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.904, mIoU: 0.575
2023-07-24 20:25:52,758 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.904, mIoU: 0.575
2023-07-24 20:25:52,774 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,789 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,804 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,819 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,833 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,846 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.904, mIoU: 0.574
2023-07-24 20:25:52,861 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,871 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,884 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,899 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.903, mIoU: 0.574
2023-07-24 20:25:52,911 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.903, mIoU: 0.573
2023-07-24 20:25:52,925 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,940 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:52,956 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.903, mIoU: 0.570
2023-07-24 20:25:52,971 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:52,986 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,000 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.903, mIoU: 0.572
2023-07-24 20:25:53,020 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,032 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,046 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,058 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,072 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,087 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,099 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,113 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,126 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.903, mIoU: 0.571
2023-07-24 20:25:53,140 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,154 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,169 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,183 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,197 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,210 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,221 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,236 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,248 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,261 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,275 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,290 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,304 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,317 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,329 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,344 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,360 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,378 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,391 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,404 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,418 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,433 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.902, mIoU: 0.570
2023-07-24 20:25:53,449 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,464 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,479 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,494 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,508 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.902, mIoU: 0.571
2023-07-24 20:25:53,522 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,537 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.902, mIoU: 0.572
2023-07-24 20:25:53,551 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,565 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.901, mIoU: 0.569
2023-07-24 20:25:53,579 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,591 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,606 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,621 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,636 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,647 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,661 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,675 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,690 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,702 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,716 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,730 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,744 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,758 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,773 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.901, mIoU: 0.570
2023-07-24 20:25:53,788 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,801 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,815 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,831 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,843 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,858 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,870 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,878 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.900, mIoU: 0.570
2023-07-24 20:25:53,893 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,907 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,919 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:53,934 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:53,949 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:53,961 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:53,975 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:53,991 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,007 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,022 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,039 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.900, mIoU: 0.568
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2023-07-24 20:25:54,071 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,085 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,098 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,113 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,129 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,144 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.900, mIoU: 0.569
2023-07-24 20:25:54,156 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.900, mIoU: 0.568
2023-07-24 20:25:54,169 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,183 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,197 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,211 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,225 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,238 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,252 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,265 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,278 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,292 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,307 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,321 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,335 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,347 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,362 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,377 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,393 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,407 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,419 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.899, mIoU: 0.566
2023-07-24 20:25:54,434 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,447 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,459 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,472 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,486 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,500 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,515 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-24 20:25:54,529 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,540 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,552 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,567 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.900, mIoU: 0.568
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2023-07-24 20:25:54,713 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.900, mIoU: 0.567
2023-07-24 20:25:54,726 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.899, mIoU: 0.567
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2023-07-24 20:25:54,863 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.900, mIoU: 0.569
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2023-07-24 20:25:55,396 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.898, mIoU: 0.567
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2023-07-24 20:25:55,439 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,455 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,470 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,482 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,496 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,511 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,522 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,537 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,552 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,566 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,579 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,592 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,606 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:25:55,620 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,634 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,647 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,662 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,674 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,687 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:25:55,702 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,716 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,731 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,745 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:55,761 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:55,774 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:55,789 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:55,803 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:55,818 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:55,833 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:55,847 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:55,861 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 20:25:55,877 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,892 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,907 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:55,920 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:55,934 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:55,949 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:55,964 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.563
2023-07-24 20:25:55,977 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:55,990 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,005 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,020 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,034 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,048 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,062 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,077 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,090 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,103 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,117 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,130 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,144 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,158 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,172 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,186 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,200 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:56,214 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:56,228 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,242 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,257 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,271 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,286 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,300 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,315 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,330 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,343 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,356 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,371 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,386 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,399 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,416 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,431 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,446 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,461 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,475 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,490 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,505 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,518 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,530 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,543 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,556 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:56,569 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,583 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,598 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,611 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,623 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,637 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,649 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,662 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,677 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,692 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,706 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,720 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,733 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:56,747 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:56,761 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,773 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,788 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,803 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,818 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,830 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,846 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,861 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,875 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,890 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,902 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,917 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,931 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,945 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:56,960 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:56,972 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:56,986 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,001 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,015 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,030 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,044 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,058 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,074 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,084 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,098 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,111 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:25:57,123 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,140 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,155 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,168 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,181 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,193 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,207 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,221 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,235 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,249 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,264 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,277 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,292 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,307 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,320 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,334 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,350 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,363 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,377 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,389 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,405 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,420 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,436 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,450 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,463 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,476 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,489 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,504 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,517 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,530 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,543 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,557 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,571 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,585 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,598 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,612 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,628 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,642 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,658 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,674 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,682 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,697 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,710 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,723 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,738 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,754 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,768 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,784 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,802 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,819 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,836 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,850 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,865 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,882 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,896 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,911 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,925 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,941 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:57,954 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,967 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,982 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:57,996 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,008 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,020 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,035 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,049 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,063 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:25:58,077 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,091 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,105 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,119 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,132 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,146 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,158 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,172 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,187 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,201 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,215 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,228 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,242 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,256 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,271 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,286 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,300 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,315 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,329 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,343 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.897, mIoU: 0.564
2023-07-24 20:25:58,357 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,370 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,385 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,399 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,413 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,429 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,445 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,459 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,468 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,483 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,495 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,510 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,524 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,539 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,553 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,564 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,574 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,590 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,604 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,618 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,631 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,645 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,660 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,673 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,687 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,702 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,715 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,729 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,742 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,756 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,770 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,784 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,797 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,811 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,825 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,839 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.898, mIoU: 0.564
2023-07-24 20:25:58,854 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,867 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,880 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,894 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.898, mIoU: 0.565
2023-07-24 20:25:58,911 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:26:15,201 semantic_segmentation INFO: Iters: 20810/150000 || Lr: 0.017485 || Task Loss: 0.5361 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:59 || Estimated Time: 2 days, 12:00:35
2023-07-24 20:26:31,484 semantic_segmentation INFO: Iters: 20820/150000 || Lr: 0.017483 || Task Loss: 0.5463 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:15 || Estimated Time: 2 days, 12:00:16
2023-07-24 20:26:47,762 semantic_segmentation INFO: Iters: 20830/150000 || Lr: 0.017482 || Task Loss: 0.3988 || KD Loss: 0.0752|| 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: 9:40:32 || Estimated Time: 2 days, 11:59:56
2023-07-24 20:27:04,149 semantic_segmentation INFO: Iters: 20840/150000 || Lr: 0.017481 || Task Loss: 0.7700 || KD Loss: 0.2708|| 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: 9:40:48 || Estimated Time: 2 days, 11:59:38
2023-07-24 20:27:20,529 semantic_segmentation INFO: Iters: 20850/150000 || Lr: 0.017480 || Task Loss: 0.8042 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:05 || Estimated Time: 2 days, 11:59:19
2023-07-24 20:27:36,901 semantic_segmentation INFO: Iters: 20860/150000 || Lr: 0.017479 || Task Loss: 0.8976 || KD Loss: 0.3203|| 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: 9:41:21 || Estimated Time: 2 days, 11:59:00
2023-07-24 20:27:53,332 semantic_segmentation INFO: Iters: 20870/150000 || Lr: 0.017477 || Task Loss: 0.4263 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:37 || Estimated Time: 2 days, 11:58:41
2023-07-24 20:28:09,677 semantic_segmentation INFO: Iters: 20880/150000 || Lr: 0.017476 || Task Loss: 0.7619 || KD Loss: 0.2799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2775|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:54 || Estimated Time: 2 days, 11:58:22
2023-07-24 20:28:26,063 semantic_segmentation INFO: Iters: 20890/150000 || Lr: 0.017475 || Task Loss: 0.4175 || KD Loss: 0.1244|| 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: 9:42:10 || Estimated Time: 2 days, 11:58:03
2023-07-24 20:28:42,449 semantic_segmentation INFO: Iters: 20900/150000 || Lr: 0.017474 || Task Loss: 0.6431 || KD Loss: 0.1676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:26 || Estimated Time: 2 days, 11:57:45
2023-07-24 20:28:58,848 semantic_segmentation INFO: Iters: 20910/150000 || Lr: 0.017472 || Task Loss: 0.6182 || KD Loss: 0.1564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:43 || Estimated Time: 2 days, 11:57:26
2023-07-24 20:29:15,379 semantic_segmentation INFO: Iters: 20920/150000 || Lr: 0.017471 || Task Loss: 0.7937 || KD Loss: 0.2489|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:59 || Estimated Time: 2 days, 11:57:08
2023-07-24 20:29:34,521 semantic_segmentation INFO: Iters: 20930/150000 || Lr: 0.017470 || Task Loss: 0.4323 || KD Loss: 0.1241|| 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: 9:43:18 || Estimated Time: 2 days, 11:57:06
2023-07-24 20:29:51,668 semantic_segmentation INFO: Iters: 20940/150000 || Lr: 0.017469 || Task Loss: 0.6989 || KD Loss: 0.2428|| 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: 9:43:36 || Estimated Time: 2 days, 11:56:52
2023-07-24 20:30:08,013 semantic_segmentation INFO: Iters: 20950/150000 || Lr: 0.017468 || Task Loss: 0.4740 || KD Loss: 0.1716|| 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: 9:43:52 || Estimated Time: 2 days, 11:56:33
2023-07-24 20:30:24,257 semantic_segmentation INFO: Iters: 20960/150000 || Lr: 0.017466 || Task Loss: 0.6215 || KD Loss: 0.2487|| 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: 9:44:08 || Estimated Time: 2 days, 11:56:14
2023-07-24 20:30:40,602 semantic_segmentation INFO: Iters: 20970/150000 || Lr: 0.017465 || Task Loss: 0.4601 || KD Loss: 0.1083|| 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: 9:44:25 || Estimated Time: 2 days, 11:55:54
2023-07-24 20:30:56,898 semantic_segmentation INFO: Iters: 20980/150000 || Lr: 0.017464 || Task Loss: 0.6007 || KD Loss: 0.1810|| 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: 9:44:41 || Estimated Time: 2 days, 11:55:35
2023-07-24 20:31:13,229 semantic_segmentation INFO: Iters: 20990/150000 || Lr: 0.017463 || Task Loss: 0.5637 || KD Loss: 0.1030|| 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: 9:44:57 || Estimated Time: 2 days, 11:55:16
2023-07-24 20:31:29,760 semantic_segmentation INFO: Iters: 21000/150000 || Lr: 0.017462 || Task Loss: 0.5659 || KD Loss: 0.1571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:14 || Estimated Time: 2 days, 11:54:58
2023-07-24 20:31:46,149 semantic_segmentation INFO: Iters: 21010/150000 || Lr: 0.017460 || Task Loss: 0.6513 || KD Loss: 0.1758|| 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: 9:45:30 || Estimated Time: 2 days, 11:54:39
2023-07-24 20:32:02,525 semantic_segmentation INFO: Iters: 21020/150000 || Lr: 0.017459 || Task Loss: 1.0178 || KD Loss: 0.2970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:47 || Estimated Time: 2 days, 11:54:20
2023-07-24 20:32:18,907 semantic_segmentation INFO: Iters: 21030/150000 || Lr: 0.017458 || Task Loss: 0.8350 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:46:03 || Estimated Time: 2 days, 11:54:02
2023-07-24 20:32:35,273 semantic_segmentation INFO: Iters: 21040/150000 || Lr: 0.017457 || Task Loss: 0.8216 || KD Loss: 0.2414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:53:43
2023-07-24 20:32:51,579 semantic_segmentation INFO: Iters: 21050/150000 || Lr: 0.017455 || Task Loss: 0.9084 || KD Loss: 0.3042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2920|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:53:24
2023-07-24 20:33:07,908 semantic_segmentation INFO: Iters: 21060/150000 || Lr: 0.017454 || Task Loss: 0.6719 || KD Loss: 0.1955|| 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: 9:46:52 || Estimated Time: 2 days, 11:53:05
2023-07-24 20:33:24,240 semantic_segmentation INFO: Iters: 21070/150000 || Lr: 0.017453 || Task Loss: 0.5029 || KD Loss: 0.1537|| 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: 9:47:08 || Estimated Time: 2 days, 11:52:45
2023-07-24 20:33:40,637 semantic_segmentation INFO: Iters: 21080/150000 || Lr: 0.017452 || Task Loss: 0.6288 || KD Loss: 0.1610|| 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: 9:47:25 || Estimated Time: 2 days, 11:52:27
2023-07-24 20:33:57,014 semantic_segmentation INFO: Iters: 21090/150000 || Lr: 0.017451 || Task Loss: 0.6220 || KD Loss: 0.1676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:41 || Estimated Time: 2 days, 11:52:08
2023-07-24 20:34:13,403 semantic_segmentation INFO: Iters: 21100/150000 || Lr: 0.017449 || Task Loss: 0.5186 || KD Loss: 0.1683|| 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: 9:47:57 || Estimated Time: 2 days, 11:51:49
2023-07-24 20:34:29,788 semantic_segmentation INFO: Iters: 21110/150000 || Lr: 0.017448 || Task Loss: 0.7505 || KD Loss: 0.2427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:14 || Estimated Time: 2 days, 11:51:30
2023-07-24 20:34:46,167 semantic_segmentation INFO: Iters: 21120/150000 || Lr: 0.017447 || Task Loss: 0.9262 || KD Loss: 0.2756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:48:30 || Estimated Time: 2 days, 11:51:12
2023-07-24 20:35:02,557 semantic_segmentation INFO: Iters: 21130/150000 || Lr: 0.017446 || Task Loss: 0.5972 || KD Loss: 0.1390|| 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: 9:48:47 || Estimated Time: 2 days, 11:50:53
2023-07-24 20:35:18,930 semantic_segmentation INFO: Iters: 21140/150000 || Lr: 0.017444 || Task Loss: 0.7028 || KD Loss: 0.2540|| 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: 9:49:03 || Estimated Time: 2 days, 11:50:34
2023-07-24 20:35:35,312 semantic_segmentation INFO: Iters: 21150/150000 || Lr: 0.017443 || Task Loss: 0.5254 || KD Loss: 0.1135|| 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: 9:49:19 || Estimated Time: 2 days, 11:50:15
2023-07-24 20:35:51,627 semantic_segmentation INFO: Iters: 21160/150000 || Lr: 0.017442 || Task Loss: 0.4813 || KD Loss: 0.1380|| 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: 9:49:36 || Estimated Time: 2 days, 11:49:56
2023-07-24 20:36:07,889 semantic_segmentation INFO: Iters: 21170/150000 || Lr: 0.017441 || Task Loss: 0.7307 || KD Loss: 0.2373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:52 || Estimated Time: 2 days, 11:49:36
2023-07-24 20:36:24,149 semantic_segmentation INFO: Iters: 21180/150000 || Lr: 0.017440 || Task Loss: 0.4573 || KD Loss: 0.1157|| 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: 9:50:08 || Estimated Time: 2 days, 11:49:17
2023-07-24 20:36:40,436 semantic_segmentation INFO: Iters: 21190/150000 || Lr: 0.017438 || Task Loss: 0.6246 || KD Loss: 0.2208|| 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: 9:50:24 || Estimated Time: 2 days, 11:48:58
2023-07-24 20:36:56,824 semantic_segmentation INFO: Iters: 21200/150000 || Lr: 0.017437 || Task Loss: 0.6690 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:41 || Estimated Time: 2 days, 11:48:39
2023-07-24 20:37:13,116 semantic_segmentation INFO: Iters: 21210/150000 || Lr: 0.017436 || Task Loss: 0.8326 || KD Loss: 0.3422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:57 || Estimated Time: 2 days, 11:48:20
2023-07-24 20:37:29,380 semantic_segmentation INFO: Iters: 21220/150000 || Lr: 0.017435 || Task Loss: 0.7192 || KD Loss: 0.2479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:13 || Estimated Time: 2 days, 11:48:00
2023-07-24 20:37:45,689 semantic_segmentation INFO: Iters: 21230/150000 || Lr: 0.017433 || Task Loss: 0.5360 || KD Loss: 0.1414|| 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: 9:51:30 || Estimated Time: 2 days, 11:47:41
2023-07-24 20:38:02,015 semantic_segmentation INFO: Iters: 21240/150000 || Lr: 0.017432 || Task Loss: 0.6801 || KD Loss: 0.2648|| 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: 9:51:46 || Estimated Time: 2 days, 11:47:22
2023-07-24 20:38:18,328 semantic_segmentation INFO: Iters: 21250/150000 || Lr: 0.017431 || Task Loss: 0.6870 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:02 || Estimated Time: 2 days, 11:47:03
2023-07-24 20:38:34,724 semantic_segmentation INFO: Iters: 21260/150000 || Lr: 0.017430 || Task Loss: 0.5903 || KD Loss: 0.1555|| 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: 9:52:19 || Estimated Time: 2 days, 11:46:44
2023-07-24 20:38:51,104 semantic_segmentation INFO: Iters: 21270/150000 || Lr: 0.017429 || Task Loss: 0.4649 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:46:25
2023-07-24 20:39:07,467 semantic_segmentation INFO: Iters: 21280/150000 || Lr: 0.017427 || Task Loss: 0.6702 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:51 || Estimated Time: 2 days, 11:46:06
2023-07-24 20:39:23,767 semantic_segmentation INFO: Iters: 21290/150000 || Lr: 0.017426 || Task Loss: 0.3830 || KD Loss: 0.0975|| 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: 9:53:08 || Estimated Time: 2 days, 11:45:47
2023-07-24 20:39:40,162 semantic_segmentation INFO: Iters: 21300/150000 || Lr: 0.017425 || Task Loss: 0.6949 || KD Loss: 0.1871|| 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: 9:53:24 || Estimated Time: 2 days, 11:45:29
2023-07-24 20:39:56,582 semantic_segmentation INFO: Iters: 21310/150000 || Lr: 0.017424 || Task Loss: 0.6341 || KD Loss: 0.2481|| 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: 9:53:41 || Estimated Time: 2 days, 11:45:10
2023-07-24 20:40:13,032 semantic_segmentation INFO: Iters: 21320/150000 || Lr: 0.017423 || Task Loss: 0.6661 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:57 || Estimated Time: 2 days, 11:44:52
2023-07-24 20:40:29,400 semantic_segmentation INFO: Iters: 21330/150000 || Lr: 0.017421 || Task Loss: 0.5452 || KD Loss: 0.1759|| 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: 9:54:13 || Estimated Time: 2 days, 11:44:33
2023-07-24 20:40:45,786 semantic_segmentation INFO: Iters: 21340/150000 || Lr: 0.017420 || Task Loss: 0.5123 || KD Loss: 0.1540|| 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: 9:54:30 || Estimated Time: 2 days, 11:44:14
2023-07-24 20:41:02,142 semantic_segmentation INFO: Iters: 21350/150000 || Lr: 0.017419 || Task Loss: 0.7479 || KD Loss: 0.2305|| 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: 9:54:46 || Estimated Time: 2 days, 11:43:55
2023-07-24 20:41:18,584 semantic_segmentation INFO: Iters: 21360/150000 || Lr: 0.017418 || Task Loss: 0.5308 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:03 || Estimated Time: 2 days, 11:43:37
2023-07-24 20:41:35,151 semantic_segmentation INFO: Iters: 21370/150000 || Lr: 0.017416 || Task Loss: 0.5718 || KD Loss: 0.1850|| 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: 9:55:19 || Estimated Time: 2 days, 11:43:20
2023-07-24 20:41:51,999 semantic_segmentation INFO: Iters: 21380/150000 || Lr: 0.017415 || Task Loss: 0.6469 || KD Loss: 0.2070|| 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: 9:55:36 || Estimated Time: 2 days, 11:43:04
2023-07-24 20:42:08,552 semantic_segmentation INFO: Iters: 21390/150000 || Lr: 0.017414 || Task Loss: 0.8531 || KD Loss: 0.2980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:53 || Estimated Time: 2 days, 11:42:46
2023-07-24 20:42:25,221 semantic_segmentation INFO: Iters: 21400/150000 || Lr: 0.017413 || Task Loss: 0.9702 || KD Loss: 0.3325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:09 || Estimated Time: 2 days, 11:42:29
2023-07-24 20:42:41,893 semantic_segmentation INFO: Iters: 21410/150000 || Lr: 0.017412 || Task Loss: 0.6051 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:26 || Estimated Time: 2 days, 11:42:12
2023-07-24 20:42:58,531 semantic_segmentation INFO: Iters: 21420/150000 || Lr: 0.017410 || Task Loss: 0.5270 || KD Loss: 0.1236|| 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: 9:56:43 || Estimated Time: 2 days, 11:41:55
2023-07-24 20:43:15,096 semantic_segmentation INFO: Iters: 21430/150000 || Lr: 0.017409 || Task Loss: 0.5604 || KD Loss: 0.1283|| 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: 9:56:59 || Estimated Time: 2 days, 11:41:37
2023-07-24 20:43:31,741 semantic_segmentation INFO: Iters: 21440/150000 || Lr: 0.017408 || Task Loss: 0.6620 || KD Loss: 0.1904|| 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: 9:57:16 || Estimated Time: 2 days, 11:41:20
2023-07-24 20:43:48,381 semantic_segmentation INFO: Iters: 21450/150000 || Lr: 0.017407 || Task Loss: 0.6624 || KD Loss: 0.2179|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:32 || Estimated Time: 2 days, 11:41:03
2023-07-24 20:44:05,070 semantic_segmentation INFO: Iters: 21460/150000 || Lr: 0.017405 || Task Loss: 0.7477 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:49 || Estimated Time: 2 days, 11:40:46
2023-07-24 20:44:21,741 semantic_segmentation INFO: Iters: 21470/150000 || Lr: 0.017404 || Task Loss: 0.5484 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:06 || Estimated Time: 2 days, 11:40:29
2023-07-24 20:44:38,321 semantic_segmentation INFO: Iters: 21480/150000 || Lr: 0.017403 || Task Loss: 0.6087 || KD Loss: 0.2024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:22 || Estimated Time: 2 days, 11:40:11
2023-07-24 20:44:54,865 semantic_segmentation INFO: Iters: 21490/150000 || Lr: 0.017402 || Task Loss: 0.4771 || KD Loss: 0.1094|| 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: 9:58:39 || Estimated Time: 2 days, 11:39:54
2023-07-24 20:45:11,457 semantic_segmentation INFO: Iters: 21500/150000 || Lr: 0.017401 || Task Loss: 0.5859 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:55 || Estimated Time: 2 days, 11:39:36
2023-07-24 20:45:28,041 semantic_segmentation INFO: Iters: 21510/150000 || Lr: 0.017399 || Task Loss: 0.4379 || KD Loss: 0.1033|| 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: 9:59:12 || Estimated Time: 2 days, 11:39:19
2023-07-24 20:45:44,685 semantic_segmentation INFO: Iters: 21520/150000 || Lr: 0.017398 || Task Loss: 0.5633 || KD Loss: 0.1386|| 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: 9:59:29 || Estimated Time: 2 days, 11:39:02
2023-07-24 20:46:01,177 semantic_segmentation INFO: Iters: 21530/150000 || Lr: 0.017397 || Task Loss: 0.5131 || KD Loss: 0.1479|| 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: 9:59:45 || Estimated Time: 2 days, 11:38:43
2023-07-24 20:46:17,797 semantic_segmentation INFO: Iters: 21540/150000 || Lr: 0.017396 || Task Loss: 0.4172 || KD Loss: 0.0796|| 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: 10:00:02 || Estimated Time: 2 days, 11:38:26
2023-07-24 20:46:34,382 semantic_segmentation INFO: Iters: 21550/150000 || Lr: 0.017394 || Task Loss: 0.4811 || KD Loss: 0.0761|| 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: 10:00:18 || Estimated Time: 2 days, 11:38:09
2023-07-24 20:46:50,970 semantic_segmentation INFO: Iters: 21560/150000 || Lr: 0.017393 || Task Loss: 0.6906 || KD Loss: 0.2444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:00:35 || Estimated Time: 2 days, 11:37:51
2023-07-24 20:47:07,538 semantic_segmentation INFO: Iters: 21570/150000 || Lr: 0.017392 || Task Loss: 0.4696 || KD Loss: 0.1424|| 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: 10:00:52 || Estimated Time: 2 days, 11:37:34
2023-07-24 20:47:24,047 semantic_segmentation INFO: Iters: 21580/150000 || Lr: 0.017391 || Task Loss: 0.5505 || KD Loss: 0.1247|| 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: 10:01:08 || Estimated Time: 2 days, 11:37:16
2023-07-24 20:47:40,592 semantic_segmentation INFO: Iters: 21590/150000 || Lr: 0.017390 || Task Loss: 0.6102 || KD Loss: 0.2081|| 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: 10:01:25 || Estimated Time: 2 days, 11:36:58
2023-07-24 20:47:57,112 semantic_segmentation INFO: Iters: 21600/150000 || Lr: 0.017388 || Task Loss: 0.6171 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:41 || Estimated Time: 2 days, 11:36:40
2023-07-24 20:47:57,223 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 20:47:57,677 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.089
2023-07-24 20:47:57,704 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.131
2023-07-24 20:47:57,716 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.168
2023-07-24 20:47:57,730 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.166
2023-07-24 20:47:57,743 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.931, mIoU: 0.220
2023-07-24 20:47:57,755 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.888, mIoU: 0.220
2023-07-24 20:47:57,768 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.879, mIoU: 0.244
2023-07-24 20:47:57,782 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.891, mIoU: 0.256
2023-07-24 20:47:57,794 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.893, mIoU: 0.282
2023-07-24 20:47:57,808 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.901, mIoU: 0.327
2023-07-24 20:47:57,823 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.890, mIoU: 0.354
2023-07-24 20:47:57,838 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.894, mIoU: 0.346
2023-07-24 20:47:57,850 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.860, mIoU: 0.342
2023-07-24 20:47:57,863 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.864, mIoU: 0.324
2023-07-24 20:47:57,877 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.868, mIoU: 0.317
2023-07-24 20:47:57,890 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.872, mIoU: 0.315
2023-07-24 20:47:57,900 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.871, mIoU: 0.313
2023-07-24 20:47:57,913 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.869, mIoU: 0.311
2023-07-24 20:47:57,927 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.875, mIoU: 0.314
2023-07-24 20:47:57,942 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.874, mIoU: 0.360
2023-07-24 20:47:57,956 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.869, mIoU: 0.360
2023-07-24 20:47:57,970 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.872, mIoU: 0.364
2023-07-24 20:47:57,984 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.869, mIoU: 0.394
2023-07-24 20:47:58,006 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.874, mIoU: 0.406
2023-07-24 20:47:58,022 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.876, mIoU: 0.410
2023-07-24 20:47:58,035 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.874, mIoU: 0.407
2023-07-24 20:47:58,050 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.409
2023-07-24 20:47:58,062 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.881, mIoU: 0.410
2023-07-24 20:47:58,077 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.876, mIoU: 0.399
2023-07-24 20:47:58,091 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.881, mIoU: 0.400
2023-07-24 20:47:58,105 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.884, mIoU: 0.415
2023-07-24 20:47:58,120 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.887, mIoU: 0.414
2023-07-24 20:47:58,134 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.886, mIoU: 0.414
2023-07-24 20:47:58,149 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.884, mIoU: 0.407
2023-07-24 20:47:58,163 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.872, mIoU: 0.408
2023-07-24 20:47:58,179 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.874, mIoU: 0.409
2023-07-24 20:47:58,191 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.877, mIoU: 0.409
2023-07-24 20:47:58,204 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.880, mIoU: 0.447
2023-07-24 20:47:58,220 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.875, mIoU: 0.438
2023-07-24 20:47:58,233 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.876, mIoU: 0.437
2023-07-24 20:47:58,247 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.878, mIoU: 0.462
2023-07-24 20:47:58,261 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.879, mIoU: 0.459
2023-07-24 20:47:58,276 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.878, mIoU: 0.456
2023-07-24 20:47:58,290 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.457
2023-07-24 20:47:58,305 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.880, mIoU: 0.460
2023-07-24 20:47:58,320 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.881, mIoU: 0.463
2023-07-24 20:47:58,333 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.468
2023-07-24 20:47:58,346 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.468
2023-07-24 20:47:58,360 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.467
2023-07-24 20:47:58,377 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.885, mIoU: 0.468
2023-07-24 20:47:58,393 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.886, mIoU: 0.469
2023-07-24 20:47:58,407 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.889, mIoU: 0.469
2023-07-24 20:47:58,420 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.890, mIoU: 0.468
2023-07-24 20:47:58,435 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.890, mIoU: 0.469
2023-07-24 20:47:58,450 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.891, mIoU: 0.472
2023-07-24 20:47:58,463 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.891, mIoU: 0.473
2023-07-24 20:47:58,478 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.890, mIoU: 0.470
2023-07-24 20:47:58,496 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.892, mIoU: 0.469
2023-07-24 20:47:58,509 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.471
2023-07-24 20:47:58,523 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.892, mIoU: 0.509
2023-07-24 20:47:58,536 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.888, mIoU: 0.488
2023-07-24 20:47:58,551 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.889, mIoU: 0.486
2023-07-24 20:47:58,564 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.890, mIoU: 0.485
2023-07-24 20:47:58,583 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.892, mIoU: 0.492
2023-07-24 20:47:58,596 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.893, mIoU: 0.495
2023-07-24 20:47:58,611 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.894, mIoU: 0.495
2023-07-24 20:47:58,626 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.896, mIoU: 0.496
2023-07-24 20:47:58,640 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.897, mIoU: 0.533
2023-07-24 20:47:58,655 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.898, mIoU: 0.534
2023-07-24 20:47:58,671 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.895, mIoU: 0.533
2023-07-24 20:47:58,687 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.896, mIoU: 0.554
2023-07-24 20:47:58,701 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 20:47:58,716 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 20:47:58,731 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-24 20:47:58,746 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 20:47:58,761 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.899, mIoU: 0.542
2023-07-24 20:47:58,775 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.893, mIoU: 0.537
2023-07-24 20:47:58,785 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.892, mIoU: 0.536
2023-07-24 20:47:58,800 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.550
2023-07-24 20:47:58,815 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.891, mIoU: 0.553
2023-07-24 20:47:58,827 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-24 20:47:58,841 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-24 20:47:58,855 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.890, mIoU: 0.556
2023-07-24 20:47:58,870 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.552
2023-07-24 20:47:58,884 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.887, mIoU: 0.552
2023-07-24 20:47:58,898 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.888, mIoU: 0.555
2023-07-24 20:47:58,912 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-24 20:47:58,926 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-24 20:47:58,940 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 20:47:58,952 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-24 20:47:58,967 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.889, mIoU: 0.559
2023-07-24 20:47:58,982 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.890, mIoU: 0.559
2023-07-24 20:47:58,996 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-24 20:47:59,011 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.891, mIoU: 0.578
2023-07-24 20:47:59,026 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.889, mIoU: 0.577
2023-07-24 20:47:59,041 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.890, mIoU: 0.577
2023-07-24 20:47:59,054 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.891, mIoU: 0.577
2023-07-24 20:47:59,067 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.892, mIoU: 0.579
2023-07-24 20:47:59,082 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.892, mIoU: 0.578
2023-07-24 20:47:59,095 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.892, mIoU: 0.578
2023-07-24 20:47:59,110 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 20:47:59,124 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.893, mIoU: 0.577
2023-07-24 20:47:59,137 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-24 20:47:59,151 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.892, mIoU: 0.576
2023-07-24 20:47:59,166 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-24 20:47:59,179 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.893, mIoU: 0.576
2023-07-24 20:47:59,194 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.893, mIoU: 0.578
2023-07-24 20:47:59,209 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-24 20:47:59,222 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-24 20:47:59,234 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-24 20:47:59,247 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 20:47:59,260 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-24 20:47:59,276 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-24 20:47:59,290 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-24 20:47:59,306 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-24 20:47:59,319 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,332 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-24 20:47:59,347 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.897, mIoU: 0.580
2023-07-24 20:47:59,360 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:47:59,375 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:47:59,390 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:47:59,404 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:47:59,417 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 20:47:59,432 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-24 20:47:59,446 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.901, mIoU: 0.573
2023-07-24 20:47:59,454 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-24 20:47:59,466 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.901, mIoU: 0.575
2023-07-24 20:47:59,481 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 20:47:59,489 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 20:47:59,502 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:47:59,517 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:47:59,531 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:47:59,544 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-24 20:47:59,559 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 20:47:59,572 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:47:59,585 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:47:59,600 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:47:59,612 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:47:59,626 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:47:59,639 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.898, mIoU: 0.567
2023-07-24 20:47:59,654 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:47:59,669 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.899, mIoU: 0.570
2023-07-24 20:47:59,685 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 20:47:59,700 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:47:59,715 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.900, mIoU: 0.574
2023-07-24 20:47:59,728 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.900, mIoU: 0.572
2023-07-24 20:47:59,743 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:47:59,757 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:47:59,767 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:47:59,782 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:47:59,797 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,809 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,823 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,836 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,849 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,865 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-24 20:47:59,879 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-24 20:47:59,895 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 20:47:59,910 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-24 20:47:59,925 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 20:47:59,940 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-24 20:47:59,954 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:47:59,968 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-24 20:47:59,983 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 20:47:59,996 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 20:48:00,009 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:00,021 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:00,035 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:00,050 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.896, mIoU: 0.563
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2023-07-24 20:48:05,703 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.898, mIoU: 0.572
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2023-07-24 20:48:05,733 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.897, mIoU: 0.572
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2023-07-24 20:48:05,760 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.896, mIoU: 0.570
2023-07-24 20:48:05,773 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:05,788 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.896, mIoU: 0.569
2023-07-24 20:48:05,803 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:05,818 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 20:48:05,831 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:05,844 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,857 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,872 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.896, mIoU: 0.567
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2023-07-24 20:48:05,903 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,918 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,933 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.896, mIoU: 0.568
2023-07-24 20:48:05,946 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,961 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,977 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:05,989 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,003 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,018 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,032 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,046 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,060 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,072 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,086 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,101 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,114 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,128 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,142 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,153 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,168 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,182 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,197 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,209 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,224 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 20:48:06,238 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 20:48:06,254 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,268 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,283 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,298 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,313 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,328 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,343 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:06,356 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,370 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,385 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,400 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,413 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,428 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,442 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,456 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:48:06,471 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,487 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,502 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,517 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:06,532 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,545 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.897, mIoU: 0.571
2023-07-24 20:48:06,559 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.898, mIoU: 0.574
2023-07-24 20:48:06,573 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:06,588 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,605 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,619 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,634 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,645 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,658 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,673 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.567
2023-07-24 20:48:06,687 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.566
2023-07-24 20:48:06,701 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 20:48:06,713 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:48:06,726 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:48:06,740 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:48:06,756 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 20:48:06,770 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 20:48:06,785 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,799 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,813 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 20:48:06,826 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.897, mIoU: 0.566
2023-07-24 20:48:06,841 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,857 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.897, mIoU: 0.567
2023-07-24 20:48:06,872 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.567
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2023-07-24 20:48:06,945 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:06,960 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-24 20:48:06,986 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:06,999 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:07,014 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:07,028 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:07,041 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:07,055 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:07,070 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.569
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2023-07-24 20:48:07,097 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.897, mIoU: 0.568
2023-07-24 20:48:07,109 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:07,117 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,131 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,145 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,159 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,174 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,188 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,203 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,219 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,234 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,247 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,262 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,276 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,291 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.568
2023-07-24 20:48:07,306 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,319 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,332 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.898, mIoU: 0.569
2023-07-24 20:48:07,346 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,359 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.897, mIoU: 0.569
2023-07-24 20:48:07,372 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,385 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.570
2023-07-24 20:48:07,399 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.570
2023-07-24 20:48:07,412 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:48:07,428 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:48:07,439 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:48:07,452 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.898, mIoU: 0.571
2023-07-24 20:48:07,465 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 20:48:07,476 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.898, mIoU: 0.572
2023-07-24 20:48:07,491 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 20:48:07,505 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.573
2023-07-24 20:48:07,519 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 20:48:07,534 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 20:48:07,548 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 20:48:07,563 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 20:48:07,575 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 20:48:07,590 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 20:48:07,605 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,623 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,638 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,654 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:07,670 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:07,683 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,697 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,711 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,726 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,743 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,756 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,770 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,785 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,799 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,813 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,828 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,843 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,856 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:07,870 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.573
2023-07-24 20:48:07,883 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,897 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,911 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,925 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,940 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,952 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,967 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,982 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:07,995 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:08,008 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:08,022 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,038 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:08,053 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:08,068 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 20:48:08,080 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,093 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,107 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,120 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,135 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:08,151 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,164 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,179 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,192 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,207 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,223 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,236 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,248 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,263 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,278 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,291 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,306 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,321 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 20:48:08,335 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 20:48:08,349 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 20:48:08,364 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,379 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,395 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,408 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,422 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,435 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 20:48:08,451 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,464 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,477 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,492 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,507 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,520 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,536 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 20:48:08,551 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,567 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:08,583 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,596 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,608 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,622 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:08,635 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,648 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,660 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,675 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,689 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:08,703 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,717 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,732 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:08,746 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,761 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,774 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,787 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,801 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,815 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,830 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,846 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,860 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,873 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,884 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,900 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,916 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,931 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,945 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:08,956 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,970 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:08,985 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:09,000 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:09,013 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:09,028 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:09,041 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:09,056 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:48:09,069 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:48:09,083 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:09,096 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.898, mIoU: 0.575
2023-07-24 20:48:09,110 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:09,125 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:09,138 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:09,153 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:09,167 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,181 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,195 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,210 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,224 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,239 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,252 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,267 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,282 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,295 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,309 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,322 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,340 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,355 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,372 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,387 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,399 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,414 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,430 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,445 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,458 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,474 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:09,488 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,501 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,515 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,530 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,545 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,557 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,569 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,585 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:09,600 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:09,614 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:09,627 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:09,642 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:09,656 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:09,671 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:09,686 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,701 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,717 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,730 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:09,745 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,760 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,772 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,788 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,801 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,816 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,831 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,847 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,861 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,876 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,890 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:09,904 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,919 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,933 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,949 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,963 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,973 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,986 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:09,999 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:10,014 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:10,028 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,043 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,056 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,071 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:10,085 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,100 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,116 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,131 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:10,144 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,160 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,175 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,190 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,203 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,217 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,232 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,247 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,260 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,275 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,290 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,303 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:10,316 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,331 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:10,344 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:10,358 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:10,371 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,385 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,399 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,414 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:10,428 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:10,443 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:10,457 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:10,470 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:10,483 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:10,498 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,511 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,524 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,538 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,553 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,568 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,584 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,597 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,610 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,626 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,641 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,654 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,668 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,681 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,697 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,711 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,729 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,743 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,758 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,767 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,782 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,798 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,810 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,824 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,840 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:10,855 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.899, mIoU: 0.576
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2023-07-24 20:48:10,882 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:10,897 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:10,912 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:10,927 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:10,942 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-24 20:48:10,958 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:10,974 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:10,987 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:11,002 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:11,017 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.899, mIoU: 0.576
2023-07-24 20:48:11,032 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.899, mIoU: 0.576
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2023-07-24 20:48:11,060 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,076 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,091 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,099 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,112 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,124 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:11,137 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 20:48:11,148 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:11,162 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:11,177 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:11,191 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 20:48:11,203 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,215 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,229 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,240 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,255 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,267 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,282 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,296 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,311 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,326 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,338 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,351 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,366 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,381 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,396 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,411 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,423 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,434 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,445 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,458 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,469 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,484 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,497 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:11,512 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-24 20:48:11,527 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-24 20:48:11,542 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,556 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,571 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,586 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,601 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,616 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,630 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,644 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,659 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,674 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,686 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,699 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,714 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,727 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,744 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,757 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,772 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:11,787 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:11,804 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,820 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,833 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,849 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,864 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:11,879 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:48:11,893 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:48:11,906 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:48:11,919 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:48:11,933 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:48:11,947 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 20:48:11,962 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:48:11,976 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 20:48:11,991 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:48:12,006 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 20:48:12,020 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 20:48:12,034 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:12,046 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:12,060 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:12,071 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:12,083 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:12,098 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 20:48:12,109 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:12,124 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-24 20:48:12,139 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,154 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,170 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,186 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,200 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,215 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,228 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,243 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,256 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,270 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,285 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,298 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,313 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,325 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,340 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,355 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,370 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,384 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,398 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,411 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,423 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,437 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,450 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,462 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,477 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,491 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-24 20:48:12,505 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,518 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-24 20:48:12,530 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,545 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,561 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,576 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,589 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,602 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,617 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,632 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,646 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,661 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,676 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,690 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-24 20:48:12,704 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,719 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,734 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,751 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.574
2023-07-24 20:48:12,765 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 20:48:12,780 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 20:48:12,793 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-24 20:48:12,808 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,823 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,838 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,851 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-24 20:48:12,866 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,880 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,895 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,908 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,922 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,937 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,951 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,966 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,981 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:12,995 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,008 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,023 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,039 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,051 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,066 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,079 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,088 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,103 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,118 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,130 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,145 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-24 20:48:13,160 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,173 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,185 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,200 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,215 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,229 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,246 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,259 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,276 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,290 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,303 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.896, mIoU: 0.573
2023-07-24 20:48:13,317 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 20:48:13,332 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 20:48:13,347 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 20:48:13,360 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 20:48:13,372 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.896, mIoU: 0.574
2023-07-24 20:48:13,387 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,402 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,417 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,432 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 20:48:13,473 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,486 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:13,501 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 20:48:13,559 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-24 20:48:13,573 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-24 20:48:13,588 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.896, mIoU: 0.577
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2023-07-24 20:48:13,616 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-24 20:48:13,709 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 20:48:13,782 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-24 20:48:13,870 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:13,884 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-24 20:48:13,927 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:13,939 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.896, mIoU: 0.576
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2023-07-24 20:48:13,967 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:13,981 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:13,996 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,010 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,023 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,037 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 20:48:14,064 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:14,078 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:14,093 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,107 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,121 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,133 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,146 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,160 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,175 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,189 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,202 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:14,217 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.896, mIoU: 0.575
2023-07-24 20:48:14,234 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.896, mIoU: 0.575
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2023-07-24 20:48:14,257 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,272 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,287 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,302 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,317 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,330 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,345 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,359 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,372 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,386 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,400 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,414 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,429 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,444 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,458 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,471 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,486 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,498 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,511 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,526 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,541 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,553 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,568 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,579 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,594 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,609 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,624 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,637 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 20:48:14,652 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-24 20:48:14,668 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,683 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,695 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,710 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,724 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,735 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,750 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,766 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,781 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,794 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,806 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,820 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-24 20:48:14,833 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,849 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,861 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-24 20:48:14,876 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,888 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,901 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.896, mIoU: 0.577
2023-07-24 20:48:14,915 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,929 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,943 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.896, mIoU: 0.576
2023-07-24 20:48:14,957 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 20:48:14,973 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 20:48:14,986 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 20:48:15,002 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-24 20:48:15,032 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.575
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2023-07-24 20:48:15,074 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.574
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2023-07-24 20:48:15,177 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,189 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,202 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,221 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.572
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2023-07-24 20:48:15,263 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,277 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,292 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,304 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,317 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,331 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,345 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,358 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,372 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-24 20:48:15,386 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 20:48:15,400 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-24 20:48:15,414 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,428 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,442 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,456 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 20:48:15,471 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,485 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,513 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:15,543 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,555 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,568 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,583 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,611 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,641 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,701 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,716 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,729 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-24 20:48:15,742 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,768 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,814 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:15,839 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:15,866 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,880 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:15,910 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:15,980 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:15,993 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,008 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:16,039 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:16,096 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,110 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,123 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,138 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,153 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 20:48:16,182 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 20:48:16,195 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 20:48:16,210 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 20:48:16,255 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 20:48:16,301 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 20:48:16,311 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 20:48:16,338 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-24 20:48:16,397 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:16,464 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.894, mIoU: 0.569
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2023-07-24 20:48:16,522 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-24 20:48:16,537 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.894, mIoU: 0.568
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2023-07-24 20:48:16,717 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,731 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.893, mIoU: 0.566
2023-07-24 20:48:16,744 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,757 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,770 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,784 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,799 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,816 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,828 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:16,843 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:16,860 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:16,876 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,891 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,906 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,914 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,930 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,943 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.893, mIoU: 0.567
2023-07-24 20:48:16,955 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:16,970 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:16,985 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:16,999 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,015 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,030 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,045 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,060 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,073 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,088 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,104 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,118 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,134 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,148 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,165 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,178 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,192 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,207 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,221 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,234 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,247 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,262 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,277 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,291 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,306 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,320 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,335 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,349 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,362 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,376 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,389 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,404 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,419 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,433 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,448 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,460 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,475 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,490 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,506 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,520 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,535 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,551 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,566 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,579 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,594 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,607 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,622 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,636 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,651 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.893, mIoU: 0.563
2023-07-24 20:48:17,666 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,680 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,694 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,703 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,718 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,731 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,745 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,760 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,774 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,788 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,799 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,809 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.893, mIoU: 0.565
2023-07-24 20:48:17,827 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,842 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,857 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,870 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,885 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-24 20:48:17,900 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,913 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,928 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,944 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,959 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,974 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.564
2023-07-24 20:48:17,987 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,002 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,019 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,034 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,047 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,062 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,076 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.894, mIoU: 0.565
2023-07-24 20:48:18,090 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:18,105 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:18,117 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:18,130 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:18,144 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.566
2023-07-24 20:48:18,160 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.567
2023-07-24 20:48:34,531 semantic_segmentation INFO: Iters: 21610/150000 || Lr: 0.017387 || Task Loss: 0.6245 || KD Loss: 0.1900|| 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: 10:02:19 || Estimated Time: 2 days, 11:38:27
2023-07-24 20:48:50,968 semantic_segmentation INFO: Iters: 21620/150000 || Lr: 0.017386 || Task Loss: 0.6938 || KD Loss: 0.3243|| 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: 10:02:35 || Estimated Time: 2 days, 11:38:08
2023-07-24 20:49:07,588 semantic_segmentation INFO: Iters: 21630/150000 || Lr: 0.017385 || Task Loss: 0.5736 || KD Loss: 0.1436|| 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: 10:02:52 || Estimated Time: 2 days, 11:37:51
2023-07-24 20:49:24,145 semantic_segmentation INFO: Iters: 21640/150000 || Lr: 0.017384 || Task Loss: 0.4311 || KD Loss: 0.1188|| 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: 10:03:08 || Estimated Time: 2 days, 11:37:33
2023-07-24 20:49:40,740 semantic_segmentation INFO: Iters: 21650/150000 || Lr: 0.017382 || Task Loss: 0.4622 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:25 || Estimated Time: 2 days, 11:37:16
2023-07-24 20:49:57,711 semantic_segmentation INFO: Iters: 21660/150000 || Lr: 0.017381 || Task Loss: 0.7978 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:42 || Estimated Time: 2 days, 11:37:01
2023-07-24 20:50:14,225 semantic_segmentation INFO: Iters: 21670/150000 || Lr: 0.017380 || Task Loss: 0.5940 || KD Loss: 0.1695|| 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: 10:03:58 || Estimated Time: 2 days, 11:36:43
2023-07-24 20:50:30,777 semantic_segmentation INFO: Iters: 21680/150000 || Lr: 0.017379 || Task Loss: 0.9552 || KD Loss: 0.4028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2698|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:15 || Estimated Time: 2 days, 11:36:25
2023-07-24 20:50:47,478 semantic_segmentation INFO: Iters: 21690/150000 || Lr: 0.017377 || Task Loss: 0.6888 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:31 || Estimated Time: 2 days, 11:36:08
2023-07-24 20:51:04,059 semantic_segmentation INFO: Iters: 21700/150000 || Lr: 0.017376 || Task Loss: 0.5479 || KD Loss: 0.2187|| 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: 10:04:48 || Estimated Time: 2 days, 11:35:50
2023-07-24 20:51:20,793 semantic_segmentation INFO: Iters: 21710/150000 || Lr: 0.017375 || Task Loss: 0.5114 || KD Loss: 0.1101|| 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: 10:05:05 || Estimated Time: 2 days, 11:35:34
2023-07-24 20:51:37,265 semantic_segmentation INFO: Iters: 21720/150000 || Lr: 0.017374 || Task Loss: 0.6089 || KD Loss: 0.1968|| 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: 10:05:21 || Estimated Time: 2 days, 11:35:16
2023-07-24 20:51:53,831 semantic_segmentation INFO: Iters: 21730/150000 || Lr: 0.017373 || Task Loss: 0.5703 || KD Loss: 0.1749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:38 || Estimated Time: 2 days, 11:34:58
2023-07-24 20:52:10,399 semantic_segmentation INFO: Iters: 21740/150000 || Lr: 0.017371 || Task Loss: 1.0000 || KD Loss: 0.2922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:54 || Estimated Time: 2 days, 11:34:40
2023-07-24 20:52:26,919 semantic_segmentation INFO: Iters: 21750/150000 || Lr: 0.017370 || Task Loss: 0.5674 || KD Loss: 0.1054|| 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: 10:06:11 || Estimated Time: 2 days, 11:34:22
2023-07-24 20:52:45,170 semantic_segmentation INFO: Iters: 21760/150000 || Lr: 0.017369 || Task Loss: 0.3661 || KD Loss: 0.0638|| 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: 10:06:29 || Estimated Time: 2 days, 11:34:14
2023-07-24 20:53:03,650 semantic_segmentation INFO: Iters: 21770/150000 || Lr: 0.017368 || Task Loss: 0.5628 || KD Loss: 0.1649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:34:08
2023-07-24 20:53:20,182 semantic_segmentation INFO: Iters: 21780/150000 || Lr: 0.017366 || Task Loss: 0.4413 || KD Loss: 0.0916|| 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: 10:07:04 || Estimated Time: 2 days, 11:33:50
2023-07-24 20:53:36,758 semantic_segmentation INFO: Iters: 21790/150000 || Lr: 0.017365 || Task Loss: 0.7330 || KD Loss: 0.2959|| 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: 10:07:21 || Estimated Time: 2 days, 11:33:33
2023-07-24 20:53:53,322 semantic_segmentation INFO: Iters: 21800/150000 || Lr: 0.017364 || Task Loss: 0.8418 || KD Loss: 0.3021|| 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: 10:07:37 || Estimated Time: 2 days, 11:33:15
2023-07-24 20:54:09,828 semantic_segmentation INFO: Iters: 21810/150000 || Lr: 0.017363 || Task Loss: 0.9426 || KD Loss: 0.3423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:54 || Estimated Time: 2 days, 11:32:57
2023-07-24 20:54:26,521 semantic_segmentation INFO: Iters: 21820/150000 || Lr: 0.017362 || Task Loss: 0.5184 || KD Loss: 0.1585|| 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: 10:08:11 || Estimated Time: 2 days, 11:32:40
2023-07-24 20:54:43,157 semantic_segmentation INFO: Iters: 21830/150000 || Lr: 0.017360 || Task Loss: 0.4229 || KD Loss: 0.1240|| 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: 10:08:27 || Estimated Time: 2 days, 11:32:23
2023-07-24 20:54:59,659 semantic_segmentation INFO: Iters: 21840/150000 || Lr: 0.017359 || Task Loss: 0.9403 || KD Loss: 0.4138|| 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: 10:08:44 || Estimated Time: 2 days, 11:32:05
2023-07-24 20:55:16,244 semantic_segmentation INFO: Iters: 21850/150000 || Lr: 0.017358 || Task Loss: 0.5689 || KD Loss: 0.1962|| 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: 10:09:00 || Estimated Time: 2 days, 11:31:47
2023-07-24 20:55:32,798 semantic_segmentation INFO: Iters: 21860/150000 || Lr: 0.017357 || Task Loss: 0.6309 || KD Loss: 0.2031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2705|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:17 || Estimated Time: 2 days, 11:31:30
2023-07-24 20:55:49,389 semantic_segmentation INFO: Iters: 21870/150000 || Lr: 0.017355 || Task Loss: 0.6299 || KD Loss: 0.1609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:33 || Estimated Time: 2 days, 11:31:12
2023-07-24 20:56:06,018 semantic_segmentation INFO: Iters: 21880/150000 || Lr: 0.017354 || Task Loss: 0.4640 || KD Loss: 0.1167|| 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: 10:09:50 || Estimated Time: 2 days, 11:30:55
2023-07-24 20:56:22,535 semantic_segmentation INFO: Iters: 21890/150000 || Lr: 0.017353 || Task Loss: 0.5779 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:07 || Estimated Time: 2 days, 11:30:37
2023-07-24 20:56:39,074 semantic_segmentation INFO: Iters: 21900/150000 || Lr: 0.017352 || Task Loss: 0.7526 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:23 || Estimated Time: 2 days, 11:30:19
2023-07-24 20:56:55,508 semantic_segmentation INFO: Iters: 21910/150000 || Lr: 0.017351 || Task Loss: 0.6061 || KD Loss: 0.2256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:39 || Estimated Time: 2 days, 11:30:01
2023-07-24 20:57:11,994 semantic_segmentation INFO: Iters: 21920/150000 || Lr: 0.017349 || Task Loss: 0.8992 || KD Loss: 0.2963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:56 || Estimated Time: 2 days, 11:29:43
2023-07-24 20:57:28,441 semantic_segmentation INFO: Iters: 21930/150000 || Lr: 0.017348 || Task Loss: 0.6067 || KD Loss: 0.2104|| 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: 10:11:12 || Estimated Time: 2 days, 11:29:24
2023-07-24 20:57:44,856 semantic_segmentation INFO: Iters: 21940/150000 || Lr: 0.017347 || Task Loss: 0.4986 || KD Loss: 0.1368|| 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: 10:11:29 || Estimated Time: 2 days, 11:29:06
2023-07-24 20:58:01,396 semantic_segmentation INFO: Iters: 21950/150000 || Lr: 0.017346 || Task Loss: 0.4910 || KD Loss: 0.1918|| 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: 10:11:45 || Estimated Time: 2 days, 11:28:48
2023-07-24 20:58:17,815 semantic_segmentation INFO: Iters: 21960/150000 || Lr: 0.017345 || Task Loss: 0.3887 || KD Loss: 0.1154|| 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: 10:12:02 || Estimated Time: 2 days, 11:28:30
2023-07-24 20:58:34,212 semantic_segmentation INFO: Iters: 21970/150000 || Lr: 0.017343 || Task Loss: 0.7251 || KD Loss: 0.2138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:28:11
2023-07-24 20:58:50,793 semantic_segmentation INFO: Iters: 21980/150000 || Lr: 0.017342 || Task Loss: 0.6358 || KD Loss: 0.1823|| 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: 10:12:35 || Estimated Time: 2 days, 11:27:54
2023-07-24 20:59:07,365 semantic_segmentation INFO: Iters: 21990/150000 || Lr: 0.017341 || Task Loss: 0.8323 || KD Loss: 0.2756|| 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: 10:12:51 || Estimated Time: 2 days, 11:27:36
2023-07-24 20:59:23,755 semantic_segmentation INFO: Iters: 22000/150000 || Lr: 0.017340 || Task Loss: 0.6675 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:08 || Estimated Time: 2 days, 11:27:17
2023-07-24 20:59:40,251 semantic_segmentation INFO: Iters: 22010/150000 || Lr: 0.017338 || Task Loss: 0.5202 || KD Loss: 0.1200|| 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: 10:13:24 || Estimated Time: 2 days, 11:26:59
2023-07-24 20:59:56,726 semantic_segmentation INFO: Iters: 22020/150000 || Lr: 0.017337 || Task Loss: 1.0644 || KD Loss: 0.3624|| 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: 10:13:41 || Estimated Time: 2 days, 11:26:41
2023-07-24 21:00:13,136 semantic_segmentation INFO: Iters: 22030/150000 || Lr: 0.017336 || Task Loss: 0.5402 || KD Loss: 0.2058|| 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: 10:13:57 || Estimated Time: 2 days, 11:26:22
2023-07-24 21:00:29,646 semantic_segmentation INFO: Iters: 22040/150000 || Lr: 0.017335 || Task Loss: 0.5409 || KD Loss: 0.1344|| 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: 10:14:14 || Estimated Time: 2 days, 11:26:04
2023-07-24 21:00:46,057 semantic_segmentation INFO: Iters: 22050/150000 || Lr: 0.017334 || Task Loss: 0.4499 || KD Loss: 0.0963|| 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: 10:14:30 || Estimated Time: 2 days, 11:25:46
2023-07-24 21:01:02,585 semantic_segmentation INFO: Iters: 22060/150000 || Lr: 0.017332 || Task Loss: 0.7203 || KD Loss: 0.2429|| 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: 10:14:47 || Estimated Time: 2 days, 11:25:28
2023-07-24 21:01:19,066 semantic_segmentation INFO: Iters: 22070/150000 || Lr: 0.017331 || Task Loss: 0.3194 || KD Loss: 0.0784|| 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: 10:15:03 || Estimated Time: 2 days, 11:25:10
2023-07-24 21:01:35,468 semantic_segmentation INFO: Iters: 22080/150000 || Lr: 0.017330 || Task Loss: 0.5396 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:19 || Estimated Time: 2 days, 11:24:51
2023-07-24 21:01:51,923 semantic_segmentation INFO: Iters: 22090/150000 || Lr: 0.017329 || Task Loss: 0.4019 || KD Loss: 0.1133|| 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: 10:15:36 || Estimated Time: 2 days, 11:24:33
2023-07-24 21:02:08,415 semantic_segmentation INFO: Iters: 22100/150000 || Lr: 0.017327 || Task Loss: 0.6436 || KD Loss: 0.1974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:52 || Estimated Time: 2 days, 11:24:15
2023-07-24 21:02:24,797 semantic_segmentation INFO: Iters: 22110/150000 || Lr: 0.017326 || Task Loss: 0.4571 || KD Loss: 0.1107|| 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: 10:16:09 || Estimated Time: 2 days, 11:23:57
2023-07-24 21:02:41,184 semantic_segmentation INFO: Iters: 22120/150000 || Lr: 0.017325 || Task Loss: 0.4208 || KD Loss: 0.1618|| 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: 10:16:25 || Estimated Time: 2 days, 11:23:38
2023-07-24 21:02:57,779 semantic_segmentation INFO: Iters: 22130/150000 || Lr: 0.017324 || Task Loss: 0.8084 || KD Loss: 0.2864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:42 || Estimated Time: 2 days, 11:23:20
2023-07-24 21:03:14,160 semantic_segmentation INFO: Iters: 22140/150000 || Lr: 0.017323 || Task Loss: 0.5541 || KD Loss: 0.1989|| 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: 10:16:58 || Estimated Time: 2 days, 11:23:02
2023-07-24 21:03:30,520 semantic_segmentation INFO: Iters: 22150/150000 || Lr: 0.017321 || Task Loss: 0.6106 || KD Loss: 0.1796|| 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: 10:17:14 || Estimated Time: 2 days, 11:22:43
2023-07-24 21:03:46,927 semantic_segmentation INFO: Iters: 22160/150000 || Lr: 0.017320 || Task Loss: 0.5416 || KD Loss: 0.1651|| 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: 10:17:31 || Estimated Time: 2 days, 11:22:24
2023-07-24 21:04:03,321 semantic_segmentation INFO: Iters: 22170/150000 || Lr: 0.017319 || Task Loss: 0.4760 || KD Loss: 0.1353|| 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: 10:17:47 || Estimated Time: 2 days, 11:22:06
2023-07-24 21:04:19,834 semantic_segmentation INFO: Iters: 22180/150000 || Lr: 0.017318 || Task Loss: 0.4597 || KD Loss: 0.0848|| 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: 10:18:04 || Estimated Time: 2 days, 11:21:48
2023-07-24 21:04:36,298 semantic_segmentation INFO: Iters: 22190/150000 || Lr: 0.017316 || Task Loss: 0.5374 || KD Loss: 0.1709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:20 || Estimated Time: 2 days, 11:21:30
2023-07-24 21:04:52,671 semantic_segmentation INFO: Iters: 22200/150000 || Lr: 0.017315 || Task Loss: 0.6652 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2686|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:37 || Estimated Time: 2 days, 11:21:11
2023-07-24 21:05:09,058 semantic_segmentation INFO: Iters: 22210/150000 || Lr: 0.017314 || Task Loss: 0.6048 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:53 || Estimated Time: 2 days, 11:20:52
2023-07-24 21:05:25,537 semantic_segmentation INFO: Iters: 22220/150000 || Lr: 0.017313 || Task Loss: 0.9613 || KD Loss: 0.3958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:19:10 || Estimated Time: 2 days, 11:20:34
2023-07-24 21:05:42,003 semantic_segmentation INFO: Iters: 22230/150000 || Lr: 0.017312 || Task Loss: 0.5398 || KD Loss: 0.1184|| 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: 10:19:26 || Estimated Time: 2 days, 11:20:16
2023-07-24 21:05:58,405 semantic_segmentation INFO: Iters: 22240/150000 || Lr: 0.017310 || Task Loss: 0.3816 || KD Loss: 0.1117|| 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: 10:19:42 || Estimated Time: 2 days, 11:19:58
2023-07-24 21:06:14,796 semantic_segmentation INFO: Iters: 22250/150000 || Lr: 0.017309 || Task Loss: 0.8109 || KD Loss: 0.2425|| 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: 10:19:59 || Estimated Time: 2 days, 11:19:39
2023-07-24 21:06:31,465 semantic_segmentation INFO: Iters: 22260/150000 || Lr: 0.017308 || Task Loss: 0.5026 || KD Loss: 0.1837|| 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: 10:20:15 || Estimated Time: 2 days, 11:19:22
2023-07-24 21:06:47,908 semantic_segmentation INFO: Iters: 22270/150000 || Lr: 0.017307 || Task Loss: 0.7065 || KD Loss: 0.2362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:32 || Estimated Time: 2 days, 11:19:04
2023-07-24 21:07:04,331 semantic_segmentation INFO: Iters: 22280/150000 || Lr: 0.017305 || Task Loss: 0.5269 || KD Loss: 0.1644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:48 || Estimated Time: 2 days, 11:18:45
2023-07-24 21:07:20,743 semantic_segmentation INFO: Iters: 22290/150000 || Lr: 0.017304 || Task Loss: 0.4722 || KD Loss: 0.1301|| 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: 10:21:05 || Estimated Time: 2 days, 11:18:27
2023-07-24 21:07:37,314 semantic_segmentation INFO: Iters: 22300/150000 || Lr: 0.017303 || Task Loss: 0.5038 || KD Loss: 0.1152|| 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: 10:21:21 || Estimated Time: 2 days, 11:18:09
2023-07-24 21:07:53,724 semantic_segmentation INFO: Iters: 22310/150000 || Lr: 0.017302 || Task Loss: 0.5486 || KD Loss: 0.1057|| 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: 10:21:38 || Estimated Time: 2 days, 11:17:51
2023-07-24 21:08:10,155 semantic_segmentation INFO: Iters: 22320/150000 || Lr: 0.017301 || Task Loss: 0.5671 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:54 || Estimated Time: 2 days, 11:17:32
2023-07-24 21:08:26,689 semantic_segmentation INFO: Iters: 22330/150000 || Lr: 0.017299 || Task Loss: 0.7519 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:11 || Estimated Time: 2 days, 11:17:15
2023-07-24 21:08:43,189 semantic_segmentation INFO: Iters: 22340/150000 || Lr: 0.017298 || Task Loss: 0.5220 || KD Loss: 0.1808|| 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: 10:22:27 || Estimated Time: 2 days, 11:16:57
2023-07-24 21:08:59,666 semantic_segmentation INFO: Iters: 22350/150000 || Lr: 0.017297 || Task Loss: 1.0973 || KD Loss: 0.5382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:44 || Estimated Time: 2 days, 11:16:38
2023-07-24 21:09:16,029 semantic_segmentation INFO: Iters: 22360/150000 || Lr: 0.017296 || Task Loss: 0.5882 || KD Loss: 0.1804|| 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: 10:23:00 || Estimated Time: 2 days, 11:16:20
2023-07-24 21:09:32,435 semantic_segmentation INFO: Iters: 22370/150000 || Lr: 0.017295 || Task Loss: 0.7411 || KD Loss: 0.3287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:16 || Estimated Time: 2 days, 11:16:01
2023-07-24 21:09:48,811 semantic_segmentation INFO: Iters: 22380/150000 || Lr: 0.017293 || Task Loss: 0.7095 || KD Loss: 0.2671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2725|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:33 || Estimated Time: 2 days, 11:15:42
2023-07-24 21:10:05,260 semantic_segmentation INFO: Iters: 22390/150000 || Lr: 0.017292 || Task Loss: 0.8684 || KD Loss: 0.3263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:49 || Estimated Time: 2 days, 11:15:24
2023-07-24 21:10:21,786 semantic_segmentation INFO: Iters: 22400/150000 || Lr: 0.017291 || Task Loss: 0.4742 || KD Loss: 0.1504|| 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: 10:24:06 || Estimated Time: 2 days, 11:15:06
2023-07-24 21:10:22,117 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 21:10:22,583 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-24 21:10:22,600 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.130
2023-07-24 21:10:22,612 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.161
2023-07-24 21:10:22,626 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.163
2023-07-24 21:10:22,639 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.944, mIoU: 0.235
2023-07-24 21:10:22,651 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.280
2023-07-24 21:10:22,666 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.321
2023-07-24 21:10:22,680 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.326
2023-07-24 21:10:22,693 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.367
2023-07-24 21:10:22,707 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.401
2023-07-24 21:10:22,721 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.455
2023-07-24 21:10:22,736 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.495
2023-07-24 21:10:22,748 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.448
2023-07-24 21:10:22,762 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.433
2023-07-24 21:10:22,776 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.433
2023-07-24 21:10:22,789 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.916, mIoU: 0.428
2023-07-24 21:10:22,800 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.916, mIoU: 0.427
2023-07-24 21:10:22,812 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.425
2023-07-24 21:10:22,826 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.424
2023-07-24 21:10:22,842 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.919, mIoU: 0.467
2023-07-24 21:10:22,856 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.471
2023-07-24 21:10:22,871 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.480
2023-07-24 21:10:22,885 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.922, mIoU: 0.516
2023-07-24 21:10:22,901 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.516
2023-07-24 21:10:22,916 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.515
2023-07-24 21:10:22,930 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.502
2023-07-24 21:10:22,944 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.508
2023-07-24 21:10:22,955 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.508
2023-07-24 21:10:22,970 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.491
2023-07-24 21:10:22,985 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.491
2023-07-24 21:10:22,998 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.493
2023-07-24 21:10:23,014 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.492
2023-07-24 21:10:23,030 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.501
2023-07-24 21:10:23,044 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.494
2023-07-24 21:10:23,058 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.526
2023-07-24 21:10:23,073 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.527
2023-07-24 21:10:23,086 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.524
2023-07-24 21:10:23,098 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.570
2023-07-24 21:10:23,115 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-24 21:10:23,128 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.562
2023-07-24 21:10:23,141 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.592
2023-07-24 21:10:23,156 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.591
2023-07-24 21:10:23,170 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-24 21:10:23,183 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-24 21:10:23,198 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.585
2023-07-24 21:10:23,213 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.585
2023-07-24 21:10:23,226 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-24 21:10:23,238 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.589
2023-07-24 21:10:23,253 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.590
2023-07-24 21:10:23,268 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-24 21:10:23,284 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-24 21:10:23,298 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.588
2023-07-24 21:10:23,311 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-24 21:10:23,326 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-24 21:10:23,340 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-24 21:10:23,353 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.578
2023-07-24 21:10:23,368 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-24 21:10:23,384 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.568
2023-07-24 21:10:23,396 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.569
2023-07-24 21:10:23,411 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-24 21:10:23,423 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.603
2023-07-24 21:10:23,438 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-24 21:10:23,450 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.599
2023-07-24 21:10:23,467 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-24 21:10:23,481 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.579
2023-07-24 21:10:23,496 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.578
2023-07-24 21:10:23,512 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.924, mIoU: 0.579
2023-07-24 21:10:23,525 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.610
2023-07-24 21:10:23,541 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-24 21:10:23,556 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.611
2023-07-24 21:10:23,573 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-24 21:10:23,586 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-24 21:10:23,602 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-24 21:10:23,617 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-24 21:10:23,632 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.642
2023-07-24 21:10:23,647 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.642
2023-07-24 21:10:23,662 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-24 21:10:23,672 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-24 21:10:23,687 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.638
2023-07-24 21:10:23,703 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-24 21:10:23,715 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-24 21:10:23,728 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-24 21:10:23,742 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-24 21:10:23,756 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-24 21:10:23,771 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-24 21:10:23,784 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-24 21:10:23,798 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-24 21:10:23,812 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-24 21:10:23,826 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:23,838 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-24 21:10:23,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:23,866 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-24 21:10:23,879 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:23,893 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:10:23,907 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:10:23,921 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:10:23,934 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:10:23,946 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:10:23,961 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:10:23,973 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:10:23,987 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:10:24,001 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:10:24,013 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-24 21:10:24,028 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:10:24,043 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-24 21:10:24,055 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:10:24,070 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:10:24,084 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:10:24,097 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:10:24,109 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-24 21:10:24,121 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-24 21:10:24,135 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-24 21:10:24,150 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-24 21:10:24,164 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-24 21:10:24,234 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-24 21:10:24,248 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.917, mIoU: 0.640
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2023-07-24 21:10:24,358 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-24 21:10:24,379 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-24 21:10:26,949 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.900, mIoU: 0.594
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2023-07-24 21:10:29,719 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-24 21:10:29,748 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.607
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2023-07-24 21:10:29,777 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 21:10:29,789 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 21:10:29,802 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-24 21:10:29,816 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 21:10:29,831 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-24 21:10:29,846 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 21:10:29,861 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 21:10:29,874 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 21:10:29,889 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 21:10:29,903 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-24 21:10:29,916 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 21:10:29,931 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 21:10:29,943 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 21:10:29,958 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 21:10:29,970 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 21:10:29,982 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 21:10:29,994 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 21:10:30,009 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 21:10:30,024 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,038 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,053 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,061 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,077 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-24 21:10:30,107 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,122 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,137 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 21:10:30,149 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-24 21:10:30,162 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,176 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,190 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,205 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,217 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,229 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,243 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,258 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,272 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,285 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,300 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 21:10:30,316 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:10:30,331 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:10:30,344 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:10:30,359 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 21:10:30,374 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 21:10:30,387 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 21:10:30,401 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 21:10:30,416 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-24 21:10:30,430 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-24 21:10:30,445 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-24 21:10:30,458 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-24 21:10:30,487 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:30,503 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:30,513 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:30,527 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-24 21:10:30,542 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-24 21:10:30,554 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 21:10:30,569 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-24 21:10:30,582 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-24 21:10:30,596 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,611 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,625 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,638 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,649 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,662 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,677 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,691 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-24 21:10:30,707 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,720 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,735 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-24 21:10:30,748 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-24 21:10:30,762 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 21:10:30,777 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 21:10:30,790 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:30,805 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,819 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,834 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-24 21:10:30,848 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,863 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,874 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,888 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,903 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,916 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,931 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:30,945 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:30,957 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:30,971 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:30,985 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 21:10:31,000 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,012 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,027 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,040 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,055 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,070 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 21:10:31,086 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,101 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,117 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,133 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,148 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,161 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-24 21:10:31,176 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-24 21:10:31,191 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:10:31,206 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,218 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,234 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,247 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,263 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,278 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,293 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,308 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,322 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-24 21:10:31,337 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,351 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,364 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:31,378 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:31,393 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:31,410 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:31,425 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,440 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:31,450 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-24 21:10:31,477 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,490 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,504 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,516 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,529 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,544 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,560 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,575 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,590 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,603 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,617 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,630 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,643 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,658 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,673 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,687 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,701 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-24 21:10:31,729 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,743 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-24 21:10:31,758 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,771 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,783 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,797 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:31,813 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-24 21:10:31,870 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-24 21:10:32,488 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-24 21:10:32,500 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 21:10:32,515 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-24 21:10:32,531 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:10:32,544 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:10:32,557 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:10:32,572 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:10:32,587 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,601 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,616 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,630 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,643 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 21:10:32,658 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,670 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,684 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,699 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,712 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,728 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,740 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,755 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,771 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,783 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,796 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,811 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,825 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,840 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,854 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 21:10:32,866 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,879 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,892 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,905 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 21:10:32,920 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 21:10:32,936 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 21:10:32,949 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 21:10:32,964 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-24 21:10:32,977 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-24 21:10:32,992 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,006 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,019 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,032 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,047 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,061 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,076 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,090 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,105 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,118 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,131 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-24 21:10:33,146 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,162 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,178 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,191 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,204 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,217 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,232 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,244 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,256 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-24 21:10:33,271 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,285 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,297 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,312 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,327 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:33,344 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:33,360 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,374 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,387 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,401 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,415 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,427 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,440 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:33,456 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,469 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,482 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,497 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,514 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,529 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,547 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,561 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,574 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,589 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,603 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,618 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,632 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,644 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,657 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,668 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,683 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,698 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,711 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,725 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,735 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,748 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,763 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,778 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,790 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,805 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:33,817 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,832 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,845 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,860 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:33,872 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,887 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,901 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,914 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,929 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,943 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,958 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,973 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:33,988 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,003 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,017 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,031 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,046 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,061 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,074 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,088 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,100 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,116 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,130 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-24 21:10:34,147 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:34,163 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:34,175 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,189 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,205 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,220 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,233 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,248 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,262 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,275 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,289 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,304 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,319 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-24 21:10:34,331 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,343 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,359 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,373 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,387 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-24 21:10:34,400 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:34,415 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-24 21:10:34,429 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,443 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,458 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,470 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,485 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,497 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,511 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,525 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:34,538 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-24 21:10:34,554 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,568 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,584 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,599 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,614 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-24 21:10:34,629 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,644 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,660 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,675 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,691 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,705 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,721 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,736 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,746 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,759 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,771 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,785 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,799 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,814 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,826 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,841 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,855 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,868 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:34,883 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,897 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,909 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,924 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:34,938 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:34,952 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:34,964 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:34,979 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:34,993 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,008 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,020 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,035 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,049 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,062 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,076 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,091 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,103 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,117 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,129 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:35,143 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:35,158 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:35,175 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:35,189 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,204 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,218 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,231 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,243 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,258 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,270 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,283 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,297 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,312 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,326 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,341 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,354 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,366 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,383 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,397 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,411 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,426 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,439 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,454 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,468 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,485 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,500 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,515 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,524 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,540 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,556 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,568 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,582 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,596 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,610 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,622 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,636 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,650 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-24 21:10:35,665 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-24 21:10:35,679 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:35,693 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:35,708 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:35,723 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:35,735 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-24 21:10:35,749 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-24 21:10:35,763 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-24 21:10:35,776 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-24 21:10:35,789 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,803 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:10:35,818 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,832 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,839 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,851 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,864 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-24 21:10:35,876 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-24 21:10:35,887 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:35,901 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:35,915 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:35,929 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,940 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,953 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,967 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:35,977 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:35,992 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:36,005 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:10:36,020 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,034 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,049 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,064 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,075 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,087 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,102 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,117 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,131 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,146 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,158 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,169 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,182 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,196 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,207 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,222 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,235 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,249 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-24 21:10:36,265 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,280 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,294 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,309 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,324 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,339 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,355 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,369 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,383 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,399 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,415 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:10:36,428 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,441 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,455 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,467 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,483 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,496 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:36,510 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:36,525 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:36,542 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,557 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,570 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,585 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,600 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,614 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,629 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,642 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,655 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,669 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,684 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,699 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,713 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,729 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,744 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,759 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,773 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,786 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,800 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,810 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,823 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,838 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:10:36,849 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,863 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,877 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,891 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:36,906 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,921 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,935 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,948 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:36,960 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-24 21:10:36,975 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:36,987 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:37,000 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,014 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:37,027 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:37,041 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,053 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:10:37,067 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,082 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,096 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:37,110 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:37,124 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:37,137 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:37,149 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:10:37,163 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,175 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,188 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,204 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,219 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,234 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,247 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,259 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,274 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,289 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,303 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,316 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,330 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,344 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,359 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,373 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,387 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,402 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,417 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,431 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,446 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:10:37,461 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-24 21:10:37,476 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-24 21:10:37,490 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:10:37,505 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:37,518 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-24 21:10:37,533 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-24 21:10:37,564 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.632
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2023-07-24 21:10:37,591 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:37,621 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,633 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:37,661 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,675 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:37,703 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,717 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,730 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:37,759 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,771 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,785 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-24 21:10:37,805 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:37,847 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:37,862 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:37,876 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:37,888 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:37,901 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:37,915 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 21:10:37,930 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:37,990 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-24 21:10:38,004 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:38,032 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:38,062 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:38,087 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 21:10:38,101 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 21:10:38,116 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:38,148 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:38,200 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:38,216 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:38,232 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:38,262 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-24 21:10:38,335 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:38,349 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.911, mIoU: 0.630
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2023-07-24 21:10:38,390 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-24 21:10:38,622 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 21:10:38,636 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-24 21:10:38,775 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-24 21:10:38,873 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.633
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2023-07-24 21:10:38,901 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-24 21:10:38,914 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.632
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2023-07-24 21:10:39,010 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.633
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2023-07-24 21:10:39,283 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,294 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,308 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,323 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,337 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,349 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,364 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,379 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-24 21:10:39,393 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-24 21:10:39,404 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-24 21:10:39,472 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-24 21:10:39,499 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-24 21:10:39,540 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-24 21:10:39,554 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-24 21:10:39,638 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:10:39,652 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 21:10:39,666 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,681 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,694 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,708 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,722 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,736 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,750 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,763 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,775 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.629
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2023-07-24 21:10:39,819 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,833 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,845 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:10:39,861 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 21:10:39,875 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,887 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,899 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,914 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,928 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,942 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,956 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,970 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-24 21:10:39,985 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:39,997 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,011 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,025 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,037 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,051 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,066 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,080 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,094 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:10:40,108 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 21:10:40,123 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 21:10:40,137 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 21:10:40,151 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-24 21:10:40,166 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 21:10:40,180 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,195 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,209 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-24 21:10:40,224 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,240 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,254 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.908, mIoU: 0.624
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2023-07-24 21:10:40,282 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-24 21:10:40,309 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-24 21:10:40,382 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,397 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,411 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,423 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,436 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:40,448 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:40,461 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:40,473 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-24 21:10:40,503 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-24 21:10:40,528 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.624
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2023-07-24 21:10:40,583 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,598 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,613 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,627 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,640 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,655 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,669 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,682 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,697 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,711 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,726 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,739 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,753 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,768 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,782 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,796 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,808 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,822 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,837 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,851 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:40,865 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,877 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,892 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,907 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,922 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,936 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,951 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,966 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:40,981 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:40,991 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:41,005 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:41,018 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:41,031 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:41,047 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,062 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,075 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,088 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,100 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,114 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,128 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,142 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,156 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,171 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,183 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,198 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,213 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,225 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 21:10:41,239 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,254 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,267 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,282 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,293 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,309 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,323 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,338 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,353 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,366 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,378 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:41,392 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:41,407 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,420 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,433 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,446 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,461 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,476 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,490 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,503 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,518 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,535 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,550 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,565 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,580 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,588 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,605 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,617 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,630 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,644 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,658 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,672 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,687 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,702 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,716 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,731 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,744 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,758 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,774 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,789 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,804 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,818 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,835 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,848 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,862 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,877 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,891 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,904 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,917 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,931 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,946 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,961 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:41,975 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:41,990 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,005 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,021 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,034 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,049 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,062 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,077 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,093 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,108 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,122 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,135 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,150 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,165 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,180 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,195 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,209 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,224 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,239 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,252 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-24 21:10:42,268 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,281 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,295 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,309 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,324 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,339 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,354 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,368 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,377 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,391 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,404 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,419 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,433 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,447 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,462 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,473 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,482 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,499 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,513 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-24 21:10:42,527 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,540 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,555 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,569 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,582 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,596 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,611 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:42,624 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:42,638 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:10:42,650 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,665 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,679 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,693 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,705 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,719 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,734 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:10:42,748 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:42,764 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:42,777 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:42,790 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:42,805 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-24 21:10:42,821 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-24 21:10:59,425 semantic_segmentation INFO: Iters: 22410/150000 || Lr: 0.017290 || Task Loss: 0.9075 || KD Loss: 0.4208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:43 || Estimated Time: 2 days, 11:16:49
2023-07-24 21:11:15,856 semantic_segmentation INFO: Iters: 22420/150000 || Lr: 0.017288 || Task Loss: 0.8783 || KD Loss: 0.3631|| 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: 10:25:00 || Estimated Time: 2 days, 11:16:30
2023-07-24 21:11:32,350 semantic_segmentation INFO: Iters: 22430/150000 || Lr: 0.017287 || Task Loss: 0.5033 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:16:13
2023-07-24 21:11:48,806 semantic_segmentation INFO: Iters: 22440/150000 || Lr: 0.017286 || Task Loss: 0.4350 || KD Loss: 0.1207|| 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: 10:25:33 || Estimated Time: 2 days, 11:15:54
2023-07-24 21:12:05,200 semantic_segmentation INFO: Iters: 22450/150000 || Lr: 0.017285 || Task Loss: 0.4378 || KD Loss: 0.1432|| 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: 10:25:49 || Estimated Time: 2 days, 11:15:36
2023-07-24 21:12:21,786 semantic_segmentation INFO: Iters: 22460/150000 || Lr: 0.017284 || Task Loss: 0.7075 || KD Loss: 0.2165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:06 || Estimated Time: 2 days, 11:15:18
2023-07-24 21:12:38,189 semantic_segmentation INFO: Iters: 22470/150000 || Lr: 0.017282 || Task Loss: 0.6522 || KD Loss: 0.1674|| 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: 10:26:22 || Estimated Time: 2 days, 11:15:00
2023-07-24 21:12:54,613 semantic_segmentation INFO: Iters: 22480/150000 || Lr: 0.017281 || Task Loss: 0.5643 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:39 || Estimated Time: 2 days, 11:14:41
2023-07-24 21:13:11,126 semantic_segmentation INFO: Iters: 22490/150000 || Lr: 0.017280 || Task Loss: 0.5358 || KD Loss: 0.1714|| 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: 10:26:55 || Estimated Time: 2 days, 11:14:23
2023-07-24 21:13:27,652 semantic_segmentation INFO: Iters: 22500/150000 || Lr: 0.017279 || Task Loss: 0.5173 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:12 || Estimated Time: 2 days, 11:14:05
2023-07-24 21:13:44,124 semantic_segmentation INFO: Iters: 22510/150000 || Lr: 0.017277 || Task Loss: 0.4774 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:27:28 || Estimated Time: 2 days, 11:13:47
2023-07-24 21:14:00,500 semantic_segmentation INFO: Iters: 22520/150000 || Lr: 0.017276 || Task Loss: 0.5055 || KD Loss: 0.1433|| 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: 10:27:44 || Estimated Time: 2 days, 11:13:29
2023-07-24 21:14:17,069 semantic_segmentation INFO: Iters: 22530/150000 || Lr: 0.017275 || Task Loss: 0.6575 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:01 || Estimated Time: 2 days, 11:13:11
2023-07-24 21:14:33,495 semantic_segmentation INFO: Iters: 22540/150000 || Lr: 0.017274 || Task Loss: 0.5596 || KD Loss: 0.2000|| 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: 10:28:17 || Estimated Time: 2 days, 11:12:52
2023-07-24 21:14:50,017 semantic_segmentation INFO: Iters: 22550/150000 || Lr: 0.017273 || Task Loss: 0.6188 || KD Loss: 0.1987|| 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: 10:28:34 || Estimated Time: 2 days, 11:12:34
2023-07-24 21:15:06,560 semantic_segmentation INFO: Iters: 22560/150000 || Lr: 0.017271 || Task Loss: 0.5366 || KD Loss: 0.1755|| 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: 10:28:51 || Estimated Time: 2 days, 11:12:17
2023-07-24 21:15:23,049 semantic_segmentation INFO: Iters: 22570/150000 || Lr: 0.017270 || Task Loss: 0.5490 || KD Loss: 0.1779|| 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: 10:29:07 || Estimated Time: 2 days, 11:11:59
2023-07-24 21:15:39,568 semantic_segmentation INFO: Iters: 22580/150000 || Lr: 0.017269 || Task Loss: 0.6278 || KD Loss: 0.1554|| 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: 10:29:24 || Estimated Time: 2 days, 11:11:41
2023-07-24 21:15:56,018 semantic_segmentation INFO: Iters: 22590/150000 || Lr: 0.017268 || Task Loss: 0.6020 || KD Loss: 0.1863|| 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: 10:29:40 || Estimated Time: 2 days, 11:11:23
2023-07-24 21:16:14,370 semantic_segmentation INFO: Iters: 22600/150000 || Lr: 0.017266 || Task Loss: 0.7229 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:58 || Estimated Time: 2 days, 11:11:14
2023-07-24 21:16:32,357 semantic_segmentation INFO: Iters: 22610/150000 || Lr: 0.017265 || Task Loss: 0.5588 || KD Loss: 0.1697|| 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: 10:30:16 || Estimated Time: 2 days, 11:11:06
2023-07-24 21:16:48,790 semantic_segmentation INFO: Iters: 22620/150000 || Lr: 0.017264 || Task Loss: 0.5895 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:33 || Estimated Time: 2 days, 11:10:47
2023-07-24 21:17:05,246 semantic_segmentation INFO: Iters: 22630/150000 || Lr: 0.017263 || Task Loss: 0.6730 || KD Loss: 0.1831|| 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: 10:30:49 || Estimated Time: 2 days, 11:10:29
2023-07-24 21:17:21,780 semantic_segmentation INFO: Iters: 22640/150000 || Lr: 0.017262 || Task Loss: 0.5426 || KD Loss: 0.1453|| 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: 10:31:06 || Estimated Time: 2 days, 11:10:11
2023-07-24 21:17:38,195 semantic_segmentation INFO: Iters: 22650/150000 || Lr: 0.017260 || Task Loss: 0.9515 || KD Loss: 0.4436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 11:09:52
2023-07-24 21:17:54,619 semantic_segmentation INFO: Iters: 22660/150000 || Lr: 0.017259 || Task Loss: 0.7207 || KD Loss: 0.2171|| 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: 10:31:39 || Estimated Time: 2 days, 11:09:34
2023-07-24 21:18:11,174 semantic_segmentation INFO: Iters: 22670/150000 || Lr: 0.017258 || Task Loss: 0.6043 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:55 || Estimated Time: 2 days, 11:09:16
2023-07-24 21:18:27,549 semantic_segmentation INFO: Iters: 22680/150000 || Lr: 0.017257 || Task Loss: 0.4057 || KD Loss: 0.1031|| 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: 10:32:12 || Estimated Time: 2 days, 11:08:58
2023-07-24 21:18:43,965 semantic_segmentation INFO: Iters: 22690/150000 || Lr: 0.017255 || Task Loss: 0.4824 || KD Loss: 0.1169|| 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: 10:32:28 || Estimated Time: 2 days, 11:08:39
2023-07-24 21:19:00,429 semantic_segmentation INFO: Iters: 22700/150000 || Lr: 0.017254 || Task Loss: 0.6311 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:44 || Estimated Time: 2 days, 11:08:21
2023-07-24 21:19:16,887 semantic_segmentation INFO: Iters: 22710/150000 || Lr: 0.017253 || Task Loss: 0.4949 || KD Loss: 0.1460|| 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: 10:33:01 || Estimated Time: 2 days, 11:08:03
2023-07-24 21:19:33,310 semantic_segmentation INFO: Iters: 22720/150000 || Lr: 0.017252 || Task Loss: 0.6332 || KD Loss: 0.1626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:17 || Estimated Time: 2 days, 11:07:44
2023-07-24 21:19:49,682 semantic_segmentation INFO: Iters: 22730/150000 || Lr: 0.017251 || Task Loss: 0.8380 || KD Loss: 0.3522|| 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: 10:33:34 || Estimated Time: 2 days, 11:07:26
2023-07-24 21:20:06,085 semantic_segmentation INFO: Iters: 22740/150000 || Lr: 0.017249 || Task Loss: 0.5678 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:33:50 || Estimated Time: 2 days, 11:07:07
2023-07-24 21:20:22,448 semantic_segmentation INFO: Iters: 22750/150000 || Lr: 0.017248 || Task Loss: 0.7071 || KD Loss: 0.1992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:06 || Estimated Time: 2 days, 11:06:49
2023-07-24 21:20:38,852 semantic_segmentation INFO: Iters: 22760/150000 || Lr: 0.017247 || Task Loss: 0.4119 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:23 || Estimated Time: 2 days, 11:06:30
2023-07-24 21:20:55,222 semantic_segmentation INFO: Iters: 22770/150000 || Lr: 0.017246 || Task Loss: 0.9051 || KD Loss: 0.3813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:39 || Estimated Time: 2 days, 11:06:11
2023-07-24 21:21:11,596 semantic_segmentation INFO: Iters: 22780/150000 || Lr: 0.017245 || Task Loss: 0.5538 || KD Loss: 0.1752|| 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: 10:34:56 || Estimated Time: 2 days, 11:05:53
2023-07-24 21:21:28,007 semantic_segmentation INFO: Iters: 22790/150000 || Lr: 0.017243 || Task Loss: 0.4917 || KD Loss: 0.1256|| 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: 10:35:12 || Estimated Time: 2 days, 11:05:34
2023-07-24 21:21:44,410 semantic_segmentation INFO: Iters: 22800/150000 || Lr: 0.017242 || Task Loss: 0.5830 || KD Loss: 0.1753|| 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: 10:35:28 || Estimated Time: 2 days, 11:05:16
2023-07-24 21:22:00,786 semantic_segmentation INFO: Iters: 22810/150000 || Lr: 0.017241 || Task Loss: 0.8089 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:45 || Estimated Time: 2 days, 11:04:57
2023-07-24 21:22:17,246 semantic_segmentation INFO: Iters: 22820/150000 || Lr: 0.017240 || Task Loss: 0.5285 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:01 || Estimated Time: 2 days, 11:04:39
2023-07-24 21:22:33,733 semantic_segmentation INFO: Iters: 22830/150000 || Lr: 0.017238 || Task Loss: 0.8491 || KD Loss: 0.2728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:18 || Estimated Time: 2 days, 11:04:21
2023-07-24 21:22:50,135 semantic_segmentation INFO: Iters: 22840/150000 || Lr: 0.017237 || Task Loss: 0.6350 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2788|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:34 || Estimated Time: 2 days, 11:04:02
2023-07-24 21:23:06,521 semantic_segmentation INFO: Iters: 22850/150000 || Lr: 0.017236 || Task Loss: 0.6733 || KD Loss: 0.2124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2756|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:51 || Estimated Time: 2 days, 11:03:44
2023-07-24 21:23:22,897 semantic_segmentation INFO: Iters: 22860/150000 || Lr: 0.017235 || Task Loss: 0.6865 || KD Loss: 0.2087|| 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: 10:37:07 || Estimated Time: 2 days, 11:03:25
2023-07-24 21:23:39,245 semantic_segmentation INFO: Iters: 22870/150000 || Lr: 0.017234 || Task Loss: 0.8704 || KD Loss: 0.2340|| 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: 10:37:23 || Estimated Time: 2 days, 11:03:06
2023-07-24 21:23:55,660 semantic_segmentation INFO: Iters: 22880/150000 || Lr: 0.017232 || Task Loss: 0.7843 || KD Loss: 0.2541|| 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: 10:37:40 || Estimated Time: 2 days, 11:02:48
2023-07-24 21:24:12,260 semantic_segmentation INFO: Iters: 22890/150000 || Lr: 0.017231 || Task Loss: 0.4842 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2672|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:56 || Estimated Time: 2 days, 11:02:31
2023-07-24 21:24:28,643 semantic_segmentation INFO: Iters: 22900/150000 || Lr: 0.017230 || Task Loss: 0.8325 || KD Loss: 0.1807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:13 || Estimated Time: 2 days, 11:02:12
2023-07-24 21:24:45,011 semantic_segmentation INFO: Iters: 22910/150000 || Lr: 0.017229 || Task Loss: 0.5525 || KD Loss: 0.1607|| 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: 10:38:29 || Estimated Time: 2 days, 11:01:53
2023-07-24 21:25:01,377 semantic_segmentation INFO: Iters: 22920/150000 || Lr: 0.017227 || Task Loss: 0.8813 || KD Loss: 0.3214|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:45 || Estimated Time: 2 days, 11:01:34
2023-07-24 21:25:17,701 semantic_segmentation INFO: Iters: 22930/150000 || Lr: 0.017226 || Task Loss: 0.4637 || KD Loss: 0.1095|| 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: 10:39:02 || Estimated Time: 2 days, 11:01:16
2023-07-24 21:25:34,027 semantic_segmentation INFO: Iters: 22940/150000 || Lr: 0.017225 || Task Loss: 0.8601 || KD Loss: 0.2370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:18 || Estimated Time: 2 days, 11:00:57
2023-07-24 21:25:50,348 semantic_segmentation INFO: Iters: 22950/150000 || Lr: 0.017224 || Task Loss: 0.6989 || KD Loss: 0.2133|| 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: 10:39:34 || Estimated Time: 2 days, 11:00:38
2023-07-24 21:26:06,654 semantic_segmentation INFO: Iters: 22960/150000 || Lr: 0.017223 || Task Loss: 0.9202 || KD Loss: 0.3421|| 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: 10:39:51 || Estimated Time: 2 days, 11:00:19
2023-07-24 21:26:22,934 semantic_segmentation INFO: Iters: 22970/150000 || Lr: 0.017221 || Task Loss: 0.4901 || KD Loss: 0.1479|| 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: 10:40:07 || Estimated Time: 2 days, 11:00:00
2023-07-24 21:26:39,215 semantic_segmentation INFO: Iters: 22980/150000 || Lr: 0.017220 || Task Loss: 0.5395 || KD Loss: 0.2435|| 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: 10:40:23 || Estimated Time: 2 days, 10:59:40
2023-07-24 21:26:55,585 semantic_segmentation INFO: Iters: 22990/150000 || Lr: 0.017219 || Task Loss: 0.9107 || 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: 10:40:40 || Estimated Time: 2 days, 10:59:22
2023-07-24 21:27:11,858 semantic_segmentation INFO: Iters: 23000/150000 || Lr: 0.017218 || Task Loss: 0.6465 || KD Loss: 0.2046|| 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: 10:40:56 || Estimated Time: 2 days, 10:59:03
2023-07-24 21:27:28,248 semantic_segmentation INFO: Iters: 23010/150000 || Lr: 0.017216 || Task Loss: 0.4592 || KD Loss: 0.1185|| 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: 10:41:12 || Estimated Time: 2 days, 10:58:44
2023-07-24 21:27:44,633 semantic_segmentation INFO: Iters: 23020/150000 || Lr: 0.017215 || Task Loss: 0.5237 || KD Loss: 0.1272|| 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: 10:41:29 || Estimated Time: 2 days, 10:58:25
2023-07-24 21:28:00,989 semantic_segmentation INFO: Iters: 23030/150000 || Lr: 0.017214 || Task Loss: 0.7122 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:41:45 || Estimated Time: 2 days, 10:58:07
2023-07-24 21:28:17,381 semantic_segmentation INFO: Iters: 23040/150000 || Lr: 0.017213 || Task Loss: 0.6730 || KD Loss: 0.2102|| 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: 10:42:01 || Estimated Time: 2 days, 10:57:48
2023-07-24 21:28:33,794 semantic_segmentation INFO: Iters: 23050/150000 || Lr: 0.017212 || Task Loss: 0.4532 || KD Loss: 0.1239|| 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: 10:42:18 || Estimated Time: 2 days, 10:57:30
2023-07-24 21:28:50,164 semantic_segmentation INFO: Iters: 23060/150000 || Lr: 0.017210 || Task Loss: 0.3555 || KD Loss: 0.0973|| 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: 10:42:34 || Estimated Time: 2 days, 10:57:11
2023-07-24 21:29:06,551 semantic_segmentation INFO: Iters: 23070/150000 || Lr: 0.017209 || Task Loss: 0.4420 || KD Loss: 0.1023|| 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: 10:42:51 || Estimated Time: 2 days, 10:56:52
2023-07-24 21:29:22,929 semantic_segmentation INFO: Iters: 23080/150000 || Lr: 0.017208 || Task Loss: 0.6238 || KD Loss: 0.2210|| 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: 10:43:07 || Estimated Time: 2 days, 10:56:34
2023-07-24 21:29:39,320 semantic_segmentation INFO: Iters: 23090/150000 || Lr: 0.017207 || Task Loss: 0.8199 || KD Loss: 0.2924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:23 || Estimated Time: 2 days, 10:56:15
2023-07-24 21:29:55,671 semantic_segmentation INFO: Iters: 23100/150000 || Lr: 0.017205 || Task Loss: 0.7047 || KD Loss: 0.2242|| 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: 10:43:40 || Estimated Time: 2 days, 10:55:57
2023-07-24 21:30:12,081 semantic_segmentation INFO: Iters: 23110/150000 || Lr: 0.017204 || Task Loss: 0.6057 || KD Loss: 0.1897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:56 || Estimated Time: 2 days, 10:55:38
2023-07-24 21:30:28,493 semantic_segmentation INFO: Iters: 23120/150000 || Lr: 0.017203 || Task Loss: 0.6353 || KD Loss: 0.1651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:44:12 || Estimated Time: 2 days, 10:55:20
2023-07-24 21:30:44,868 semantic_segmentation INFO: Iters: 23130/150000 || Lr: 0.017202 || Task Loss: 0.4523 || KD Loss: 0.1451|| 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: 10:44:29 || Estimated Time: 2 days, 10:55:01
2023-07-24 21:31:01,246 semantic_segmentation INFO: Iters: 23140/150000 || Lr: 0.017201 || Task Loss: 0.7381 || KD Loss: 0.2534|| 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: 10:44:45 || Estimated Time: 2 days, 10:54:43
2023-07-24 21:31:17,638 semantic_segmentation INFO: Iters: 23150/150000 || Lr: 0.017199 || Task Loss: 0.9374 || KD Loss: 0.3445|| 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: 10:45:02 || Estimated Time: 2 days, 10:54:24
2023-07-24 21:31:33,999 semantic_segmentation INFO: Iters: 23160/150000 || Lr: 0.017198 || Task Loss: 1.0668 || KD Loss: 0.4456|| 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: 10:45:18 || Estimated Time: 2 days, 10:54:05
2023-07-24 21:31:50,392 semantic_segmentation INFO: Iters: 23170/150000 || Lr: 0.017197 || Task Loss: 0.5759 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:34 || Estimated Time: 2 days, 10:53:47
2023-07-24 21:32:06,786 semantic_segmentation INFO: Iters: 23180/150000 || Lr: 0.017196 || Task Loss: 0.6820 || KD Loss: 0.2152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:51 || Estimated Time: 2 days, 10:53:29
2023-07-24 21:32:23,176 semantic_segmentation INFO: Iters: 23190/150000 || Lr: 0.017194 || Task Loss: 0.6223 || KD Loss: 0.1770|| 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: 10:46:07 || Estimated Time: 2 days, 10:53:10
2023-07-24 21:32:39,554 semantic_segmentation INFO: Iters: 23200/150000 || Lr: 0.017193 || Task Loss: 0.4625 || KD Loss: 0.0908|| 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: 10:46:24 || Estimated Time: 2 days, 10:52:51
2023-07-24 21:32:39,670 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 21:32:40,129 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.086
2023-07-24 21:32:40,159 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.124
2023-07-24 21:32:40,171 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.152
2023-07-24 21:32:40,185 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.153
2023-07-24 21:32:40,198 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.934, mIoU: 0.217
2023-07-24 21:32:40,210 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.940, mIoU: 0.260
2023-07-24 21:32:40,224 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.938, mIoU: 0.293
2023-07-24 21:32:40,238 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.940, mIoU: 0.301
2023-07-24 21:32:40,250 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.941, mIoU: 0.337
2023-07-24 21:32:40,264 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.378
2023-07-24 21:32:40,278 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.427
2023-07-24 21:32:40,293 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.473
2023-07-24 21:32:40,305 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.412
2023-07-24 21:32:40,318 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.901, mIoU: 0.404
2023-07-24 21:32:40,332 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.901, mIoU: 0.397
2023-07-24 21:32:40,344 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.902, mIoU: 0.393
2023-07-24 21:32:40,355 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.903, mIoU: 0.392
2023-07-24 21:32:40,367 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.392
2023-07-24 21:32:40,381 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.383
2023-07-24 21:32:40,396 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.907, mIoU: 0.427
2023-07-24 21:32:40,410 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.912, mIoU: 0.429
2023-07-24 21:32:40,425 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.436
2023-07-24 21:32:40,439 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.473
2023-07-24 21:32:40,455 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.911, mIoU: 0.483
2023-07-24 21:32:40,470 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-24 21:32:40,484 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.907, mIoU: 0.472
2023-07-24 21:32:40,498 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.471
2023-07-24 21:32:40,509 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.471
2023-07-24 21:32:40,524 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.902, mIoU: 0.458
2023-07-24 21:32:40,538 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.458
2023-07-24 21:32:40,552 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.908, mIoU: 0.458
2023-07-24 21:32:40,567 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.457
2023-07-24 21:32:40,581 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.912, mIoU: 0.464
2023-07-24 21:32:40,596 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.459
2023-07-24 21:32:40,612 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.496
2023-07-24 21:32:40,627 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.497
2023-07-24 21:32:40,640 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.496
2023-07-24 21:32:40,653 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.541
2023-07-24 21:32:40,669 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.532
2023-07-24 21:32:40,682 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.532
2023-07-24 21:32:40,695 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.554
2023-07-24 21:32:40,710 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.553
2023-07-24 21:32:40,725 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.910, mIoU: 0.552
2023-07-24 21:32:40,738 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.552
2023-07-24 21:32:40,753 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.908, mIoU: 0.552
2023-07-24 21:32:40,768 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.556
2023-07-24 21:32:40,781 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.910, mIoU: 0.561
2023-07-24 21:32:40,794 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.561
2023-07-24 21:32:40,808 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-24 21:32:40,825 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.558
2023-07-24 21:32:40,840 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.559
2023-07-24 21:32:40,855 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-24 21:32:40,867 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.556
2023-07-24 21:32:40,882 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-24 21:32:40,897 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.910, mIoU: 0.553
2023-07-24 21:32:40,910 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-24 21:32:40,925 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.552
2023-07-24 21:32:40,941 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.550
2023-07-24 21:32:40,954 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.550
2023-07-24 21:32:40,968 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.590
2023-07-24 21:32:40,981 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.908, mIoU: 0.586
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2023-07-24 21:32:41,068 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.913, mIoU: 0.586
2023-07-24 21:32:41,082 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-24 21:32:41,097 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-24 21:32:41,112 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 21:32:41,128 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-24 21:32:41,141 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-24 21:32:41,216 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-24 21:32:41,255 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-24 21:32:41,311 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.619
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2023-07-24 21:32:41,340 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.906, mIoU: 0.618
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2023-07-24 21:32:41,382 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.615
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2023-07-24 21:32:41,409 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-24 21:32:41,424 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.906, mIoU: 0.610
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2023-07-24 21:32:41,452 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-24 21:32:41,466 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.618
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2023-07-24 21:32:41,826 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 21:32:41,839 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.610
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2023-07-24 21:32:41,919 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.903, mIoU: 0.593
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2023-07-24 21:32:42,378 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.902, mIoU: 0.591
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2023-07-24 21:32:46,598 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.886, mIoU: 0.547
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2023-07-24 21:32:46,621 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.885, mIoU: 0.547
2023-07-24 21:32:46,631 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.886, mIoU: 0.548
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2023-07-24 21:32:46,657 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.886, mIoU: 0.548
2023-07-24 21:32:46,673 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 21:32:46,684 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.886, mIoU: 0.549
2023-07-24 21:32:46,698 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 21:32:46,713 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 21:32:46,727 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 21:32:46,741 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.886, mIoU: 0.550
2023-07-24 21:32:46,755 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.887, mIoU: 0.551
2023-07-24 21:32:46,767 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.885, mIoU: 0.549
2023-07-24 21:32:46,781 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.885, mIoU: 0.551
2023-07-24 21:32:46,796 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.885, mIoU: 0.551
2023-07-24 21:32:46,808 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.885, mIoU: 0.552
2023-07-24 21:32:46,823 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.885, mIoU: 0.552
2023-07-24 21:32:46,834 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.885, mIoU: 0.551
2023-07-24 21:32:46,849 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.885, mIoU: 0.552
2023-07-24 21:32:46,862 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.885, mIoU: 0.551
2023-07-24 21:32:46,877 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.885, mIoU: 0.552
2023-07-24 21:32:46,891 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.885, mIoU: 0.552
2023-07-24 21:32:46,905 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.886, mIoU: 0.554
2023-07-24 21:32:46,915 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.886, mIoU: 0.554
2023-07-24 21:32:46,928 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.886, mIoU: 0.554
2023-07-24 21:32:46,942 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.886, mIoU: 0.555
2023-07-24 21:32:46,957 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.886, mIoU: 0.555
2023-07-24 21:32:46,969 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.886, mIoU: 0.555
2023-07-24 21:32:46,982 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-24 21:32:46,995 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 21:32:47,010 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 21:32:47,026 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 21:32:47,041 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 21:32:47,050 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 21:32:47,065 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.887, mIoU: 0.557
2023-07-24 21:32:47,080 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 21:32:47,093 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 21:32:47,108 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,124 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 21:32:47,137 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 21:32:47,152 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.888, mIoU: 0.561
2023-07-24 21:32:47,165 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.889, mIoU: 0.561
2023-07-24 21:32:47,180 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 21:32:47,195 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 21:32:47,211 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-24 21:32:47,226 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,239 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,252 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,267 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 21:32:47,281 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 21:32:47,295 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 21:32:47,309 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.888, mIoU: 0.557
2023-07-24 21:32:47,324 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.888, mIoU: 0.560
2023-07-24 21:32:47,339 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.888, mIoU: 0.558
2023-07-24 21:32:47,354 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-24 21:32:47,366 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.887, mIoU: 0.555
2023-07-24 21:32:47,380 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 21:32:47,395 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 21:32:47,410 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.887, mIoU: 0.556
2023-07-24 21:32:47,425 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.887, mIoU: 0.559
2023-07-24 21:32:47,440 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,453 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,468 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,483 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.888, mIoU: 0.559
2023-07-24 21:32:47,496 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.888, mIoU: 0.563
2023-07-24 21:32:47,511 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.888, mIoU: 0.564
2023-07-24 21:32:47,523 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-24 21:32:47,538 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-24 21:32:47,551 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.888, mIoU: 0.566
2023-07-24 21:32:47,562 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-24 21:32:47,574 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.887, mIoU: 0.567
2023-07-24 21:32:47,589 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.887, mIoU: 0.568
2023-07-24 21:32:47,604 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,618 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,633 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,641 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,656 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-24 21:32:47,671 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-24 21:32:47,687 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-24 21:32:47,702 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.888, mIoU: 0.569
2023-07-24 21:32:47,716 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-24 21:32:47,728 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.888, mIoU: 0.568
2023-07-24 21:32:47,741 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.888, mIoU: 0.569
2023-07-24 21:32:47,755 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,769 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,783 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,795 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,808 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,822 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,836 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,851 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.888, mIoU: 0.567
2023-07-24 21:32:47,864 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.889, mIoU: 0.569
2023-07-24 21:32:47,878 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:47,893 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:47,908 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:47,921 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:47,937 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:47,951 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:47,964 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:47,979 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:47,994 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:48,008 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:48,023 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,036 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,051 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,066 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,082 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.890, mIoU: 0.575
2023-07-24 21:32:48,092 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.890, mIoU: 0.575
2023-07-24 21:32:48,107 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.889, mIoU: 0.574
2023-07-24 21:32:48,122 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.889, mIoU: 0.575
2023-07-24 21:32:48,134 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,148 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,161 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,176 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.889, mIoU: 0.573
2023-07-24 21:32:48,191 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.889, mIoU: 0.573
2023-07-24 21:32:48,205 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.889, mIoU: 0.573
2023-07-24 21:32:48,218 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,230 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,242 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,256 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,271 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-24 21:32:48,286 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,300 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,314 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.889, mIoU: 0.572
2023-07-24 21:32:48,327 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-24 21:32:48,341 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,356 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,368 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,382 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,396 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,411 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,425 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,440 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,452 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,467 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-24 21:32:48,482 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,496 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.890, mIoU: 0.574
2023-07-24 21:32:48,510 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.890, mIoU: 0.573
2023-07-24 21:32:48,525 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,537 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,552 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,566 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-24 21:32:48,581 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,594 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,608 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-24 21:32:48,622 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-24 21:32:48,637 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-24 21:32:48,651 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.891, mIoU: 0.575
2023-07-24 21:32:48,666 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.891, mIoU: 0.576
2023-07-24 21:32:48,681 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 21:32:48,697 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 21:32:48,712 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 21:32:48,726 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 21:32:48,739 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.892, mIoU: 0.577
2023-07-24 21:32:48,754 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.892, mIoU: 0.579
2023-07-24 21:32:48,769 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.892, mIoU: 0.579
2023-07-24 21:32:48,783 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.892, mIoU: 0.579
2023-07-24 21:32:48,796 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.892, mIoU: 0.579
2023-07-24 21:32:48,811 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.892, mIoU: 0.580
2023-07-24 21:32:48,824 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.892, mIoU: 0.580
2023-07-24 21:32:48,840 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:48,855 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:48,870 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:48,885 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:48,900 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:48,915 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:48,929 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:48,943 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-24 21:32:48,957 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-24 21:32:48,972 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-24 21:32:48,990 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.893, mIoU: 0.584
2023-07-24 21:32:49,005 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-24 21:32:49,020 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-24 21:32:49,030 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.893, mIoU: 0.583
2023-07-24 21:32:49,043 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.892, mIoU: 0.582
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2023-07-24 21:32:49,070 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.892, mIoU: 0.580
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2023-07-24 21:32:49,096 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,109 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,123 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,138 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,153 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,167 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,180 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,193 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,206 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,219 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,233 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,248 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.893, mIoU: 0.581
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2023-07-24 21:32:49,277 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,292 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,304 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,319 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,333 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,346 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,358 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,372 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,387 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,402 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,415 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,429 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,444 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,459 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,471 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,484 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.893, mIoU: 0.580
2023-07-24 21:32:49,492 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,507 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,522 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,537 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,552 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.893, mIoU: 0.581
2023-07-24 21:32:49,567 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,581 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,597 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,611 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,624 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,638 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,652 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,666 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,680 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,693 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:49,707 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:49,719 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:32:49,733 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,745 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:49,759 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,772 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,785 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:49,800 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:49,811 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:32:49,824 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:49,836 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,847 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:49,862 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,877 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,892 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,906 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,921 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,935 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:49,948 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,963 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,978 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:49,994 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:50,009 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:50,024 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:50,040 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:50,053 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:50,065 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,078 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.893, mIoU: 0.582
2023-07-24 21:32:50,092 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,108 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,121 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,134 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,148 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,162 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,177 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,191 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:50,206 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:50,218 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:50,233 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:50,245 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,260 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 21:32:50,274 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:50,288 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-24 21:32:50,303 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 21:32:50,316 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,331 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,346 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,358 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,371 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,386 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,401 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,416 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,431 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,443 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,456 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:50,470 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:50,483 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:50,497 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:50,514 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:32:50,527 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:32:50,542 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:32:50,554 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,569 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,583 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,596 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,609 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,623 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,638 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,650 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,665 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:50,679 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,693 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,708 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:50,724 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,740 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,757 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,770 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,784 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,797 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,812 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,825 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,838 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,852 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,867 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,880 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,895 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,909 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,924 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:50,938 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,951 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,963 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,976 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:50,989 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,001 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,013 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:51,028 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,040 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,052 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,066 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,080 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,094 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,110 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,122 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,134 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,149 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,163 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,177 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,192 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,204 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:51,216 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,227 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,242 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,257 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:51,271 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,284 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:51,295 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,308 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,322 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,337 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,350 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,364 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,377 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,392 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,404 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,419 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,431 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,446 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,461 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,473 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,488 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,503 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,518 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,533 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,548 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,562 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,577 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:51,591 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,606 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-24 21:32:51,621 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,634 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,647 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,659 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,675 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,689 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,705 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,721 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,733 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,748 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,765 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,780 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,793 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,808 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,822 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-24 21:32:51,835 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,849 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,864 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,879 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:51,891 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:51,902 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:51,918 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:51,932 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 21:32:51,947 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 21:32:51,959 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-24 21:32:51,973 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:51,988 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:52,002 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-24 21:32:52,016 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:52,029 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:32:52,043 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:52,055 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-24 21:32:52,070 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,083 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,095 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,110 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,123 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,138 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,153 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,168 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,183 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,198 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,212 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,226 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,242 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,257 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,273 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,288 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,297 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,311 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,324 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,338 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:32:52,352 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,367 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-24 21:32:52,380 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,394 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,408 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-24 21:32:52,422 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,437 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,451 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,464 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,478 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,492 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,507 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,519 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,533 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-24 21:32:52,548 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,562 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,575 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,589 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,604 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,616 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,630 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,644 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,657 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,671 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,684 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,697 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,712 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:52,727 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,743 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,758 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,774 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,787 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,800 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,814 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,828 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,841 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:52,855 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:52,870 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,885 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 21:32:52,901 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,914 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,926 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,941 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,955 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,967 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,981 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:52,993 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,008 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,021 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,036 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,050 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,063 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,072 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,087 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.897, mIoU: 0.586
2023-07-24 21:32:53,101 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,113 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,126 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,140 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,154 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,167 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,180 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,195 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,209 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,223 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 21:32:53,237 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.898, mIoU: 0.585
2023-07-24 21:32:53,252 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,267 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,280 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,294 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,308 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,321 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.898, mIoU: 0.586
2023-07-24 21:32:53,334 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,349 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,364 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,378 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,386 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,399 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,412 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,424 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,435 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,449 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,464 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,478 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.898, mIoU: 0.587
2023-07-24 21:32:53,490 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 21:32:53,503 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 21:32:53,517 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 21:32:53,528 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.898, mIoU: 0.588
2023-07-24 21:32:53,543 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:53,556 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,570 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,584 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,599 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,613 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,624 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,637 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,652 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,666 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,680 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 21:32:53,695 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,707 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,717 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 21:32:53,728 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.590
2023-07-24 21:32:53,741 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,753 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,769 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,782 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:53,797 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 21:32:53,813 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:53,828 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:53,842 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,858 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,873 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,888 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,904 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,918 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,932 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:53,947 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,963 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:53,975 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:53,988 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,003 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,014 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,030 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,042 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,056 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,070 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 21:32:54,087 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,102 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,114 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,129 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,143 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,157 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,171 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,183 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 21:32:54,196 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 21:32:54,210 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 21:32:54,224 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 21:32:54,238 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 21:32:54,252 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,268 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 21:32:54,283 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.899, mIoU: 0.592
2023-07-24 21:32:54,296 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.899, mIoU: 0.591
2023-07-24 21:32:54,310 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,322 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,337 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,347 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,359 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,373 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,385 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,400 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,414 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,429 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:54,444 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:54,460 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:54,474 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,489 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,501 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,516 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,529 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,543 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,558 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,571 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,585 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,598 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,612 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,626 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,641 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:54,656 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:54,670 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:54,682 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:54,694 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:54,709 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.898, mIoU: 0.589
2023-07-24 21:32:54,721 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:54,734 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,749 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,765 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,780 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,792 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,805 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,819 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:54,835 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:54,850 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:54,862 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:54,875 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.898, mIoU: 0.590
2023-07-24 21:32:54,890 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,904 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,919 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,934 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.591
2023-07-24 21:32:54,948 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 21:32:54,962 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 21:32:54,976 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 21:32:54,991 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.592
2023-07-24 21:32:55,006 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-24 21:32:55,020 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,034 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 21:32:55,049 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:55,062 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:55,076 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:55,091 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-24 21:32:55,106 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:55,118 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.897, mIoU: 0.589
2023-07-24 21:32:55,132 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,147 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,162 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,175 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,190 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,205 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,219 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,234 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,249 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,265 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,278 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,292 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,308 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,321 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,336 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,348 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,357 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,372 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,386 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,399 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,414 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,429 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,441 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-24 21:32:55,454 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-24 21:32:55,469 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-24 21:32:55,483 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.896, mIoU: 0.589
2023-07-24 21:32:55,497 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,514 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,528 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,544 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:55,558 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,571 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.897, mIoU: 0.590
2023-07-24 21:32:55,586 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,601 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,616 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,628 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,642 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,657 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,672 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,687 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,703 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,716 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,731 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,745 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,758 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.897, mIoU: 0.591
2023-07-24 21:32:55,775 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,791 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,805 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,820 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,832 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,846 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:55,860 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,874 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,888 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,901 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,915 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,928 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.897, mIoU: 0.592
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2023-07-24 21:32:55,979 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:55,993 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,007 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,017 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,030 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,045 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.897, mIoU: 0.593
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2023-07-24 21:32:56,072 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.897, mIoU: 0.592
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2023-07-24 21:32:56,102 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,116 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,129 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,143 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,157 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,169 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,184 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,196 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,209 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,223 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,238 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,253 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,268 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,282 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,296 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,311 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,323 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,337 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,352 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,366 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,381 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,393 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,405 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,419 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,434 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,447 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-24 21:32:56,460 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.897, mIoU: 0.592
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2023-07-24 21:32:56,513 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,527 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,542 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,556 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,570 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,583 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,597 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,611 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.897, mIoU: 0.592
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2023-07-24 21:32:56,639 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.896, mIoU: 0.593
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2023-07-24 21:32:56,669 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.897, mIoU: 0.593
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2023-07-24 21:32:56,700 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-24 21:32:56,715 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-24 21:32:56,729 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,744 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.897, mIoU: 0.593
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2023-07-24 21:32:56,772 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.897, mIoU: 0.593
2023-07-24 21:32:56,790 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 21:32:56,806 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-24 21:32:56,819 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-24 21:32:56,833 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-24 21:32:56,844 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:56,857 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:56,872 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:56,886 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:56,898 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:56,912 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.896, mIoU: 0.591
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2023-07-24 21:32:56,951 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.896, mIoU: 0.590
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2023-07-24 21:32:56,989 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.896, mIoU: 0.591
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2023-07-24 21:32:57,017 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-24 21:32:57,032 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:57,045 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:57,057 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:57,072 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.896, mIoU: 0.590
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2023-07-24 21:32:57,101 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-24 21:32:57,114 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.590
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2023-07-24 21:32:57,142 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.589
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2023-07-24 21:32:57,214 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.586
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2023-07-24 21:32:57,313 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:57,326 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.894, mIoU: 0.585
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2023-07-24 21:32:57,424 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:57,479 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,494 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,508 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,523 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,538 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:57,551 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,565 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,580 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,593 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,608 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:57,623 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,638 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:57,654 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:57,670 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-24 21:32:57,686 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:57,730 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,744 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:57,787 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,802 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,815 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,828 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,843 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:57,871 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,886 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:57,931 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,945 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,960 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,974 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:57,987 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,000 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,013 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,026 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,038 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,053 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,067 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,080 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,093 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,107 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,118 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,132 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,146 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,161 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-24 21:32:58,190 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,202 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,217 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,231 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.583
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2023-07-24 21:32:58,274 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,289 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,302 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,316 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,331 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.894, mIoU: 0.583
2023-07-24 21:32:58,345 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-24 21:32:58,429 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,441 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-24 21:32:58,455 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,470 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,484 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-24 21:32:58,499 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 21:32:58,513 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.894, mIoU: 0.584
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2023-07-24 21:32:59,684 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-24 21:33:00,143 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-24 21:33:00,185 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:33:00,197 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,211 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,225 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,239 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,252 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,267 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:33:00,281 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-24 21:33:00,295 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-24 21:33:00,310 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,323 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,337 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,351 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-24 21:33:00,367 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-24 21:33:16,815 semantic_segmentation INFO: Iters: 23210/150000 || Lr: 0.017192 || Task Loss: 0.6643 || KD Loss: 0.2701|| 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: 10:47:01 || Estimated Time: 2 days, 10:54:27
2023-07-24 21:33:33,200 semantic_segmentation INFO: Iters: 23220/150000 || Lr: 0.017191 || Task Loss: 0.5116 || KD Loss: 0.1361|| 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: 10:47:17 || Estimated Time: 2 days, 10:54:08
2023-07-24 21:33:49,586 semantic_segmentation INFO: Iters: 23230/150000 || Lr: 0.017190 || Task Loss: 0.7778 || KD Loss: 0.2277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:34 || Estimated Time: 2 days, 10:53:50
2023-07-24 21:34:06,019 semantic_segmentation INFO: Iters: 23240/150000 || Lr: 0.017188 || Task Loss: 0.7098 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:50 || Estimated Time: 2 days, 10:53:32
2023-07-24 21:34:22,557 semantic_segmentation INFO: Iters: 23250/150000 || Lr: 0.017187 || Task Loss: 0.4322 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:07 || Estimated Time: 2 days, 10:53:14
2023-07-24 21:34:38,963 semantic_segmentation INFO: Iters: 23260/150000 || Lr: 0.017186 || Task Loss: 0.6745 || KD Loss: 0.2251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:23 || Estimated Time: 2 days, 10:52:55
2023-07-24 21:34:55,484 semantic_segmentation INFO: Iters: 23270/150000 || Lr: 0.017185 || Task Loss: 0.5435 || KD Loss: 0.1035|| 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: 10:48:39 || Estimated Time: 2 days, 10:52:37
2023-07-24 21:35:11,954 semantic_segmentation INFO: Iters: 23280/150000 || Lr: 0.017183 || Task Loss: 0.6538 || KD Loss: 0.2011|| 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: 10:48:56 || Estimated Time: 2 days, 10:52:19
2023-07-24 21:35:28,504 semantic_segmentation INFO: Iters: 23290/150000 || Lr: 0.017182 || Task Loss: 0.6373 || KD Loss: 0.1820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:12 || Estimated Time: 2 days, 10:52:02
2023-07-24 21:35:44,914 semantic_segmentation INFO: Iters: 23300/150000 || Lr: 0.017181 || Task Loss: 0.5132 || KD Loss: 0.1497|| 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: 10:49:29 || Estimated Time: 2 days, 10:51:43
2023-07-24 21:36:01,407 semantic_segmentation INFO: Iters: 23310/150000 || Lr: 0.017180 || Task Loss: 0.5130 || KD Loss: 0.1300|| 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: 10:49:45 || Estimated Time: 2 days, 10:51:25
2023-07-24 21:36:17,848 semantic_segmentation INFO: Iters: 23320/150000 || Lr: 0.017179 || Task Loss: 0.9450 || KD Loss: 0.3698|| 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: 10:50:02 || Estimated Time: 2 days, 10:51:07
2023-07-24 21:36:34,311 semantic_segmentation INFO: Iters: 23330/150000 || Lr: 0.017177 || Task Loss: 0.5326 || KD Loss: 0.1556|| 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: 10:50:18 || Estimated Time: 2 days, 10:50:49
2023-07-24 21:36:50,835 semantic_segmentation INFO: Iters: 23340/150000 || Lr: 0.017176 || Task Loss: 0.5433 || KD Loss: 0.1352|| 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: 10:50:35 || Estimated Time: 2 days, 10:50:31
2023-07-24 21:37:07,353 semantic_segmentation INFO: Iters: 23350/150000 || Lr: 0.017175 || Task Loss: 0.6863 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:51 || Estimated Time: 2 days, 10:50:13
2023-07-24 21:37:23,779 semantic_segmentation INFO: Iters: 23360/150000 || Lr: 0.017174 || Task Loss: 0.4596 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:08 || Estimated Time: 2 days, 10:49:55
2023-07-24 21:37:40,277 semantic_segmentation INFO: Iters: 23370/150000 || Lr: 0.017173 || Task Loss: 0.9178 || KD Loss: 0.4384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:24 || Estimated Time: 2 days, 10:49:37
2023-07-24 21:37:56,787 semantic_segmentation INFO: Iters: 23380/150000 || Lr: 0.017171 || Task Loss: 0.6514 || KD Loss: 0.2369|| 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: 10:51:41 || Estimated Time: 2 days, 10:49:19
2023-07-24 21:38:13,354 semantic_segmentation INFO: Iters: 23390/150000 || Lr: 0.017170 || Task Loss: 0.5740 || KD Loss: 0.1299|| 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: 10:51:57 || Estimated Time: 2 days, 10:49:02
2023-07-24 21:38:29,878 semantic_segmentation INFO: Iters: 23400/150000 || Lr: 0.017169 || Task Loss: 0.5975 || KD Loss: 0.1890|| 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: 10:52:14 || Estimated Time: 2 days, 10:48:44
2023-07-24 21:38:46,344 semantic_segmentation INFO: Iters: 23410/150000 || Lr: 0.017168 || Task Loss: 0.4157 || KD Loss: 0.1023|| 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: 10:52:30 || Estimated Time: 2 days, 10:48:25
2023-07-24 21:39:02,933 semantic_segmentation INFO: Iters: 23420/150000 || Lr: 0.017166 || Task Loss: 0.4372 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 10:48:08
2023-07-24 21:39:19,369 semantic_segmentation INFO: Iters: 23430/150000 || Lr: 0.017165 || Task Loss: 0.3955 || KD Loss: 0.0948|| 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: 10:53:03 || Estimated Time: 2 days, 10:47:50
2023-07-24 21:39:37,905 semantic_segmentation INFO: Iters: 23440/150000 || Lr: 0.017164 || Task Loss: 0.4044 || KD Loss: 0.1169|| 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: 10:53:22 || Estimated Time: 2 days, 10:47:42
2023-07-24 21:39:56,055 semantic_segmentation INFO: Iters: 23450/150000 || Lr: 0.017163 || Task Loss: 0.5078 || KD Loss: 0.1560|| 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: 10:53:40 || Estimated Time: 2 days, 10:47:34
2023-07-24 21:40:12,552 semantic_segmentation INFO: Iters: 23460/150000 || Lr: 0.017162 || Task Loss: 0.8147 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 10:47:16
2023-07-24 21:40:28,973 semantic_segmentation INFO: Iters: 23470/150000 || Lr: 0.017160 || Task Loss: 0.5621 || KD Loss: 0.1582|| 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: 10:54:13 || Estimated Time: 2 days, 10:46:57
2023-07-24 21:40:45,466 semantic_segmentation INFO: Iters: 23480/150000 || Lr: 0.017159 || Task Loss: 0.8680 || KD Loss: 0.3171|| 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: 10:54:29 || Estimated Time: 2 days, 10:46:39
2023-07-24 21:41:02,007 semantic_segmentation INFO: Iters: 23490/150000 || Lr: 0.017158 || Task Loss: 0.5976 || KD Loss: 0.1644|| 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: 10:54:46 || Estimated Time: 2 days, 10:46:22
2023-07-24 21:41:18,512 semantic_segmentation INFO: Iters: 23500/150000 || Lr: 0.017157 || Task Loss: 0.7341 || KD Loss: 0.1899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:02 || Estimated Time: 2 days, 10:46:04
2023-07-24 21:41:35,117 semantic_segmentation INFO: Iters: 23510/150000 || Lr: 0.017155 || Task Loss: 0.4857 || KD Loss: 0.1062|| 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: 10:55:19 || Estimated Time: 2 days, 10:45:46
2023-07-24 21:41:51,685 semantic_segmentation INFO: Iters: 23520/150000 || Lr: 0.017154 || Task Loss: 0.7207 || KD Loss: 0.2180|| 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: 10:55:36 || Estimated Time: 2 days, 10:45:29
2023-07-24 21:42:08,216 semantic_segmentation INFO: Iters: 23530/150000 || Lr: 0.017153 || Task Loss: 0.5429 || KD Loss: 0.2139|| 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: 10:55:52 || Estimated Time: 2 days, 10:45:11
2023-07-24 21:42:24,759 semantic_segmentation INFO: Iters: 23540/150000 || Lr: 0.017152 || Task Loss: 0.5368 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:09 || Estimated Time: 2 days, 10:44:53
2023-07-24 21:42:41,258 semantic_segmentation INFO: Iters: 23550/150000 || Lr: 0.017151 || Task Loss: 0.3358 || KD Loss: 0.0714|| 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: 10:56:25 || Estimated Time: 2 days, 10:44:36
2023-07-24 21:42:57,854 semantic_segmentation INFO: Iters: 23560/150000 || Lr: 0.017149 || Task Loss: 0.5314 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:42 || Estimated Time: 2 days, 10:44:18
2023-07-24 21:43:14,405 semantic_segmentation INFO: Iters: 23570/150000 || Lr: 0.017148 || Task Loss: 0.5626 || KD Loss: 0.2111|| 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: 10:56:58 || Estimated Time: 2 days, 10:44:00
2023-07-24 21:43:30,820 semantic_segmentation INFO: Iters: 23580/150000 || Lr: 0.017147 || Task Loss: 0.5872 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:57:15 || Estimated Time: 2 days, 10:43:42
2023-07-24 21:43:47,386 semantic_segmentation INFO: Iters: 23590/150000 || Lr: 0.017146 || Task Loss: 0.4444 || KD Loss: 0.0810|| 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: 10:57:31 || Estimated Time: 2 days, 10:43:25
2023-07-24 21:44:03,908 semantic_segmentation INFO: Iters: 23600/150000 || Lr: 0.017144 || Task Loss: 0.6025 || KD Loss: 0.1635|| 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: 10:57:48 || Estimated Time: 2 days, 10:43:07
2023-07-24 21:44:20,390 semantic_segmentation INFO: Iters: 23610/150000 || Lr: 0.017143 || Task Loss: 0.6910 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:04 || Estimated Time: 2 days, 10:42:49
2023-07-24 21:44:36,983 semantic_segmentation INFO: Iters: 23620/150000 || Lr: 0.017142 || Task Loss: 0.4261 || KD Loss: 0.0876|| 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: 10:58:21 || Estimated Time: 2 days, 10:42:31
2023-07-24 21:44:53,570 semantic_segmentation INFO: Iters: 23630/150000 || Lr: 0.017141 || Task Loss: 0.4723 || KD Loss: 0.1375|| 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: 10:58:38 || Estimated Time: 2 days, 10:42:14
2023-07-24 21:45:10,005 semantic_segmentation INFO: Iters: 23640/150000 || Lr: 0.017140 || Task Loss: 0.5844 || KD Loss: 0.1246|| 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: 10:58:54 || Estimated Time: 2 days, 10:41:56
2023-07-24 21:45:26,613 semantic_segmentation INFO: Iters: 23650/150000 || Lr: 0.017138 || Task Loss: 0.6949 || KD Loss: 0.2911|| 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: 10:59:11 || Estimated Time: 2 days, 10:41:38
2023-07-24 21:45:43,196 semantic_segmentation INFO: Iters: 23660/150000 || Lr: 0.017137 || Task Loss: 1.1178 || KD Loss: 0.4487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:27 || Estimated Time: 2 days, 10:41:21
2023-07-24 21:45:59,720 semantic_segmentation INFO: Iters: 23670/150000 || Lr: 0.017136 || Task Loss: 0.7750 || KD Loss: 0.3276|| 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: 10:59:44 || Estimated Time: 2 days, 10:41:03
2023-07-24 21:46:16,266 semantic_segmentation INFO: Iters: 23680/150000 || Lr: 0.017135 || Task Loss: 0.3485 || KD Loss: 0.0929|| 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: 11:00:00 || Estimated Time: 2 days, 10:40:45
2023-07-24 21:46:32,781 semantic_segmentation INFO: Iters: 23690/150000 || Lr: 0.017133 || Task Loss: 0.5720 || KD Loss: 0.1872|| 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: 11:00:17 || Estimated Time: 2 days, 10:40:28
2023-07-24 21:46:49,373 semantic_segmentation INFO: Iters: 23700/150000 || Lr: 0.017132 || Task Loss: 0.4728 || KD Loss: 0.1334|| 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: 11:00:33 || Estimated Time: 2 days, 10:40:10
2023-07-24 21:47:05,918 semantic_segmentation INFO: Iters: 23710/150000 || Lr: 0.017131 || Task Loss: 0.7828 || KD Loss: 0.2680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:00:50 || Estimated Time: 2 days, 10:39:52
2023-07-24 21:47:22,433 semantic_segmentation INFO: Iters: 23720/150000 || Lr: 0.017130 || Task Loss: 0.4295 || KD Loss: 0.1151|| 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: 11:01:06 || Estimated Time: 2 days, 10:39:35
2023-07-24 21:47:39,047 semantic_segmentation INFO: Iters: 23730/150000 || Lr: 0.017129 || Task Loss: 0.6801 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:01:23 || Estimated Time: 2 days, 10:39:17
2023-07-24 21:47:55,644 semantic_segmentation INFO: Iters: 23740/150000 || Lr: 0.017127 || Task Loss: 0.7313 || KD Loss: 0.2369|| 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: 11:01:40 || Estimated Time: 2 days, 10:39:00
2023-07-24 21:48:12,201 semantic_segmentation INFO: Iters: 23750/150000 || Lr: 0.017126 || Task Loss: 0.6987 || KD Loss: 0.2255|| 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: 11:01:56 || Estimated Time: 2 days, 10:38:42
2023-07-24 21:48:28,776 semantic_segmentation INFO: Iters: 23760/150000 || Lr: 0.017125 || Task Loss: 0.3676 || KD Loss: 0.0840|| 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: 11:02:13 || Estimated Time: 2 days, 10:38:25
2023-07-24 21:48:45,390 semantic_segmentation INFO: Iters: 23770/150000 || Lr: 0.017124 || Task Loss: 0.6953 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:29 || Estimated Time: 2 days, 10:38:07
2023-07-24 21:49:01,967 semantic_segmentation INFO: Iters: 23780/150000 || Lr: 0.017122 || Task Loss: 0.5598 || KD Loss: 0.1625|| 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: 11:02:46 || Estimated Time: 2 days, 10:37:50
2023-07-24 21:49:18,420 semantic_segmentation INFO: Iters: 23790/150000 || Lr: 0.017121 || Task Loss: 0.5829 || KD Loss: 0.2070|| 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: 11:03:02 || Estimated Time: 2 days, 10:37:32
2023-07-24 21:49:34,967 semantic_segmentation INFO: Iters: 23800/150000 || Lr: 0.017120 || Task Loss: 0.8084 || KD Loss: 0.2983|| 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: 11:03:19 || Estimated Time: 2 days, 10:37:14
2023-07-24 21:49:51,555 semantic_segmentation INFO: Iters: 23810/150000 || Lr: 0.017119 || Task Loss: 0.6177 || KD Loss: 0.1807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:36 || Estimated Time: 2 days, 10:36:57
2023-07-24 21:50:08,153 semantic_segmentation INFO: Iters: 23820/150000 || Lr: 0.017118 || Task Loss: 0.6300 || KD Loss: 0.1485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:52 || Estimated Time: 2 days, 10:36:39
2023-07-24 21:50:24,734 semantic_segmentation INFO: Iters: 23830/150000 || Lr: 0.017116 || Task Loss: 0.5799 || KD Loss: 0.1310|| 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: 11:04:09 || Estimated Time: 2 days, 10:36:22
2023-07-24 21:50:41,316 semantic_segmentation INFO: Iters: 23840/150000 || Lr: 0.017115 || Task Loss: 0.4807 || KD Loss: 0.1065|| 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: 11:04:25 || Estimated Time: 2 days, 10:36:05
2023-07-24 21:50:57,903 semantic_segmentation INFO: Iters: 23850/150000 || Lr: 0.017114 || Task Loss: 0.5108 || KD Loss: 0.0859|| 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: 11:04:42 || Estimated Time: 2 days, 10:35:47
2023-07-24 21:51:14,517 semantic_segmentation INFO: Iters: 23860/150000 || Lr: 0.017113 || Task Loss: 0.5495 || KD Loss: 0.1895|| 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: 11:04:58 || Estimated Time: 2 days, 10:35:30
2023-07-24 21:51:31,090 semantic_segmentation INFO: Iters: 23870/150000 || Lr: 0.017111 || Task Loss: 0.7241 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:15 || Estimated Time: 2 days, 10:35:12
2023-07-24 21:51:47,678 semantic_segmentation INFO: Iters: 23880/150000 || Lr: 0.017110 || Task Loss: 0.5484 || KD Loss: 0.1464|| 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: 11:05:32 || Estimated Time: 2 days, 10:34:55
2023-07-24 21:52:04,268 semantic_segmentation INFO: Iters: 23890/150000 || Lr: 0.017109 || Task Loss: 0.6674 || KD Loss: 0.1762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:48 || Estimated Time: 2 days, 10:34:37
2023-07-24 21:52:20,841 semantic_segmentation INFO: Iters: 23900/150000 || Lr: 0.017108 || Task Loss: 0.4036 || KD Loss: 0.1063|| 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: 11:06:05 || Estimated Time: 2 days, 10:34:20
2023-07-24 21:52:37,502 semantic_segmentation INFO: Iters: 23910/150000 || Lr: 0.017107 || Task Loss: 0.5206 || KD Loss: 0.1663|| 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: 11:06:21 || Estimated Time: 2 days, 10:34:03
2023-07-24 21:52:54,038 semantic_segmentation INFO: Iters: 23920/150000 || Lr: 0.017105 || Task Loss: 0.5295 || KD Loss: 0.0917|| 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: 11:06:38 || Estimated Time: 2 days, 10:33:45
2023-07-24 21:53:10,649 semantic_segmentation INFO: Iters: 23930/150000 || Lr: 0.017104 || Task Loss: 0.5310 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:06:55 || Estimated Time: 2 days, 10:33:28
2023-07-24 21:53:27,273 semantic_segmentation INFO: Iters: 23940/150000 || Lr: 0.017103 || Task Loss: 0.5952 || KD Loss: 0.1782|| 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: 11:07:11 || Estimated Time: 2 days, 10:33:10
2023-07-24 21:53:43,853 semantic_segmentation INFO: Iters: 23950/150000 || Lr: 0.017102 || Task Loss: 0.3656 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:28 || Estimated Time: 2 days, 10:32:53
2023-07-24 21:54:00,384 semantic_segmentation INFO: Iters: 23960/150000 || Lr: 0.017100 || Task Loss: 0.4290 || KD Loss: 0.1115|| 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: 11:07:44 || Estimated Time: 2 days, 10:32:35
2023-07-24 21:54:16,961 semantic_segmentation INFO: Iters: 23970/150000 || Lr: 0.017099 || Task Loss: 0.6070 || KD Loss: 0.1757|| 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: 11:08:01 || Estimated Time: 2 days, 10:32:18
2023-07-24 21:54:33,555 semantic_segmentation INFO: Iters: 23980/150000 || Lr: 0.017098 || Task Loss: 0.4290 || KD Loss: 0.1085|| 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: 11:08:18 || Estimated Time: 2 days, 10:32:00
2023-07-24 21:54:50,034 semantic_segmentation INFO: Iters: 23990/150000 || Lr: 0.017097 || Task Loss: 0.6082 || KD Loss: 0.1638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2727|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:34 || Estimated Time: 2 days, 10:31:43
2023-07-24 21:55:06,739 semantic_segmentation INFO: Iters: 24000/150000 || Lr: 0.017096 || Task Loss: 0.4074 || KD Loss: 0.0958|| 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: 11:08:51 || Estimated Time: 2 days, 10:31:26
2023-07-24 21:55:06,852 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 21:55:07,303 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.088
2023-07-24 21:55:07,333 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.131
2023-07-24 21:55:07,345 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-24 21:55:07,359 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.165
2023-07-24 21:55:07,372 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.242
2023-07-24 21:55:07,384 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.285
2023-07-24 21:55:07,398 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.327
2023-07-24 21:55:07,413 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.332
2023-07-24 21:55:07,426 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.374
2023-07-24 21:55:07,440 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.415
2023-07-24 21:55:07,455 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.481
2023-07-24 21:55:07,471 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.527
2023-07-24 21:55:07,483 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.919, mIoU: 0.461
2023-07-24 21:55:07,498 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.444
2023-07-24 21:55:07,513 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.435
2023-07-24 21:55:07,527 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.430
2023-07-24 21:55:07,538 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.420
2023-07-24 21:55:07,550 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.912, mIoU: 0.420
2023-07-24 21:55:07,565 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.423
2023-07-24 21:55:07,580 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.462
2023-07-24 21:55:07,595 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.464
2023-07-24 21:55:07,610 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.477
2023-07-24 21:55:07,624 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.916, mIoU: 0.501
2023-07-24 21:55:07,640 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.500
2023-07-24 21:55:07,656 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.498
2023-07-24 21:55:07,670 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.509
2023-07-24 21:55:07,685 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-24 21:55:07,696 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.505
2023-07-24 21:55:07,711 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.497
2023-07-24 21:55:07,726 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.498
2023-07-24 21:55:07,739 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.498
2023-07-24 21:55:07,754 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.496
2023-07-24 21:55:07,769 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.500
2023-07-24 21:55:07,783 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.489
2023-07-24 21:55:07,799 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.509
2023-07-24 21:55:07,814 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.507
2023-07-24 21:55:07,826 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.507
2023-07-24 21:55:07,839 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.547
2023-07-24 21:55:07,856 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.560
2023-07-24 21:55:07,869 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.557
2023-07-24 21:55:07,882 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.581
2023-07-24 21:55:07,898 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.581
2023-07-24 21:55:07,912 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.571
2023-07-24 21:55:07,926 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.570
2023-07-24 21:55:07,941 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.577
2023-07-24 21:55:07,956 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.579
2023-07-24 21:55:07,970 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.582
2023-07-24 21:55:07,982 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.583
2023-07-24 21:55:07,997 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.915, mIoU: 0.581
2023-07-24 21:55:08,013 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.577
2023-07-24 21:55:08,028 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-24 21:55:08,043 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-24 21:55:08,056 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.570
2023-07-24 21:55:08,071 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.567
2023-07-24 21:55:08,086 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-24 21:55:08,099 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.571
2023-07-24 21:55:08,114 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.568
2023-07-24 21:55:08,132 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-24 21:55:08,144 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.570
2023-07-24 21:55:08,159 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-24 21:55:08,172 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-24 21:55:08,186 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-24 21:55:08,199 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.612
2023-07-24 21:55:08,216 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.616
2023-07-24 21:55:08,229 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.618
2023-07-24 21:55:08,245 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.617
2023-07-24 21:55:08,260 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.618
2023-07-24 21:55:08,274 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-24 21:55:08,289 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-24 21:55:08,305 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-24 21:55:08,321 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-24 21:55:08,334 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-24 21:55:08,349 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-24 21:55:08,364 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-24 21:55:08,379 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-24 21:55:08,394 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-24 21:55:08,409 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-24 21:55:08,419 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-24 21:55:08,434 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-24 21:55:08,450 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-24 21:55:08,463 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-24 21:55:08,477 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.916, mIoU: 0.659
2023-07-24 21:55:08,491 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-24 21:55:08,506 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:08,522 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:08,538 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:08,552 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-24 21:55:08,567 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:08,581 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-24 21:55:08,593 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-24 21:55:08,608 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:08,623 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:08,637 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:08,652 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.661
2023-07-24 21:55:08,667 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.912, mIoU: 0.660
2023-07-24 21:55:08,683 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.659
2023-07-24 21:55:08,696 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.659
2023-07-24 21:55:08,709 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.660
2023-07-24 21:55:08,724 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-24 21:55:08,737 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.659
2023-07-24 21:55:08,752 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.658
2023-07-24 21:55:08,767 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.656
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2023-07-24 21:55:08,796 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-24 21:55:08,811 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-24 21:55:08,824 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.914, mIoU: 0.657
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2023-07-24 21:55:08,867 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.657
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2023-07-24 21:55:08,905 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-24 21:55:08,919 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-24 21:55:08,934 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-24 21:55:08,948 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-24 21:55:08,961 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-24 21:55:08,974 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:08,988 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:09,001 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-24 21:55:09,015 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 21:55:09,030 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 21:55:09,043 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:09,055 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:09,071 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-24 21:55:09,086 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-24 21:55:09,094 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-24 21:55:09,107 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-24 21:55:09,123 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:55:09,132 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-24 21:55:09,145 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-24 21:55:09,160 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-24 21:55:09,175 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-24 21:55:09,188 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:55:09,203 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-24 21:55:09,216 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-24 21:55:09,229 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-24 21:55:09,244 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-24 21:55:09,258 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:55:09,273 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-24 21:55:09,287 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-24 21:55:09,303 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-24 21:55:09,319 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-24 21:55:09,335 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-24 21:55:09,351 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-24 21:55:09,366 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-24 21:55:09,381 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-24 21:55:09,396 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-24 21:55:09,411 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-24 21:55:09,422 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-24 21:55:09,437 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:09,452 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-24 21:55:09,465 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.913, mIoU: 0.649
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2023-07-24 21:55:09,491 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.913, mIoU: 0.646
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2023-07-24 21:55:09,577 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-24 21:55:09,632 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-24 21:55:09,657 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-24 21:55:09,669 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.912, mIoU: 0.634
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2023-07-24 21:55:09,713 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-24 21:55:09,728 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-24 21:55:10,320 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-24 21:55:10,749 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-24 21:55:11,014 semantic_segmentation INFO: Sample: 260, Validation pixAcc: 0.906, mIoU: 0.616
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2023-07-24 21:55:13,154 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-24 21:55:13,204 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 21:55:13,218 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-24 21:55:13,233 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:55:13,247 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-24 21:55:13,259 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-24 21:55:13,274 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 21:55:13,288 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-24 21:55:13,303 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:55:13,316 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-24 21:55:13,330 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.907, mIoU: 0.621
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2023-07-24 21:55:13,359 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.907, mIoU: 0.622
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2023-07-24 21:55:13,387 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 21:55:13,402 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.908, mIoU: 0.626
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2023-07-24 21:55:13,446 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.908, mIoU: 0.626
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2023-07-24 21:55:13,473 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 21:55:13,488 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 21:55:13,502 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-24 21:55:13,518 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-24 21:55:13,533 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,547 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,563 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,578 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,594 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,608 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,622 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,635 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,648 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-24 21:55:13,663 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,678 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-24 21:55:13,692 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:13,707 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,719 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-24 21:55:13,734 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-24 21:55:13,746 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-24 21:55:13,757 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-24 21:55:13,771 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-24 21:55:13,785 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,800 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,815 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,831 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,847 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,861 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-24 21:55:13,870 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,880 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-24 21:55:13,893 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,906 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,921 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,934 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 21:55:13,949 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:13,964 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:13,979 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:13,993 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:14,007 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-24 21:55:14,020 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-24 21:55:14,034 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-24 21:55:14,049 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-24 21:55:14,061 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-24 21:55:14,076 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-24 21:55:14,087 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-24 21:55:14,101 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-24 21:55:14,115 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-24 21:55:14,129 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-24 21:55:14,143 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-24 21:55:14,158 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-24 21:55:14,168 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-24 21:55:14,181 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-24 21:55:14,195 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-24 21:55:14,210 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:14,223 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:14,236 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:14,250 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 21:55:14,264 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:14,280 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:14,294 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.912, mIoU: 0.641
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2023-07-24 21:55:14,361 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,375 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,388 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,404 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,416 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:14,432 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,447 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,462 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,477 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,490 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,503 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,517 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,532 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:14,545 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:14,559 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:14,574 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:14,590 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:14,606 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,618 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,632 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,646 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 21:55:14,660 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:14,675 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 21:55:14,689 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 21:55:14,701 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 21:55:14,715 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:14,729 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 21:55:14,742 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:14,756 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:14,767 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:14,782 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:14,794 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:14,806 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:14,819 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:14,833 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-24 21:55:14,848 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:14,862 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-24 21:55:14,877 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-24 21:55:14,885 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-24 21:55:14,900 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:14,915 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:14,930 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:14,944 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:14,959 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:14,972 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:14,985 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,000 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,015 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,029 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,042 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 21:55:15,055 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,069 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,083 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,098 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,111 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,125 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,141 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,156 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,168 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 21:55:15,184 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:15,199 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:15,212 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:15,227 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-24 21:55:15,241 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 21:55:15,256 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,271 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,284 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,300 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,315 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,332 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:15,342 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:15,357 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 21:55:15,372 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.647
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2023-07-24 21:55:15,399 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.646
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2023-07-24 21:55:15,426 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.647
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2023-07-24 21:55:15,479 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.911, mIoU: 0.645
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2023-07-24 21:55:15,650 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-24 21:55:15,780 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-24 21:55:15,904 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.913, mIoU: 0.649
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2023-07-24 21:55:15,932 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-24 21:55:15,946 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-24 21:55:15,960 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-24 21:55:15,974 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:15,986 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:16,000 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:16,014 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:16,029 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:16,041 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:16,056 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:16,069 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-24 21:55:16,083 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-24 21:55:16,098 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:16,113 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:16,127 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:16,141 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:16,155 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:16,170 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-24 21:55:16,183 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-24 21:55:16,197 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 21:55:16,213 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:16,231 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-24 21:55:16,247 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-24 21:55:16,262 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-24 21:55:16,273 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,287 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 21:55:16,302 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 21:55:16,316 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 21:55:16,331 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,345 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,358 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,374 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,390 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,406 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,421 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,434 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,447 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,459 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,473 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,487 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,501 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,515 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,529 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:16,543 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:16,555 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:16,569 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:16,583 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,595 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,608 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,622 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,638 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:16,653 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,666 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,680 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,695 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-24 21:55:16,710 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,723 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,735 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,743 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-24 21:55:16,758 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-24 21:55:16,773 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,787 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:16,802 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:16,817 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:16,832 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,847 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,862 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,875 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,890 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,904 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,919 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,934 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:16,946 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,959 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,972 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:16,986 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:16,999 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:17,012 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:17,025 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:17,039 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-24 21:55:17,054 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,066 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,080 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,093 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,104 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,119 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:17,133 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,148 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,163 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,177 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,192 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,205 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,219 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,234 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,251 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,266 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,280 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:17,296 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:17,309 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:17,322 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:17,334 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,349 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,365 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,378 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,390 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:17,405 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,419 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,433 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,448 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,462 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,475 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:17,490 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,502 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,516 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,530 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,544 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,560 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,572 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,587 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,603 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,616 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,630 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:17,645 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,661 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,676 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,691 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:17,703 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:17,716 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,730 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,743 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:17,758 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:17,775 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,788 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,803 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,817 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,831 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,846 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,859 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,872 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,886 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,900 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-24 21:55:17,913 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:17,927 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:17,942 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:17,955 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:17,968 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:17,982 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:17,997 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:18,012 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,025 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,038 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,051 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,066 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,079 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:18,092 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:18,107 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:18,122 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,135 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:18,151 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,166 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,181 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-24 21:55:18,197 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,210 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,222 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,236 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,249 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,262 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,275 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,289 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,302 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,316 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,329 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,344 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:18,359 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,374 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,386 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,399 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,413 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,427 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,442 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,456 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,469 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,482 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,493 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,508 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,524 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,539 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,553 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,564 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,577 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,592 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,607 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:18,620 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:18,636 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:18,651 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,666 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:18,679 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:18,693 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:18,706 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,726 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,741 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,754 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,769 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,784 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,798 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,814 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,828 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,843 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,857 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:18,871 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,885 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,900 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,912 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,925 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,938 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,953 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:18,967 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:18,982 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:18,997 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,008 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,022 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,038 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,052 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,065 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:19,080 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,095 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,108 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,123 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,139 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,153 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,166 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,178 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,195 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,210 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,225 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,238 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,254 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:19,269 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:19,284 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:19,298 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:19,311 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-24 21:55:19,325 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,338 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,352 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,365 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,377 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,392 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,404 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,418 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,432 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,445 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,459 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,473 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,486 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,500 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,516 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,530 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,545 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,560 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,569 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,583 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,596 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,610 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,625 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,640 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,654 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,670 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,684 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,699 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,714 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,730 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,743 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,759 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,774 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,789 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,803 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,818 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:19,834 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,849 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,862 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,877 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,892 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,904 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,918 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:19,933 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,945 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:19,959 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:19,971 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:19,985 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:19,999 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,014 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,028 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,042 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,057 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,069 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,082 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,096 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,109 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,123 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,138 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,153 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,168 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,184 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,197 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,210 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,226 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,241 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,255 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,270 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,283 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,299 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,313 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,329 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,343 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,357 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,366 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,381 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,396 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,408 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,422 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,436 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,450 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,462 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,476 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,490 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,505 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,519 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,534 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,550 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,565 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,578 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,593 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,608 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,621 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-24 21:55:20,634 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,651 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,667 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,683 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,690 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,703 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,716 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,728 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,740 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:20,754 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,769 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,783 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,795 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:20,808 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:20,822 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:20,833 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:20,848 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:20,860 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,875 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,890 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,904 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,919 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,930 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,943 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,957 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,972 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:20,986 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,001 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,014 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,024 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,035 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,047 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,058 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:21,073 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-24 21:55:21,085 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:21,100 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:21,115 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:21,130 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:21,143 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,159 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,174 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,189 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,204 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,218 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,233 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,248 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,263 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,276 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,289 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,303 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,316 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,331 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,344 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,359 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,373 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,391 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,406 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,419 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,434 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,449 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,464 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,479 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,493 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-24 21:55:21,506 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-24 21:55:21,521 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-24 21:55:21,535 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-24 21:55:21,550 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-24 21:55:21,565 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,581 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,596 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,611 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,626 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,639 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-24 21:55:21,654 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,664 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-24 21:55:21,678 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,694 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,705 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,720 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-24 21:55:21,735 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:21,749 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:21,764 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:21,779 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:21,793 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:21,807 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,819 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,834 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,846 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,860 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,874 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,886 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,900 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,913 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,927 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:21,941 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:21,955 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:21,970 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:21,985 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:21,998 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:22,011 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:22,025 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-24 21:55:22,038 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,051 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,066 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,080 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,095 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,107 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,120 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,135 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,150 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,166 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,180 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,193 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,208 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,224 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,239 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,254 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,269 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,284 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,298 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,313 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,329 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-24 21:55:22,344 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:22,358 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,372 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,385 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,400 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,414 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,429 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,441 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-24 21:55:22,455 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,469 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,484 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,497 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,511 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,525 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,539 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,554 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,568 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,582 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,595 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:22,610 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,625 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,638 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,652 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,665 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:22,674 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,689 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,705 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,718 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-24 21:55:22,733 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:22,747 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:22,760 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-24 21:55:22,772 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-24 21:55:22,787 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-24 21:55:22,802 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-24 21:55:22,816 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-24 21:55:22,833 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-24 21:55:22,847 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-24 21:55:22,863 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-24 21:55:22,878 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-24 21:55:22,891 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-24 21:55:22,905 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:22,920 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:22,934 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:22,946 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:22,959 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:22,974 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:22,988 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,004 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,018 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,031 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,046 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,059 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,072 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,087 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,102 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,116 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,131 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,143 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,158 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,172 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,187 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,202 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,216 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,231 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,244 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,258 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,270 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,285 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,300 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,315 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,330 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,341 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,354 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,370 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,385 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,398 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,412 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,428 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,442 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-24 21:55:23,469 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,483 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,497 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,511 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,523 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,536 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.915, mIoU: 0.646
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2023-07-24 21:55:23,635 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-24 21:55:23,647 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-24 21:55:23,661 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-24 21:55:23,928 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-24 21:55:24,099 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:24,115 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-24 21:55:24,130 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,142 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,157 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,168 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,182 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,198 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,212 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,225 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,240 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,256 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,270 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,281 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,296 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,310 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,321 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,335 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,350 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,365 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,377 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-24 21:55:24,389 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,404 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,418 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,433 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,445 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,461 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,473 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,486 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-24 21:55:24,502 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:24,517 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:24,532 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-24 21:55:24,546 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,562 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,575 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,590 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,604 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,618 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,633 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,646 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:24,658 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:24,674 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,689 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,704 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,718 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:24,731 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,745 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-24 21:55:24,759 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,772 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,785 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,799 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,814 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,829 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,843 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,858 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,873 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,886 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,900 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,915 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,928 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,943 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,958 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-24 21:55:24,973 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-24 21:55:24,987 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-24 21:55:25,004 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,018 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,032 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,046 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,061 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,075 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,090 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,104 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,119 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,133 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,146 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,158 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,172 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,187 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,199 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,213 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,228 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,243 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,258 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:25,272 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,286 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,301 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,313 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,326 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,339 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,351 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,364 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,379 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,393 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,406 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,418 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,433 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,444 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,458 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,473 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:25,489 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,504 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,519 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,532 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,547 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,562 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,575 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,590 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,605 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,620 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,633 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,648 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,663 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,677 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,692 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:25,704 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,719 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,735 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,750 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,765 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,777 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:25,792 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,806 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,820 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,835 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,849 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,864 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,879 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,889 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,903 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,915 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,928 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,944 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,959 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,972 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,984 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:25,998 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,011 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,026 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,039 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,054 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,069 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,082 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,097 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,112 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,125 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,140 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,154 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,167 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,182 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,193 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,208 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,223 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,237 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,252 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,264 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,277 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,290 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,304 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,318 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,330 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,343 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,357 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,371 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,385 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-24 21:55:26,398 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,412 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,428 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,443 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,458 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,474 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,482 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,498 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,511 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,524 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,538 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,554 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-24 21:55:26,568 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,584 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 21:55:26,600 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:26,615 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:26,630 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 21:55:26,643 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:26,657 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,672 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,687 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,701 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,715 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,732 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,746 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,760 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,774 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,788 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,801 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,813 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,828 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,842 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,856 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:26,870 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-24 21:55:26,884 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-24 21:55:26,899 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,914 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,926 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,940 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,953 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,967 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,982 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:26,998 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:27,012 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:27,025 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:27,040 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,054 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 21:55:27,069 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,083 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,098 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,114 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,129 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,142 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-24 21:55:27,156 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,170 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,185 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,199 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,214 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,230 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,244 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,259 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,268 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,282 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,295 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,309 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,323 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,337 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,351 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,362 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,371 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,387 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,401 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,415 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,427 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,441 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,455 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,467 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,482 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,498 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,512 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,527 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,540 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,554 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,569 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,584 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,596 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,611 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,626 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-24 21:55:27,641 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,656 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,669 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,683 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,697 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-24 21:55:27,713 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-24 21:55:44,398 semantic_segmentation INFO: Iters: 24010/150000 || Lr: 0.017094 || Task Loss: 0.5571 || KD Loss: 0.1350|| 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: 11:09:28 || Estimated Time: 2 days, 10:32:59
2023-07-24 21:56:00,974 semantic_segmentation INFO: Iters: 24020/150000 || Lr: 0.017093 || Task Loss: 0.4412 || KD Loss: 0.1381|| 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: 11:09:45 || Estimated Time: 2 days, 10:32:41
2023-07-24 21:56:17,565 semantic_segmentation INFO: Iters: 24030/150000 || Lr: 0.017092 || Task Loss: 0.5097 || KD Loss: 0.1599|| 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: 11:10:02 || Estimated Time: 2 days, 10:32:24
2023-07-24 21:56:34,195 semantic_segmentation INFO: Iters: 24040/150000 || Lr: 0.017091 || Task Loss: 0.2853 || KD Loss: 0.0648|| 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: 11:10:18 || Estimated Time: 2 days, 10:32:07
2023-07-24 21:56:51,292 semantic_segmentation INFO: Iters: 24050/150000 || Lr: 0.017089 || Task Loss: 0.7422 || KD Loss: 0.2440|| 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: 11:10:35 || Estimated Time: 2 days, 10:31:52
2023-07-24 21:57:07,890 semantic_segmentation INFO: Iters: 24060/150000 || Lr: 0.017088 || Task Loss: 0.4201 || KD Loss: 0.1011|| 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: 11:10:52 || Estimated Time: 2 days, 10:31:34
2023-07-24 21:57:24,526 semantic_segmentation INFO: Iters: 24070/150000 || Lr: 0.017087 || Task Loss: 0.9589 || KD Loss: 0.3906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:09 || Estimated Time: 2 days, 10:31:17
2023-07-24 21:57:41,207 semantic_segmentation INFO: Iters: 24080/150000 || Lr: 0.017086 || Task Loss: 0.8130 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:25 || Estimated Time: 2 days, 10:31:00
2023-07-24 21:57:57,838 semantic_segmentation INFO: Iters: 24090/150000 || Lr: 0.017085 || Task Loss: 0.4570 || KD Loss: 0.1967|| 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: 11:11:42 || Estimated Time: 2 days, 10:30:43
2023-07-24 21:58:14,522 semantic_segmentation INFO: Iters: 24100/150000 || Lr: 0.017083 || Task Loss: 0.7122 || KD Loss: 0.2404|| 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: 11:11:59 || Estimated Time: 2 days, 10:30:26
2023-07-24 21:58:31,132 semantic_segmentation INFO: Iters: 24110/150000 || Lr: 0.017082 || Task Loss: 0.6763 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2667|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:15 || Estimated Time: 2 days, 10:30:09
2023-07-24 21:58:47,788 semantic_segmentation INFO: Iters: 24120/150000 || Lr: 0.017081 || Task Loss: 0.7365 || KD Loss: 0.2789|| 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: 11:12:32 || Estimated Time: 2 days, 10:29:51
2023-07-24 21:59:04,498 semantic_segmentation INFO: Iters: 24130/150000 || Lr: 0.017080 || Task Loss: 0.4993 || KD Loss: 0.1235|| 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: 11:12:48 || Estimated Time: 2 days, 10:29:35
2023-07-24 21:59:21,194 semantic_segmentation INFO: Iters: 24140/150000 || Lr: 0.017079 || Task Loss: 0.9243 || KD Loss: 0.3005|| 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: 11:13:05 || Estimated Time: 2 days, 10:29:18
2023-07-24 21:59:37,885 semantic_segmentation INFO: Iters: 24150/150000 || Lr: 0.017077 || Task Loss: 0.5614 || KD Loss: 0.1654|| 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: 11:13:22 || Estimated Time: 2 days, 10:29:01
2023-07-24 21:59:54,483 semantic_segmentation INFO: Iters: 24160/150000 || Lr: 0.017076 || Task Loss: 0.6365 || KD Loss: 0.1728|| 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: 11:13:38 || Estimated Time: 2 days, 10:28:43
2023-07-24 22:00:11,539 semantic_segmentation INFO: Iters: 24170/150000 || Lr: 0.017075 || Task Loss: 0.6175 || KD Loss: 0.2161|| 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: 11:13:56 || Estimated Time: 2 days, 10:28:28
2023-07-24 22:00:28,218 semantic_segmentation INFO: Iters: 24180/150000 || Lr: 0.017074 || Task Loss: 0.5310 || KD Loss: 0.1414|| 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: 11:14:12 || Estimated Time: 2 days, 10:28:11
2023-07-24 22:00:44,836 semantic_segmentation INFO: Iters: 24190/150000 || Lr: 0.017072 || Task Loss: 0.5799 || KD Loss: 0.1438|| 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: 11:14:29 || Estimated Time: 2 days, 10:27:54
2023-07-24 22:01:01,534 semantic_segmentation INFO: Iters: 24200/150000 || Lr: 0.017071 || Task Loss: 0.4795 || KD Loss: 0.1615|| 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: 11:14:46 || Estimated Time: 2 days, 10:27:37
2023-07-24 22:01:18,208 semantic_segmentation INFO: Iters: 24210/150000 || Lr: 0.017070 || Task Loss: 0.3569 || KD Loss: 0.1023|| 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: 11:15:02 || Estimated Time: 2 days, 10:27:20
2023-07-24 22:01:34,844 semantic_segmentation INFO: Iters: 24220/150000 || Lr: 0.017069 || Task Loss: 0.4603 || KD Loss: 0.1301|| 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: 11:15:19 || Estimated Time: 2 days, 10:27:03
2023-07-24 22:01:51,478 semantic_segmentation INFO: Iters: 24230/150000 || Lr: 0.017068 || Task Loss: 0.6840 || KD Loss: 0.2541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:35 || Estimated Time: 2 days, 10:26:46
2023-07-24 22:02:08,203 semantic_segmentation INFO: Iters: 24240/150000 || Lr: 0.017066 || Task Loss: 0.5420 || KD Loss: 0.1281|| 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: 11:15:52 || Estimated Time: 2 days, 10:26:29
2023-07-24 22:02:24,798 semantic_segmentation INFO: Iters: 24250/150000 || Lr: 0.017065 || Task Loss: 0.6052 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:09 || Estimated Time: 2 days, 10:26:11
2023-07-24 22:02:41,431 semantic_segmentation INFO: Iters: 24260/150000 || Lr: 0.017064 || Task Loss: 0.6077 || KD Loss: 0.2187|| 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: 11:16:25 || Estimated Time: 2 days, 10:25:54
2023-07-24 22:02:58,084 semantic_segmentation INFO: Iters: 24270/150000 || Lr: 0.017063 || Task Loss: 0.4432 || KD Loss: 0.1455|| 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: 11:16:42 || Estimated Time: 2 days, 10:25:37
2023-07-24 22:03:14,757 semantic_segmentation INFO: Iters: 24280/150000 || Lr: 0.017061 || Task Loss: 0.7047 || KD Loss: 0.2147|| 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: 11:16:59 || Estimated Time: 2 days, 10:25:20
2023-07-24 22:03:33,707 semantic_segmentation INFO: Iters: 24290/150000 || Lr: 0.017060 || Task Loss: 0.4546 || KD Loss: 0.1004|| 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: 11:17:18 || Estimated Time: 2 days, 10:25:14
2023-07-24 22:03:51,629 semantic_segmentation INFO: Iters: 24300/150000 || Lr: 0.017059 || Task Loss: 0.4898 || KD Loss: 0.1338|| 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: 11:17:36 || Estimated Time: 2 days, 10:25:04
2023-07-24 22:04:08,235 semantic_segmentation INFO: Iters: 24310/150000 || Lr: 0.017058 || Task Loss: 0.5698 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:52 || Estimated Time: 2 days, 10:24:47
2023-07-24 22:04:24,608 semantic_segmentation INFO: Iters: 24320/150000 || Lr: 0.017057 || Task Loss: 0.5958 || KD Loss: 0.1717|| 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: 11:18:09 || Estimated Time: 2 days, 10:24:29
2023-07-24 22:04:41,586 semantic_segmentation INFO: Iters: 24330/150000 || Lr: 0.017055 || Task Loss: 0.6301 || KD Loss: 0.2112|| 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: 11:18:26 || Estimated Time: 2 days, 10:24:13
2023-07-24 22:04:58,183 semantic_segmentation INFO: Iters: 24340/150000 || Lr: 0.017054 || Task Loss: 0.4025 || KD Loss: 0.0907|| 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: 11:18:42 || Estimated Time: 2 days, 10:23:55
2023-07-24 22:05:14,804 semantic_segmentation INFO: Iters: 24350/150000 || Lr: 0.017053 || Task Loss: 0.5383 || KD Loss: 0.1600|| 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: 11:18:59 || Estimated Time: 2 days, 10:23:38
2023-07-24 22:05:31,448 semantic_segmentation INFO: Iters: 24360/150000 || Lr: 0.017052 || Task Loss: 0.4715 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:15 || Estimated Time: 2 days, 10:23:21
2023-07-24 22:05:48,059 semantic_segmentation INFO: Iters: 24370/150000 || Lr: 0.017050 || Task Loss: 0.5063 || KD Loss: 0.1199|| 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: 11:19:32 || Estimated Time: 2 days, 10:23:04
2023-07-24 22:06:05,092 semantic_segmentation INFO: Iters: 24380/150000 || Lr: 0.017049 || Task Loss: 0.5873 || KD Loss: 0.1621|| 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: 11:19:49 || Estimated Time: 2 days, 10:22:49
2023-07-24 22:06:21,663 semantic_segmentation INFO: Iters: 24390/150000 || Lr: 0.017048 || Task Loss: 0.8431 || KD Loss: 0.2583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:06 || Estimated Time: 2 days, 10:22:31
2023-07-24 22:06:38,401 semantic_segmentation INFO: Iters: 24400/150000 || Lr: 0.017047 || Task Loss: 0.5659 || KD Loss: 0.1346|| 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: 11:20:22 || Estimated Time: 2 days, 10:22:14
2023-07-24 22:06:55,077 semantic_segmentation INFO: Iters: 24410/150000 || Lr: 0.017046 || Task Loss: 0.6523 || KD Loss: 0.1936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:39 || Estimated Time: 2 days, 10:21:57
2023-07-24 22:07:11,628 semantic_segmentation INFO: Iters: 24420/150000 || Lr: 0.017044 || Task Loss: 0.6005 || KD Loss: 0.2185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2695|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:56 || Estimated Time: 2 days, 10:21:40
2023-07-24 22:07:28,357 semantic_segmentation INFO: Iters: 24430/150000 || Lr: 0.017043 || Task Loss: 0.7933 || KD Loss: 0.2468|| 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: 11:21:12 || Estimated Time: 2 days, 10:21:23
2023-07-24 22:07:45,050 semantic_segmentation INFO: Iters: 24440/150000 || Lr: 0.017042 || Task Loss: 0.5560 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:29 || Estimated Time: 2 days, 10:21:06
2023-07-24 22:08:01,694 semantic_segmentation INFO: Iters: 24450/150000 || Lr: 0.017041 || Task Loss: 0.5467 || KD Loss: 0.1608|| 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: 11:21:46 || Estimated Time: 2 days, 10:20:49
2023-07-24 22:08:18,292 semantic_segmentation INFO: Iters: 24460/150000 || Lr: 0.017039 || Task Loss: 0.4785 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:02 || Estimated Time: 2 days, 10:20:31
2023-07-24 22:08:34,883 semantic_segmentation INFO: Iters: 24470/150000 || Lr: 0.017038 || Task Loss: 0.5476 || KD Loss: 0.1245|| 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: 11:22:19 || Estimated Time: 2 days, 10:20:14
2023-07-24 22:08:51,668 semantic_segmentation INFO: Iters: 24480/150000 || Lr: 0.017037 || Task Loss: 0.5332 || KD Loss: 0.1406|| 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: 11:22:36 || Estimated Time: 2 days, 10:19:57
2023-07-24 22:09:08,315 semantic_segmentation INFO: Iters: 24490/150000 || Lr: 0.017036 || Task Loss: 0.5809 || KD Loss: 0.1810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:22:52 || Estimated Time: 2 days, 10:19:40
2023-07-24 22:09:24,988 semantic_segmentation INFO: Iters: 24500/150000 || Lr: 0.017035 || Task Loss: 0.8927 || KD Loss: 0.2779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:09 || Estimated Time: 2 days, 10:19:23
2023-07-24 22:09:41,700 semantic_segmentation INFO: Iters: 24510/150000 || Lr: 0.017033 || Task Loss: 0.6115 || KD Loss: 0.2046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:26 || Estimated Time: 2 days, 10:19:06
2023-07-24 22:09:58,432 semantic_segmentation INFO: Iters: 24520/150000 || Lr: 0.017032 || Task Loss: 0.5942 || KD Loss: 0.1927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:42 || Estimated Time: 2 days, 10:18:50
2023-07-24 22:10:15,043 semantic_segmentation INFO: Iters: 24530/150000 || Lr: 0.017031 || Task Loss: 0.5625 || KD Loss: 0.1419|| 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: 11:23:59 || Estimated Time: 2 days, 10:18:32
2023-07-24 22:10:31,764 semantic_segmentation INFO: Iters: 24540/150000 || Lr: 0.017030 || Task Loss: 0.7845 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:16 || Estimated Time: 2 days, 10:18:16
2023-07-24 22:10:48,338 semantic_segmentation INFO: Iters: 24550/150000 || Lr: 0.017028 || Task Loss: 0.9750 || KD Loss: 0.3728|| 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: 11:24:32 || Estimated Time: 2 days, 10:17:58
2023-07-24 22:11:05,001 semantic_segmentation INFO: Iters: 24560/150000 || Lr: 0.017027 || Task Loss: 0.5662 || KD Loss: 0.2255|| 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: 11:24:49 || Estimated Time: 2 days, 10:17:41
2023-07-24 22:11:21,722 semantic_segmentation INFO: Iters: 24570/150000 || Lr: 0.017026 || Task Loss: 0.7052 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:06 || Estimated Time: 2 days, 10:17:24
2023-07-24 22:11:38,350 semantic_segmentation INFO: Iters: 24580/150000 || Lr: 0.017025 || Task Loss: 0.6323 || KD Loss: 0.1919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:22 || Estimated Time: 2 days, 10:17:07
2023-07-24 22:11:54,973 semantic_segmentation INFO: Iters: 24590/150000 || Lr: 0.017024 || Task Loss: 0.6489 || KD Loss: 0.2231|| 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: 11:25:39 || Estimated Time: 2 days, 10:16:50
2023-07-24 22:12:11,530 semantic_segmentation INFO: Iters: 24600/150000 || Lr: 0.017022 || Task Loss: 0.6436 || KD Loss: 0.1747|| 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: 11:25:56 || Estimated Time: 2 days, 10:16:32
2023-07-24 22:12:28,153 semantic_segmentation INFO: Iters: 24610/150000 || Lr: 0.017021 || Task Loss: 0.7458 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:12 || Estimated Time: 2 days, 10:16:15
2023-07-24 22:12:44,879 semantic_segmentation INFO: Iters: 24620/150000 || Lr: 0.017020 || Task Loss: 0.4757 || KD Loss: 0.1414|| 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: 11:26:29 || Estimated Time: 2 days, 10:15:58
2023-07-24 22:13:01,507 semantic_segmentation INFO: Iters: 24630/150000 || Lr: 0.017019 || Task Loss: 0.5879 || KD Loss: 0.1200|| 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: 11:26:45 || Estimated Time: 2 days, 10:15:41
2023-07-24 22:13:18,169 semantic_segmentation INFO: Iters: 24640/150000 || Lr: 0.017017 || Task Loss: 0.6453 || KD Loss: 0.1728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:02 || Estimated Time: 2 days, 10:15:24
2023-07-24 22:13:34,867 semantic_segmentation INFO: Iters: 24650/150000 || Lr: 0.017016 || Task Loss: 0.6542 || KD Loss: 0.2465|| 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: 11:27:19 || Estimated Time: 2 days, 10:15:07
2023-07-24 22:13:51,686 semantic_segmentation INFO: Iters: 24660/150000 || Lr: 0.017015 || Task Loss: 0.7136 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:36 || Estimated Time: 2 days, 10:14:51
2023-07-24 22:14:08,282 semantic_segmentation INFO: Iters: 24670/150000 || Lr: 0.017014 || Task Loss: 0.8695 || KD Loss: 0.2842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2753|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:52 || Estimated Time: 2 days, 10:14:33
2023-07-24 22:14:25,272 semantic_segmentation INFO: Iters: 24680/150000 || Lr: 0.017013 || Task Loss: 0.5343 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:09 || Estimated Time: 2 days, 10:14:18
2023-07-24 22:14:41,864 semantic_segmentation INFO: Iters: 24690/150000 || Lr: 0.017011 || Task Loss: 0.5659 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:26 || Estimated Time: 2 days, 10:14:00
2023-07-24 22:14:58,520 semantic_segmentation INFO: Iters: 24700/150000 || Lr: 0.017010 || Task Loss: 0.4381 || KD Loss: 0.1420|| 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: 11:28:42 || Estimated Time: 2 days, 10:13:43
2023-07-24 22:15:15,176 semantic_segmentation INFO: Iters: 24710/150000 || Lr: 0.017009 || Task Loss: 0.5889 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:28:59 || Estimated Time: 2 days, 10:13:26
2023-07-24 22:15:31,841 semantic_segmentation INFO: Iters: 24720/150000 || Lr: 0.017008 || Task Loss: 0.5249 || KD Loss: 0.1125|| 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: 11:29:16 || Estimated Time: 2 days, 10:13:09
2023-07-24 22:15:48,476 semantic_segmentation INFO: Iters: 24730/150000 || Lr: 0.017006 || Task Loss: 0.9954 || KD Loss: 0.4266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:32 || Estimated Time: 2 days, 10:12:52
2023-07-24 22:16:05,079 semantic_segmentation INFO: Iters: 24740/150000 || Lr: 0.017005 || Task Loss: 0.5511 || KD Loss: 0.1318|| 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: 11:29:49 || Estimated Time: 2 days, 10:12:35
2023-07-24 22:16:21,708 semantic_segmentation INFO: Iters: 24750/150000 || Lr: 0.017004 || Task Loss: 0.7789 || KD Loss: 0.3253|| 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: 11:30:06 || Estimated Time: 2 days, 10:12:17
2023-07-24 22:16:38,390 semantic_segmentation INFO: Iters: 24760/150000 || Lr: 0.017003 || Task Loss: 0.8441 || KD Loss: 0.2606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 10:12:00
2023-07-24 22:16:54,998 semantic_segmentation INFO: Iters: 24770/150000 || Lr: 0.017002 || Task Loss: 0.8356 || KD Loss: 0.3775|| 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: 11:30:39 || Estimated Time: 2 days, 10:11:43
2023-07-24 22:17:11,764 semantic_segmentation INFO: Iters: 24780/150000 || Lr: 0.017000 || Task Loss: 1.0729 || KD Loss: 0.5824|| 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: 11:30:56 || Estimated Time: 2 days, 10:11:26
2023-07-24 22:17:28,384 semantic_segmentation INFO: Iters: 24790/150000 || Lr: 0.016999 || Task Loss: 0.5805 || KD Loss: 0.1489|| 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: 11:31:12 || Estimated Time: 2 days, 10:11:09
2023-07-24 22:17:45,028 semantic_segmentation INFO: Iters: 24800/150000 || Lr: 0.016998 || Task Loss: 0.7238 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:31:29 || Estimated Time: 2 days, 10:10:52
2023-07-24 22:17:45,139 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 22:17:45,591 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-24 22:17:45,612 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.133
2023-07-24 22:17:45,710 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.157
2023-07-24 22:17:45,723 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.934, mIoU: 0.154
2023-07-24 22:17:45,736 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.876, mIoU: 0.188
2023-07-24 22:17:45,749 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.893, mIoU: 0.234
2023-07-24 22:17:45,763 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.894, mIoU: 0.272
2023-07-24 22:17:45,778 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.888, mIoU: 0.295
2023-07-24 22:17:45,791 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.897, mIoU: 0.335
2023-07-24 22:17:45,805 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.901, mIoU: 0.379
2023-07-24 22:17:45,820 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.888, mIoU: 0.380
2023-07-24 22:17:45,835 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.898, mIoU: 0.425
2023-07-24 22:17:45,847 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.862, mIoU: 0.384
2023-07-24 22:17:45,863 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.865, mIoU: 0.371
2023-07-24 22:17:45,878 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.868, mIoU: 0.359
2023-07-24 22:17:45,892 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.872, mIoU: 0.357
2023-07-24 22:17:45,903 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.866, mIoU: 0.350
2023-07-24 22:17:45,916 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.860, mIoU: 0.344
2023-07-24 22:17:45,932 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.865, mIoU: 0.353
2023-07-24 22:17:45,949 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.867, mIoU: 0.388
2023-07-24 22:17:45,964 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.872, mIoU: 0.387
2023-07-24 22:17:45,980 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.874, mIoU: 0.393
2023-07-24 22:17:45,995 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.872, mIoU: 0.419
2023-07-24 22:17:46,012 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.876, mIoU: 0.419
2023-07-24 22:17:46,028 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.874, mIoU: 0.415
2023-07-24 22:17:46,043 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.874, mIoU: 0.421
2023-07-24 22:17:46,058 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.877, mIoU: 0.423
2023-07-24 22:17:46,069 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.880, mIoU: 0.424
2023-07-24 22:17:46,085 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.874, mIoU: 0.415
2023-07-24 22:17:46,101 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.879, mIoU: 0.416
2023-07-24 22:17:46,115 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.882, mIoU: 0.416
2023-07-24 22:17:46,130 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.880, mIoU: 0.414
2023-07-24 22:17:46,145 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.881, mIoU: 0.417
2023-07-24 22:17:46,160 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.882, mIoU: 0.415
2023-07-24 22:17:46,175 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.880, mIoU: 0.439
2023-07-24 22:17:46,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.881, mIoU: 0.440
2023-07-24 22:17:46,203 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.884, mIoU: 0.438
2023-07-24 22:17:46,215 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.886, mIoU: 0.478
2023-07-24 22:17:46,231 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.883, mIoU: 0.472
2023-07-24 22:17:46,244 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.884, mIoU: 0.471
2023-07-24 22:17:46,256 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.874, mIoU: 0.472
2023-07-24 22:17:46,271 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.877, mIoU: 0.471
2023-07-24 22:17:46,285 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 22:17:46,298 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.872, mIoU: 0.466
2023-07-24 22:17:46,313 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.873, mIoU: 0.476
2023-07-24 22:17:46,328 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.875, mIoU: 0.480
2023-07-24 22:17:46,341 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.876, mIoU: 0.486
2023-07-24 22:17:46,354 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.875, mIoU: 0.487
2023-07-24 22:17:46,368 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.877, mIoU: 0.489
2023-07-24 22:17:46,384 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.876, mIoU: 0.484
2023-07-24 22:17:46,399 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.876, mIoU: 0.483
2023-07-24 22:17:46,414 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.879, mIoU: 0.483
2023-07-24 22:17:46,427 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.880, mIoU: 0.481
2023-07-24 22:17:46,442 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.880, mIoU: 0.479
2023-07-24 22:17:46,457 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.880, mIoU: 0.481
2023-07-24 22:17:46,470 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.879, mIoU: 0.476
2023-07-24 22:17:46,486 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.877, mIoU: 0.474
2023-07-24 22:17:46,503 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.880, mIoU: 0.472
2023-07-24 22:17:46,518 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.881, mIoU: 0.472
2023-07-24 22:17:46,534 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.873, mIoU: 0.499
2023-07-24 22:17:46,548 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.874, mIoU: 0.505
2023-07-24 22:17:46,563 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.876, mIoU: 0.504
2023-07-24 22:17:46,576 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.877, mIoU: 0.504
2023-07-24 22:17:46,595 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.879, mIoU: 0.508
2023-07-24 22:17:46,608 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-24 22:17:46,623 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.880, mIoU: 0.510
2023-07-24 22:17:46,639 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.882, mIoU: 0.511
2023-07-24 22:17:46,652 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.882, mIoU: 0.542
2023-07-24 22:17:46,666 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.883, mIoU: 0.542
2023-07-24 22:17:46,681 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.879, mIoU: 0.535
2023-07-24 22:17:46,696 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.880, mIoU: 0.549
2023-07-24 22:17:46,709 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.881, mIoU: 0.548
2023-07-24 22:17:46,724 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.880, mIoU: 0.543
2023-07-24 22:17:46,738 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.881, mIoU: 0.543
2023-07-24 22:17:46,753 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.882, mIoU: 0.547
2023-07-24 22:17:46,767 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.880, mIoU: 0.539
2023-07-24 22:17:46,782 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:46,791 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:46,805 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:46,821 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:46,834 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:17:46,848 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.872, mIoU: 0.537
2023-07-24 22:17:46,863 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.871, mIoU: 0.533
2023-07-24 22:17:46,878 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.867, mIoU: 0.518
2023-07-24 22:17:46,893 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.867, mIoU: 0.516
2023-07-24 22:17:46,908 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.868, mIoU: 0.517
2023-07-24 22:17:46,922 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.868, mIoU: 0.515
2023-07-24 22:17:46,937 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.867, mIoU: 0.509
2023-07-24 22:17:46,951 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.865, mIoU: 0.501
2023-07-24 22:17:46,964 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.862, mIoU: 0.499
2023-07-24 22:17:46,978 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.862, mIoU: 0.489
2023-07-24 22:17:46,994 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.862, mIoU: 0.491
2023-07-24 22:17:47,008 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.860, mIoU: 0.488
2023-07-24 22:17:47,023 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 22:17:47,037 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.860, mIoU: 0.502
2023-07-24 22:17:47,052 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.861, mIoU: 0.502
2023-07-24 22:17:47,065 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.862, mIoU: 0.503
2023-07-24 22:17:47,078 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.863, mIoU: 0.508
2023-07-24 22:17:47,094 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 22:17:47,107 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.861, mIoU: 0.505
2023-07-24 22:17:47,122 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.862, mIoU: 0.505
2023-07-24 22:17:47,137 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.863, mIoU: 0.504
2023-07-24 22:17:47,150 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.864, mIoU: 0.504
2023-07-24 22:17:47,165 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.862, mIoU: 0.499
2023-07-24 22:17:47,180 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.863, mIoU: 0.501
2023-07-24 22:17:47,192 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 22:17:47,207 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.864, mIoU: 0.509
2023-07-24 22:17:47,222 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.864, mIoU: 0.508
2023-07-24 22:17:47,236 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.865, mIoU: 0.512
2023-07-24 22:17:47,249 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.866, mIoU: 0.512
2023-07-24 22:17:47,262 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.866, mIoU: 0.516
2023-07-24 22:17:47,275 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.867, mIoU: 0.514
2023-07-24 22:17:47,290 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.868, mIoU: 0.512
2023-07-24 22:17:47,304 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.868, mIoU: 0.512
2023-07-24 22:17:47,319 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.867, mIoU: 0.512
2023-07-24 22:17:47,332 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.867, mIoU: 0.512
2023-07-24 22:17:47,345 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.866, mIoU: 0.510
2023-07-24 22:17:47,360 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.866, mIoU: 0.510
2023-07-24 22:17:47,373 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.867, mIoU: 0.512
2023-07-24 22:17:47,388 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.865, mIoU: 0.509
2023-07-24 22:17:47,403 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.866, mIoU: 0.508
2023-07-24 22:17:47,416 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.867, mIoU: 0.508
2023-07-24 22:17:47,429 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.868, mIoU: 0.507
2023-07-24 22:17:47,444 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.868, mIoU: 0.508
2023-07-24 22:17:47,459 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.869, mIoU: 0.507
2023-07-24 22:17:47,468 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.869, mIoU: 0.509
2023-07-24 22:17:47,480 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.869, mIoU: 0.509
2023-07-24 22:17:47,496 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.864, mIoU: 0.494
2023-07-24 22:17:47,505 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.863, mIoU: 0.494
2023-07-24 22:17:47,518 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.864, mIoU: 0.500
2023-07-24 22:17:47,534 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.865, mIoU: 0.500
2023-07-24 22:17:47,551 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.866, mIoU: 0.505
2023-07-24 22:17:47,564 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.866, mIoU: 0.505
2023-07-24 22:17:47,579 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.866, mIoU: 0.505
2023-07-24 22:17:47,593 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 22:17:47,606 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.866, mIoU: 0.507
2023-07-24 22:17:47,620 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.865, mIoU: 0.505
2023-07-24 22:17:47,633 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.865, mIoU: 0.506
2023-07-24 22:17:47,648 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.865, mIoU: 0.495
2023-07-24 22:17:47,661 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.865, mIoU: 0.494
2023-07-24 22:17:47,676 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-24 22:17:47,691 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.866, mIoU: 0.497
2023-07-24 22:17:47,706 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.866, mIoU: 0.498
2023-07-24 22:17:47,721 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-24 22:17:47,736 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.866, mIoU: 0.503
2023-07-24 22:17:47,750 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.866, mIoU: 0.505
2023-07-24 22:17:47,765 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.866, mIoU: 0.505
2023-07-24 22:17:47,779 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.865, mIoU: 0.507
2023-07-24 22:17:47,789 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 22:17:47,804 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 22:17:47,819 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 22:17:47,832 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.864, mIoU: 0.516
2023-07-24 22:17:47,846 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.865, mIoU: 0.516
2023-07-24 22:17:47,859 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.865, mIoU: 0.515
2023-07-24 22:17:47,872 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.865, mIoU: 0.514
2023-07-24 22:17:47,887 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.863, mIoU: 0.512
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2023-07-24 22:17:50,742 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.863, mIoU: 0.514
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2023-07-24 22:17:50,855 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.861, mIoU: 0.507
2023-07-24 22:17:50,867 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.860, mIoU: 0.507
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2023-07-24 22:17:51,434 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.863, mIoU: 0.499
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2023-07-24 22:17:52,940 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.866, mIoU: 0.515
2023-07-24 22:17:52,956 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.866, mIoU: 0.518
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2023-07-24 22:17:53,557 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.866, mIoU: 0.522
2023-07-24 22:17:53,572 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 22:17:53,587 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.866, mIoU: 0.521
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2023-07-24 22:17:53,616 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.866, mIoU: 0.521
2023-07-24 22:17:53,632 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.866, mIoU: 0.521
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2023-07-24 22:17:53,675 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:53,690 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 22:17:53,705 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 22:17:53,722 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.867, mIoU: 0.522
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2023-07-24 22:17:53,774 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,789 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,802 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,817 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,831 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,846 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,859 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:53,871 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,884 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,899 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,914 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,929 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,943 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,958 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.866, mIoU: 0.519
2023-07-24 22:17:53,971 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.866, mIoU: 0.520
2023-07-24 22:17:53,985 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,001 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,014 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,028 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,043 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.867, mIoU: 0.520
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2023-07-24 22:17:54,072 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,087 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,099 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,114 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,129 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,143 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,158 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,172 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,184 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,199 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,213 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,228 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,241 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,255 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.868, mIoU: 0.520
2023-07-24 22:17:54,269 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.868, mIoU: 0.520
2023-07-24 22:17:54,284 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,298 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.868, mIoU: 0.521
2023-07-24 22:17:54,313 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 22:17:54,327 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 22:17:54,342 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 22:17:54,356 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.869, mIoU: 0.523
2023-07-24 22:17:54,370 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.869, mIoU: 0.524
2023-07-24 22:17:54,382 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 22:17:54,396 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 22:17:54,411 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 22:17:54,425 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.868, mIoU: 0.523
2023-07-24 22:17:54,437 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.867, mIoU: 0.523
2023-07-24 22:17:54,452 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,465 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,480 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,495 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,511 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,526 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.867, mIoU: 0.520
2023-07-24 22:17:54,541 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.867, mIoU: 0.521
2023-07-24 22:17:54,556 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 22:17:54,570 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.867, mIoU: 0.522
2023-07-24 22:17:54,585 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 22:17:54,600 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.868, mIoU: 0.525
2023-07-24 22:17:54,617 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 22:17:54,637 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 22:17:54,653 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.867, mIoU: 0.524
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2023-07-24 22:17:54,678 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 22:17:54,691 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.868, mIoU: 0.524
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2023-07-24 22:17:54,788 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 22:17:54,802 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.868, mIoU: 0.523
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2023-07-24 22:17:54,830 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.869, mIoU: 0.525
2023-07-24 22:17:54,843 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.869, mIoU: 0.524
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2023-07-24 22:17:54,870 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.869, mIoU: 0.524
2023-07-24 22:17:54,885 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.869, mIoU: 0.525
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2023-07-24 22:17:54,929 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 22:17:54,944 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.868, mIoU: 0.524
2023-07-24 22:17:54,956 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.869, mIoU: 0.525
2023-07-24 22:17:54,971 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.869, mIoU: 0.525
2023-07-24 22:17:54,985 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.869, mIoU: 0.525
2023-07-24 22:17:54,998 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,011 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,025 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,040 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.868, mIoU: 0.526
2023-07-24 22:17:55,055 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,068 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,083 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,099 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,114 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.869, mIoU: 0.526
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2023-07-24 22:17:55,148 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,163 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.869, mIoU: 0.526
2023-07-24 22:17:55,179 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.869, mIoU: 0.527
2023-07-24 22:17:55,194 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.870, mIoU: 0.527
2023-07-24 22:17:55,210 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.870, mIoU: 0.527
2023-07-24 22:17:55,225 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.870, mIoU: 0.527
2023-07-24 22:17:55,240 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-24 22:17:55,256 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.870, mIoU: 0.528
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2023-07-24 22:17:55,282 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-24 22:17:55,296 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-24 22:17:55,309 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-24 22:17:55,323 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.870, mIoU: 0.528
2023-07-24 22:17:55,337 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.870, mIoU: 0.529
2023-07-24 22:17:55,349 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.871, mIoU: 0.529
2023-07-24 22:17:55,361 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.871, mIoU: 0.529
2023-07-24 22:17:55,373 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.871, mIoU: 0.529
2023-07-24 22:17:55,386 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.871, mIoU: 0.530
2023-07-24 22:17:55,398 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,410 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,423 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,436 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.871, mIoU: 0.534
2023-07-24 22:17:55,450 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.871, mIoU: 0.534
2023-07-24 22:17:55,461 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.871, mIoU: 0.534
2023-07-24 22:17:55,475 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.870, mIoU: 0.532
2023-07-24 22:17:55,487 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,498 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,513 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,527 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,541 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.871, mIoU: 0.532
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2023-07-24 22:17:55,570 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,584 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,597 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,612 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,626 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,643 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:55,659 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:55,673 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.871, mIoU: 0.533
2023-07-24 22:17:55,688 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.871, mIoU: 0.533
2023-07-24 22:17:55,700 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,713 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,725 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,740 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,756 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.871, mIoU: 0.531
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2023-07-24 22:17:55,782 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,796 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,810 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.871, mIoU: 0.532
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2023-07-24 22:17:55,839 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.871, mIoU: 0.532
2023-07-24 22:17:55,854 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.871, mIoU: 0.531
2023-07-24 22:17:55,867 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:55,881 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.871, mIoU: 0.531
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2023-07-24 22:17:55,908 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.872, mIoU: 0.531
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2023-07-24 22:17:56,120 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:56,133 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:56,148 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.872, mIoU: 0.531
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2023-07-24 22:17:56,276 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,291 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.873, mIoU: 0.533
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2023-07-24 22:17:56,318 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,333 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.874, mIoU: 0.532
2023-07-24 22:17:56,346 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,359 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,374 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,389 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,405 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,418 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,432 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,445 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,460 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,473 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,486 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,501 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,516 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,529 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,544 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,559 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,574 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,590 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,604 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,616 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,630 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.872, mIoU: 0.530
2023-07-24 22:17:56,643 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.872, mIoU: 0.531
2023-07-24 22:17:56,657 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.872, mIoU: 0.531
2023-07-24 22:17:56,671 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.872, mIoU: 0.531
2023-07-24 22:17:56,686 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,699 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,712 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,726 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,741 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,756 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,772 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,785 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,798 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,813 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,828 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,843 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,857 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,870 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,883 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.872, mIoU: 0.532
2023-07-24 22:17:56,894 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,909 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,925 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:56,939 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,953 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,964 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,977 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:56,992 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,007 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.873, mIoU: 0.531
2023-07-24 22:17:57,020 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,034 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,047 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,063 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,075 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,090 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,103 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,119 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,133 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,146 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,161 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,176 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,191 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,205 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,220 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,234 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,249 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,263 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,278 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,292 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,305 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,318 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,330 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,346 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,359 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,375 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.873, mIoU: 0.532
2023-07-24 22:17:57,390 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,401 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,415 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,430 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,445 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,457 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,472 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,486 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,499 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,513 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,529 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,543 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,556 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,568 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,584 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,600 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.872, mIoU: 0.533
2023-07-24 22:17:57,616 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,628 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,643 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.873, mIoU: 0.533
2023-07-24 22:17:57,662 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,678 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,693 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,705 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,720 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,733 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,747 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.873, mIoU: 0.536
2023-07-24 22:17:57,761 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.874, mIoU: 0.536
2023-07-24 22:17:57,774 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,789 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,802 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.874, mIoU: 0.536
2023-07-24 22:17:57,816 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,831 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,845 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.873, mIoU: 0.535
2023-07-24 22:17:57,859 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,873 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,887 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,901 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.873, mIoU: 0.534
2023-07-24 22:17:57,917 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:57,931 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:57,946 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:57,961 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:57,971 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:57,985 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:57,998 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,013 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,028 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,044 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,057 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,072 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,087 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,102 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,118 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,133 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,146 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,161 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,175 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,190 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,202 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,217 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,231 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,246 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,259 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,273 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,287 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,300 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.874, mIoU: 0.535
2023-07-24 22:17:58,313 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,327 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,340 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,354 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,366 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,380 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,395 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,410 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.874, mIoU: 0.533
2023-07-24 22:17:58,424 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,439 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,453 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,466 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,479 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,493 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,506 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,519 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,534 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,549 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,564 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,579 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,592 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.874, mIoU: 0.534
2023-07-24 22:17:58,606 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,622 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,637 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,650 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-24 22:17:58,664 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,678 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,695 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,709 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,725 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,740 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,755 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,764 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,780 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,795 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,808 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,823 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,838 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,853 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,866 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:58,880 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.876, mIoU: 0.534
2023-07-24 22:17:58,895 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.876, mIoU: 0.534
2023-07-24 22:17:58,910 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.876, mIoU: 0.534
2023-07-24 22:17:58,930 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-24 22:17:58,944 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.875, mIoU: 0.532
2023-07-24 22:17:58,960 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-24 22:17:58,975 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-24 22:17:58,988 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-24 22:17:59,002 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-24 22:17:59,016 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.876, mIoU: 0.533
2023-07-24 22:17:59,030 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.875, mIoU: 0.533
2023-07-24 22:17:59,042 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:59,056 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,071 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,085 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,092 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,105 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,118 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,130 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,141 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,155 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,169 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,183 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,195 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.875, mIoU: 0.537
2023-07-24 22:17:59,208 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,222 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.875, mIoU: 0.537
2023-07-24 22:17:59,232 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,248 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,260 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,275 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,290 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,304 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,319 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,330 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,342 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,357 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,372 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.876, mIoU: 0.535
2023-07-24 22:17:59,387 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.876, mIoU: 0.535
2023-07-24 22:17:59,402 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,415 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,425 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,436 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,449 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:17:59,460 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,475 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,488 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.875, mIoU: 0.534
2023-07-24 22:17:59,503 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.875, mIoU: 0.535
2023-07-24 22:17:59,518 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,533 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,547 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:17:59,562 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.875, mIoU: 0.537
2023-07-24 22:17:59,577 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,591 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,607 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,621 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,635 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,650 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,665 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,677 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,691 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,706 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,719 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,734 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:17:59,747 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,761 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,776 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:17:59,793 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,808 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,822 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,837 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,852 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,866 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.877, mIoU: 0.539
2023-07-24 22:17:59,881 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,894 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.877, mIoU: 0.539
2023-07-24 22:17:59,907 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.877, mIoU: 0.539
2023-07-24 22:17:59,922 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.877, mIoU: 0.539
2023-07-24 22:17:59,937 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.877, mIoU: 0.540
2023-07-24 22:17:59,952 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.877, mIoU: 0.540
2023-07-24 22:17:59,967 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,982 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:17:59,998 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:18:00,012 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.877, mIoU: 0.537
2023-07-24 22:18:00,027 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:18:00,039 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.877, mIoU: 0.538
2023-07-24 22:18:00,054 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,064 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,076 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,091 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,103 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,118 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,132 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,146 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,161 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,176 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,191 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,206 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,218 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,234 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,246 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,261 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,276 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,289 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,304 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,316 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,331 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,346 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,361 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:18:00,376 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.875, mIoU: 0.536
2023-07-24 22:18:00,390 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,403 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.876, mIoU: 0.536
2023-07-24 22:18:00,415 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,429 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.876, mIoU: 0.537
2023-07-24 22:18:00,442 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,455 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,470 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,484 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,499 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,511 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,524 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,538 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,553 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,568 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,581 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,593 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,609 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,624 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,639 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,654 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,668 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.876, mIoU: 0.538
2023-07-24 22:18:00,683 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,697 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,713 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,728 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.876, mIoU: 0.539
2023-07-24 22:18:00,743 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:00,757 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:00,772 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,784 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,799 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,814 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,829 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,841 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,856 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:00,870 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:00,886 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:00,899 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:00,913 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:00,928 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,942 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,957 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,971 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,986 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:00,999 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,014 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,030 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,043 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,058 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,070 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,079 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:01,094 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,109 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,122 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,137 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,152 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,165 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,178 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,192 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,207 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,222 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.875, mIoU: 0.540
2023-07-24 22:18:01,238 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:01,253 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:01,270 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.876, mIoU: 0.540
2023-07-24 22:18:01,284 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,297 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,311 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,325 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.876, mIoU: 0.541
2023-07-24 22:18:01,340 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,352 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,365 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,379 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,393 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,408 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,423 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,436 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.876, mIoU: 0.542
2023-07-24 22:18:01,451 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,465 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,478 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,493 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,509 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.876, mIoU: 0.543
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2023-07-24 22:18:01,551 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,566 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,580 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.876, mIoU: 0.543
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2023-07-24 22:18:01,610 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.876, mIoU: 0.543
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2023-07-24 22:18:01,650 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,663 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.876, mIoU: 0.543
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2023-07-24 22:18:01,690 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:01,705 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.876, mIoU: 0.543
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2023-07-24 22:18:01,737 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.877, mIoU: 0.543
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2023-07-24 22:18:01,775 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,791 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,803 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.877, mIoU: 0.544
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2023-07-24 22:18:01,834 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,848 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:01,861 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:01,875 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,889 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,902 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,917 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:01,929 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,942 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,956 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:01,971 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:01,985 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:01,999 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,012 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,026 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,041 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,053 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,068 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,082 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,097 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,111 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,123 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,136 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,150 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,165 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.877, mIoU: 0.546
2023-07-24 22:18:02,178 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,191 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,205 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,223 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,236 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,247 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.877, mIoU: 0.545
2023-07-24 22:18:02,262 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,277 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,292 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,307 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.877, mIoU: 0.544
2023-07-24 22:18:02,320 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,334 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,348 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,361 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,375 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,390 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,405 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,420 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,435 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,449 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,463 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,477 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,490 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,504 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,519 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,534 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,546 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,561 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,572 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,586 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,601 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,615 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,628 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,643 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,659 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,674 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,685 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,700 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,715 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,728 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,744 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.875, mIoU: 0.545
2023-07-24 22:18:02,759 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.876, mIoU: 0.545
2023-07-24 22:18:02,774 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,787 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,799 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,814 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,828 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,843 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.875, mIoU: 0.544
2023-07-24 22:18:02,855 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,870 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.875, mIoU: 0.543
2023-07-24 22:18:02,883 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,895 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.876, mIoU: 0.544
2023-07-24 22:18:02,910 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:02,924 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:02,939 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.876, mIoU: 0.543
2023-07-24 22:18:02,953 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:02,969 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:02,981 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:02,996 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,010 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,024 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,038 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,051 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,064 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,080 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,095 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,110 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,123 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,136 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,151 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:03,165 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:03,178 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,192 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,206 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:03,222 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,237 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,252 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,266 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,281 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:03,294 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,307 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,321 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,334 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,348 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,362 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,376 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,390 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.875, mIoU: 0.541
2023-07-24 22:18:03,404 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,418 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,432 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,446 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,461 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,477 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:03,493 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,507 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,523 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,538 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,551 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,565 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,580 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,596 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,609 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,624 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,639 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,654 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,668 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,682 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,697 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,711 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,724 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,739 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,752 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,766 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,779 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,793 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,807 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,819 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,832 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,846 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,857 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:03,870 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,885 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,900 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,914 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,929 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,942 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,956 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:03,971 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:03,983 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:03,998 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,013 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,029 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,042 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,057 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,072 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,086 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,101 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,113 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,128 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,143 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,158 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,173 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.874, mIoU: 0.542
2023-07-24 22:18:04,185 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.874, mIoU: 0.542
2023-07-24 22:18:04,200 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,214 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,230 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,244 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,259 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,274 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,289 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,298 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,312 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,324 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,337 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,353 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,367 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,381 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,393 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,405 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,418 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,432 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,445 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.874, mIoU: 0.542
2023-07-24 22:18:04,460 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.874, mIoU: 0.542
2023-07-24 22:18:04,474 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,487 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,501 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,516 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,529 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,544 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,558 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,571 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,586 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,597 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,612 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,627 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.875, mIoU: 0.542
2023-07-24 22:18:04,641 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,656 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,669 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,681 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,695 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,710 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,724 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,737 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,750 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,765 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,780 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,795 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,807 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,822 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,838 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,853 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,868 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,883 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,890 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,905 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,918 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,931 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,945 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,960 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,975 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:04,990 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:05,005 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:05,020 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:05,035 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:05,047 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.874, mIoU: 0.541
2023-07-24 22:18:05,062 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,078 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,093 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,108 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,123 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,139 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,152 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,167 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,182 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,197 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,210 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:05,224 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,240 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,255 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,270 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,285 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,299 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,313 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,328 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,340 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,354 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,367 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,381 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,396 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,410 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,424 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.874, mIoU: 0.537
2023-07-24 22:18:05,436 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,451 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,465 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,479 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,493 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,507 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,522 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,537 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.873, mIoU: 0.537
2023-07-24 22:18:05,550 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.873, mIoU: 0.537
2023-07-24 22:18:05,565 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,578 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,593 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,608 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.873, mIoU: 0.537
2023-07-24 22:18:05,623 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.873, mIoU: 0.537
2023-07-24 22:18:05,638 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,653 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,667 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,677 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,691 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,704 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,719 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.873, mIoU: 0.537
2023-07-24 22:18:05,733 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,747 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.873, mIoU: 0.538
2023-07-24 22:18:05,762 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,773 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,783 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,800 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,814 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,828 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,840 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,854 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,868 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,880 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,894 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,908 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,922 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,936 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.874, mIoU: 0.538
2023-07-24 22:18:05,948 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,963 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,977 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:05,991 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,003 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,018 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,032 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,046 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:06,061 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,073 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,087 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,101 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.874, mIoU: 0.539
2023-07-24 22:18:06,118 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.874, mIoU: 0.540
2023-07-24 22:18:22,652 semantic_segmentation INFO: Iters: 24810/150000 || Lr: 0.016997 || Task Loss: 0.4637 || KD Loss: 0.1213|| 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: 11:32:07 || Estimated Time: 2 days, 10:12:21
2023-07-24 22:18:39,245 semantic_segmentation INFO: Iters: 24820/150000 || Lr: 0.016995 || Task Loss: 0.7663 || KD Loss: 0.2544|| 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: 11:32:23 || Estimated Time: 2 days, 10:12:03
2023-07-24 22:18:55,823 semantic_segmentation INFO: Iters: 24830/150000 || Lr: 0.016994 || Task Loss: 0.4629 || KD Loss: 0.1679|| 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: 11:32:40 || Estimated Time: 2 days, 10:11:46
2023-07-24 22:19:12,606 semantic_segmentation INFO: Iters: 24840/150000 || Lr: 0.016993 || Task Loss: 0.5999 || KD Loss: 0.1951|| 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: 11:32:57 || Estimated Time: 2 days, 10:11:29
2023-07-24 22:19:29,197 semantic_segmentation INFO: Iters: 24850/150000 || Lr: 0.016992 || Task Loss: 0.5288 || KD Loss: 0.1391|| 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: 11:33:13 || Estimated Time: 2 days, 10:11:12
2023-07-24 22:19:45,817 semantic_segmentation INFO: Iters: 24860/150000 || Lr: 0.016991 || Task Loss: 0.6380 || KD Loss: 0.1714|| 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: 11:33:30 || Estimated Time: 2 days, 10:10:54
2023-07-24 22:20:02,604 semantic_segmentation INFO: Iters: 24870/150000 || Lr: 0.016989 || Task Loss: 0.7046 || KD Loss: 0.1987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:47 || Estimated Time: 2 days, 10:10:38
2023-07-24 22:20:19,337 semantic_segmentation INFO: Iters: 24880/150000 || Lr: 0.016988 || Task Loss: 0.5915 || KD Loss: 0.1715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:03 || Estimated Time: 2 days, 10:10:21
2023-07-24 22:20:35,976 semantic_segmentation INFO: Iters: 24890/150000 || Lr: 0.016987 || Task Loss: 0.6365 || KD Loss: 0.2001|| 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: 11:34:20 || Estimated Time: 2 days, 10:10:04
2023-07-24 22:20:52,768 semantic_segmentation INFO: Iters: 24900/150000 || Lr: 0.016986 || Task Loss: 0.6336 || KD Loss: 0.2218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:37 || Estimated Time: 2 days, 10:09:47
2023-07-24 22:21:09,433 semantic_segmentation INFO: Iters: 24910/150000 || Lr: 0.016984 || Task Loss: 0.5803 || KD Loss: 0.2413|| 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: 11:34:53 || Estimated Time: 2 days, 10:09:30
2023-07-24 22:21:26,113 semantic_segmentation INFO: Iters: 24920/150000 || Lr: 0.016983 || Task Loss: 0.6099 || KD Loss: 0.1543|| 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: 11:35:10 || Estimated Time: 2 days, 10:09:13
2023-07-24 22:21:42,759 semantic_segmentation INFO: Iters: 24930/150000 || Lr: 0.016982 || Task Loss: 0.7374 || KD Loss: 0.1795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:27 || Estimated Time: 2 days, 10:08:56
2023-07-24 22:21:59,446 semantic_segmentation INFO: Iters: 24940/150000 || Lr: 0.016981 || Task Loss: 0.5091 || KD Loss: 0.1435|| 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: 11:35:43 || Estimated Time: 2 days, 10:08:39
2023-07-24 22:22:16,097 semantic_segmentation INFO: Iters: 24950/150000 || Lr: 0.016980 || Task Loss: 0.6318 || KD Loss: 0.2148|| 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: 11:36:00 || Estimated Time: 2 days, 10:08:22
2023-07-24 22:22:32,779 semantic_segmentation INFO: Iters: 24960/150000 || Lr: 0.016978 || Task Loss: 0.5026 || KD Loss: 0.1138|| 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: 11:36:17 || Estimated Time: 2 days, 10:08:05
2023-07-24 22:22:49,501 semantic_segmentation INFO: Iters: 24970/150000 || Lr: 0.016977 || Task Loss: 0.4420 || KD Loss: 0.0975|| 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: 11:36:33 || Estimated Time: 2 days, 10:07:48
2023-07-24 22:23:06,205 semantic_segmentation INFO: Iters: 24980/150000 || Lr: 0.016976 || Task Loss: 0.6361 || KD Loss: 0.2256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:36:50 || Estimated Time: 2 days, 10:07:31
2023-07-24 22:23:22,881 semantic_segmentation INFO: Iters: 24990/150000 || Lr: 0.016975 || Task Loss: 0.3569 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:07 || Estimated Time: 2 days, 10:07:14
2023-07-24 22:23:39,642 semantic_segmentation INFO: Iters: 25000/150000 || Lr: 0.016973 || Task Loss: 0.7753 || KD Loss: 0.2615|| 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: 11:37:24 || Estimated Time: 2 days, 10:06:57
2023-07-24 22:23:56,428 semantic_segmentation INFO: Iters: 25010/150000 || Lr: 0.016972 || Task Loss: 0.6523 || KD Loss: 0.1933|| 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: 11:37:40 || Estimated Time: 2 days, 10:06:41
2023-07-24 22:24:13,059 semantic_segmentation INFO: Iters: 25020/150000 || Lr: 0.016971 || Task Loss: 0.4775 || KD Loss: 0.1211|| 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: 11:37:57 || Estimated Time: 2 days, 10:06:24
2023-07-24 22:24:30,233 semantic_segmentation INFO: Iters: 25030/150000 || Lr: 0.016970 || Task Loss: 0.5978 || KD Loss: 0.2179|| 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: 11:38:14 || Estimated Time: 2 days, 10:06:09
2023-07-24 22:24:46,712 semantic_segmentation INFO: Iters: 25040/150000 || Lr: 0.016969 || Task Loss: 0.5982 || KD Loss: 0.1318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:31 || Estimated Time: 2 days, 10:05:51
2023-07-24 22:25:03,504 semantic_segmentation INFO: Iters: 25050/150000 || Lr: 0.016967 || Task Loss: 0.4027 || KD Loss: 0.0832|| 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: 11:38:47 || Estimated Time: 2 days, 10:05:35
2023-07-24 22:25:20,240 semantic_segmentation INFO: Iters: 25060/150000 || Lr: 0.016966 || Task Loss: 0.4813 || KD Loss: 0.0881|| 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: 11:39:04 || Estimated Time: 2 days, 10:05:18
2023-07-24 22:25:37,028 semantic_segmentation INFO: Iters: 25070/150000 || Lr: 0.016965 || Task Loss: 0.6241 || KD Loss: 0.1649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:21 || Estimated Time: 2 days, 10:05:01
2023-07-24 22:25:53,632 semantic_segmentation INFO: Iters: 25080/150000 || Lr: 0.016964 || Task Loss: 0.4549 || KD Loss: 0.1230|| 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: 11:39:38 || Estimated Time: 2 days, 10:04:44
2023-07-24 22:26:10,384 semantic_segmentation INFO: Iters: 25090/150000 || Lr: 0.016962 || Task Loss: 0.4983 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:54 || Estimated Time: 2 days, 10:04:27
2023-07-24 22:26:27,069 semantic_segmentation INFO: Iters: 25100/150000 || Lr: 0.016961 || Task Loss: 0.4056 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:40:11 || Estimated Time: 2 days, 10:04:10
2023-07-24 22:26:43,782 semantic_segmentation INFO: Iters: 25110/150000 || Lr: 0.016960 || Task Loss: 0.4369 || KD Loss: 0.1394|| 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: 11:40:28 || Estimated Time: 2 days, 10:03:54
2023-07-24 22:27:00,899 semantic_segmentation INFO: Iters: 25120/150000 || Lr: 0.016959 || Task Loss: 0.5376 || KD Loss: 0.1337|| 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: 11:40:45 || Estimated Time: 2 days, 10:03:39
2023-07-24 22:27:17,480 semantic_segmentation INFO: Iters: 25130/150000 || Lr: 0.016958 || Task Loss: 0.7249 || KD Loss: 0.2527|| 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: 11:41:01 || Estimated Time: 2 days, 10:03:21
2023-07-24 22:27:34,747 semantic_segmentation INFO: Iters: 25140/150000 || Lr: 0.016956 || Task Loss: 0.6735 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:19 || Estimated Time: 2 days, 10:03:06
2023-07-24 22:27:54,811 semantic_segmentation INFO: Iters: 25150/150000 || Lr: 0.016955 || Task Loss: 0.5660 || KD Loss: 0.1512|| 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: 11:41:39 || Estimated Time: 2 days, 10:03:06
2023-07-24 22:28:11,495 semantic_segmentation INFO: Iters: 25160/150000 || Lr: 0.016954 || Task Loss: 0.7278 || KD Loss: 0.2876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:55 || Estimated Time: 2 days, 10:02:50
2023-07-24 22:28:28,240 semantic_segmentation INFO: Iters: 25170/150000 || Lr: 0.016953 || Task Loss: 0.4440 || KD Loss: 0.1337|| 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: 11:42:12 || Estimated Time: 2 days, 10:02:33
2023-07-24 22:28:45,335 semantic_segmentation INFO: Iters: 25180/150000 || Lr: 0.016951 || Task Loss: 0.4638 || KD Loss: 0.1582|| 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: 11:42:29 || Estimated Time: 2 days, 10:02:18
2023-07-24 22:29:01,963 semantic_segmentation INFO: Iters: 25190/150000 || Lr: 0.016950 || Task Loss: 0.5937 || KD Loss: 0.2227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:46 || Estimated Time: 2 days, 10:02:01
2023-07-24 22:29:18,626 semantic_segmentation INFO: Iters: 25200/150000 || Lr: 0.016949 || Task Loss: 0.5085 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:03 || Estimated Time: 2 days, 10:01:44
2023-07-24 22:29:35,417 semantic_segmentation INFO: Iters: 25210/150000 || Lr: 0.016948 || Task Loss: 0.3938 || KD Loss: 0.1083|| 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: 11:43:19 || Estimated Time: 2 days, 10:01:27
2023-07-24 22:29:52,211 semantic_segmentation INFO: Iters: 25220/150000 || Lr: 0.016947 || Task Loss: 0.6570 || KD Loss: 0.1863|| 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: 11:43:36 || Estimated Time: 2 days, 10:01:11
2023-07-24 22:30:08,991 semantic_segmentation INFO: Iters: 25230/150000 || Lr: 0.016945 || Task Loss: 0.5169 || KD Loss: 0.1523|| 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: 11:43:53 || Estimated Time: 2 days, 10:00:54
2023-07-24 22:30:25,749 semantic_segmentation INFO: Iters: 25240/150000 || Lr: 0.016944 || Task Loss: 0.6918 || KD Loss: 0.2504|| 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: 11:44:10 || Estimated Time: 2 days, 10:00:38
2023-07-24 22:30:42,428 semantic_segmentation INFO: Iters: 25250/150000 || Lr: 0.016943 || Task Loss: 0.6513 || KD Loss: 0.1557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:26 || Estimated Time: 2 days, 10:00:21
2023-07-24 22:30:59,216 semantic_segmentation INFO: Iters: 25260/150000 || Lr: 0.016942 || Task Loss: 0.5717 || KD Loss: 0.1621|| 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: 11:44:43 || Estimated Time: 2 days, 10:00:04
2023-07-24 22:31:15,948 semantic_segmentation INFO: Iters: 25270/150000 || Lr: 0.016940 || Task Loss: 0.7672 || KD Loss: 0.2402|| 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: 11:45:00 || Estimated Time: 2 days, 9:59:47
2023-07-24 22:31:32,706 semantic_segmentation INFO: Iters: 25280/150000 || Lr: 0.016939 || Task Loss: 0.6144 || KD Loss: 0.2238|| 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: 11:45:17 || Estimated Time: 2 days, 9:59:31
2023-07-24 22:31:49,412 semantic_segmentation INFO: Iters: 25290/150000 || Lr: 0.016938 || Task Loss: 0.4844 || KD Loss: 0.1660|| 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: 11:45:33 || Estimated Time: 2 days, 9:59:14
2023-07-24 22:32:06,352 semantic_segmentation INFO: Iters: 25300/150000 || Lr: 0.016937 || Task Loss: 0.7093 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2874|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:50 || Estimated Time: 2 days, 9:58:58
2023-07-24 22:32:22,993 semantic_segmentation INFO: Iters: 25310/150000 || Lr: 0.016936 || Task Loss: 0.6463 || KD Loss: 0.2206|| 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: 11:46:07 || Estimated Time: 2 days, 9:58:41
2023-07-24 22:32:39,848 semantic_segmentation INFO: Iters: 25320/150000 || Lr: 0.016934 || Task Loss: 0.5375 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:24 || Estimated Time: 2 days, 9:58:25
2023-07-24 22:32:56,620 semantic_segmentation INFO: Iters: 25330/150000 || Lr: 0.016933 || Task Loss: 0.4800 || KD Loss: 0.1296|| 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: 11:46:41 || Estimated Time: 2 days, 9:58:08
2023-07-24 22:33:13,387 semantic_segmentation INFO: Iters: 25340/150000 || Lr: 0.016932 || Task Loss: 0.5188 || KD Loss: 0.1054|| 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: 11:46:57 || Estimated Time: 2 days, 9:57:51
2023-07-24 22:33:30,095 semantic_segmentation INFO: Iters: 25350/150000 || Lr: 0.016931 || Task Loss: 0.4702 || KD Loss: 0.0903|| 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: 11:47:14 || Estimated Time: 2 days, 9:57:35
2023-07-24 22:33:46,832 semantic_segmentation INFO: Iters: 25360/150000 || Lr: 0.016929 || Task Loss: 0.5498 || KD Loss: 0.1417|| 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: 11:47:31 || Estimated Time: 2 days, 9:57:18
2023-07-24 22:34:03,854 semantic_segmentation INFO: Iters: 25370/150000 || Lr: 0.016928 || Task Loss: 0.5553 || KD Loss: 0.1421|| 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: 11:47:48 || Estimated Time: 2 days, 9:57:02
2023-07-24 22:34:20,554 semantic_segmentation INFO: Iters: 25380/150000 || Lr: 0.016927 || Task Loss: 0.5759 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:05 || Estimated Time: 2 days, 9:56:45
2023-07-24 22:34:37,268 semantic_segmentation INFO: Iters: 25390/150000 || Lr: 0.016926 || Task Loss: 0.5137 || KD Loss: 0.1020|| 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: 11:48:21 || Estimated Time: 2 days, 9:56:28
2023-07-24 22:34:54,598 semantic_segmentation INFO: Iters: 25400/150000 || Lr: 0.016925 || Task Loss: 0.5148 || KD Loss: 0.1152|| 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: 11:48:39 || Estimated Time: 2 days, 9:56:15
2023-07-24 22:35:11,318 semantic_segmentation INFO: Iters: 25410/150000 || Lr: 0.016923 || Task Loss: 0.8059 || KD Loss: 0.2472|| 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: 11:48:55 || Estimated Time: 2 days, 9:55:58
2023-07-24 22:35:28,074 semantic_segmentation INFO: Iters: 25420/150000 || Lr: 0.016922 || Task Loss: 0.5929 || KD Loss: 0.1926|| 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: 11:49:12 || Estimated Time: 2 days, 9:55:41
2023-07-24 22:35:44,722 semantic_segmentation INFO: Iters: 25430/150000 || Lr: 0.016921 || Task Loss: 0.6356 || KD Loss: 0.2414|| 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: 11:49:29 || Estimated Time: 2 days, 9:55:24
2023-07-24 22:36:01,470 semantic_segmentation INFO: Iters: 25440/150000 || Lr: 0.016920 || Task Loss: 0.5897 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:45 || Estimated Time: 2 days, 9:55:07
2023-07-24 22:36:18,453 semantic_segmentation INFO: Iters: 25450/150000 || Lr: 0.016918 || Task Loss: 0.6637 || KD Loss: 0.2537|| 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: 11:50:02 || Estimated Time: 2 days, 9:54:52
2023-07-24 22:36:35,194 semantic_segmentation INFO: Iters: 25460/150000 || Lr: 0.016917 || Task Loss: 0.6453 || KD Loss: 0.1719|| 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: 11:50:19 || Estimated Time: 2 days, 9:54:35
2023-07-24 22:36:51,793 semantic_segmentation INFO: Iters: 25470/150000 || Lr: 0.016916 || Task Loss: 0.4400 || KD Loss: 0.1428|| 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: 11:50:36 || Estimated Time: 2 days, 9:54:18
2023-07-24 22:37:08,548 semantic_segmentation INFO: Iters: 25480/150000 || Lr: 0.016915 || Task Loss: 0.8272 || KD Loss: 0.2957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2821|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:50:53 || Estimated Time: 2 days, 9:54:01
2023-07-24 22:37:25,415 semantic_segmentation INFO: Iters: 25490/150000 || Lr: 0.016914 || Task Loss: 0.5874 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:51:09 || Estimated Time: 2 days, 9:53:45
2023-07-24 22:37:42,459 semantic_segmentation INFO: Iters: 25500/150000 || Lr: 0.016912 || Task Loss: 0.7619 || KD Loss: 0.2899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 9:53:29
2023-07-24 22:37:59,180 semantic_segmentation INFO: Iters: 25510/150000 || Lr: 0.016911 || Task Loss: 0.6390 || KD Loss: 0.2189|| 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: 11:51:43 || Estimated Time: 2 days, 9:53:13
2023-07-24 22:38:15,903 semantic_segmentation INFO: Iters: 25520/150000 || Lr: 0.016910 || Task Loss: 0.5265 || KD Loss: 0.1436|| 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: 11:52:00 || Estimated Time: 2 days, 9:52:56
2023-07-24 22:38:32,658 semantic_segmentation INFO: Iters: 25530/150000 || Lr: 0.016909 || Task Loss: 0.5198 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:17 || Estimated Time: 2 days, 9:52:39
2023-07-24 22:38:49,505 semantic_segmentation INFO: Iters: 25540/150000 || Lr: 0.016907 || Task Loss: 0.6344 || KD Loss: 0.1999|| 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: 11:52:33 || Estimated Time: 2 days, 9:52:23
2023-07-24 22:39:06,179 semantic_segmentation INFO: Iters: 25550/150000 || Lr: 0.016906 || Task Loss: 0.5490 || KD Loss: 0.1546|| 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: 11:52:50 || Estimated Time: 2 days, 9:52:06
2023-07-24 22:39:22,959 semantic_segmentation INFO: Iters: 25560/150000 || Lr: 0.016905 || Task Loss: 0.7106 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:07 || Estimated Time: 2 days, 9:51:50
2023-07-24 22:39:39,734 semantic_segmentation INFO: Iters: 25570/150000 || Lr: 0.016904 || Task Loss: 0.6135 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:24 || Estimated Time: 2 days, 9:51:33
2023-07-24 22:39:56,482 semantic_segmentation INFO: Iters: 25580/150000 || Lr: 0.016903 || Task Loss: 0.5372 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:40 || Estimated Time: 2 days, 9:51:16
2023-07-24 22:40:13,238 semantic_segmentation INFO: Iters: 25590/150000 || Lr: 0.016901 || Task Loss: 0.5422 || KD Loss: 0.1813|| 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: 11:53:57 || Estimated Time: 2 days, 9:51:00
2023-07-24 22:40:29,947 semantic_segmentation INFO: Iters: 25600/150000 || Lr: 0.016900 || Task Loss: 0.6114 || KD Loss: 0.2131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:14 || Estimated Time: 2 days, 9:50:43
2023-07-24 22:40:30,060 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 22:40:30,512 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-24 22:40:30,527 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.133
2023-07-24 22:40:30,539 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.168
2023-07-24 22:40:30,553 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.168
2023-07-24 22:40:30,566 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.242
2023-07-24 22:40:30,578 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.287
2023-07-24 22:40:30,592 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.326
2023-07-24 22:40:30,606 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.332
2023-07-24 22:40:30,621 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.374
2023-07-24 22:40:30,637 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.415
2023-07-24 22:40:30,651 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.946, mIoU: 0.417
2023-07-24 22:40:30,666 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.463
2023-07-24 22:40:30,678 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.912, mIoU: 0.418
2023-07-24 22:40:30,692 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.912, mIoU: 0.400
2023-07-24 22:40:30,707 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.913, mIoU: 0.395
2023-07-24 22:40:30,719 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.914, mIoU: 0.389
2023-07-24 22:40:30,730 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.909, mIoU: 0.378
2023-07-24 22:40:30,743 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.912, mIoU: 0.378
2023-07-24 22:40:30,757 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.377
2023-07-24 22:40:30,773 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.421
2023-07-24 22:40:30,788 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.918, mIoU: 0.423
2023-07-24 22:40:30,803 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.917, mIoU: 0.432
2023-07-24 22:40:30,817 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.465
2023-07-24 22:40:30,834 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.917, mIoU: 0.464
2023-07-24 22:40:30,850 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.463
2023-07-24 22:40:30,864 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.471
2023-07-24 22:40:30,878 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.471
2023-07-24 22:40:30,890 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.453
2023-07-24 22:40:30,905 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.440
2023-07-24 22:40:30,920 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.441
2023-07-24 22:40:30,934 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.441
2023-07-24 22:40:30,950 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.440
2023-07-24 22:40:30,965 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.449
2023-07-24 22:40:30,979 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.448
2023-07-24 22:40:30,994 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.492
2023-07-24 22:40:31,010 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.493
2023-07-24 22:40:31,024 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.492
2023-07-24 22:40:31,037 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.535
2023-07-24 22:40:31,054 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.527
2023-07-24 22:40:31,066 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.524
2023-07-24 22:40:31,080 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.906, mIoU: 0.535
2023-07-24 22:40:31,094 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-24 22:40:31,109 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.531
2023-07-24 22:40:31,122 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.531
2023-07-24 22:40:31,137 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.536
2023-07-24 22:40:31,151 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-24 22:40:31,164 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.908, mIoU: 0.545
2023-07-24 22:40:31,177 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.545
2023-07-24 22:40:31,191 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.909, mIoU: 0.544
2023-07-24 22:40:31,207 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.540
2023-07-24 22:40:31,223 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-24 22:40:31,238 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.538
2023-07-24 22:40:31,251 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.535
2023-07-24 22:40:31,266 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.911, mIoU: 0.535
2023-07-24 22:40:31,281 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-24 22:40:31,294 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.908, mIoU: 0.534
2023-07-24 22:40:31,310 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.533
2023-07-24 22:40:31,326 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.533
2023-07-24 22:40:31,339 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.911, mIoU: 0.535
2023-07-24 22:40:31,354 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.905, mIoU: 0.571
2023-07-24 22:40:31,367 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.570
2023-07-24 22:40:31,382 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.567
2023-07-24 22:40:31,395 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.908, mIoU: 0.565
2023-07-24 22:40:31,412 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.570
2023-07-24 22:40:31,425 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.567
2023-07-24 22:40:31,441 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.910, mIoU: 0.567
2023-07-24 22:40:31,456 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.911, mIoU: 0.568
2023-07-24 22:40:31,470 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-24 22:40:31,485 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.615
2023-07-24 22:40:31,500 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-24 22:40:31,517 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-24 22:40:31,530 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-24 22:40:31,546 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-24 22:40:31,561 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 22:40:31,576 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-24 22:40:31,591 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 22:40:31,606 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-24 22:40:31,615 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-24 22:40:31,633 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 22:40:31,650 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-24 22:40:31,663 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 22:40:31,678 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-24 22:40:31,692 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-24 22:40:31,706 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 22:40:31,722 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 22:40:31,736 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-24 22:40:31,750 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 22:40:31,765 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 22:40:31,779 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:31,792 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-24 22:40:31,806 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:31,821 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 22:40:31,835 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-24 22:40:31,850 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-24 22:40:31,865 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-24 22:40:31,880 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-24 22:40:31,893 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-24 22:40:31,906 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-24 22:40:31,921 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-24 22:40:31,934 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-24 22:40:31,950 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-24 22:40:31,965 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-24 22:40:31,979 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-24 22:40:31,994 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-24 22:40:32,010 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-24 22:40:32,023 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 22:40:32,038 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 22:40:32,058 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-24 22:40:32,071 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-24 22:40:32,083 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-24 22:40:32,154 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-24 22:40:32,330 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.908, mIoU: 0.607
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2023-07-24 22:40:35,828 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.903, mIoU: 0.595
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2023-07-24 22:40:37,719 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-24 22:40:37,734 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.606
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2023-07-24 22:40:37,762 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.606
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2023-07-24 22:40:37,793 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 22:40:37,808 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 22:40:37,823 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 22:40:37,835 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 22:40:37,850 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 22:40:37,865 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-24 22:40:37,879 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-24 22:40:37,895 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 22:40:37,910 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 22:40:37,923 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 22:40:37,938 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 22:40:37,953 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 22:40:37,966 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:37,981 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:37,992 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:38,007 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,019 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:38,031 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:38,043 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:38,057 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,072 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,086 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,101 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,109 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,123 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,138 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,153 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,168 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,182 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:38,195 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:38,208 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,222 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,237 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,252 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,264 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,277 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,292 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,306 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,320 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,333 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:38,348 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,363 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,378 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,392 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,408 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,423 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,436 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,451 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,466 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-24 22:40:38,481 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,496 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,510 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,525 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,540 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,557 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,567 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,582 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,597 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-24 22:40:38,610 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:38,625 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,638 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,652 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,667 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,682 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,695 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,707 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,720 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,736 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,752 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,767 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,781 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,796 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:38,808 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:38,823 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-24 22:40:38,865 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.609
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2023-07-24 22:40:38,966 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.608
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2023-07-24 22:40:38,994 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,009 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.608
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2023-07-24 22:40:39,049 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-24 22:40:39,091 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 22:40:39,105 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 22:40:39,120 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 22:40:39,134 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 22:40:39,150 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,164 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 22:40:39,179 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 22:40:39,193 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-24 22:40:39,207 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 22:40:39,220 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 22:40:39,235 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,250 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,265 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,278 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:39,293 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:39,307 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,321 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,336 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,352 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,366 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,381 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,397 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,411 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,424 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:39,438 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,453 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,470 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:39,485 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:39,500 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:39,509 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:39,522 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,537 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,549 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 22:40:39,563 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 22:40:39,576 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 22:40:39,588 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,603 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,619 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,634 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-24 22:40:39,650 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,663 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,677 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:39,691 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-24 22:40:39,705 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-24 22:40:39,720 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-24 22:40:39,736 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,758 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:39,773 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,787 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,800 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,815 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-24 22:40:39,829 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-24 22:40:39,842 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:39,854 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:39,868 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:39,883 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:39,898 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-24 22:40:39,911 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 22:40:39,925 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 22:40:39,940 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-24 22:40:39,954 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-24 22:40:39,967 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-24 22:40:39,987 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-24 22:40:40,285 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-24 22:40:40,529 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:40,545 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 22:40:40,557 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 22:40:40,570 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 22:40:40,583 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 22:40:40,598 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 22:40:40,614 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-24 22:40:40,627 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,640 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,655 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,669 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,684 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,699 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,713 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,726 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 22:40:40,741 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,754 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,769 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,785 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,798 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,814 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,827 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,842 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,858 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,870 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,883 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,900 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 22:40:40,916 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-24 22:40:40,931 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,946 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,958 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,971 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,985 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-24 22:40:40,998 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 22:40:41,013 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-24 22:40:41,030 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,043 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,058 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,071 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,086 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,101 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,114 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,127 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,142 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,156 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,170 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,184 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,199 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,213 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-24 22:40:41,226 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,240 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,256 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,272 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,285 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,299 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,312 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:41,327 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,340 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,352 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-24 22:40:41,367 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,381 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,395 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,410 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,425 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,440 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,455 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,468 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,481 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,495 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,508 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,521 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,533 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,549 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,562 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,575 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,589 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,604 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,619 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,635 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,648 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,661 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,675 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,690 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,705 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:41,720 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:41,732 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,745 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,757 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,773 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,789 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,803 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,817 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,828 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,841 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,855 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-24 22:40:41,870 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-24 22:40:41,883 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,898 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,912 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,927 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,940 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,955 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:41,968 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,983 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:41,998 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,011 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,027 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,041 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,056 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,071 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,086 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,100 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,114 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,128 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,142 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,157 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,170 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,183 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,195 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,211 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:42,224 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,240 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,255 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,266 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,280 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,296 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,311 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,324 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-24 22:40:42,340 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,354 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,367 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,381 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,397 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,411 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,424 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,435 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,451 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,466 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,481 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,494 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,509 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:42,524 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,539 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,554 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,567 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,582 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,595 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,610 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,624 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 22:40:42,637 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,653 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,666 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,681 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,695 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,710 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-24 22:40:42,724 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,739 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,752 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,767 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,784 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,798 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,813 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,828 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,837 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,851 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,863 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,878 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,894 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,910 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:42,923 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:42,938 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,952 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,967 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,983 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:42,998 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,011 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:43,027 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,042 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,057 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,070 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,085 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,099 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,114 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,126 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,141 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,155 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,167 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,181 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,195 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,207 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,221 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,233 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:43,247 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:43,261 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:43,275 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:43,289 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:43,303 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:43,318 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,331 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,343 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,358 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,371 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,383 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,399 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,413 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,428 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,443 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,456 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,468 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,484 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,499 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:43,511 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,526 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,539 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,554 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,568 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,584 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,599 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,614 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,623 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,638 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,653 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:43,666 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,681 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,695 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,710 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,723 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,738 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,753 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:43,768 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-24 22:40:43,783 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,798 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:43,816 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,831 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,844 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,858 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,873 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-24 22:40:43,887 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:43,900 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-24 22:40:43,915 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,930 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,945 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,952 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,965 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,979 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:43,991 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:44,003 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:44,018 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,033 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,048 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,060 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,073 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,087 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,098 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,114 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,127 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,142 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,156 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,171 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,186 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,197 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,210 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,224 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:44,239 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:44,254 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-24 22:40:44,268 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,281 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:44,291 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:44,302 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-24 22:40:44,315 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,326 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,341 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,353 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:44,368 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:44,383 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,399 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,412 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:44,427 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,442 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,456 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,471 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,485 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,499 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,513 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,529 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:44,542 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,555 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,570 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,582 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:44,598 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-24 22:40:44,611 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,626 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,641 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,659 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,674 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,688 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,703 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,718 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,732 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,747 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,759 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,772 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,787 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-24 22:40:44,802 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-24 22:40:44,818 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-24 22:40:44,834 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,849 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,864 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-24 22:40:44,878 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,893 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,906 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,921 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,930 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 22:40:44,943 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-24 22:40:44,958 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-24 22:40:44,969 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,984 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:44,998 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-24 22:40:45,013 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,028 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,043 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,058 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,072 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,085 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,100 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,112 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,127 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,142 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,154 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,169 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,182 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,197 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,212 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,227 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,242 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,257 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,270 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,282 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:45,297 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-24 22:40:45,310 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,323 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,339 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,354 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,368 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,381 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,395 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-24 22:40:45,410 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,426 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,441 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,454 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,467 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-24 22:40:45,482 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,496 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,511 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,526 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,540 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,555 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,569 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,584 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,599 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-24 22:40:45,613 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,627 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,642 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,654 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,669 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,684 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-24 22:40:45,699 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,711 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-24 22:40:45,725 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,740 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,755 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,768 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,783 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,798 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,813 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,830 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,846 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,862 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,875 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,890 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,907 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,920 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,936 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,948 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,957 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-24 22:40:45,972 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,986 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:45,999 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,014 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,028 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,041 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,053 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,068 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,082 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,096 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,112 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 22:40:46,126 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,142 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,156 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,169 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-24 22:40:46,185 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,200 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,215 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,228 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,241 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,256 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,272 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,287 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,302 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,315 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,330 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,344 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,358 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,372 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,387 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,402 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,417 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,429 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,444 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,458 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-24 22:40:46,486 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,499 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,513 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,526 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,538 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,550 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:46,564 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-24 22:40:46,617 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:46,630 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,646 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-24 22:40:46,674 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-24 22:40:46,719 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-24 22:40:46,788 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:46,801 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.909, mIoU: 0.617
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2023-07-24 22:40:46,904 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,919 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,931 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,946 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-24 22:40:46,960 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-24 22:40:46,990 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:47,002 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:47,014 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,028 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,043 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-24 22:40:47,057 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,069 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-24 22:40:47,113 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-24 22:40:47,180 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.908, mIoU: 0.617
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2023-07-24 22:40:47,207 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-24 22:40:47,221 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-24 22:40:47,278 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,293 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,308 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.908, mIoU: 0.619
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2023-07-24 22:40:47,336 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,351 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,364 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,378 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,393 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-24 22:40:47,409 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,422 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,437 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,448 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,463 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,479 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,493 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,506 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,521 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,537 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,552 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,563 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,578 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,593 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,604 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,619 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,634 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-24 22:40:47,648 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,661 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,674 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,688 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,702 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,717 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,730 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,745 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,757 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,769 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,784 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,798 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,812 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,827 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,843 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,857 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,873 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,888 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,904 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,918 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:47,931 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:47,943 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:47,959 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:47,973 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:47,988 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,001 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,014 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,028 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,043 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,056 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,070 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,084 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,099 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,114 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,129 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,144 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,159 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,172 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,186 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,201 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,214 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,228 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,243 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,257 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,272 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,286 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,300 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,315 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,328 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,343 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,357 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,372 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,385 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,401 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,416 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,429 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,441 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,456 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,472 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,485 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,500 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,515 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,530 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,545 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,560 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,574 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,589 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,602 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,614 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,627 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,640 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,653 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,667 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,682 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,694 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,707 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,721 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,732 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:48,746 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,760 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,775 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,790 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,804 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,817 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,832 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:48,846 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,860 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,876 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,893 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,909 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,923 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-24 22:40:48,938 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:48,953 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:48,967 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:48,981 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:48,994 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,009 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,023 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,038 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,052 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,065 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,079 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,093 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,108 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,122 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,137 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,151 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,166 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,176 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,189 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,202 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,215 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,231 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,245 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,260 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,272 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,285 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,298 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,313 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,327 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,341 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,356 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,369 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,383 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,399 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,412 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,426 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,441 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,454 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,468 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,480 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,495 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,510 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-24 22:40:49,525 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,540 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,553 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,565 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,579 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,594 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,608 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,621 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,634 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,649 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,663 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,678 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-24 22:40:49,690 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,705 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,721 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,737 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,751 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,766 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,774 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,788 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,801 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,813 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,828 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,842 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:40:49,856 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,872 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,888 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,904 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:49,920 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:49,933 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:49,947 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:49,964 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:49,979 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:49,995 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:50,010 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,027 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,040 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,054 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,069 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,085 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:50,098 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:50,111 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,126 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,141 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,155 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-24 22:40:50,170 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,188 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,203 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,218 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,231 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,245 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,258 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,273 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,288 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,302 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,317 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,330 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,346 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,360 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,375 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,390 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,406 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,421 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,436 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,449 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,464 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,477 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,492 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,508 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,523 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,538 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,554 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,568 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,578 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,593 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,606 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,621 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,636 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,651 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,666 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,678 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,687 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,704 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,719 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,733 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,746 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,761 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-24 22:40:50,776 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,789 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,803 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,818 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,831 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,845 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,857 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,872 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,888 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,903 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,918 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,933 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,948 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,962 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,978 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:50,991 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:51,005 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:51,020 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-24 22:40:51,036 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-24 22:41:07,678 semantic_segmentation INFO: Iters: 25610/150000 || Lr: 0.016899 || Task Loss: 0.6040 || KD Loss: 0.1356|| 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: 11:54:52 || Estimated Time: 2 days, 9:52:08
2023-07-24 22:41:24,396 semantic_segmentation INFO: Iters: 25620/150000 || Lr: 0.016898 || Task Loss: 0.5718 || KD Loss: 0.1566|| 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: 11:55:08 || Estimated Time: 2 days, 9:51:51
2023-07-24 22:41:41,187 semantic_segmentation INFO: Iters: 25630/150000 || Lr: 0.016896 || Task Loss: 0.8317 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2783|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:25 || Estimated Time: 2 days, 9:51:34
2023-07-24 22:41:57,807 semantic_segmentation INFO: Iters: 25640/150000 || Lr: 0.016895 || Task Loss: 0.4677 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:42 || Estimated Time: 2 days, 9:51:17
2023-07-24 22:42:14,682 semantic_segmentation INFO: Iters: 25650/150000 || Lr: 0.016894 || Task Loss: 0.5217 || KD Loss: 0.1661|| 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: 11:55:59 || Estimated Time: 2 days, 9:51:01
2023-07-24 22:42:31,493 semantic_segmentation INFO: Iters: 25660/150000 || Lr: 0.016893 || Task Loss: 0.5974 || KD Loss: 0.1784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 9:50:45
2023-07-24 22:42:48,780 semantic_segmentation INFO: Iters: 25670/150000 || Lr: 0.016892 || Task Loss: 0.4585 || KD Loss: 0.1294|| 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: 11:56:33 || Estimated Time: 2 days, 9:50:30
2023-07-24 22:43:05,379 semantic_segmentation INFO: Iters: 25680/150000 || Lr: 0.016890 || Task Loss: 0.8916 || KD Loss: 0.3123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:49 || Estimated Time: 2 days, 9:50:13
2023-07-24 22:43:22,259 semantic_segmentation INFO: Iters: 25690/150000 || Lr: 0.016889 || Task Loss: 0.9468 || KD Loss: 0.3549|| 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: 11:57:06 || Estimated Time: 2 days, 9:49:57
2023-07-24 22:43:38,950 semantic_segmentation INFO: Iters: 25700/150000 || Lr: 0.016888 || Task Loss: 0.5466 || KD Loss: 0.1643|| 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: 11:57:23 || Estimated Time: 2 days, 9:49:40
2023-07-24 22:43:55,806 semantic_segmentation INFO: Iters: 25710/150000 || Lr: 0.016887 || Task Loss: 0.4839 || KD Loss: 0.1285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:40 || Estimated Time: 2 days, 9:49:23
2023-07-24 22:44:12,909 semantic_segmentation INFO: Iters: 25720/150000 || Lr: 0.016885 || Task Loss: 0.9815 || KD Loss: 0.3560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:57:57 || Estimated Time: 2 days, 9:49:08
2023-07-24 22:44:29,619 semantic_segmentation INFO: Iters: 25730/150000 || Lr: 0.016884 || Task Loss: 0.5224 || KD Loss: 0.1248|| 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: 11:58:14 || Estimated Time: 2 days, 9:48:52
2023-07-24 22:44:46,350 semantic_segmentation INFO: Iters: 25740/150000 || Lr: 0.016883 || Task Loss: 0.4985 || KD Loss: 0.1159|| 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: 11:58:30 || Estimated Time: 2 days, 9:48:35
2023-07-24 22:45:03,134 semantic_segmentation INFO: Iters: 25750/150000 || Lr: 0.016882 || Task Loss: 0.8652 || KD Loss: 0.1989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:47 || Estimated Time: 2 days, 9:48:18
2023-07-24 22:45:20,032 semantic_segmentation INFO: Iters: 25760/150000 || Lr: 0.016881 || Task Loss: 0.4401 || KD Loss: 0.1142|| 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: 11:59:04 || Estimated Time: 2 days, 9:48:02
2023-07-24 22:45:37,253 semantic_segmentation INFO: Iters: 25770/150000 || Lr: 0.016879 || Task Loss: 0.5289 || KD Loss: 0.1425|| 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: 11:59:21 || Estimated Time: 2 days, 9:47:48
2023-07-24 22:45:53,896 semantic_segmentation INFO: Iters: 25780/150000 || Lr: 0.016878 || Task Loss: 0.6812 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:38 || Estimated Time: 2 days, 9:47:31
2023-07-24 22:46:10,643 semantic_segmentation INFO: Iters: 25790/150000 || Lr: 0.016877 || Task Loss: 0.8581 || KD Loss: 0.4041|| 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: 11:59:55 || Estimated Time: 2 days, 9:47:14
2023-07-24 22:46:27,488 semantic_segmentation INFO: Iters: 25800/150000 || Lr: 0.016876 || Task Loss: 0.5254 || KD Loss: 0.1414|| 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: 12:00:11 || Estimated Time: 2 days, 9:46:57
2023-07-24 22:46:44,097 semantic_segmentation INFO: Iters: 25810/150000 || Lr: 0.016874 || Task Loss: 0.4883 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:00:28 || Estimated Time: 2 days, 9:46:40
2023-07-24 22:47:00,976 semantic_segmentation INFO: Iters: 25820/150000 || Lr: 0.016873 || Task Loss: 0.6854 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 9:46:24
2023-07-24 22:47:17,759 semantic_segmentation INFO: Iters: 25830/150000 || Lr: 0.016872 || Task Loss: 0.5914 || KD Loss: 0.1516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:02 || Estimated Time: 2 days, 9:46:07
2023-07-24 22:47:34,474 semantic_segmentation INFO: Iters: 25840/150000 || Lr: 0.016871 || Task Loss: 0.6306 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2802|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:18 || Estimated Time: 2 days, 9:45:50
2023-07-24 22:47:51,269 semantic_segmentation INFO: Iters: 25850/150000 || Lr: 0.016870 || Task Loss: 0.5736 || KD Loss: 0.1232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:35 || Estimated Time: 2 days, 9:45:34
2023-07-24 22:48:07,974 semantic_segmentation INFO: Iters: 25860/150000 || Lr: 0.016868 || Task Loss: 0.5321 || KD Loss: 0.1610|| 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: 12:01:52 || Estimated Time: 2 days, 9:45:17
2023-07-24 22:48:24,652 semantic_segmentation INFO: Iters: 25870/150000 || Lr: 0.016867 || Task Loss: 0.4695 || KD Loss: 0.1328|| 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: 12:02:09 || Estimated Time: 2 days, 9:45:00
2023-07-24 22:48:41,444 semantic_segmentation INFO: Iters: 25880/150000 || Lr: 0.016866 || Task Loss: 0.9237 || KD Loss: 0.3867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:25 || Estimated Time: 2 days, 9:44:43
2023-07-24 22:48:58,235 semantic_segmentation INFO: Iters: 25890/150000 || Lr: 0.016865 || Task Loss: 0.4968 || KD Loss: 0.1242|| 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: 12:02:42 || Estimated Time: 2 days, 9:44:27
2023-07-24 22:49:15,018 semantic_segmentation INFO: Iters: 25900/150000 || Lr: 0.016863 || Task Loss: 0.6381 || KD Loss: 0.2271|| 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: 12:02:59 || Estimated Time: 2 days, 9:44:10
2023-07-24 22:49:31,773 semantic_segmentation INFO: Iters: 25910/150000 || Lr: 0.016862 || Task Loss: 0.6369 || KD Loss: 0.1481|| 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: 12:03:16 || Estimated Time: 2 days, 9:43:53
2023-07-24 22:49:48,481 semantic_segmentation INFO: Iters: 25920/150000 || Lr: 0.016861 || Task Loss: 0.4729 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:32 || Estimated Time: 2 days, 9:43:36
2023-07-24 22:50:05,268 semantic_segmentation INFO: Iters: 25930/150000 || Lr: 0.016860 || Task Loss: 0.5610 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:49 || Estimated Time: 2 days, 9:43:20
2023-07-24 22:50:22,095 semantic_segmentation INFO: Iters: 25940/150000 || Lr: 0.016859 || Task Loss: 0.7390 || KD Loss: 0.1967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:06 || Estimated Time: 2 days, 9:43:04
2023-07-24 22:50:38,796 semantic_segmentation INFO: Iters: 25950/150000 || Lr: 0.016857 || Task Loss: 0.4080 || KD Loss: 0.0735|| 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: 12:04:23 || Estimated Time: 2 days, 9:42:46
2023-07-24 22:50:55,443 semantic_segmentation INFO: Iters: 25960/150000 || Lr: 0.016856 || Task Loss: 0.6744 || KD Loss: 0.1319|| 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: 12:04:39 || Estimated Time: 2 days, 9:42:29
2023-07-24 22:51:12,251 semantic_segmentation INFO: Iters: 25970/150000 || Lr: 0.016855 || Task Loss: 0.5474 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:56 || Estimated Time: 2 days, 9:42:13
2023-07-24 22:51:28,976 semantic_segmentation INFO: Iters: 25980/150000 || Lr: 0.016854 || Task Loss: 0.4602 || KD Loss: 0.1240|| 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: 12:05:13 || Estimated Time: 2 days, 9:41:56
2023-07-24 22:51:46,184 semantic_segmentation INFO: Iters: 25990/150000 || Lr: 0.016852 || Task Loss: 0.4041 || KD Loss: 0.1159|| 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: 12:05:30 || Estimated Time: 2 days, 9:41:42
2023-07-24 22:52:03,878 semantic_segmentation INFO: Iters: 26000/150000 || Lr: 0.016851 || Task Loss: 0.9730 || KD Loss: 0.3435|| 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: 12:05:48 || Estimated Time: 2 days, 9:41:28
2023-07-24 22:52:23,454 semantic_segmentation INFO: Iters: 26010/150000 || Lr: 0.016850 || Task Loss: 0.4208 || KD Loss: 0.1260|| 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: 12:06:07 || Estimated Time: 2 days, 9:41:26
2023-07-24 22:52:40,155 semantic_segmentation INFO: Iters: 26020/150000 || Lr: 0.016849 || Task Loss: 0.7344 || KD Loss: 0.2064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:24 || Estimated Time: 2 days, 9:41:09
2023-07-24 22:52:56,880 semantic_segmentation INFO: Iters: 26030/150000 || Lr: 0.016848 || Task Loss: 0.3339 || KD Loss: 0.0670|| 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: 12:06:41 || Estimated Time: 2 days, 9:40:52
2023-07-24 22:53:13,611 semantic_segmentation INFO: Iters: 26040/150000 || Lr: 0.016846 || Task Loss: 0.3933 || KD Loss: 0.0672|| 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: 12:06:58 || Estimated Time: 2 days, 9:40:35
2023-07-24 22:53:30,442 semantic_segmentation INFO: Iters: 26050/150000 || Lr: 0.016845 || Task Loss: 0.6835 || KD Loss: 0.2807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:14 || Estimated Time: 2 days, 9:40:19
2023-07-24 22:53:47,205 semantic_segmentation INFO: Iters: 26060/150000 || Lr: 0.016844 || Task Loss: 0.6097 || KD Loss: 0.1936|| 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: 12:07:31 || Estimated Time: 2 days, 9:40:02
2023-07-24 22:54:03,999 semantic_segmentation INFO: Iters: 26070/150000 || Lr: 0.016843 || Task Loss: 0.5654 || KD Loss: 0.1635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:48 || Estimated Time: 2 days, 9:39:46
2023-07-24 22:54:20,790 semantic_segmentation INFO: Iters: 26080/150000 || Lr: 0.016841 || Task Loss: 0.4306 || KD Loss: 0.1055|| 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: 12:08:05 || Estimated Time: 2 days, 9:39:29
2023-07-24 22:54:37,530 semantic_segmentation INFO: Iters: 26090/150000 || Lr: 0.016840 || Task Loss: 0.4633 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:08:22 || Estimated Time: 2 days, 9:39:12
2023-07-24 22:54:54,280 semantic_segmentation INFO: Iters: 26100/150000 || Lr: 0.016839 || Task Loss: 0.3421 || KD Loss: 0.0825|| 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: 12:08:38 || Estimated Time: 2 days, 9:38:56
2023-07-24 22:55:11,064 semantic_segmentation INFO: Iters: 26110/150000 || Lr: 0.016838 || Task Loss: 0.5824 || KD Loss: 0.1733|| 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: 12:08:55 || Estimated Time: 2 days, 9:38:39
2023-07-24 22:55:27,839 semantic_segmentation INFO: Iters: 26120/150000 || Lr: 0.016837 || Task Loss: 0.4695 || KD Loss: 0.1030|| 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: 12:09:12 || Estimated Time: 2 days, 9:38:22
2023-07-24 22:55:44,650 semantic_segmentation INFO: Iters: 26130/150000 || Lr: 0.016835 || Task Loss: 0.3889 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:29 || Estimated Time: 2 days, 9:38:06
2023-07-24 22:56:01,897 semantic_segmentation INFO: Iters: 26140/150000 || Lr: 0.016834 || Task Loss: 0.7057 || KD Loss: 0.2138|| 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: 12:09:46 || Estimated Time: 2 days, 9:37:51
2023-07-24 22:56:18,551 semantic_segmentation INFO: Iters: 26150/150000 || Lr: 0.016833 || Task Loss: 0.6906 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:10:03 || Estimated Time: 2 days, 9:37:34
2023-07-24 22:56:35,256 semantic_segmentation INFO: Iters: 26160/150000 || Lr: 0.016832 || Task Loss: 0.6487 || KD Loss: 0.1798|| 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: 12:10:19 || Estimated Time: 2 days, 9:37:17
2023-07-24 22:56:51,993 semantic_segmentation INFO: Iters: 26170/150000 || Lr: 0.016830 || Task Loss: 0.5862 || KD Loss: 0.2467|| 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: 12:10:36 || Estimated Time: 2 days, 9:37:00
2023-07-24 22:57:08,722 semantic_segmentation INFO: Iters: 26180/150000 || Lr: 0.016829 || Task Loss: 0.4155 || KD Loss: 0.1316|| 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: 12:10:53 || Estimated Time: 2 days, 9:36:44
2023-07-24 22:57:25,522 semantic_segmentation INFO: Iters: 26190/150000 || Lr: 0.016828 || Task Loss: 0.6815 || KD Loss: 0.2353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:10 || Estimated Time: 2 days, 9:36:27
2023-07-24 22:57:42,316 semantic_segmentation INFO: Iters: 26200/150000 || Lr: 0.016827 || Task Loss: 0.6633 || KD Loss: 0.1641|| 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: 12:11:26 || Estimated Time: 2 days, 9:36:11
2023-07-24 22:57:59,090 semantic_segmentation INFO: Iters: 26210/150000 || Lr: 0.016826 || Task Loss: 0.4748 || KD Loss: 0.1277|| 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: 12:11:43 || Estimated Time: 2 days, 9:35:54
2023-07-24 22:58:15,824 semantic_segmentation INFO: Iters: 26220/150000 || Lr: 0.016824 || Task Loss: 0.6897 || KD Loss: 0.1688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:00 || Estimated Time: 2 days, 9:35:37
2023-07-24 22:58:32,559 semantic_segmentation INFO: Iters: 26230/150000 || Lr: 0.016823 || Task Loss: 0.8221 || KD Loss: 0.2989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 9:35:20
2023-07-24 22:58:49,293 semantic_segmentation INFO: Iters: 26240/150000 || Lr: 0.016822 || Task Loss: 0.4087 || KD Loss: 0.0821|| 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: 12:12:33 || Estimated Time: 2 days, 9:35:04
2023-07-24 22:59:06,069 semantic_segmentation INFO: Iters: 26250/150000 || Lr: 0.016821 || Task Loss: 0.4410 || KD Loss: 0.1056|| 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: 12:12:50 || Estimated Time: 2 days, 9:34:47
2023-07-24 22:59:23,019 semantic_segmentation INFO: Iters: 26260/150000 || Lr: 0.016819 || Task Loss: 0.5654 || KD Loss: 0.1708|| 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: 12:13:07 || Estimated Time: 2 days, 9:34:31
2023-07-24 22:59:39,795 semantic_segmentation INFO: Iters: 26270/150000 || Lr: 0.016818 || Task Loss: 0.4911 || KD Loss: 0.1153|| 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: 12:13:24 || Estimated Time: 2 days, 9:34:14
2023-07-24 22:59:56,550 semantic_segmentation INFO: Iters: 26280/150000 || Lr: 0.016817 || Task Loss: 0.4765 || KD Loss: 0.1428|| 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: 12:13:41 || Estimated Time: 2 days, 9:33:58
2023-07-24 23:00:13,359 semantic_segmentation INFO: Iters: 26290/150000 || Lr: 0.016816 || Task Loss: 0.5069 || KD Loss: 0.1334|| 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: 12:13:57 || Estimated Time: 2 days, 9:33:41
2023-07-24 23:00:30,052 semantic_segmentation INFO: Iters: 26300/150000 || Lr: 0.016814 || Task Loss: 0.4156 || KD Loss: 0.1297|| 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: 12:14:14 || Estimated Time: 2 days, 9:33:24
2023-07-24 23:00:46,835 semantic_segmentation INFO: Iters: 26310/150000 || Lr: 0.016813 || Task Loss: 0.4557 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:14:31 || Estimated Time: 2 days, 9:33:08
2023-07-24 23:01:03,612 semantic_segmentation INFO: Iters: 26320/150000 || Lr: 0.016812 || Task Loss: 0.4759 || KD Loss: 0.0822|| 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: 12:14:48 || Estimated Time: 2 days, 9:32:51
2023-07-24 23:01:20,371 semantic_segmentation INFO: Iters: 26330/150000 || Lr: 0.016811 || Task Loss: 0.7051 || KD Loss: 0.2746|| 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: 12:15:04 || Estimated Time: 2 days, 9:32:34
2023-07-24 23:01:37,145 semantic_segmentation INFO: Iters: 26340/150000 || Lr: 0.016810 || Task Loss: 0.5602 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:21 || Estimated Time: 2 days, 9:32:18
2023-07-24 23:01:53,868 semantic_segmentation INFO: Iters: 26350/150000 || Lr: 0.016808 || Task Loss: 0.4823 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:38 || Estimated Time: 2 days, 9:32:01
2023-07-24 23:02:10,663 semantic_segmentation INFO: Iters: 26360/150000 || Lr: 0.016807 || Task Loss: 0.8259 || KD Loss: 0.3076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:55 || Estimated Time: 2 days, 9:31:44
2023-07-24 23:02:27,400 semantic_segmentation INFO: Iters: 26370/150000 || Lr: 0.016806 || Task Loss: 0.5210 || KD Loss: 0.1628|| 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: 12:16:11 || Estimated Time: 2 days, 9:31:27
2023-07-24 23:02:44,177 semantic_segmentation INFO: Iters: 26380/150000 || Lr: 0.016805 || Task Loss: 0.6891 || KD Loss: 0.2581|| 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: 12:16:28 || Estimated Time: 2 days, 9:31:11
2023-07-24 23:03:00,835 semantic_segmentation INFO: Iters: 26390/150000 || Lr: 0.016803 || Task Loss: 0.5143 || KD Loss: 0.1266|| 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: 12:16:45 || Estimated Time: 2 days, 9:30:53
2023-07-24 23:03:17,763 semantic_segmentation INFO: Iters: 26400/150000 || Lr: 0.016802 || Task Loss: 0.5007 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:02 || Estimated Time: 2 days, 9:30:37
2023-07-24 23:03:17,875 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 23:03:18,324 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-24 23:03:18,336 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.132
2023-07-24 23:03:18,348 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.139
2023-07-24 23:03:18,362 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.139
2023-07-24 23:03:18,375 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.205
2023-07-24 23:03:18,387 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.248
2023-07-24 23:03:18,400 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.289
2023-07-24 23:03:18,414 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.296
2023-07-24 23:03:18,426 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.331
2023-07-24 23:03:18,440 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.349
2023-07-24 23:03:18,453 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.380
2023-07-24 23:03:18,467 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.425
2023-07-24 23:03:18,480 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.384
2023-07-24 23:03:18,494 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.909, mIoU: 0.381
2023-07-24 23:03:18,507 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.911, mIoU: 0.375
2023-07-24 23:03:18,520 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.372
2023-07-24 23:03:18,530 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.364
2023-07-24 23:03:18,542 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.901, mIoU: 0.362
2023-07-24 23:03:18,556 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.904, mIoU: 0.372
2023-07-24 23:03:18,571 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.904, mIoU: 0.412
2023-07-24 23:03:18,585 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.906, mIoU: 0.415
2023-07-24 23:03:18,600 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.909, mIoU: 0.425
2023-07-24 23:03:18,614 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.906, mIoU: 0.474
2023-07-24 23:03:18,629 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.477
2023-07-24 23:03:18,645 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.907, mIoU: 0.471
2023-07-24 23:03:18,659 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.466
2023-07-24 23:03:18,673 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.907, mIoU: 0.464
2023-07-24 23:03:18,683 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.909, mIoU: 0.464
2023-07-24 23:03:18,698 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.452
2023-07-24 23:03:18,712 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.907, mIoU: 0.452
2023-07-24 23:03:18,725 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.453
2023-07-24 23:03:18,740 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.453
2023-07-24 23:03:18,754 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.456
2023-07-24 23:03:18,768 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.449
2023-07-24 23:03:18,782 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.471
2023-07-24 23:03:18,796 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.898, mIoU: 0.472
2023-07-24 23:03:18,808 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.471
2023-07-24 23:03:18,821 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.514
2023-07-24 23:03:18,837 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.903, mIoU: 0.516
2023-07-24 23:03:18,849 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.902, mIoU: 0.514
2023-07-24 23:03:18,861 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.904, mIoU: 0.539
2023-07-24 23:03:18,876 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.539
2023-07-24 23:03:18,890 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.536
2023-07-24 23:03:18,903 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.906, mIoU: 0.536
2023-07-24 23:03:18,917 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.536
2023-07-24 23:03:18,932 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.541
2023-07-24 23:03:18,944 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.545
2023-07-24 23:03:18,957 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.545
2023-07-24 23:03:18,970 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.908, mIoU: 0.544
2023-07-24 23:03:18,986 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.909, mIoU: 0.546
2023-07-24 23:03:19,001 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.546
2023-07-24 23:03:19,016 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.911, mIoU: 0.546
2023-07-24 23:03:19,028 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.912, mIoU: 0.543
2023-07-24 23:03:19,044 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.542
2023-07-24 23:03:19,059 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.542
2023-07-24 23:03:19,072 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.539
2023-07-24 23:03:19,088 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.534
2023-07-24 23:03:19,106 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.532
2023-07-24 23:03:19,120 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.532
2023-07-24 23:03:19,136 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.911, mIoU: 0.570
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2023-07-24 23:03:24,886 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 23:03:24,901 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 23:03:24,916 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.898, mIoU: 0.571
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2023-07-24 23:03:24,947 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.899, mIoU: 0.571
2023-07-24 23:03:24,960 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.899, mIoU: 0.571
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2023-07-24 23:03:24,987 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.899, mIoU: 0.572
2023-07-24 23:03:25,002 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.899, mIoU: 0.573
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2023-07-24 23:03:25,047 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.900, mIoU: 0.573
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2023-07-24 23:03:25,075 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.900, mIoU: 0.573
2023-07-24 23:03:25,090 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,104 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,117 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,133 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,144 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,159 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 23:03:25,173 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.900, mIoU: 0.576
2023-07-24 23:03:25,187 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 23:03:25,202 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-24 23:03:25,217 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 23:03:25,227 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 23:03:25,241 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.901, mIoU: 0.580
2023-07-24 23:03:25,256 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 23:03:25,272 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.901, mIoU: 0.581
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2023-07-24 23:03:25,298 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-24 23:03:25,312 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.902, mIoU: 0.582
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2023-07-24 23:03:25,343 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-24 23:03:25,358 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.902, mIoU: 0.583
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2023-07-24 23:03:25,398 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.902, mIoU: 0.584
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2023-07-24 23:03:25,440 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-24 23:03:25,452 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-24 23:03:25,468 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-24 23:03:25,481 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.903, mIoU: 0.586
2023-07-24 23:03:25,496 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,511 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,526 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,541 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,554 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,567 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.902, mIoU: 0.584
2023-07-24 23:03:25,581 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.902, mIoU: 0.583
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2023-07-24 23:03:25,609 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.902, mIoU: 0.582
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2023-07-24 23:03:25,654 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.901, mIoU: 0.582
2023-07-24 23:03:25,669 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 23:03:25,681 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 23:03:25,696 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 23:03:25,710 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 23:03:25,726 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.900, mIoU: 0.578
2023-07-24 23:03:25,742 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 23:03:25,757 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 23:03:25,769 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 23:03:25,784 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 23:03:25,798 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.899, mIoU: 0.574
2023-07-24 23:03:25,812 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.899, mIoU: 0.577
2023-07-24 23:03:25,827 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-24 23:03:25,839 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-24 23:03:25,853 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-24 23:03:25,866 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-24 23:03:25,877 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 23:03:25,889 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-24 23:03:25,904 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-24 23:03:25,919 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 23:03:25,933 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-24 23:03:25,948 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-24 23:03:25,956 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.900, mIoU: 0.581
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2023-07-24 23:03:25,986 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 23:03:26,001 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-24 23:03:26,126 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-24 23:03:26,141 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-24 23:03:26,231 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-24 23:03:26,244 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-24 23:03:26,261 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 23:03:26,276 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 23:03:26,290 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.900, mIoU: 0.585
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2023-07-24 23:03:26,321 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-24 23:03:26,338 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 23:03:26,353 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 23:03:26,366 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-24 23:03:26,382 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-24 23:03:26,397 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.901, mIoU: 0.586
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2023-07-24 23:03:26,439 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-24 23:03:26,651 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-24 23:03:27,660 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 23:03:27,675 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 23:03:27,689 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,702 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,715 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,728 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 23:03:27,744 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,759 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,773 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-24 23:03:27,787 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.902, mIoU: 0.590
2023-07-24 23:03:27,802 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-24 23:03:27,817 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-24 23:03:27,830 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.903, mIoU: 0.589
2023-07-24 23:03:27,843 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 23:03:27,850 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 23:03:27,865 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.903, mIoU: 0.590
2023-07-24 23:03:27,880 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,895 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,910 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,925 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,940 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,956 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,970 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,983 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:27,998 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.903, mIoU: 0.591
2023-07-24 23:03:28,012 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.904, mIoU: 0.591
2023-07-24 23:03:28,027 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,042 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,055 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,068 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,081 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,096 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,109 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,122 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,136 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,150 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-24 23:03:28,166 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-24 23:03:28,178 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.904, mIoU: 0.596
2023-07-24 23:03:28,192 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 23:03:28,205 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 23:03:28,216 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.903, mIoU: 0.592
2023-07-24 23:03:28,231 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 23:03:28,246 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 23:03:28,261 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-24 23:03:28,276 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,290 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,305 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,318 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,334 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,349 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,365 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,380 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,395 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,410 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,422 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,435 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,448 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,462 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,478 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,491 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,504 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,518 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,532 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,547 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,562 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,576 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,589 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,603 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,616 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,629 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,644 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,658 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,674 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.904, mIoU: 0.594
2023-07-24 23:03:28,687 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,702 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.904, mIoU: 0.595
2023-07-24 23:03:28,718 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:28,731 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:28,744 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:28,759 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,776 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,792 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-24 23:03:28,807 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,819 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,833 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.904, mIoU: 0.593
2023-07-24 23:03:28,847 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-24 23:03:28,860 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-24 23:03:28,875 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-24 23:03:28,892 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,905 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,920 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,933 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,948 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,963 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,976 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:28,989 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,004 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,018 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,032 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,046 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,061 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,075 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,088 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,102 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,118 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,134 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,147 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,161 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,174 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,189 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,202 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,214 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,229 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,243 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,256 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,271 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,286 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-24 23:03:29,301 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,317 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,331 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,344 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,359 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,372 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,385 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,399 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-24 23:03:29,415 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,428 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,441 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,456 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,472 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,487 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,503 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,516 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,529 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,543 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-24 23:03:29,557 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,572 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,587 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,599 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,611 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,622 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,637 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,652 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,666 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,680 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,690 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,703 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,718 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,732 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,745 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:29,760 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,772 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:29,789 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,803 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,818 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:29,831 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:29,846 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:29,861 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:29,874 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:29,889 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,904 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,919 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,933 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,948 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,963 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,978 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:29,992 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:30,007 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:30,022 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:30,035 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:30,048 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:30,061 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:30,077 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-24 23:03:30,091 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-24 23:03:30,107 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,122 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,134 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,148 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,164 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,179 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,192 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,207 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,221 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,234 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,248 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,263 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,277 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,290 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,302 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,318 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,334 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-24 23:03:30,350 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,363 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,379 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,394 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,410 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,425 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,438 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,453 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,466 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,481 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 23:03:30,501 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-24 23:03:30,514 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,529 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,541 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,556 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,570 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,584 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-24 23:03:30,598 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,612 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,626 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,640 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,655 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,668 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,683 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,697 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,708 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,721 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,733 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,749 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,764 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,781 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,795 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,812 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,828 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,843 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,860 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,876 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,889 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,905 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,921 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,936 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.905, mIoU: 0.598
2023-07-24 23:03:30,949 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-24 23:03:30,964 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:30,978 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:30,993 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,005 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,020 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,034 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,046 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,060 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:31,074 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:31,086 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:31,100 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-24 23:03:31,112 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,126 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,140 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,155 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,170 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,185 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,200 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,213 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-24 23:03:31,226 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,241 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,254 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,267 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,282 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,297 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,312 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,327 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,341 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,354 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,370 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,385 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,398 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,412 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,425 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,441 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,454 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,470 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,485 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,499 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,509 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,525 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,540 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,554 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,568 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,584 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,599 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,612 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,627 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,643 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,658 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,673 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-24 23:03:31,688 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,704 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,719 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,732 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,747 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-24 23:03:31,762 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,776 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,788 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,804 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,820 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,836 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,843 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,857 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:31,869 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,882 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,893 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:31,907 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:31,922 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:31,936 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:31,948 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:31,961 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:31,976 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:31,986 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,002 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,015 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,029 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,044 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,059 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,074 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,085 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,098 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,113 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,128 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:32,143 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:32,157 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,170 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,181 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,192 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,204 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,216 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,230 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,243 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,258 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-24 23:03:32,273 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,288 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,301 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,316 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,331 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,345 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,360 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,374 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,389 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,404 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,419 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,432 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,445 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,460 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,473 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,490 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 23:03:32,503 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 23:03:32,518 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 23:03:32,533 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,550 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,566 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-24 23:03:32,579 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,594 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,609 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,623 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,638 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,651 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,664 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,679 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-24 23:03:32,693 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 23:03:32,708 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,722 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,737 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,752 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,767 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,781 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,794 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,809 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-24 23:03:32,820 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,834 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,849 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-24 23:03:32,862 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-24 23:03:32,876 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,891 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,906 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,921 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,937 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,952 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:32,966 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,979 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:32,994 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,006 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,021 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,036 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,048 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,063 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,075 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,090 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,104 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,119 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,134 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,148 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,161 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,173 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,188 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-24 23:03:33,202 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,215 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,231 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,246 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,261 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,274 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-24 23:03:33,287 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,303 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,318 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,335 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,349 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,362 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,377 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,392 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,408 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,423 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,438 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-24 23:03:33,453 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,467 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,482 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,497 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,512 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,526 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 23:03:33,541 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 23:03:33,554 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 23:03:33,569 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-24 23:03:33,583 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,598 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,611 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-24 23:03:33,625 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,640 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,656 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,670 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,684 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,699 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 23:03:33,714 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-24 23:03:33,759 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 23:03:33,772 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-24 23:03:33,803 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,816 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 23:03:33,831 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,845 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:33,854 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,869 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,884 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,896 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:33,911 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 23:03:33,926 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 23:03:33,939 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 23:03:33,952 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-24 23:03:33,981 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 23:03:33,995 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-24 23:03:34,012 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-24 23:03:34,071 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.906, mIoU: 0.603
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2023-07-24 23:03:34,141 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:34,156 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:34,171 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-24 23:03:34,186 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-24 23:03:34,228 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-24 23:03:34,242 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-24 23:03:34,254 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-24 23:03:34,424 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-24 23:03:34,613 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.906, mIoU: 0.603
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2023-07-24 23:03:34,695 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.906, mIoU: 0.603
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2023-07-24 23:03:34,969 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-24 23:03:35,001 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-24 23:03:35,388 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-24 23:03:35,963 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:35,976 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:35,989 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,003 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,018 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,033 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,047 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,062 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,078 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,091 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,106 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,121 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,134 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,149 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,163 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,178 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,193 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,208 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:36,222 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,237 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,251 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,266 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,280 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,296 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,310 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,325 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,341 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,354 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,366 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,381 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,396 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,409 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,423 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,439 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:36,453 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:36,468 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:36,483 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,498 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,513 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,526 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,539 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,552 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,565 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,579 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,594 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,609 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,622 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,635 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,650 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,662 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:36,676 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,691 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,706 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 23:03:36,721 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,735 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,748 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,763 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,777 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,790 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,805 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,820 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,836 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,849 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,864 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.903, mIoU: 0.599
2023-07-24 23:03:36,880 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,895 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,910 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,922 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,937 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,953 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,968 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:36,983 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-24 23:03:36,996 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:37,011 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,026 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,041 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,057 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,072 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-24 23:03:37,102 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:37,112 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:37,126 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-24 23:03:37,139 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.903, mIoU: 0.600
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2023-07-24 23:03:37,196 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,262 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,291 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,351 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,366 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,381 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,394 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,409 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,421 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,467 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:37,483 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,535 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,549 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,574 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,603 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,629 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:37,643 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,688 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-24 23:03:37,703 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,738 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.904, mIoU: 0.601
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2023-07-24 23:03:37,793 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,823 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:37,972 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:37,986 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-24 23:03:38,001 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:38,042 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.600
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2023-07-24 23:03:38,101 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:38,116 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:38,131 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:38,146 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.903, mIoU: 0.598
2023-07-24 23:03:38,159 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,248 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 23:03:38,260 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,422 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,496 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,520 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 23:03:38,533 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,577 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,613 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.903, mIoU: 0.597
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2023-07-24 23:03:38,672 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.598
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2023-07-24 23:03:38,729 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,744 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,759 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,776 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-24 23:03:38,790 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 23:03:38,806 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,822 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,838 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-24 23:03:38,851 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-24 23:03:38,867 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.904, mIoU: 0.597
2023-07-24 23:03:38,882 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,898 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.904, mIoU: 0.598
2023-07-24 23:03:38,915 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 23:03:38,928 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 23:03:38,941 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 23:03:38,956 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-24 23:03:38,972 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.903, mIoU: 0.597
2023-07-24 23:03:55,645 semantic_segmentation INFO: Iters: 26410/150000 || Lr: 0.016801 || Task Loss: 0.6882 || KD Loss: 0.1820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:40 || Estimated Time: 2 days, 9:32:00
2023-07-24 23:04:12,386 semantic_segmentation INFO: Iters: 26420/150000 || Lr: 0.016800 || Task Loss: 0.5465 || KD Loss: 0.2218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2717|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:56 || Estimated Time: 2 days, 9:31:43
2023-07-24 23:04:29,651 semantic_segmentation INFO: Iters: 26430/150000 || Lr: 0.016799 || Task Loss: 0.5416 || KD Loss: 0.1379|| 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: 12:18:14 || Estimated Time: 2 days, 9:31:28
2023-07-24 23:04:46,466 semantic_segmentation INFO: Iters: 26440/150000 || Lr: 0.016797 || Task Loss: 0.4615 || KD Loss: 0.1383|| 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: 12:18:30 || Estimated Time: 2 days, 9:31:12
2023-07-24 23:05:03,307 semantic_segmentation INFO: Iters: 26450/150000 || Lr: 0.016796 || Task Loss: 0.6823 || KD Loss: 0.2513|| 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: 12:18:47 || Estimated Time: 2 days, 9:30:55
2023-07-24 23:05:20,231 semantic_segmentation INFO: Iters: 26460/150000 || Lr: 0.016795 || Task Loss: 0.9533 || KD Loss: 0.3192|| 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: 12:19:04 || Estimated Time: 2 days, 9:30:40
2023-07-24 23:05:37,026 semantic_segmentation INFO: Iters: 26470/150000 || Lr: 0.016794 || Task Loss: 0.8919 || KD Loss: 0.2883|| 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: 12:19:21 || Estimated Time: 2 days, 9:30:23
2023-07-24 23:05:53,899 semantic_segmentation INFO: Iters: 26480/150000 || Lr: 0.016792 || Task Loss: 0.4452 || KD Loss: 0.1021|| 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: 12:19:38 || Estimated Time: 2 days, 9:30:07
2023-07-24 23:06:10,732 semantic_segmentation INFO: Iters: 26490/150000 || Lr: 0.016791 || Task Loss: 0.5350 || KD Loss: 0.1658|| 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: 12:19:55 || Estimated Time: 2 days, 9:29:50
2023-07-24 23:06:27,609 semantic_segmentation INFO: Iters: 26500/150000 || Lr: 0.016790 || Task Loss: 0.6351 || KD Loss: 0.1540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:12 || Estimated Time: 2 days, 9:29:34
2023-07-24 23:06:44,335 semantic_segmentation INFO: Iters: 26510/150000 || Lr: 0.016789 || Task Loss: 0.5480 || KD Loss: 0.1458|| 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: 12:20:28 || Estimated Time: 2 days, 9:29:17
2023-07-24 23:07:01,260 semantic_segmentation INFO: Iters: 26520/150000 || Lr: 0.016788 || Task Loss: 0.7579 || KD Loss: 0.2174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:45 || Estimated Time: 2 days, 9:29:01
2023-07-24 23:07:18,030 semantic_segmentation INFO: Iters: 26530/150000 || Lr: 0.016786 || Task Loss: 0.5851 || KD Loss: 0.1668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:02 || Estimated Time: 2 days, 9:28:45
2023-07-24 23:07:35,204 semantic_segmentation INFO: Iters: 26540/150000 || Lr: 0.016785 || Task Loss: 0.6417 || KD Loss: 0.1905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:19 || Estimated Time: 2 days, 9:28:30
2023-07-24 23:07:52,207 semantic_segmentation INFO: Iters: 26550/150000 || Lr: 0.016784 || Task Loss: 0.7526 || KD Loss: 0.2707|| 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: 12:21:36 || Estimated Time: 2 days, 9:28:14
2023-07-24 23:08:09,394 semantic_segmentation INFO: Iters: 26560/150000 || Lr: 0.016783 || Task Loss: 0.6687 || KD Loss: 0.1754|| 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: 12:21:53 || Estimated Time: 2 days, 9:27:59
2023-07-24 23:08:26,937 semantic_segmentation INFO: Iters: 26570/150000 || Lr: 0.016781 || Task Loss: 0.8235 || KD Loss: 0.2688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:11 || Estimated Time: 2 days, 9:27:46
2023-07-24 23:08:43,598 semantic_segmentation INFO: Iters: 26580/150000 || Lr: 0.016780 || Task Loss: 0.6170 || KD Loss: 0.2057|| 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: 12:22:28 || Estimated Time: 2 days, 9:27:29
2023-07-24 23:09:00,417 semantic_segmentation INFO: Iters: 26590/150000 || Lr: 0.016779 || Task Loss: 0.4821 || KD Loss: 0.1058|| 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: 12:22:44 || Estimated Time: 2 days, 9:27:13
2023-07-24 23:09:17,215 semantic_segmentation INFO: Iters: 26600/150000 || Lr: 0.016778 || Task Loss: 0.7487 || KD Loss: 0.2285|| 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: 12:23:01 || Estimated Time: 2 days, 9:26:56
2023-07-24 23:09:34,400 semantic_segmentation INFO: Iters: 26610/150000 || Lr: 0.016777 || Task Loss: 0.6408 || KD Loss: 0.1950|| 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: 12:23:18 || Estimated Time: 2 days, 9:26:41
2023-07-24 23:09:51,263 semantic_segmentation INFO: Iters: 26620/150000 || Lr: 0.016775 || Task Loss: 0.5905 || KD Loss: 0.1444|| 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: 12:23:35 || Estimated Time: 2 days, 9:26:25
2023-07-24 23:10:08,209 semantic_segmentation INFO: Iters: 26630/150000 || Lr: 0.016774 || Task Loss: 0.4223 || KD Loss: 0.1088|| 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: 12:23:52 || Estimated Time: 2 days, 9:26:09
2023-07-24 23:10:25,054 semantic_segmentation INFO: Iters: 26640/150000 || Lr: 0.016773 || Task Loss: 0.6497 || KD Loss: 0.1418|| 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: 12:24:09 || Estimated Time: 2 days, 9:25:53
2023-07-24 23:10:41,920 semantic_segmentation INFO: Iters: 26650/150000 || Lr: 0.016772 || Task Loss: 0.5037 || KD Loss: 0.1519|| 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: 12:24:26 || Estimated Time: 2 days, 9:25:36
2023-07-24 23:10:58,770 semantic_segmentation INFO: Iters: 26660/150000 || Lr: 0.016770 || Task Loss: 0.6110 || KD Loss: 0.1657|| 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: 12:24:43 || Estimated Time: 2 days, 9:25:20
2023-07-24 23:11:15,446 semantic_segmentation INFO: Iters: 26670/150000 || Lr: 0.016769 || Task Loss: 0.9112 || KD Loss: 0.3217|| 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: 12:24:59 || Estimated Time: 2 days, 9:25:03
2023-07-24 23:11:32,367 semantic_segmentation INFO: Iters: 26680/150000 || Lr: 0.016768 || Task Loss: 0.5080 || KD Loss: 0.1056|| 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: 12:25:16 || Estimated Time: 2 days, 9:24:47
2023-07-24 23:11:49,222 semantic_segmentation INFO: Iters: 26690/150000 || Lr: 0.016767 || Task Loss: 0.4701 || KD Loss: 0.0937|| 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: 12:25:33 || Estimated Time: 2 days, 9:24:30
2023-07-24 23:12:05,981 semantic_segmentation INFO: Iters: 26700/150000 || Lr: 0.016766 || Task Loss: 0.5105 || KD Loss: 0.1374|| 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: 12:25:50 || Estimated Time: 2 days, 9:24:14
2023-07-24 23:12:22,863 semantic_segmentation INFO: Iters: 26710/150000 || Lr: 0.016764 || Task Loss: 0.5703 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:07 || Estimated Time: 2 days, 9:23:57
2023-07-24 23:12:40,017 semantic_segmentation INFO: Iters: 26720/150000 || Lr: 0.016763 || Task Loss: 0.4402 || KD Loss: 0.0675|| 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: 12:26:24 || Estimated Time: 2 days, 9:23:43
2023-07-24 23:12:57,023 semantic_segmentation INFO: Iters: 26730/150000 || Lr: 0.016762 || Task Loss: 0.5237 || KD Loss: 0.1261|| 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: 12:26:41 || Estimated Time: 2 days, 9:23:27
2023-07-24 23:13:13,743 semantic_segmentation INFO: Iters: 26740/150000 || Lr: 0.016761 || Task Loss: 0.5019 || KD Loss: 0.1329|| 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: 12:26:58 || Estimated Time: 2 days, 9:23:10
2023-07-24 23:13:30,516 semantic_segmentation INFO: Iters: 26750/150000 || Lr: 0.016759 || Task Loss: 0.6568 || KD Loss: 0.2130|| 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: 12:27:14 || Estimated Time: 2 days, 9:22:53
2023-07-24 23:13:47,920 semantic_segmentation INFO: Iters: 26760/150000 || Lr: 0.016758 || Task Loss: 0.6797 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:32 || Estimated Time: 2 days, 9:22:39
2023-07-24 23:14:05,048 semantic_segmentation INFO: Iters: 26770/150000 || Lr: 0.016757 || Task Loss: 0.6579 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:27:49 || Estimated Time: 2 days, 9:22:24
2023-07-24 23:14:21,744 semantic_segmentation INFO: Iters: 26780/150000 || Lr: 0.016756 || Task Loss: 0.4774 || KD Loss: 0.1588|| 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: 12:28:06 || Estimated Time: 2 days, 9:22:07
2023-07-24 23:14:38,632 semantic_segmentation INFO: Iters: 26790/150000 || Lr: 0.016755 || Task Loss: 0.5251 || KD Loss: 0.1601|| 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: 12:28:23 || Estimated Time: 2 days, 9:21:51
2023-07-24 23:14:55,500 semantic_segmentation INFO: Iters: 26800/150000 || Lr: 0.016753 || Task Loss: 0.5027 || KD Loss: 0.1567|| 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: 12:28:39 || Estimated Time: 2 days, 9:21:35
2023-07-24 23:15:12,294 semantic_segmentation INFO: Iters: 26810/150000 || Lr: 0.016752 || Task Loss: 0.4793 || KD Loss: 0.1559|| 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: 12:28:56 || Estimated Time: 2 days, 9:21:18
2023-07-24 23:15:29,103 semantic_segmentation INFO: Iters: 26820/150000 || Lr: 0.016751 || Task Loss: 0.7923 || KD Loss: 0.2273|| 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: 12:29:13 || Estimated Time: 2 days, 9:21:02
2023-07-24 23:15:45,921 semantic_segmentation INFO: Iters: 26830/150000 || Lr: 0.016750 || Task Loss: 0.7675 || KD Loss: 0.1930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:30 || Estimated Time: 2 days, 9:20:45
2023-07-24 23:16:02,769 semantic_segmentation INFO: Iters: 26840/150000 || Lr: 0.016748 || Task Loss: 0.4618 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:47 || Estimated Time: 2 days, 9:20:29
2023-07-24 23:16:19,591 semantic_segmentation INFO: Iters: 26850/150000 || Lr: 0.016747 || Task Loss: 0.4923 || KD Loss: 0.1389|| 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: 12:30:04 || Estimated Time: 2 days, 9:20:12
2023-07-24 23:16:37,460 semantic_segmentation INFO: Iters: 26860/150000 || Lr: 0.016746 || Task Loss: 0.9174 || KD Loss: 0.4713|| 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: 12:30:21 || Estimated Time: 2 days, 9:20:00
2023-07-24 23:16:57,369 semantic_segmentation INFO: Iters: 26870/150000 || Lr: 0.016745 || Task Loss: 0.9081 || KD Loss: 0.2981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2758|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:30:41 || Estimated Time: 2 days, 9:19:58
2023-07-24 23:17:14,176 semantic_segmentation INFO: Iters: 26880/150000 || Lr: 0.016744 || Task Loss: 0.4301 || KD Loss: 0.0987|| 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: 12:30:58 || Estimated Time: 2 days, 9:19:42
2023-07-24 23:17:30,975 semantic_segmentation INFO: Iters: 26890/150000 || Lr: 0.016742 || Task Loss: 0.8757 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:15 || Estimated Time: 2 days, 9:19:25
2023-07-24 23:17:47,766 semantic_segmentation INFO: Iters: 26900/150000 || Lr: 0.016741 || Task Loss: 0.5984 || KD Loss: 0.1737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:32 || Estimated Time: 2 days, 9:19:09
2023-07-24 23:18:04,538 semantic_segmentation INFO: Iters: 26910/150000 || Lr: 0.016740 || Task Loss: 0.7691 || KD Loss: 0.1930|| 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: 12:31:49 || Estimated Time: 2 days, 9:18:52
2023-07-24 23:18:21,341 semantic_segmentation INFO: Iters: 26920/150000 || Lr: 0.016739 || Task Loss: 0.7692 || KD Loss: 0.2862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:05 || Estimated Time: 2 days, 9:18:35
2023-07-24 23:18:38,270 semantic_segmentation INFO: Iters: 26930/150000 || Lr: 0.016737 || Task Loss: 0.6473 || KD Loss: 0.1731|| 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: 12:32:22 || Estimated Time: 2 days, 9:18:19
2023-07-24 23:18:55,113 semantic_segmentation INFO: Iters: 26940/150000 || Lr: 0.016736 || Task Loss: 0.5769 || KD Loss: 0.1685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 9:18:03
2023-07-24 23:19:12,023 semantic_segmentation INFO: Iters: 26950/150000 || Lr: 0.016735 || Task Loss: 0.5056 || KD Loss: 0.1816|| 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: 12:32:56 || Estimated Time: 2 days, 9:17:47
2023-07-24 23:19:28,712 semantic_segmentation INFO: Iters: 26960/150000 || Lr: 0.016734 || Task Loss: 0.8789 || KD Loss: 0.3566|| 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: 12:33:13 || Estimated Time: 2 days, 9:17:30
2023-07-24 23:19:45,594 semantic_segmentation INFO: Iters: 26970/150000 || Lr: 0.016733 || Task Loss: 0.6170 || KD Loss: 0.2341|| 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: 12:33:30 || Estimated Time: 2 days, 9:17:13
2023-07-24 23:20:02,506 semantic_segmentation INFO: Iters: 26980/150000 || Lr: 0.016731 || Task Loss: 0.5361 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:46 || Estimated Time: 2 days, 9:16:57
2023-07-24 23:20:19,641 semantic_segmentation INFO: Iters: 26990/150000 || Lr: 0.016730 || Task Loss: 0.5681 || KD Loss: 0.2340|| 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: 12:34:04 || Estimated Time: 2 days, 9:16:42
2023-07-24 23:20:36,535 semantic_segmentation INFO: Iters: 27000/150000 || Lr: 0.016729 || Task Loss: 0.5786 || KD Loss: 0.2084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:21 || Estimated Time: 2 days, 9:16:26
2023-07-24 23:20:53,323 semantic_segmentation INFO: Iters: 27010/150000 || Lr: 0.016728 || Task Loss: 0.8651 || KD Loss: 0.4090|| 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: 12:34:37 || Estimated Time: 2 days, 9:16:10
2023-07-24 23:21:10,139 semantic_segmentation INFO: Iters: 27020/150000 || Lr: 0.016726 || Task Loss: 0.4817 || KD Loss: 0.1458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:54 || Estimated Time: 2 days, 9:15:53
2023-07-24 23:21:26,961 semantic_segmentation INFO: Iters: 27030/150000 || Lr: 0.016725 || Task Loss: 0.3811 || KD Loss: 0.1014|| 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: 12:35:11 || Estimated Time: 2 days, 9:15:36
2023-07-24 23:21:43,788 semantic_segmentation INFO: Iters: 27040/150000 || Lr: 0.016724 || Task Loss: 0.4910 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:28 || Estimated Time: 2 days, 9:15:20
2023-07-24 23:22:00,615 semantic_segmentation INFO: Iters: 27050/150000 || Lr: 0.016723 || Task Loss: 0.5118 || KD Loss: 0.1304|| 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: 12:35:45 || Estimated Time: 2 days, 9:15:04
2023-07-24 23:22:17,674 semantic_segmentation INFO: Iters: 27060/150000 || Lr: 0.016721 || Task Loss: 0.6476 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:02 || Estimated Time: 2 days, 9:14:48
2023-07-24 23:22:35,109 semantic_segmentation INFO: Iters: 27070/150000 || Lr: 0.016720 || Task Loss: 0.5967 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:19 || Estimated Time: 2 days, 9:14:34
2023-07-24 23:22:51,857 semantic_segmentation INFO: Iters: 27080/150000 || Lr: 0.016719 || Task Loss: 0.7056 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:36 || Estimated Time: 2 days, 9:14:18
2023-07-24 23:23:09,250 semantic_segmentation INFO: Iters: 27090/150000 || Lr: 0.016718 || Task Loss: 0.5663 || KD Loss: 0.1864|| 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: 12:36:53 || Estimated Time: 2 days, 9:14:04
2023-07-24 23:23:25,998 semantic_segmentation INFO: Iters: 27100/150000 || Lr: 0.016717 || Task Loss: 0.6068 || KD Loss: 0.1598|| 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: 12:37:10 || Estimated Time: 2 days, 9:13:47
2023-07-24 23:23:42,821 semantic_segmentation INFO: Iters: 27110/150000 || Lr: 0.016715 || Task Loss: 0.4814 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:27 || Estimated Time: 2 days, 9:13:30
2023-07-24 23:23:59,677 semantic_segmentation INFO: Iters: 27120/150000 || Lr: 0.016714 || Task Loss: 0.3912 || KD Loss: 0.0987|| 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: 12:37:44 || Estimated Time: 2 days, 9:13:14
2023-07-24 23:24:16,548 semantic_segmentation INFO: Iters: 27130/150000 || Lr: 0.016713 || Task Loss: 0.4990 || KD Loss: 0.1420|| 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: 12:38:01 || Estimated Time: 2 days, 9:12:58
2023-07-24 23:24:33,408 semantic_segmentation INFO: Iters: 27140/150000 || Lr: 0.016712 || Task Loss: 0.6034 || KD Loss: 0.1409|| 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: 12:38:17 || Estimated Time: 2 days, 9:12:41
2023-07-24 23:24:50,670 semantic_segmentation INFO: Iters: 27150/150000 || Lr: 0.016710 || Task Loss: 0.4990 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:35 || Estimated Time: 2 days, 9:12:27
2023-07-24 23:25:07,448 semantic_segmentation INFO: Iters: 27160/150000 || Lr: 0.016709 || Task Loss: 0.5106 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:51 || Estimated Time: 2 days, 9:12:10
2023-07-24 23:25:24,227 semantic_segmentation INFO: Iters: 27170/150000 || Lr: 0.016708 || Task Loss: 0.6692 || KD Loss: 0.1751|| 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: 12:39:08 || Estimated Time: 2 days, 9:11:53
2023-07-24 23:25:41,105 semantic_segmentation INFO: Iters: 27180/150000 || Lr: 0.016707 || Task Loss: 0.5052 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:25 || Estimated Time: 2 days, 9:11:37
2023-07-24 23:25:57,962 semantic_segmentation INFO: Iters: 27190/150000 || Lr: 0.016706 || Task Loss: 0.5307 || KD Loss: 0.1356|| 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: 12:39:42 || Estimated Time: 2 days, 9:11:21
2023-07-24 23:26:14,711 semantic_segmentation INFO: Iters: 27200/150000 || Lr: 0.016704 || Task Loss: 0.4662 || KD Loss: 0.1375|| 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: 12:39:59 || Estimated Time: 2 days, 9:11:04
2023-07-24 23:26:15,205 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 23:26:15,671 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.083
2023-07-24 23:26:15,687 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.126
2023-07-24 23:26:15,699 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.147
2023-07-24 23:26:15,713 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.144
2023-07-24 23:26:15,726 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.930, mIoU: 0.209
2023-07-24 23:26:15,739 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.251
2023-07-24 23:26:15,754 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.934, mIoU: 0.293
2023-07-24 23:26:15,772 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.936, mIoU: 0.299
2023-07-24 23:26:15,785 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.299
2023-07-24 23:26:15,799 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.914, mIoU: 0.320
2023-07-24 23:26:15,813 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.351
2023-07-24 23:26:15,828 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.376
2023-07-24 23:26:15,840 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.882, mIoU: 0.349
2023-07-24 23:26:15,854 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.880, mIoU: 0.324
2023-07-24 23:26:15,868 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.885, mIoU: 0.322
2023-07-24 23:26:15,881 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.889, mIoU: 0.319
2023-07-24 23:26:15,892 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.883, mIoU: 0.313
2023-07-24 23:26:15,905 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.888, mIoU: 0.314
2023-07-24 23:26:15,919 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.892, mIoU: 0.314
2023-07-24 23:26:15,936 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.360
2023-07-24 23:26:15,951 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.900, mIoU: 0.363
2023-07-24 23:26:15,967 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.901, mIoU: 0.360
2023-07-24 23:26:15,982 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.900, mIoU: 0.389
2023-07-24 23:26:15,999 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.409
2023-07-24 23:26:16,015 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.893, mIoU: 0.399
2023-07-24 23:26:16,029 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.892, mIoU: 0.396
2023-07-24 23:26:16,044 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.894, mIoU: 0.401
2023-07-24 23:26:16,056 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.897, mIoU: 0.403
2023-07-24 23:26:16,071 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.892, mIoU: 0.396
2023-07-24 23:26:16,086 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.396
2023-07-24 23:26:16,100 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.898, mIoU: 0.398
2023-07-24 23:26:16,116 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.901, mIoU: 0.397
2023-07-24 23:26:16,131 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.400
2023-07-24 23:26:16,147 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.904, mIoU: 0.399
2023-07-24 23:26:16,162 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.906, mIoU: 0.416
2023-07-24 23:26:16,177 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.417
2023-07-24 23:26:16,191 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.420
2023-07-24 23:26:16,203 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.437
2023-07-24 23:26:16,220 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.442
2023-07-24 23:26:16,233 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.441
2023-07-24 23:26:16,246 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.472
2023-07-24 23:26:16,261 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.471
2023-07-24 23:26:16,276 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.469
2023-07-24 23:26:16,289 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.468
2023-07-24 23:26:16,304 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.908, mIoU: 0.473
2023-07-24 23:26:16,319 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.475
2023-07-24 23:26:16,333 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.478
2023-07-24 23:26:16,345 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.478
2023-07-24 23:26:16,359 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.483
2023-07-24 23:26:16,375 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.912, mIoU: 0.480
2023-07-24 23:26:16,391 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.484
2023-07-24 23:26:16,405 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.914, mIoU: 0.484
2023-07-24 23:26:16,418 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.482
2023-07-24 23:26:16,434 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.479
2023-07-24 23:26:16,449 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.475
2023-07-24 23:26:16,461 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.473
2023-07-24 23:26:16,477 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.469
2023-07-24 23:26:16,493 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.468
2023-07-24 23:26:16,506 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.471
2023-07-24 23:26:16,521 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-24 23:26:16,534 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.911, mIoU: 0.519
2023-07-24 23:26:16,549 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.517
2023-07-24 23:26:16,562 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-24 23:26:16,581 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.491
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2023-07-24 23:26:16,671 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.909, mIoU: 0.543
2023-07-24 23:26:16,687 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.556
2023-07-24 23:26:16,700 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.909, mIoU: 0.556
2023-07-24 23:26:16,715 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.909, mIoU: 0.559
2023-07-24 23:26:16,731 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.557
2023-07-24 23:26:16,745 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.910, mIoU: 0.576
2023-07-24 23:26:16,760 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.906, mIoU: 0.566
2023-07-24 23:26:16,775 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.902, mIoU: 0.559
2023-07-24 23:26:16,784 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.901, mIoU: 0.558
2023-07-24 23:26:16,801 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.566
2023-07-24 23:26:16,817 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.903, mIoU: 0.567
2023-07-24 23:26:16,830 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.893, mIoU: 0.538
2023-07-24 23:26:16,844 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.894, mIoU: 0.540
2023-07-24 23:26:16,859 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.892, mIoU: 0.535
2023-07-24 23:26:16,873 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.889, mIoU: 0.519
2023-07-24 23:26:16,889 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.890, mIoU: 0.520
2023-07-24 23:26:16,903 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.891, mIoU: 0.523
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2023-07-24 23:26:17,108 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.893, mIoU: 0.531
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2023-07-24 23:26:17,182 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.896, mIoU: 0.533
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2023-07-24 23:26:17,238 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.895, mIoU: 0.527
2023-07-24 23:26:17,251 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.895, mIoU: 0.524
2023-07-24 23:26:17,263 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.896, mIoU: 0.531
2023-07-24 23:26:17,276 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.897, mIoU: 0.533
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2023-07-24 23:26:17,305 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.897, mIoU: 0.532
2023-07-24 23:26:17,319 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.898, mIoU: 0.534
2023-07-24 23:26:17,332 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.899, mIoU: 0.535
2023-07-24 23:26:17,345 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.897, mIoU: 0.527
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2023-07-24 23:26:17,374 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.897, mIoU: 0.524
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2023-07-24 23:26:17,431 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.898, mIoU: 0.521
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2023-07-24 23:26:17,519 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.895, mIoU: 0.515
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2023-07-24 23:26:24,378 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:24,393 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,408 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,425 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,441 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:24,453 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:24,469 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:24,484 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,499 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,512 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:24,527 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:24,540 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:24,555 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:24,570 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:24,585 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:24,600 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:24,615 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:24,630 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:24,643 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-24 23:26:24,657 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.549
2023-07-24 23:26:24,671 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 23:26:24,686 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-24 23:26:24,704 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.896, mIoU: 0.546
2023-07-24 23:26:24,718 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 23:26:24,733 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 23:26:24,743 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,756 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,772 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.896, mIoU: 0.545
2023-07-24 23:26:24,785 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,799 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,813 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.896, mIoU: 0.543
2023-07-24 23:26:24,826 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,841 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,858 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.896, mIoU: 0.544
2023-07-24 23:26:24,873 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.897, mIoU: 0.544
2023-07-24 23:26:24,889 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:24,904 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:24,919 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.897, mIoU: 0.545
2023-07-24 23:26:24,932 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.897, mIoU: 0.545
2023-07-24 23:26:24,946 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:24,961 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.897, mIoU: 0.545
2023-07-24 23:26:24,976 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:24,991 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,006 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:25,021 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:25,034 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,048 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,063 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:25,075 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:25,088 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.897, mIoU: 0.546
2023-07-24 23:26:25,102 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,117 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,132 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,145 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,159 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,175 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:25,190 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:25,203 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:25,216 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,224 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,239 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,254 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,269 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,285 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,299 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,314 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,330 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,345 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,357 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,372 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,386 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,400 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,415 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,427 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:25,440 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:25,453 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:25,467 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:25,480 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,493 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,506 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,520 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:25,535 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:25,546 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:25,560 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,573 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,584 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:25,600 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:25,615 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:25,630 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:25,645 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:25,660 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:25,674 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:25,687 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:25,703 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:25,718 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:25,734 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:25,750 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:25,765 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-24 23:26:25,781 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-24 23:26:25,793 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-24 23:26:25,806 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-24 23:26:25,819 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:25,834 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:25,850 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:25,863 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.899, mIoU: 0.554
2023-07-24 23:26:25,876 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,890 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,905 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,921 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,936 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,951 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:25,964 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:25,979 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:25,992 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,006 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,020 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,034 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,050 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,063 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,078 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,093 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,106 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,119 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:26,134 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,149 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,164 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,179 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,193 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,207 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,221 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,235 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 23:26:26,250 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.900, mIoU: 0.558
2023-07-24 23:26:26,267 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,280 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,295 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,308 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,324 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,339 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,352 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.901, mIoU: 0.556
2023-07-24 23:26:26,365 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.901, mIoU: 0.556
2023-07-24 23:26:26,379 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,394 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,407 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,421 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,436 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,450 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,463 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,478 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,493 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 23:26:26,509 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.900, mIoU: 0.557
2023-07-24 23:26:26,522 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,535 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,548 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.558
2023-07-24 23:26:26,563 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,576 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,590 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,605 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,620 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,634 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,650 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,665 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.557
2023-07-24 23:26:26,681 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,697 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,710 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,723 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,737 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,751 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,764 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,776 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,792 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,804 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,817 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,831 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,846 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,860 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,876 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,888 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,901 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,917 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,933 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.901, mIoU: 0.556
2023-07-24 23:26:26,948 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,963 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.901, mIoU: 0.556
2023-07-24 23:26:26,975 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.900, mIoU: 0.556
2023-07-24 23:26:26,988 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:26,999 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,015 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,030 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,045 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,059 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,070 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,083 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,098 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,113 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,126 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,141 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,154 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,169 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,183 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,198 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.900, mIoU: 0.555
2023-07-24 23:26:27,210 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:27,225 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:27,240 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:27,253 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.553
2023-07-24 23:26:27,268 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.900, mIoU: 0.553
2023-07-24 23:26:27,283 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.900, mIoU: 0.553
2023-07-24 23:26:27,298 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,313 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.900, mIoU: 0.553
2023-07-24 23:26:27,327 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,342 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,357 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.900, mIoU: 0.554
2023-07-24 23:26:27,370 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:27,385 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:27,400 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,412 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,425 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,438 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:27,454 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,468 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:27,485 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:27,499 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,511 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,525 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,541 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,555 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,568 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:27,583 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:27,597 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,611 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,625 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,641 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,656 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,670 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:27,682 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,699 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,714 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:27,729 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:27,742 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:27,757 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,773 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,788 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:27,803 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,816 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,830 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,843 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,857 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:27,871 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.552
2023-07-24 23:26:27,884 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:27,899 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:27,912 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:27,927 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,942 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,957 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:27,972 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:27,987 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:28,001 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:28,017 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:28,033 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:28,048 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:28,064 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,079 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,089 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,103 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,117 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,132 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,147 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,162 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:28,175 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,190 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,205 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,219 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,235 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,250 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,263 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,278 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,292 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,307 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,319 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,334 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,348 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,363 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,376 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,390 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,405 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,418 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,432 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,448 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,461 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,475 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,489 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,503 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:28,518 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,534 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:28,548 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,564 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,579 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,592 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,605 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:28,620 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,632 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,645 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,660 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,674 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,689 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,704 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,717 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,730 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,745 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.898, mIoU: 0.545
2023-07-24 23:26:28,759 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,772 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,786 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,799 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.898, mIoU: 0.545
2023-07-24 23:26:28,814 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,828 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,844 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,859 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,874 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,883 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,899 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,915 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,928 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:28,943 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.899, mIoU: 0.544
2023-07-24 23:26:28,959 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,975 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:28,988 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:29,003 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:29,018 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:29,033 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:29,048 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.899, mIoU: 0.544
2023-07-24 23:26:29,062 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.544
2023-07-24 23:26:29,078 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.544
2023-07-24 23:26:29,093 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-24 23:26:29,106 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-24 23:26:29,120 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-24 23:26:29,135 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-24 23:26:29,148 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.898, mIoU: 0.543
2023-07-24 23:26:29,161 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,175 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,190 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,204 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,211 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,224 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,236 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,249 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.898, mIoU: 0.544
2023-07-24 23:26:29,261 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.898, mIoU: 0.545
2023-07-24 23:26:29,276 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.898, mIoU: 0.545
2023-07-24 23:26:29,290 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.899, mIoU: 0.545
2023-07-24 23:26:29,306 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:29,318 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-24 23:26:29,331 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:29,346 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.898, mIoU: 0.546
2023-07-24 23:26:29,356 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.899, mIoU: 0.546
2023-07-24 23:26:29,372 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.899, mIoU: 0.547
2023-07-24 23:26:29,385 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:29,400 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,415 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,430 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,444 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,456 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,469 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,484 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,498 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:29,513 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.899, mIoU: 0.548
2023-07-24 23:26:29,528 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,540 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,550 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,561 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:29,573 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,584 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,599 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,611 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,626 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,641 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,657 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,672 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,687 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:29,703 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,718 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:29,734 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,749 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,764 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,781 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:29,798 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:29,811 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,824 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:29,839 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,851 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,867 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,879 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,894 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:29,908 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,926 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,941 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,954 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,970 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:29,985 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,000 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,014 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,026 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.901, mIoU: 0.552
2023-07-24 23:26:30,039 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.901, mIoU: 0.552
2023-07-24 23:26:30,054 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.901, mIoU: 0.552
2023-07-24 23:26:30,070 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.901, mIoU: 0.553
2023-07-24 23:26:30,085 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.901, mIoU: 0.553
2023-07-24 23:26:30,100 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.901, mIoU: 0.553
2023-07-24 23:26:30,116 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.901, mIoU: 0.554
2023-07-24 23:26:30,132 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.901, mIoU: 0.554
2023-07-24 23:26:30,147 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,163 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,176 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,192 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,202 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,216 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,231 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.900, mIoU: 0.552
2023-07-24 23:26:30,243 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:30,258 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:30,272 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.900, mIoU: 0.551
2023-07-24 23:26:30,286 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,301 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,316 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:30,330 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,344 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,356 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,371 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,383 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,397 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,411 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,423 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.550
2023-07-24 23:26:30,437 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,450 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,464 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,480 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,495 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,510 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,525 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,539 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,551 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,567 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,580 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,593 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,609 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:30,625 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,640 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:30,653 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-24 23:26:30,666 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,681 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,696 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,711 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,724 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,736 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.899, mIoU: 0.549
2023-07-24 23:26:30,751 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,765 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,780 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.898, mIoU: 0.547
2023-07-24 23:26:30,794 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,808 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,823 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,836 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,851 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,865 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:30,880 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:30,893 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:30,908 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:30,921 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:30,936 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:30,951 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:30,968 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,981 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-24 23:26:30,996 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,010 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,026 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,039 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,053 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,068 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.898, mIoU: 0.549
2023-07-24 23:26:31,082 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:31,097 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:31,112 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:31,128 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,140 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,155 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,171 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,184 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,199 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,212 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,221 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,236 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:31,251 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.898, mIoU: 0.548
2023-07-24 23:26:31,263 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,278 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,293 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,306 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,319 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,334 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,349 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,364 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,381 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,395 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,412 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,426 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,439 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,454 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,470 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,486 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,498 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.897, mIoU: 0.547
2023-07-24 23:26:31,511 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,526 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,542 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,557 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,572 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,584 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,599 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.897, mIoU: 0.548
2023-07-24 23:26:31,613 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,626 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,641 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,656 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,670 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,685 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:31,698 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,713 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:31,728 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,743 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,758 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,771 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,787 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,800 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,813 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,825 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,840 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,855 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.897, mIoU: 0.549
2023-07-24 23:26:31,870 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:31,885 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:31,895 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.897, mIoU: 0.550
2023-07-24 23:26:31,908 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:31,924 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:31,939 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:31,952 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:31,967 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:31,985 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,000 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,013 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,027 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,042 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,055 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,070 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,083 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,096 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,111 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.898, mIoU: 0.550
2023-07-24 23:26:32,126 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,141 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,156 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,169 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,184 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,199 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,212 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,227 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,242 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.898, mIoU: 0.551
2023-07-24 23:26:32,257 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,272 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,285 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,298 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,313 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.898, mIoU: 0.552
2023-07-24 23:26:32,328 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 23:26:32,343 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 23:26:32,356 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:32,371 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:32,389 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:32,402 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:32,413 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.898, mIoU: 0.554
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2023-07-24 23:26:32,443 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:32,457 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:32,472 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:32,486 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 23:26:32,500 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 23:26:32,514 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.898, mIoU: 0.553
2023-07-24 23:26:32,527 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,542 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,557 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,572 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,587 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,602 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,617 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,631 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,645 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,658 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,672 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,688 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,703 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,716 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,730 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,742 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,756 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:32,772 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,786 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,799 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,814 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,830 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,845 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,856 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:32,871 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,886 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,896 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,911 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,926 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,941 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,953 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:32,966 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,981 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:32,996 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,011 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,024 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:33,039 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:33,051 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,064 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,079 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,093 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,107 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,122 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,138 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,151 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,166 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,180 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,195 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,211 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,224 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,237 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,253 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,268 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,284 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,297 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,310 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,327 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,342 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:33,355 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:33,368 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:33,383 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:33,398 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:33,412 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,427 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,442 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,457 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:33,471 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,485 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,500 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,512 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,527 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:33,541 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,556 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:33,571 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.898, mIoU: 0.554
2023-07-24 23:26:33,586 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:33,601 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,616 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,630 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,645 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,660 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,675 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,689 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:33,705 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,719 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,732 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,745 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,760 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,775 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,788 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,802 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,817 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,832 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,846 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,861 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,875 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,889 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,902 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,914 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,927 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,939 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:33,953 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:33,968 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:33,983 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:33,999 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,013 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,028 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,039 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,053 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,068 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,083 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,098 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,113 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,126 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,141 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,156 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:34,168 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,183 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,198 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,214 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,226 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,241 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,256 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,270 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,284 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,296 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,311 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,325 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,340 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,354 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,366 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,382 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,397 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,412 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,427 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,442 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,457 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,473 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,483 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,497 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,510 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,523 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.898, mIoU: 0.557
2023-07-24 23:26:34,540 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,555 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,569 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,582 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,595 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,608 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,623 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,637 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,652 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,667 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,680 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,695 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,710 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,723 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,738 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,753 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,765 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,780 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,791 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,806 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,820 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,835 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,849 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,862 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,874 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.898, mIoU: 0.555
2023-07-24 23:26:34,888 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,902 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:34,916 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.897, mIoU: 0.556
2023-07-24 23:26:34,928 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,941 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,955 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,971 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.898, mIoU: 0.556
2023-07-24 23:26:34,986 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:34,999 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,014 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,033 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,049 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,065 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,080 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,088 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,105 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,118 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,131 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,146 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,161 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.897, mIoU: 0.555
2023-07-24 23:26:35,176 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,191 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,206 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,220 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,235 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,248 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,263 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,279 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,293 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,308 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,323 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,339 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,351 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,365 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,380 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,395 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,408 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,421 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,436 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,451 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,466 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,482 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,497 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,512 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,527 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,540 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,555 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,568 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,583 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,598 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,613 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,628 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,640 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:35,656 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,670 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,685 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,700 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,714 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,729 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,744 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,756 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,771 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,784 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,799 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,814 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,828 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:35,844 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,859 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:35,872 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,882 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,897 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,910 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,925 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,940 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,954 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 23:26:35,969 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 23:26:35,981 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:35,990 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,006 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.896, mIoU: 0.551
2023-07-24 23:26:36,021 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,037 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,050 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,065 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,079 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,092 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,106 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 23:26:36,121 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.897, mIoU: 0.552
2023-07-24 23:26:36,134 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,148 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.896, mIoU: 0.552
2023-07-24 23:26:36,161 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.896, mIoU: 0.553
2023-07-24 23:26:36,175 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,189 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,204 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,216 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,231 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,246 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.897, mIoU: 0.553
2023-07-24 23:26:36,260 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:36,276 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:36,288 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:36,302 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:36,317 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.897, mIoU: 0.554
2023-07-24 23:26:36,334 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.896, mIoU: 0.555
2023-07-24 23:26:53,361 semantic_segmentation INFO: Iters: 27210/150000 || Lr: 0.016703 || Task Loss: 0.5730 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:40:37 || Estimated Time: 2 days, 9:12:26
2023-07-24 23:27:10,034 semantic_segmentation INFO: Iters: 27220/150000 || Lr: 0.016702 || Task Loss: 0.5687 || KD Loss: 0.1759|| 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: 12:40:54 || Estimated Time: 2 days, 9:12:09
2023-07-24 23:27:26,911 semantic_segmentation INFO: Iters: 27230/150000 || Lr: 0.016701 || Task Loss: 0.6690 || KD Loss: 0.2158|| 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: 12:41:11 || Estimated Time: 2 days, 9:11:52
2023-07-24 23:27:44,235 semantic_segmentation INFO: Iters: 27240/150000 || Lr: 0.016699 || Task Loss: 0.8162 || KD Loss: 0.2111|| 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: 12:41:28 || Estimated Time: 2 days, 9:11:38
2023-07-24 23:28:01,382 semantic_segmentation INFO: Iters: 27250/150000 || Lr: 0.016698 || Task Loss: 0.8662 || KD Loss: 0.3655|| 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: 12:41:45 || Estimated Time: 2 days, 9:11:23
2023-07-24 23:28:18,275 semantic_segmentation INFO: Iters: 27260/150000 || Lr: 0.016697 || Task Loss: 0.6027 || KD Loss: 0.2305|| 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: 12:42:02 || Estimated Time: 2 days, 9:11:07
2023-07-24 23:28:35,143 semantic_segmentation INFO: Iters: 27270/150000 || Lr: 0.016696 || Task Loss: 0.6909 || KD Loss: 0.2337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:19 || Estimated Time: 2 days, 9:10:51
2023-07-24 23:28:52,000 semantic_segmentation INFO: Iters: 27280/150000 || Lr: 0.016695 || Task Loss: 0.4684 || KD Loss: 0.1491|| 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: 12:42:36 || Estimated Time: 2 days, 9:10:34
2023-07-24 23:29:09,418 semantic_segmentation INFO: Iters: 27290/150000 || Lr: 0.016693 || Task Loss: 0.3919 || KD Loss: 0.1540|| 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: 12:42:53 || Estimated Time: 2 days, 9:10:20
2023-07-24 23:29:26,130 semantic_segmentation INFO: Iters: 27300/150000 || Lr: 0.016692 || Task Loss: 0.4301 || KD Loss: 0.1348|| 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: 12:43:10 || Estimated Time: 2 days, 9:10:03
2023-07-24 23:29:42,986 semantic_segmentation INFO: Iters: 27310/150000 || Lr: 0.016691 || Task Loss: 1.0779 || KD Loss: 0.4136|| 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: 12:43:27 || Estimated Time: 2 days, 9:09:47
2023-07-24 23:29:59,855 semantic_segmentation INFO: Iters: 27320/150000 || Lr: 0.016690 || Task Loss: 0.4530 || KD Loss: 0.1140|| 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: 12:43:44 || Estimated Time: 2 days, 9:09:30
2023-07-24 23:30:16,695 semantic_segmentation INFO: Iters: 27330/150000 || Lr: 0.016688 || Task Loss: 0.6619 || KD Loss: 0.2256|| 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: 12:44:01 || Estimated Time: 2 days, 9:09:14
2023-07-24 23:30:33,498 semantic_segmentation INFO: Iters: 27340/150000 || Lr: 0.016687 || Task Loss: 0.4550 || KD Loss: 0.1702|| 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: 12:44:17 || Estimated Time: 2 days, 9:08:57
2023-07-24 23:30:50,359 semantic_segmentation INFO: Iters: 27350/150000 || Lr: 0.016686 || Task Loss: 0.4217 || KD Loss: 0.1135|| 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: 12:44:34 || Estimated Time: 2 days, 9:08:41
2023-07-24 23:31:07,167 semantic_segmentation INFO: Iters: 27360/150000 || Lr: 0.016685 || Task Loss: 0.5667 || KD Loss: 0.1384|| 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: 12:44:51 || Estimated Time: 2 days, 9:08:24
2023-07-24 23:31:24,089 semantic_segmentation INFO: Iters: 27370/150000 || Lr: 0.016684 || Task Loss: 0.5216 || KD Loss: 0.1273|| 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: 12:45:08 || Estimated Time: 2 days, 9:08:08
2023-07-24 23:31:40,949 semantic_segmentation INFO: Iters: 27380/150000 || Lr: 0.016682 || Task Loss: 0.5225 || KD Loss: 0.1284|| 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: 12:45:25 || Estimated Time: 2 days, 9:07:52
2023-07-24 23:31:57,768 semantic_segmentation INFO: Iters: 27390/150000 || Lr: 0.016681 || Task Loss: 0.4346 || KD Loss: 0.1049|| 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: 12:45:42 || Estimated Time: 2 days, 9:07:35
2023-07-24 23:32:14,671 semantic_segmentation INFO: Iters: 27400/150000 || Lr: 0.016680 || Task Loss: 0.4708 || KD Loss: 0.0846|| 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: 12:45:59 || Estimated Time: 2 days, 9:07:19
2023-07-24 23:32:31,466 semantic_segmentation INFO: Iters: 27410/150000 || Lr: 0.016679 || Task Loss: 0.4373 || KD Loss: 0.1467|| 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: 12:46:15 || Estimated Time: 2 days, 9:07:03
2023-07-24 23:32:48,855 semantic_segmentation INFO: Iters: 27420/150000 || Lr: 0.016677 || Task Loss: 0.6689 || KD Loss: 0.2265|| 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: 12:46:33 || Estimated Time: 2 days, 9:06:48
2023-07-24 23:33:05,542 semantic_segmentation INFO: Iters: 27430/150000 || Lr: 0.016676 || Task Loss: 0.9753 || KD Loss: 0.3729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2718|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:50 || Estimated Time: 2 days, 9:06:31
2023-07-24 23:33:22,448 semantic_segmentation INFO: Iters: 27440/150000 || Lr: 0.016675 || Task Loss: 0.3817 || KD Loss: 0.1133|| 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: 12:47:06 || Estimated Time: 2 days, 9:06:15
2023-07-24 23:33:39,121 semantic_segmentation INFO: Iters: 27450/150000 || Lr: 0.016674 || Task Loss: 0.5834 || KD Loss: 0.1933|| 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: 12:47:23 || Estimated Time: 2 days, 9:05:58
2023-07-24 23:33:56,050 semantic_segmentation INFO: Iters: 27460/150000 || Lr: 0.016673 || Task Loss: 0.8243 || KD Loss: 0.2665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:47:40 || Estimated Time: 2 days, 9:05:42
2023-07-24 23:34:12,915 semantic_segmentation INFO: Iters: 27470/150000 || Lr: 0.016671 || Task Loss: 0.5531 || KD Loss: 0.1405|| 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: 12:47:57 || Estimated Time: 2 days, 9:05:25
2023-07-24 23:34:29,655 semantic_segmentation INFO: Iters: 27480/150000 || Lr: 0.016670 || Task Loss: 0.4386 || KD Loss: 0.1093|| 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: 12:48:14 || Estimated Time: 2 days, 9:05:09
2023-07-24 23:34:46,541 semantic_segmentation INFO: Iters: 27490/150000 || Lr: 0.016669 || Task Loss: 0.8467 || KD Loss: 0.2704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2787|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:31 || Estimated Time: 2 days, 9:04:52
2023-07-24 23:35:03,415 semantic_segmentation INFO: Iters: 27500/150000 || Lr: 0.016668 || Task Loss: 0.9172 || KD Loss: 0.3203|| 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: 12:48:47 || Estimated Time: 2 days, 9:04:36
2023-07-24 23:35:20,295 semantic_segmentation INFO: Iters: 27510/150000 || Lr: 0.016666 || Task Loss: 0.8436 || KD Loss: 0.2950|| 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: 12:49:04 || Estimated Time: 2 days, 9:04:20
2023-07-24 23:35:37,132 semantic_segmentation INFO: Iters: 27520/150000 || Lr: 0.016665 || Task Loss: 0.5319 || KD Loss: 0.1015|| 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: 12:49:21 || Estimated Time: 2 days, 9:04:03
2023-07-24 23:35:54,008 semantic_segmentation INFO: Iters: 27530/150000 || Lr: 0.016664 || Task Loss: 0.4529 || KD Loss: 0.1017|| 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: 12:49:38 || Estimated Time: 2 days, 9:03:47
2023-07-24 23:36:10,896 semantic_segmentation INFO: Iters: 27540/150000 || Lr: 0.016663 || Task Loss: 0.8946 || KD Loss: 0.3608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:55 || Estimated Time: 2 days, 9:03:31
2023-07-24 23:36:27,645 semantic_segmentation INFO: Iters: 27550/150000 || Lr: 0.016661 || Task Loss: 0.5821 || KD Loss: 0.1712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:12 || Estimated Time: 2 days, 9:03:14
2023-07-24 23:36:44,811 semantic_segmentation INFO: Iters: 27560/150000 || Lr: 0.016660 || Task Loss: 0.8972 || KD Loss: 0.2576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:29 || Estimated Time: 2 days, 9:02:59
2023-07-24 23:37:01,596 semantic_segmentation INFO: Iters: 27570/150000 || Lr: 0.016659 || Task Loss: 0.6477 || KD Loss: 0.1784|| 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: 12:50:46 || Estimated Time: 2 days, 9:02:42
2023-07-24 23:37:18,433 semantic_segmentation INFO: Iters: 27580/150000 || Lr: 0.016658 || Task Loss: 0.4367 || KD Loss: 0.1290|| 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: 12:51:02 || Estimated Time: 2 days, 9:02:25
2023-07-24 23:37:35,252 semantic_segmentation INFO: Iters: 27590/150000 || Lr: 0.016657 || Task Loss: 0.7884 || KD Loss: 0.2533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:19 || Estimated Time: 2 days, 9:02:09
2023-07-24 23:37:52,063 semantic_segmentation INFO: Iters: 27600/150000 || Lr: 0.016655 || Task Loss: 0.7431 || KD Loss: 0.2973|| 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: 12:51:36 || Estimated Time: 2 days, 9:01:52
2023-07-24 23:38:08,798 semantic_segmentation INFO: Iters: 27610/150000 || Lr: 0.016654 || Task Loss: 0.3814 || KD Loss: 0.0730|| 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: 12:51:53 || Estimated Time: 2 days, 9:01:35
2023-07-24 23:38:25,715 semantic_segmentation INFO: Iters: 27620/150000 || Lr: 0.016653 || Task Loss: 0.5090 || KD Loss: 0.1344|| 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: 12:52:10 || Estimated Time: 2 days, 9:01:19
2023-07-24 23:38:42,580 semantic_segmentation INFO: Iters: 27630/150000 || Lr: 0.016652 || Task Loss: 0.4961 || KD Loss: 0.1865|| 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: 12:52:27 || Estimated Time: 2 days, 9:01:03
2023-07-24 23:38:59,772 semantic_segmentation INFO: Iters: 27640/150000 || Lr: 0.016650 || Task Loss: 0.4449 || KD Loss: 0.1139|| 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: 12:52:44 || Estimated Time: 2 days, 9:00:48
2023-07-24 23:39:16,576 semantic_segmentation INFO: Iters: 27650/150000 || Lr: 0.016649 || Task Loss: 0.7950 || KD Loss: 0.2852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:01 || Estimated Time: 2 days, 9:00:31
2023-07-24 23:39:33,484 semantic_segmentation INFO: Iters: 27660/150000 || Lr: 0.016648 || Task Loss: 0.4555 || KD Loss: 0.1027|| 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: 12:53:17 || Estimated Time: 2 days, 9:00:15
2023-07-24 23:39:50,381 semantic_segmentation INFO: Iters: 27670/150000 || Lr: 0.016647 || Task Loss: 0.5291 || KD Loss: 0.1820|| 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: 12:53:34 || Estimated Time: 2 days, 8:59:59
2023-07-24 23:40:07,238 semantic_segmentation INFO: Iters: 27680/150000 || Lr: 0.016646 || Task Loss: 0.3762 || KD Loss: 0.1216|| 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: 12:53:51 || Estimated Time: 2 days, 8:59:42
2023-07-24 23:40:24,086 semantic_segmentation INFO: Iters: 27690/150000 || Lr: 0.016644 || Task Loss: 0.6804 || KD Loss: 0.2151|| 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: 12:54:08 || Estimated Time: 2 days, 8:59:26
2023-07-24 23:40:40,962 semantic_segmentation INFO: Iters: 27700/150000 || Lr: 0.016643 || Task Loss: 0.7217 || KD Loss: 0.1893|| 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: 12:54:25 || Estimated Time: 2 days, 8:59:10
2023-07-24 23:40:57,829 semantic_segmentation INFO: Iters: 27710/150000 || Lr: 0.016642 || Task Loss: 0.5474 || KD Loss: 0.1821|| 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: 12:54:42 || Estimated Time: 2 days, 8:58:53
2023-07-24 23:41:14,881 semantic_segmentation INFO: Iters: 27720/150000 || Lr: 0.016641 || Task Loss: 0.4745 || KD Loss: 0.1396|| 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: 12:54:59 || Estimated Time: 2 days, 8:58:37
2023-07-24 23:41:35,320 semantic_segmentation INFO: Iters: 27730/150000 || Lr: 0.016639 || Task Loss: 0.6648 || KD Loss: 0.2357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:55:19 || Estimated Time: 2 days, 8:58:37
2023-07-24 23:41:52,139 semantic_segmentation INFO: Iters: 27740/150000 || Lr: 0.016638 || Task Loss: 0.8023 || KD Loss: 0.3049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:55:36 || Estimated Time: 2 days, 8:58:21
2023-07-24 23:42:08,835 semantic_segmentation INFO: Iters: 27750/150000 || Lr: 0.016637 || Task Loss: 0.4832 || KD Loss: 0.1596|| 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: 12:55:53 || Estimated Time: 2 days, 8:58:04
2023-07-24 23:42:25,725 semantic_segmentation INFO: Iters: 27760/150000 || Lr: 0.016636 || Task Loss: 0.4627 || KD Loss: 0.1582|| 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: 12:56:10 || Estimated Time: 2 days, 8:57:47
2023-07-24 23:42:43,093 semantic_segmentation INFO: Iters: 27770/150000 || Lr: 0.016635 || Task Loss: 0.4810 || KD Loss: 0.1424|| 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: 12:56:27 || Estimated Time: 2 days, 8:57:33
2023-07-24 23:42:59,826 semantic_segmentation INFO: Iters: 27780/150000 || Lr: 0.016633 || Task Loss: 0.4039 || KD Loss: 0.0947|| 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: 12:56:44 || Estimated Time: 2 days, 8:57:16
2023-07-24 23:43:16,779 semantic_segmentation INFO: Iters: 27790/150000 || Lr: 0.016632 || Task Loss: 0.9330 || KD Loss: 0.3964|| 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: 12:57:01 || Estimated Time: 2 days, 8:57:00
2023-07-24 23:43:33,609 semantic_segmentation INFO: Iters: 27800/150000 || Lr: 0.016631 || Task Loss: 1.0316 || KD Loss: 0.4045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:18 || Estimated Time: 2 days, 8:56:43
2023-07-24 23:43:50,475 semantic_segmentation INFO: Iters: 27810/150000 || Lr: 0.016630 || Task Loss: 0.6844 || KD Loss: 0.2026|| 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: 12:57:34 || Estimated Time: 2 days, 8:56:27
2023-07-24 23:44:07,422 semantic_segmentation INFO: Iters: 27820/150000 || Lr: 0.016628 || Task Loss: 0.5895 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:51 || Estimated Time: 2 days, 8:56:11
2023-07-24 23:44:24,266 semantic_segmentation INFO: Iters: 27830/150000 || Lr: 0.016627 || Task Loss: 0.3974 || KD Loss: 0.1018|| 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: 12:58:08 || Estimated Time: 2 days, 8:55:55
2023-07-24 23:44:41,118 semantic_segmentation INFO: Iters: 27840/150000 || Lr: 0.016626 || Task Loss: 0.5010 || KD Loss: 0.1356|| 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: 12:58:25 || Estimated Time: 2 days, 8:55:38
2023-07-24 23:44:57,996 semantic_segmentation INFO: Iters: 27850/150000 || Lr: 0.016625 || Task Loss: 0.7496 || KD Loss: 0.2794|| 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: 12:58:42 || Estimated Time: 2 days, 8:55:22
2023-07-24 23:45:14,801 semantic_segmentation INFO: Iters: 27860/150000 || Lr: 0.016624 || Task Loss: 0.7591 || KD Loss: 0.2051|| 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: 12:58:59 || Estimated Time: 2 days, 8:55:05
2023-07-24 23:45:31,695 semantic_segmentation INFO: Iters: 27870/150000 || Lr: 0.016622 || Task Loss: 0.4947 || KD Loss: 0.1352|| 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: 12:59:16 || Estimated Time: 2 days, 8:54:49
2023-07-24 23:45:48,498 semantic_segmentation INFO: Iters: 27880/150000 || Lr: 0.016621 || Task Loss: 0.7158 || KD Loss: 0.2807|| 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: 12:59:32 || Estimated Time: 2 days, 8:54:32
2023-07-24 23:46:05,285 semantic_segmentation INFO: Iters: 27890/150000 || Lr: 0.016620 || Task Loss: 0.6533 || KD Loss: 0.1745|| 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: 12:59:49 || Estimated Time: 2 days, 8:54:15
2023-07-24 23:46:22,170 semantic_segmentation INFO: Iters: 27900/150000 || Lr: 0.016619 || Task Loss: 0.6409 || KD Loss: 0.2099|| 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: 13:00:06 || Estimated Time: 2 days, 8:53:59
2023-07-24 23:46:38,962 semantic_segmentation INFO: Iters: 27910/150000 || Lr: 0.016617 || Task Loss: 0.4615 || KD Loss: 0.1388|| 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: 13:00:23 || Estimated Time: 2 days, 8:53:43
2023-07-24 23:46:55,802 semantic_segmentation INFO: Iters: 27920/150000 || Lr: 0.016616 || Task Loss: 0.3852 || KD Loss: 0.0809|| 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: 13:00:40 || Estimated Time: 2 days, 8:53:26
2023-07-24 23:47:12,564 semantic_segmentation INFO: Iters: 27930/150000 || Lr: 0.016615 || Task Loss: 0.5247 || KD Loss: 0.1696|| 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: 13:00:57 || Estimated Time: 2 days, 8:53:09
2023-07-24 23:47:29,655 semantic_segmentation INFO: Iters: 27940/150000 || Lr: 0.016614 || Task Loss: 0.5998 || KD Loss: 0.2155|| 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: 13:01:14 || Estimated Time: 2 days, 8:52:54
2023-07-24 23:47:46,470 semantic_segmentation INFO: Iters: 27950/150000 || Lr: 0.016613 || Task Loss: 1.0291 || KD Loss: 0.3937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:30 || Estimated Time: 2 days, 8:52:37
2023-07-24 23:48:03,254 semantic_segmentation INFO: Iters: 27960/150000 || Lr: 0.016611 || Task Loss: 0.6211 || KD Loss: 0.2222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:47 || Estimated Time: 2 days, 8:52:20
2023-07-24 23:48:20,057 semantic_segmentation INFO: Iters: 27970/150000 || Lr: 0.016610 || Task Loss: 0.6824 || KD Loss: 0.2176|| 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: 13:02:04 || Estimated Time: 2 days, 8:52:04
2023-07-24 23:48:36,929 semantic_segmentation INFO: Iters: 27980/150000 || Lr: 0.016609 || Task Loss: 0.8570 || KD Loss: 0.4240|| 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: 13:02:21 || Estimated Time: 2 days, 8:51:47
2023-07-24 23:48:54,137 semantic_segmentation INFO: Iters: 27990/150000 || Lr: 0.016608 || Task Loss: 0.5883 || KD Loss: 0.1844|| 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: 13:02:38 || Estimated Time: 2 days, 8:51:32
2023-07-24 23:49:10,798 semantic_segmentation INFO: Iters: 28000/150000 || Lr: 0.016606 || Task Loss: 0.5913 || KD Loss: 0.1537|| 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: 13:02:55 || Estimated Time: 2 days, 8:51:15
2023-07-24 23:49:10,914 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-24 23:49:11,366 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-24 23:49:11,382 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.131
2023-07-24 23:49:11,395 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.166
2023-07-24 23:49:11,409 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.164
2023-07-24 23:49:11,422 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.934, mIoU: 0.229
2023-07-24 23:49:11,435 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.921, mIoU: 0.267
2023-07-24 23:49:11,449 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.902, mIoU: 0.291
2023-07-24 23:49:11,463 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.909, mIoU: 0.300
2023-07-24 23:49:11,476 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.909, mIoU: 0.327
2023-07-24 23:49:11,490 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.905, mIoU: 0.369
2023-07-24 23:49:11,504 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.900, mIoU: 0.403
2023-07-24 23:49:11,518 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.909, mIoU: 0.431
2023-07-24 23:49:11,530 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.880, mIoU: 0.411
2023-07-24 23:49:11,544 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.882, mIoU: 0.395
2023-07-24 23:49:11,558 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.882, mIoU: 0.387
2023-07-24 23:49:11,571 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.886, mIoU: 0.384
2023-07-24 23:49:11,581 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.878, mIoU: 0.370
2023-07-24 23:49:11,594 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.882, mIoU: 0.370
2023-07-24 23:49:11,608 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.886, mIoU: 0.369
2023-07-24 23:49:11,623 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.888, mIoU: 0.412
2023-07-24 23:49:11,637 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.893, mIoU: 0.416
2023-07-24 23:49:11,652 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.427
2023-07-24 23:49:11,667 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.893, mIoU: 0.450
2023-07-24 23:49:11,682 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.897, mIoU: 0.459
2023-07-24 23:49:11,698 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.891, mIoU: 0.450
2023-07-24 23:49:11,711 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.889, mIoU: 0.450
2023-07-24 23:49:11,725 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.456
2023-07-24 23:49:11,736 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.894, mIoU: 0.456
2023-07-24 23:49:11,751 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.890, mIoU: 0.450
2023-07-24 23:49:11,765 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.894, mIoU: 0.451
2023-07-24 23:49:11,778 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.452
2023-07-24 23:49:11,794 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.899, mIoU: 0.451
2023-07-24 23:49:11,809 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.897, mIoU: 0.446
2023-07-24 23:49:11,824 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.896, mIoU: 0.441
2023-07-24 23:49:11,839 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.892, mIoU: 0.451
2023-07-24 23:49:11,854 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.894, mIoU: 0.452
2023-07-24 23:49:11,868 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.896, mIoU: 0.451
2023-07-24 23:49:11,880 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.898, mIoU: 0.496
2023-07-24 23:49:11,897 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.507
2023-07-24 23:49:11,910 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-24 23:49:11,924 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.532
2023-07-24 23:49:11,941 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.904, mIoU: 0.531
2023-07-24 23:49:11,955 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.523
2023-07-24 23:49:11,968 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.523
2023-07-24 23:49:11,983 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.526
2023-07-24 23:49:11,998 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.900, mIoU: 0.530
2023-07-24 23:49:12,011 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.901, mIoU: 0.534
2023-07-24 23:49:12,024 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.902, mIoU: 0.535
2023-07-24 23:49:12,039 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.903, mIoU: 0.536
2023-07-24 23:49:12,055 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.901, mIoU: 0.531
2023-07-24 23:49:12,071 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.532
2023-07-24 23:49:12,086 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.532
2023-07-24 23:49:12,100 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.529
2023-07-24 23:49:12,115 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.904, mIoU: 0.526
2023-07-24 23:49:12,130 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.903, mIoU: 0.526
2023-07-24 23:49:12,144 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.902, mIoU: 0.526
2023-07-24 23:49:12,159 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.902, mIoU: 0.524
2023-07-24 23:49:12,176 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.904, mIoU: 0.524
2023-07-24 23:49:12,190 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.905, mIoU: 0.525
2023-07-24 23:49:12,205 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-24 23:49:12,218 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.573
2023-07-24 23:49:12,234 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-24 23:49:12,252 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-24 23:49:12,270 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-24 23:49:12,283 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.896, mIoU: 0.565
2023-07-24 23:49:12,299 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.897, mIoU: 0.565
2023-07-24 23:49:12,314 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.898, mIoU: 0.566
2023-07-24 23:49:12,328 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-24 23:49:12,343 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.901, mIoU: 0.601
2023-07-24 23:49:12,360 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-24 23:49:12,376 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-24 23:49:12,389 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-24 23:49:12,404 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.901, mIoU: 0.626
2023-07-24 23:49:12,419 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-24 23:49:12,433 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.903, mIoU: 0.635
2023-07-24 23:49:12,448 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.905, mIoU: 0.635
2023-07-24 23:49:12,462 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-24 23:49:12,471 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-24 23:49:12,486 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.626
2023-07-24 23:49:12,502 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.897, mIoU: 0.626
2023-07-24 23:49:12,515 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.897, mIoU: 0.629
2023-07-24 23:49:12,530 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.896, mIoU: 0.628
2023-07-24 23:49:12,544 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.894, mIoU: 0.626
2023-07-24 23:49:12,559 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.890, mIoU: 0.608
2023-07-24 23:49:12,574 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.890, mIoU: 0.606
2023-07-24 23:49:12,589 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.890, mIoU: 0.608
2023-07-24 23:49:12,603 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.891, mIoU: 0.608
2023-07-24 23:49:12,618 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.892, mIoU: 0.610
2023-07-24 23:49:12,632 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.891, mIoU: 0.607
2023-07-24 23:49:12,645 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.891, mIoU: 0.607
2023-07-24 23:49:12,661 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.892, mIoU: 0.606
2023-07-24 23:49:12,676 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.893, mIoU: 0.606
2023-07-24 23:49:12,692 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.892, mIoU: 0.607
2023-07-24 23:49:12,707 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.894, mIoU: 0.617
2023-07-24 23:49:12,722 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.892, mIoU: 0.617
2023-07-24 23:49:12,737 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.892, mIoU: 0.616
2023-07-24 23:49:12,750 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.893, mIoU: 0.617
2023-07-24 23:49:12,764 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.894, mIoU: 0.618
2023-07-24 23:49:12,779 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.895, mIoU: 0.617
2023-07-24 23:49:12,792 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.895, mIoU: 0.617
2023-07-24 23:49:12,807 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.895, mIoU: 0.616
2023-07-24 23:49:12,822 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-24 23:49:12,835 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.897, mIoU: 0.616
2023-07-24 23:49:12,849 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.897, mIoU: 0.616
2023-07-24 23:49:12,865 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.898, mIoU: 0.616
2023-07-24 23:49:12,878 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.898, mIoU: 0.618
2023-07-24 23:49:12,892 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.898, mIoU: 0.618
2023-07-24 23:49:12,907 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.898, mIoU: 0.613
2023-07-24 23:49:12,920 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.899, mIoU: 0.615
2023-07-24 23:49:12,934 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.899, mIoU: 0.613
2023-07-24 23:49:12,947 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.899, mIoU: 0.617
2023-07-24 23:49:12,961 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.616
2023-07-24 23:49:12,975 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-24 23:49:12,990 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.901, mIoU: 0.617
2023-07-24 23:49:13,004 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.902, mIoU: 0.619
2023-07-24 23:49:13,017 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.902, mIoU: 0.618
2023-07-24 23:49:13,030 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.900, mIoU: 0.608
2023-07-24 23:49:13,045 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.900, mIoU: 0.607
2023-07-24 23:49:13,059 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-24 23:49:13,074 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-24 23:49:13,089 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.601
2023-07-24 23:49:13,103 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.900, mIoU: 0.600
2023-07-24 23:49:13,116 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-24 23:49:13,132 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.901, mIoU: 0.600
2023-07-24 23:49:13,147 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-24 23:49:13,155 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-24 23:49:13,167 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-24 23:49:13,183 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 23:49:13,192 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.897, mIoU: 0.587
2023-07-24 23:49:13,205 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.897, mIoU: 0.592
2023-07-24 23:49:13,220 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.898, mIoU: 0.593
2023-07-24 23:49:13,235 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.899, mIoU: 0.593
2023-07-24 23:49:13,248 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.899, mIoU: 0.594
2023-07-24 23:49:13,263 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 23:49:13,276 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 23:49:13,290 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.900, mIoU: 0.597
2023-07-24 23:49:13,305 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 23:49:13,318 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.899, mIoU: 0.595
2023-07-24 23:49:13,333 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.900, mIoU: 0.595
2023-07-24 23:49:13,346 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.900, mIoU: 0.594
2023-07-24 23:49:13,363 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.900, mIoU: 0.596
2023-07-24 23:49:13,378 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-24 23:49:13,393 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-24 23:49:13,409 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-24 23:49:13,424 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-24 23:49:13,438 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-24 23:49:13,453 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-24 23:49:13,467 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-24 23:49:13,478 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-24 23:49:13,493 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-24 23:49:13,509 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-24 23:49:13,522 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-24 23:49:13,537 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-24 23:49:13,550 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-24 23:49:13,564 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-24 23:49:13,579 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-24 23:49:13,594 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-24 23:49:13,610 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-24 23:49:13,625 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-24 23:49:13,641 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.902, mIoU: 0.618
2023-07-24 23:49:13,655 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-24 23:49:13,670 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-24 23:49:13,682 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-24 23:49:13,697 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-24 23:49:13,709 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.904, mIoU: 0.618
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2023-07-24 23:49:16,577 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.899, mIoU: 0.602
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2023-07-24 23:49:16,721 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.898, mIoU: 0.593
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2023-07-24 23:49:18,485 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.903, mIoU: 0.612
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2023-07-24 23:49:18,812 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.903, mIoU: 0.615
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2023-07-24 23:49:19,434 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-24 23:49:19,450 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-24 23:49:19,465 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.905, mIoU: 0.626
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2023-07-24 23:49:19,492 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-24 23:49:19,507 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-24 23:49:19,522 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-24 23:49:19,535 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-24 23:49:19,551 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-24 23:49:19,564 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,579 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,594 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,608 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,621 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,634 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-24 23:49:19,646 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,661 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,676 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,691 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,705 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,720 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-24 23:49:19,733 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,747 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,762 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,775 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,790 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,805 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,820 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,835 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,851 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,863 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:19,878 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,893 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,907 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,923 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-24 23:49:19,938 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:19,950 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:19,965 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:19,980 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:19,995 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-24 23:49:20,007 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:20,023 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:20,038 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:20,054 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-24 23:49:20,068 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 23:49:20,083 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-24 23:49:20,097 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-24 23:49:20,112 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-24 23:49:20,126 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-24 23:49:20,139 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 23:49:20,152 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-24 23:49:20,166 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-24 23:49:20,181 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-24 23:49:20,195 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-24 23:49:20,208 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-24 23:49:20,224 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-24 23:49:20,237 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-24 23:49:20,252 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-24 23:49:20,268 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-24 23:49:20,284 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-24 23:49:20,299 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-24 23:49:20,314 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-24 23:49:20,329 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,343 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,358 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,372 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,388 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,406 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,420 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,435 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,445 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-24 23:49:20,458 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,472 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,485 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-24 23:49:20,499 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,512 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,525 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,540 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,556 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,570 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-24 23:49:20,585 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,598 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,613 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,626 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,641 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-24 23:49:20,657 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-24 23:49:20,672 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,688 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,703 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,719 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,732 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,748 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-24 23:49:20,763 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,777 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,790 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,805 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-24 23:49:20,820 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,835 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,848 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-24 23:49:20,862 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-24 23:49:20,877 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-24 23:49:20,892 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-24 23:49:20,904 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-24 23:49:20,917 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-24 23:49:20,925 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-24 23:49:20,939 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-24 23:49:20,954 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-24 23:49:20,968 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:20,983 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:20,997 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:21,011 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:21,027 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:21,042 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-24 23:49:21,055 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-24 23:49:21,069 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-24 23:49:21,083 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-24 23:49:21,097 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-24 23:49:21,112 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-24 23:49:21,124 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-24 23:49:21,137 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-24 23:49:21,149 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-24 23:49:21,162 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-24 23:49:21,175 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-24 23:49:21,188 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-24 23:49:21,201 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-24 23:49:21,215 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-24 23:49:21,230 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-24 23:49:21,242 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-24 23:49:21,256 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-24 23:49:21,269 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-24 23:49:21,280 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-24 23:49:21,295 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,310 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,325 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,339 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-24 23:49:21,354 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-24 23:49:21,369 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-24 23:49:21,382 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,397 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-24 23:49:21,412 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,428 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,444 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,459 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 23:49:21,475 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-24 23:49:21,488 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-24 23:49:21,501 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 23:49:21,514 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,530 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,547 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,560 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,573 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 23:49:21,588 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,602 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-24 23:49:21,617 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,632 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,647 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 23:49:21,660 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-24 23:49:21,675 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,688 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,702 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,717 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,730 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,746 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,759 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,774 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 23:49:21,790 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,802 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,815 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,830 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,846 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-24 23:49:21,862 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,877 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,889 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,903 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,917 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,931 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-24 23:49:21,946 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-24 23:49:21,963 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-24 23:49:21,977 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:21,992 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,006 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,021 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,037 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,050 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,064 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,078 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,092 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,105 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,119 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-24 23:49:22,134 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,147 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,159 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,174 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,188 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,204 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,217 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,230 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,243 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,258 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,270 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,283 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,298 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,312 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,325 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,340 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,355 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,369 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,384 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,397 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,409 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,422 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-24 23:49:22,435 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,448 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,461 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,477 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,490 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,504 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,518 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,534 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:22,550 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,566 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,579 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,592 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,608 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,623 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,638 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,654 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,667 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,680 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,691 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,707 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,723 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,737 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,751 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,762 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,776 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,791 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,806 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,818 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,833 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-24 23:49:22,846 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,861 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-24 23:49:22,874 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:22,889 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,903 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,918 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,933 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-24 23:49:22,946 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,962 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,977 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:22,992 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,007 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,022 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,037 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,053 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,069 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,084 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,099 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,112 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,125 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,138 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,154 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,167 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,183 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,197 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,208 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:23,222 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,238 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:23,253 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,265 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:23,281 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:23,296 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-24 23:49:23,310 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,324 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:23,340 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:23,355 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:23,369 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,381 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,398 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:23,413 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:23,428 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:23,442 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:23,457 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:23,472 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:23,486 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,501 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,514 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,528 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,542 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,556 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,570 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,583 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,598 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,610 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,625 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,639 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,653 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,667 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,682 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,697 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,711 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,728 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,742 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:23,758 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,773 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,783 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,797 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,810 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,825 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,840 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,856 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:23,869 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,884 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,899 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,913 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,929 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,945 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,958 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,973 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:23,988 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:24,003 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,016 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,031 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,047 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,067 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,081 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,096 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,111 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,124 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,138 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,152 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,166 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,180 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,192 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,206 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,221 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,235 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,250 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,265 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,280 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,292 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,306 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,321 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,334 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,348 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,363 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,378 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,394 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,410 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,423 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,436 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,453 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,468 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,482 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,497 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,511 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,526 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,541 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,557 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,572 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,587 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,596 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,612 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,628 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,641 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,656 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,670 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,685 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,698 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,713 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,729 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,745 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,760 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,776 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,792 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,808 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,822 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,837 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,853 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,868 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-24 23:49:24,881 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,897 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,912 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,926 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,933 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,946 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,959 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,972 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:24,983 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:24,997 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,011 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,026 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,037 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,051 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,065 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,077 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,092 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,105 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:25,121 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,137 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,153 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,168 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,180 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,194 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,210 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,225 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:25,240 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:25,255 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,269 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,279 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,291 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,304 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,316 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,331 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,343 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-24 23:49:25,358 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:25,373 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:25,388 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:25,402 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:25,417 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:25,432 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:25,446 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:25,461 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,475 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,489 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:25,503 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:25,518 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:25,531 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,545 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,560 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,572 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,588 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:25,601 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,616 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,631 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,648 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,663 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,676 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,691 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,706 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,721 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:25,736 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:25,749 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,763 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,778 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,793 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,808 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,823 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-24 23:49:25,839 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 23:49:25,854 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-24 23:49:25,869 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,884 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,897 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:25,912 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,923 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,936 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,951 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,963 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,978 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:25,993 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,009 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,024 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,040 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,055 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,070 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,083 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,099 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,114 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,129 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,144 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,157 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,171 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,184 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,199 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,214 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,229 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,244 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,259 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,272 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,284 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,300 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,313 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,326 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,342 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:26,358 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,374 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,387 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,401 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:26,417 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,433 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,450 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,464 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,478 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,493 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:26,509 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:26,524 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,540 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,555 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,570 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,584 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,598 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-24 23:49:26,613 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,628 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,642 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,656 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,669 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,683 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,698 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-24 23:49:26,713 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:26,725 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-24 23:49:26,739 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,754 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,770 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,784 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,799 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,814 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,828 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,844 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,859 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,874 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,888 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,903 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,919 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,933 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,948 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,961 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-24 23:49:26,970 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:26,985 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:27,000 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:27,013 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:27,029 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,045 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,058 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:27,071 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:27,086 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:27,101 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:27,117 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:27,135 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,149 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,166 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,180 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,193 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,208 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,223 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,238 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,250 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,263 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,278 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,293 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,308 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,323 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,336 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,351 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,365 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,379 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,394 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,410 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,425 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,441 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,454 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,469 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,484 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,499 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,515 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,528 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,544 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,557 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,570 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,583 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,597 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,612 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,627 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,642 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,652 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,665 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,681 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,696 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,709 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,723 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,739 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,754 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,767 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,781 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,795 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:27,808 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,823 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,836 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,850 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,865 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,880 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,895 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,909 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,922 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:27,937 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,952 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,965 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,980 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:27,995 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:28,010 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,025 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,037 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,051 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,066 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,081 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,095 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:28,108 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,124 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,142 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,156 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,166 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,181 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,197 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-24 23:49:28,213 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-24 23:49:28,228 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:28,241 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-24 23:49:28,255 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,270 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,283 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,298 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,313 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,328 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,343 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,359 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,373 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,387 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,402 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,414 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,428 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,443 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,458 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,471 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,485 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,496 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,510 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.909, mIoU: 0.646
2023-07-24 23:49:28,525 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.646
2023-07-24 23:49:28,540 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,553 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.909, mIoU: 0.646
2023-07-24 23:49:28,568 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,583 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,599 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,610 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,626 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,641 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,653 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,668 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-24 23:49:28,683 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,698 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,711 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,723 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,739 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,753 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,768 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,781 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,796 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,809 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,822 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,836 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-24 23:49:28,851 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,865 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,880 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,896 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,908 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,923 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,937 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,951 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,966 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-24 23:49:28,978 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:28,991 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,007 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,022 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,038 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,052 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,065 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,081 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:29,096 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,109 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,122 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,138 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,155 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,170 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,185 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,200 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,216 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,229 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,242 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,256 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,269 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,283 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,297 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,311 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,325 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,339 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,353 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,367 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,380 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-24 23:49:29,394 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,408 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,422 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,436 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,451 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,466 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,478 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,491 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,505 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,521 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,533 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,548 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,564 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,578 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,593 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,607 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,621 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,636 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,649 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,662 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,675 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,688 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:29,702 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,717 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,732 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,745 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,758 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,773 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,786 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,800 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,815 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,830 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:29,845 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,859 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,872 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,887 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,901 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,914 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,929 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,944 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,959 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,972 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:29,986 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,001 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,015 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,030 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,043 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,059 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,074 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,089 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,103 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:30,116 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,131 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:30,147 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,163 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,178 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,192 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:30,207 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:30,222 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,232 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,246 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,259 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,272 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,289 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-24 23:49:30,304 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,318 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,331 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,343 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,357 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,372 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,386 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,400 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,415 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,428 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,443 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,458 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,472 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,487 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,502 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,515 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,530 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,542 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,558 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,573 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,588 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,603 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,615 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,628 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,642 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:30,662 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,676 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,689 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,703 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,718 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,733 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,748 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,761 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,776 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,792 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,808 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,823 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,839 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,847 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,861 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,874 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,886 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,900 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,915 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,929 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,943 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:30,958 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,972 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:30,987 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:30,999 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,013 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-24 23:49:31,029 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-24 23:49:31,043 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-24 23:49:31,059 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,074 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,090 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,103 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,117 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,131 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,146 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-24 23:49:31,159 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-24 23:49:31,173 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,187 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,202 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,216 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,230 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,245 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,259 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,273 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,286 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,301 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,314 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,329 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,345 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,360 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,375 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,388 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,403 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,418 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,433 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,449 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,463 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,478 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,493 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,506 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-24 23:49:31,520 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,533 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,548 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,562 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,577 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,592 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,606 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,620 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,629 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,644 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-24 23:49:31,657 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,672 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,687 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,702 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,718 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,730 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,740 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,757 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,772 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,787 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,800 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,815 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,830 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,844 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,859 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,873 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,886 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,901 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,913 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:31,927 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:31,942 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:31,956 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:31,968 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:31,982 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:31,997 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:32,011 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-24 23:49:32,026 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-24 23:49:32,038 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-24 23:49:32,052 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-24 23:49:32,066 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-24 23:49:32,082 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-24 23:49:49,039 semantic_segmentation INFO: Iters: 28010/150000 || Lr: 0.016605 || Task Loss: 0.5690 || KD Loss: 0.1969|| 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: 13:03:33 || Estimated Time: 2 days, 8:52:32
2023-07-24 23:50:05,909 semantic_segmentation INFO: Iters: 28020/150000 || Lr: 0.016604 || Task Loss: 0.6379 || KD Loss: 0.1815|| 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: 13:03:50 || Estimated Time: 2 days, 8:52:15
2023-07-24 23:50:22,667 semantic_segmentation INFO: Iters: 28030/150000 || Lr: 0.016603 || Task Loss: 0.7536 || KD Loss: 0.2556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:07 || Estimated Time: 2 days, 8:51:59
2023-07-24 23:50:39,607 semantic_segmentation INFO: Iters: 28040/150000 || Lr: 0.016601 || Task Loss: 0.4799 || KD Loss: 0.1035|| 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: 13:04:24 || Estimated Time: 2 days, 8:51:43
2023-07-24 23:50:56,730 semantic_segmentation INFO: Iters: 28050/150000 || Lr: 0.016600 || Task Loss: 0.6422 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:41 || Estimated Time: 2 days, 8:51:27
2023-07-24 23:51:13,533 semantic_segmentation INFO: Iters: 28060/150000 || Lr: 0.016599 || Task Loss: 0.4683 || KD Loss: 0.1132|| 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: 13:04:58 || Estimated Time: 2 days, 8:51:10
2023-07-24 23:51:30,462 semantic_segmentation INFO: Iters: 28070/150000 || Lr: 0.016598 || Task Loss: 0.7516 || KD Loss: 0.2690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2805|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:14 || Estimated Time: 2 days, 8:50:54
2023-07-24 23:51:47,342 semantic_segmentation INFO: Iters: 28080/150000 || Lr: 0.016597 || Task Loss: 0.5512 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:31 || Estimated Time: 2 days, 8:50:38
2023-07-24 23:52:04,198 semantic_segmentation INFO: Iters: 28090/150000 || Lr: 0.016595 || Task Loss: 0.8732 || KD Loss: 0.2694|| 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: 13:05:48 || Estimated Time: 2 days, 8:50:21
2023-07-24 23:52:21,051 semantic_segmentation INFO: Iters: 28100/150000 || Lr: 0.016594 || Task Loss: 0.7114 || KD Loss: 0.2293|| 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: 13:06:05 || Estimated Time: 2 days, 8:50:05
2023-07-24 23:52:37,998 semantic_segmentation INFO: Iters: 28110/150000 || Lr: 0.016593 || Task Loss: 0.5360 || KD Loss: 0.1417|| 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: 13:06:22 || Estimated Time: 2 days, 8:49:49
2023-07-24 23:52:54,840 semantic_segmentation INFO: Iters: 28120/150000 || Lr: 0.016592 || Task Loss: 0.6354 || KD Loss: 0.1427|| 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: 13:06:39 || Estimated Time: 2 days, 8:49:32
2023-07-24 23:53:11,790 semantic_segmentation INFO: Iters: 28130/150000 || Lr: 0.016590 || Task Loss: 0.6102 || KD Loss: 0.1279|| 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: 13:06:56 || Estimated Time: 2 days, 8:49:16
2023-07-24 23:53:29,097 semantic_segmentation INFO: Iters: 28140/150000 || Lr: 0.016589 || Task Loss: 0.5630 || KD Loss: 0.1543|| 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: 13:07:13 || Estimated Time: 2 days, 8:49:01
2023-07-24 23:53:45,885 semantic_segmentation INFO: Iters: 28150/150000 || Lr: 0.016588 || Task Loss: 0.7566 || KD Loss: 0.2221|| 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: 13:07:30 || Estimated Time: 2 days, 8:48:45
2023-07-24 23:54:02,656 semantic_segmentation INFO: Iters: 28160/150000 || Lr: 0.016587 || Task Loss: 0.5027 || KD Loss: 0.1345|| 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: 13:07:47 || Estimated Time: 2 days, 8:48:28
2023-07-24 23:54:19,670 semantic_segmentation INFO: Iters: 28170/150000 || Lr: 0.016586 || Task Loss: 0.8151 || KD Loss: 0.3582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:04 || Estimated Time: 2 days, 8:48:12
2023-07-24 23:54:36,549 semantic_segmentation INFO: Iters: 28180/150000 || Lr: 0.016584 || Task Loss: 0.4362 || KD Loss: 0.1038|| 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: 13:08:21 || Estimated Time: 2 days, 8:47:56
2023-07-24 23:54:53,607 semantic_segmentation INFO: Iters: 28190/150000 || Lr: 0.016583 || Task Loss: 0.4591 || KD Loss: 0.1225|| 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: 13:08:38 || Estimated Time: 2 days, 8:47:40
2023-07-24 23:55:10,498 semantic_segmentation INFO: Iters: 28200/150000 || Lr: 0.016582 || Task Loss: 0.5582 || KD Loss: 0.1645|| 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: 13:08:54 || Estimated Time: 2 days, 8:47:24
2023-07-24 23:55:27,398 semantic_segmentation INFO: Iters: 28210/150000 || Lr: 0.016581 || Task Loss: 0.4421 || KD Loss: 0.1186|| 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: 13:09:11 || Estimated Time: 2 days, 8:47:08
2023-07-24 23:55:44,373 semantic_segmentation INFO: Iters: 28220/150000 || Lr: 0.016579 || Task Loss: 0.4882 || 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: 13:09:28 || Estimated Time: 2 days, 8:46:52
2023-07-24 23:56:01,220 semantic_segmentation INFO: Iters: 28230/150000 || Lr: 0.016578 || Task Loss: 0.8125 || KD Loss: 0.2872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:09:45 || Estimated Time: 2 days, 8:46:35
2023-07-24 23:56:18,135 semantic_segmentation INFO: Iters: 28240/150000 || Lr: 0.016577 || Task Loss: 0.4652 || KD Loss: 0.1276|| 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: 13:10:02 || Estimated Time: 2 days, 8:46:19
2023-07-24 23:56:34,977 semantic_segmentation INFO: Iters: 28250/150000 || Lr: 0.016576 || Task Loss: 0.4840 || KD Loss: 0.0809|| 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: 13:10:19 || Estimated Time: 2 days, 8:46:03
2023-07-24 23:56:51,989 semantic_segmentation INFO: Iters: 28260/150000 || Lr: 0.016575 || Task Loss: 0.6695 || KD Loss: 0.2346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2679|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:36 || Estimated Time: 2 days, 8:45:47
2023-07-24 23:57:08,859 semantic_segmentation INFO: Iters: 28270/150000 || Lr: 0.016573 || Task Loss: 0.5709 || KD Loss: 0.1450|| 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: 13:10:53 || Estimated Time: 2 days, 8:45:30
2023-07-24 23:57:25,933 semantic_segmentation INFO: Iters: 28280/150000 || Lr: 0.016572 || Task Loss: 0.4139 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:10 || Estimated Time: 2 days, 8:45:15
2023-07-24 23:57:42,834 semantic_segmentation INFO: Iters: 28290/150000 || Lr: 0.016571 || Task Loss: 0.6044 || KD Loss: 0.1749|| 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: 13:11:27 || Estimated Time: 2 days, 8:44:58
2023-07-24 23:57:59,660 semantic_segmentation INFO: Iters: 28300/150000 || Lr: 0.016570 || Task Loss: 0.7721 || KD Loss: 0.2985|| 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: 13:11:44 || Estimated Time: 2 days, 8:44:42
2023-07-24 23:58:16,522 semantic_segmentation INFO: Iters: 28310/150000 || Lr: 0.016568 || Task Loss: 0.8706 || KD Loss: 0.3273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:01 || Estimated Time: 2 days, 8:44:26
2023-07-24 23:58:33,443 semantic_segmentation INFO: Iters: 28320/150000 || Lr: 0.016567 || Task Loss: 0.5030 || KD Loss: 0.1725|| 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: 13:12:17 || Estimated Time: 2 days, 8:44:09
2023-07-24 23:58:50,313 semantic_segmentation INFO: Iters: 28330/150000 || Lr: 0.016566 || Task Loss: 0.6350 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:34 || Estimated Time: 2 days, 8:43:53
2023-07-24 23:59:07,241 semantic_segmentation INFO: Iters: 28340/150000 || Lr: 0.016565 || Task Loss: 0.6790 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:12:51 || Estimated Time: 2 days, 8:43:37
2023-07-24 23:59:24,467 semantic_segmentation INFO: Iters: 28350/150000 || Lr: 0.016563 || Task Loss: 0.5925 || KD Loss: 0.1670|| 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: 13:13:08 || Estimated Time: 2 days, 8:43:21
2023-07-24 23:59:41,327 semantic_segmentation INFO: Iters: 28360/150000 || Lr: 0.016562 || Task Loss: 0.4693 || KD Loss: 0.0928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:25 || Estimated Time: 2 days, 8:43:05
2023-07-24 23:59:58,214 semantic_segmentation INFO: Iters: 28370/150000 || Lr: 0.016561 || Task Loss: 0.5935 || KD Loss: 0.1683|| 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: 13:13:42 || Estimated Time: 2 days, 8:42:49
2023-07-25 00:00:15,077 semantic_segmentation INFO: Iters: 28380/150000 || Lr: 0.016560 || Task Loss: 0.7297 || KD Loss: 0.2166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:59 || Estimated Time: 2 days, 8:42:32
2023-07-25 00:00:31,890 semantic_segmentation INFO: Iters: 28390/150000 || Lr: 0.016559 || Task Loss: 0.7865 || KD Loss: 0.2957|| 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: 13:14:16 || Estimated Time: 2 days, 8:42:16
2023-07-25 00:00:48,764 semantic_segmentation INFO: Iters: 28400/150000 || Lr: 0.016557 || Task Loss: 0.4523 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:33 || Estimated Time: 2 days, 8:41:59
2023-07-25 00:01:05,515 semantic_segmentation INFO: Iters: 28410/150000 || Lr: 0.016556 || Task Loss: 0.5100 || KD Loss: 0.1229|| 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: 13:14:49 || Estimated Time: 2 days, 8:41:42
2023-07-25 00:01:22,470 semantic_segmentation INFO: Iters: 28420/150000 || Lr: 0.016555 || Task Loss: 0.6823 || KD Loss: 0.2564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:06 || Estimated Time: 2 days, 8:41:26
2023-07-25 00:01:39,267 semantic_segmentation INFO: Iters: 28430/150000 || Lr: 0.016554 || Task Loss: 0.5767 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:23 || Estimated Time: 2 days, 8:41:10
2023-07-25 00:01:56,080 semantic_segmentation INFO: Iters: 28440/150000 || Lr: 0.016552 || Task Loss: 1.1903 || KD Loss: 0.5389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:40 || Estimated Time: 2 days, 8:40:53
2023-07-25 00:02:12,989 semantic_segmentation INFO: Iters: 28450/150000 || Lr: 0.016551 || Task Loss: 0.4724 || KD Loss: 0.1070|| 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: 13:15:57 || Estimated Time: 2 days, 8:40:37
2023-07-25 00:02:29,835 semantic_segmentation INFO: Iters: 28460/150000 || Lr: 0.016550 || Task Loss: 0.4820 || KD Loss: 0.1367|| 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: 13:16:14 || Estimated Time: 2 days, 8:40:20
2023-07-25 00:02:46,656 semantic_segmentation INFO: Iters: 28470/150000 || Lr: 0.016549 || Task Loss: 0.9317 || KD Loss: 0.3367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2860|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:31 || Estimated Time: 2 days, 8:40:04
2023-07-25 00:03:03,990 semantic_segmentation INFO: Iters: 28480/150000 || Lr: 0.016548 || Task Loss: 0.3842 || KD Loss: 0.1018|| 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: 13:16:48 || Estimated Time: 2 days, 8:39:49
2023-07-25 00:03:20,769 semantic_segmentation INFO: Iters: 28490/150000 || Lr: 0.016546 || Task Loss: 0.5645 || KD Loss: 0.1618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:05 || Estimated Time: 2 days, 8:39:32
2023-07-25 00:03:37,783 semantic_segmentation INFO: Iters: 28500/150000 || Lr: 0.016545 || Task Loss: 0.7292 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:22 || Estimated Time: 2 days, 8:39:16
2023-07-25 00:03:54,858 semantic_segmentation INFO: Iters: 28510/150000 || Lr: 0.016544 || Task Loss: 0.5126 || KD Loss: 0.1030|| 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: 13:17:39 || Estimated Time: 2 days, 8:39:01
2023-07-25 00:04:12,042 semantic_segmentation INFO: Iters: 28520/150000 || Lr: 0.016543 || Task Loss: 0.7790 || KD Loss: 0.2008|| 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: 13:17:56 || Estimated Time: 2 days, 8:38:46
2023-07-25 00:04:28,811 semantic_segmentation INFO: Iters: 28530/150000 || Lr: 0.016541 || Task Loss: 0.4910 || KD Loss: 0.1432|| 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: 13:18:13 || Estimated Time: 2 days, 8:38:29
2023-07-25 00:04:45,663 semantic_segmentation INFO: Iters: 28540/150000 || Lr: 0.016540 || Task Loss: 0.7745 || KD Loss: 0.2477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2707|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:18:30 || Estimated Time: 2 days, 8:38:12
2023-07-25 00:05:02,527 semantic_segmentation INFO: Iters: 28550/150000 || Lr: 0.016539 || Task Loss: 0.3826 || KD Loss: 0.0804|| 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: 13:18:47 || Estimated Time: 2 days, 8:37:56
2023-07-25 00:05:19,441 semantic_segmentation INFO: Iters: 28560/150000 || Lr: 0.016538 || Task Loss: 0.6295 || KD Loss: 0.1699|| 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: 13:19:03 || Estimated Time: 2 days, 8:37:40
2023-07-25 00:05:36,426 semantic_segmentation INFO: Iters: 28570/150000 || Lr: 0.016537 || Task Loss: 0.6751 || KD Loss: 0.2630|| 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: 13:19:20 || Estimated Time: 2 days, 8:37:24
2023-07-25 00:05:53,233 semantic_segmentation INFO: Iters: 28580/150000 || Lr: 0.016535 || Task Loss: 0.6610 || KD Loss: 0.1801|| 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: 13:19:37 || Estimated Time: 2 days, 8:37:07
2023-07-25 00:06:12,265 semantic_segmentation INFO: Iters: 28590/150000 || Lr: 0.016534 || Task Loss: 0.4384 || KD Loss: 0.0805|| 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: 13:19:56 || Estimated Time: 2 days, 8:36:59
2023-07-25 00:06:30,811 semantic_segmentation INFO: Iters: 28600/150000 || Lr: 0.016533 || Task Loss: 0.4700 || KD Loss: 0.1247|| 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: 13:20:15 || Estimated Time: 2 days, 8:36:50
2023-07-25 00:06:47,562 semantic_segmentation INFO: Iters: 28610/150000 || Lr: 0.016532 || Task Loss: 0.5008 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:32 || Estimated Time: 2 days, 8:36:34
2023-07-25 00:07:05,194 semantic_segmentation INFO: Iters: 28620/150000 || Lr: 0.016530 || Task Loss: 0.3707 || KD Loss: 0.1085|| 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: 13:20:49 || Estimated Time: 2 days, 8:36:20
2023-07-25 00:07:21,964 semantic_segmentation INFO: Iters: 28630/150000 || Lr: 0.016529 || Task Loss: 0.5941 || KD Loss: 0.2160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:06 || Estimated Time: 2 days, 8:36:03
2023-07-25 00:07:38,713 semantic_segmentation INFO: Iters: 28640/150000 || Lr: 0.016528 || Task Loss: 0.6255 || KD Loss: 0.1674|| 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: 13:21:23 || Estimated Time: 2 days, 8:35:46
2023-07-25 00:07:55,574 semantic_segmentation INFO: Iters: 28650/150000 || Lr: 0.016527 || Task Loss: 0.7857 || KD Loss: 0.2720|| 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: 13:21:40 || Estimated Time: 2 days, 8:35:30
2023-07-25 00:08:12,535 semantic_segmentation INFO: Iters: 28660/150000 || Lr: 0.016526 || Task Loss: 0.3975 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:57 || Estimated Time: 2 days, 8:35:14
2023-07-25 00:08:29,483 semantic_segmentation INFO: Iters: 28670/150000 || Lr: 0.016524 || Task Loss: 0.4827 || KD Loss: 0.1150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:13 || Estimated Time: 2 days, 8:34:58
2023-07-25 00:08:46,344 semantic_segmentation INFO: Iters: 28680/150000 || Lr: 0.016523 || Task Loss: 0.6669 || KD Loss: 0.2392|| 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: 13:22:30 || Estimated Time: 2 days, 8:34:41
2023-07-25 00:09:03,286 semantic_segmentation INFO: Iters: 28690/150000 || Lr: 0.016522 || Task Loss: 0.3888 || KD Loss: 0.0948|| 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: 13:22:47 || Estimated Time: 2 days, 8:34:25
2023-07-25 00:09:20,196 semantic_segmentation INFO: Iters: 28700/150000 || Lr: 0.016521 || Task Loss: 0.6295 || KD Loss: 0.2011|| 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: 13:23:04 || Estimated Time: 2 days, 8:34:09
2023-07-25 00:09:37,083 semantic_segmentation INFO: Iters: 28710/150000 || Lr: 0.016519 || Task Loss: 0.6485 || KD Loss: 0.2073|| 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: 13:23:21 || Estimated Time: 2 days, 8:33:52
2023-07-25 00:09:53,939 semantic_segmentation INFO: Iters: 28720/150000 || Lr: 0.016518 || Task Loss: 0.4755 || KD Loss: 0.1591|| 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: 13:23:38 || Estimated Time: 2 days, 8:33:36
2023-07-25 00:10:10,858 semantic_segmentation INFO: Iters: 28730/150000 || Lr: 0.016517 || Task Loss: 0.4746 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:55 || Estimated Time: 2 days, 8:33:20
2023-07-25 00:10:27,722 semantic_segmentation INFO: Iters: 28740/150000 || Lr: 0.016516 || Task Loss: 0.7863 || KD Loss: 0.2742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:12 || Estimated Time: 2 days, 8:33:03
2023-07-25 00:10:44,654 semantic_segmentation INFO: Iters: 28750/150000 || Lr: 0.016514 || Task Loss: 0.6752 || KD Loss: 0.1692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:24:29 || Estimated Time: 2 days, 8:32:47
2023-07-25 00:11:01,514 semantic_segmentation INFO: Iters: 28760/150000 || Lr: 0.016513 || Task Loss: 0.4791 || KD Loss: 0.0949|| 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: 13:24:45 || Estimated Time: 2 days, 8:32:31
2023-07-25 00:11:18,372 semantic_segmentation INFO: Iters: 28770/150000 || Lr: 0.016512 || Task Loss: 0.5731 || KD Loss: 0.2347|| 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: 13:25:02 || Estimated Time: 2 days, 8:32:14
2023-07-25 00:11:35,428 semantic_segmentation INFO: Iters: 28780/150000 || Lr: 0.016511 || Task Loss: 0.4579 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:19 || Estimated Time: 2 days, 8:31:58
2023-07-25 00:11:52,235 semantic_segmentation INFO: Iters: 28790/150000 || Lr: 0.016510 || Task Loss: 0.6424 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:36 || Estimated Time: 2 days, 8:31:42
2023-07-25 00:12:09,233 semantic_segmentation INFO: Iters: 28800/150000 || Lr: 0.016508 || Task Loss: 0.4423 || KD Loss: 0.0991|| 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: 13:25:53 || Estimated Time: 2 days, 8:31:26
2023-07-25 00:12:09,347 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:12:09,801 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-25 00:12:09,813 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.133
2023-07-25 00:12:09,827 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.150
2023-07-25 00:12:09,841 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.145
2023-07-25 00:12:09,854 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.215
2023-07-25 00:12:09,866 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.902, mIoU: 0.233
2023-07-25 00:12:09,879 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.912, mIoU: 0.273
2023-07-25 00:12:09,893 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.280
2023-07-25 00:12:09,905 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.928, mIoU: 0.321
2023-07-25 00:12:09,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.919, mIoU: 0.361
2023-07-25 00:12:09,932 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.419
2023-07-25 00:12:09,946 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.463
2023-07-25 00:12:09,958 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.884, mIoU: 0.395
2023-07-25 00:12:09,972 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.886, mIoU: 0.386
2023-07-25 00:12:09,986 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.890, mIoU: 0.379
2023-07-25 00:12:09,998 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.891, mIoU: 0.373
2023-07-25 00:12:10,009 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.884, mIoU: 0.364
2023-07-25 00:12:10,021 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.887, mIoU: 0.364
2023-07-25 00:12:10,034 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.891, mIoU: 0.365
2023-07-25 00:12:10,050 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.893, mIoU: 0.413
2023-07-25 00:12:10,066 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.898, mIoU: 0.426
2023-07-25 00:12:10,080 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.432
2023-07-25 00:12:10,094 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.897, mIoU: 0.457
2023-07-25 00:12:10,109 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.457
2023-07-25 00:12:10,124 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.903, mIoU: 0.456
2023-07-25 00:12:10,138 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.901, mIoU: 0.456
2023-07-25 00:12:10,153 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.904, mIoU: 0.459
2023-07-25 00:12:10,164 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.906, mIoU: 0.461
2023-07-25 00:12:10,179 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.901, mIoU: 0.455
2023-07-25 00:12:10,193 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.905, mIoU: 0.455
2023-07-25 00:12:10,207 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.908, mIoU: 0.460
2023-07-25 00:12:10,222 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.910, mIoU: 0.459
2023-07-25 00:12:10,236 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.911, mIoU: 0.463
2023-07-25 00:12:10,251 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.911, mIoU: 0.459
2023-07-25 00:12:10,265 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.477
2023-07-25 00:12:10,280 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.478
2023-07-25 00:12:10,293 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.475
2023-07-25 00:12:10,305 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-25 00:12:10,322 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-25 00:12:10,335 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-25 00:12:10,349 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.526
2023-07-25 00:12:10,364 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.526
2023-07-25 00:12:10,379 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.520
2023-07-25 00:12:10,393 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-25 00:12:10,409 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.522
2023-07-25 00:12:10,424 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.525
2023-07-25 00:12:10,438 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.530
2023-07-25 00:12:10,451 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.530
2023-07-25 00:12:10,465 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.525
2023-07-25 00:12:10,482 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.911, mIoU: 0.522
2023-07-25 00:12:10,498 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.521
2023-07-25 00:12:10,514 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.912, mIoU: 0.521
2023-07-25 00:12:10,527 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.913, mIoU: 0.520
2023-07-25 00:12:10,543 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.521
2023-07-25 00:12:10,558 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.523
2023-07-25 00:12:10,571 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.517
2023-07-25 00:12:10,586 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.515
2023-07-25 00:12:10,603 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.514
2023-07-25 00:12:10,616 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-25 00:12:10,631 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.910, mIoU: 0.565
2023-07-25 00:12:10,644 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.533
2023-07-25 00:12:10,658 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.531
2023-07-25 00:12:10,671 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.909, mIoU: 0.531
2023-07-25 00:12:10,688 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-25 00:12:10,701 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.911, mIoU: 0.538
2023-07-25 00:12:10,716 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.911, mIoU: 0.537
2023-07-25 00:12:10,731 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.913, mIoU: 0.538
2023-07-25 00:12:10,745 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.574
2023-07-25 00:12:10,761 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.575
2023-07-25 00:12:10,776 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.573
2023-07-25 00:12:10,793 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.911, mIoU: 0.594
2023-07-25 00:12:10,806 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.594
2023-07-25 00:12:10,821 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.598
2023-07-25 00:12:10,836 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.598
2023-07-25 00:12:10,851 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.603
2023-07-25 00:12:10,866 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.599
2023-07-25 00:12:10,881 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.593
2023-07-25 00:12:10,890 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.592
2023-07-25 00:12:10,905 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 00:12:10,921 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-25 00:12:10,934 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 00:12:10,949 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 00:12:10,964 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 00:12:10,980 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-25 00:12:10,995 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 00:12:11,011 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.597
2023-07-25 00:12:11,026 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 00:12:11,040 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.595
2023-07-25 00:12:11,056 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.594
2023-07-25 00:12:11,071 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 00:12:11,085 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 00:12:11,101 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.903, mIoU: 0.593
2023-07-25 00:12:11,116 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.903, mIoU: 0.596
2023-07-25 00:12:11,131 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 00:12:11,146 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 00:12:11,161 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 00:12:11,174 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 00:12:11,187 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 00:12:11,201 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 00:12:11,215 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 00:12:11,229 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 00:12:11,243 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 00:12:11,256 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 00:12:11,271 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-25 00:12:11,285 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 00:12:11,298 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 00:12:11,313 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 00:12:11,328 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 00:12:11,341 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:12:11,354 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 00:12:11,367 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 00:12:11,380 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:12:11,396 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 00:12:11,411 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 00:12:11,426 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 00:12:11,439 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 00:12:11,452 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-25 00:12:11,467 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:12:11,480 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:12:11,495 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.605
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2023-07-25 00:12:17,195 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:12:17,210 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:12:17,225 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:12:17,238 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:12:17,253 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:12:17,268 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:12:17,281 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:12:17,295 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:12:17,306 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 00:12:17,321 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 00:12:17,334 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 00:12:17,345 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 00:12:17,357 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 00:12:17,372 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,386 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,400 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,415 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,423 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,439 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,454 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,469 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,483 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 00:12:17,497 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,511 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,524 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,540 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,555 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,570 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,583 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,596 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,612 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,626 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,641 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,655 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 00:12:17,670 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 00:12:17,686 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 00:12:17,701 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 00:12:17,714 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 00:12:17,729 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:12:17,743 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:12:17,756 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:12:17,770 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:12:17,785 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,799 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,813 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,826 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,840 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,855 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:17,871 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:17,880 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,894 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,910 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,922 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:17,938 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:12:17,951 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:17,966 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:17,981 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:17,995 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:18,008 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:18,020 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,034 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,048 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,063 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:18,079 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,093 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,108 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,121 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 00:12:18,136 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,153 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:12:18,166 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,181 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,196 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,211 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,225 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,240 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,252 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,267 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,282 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,296 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,310 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:12:18,325 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 00:12:18,337 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 00:12:18,352 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 00:12:18,367 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,382 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,395 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,409 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,424 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,441 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 00:12:18,455 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 00:12:18,471 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,485 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,500 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,515 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,529 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,542 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,557 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,572 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,587 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,600 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,615 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,628 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 00:12:18,643 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 00:12:18,657 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 00:12:18,673 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 00:12:18,687 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 00:12:18,702 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 00:12:18,717 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 00:12:18,731 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 00:12:18,745 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 00:12:18,759 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,774 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,792 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,807 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,823 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,833 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:18,846 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 00:12:18,861 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,874 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 00:12:18,888 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 00:12:18,901 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,914 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,929 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,946 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,961 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:18,977 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:18,990 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,004 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,017 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,031 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,045 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,060 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,075 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,090 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,104 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,117 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,132 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,147 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 00:12:19,160 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,174 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,188 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,204 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 00:12:19,218 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,231 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,245 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 00:12:19,260 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,275 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,288 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 00:12:19,301 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,308 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,323 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,338 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,353 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,369 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,384 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 00:12:19,399 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 00:12:19,444 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-25 00:12:19,635 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-25 00:12:19,790 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-25 00:12:19,822 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:19,838 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-25 00:12:19,881 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 00:12:19,894 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:19,907 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-25 00:12:19,939 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 00:12:19,952 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 00:12:19,965 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:19,980 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:19,995 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,010 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,025 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,040 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,054 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,069 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,082 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,097 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,112 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 00:12:20,127 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 00:12:20,143 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,156 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 00:12:20,175 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 00:12:20,190 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 00:12:20,203 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,216 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,231 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,246 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,261 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,276 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,288 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 00:12:20,300 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,314 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,327 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 00:12:20,342 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 00:12:20,359 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 00:12:20,373 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,388 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,402 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,418 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,433 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,447 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,460 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,476 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:20,491 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:20,505 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:20,520 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,535 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,550 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,563 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:20,578 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,593 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,609 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,622 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,636 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,649 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:20,664 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,677 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,690 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:20,704 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,718 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,731 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,746 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:20,761 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,776 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,791 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,804 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,816 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,830 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:20,843 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,856 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,868 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:20,884 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,897 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,910 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,924 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,939 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,954 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,970 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,983 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:20,996 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,011 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,027 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,042 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,057 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,070 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,083 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,095 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,111 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,127 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,141 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,156 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,167 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,181 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,198 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,213 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,226 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,240 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,253 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,268 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,281 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,296 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 00:12:21,309 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,323 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,338 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,351 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,366 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,381 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,396 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,411 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,426 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,442 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,457 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,471 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,486 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,501 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,514 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,528 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,541 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:21,557 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:21,572 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,588 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,604 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,615 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,630 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,646 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,661 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,674 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,690 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,705 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,718 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:21,732 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:21,747 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:21,762 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:21,775 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:21,786 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:21,803 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,818 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,834 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,847 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 00:12:21,862 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:21,878 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,893 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,909 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,922 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,938 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,952 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,967 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,982 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:21,995 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,010 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,023 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:22,038 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:22,053 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:22,068 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:22,082 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,096 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,111 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,124 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,140 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,154 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,169 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,184 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,195 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,211 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,224 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,239 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,254 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,270 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,283 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,298 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,313 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,327 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,343 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,359 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,372 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,387 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,403 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:22,418 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,431 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 00:12:22,447 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:22,463 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,478 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,491 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,506 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,521 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,534 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,549 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,564 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,577 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,591 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,604 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,618 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,633 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,648 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,663 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,678 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,693 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,706 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,719 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:22,733 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:22,746 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:22,759 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,774 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,788 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,803 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:22,819 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,832 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,845 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,861 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,876 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:22,890 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,905 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,918 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,933 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,948 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,964 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,979 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:22,994 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:23,003 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,019 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,035 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,048 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,062 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,077 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,092 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,104 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,119 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,134 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,150 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,165 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,179 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,196 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,213 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,227 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,242 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,257 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,271 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 00:12:23,284 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,299 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,314 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,329 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,336 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,349 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,363 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,375 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 00:12:23,386 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:23,401 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:23,416 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:23,431 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 00:12:23,443 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,456 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,471 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,481 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,496 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,509 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,524 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,539 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,553 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,568 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,579 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,592 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,606 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,621 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,636 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,651 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,665 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,675 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,687 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,700 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,712 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,728 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 00:12:23,741 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,756 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:23,772 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,788 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,802 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,818 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,833 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,847 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,863 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,876 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,890 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,905 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,920 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:23,932 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,945 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,960 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:23,972 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:23,987 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,000 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,014 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,028 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,045 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,061 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,075 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,091 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,106 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,122 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,137 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,150 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,163 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,179 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,194 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 00:12:24,209 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 00:12:24,226 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,243 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,258 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 00:12:24,272 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,286 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,298 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,312 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,322 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,335 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,349 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,360 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,374 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,388 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 00:12:24,402 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,417 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,431 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,446 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,460 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,472 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,487 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,499 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,513 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,527 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,540 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,554 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,566 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,580 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,594 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,609 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,623 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,637 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,649 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,662 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,677 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:24,691 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,704 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,720 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,736 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,751 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,764 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,777 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,793 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,809 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,825 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,839 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,852 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,867 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,881 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,896 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:24,910 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,925 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,940 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,954 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,968 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,983 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:24,997 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 00:12:25,011 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:25,026 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:25,038 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:25,053 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:25,068 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 00:12:25,084 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:25,097 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 00:12:25,112 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,127 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,144 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,157 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,172 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,187 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,202 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,217 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,234 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,251 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,264 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,279 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,294 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,307 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,321 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,333 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,342 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,356 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,371 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,383 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,398 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,412 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,424 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:25,436 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,451 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,466 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,480 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-25 00:12:25,511 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,528 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,543 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,557 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,574 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,590 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,605 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,618 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:25,632 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,647 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,662 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,678 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,693 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,705 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,721 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,734 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,747 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,762 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,777 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:25,806 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,818 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 00:12:25,833 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:25,861 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 00:12:25,876 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:25,904 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,917 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:25,930 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:25,989 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,004 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:26,044 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.917, mIoU: 0.645
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2023-07-25 00:12:26,073 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-25 00:12:26,119 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:26,132 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 00:12:26,146 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,161 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-25 00:12:26,188 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,201 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-25 00:12:26,287 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,301 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,315 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,327 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,342 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:26,356 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 00:12:26,371 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:26,385 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,398 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 00:12:26,410 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:26,424 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:26,439 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:26,453 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 00:12:26,466 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 00:12:26,581 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 00:12:26,608 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 00:12:26,665 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,680 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,696 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,711 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,725 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,738 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,753 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,766 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 00:12:26,779 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,794 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 00:12:26,809 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:26,822 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:26,836 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,847 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:26,861 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,876 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,891 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,903 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,918 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,934 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,950 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,962 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,977 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:26,992 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,003 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,018 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:27,034 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:27,049 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,062 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,075 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,090 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,104 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,119 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,131 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,146 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,158 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,171 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,185 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:27,199 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,214 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,228 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,243 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,256 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,271 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,285 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,299 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,313 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,326 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,338 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,354 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,369 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:27,384 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,397 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,410 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,425 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,440 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,453 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,466 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,481 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,496 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,511 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,525 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,540 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,556 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,569 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,584 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,599 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,612 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,627 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 00:12:27,642 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,657 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 00:12:27,672 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,687 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 00:12:27,702 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,717 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,731 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:27,746 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,760 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,776 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,790 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:27,805 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,819 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,832 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,845 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,860 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,875 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,888 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,902 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,917 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,932 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,948 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 00:12:27,964 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,979 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:27,994 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,007 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,021 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,035 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,049 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,062 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,078 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,094 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:28,108 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 00:12:28,121 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,137 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,148 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,162 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,177 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,192 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,207 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,221 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,239 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,253 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,268 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,281 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,297 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,312 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,327 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,340 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,355 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,371 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,385 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,400 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,412 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:28,427 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 00:12:28,442 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,457 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,472 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,484 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,499 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:28,514 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:28,528 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:28,543 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 00:12:28,558 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,573 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,588 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,599 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,613 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,626 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,639 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,656 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,671 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,685 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,698 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,711 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,725 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,739 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,754 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,768 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,783 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,796 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,811 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,826 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,839 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,854 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,869 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,882 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,897 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,908 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,924 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,939 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 00:12:28,955 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,970 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,983 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:28,996 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:29,010 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:12:29,025 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,039 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,052 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,065 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,080 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,095 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,110 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,123 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,137 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,154 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,170 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,185 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,200 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,208 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,224 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,236 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,250 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,265 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,280 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 00:12:29,296 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,313 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,329 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-25 00:12:29,360 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 00:12:29,373 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,388 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-25 00:12:29,435 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,451 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,468 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,481 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,495 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,510 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,524 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,537 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,550 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,565 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,580 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,595 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:12:29,610 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,625 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,640 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,655 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,668 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,684 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,697 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,712 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,728 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,743 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,758 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,771 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:29,786 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,800 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-25 00:12:29,829 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,843 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,858 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,873 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,885 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,899 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,912 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,927 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,941 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,956 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,971 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:29,985 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:29,999 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,009 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,024 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,037 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,052 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:12:30,067 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,081 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,096 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,108 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,117 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,134 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,149 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,164 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,177 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,192 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,207 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,220 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,236 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,251 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,265 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,279 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,292 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,310 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,326 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,341 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,354 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,369 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,384 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:12:30,398 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:30,414 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:30,427 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:30,441 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:30,455 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:30,472 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:12:47,346 semantic_segmentation INFO: Iters: 28810/150000 || Lr: 0.016507 || Task Loss: 0.4745 || KD Loss: 0.1410|| 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: 13:26:31 || Estimated Time: 2 days, 8:32:39
2023-07-25 00:13:04,136 semantic_segmentation INFO: Iters: 28820/150000 || Lr: 0.016506 || Task Loss: 0.5282 || KD Loss: 0.1261|| 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: 13:26:48 || Estimated Time: 2 days, 8:32:22
2023-07-25 00:13:21,134 semantic_segmentation INFO: Iters: 28830/150000 || Lr: 0.016505 || Task Loss: 0.5695 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:05 || Estimated Time: 2 days, 8:32:06
2023-07-25 00:13:37,941 semantic_segmentation INFO: Iters: 28840/150000 || Lr: 0.016503 || Task Loss: 0.7109 || KD Loss: 0.2381|| 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: 13:27:22 || Estimated Time: 2 days, 8:31:49
2023-07-25 00:13:54,901 semantic_segmentation INFO: Iters: 28850/150000 || Lr: 0.016502 || Task Loss: 0.6248 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:39 || Estimated Time: 2 days, 8:31:33
2023-07-25 00:14:11,877 semantic_segmentation INFO: Iters: 28860/150000 || Lr: 0.016501 || Task Loss: 0.4383 || KD Loss: 0.1321|| 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: 13:27:56 || Estimated Time: 2 days, 8:31:17
2023-07-25 00:14:28,737 semantic_segmentation INFO: Iters: 28870/150000 || Lr: 0.016500 || Task Loss: 0.5268 || KD Loss: 0.1482|| 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: 13:28:13 || Estimated Time: 2 days, 8:31:01
2023-07-25 00:14:45,726 semantic_segmentation INFO: Iters: 28880/150000 || Lr: 0.016499 || Task Loss: 0.4531 || KD Loss: 0.1157|| 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: 13:28:30 || Estimated Time: 2 days, 8:30:44
2023-07-25 00:15:02,644 semantic_segmentation INFO: Iters: 28890/150000 || Lr: 0.016497 || Task Loss: 0.6434 || KD Loss: 0.2875|| 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: 13:28:47 || Estimated Time: 2 days, 8:30:28
2023-07-25 00:15:19,502 semantic_segmentation INFO: Iters: 28900/150000 || Lr: 0.016496 || Task Loss: 0.5760 || KD Loss: 0.1705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:03 || Estimated Time: 2 days, 8:30:12
2023-07-25 00:15:36,493 semantic_segmentation INFO: Iters: 28910/150000 || Lr: 0.016495 || Task Loss: 0.5529 || KD Loss: 0.1659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:20 || Estimated Time: 2 days, 8:29:56
2023-07-25 00:15:53,417 semantic_segmentation INFO: Iters: 28920/150000 || Lr: 0.016494 || Task Loss: 0.7789 || KD Loss: 0.3014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:37 || Estimated Time: 2 days, 8:29:39
2023-07-25 00:16:10,283 semantic_segmentation INFO: Iters: 28930/150000 || Lr: 0.016492 || Task Loss: 0.3442 || KD Loss: 0.0804|| 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: 13:29:54 || Estimated Time: 2 days, 8:29:23
2023-07-25 00:16:27,189 semantic_segmentation INFO: Iters: 28940/150000 || Lr: 0.016491 || Task Loss: 0.4857 || KD Loss: 0.1584|| 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: 13:30:11 || Estimated Time: 2 days, 8:29:07
2023-07-25 00:16:44,081 semantic_segmentation INFO: Iters: 28950/150000 || Lr: 0.016490 || Task Loss: 0.6016 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:30:28 || Estimated Time: 2 days, 8:28:50
2023-07-25 00:17:01,002 semantic_segmentation INFO: Iters: 28960/150000 || Lr: 0.016489 || Task Loss: 0.5223 || KD Loss: 0.1692|| 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: 13:30:45 || Estimated Time: 2 days, 8:28:34
2023-07-25 00:17:17,880 semantic_segmentation INFO: Iters: 28970/150000 || Lr: 0.016488 || Task Loss: 0.6018 || KD Loss: 0.1335|| 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: 13:31:02 || Estimated Time: 2 days, 8:28:17
2023-07-25 00:17:35,404 semantic_segmentation INFO: Iters: 28980/150000 || Lr: 0.016486 || Task Loss: 0.4251 || KD Loss: 0.1069|| 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: 13:31:19 || Estimated Time: 2 days, 8:28:04
2023-07-25 00:17:52,224 semantic_segmentation INFO: Iters: 28990/150000 || Lr: 0.016485 || Task Loss: 0.6824 || KD Loss: 0.2799|| 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: 13:31:36 || Estimated Time: 2 days, 8:27:47
2023-07-25 00:18:09,056 semantic_segmentation INFO: Iters: 29000/150000 || Lr: 0.016484 || Task Loss: 0.6649 || KD Loss: 0.2474|| 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: 13:31:53 || Estimated Time: 2 days, 8:27:30
2023-07-25 00:18:25,945 semantic_segmentation INFO: Iters: 29010/150000 || Lr: 0.016483 || Task Loss: 0.6109 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:10 || Estimated Time: 2 days, 8:27:14
2023-07-25 00:18:42,946 semantic_segmentation INFO: Iters: 29020/150000 || Lr: 0.016481 || Task Loss: 0.6329 || KD Loss: 0.1594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2719|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:27 || Estimated Time: 2 days, 8:26:58
2023-07-25 00:18:59,856 semantic_segmentation INFO: Iters: 29030/150000 || Lr: 0.016480 || Task Loss: 0.9936 || KD Loss: 0.3672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:44 || Estimated Time: 2 days, 8:26:42
2023-07-25 00:19:17,177 semantic_segmentation INFO: Iters: 29040/150000 || Lr: 0.016479 || Task Loss: 0.6547 || KD Loss: 0.2044|| 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: 13:33:01 || Estimated Time: 2 days, 8:26:27
2023-07-25 00:19:33,988 semantic_segmentation INFO: Iters: 29050/150000 || Lr: 0.016478 || Task Loss: 0.4268 || KD Loss: 0.0864|| 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: 13:33:18 || Estimated Time: 2 days, 8:26:10
2023-07-25 00:19:50,904 semantic_segmentation INFO: Iters: 29060/150000 || Lr: 0.016476 || Task Loss: 0.6844 || KD Loss: 0.2640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:35 || Estimated Time: 2 days, 8:25:54
2023-07-25 00:20:07,824 semantic_segmentation INFO: Iters: 29070/150000 || Lr: 0.016475 || Task Loss: 0.4991 || KD Loss: 0.1140|| 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: 13:33:52 || Estimated Time: 2 days, 8:25:38
2023-07-25 00:20:24,660 semantic_segmentation INFO: Iters: 29080/150000 || Lr: 0.016474 || Task Loss: 0.5091 || KD Loss: 0.1603|| 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: 13:34:09 || Estimated Time: 2 days, 8:25:21
2023-07-25 00:20:41,568 semantic_segmentation INFO: Iters: 29090/150000 || Lr: 0.016473 || Task Loss: 0.4379 || KD Loss: 0.1024|| 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: 13:34:26 || Estimated Time: 2 days, 8:25:05
2023-07-25 00:20:58,459 semantic_segmentation INFO: Iters: 29100/150000 || Lr: 0.016472 || Task Loss: 0.5228 || KD Loss: 0.1529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:42 || Estimated Time: 2 days, 8:24:48
2023-07-25 00:21:15,420 semantic_segmentation INFO: Iters: 29110/150000 || Lr: 0.016470 || Task Loss: 0.8044 || KD Loss: 0.3057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:59 || Estimated Time: 2 days, 8:24:32
2023-07-25 00:21:32,314 semantic_segmentation INFO: Iters: 29120/150000 || Lr: 0.016469 || Task Loss: 0.4508 || KD Loss: 0.1046|| 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: 13:35:16 || Estimated Time: 2 days, 8:24:16
2023-07-25 00:21:49,191 semantic_segmentation INFO: Iters: 29130/150000 || Lr: 0.016468 || Task Loss: 0.5858 || KD Loss: 0.1860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:33 || Estimated Time: 2 days, 8:23:59
2023-07-25 00:22:06,079 semantic_segmentation INFO: Iters: 29140/150000 || Lr: 0.016467 || Task Loss: 0.6605 || KD Loss: 0.2131|| 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: 13:35:50 || Estimated Time: 2 days, 8:23:43
2023-07-25 00:22:22,993 semantic_segmentation INFO: Iters: 29150/150000 || Lr: 0.016465 || Task Loss: 0.5832 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:07 || Estimated Time: 2 days, 8:23:26
2023-07-25 00:22:39,800 semantic_segmentation INFO: Iters: 29160/150000 || Lr: 0.016464 || Task Loss: 0.8286 || KD Loss: 0.2609|| 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: 13:36:24 || Estimated Time: 2 days, 8:23:10
2023-07-25 00:22:56,741 semantic_segmentation INFO: Iters: 29170/150000 || Lr: 0.016463 || Task Loss: 0.7725 || KD Loss: 0.3020|| 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: 13:36:41 || Estimated Time: 2 days, 8:22:54
2023-07-25 00:23:13,617 semantic_segmentation INFO: Iters: 29180/150000 || Lr: 0.016462 || Task Loss: 0.5775 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:58 || Estimated Time: 2 days, 8:22:37
2023-07-25 00:23:30,569 semantic_segmentation INFO: Iters: 29190/150000 || Lr: 0.016461 || Task Loss: 0.5840 || KD Loss: 0.1449|| 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: 13:37:15 || Estimated Time: 2 days, 8:22:21
2023-07-25 00:23:47,479 semantic_segmentation INFO: Iters: 29200/150000 || Lr: 0.016459 || Task Loss: 0.5995 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:31 || Estimated Time: 2 days, 8:22:05
2023-07-25 00:24:04,377 semantic_segmentation INFO: Iters: 29210/150000 || Lr: 0.016458 || Task Loss: 0.6507 || KD Loss: 0.1887|| 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: 13:37:48 || Estimated Time: 2 days, 8:21:48
2023-07-25 00:24:21,240 semantic_segmentation INFO: Iters: 29220/150000 || Lr: 0.016457 || Task Loss: 0.5535 || KD Loss: 0.1214|| 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: 13:38:05 || Estimated Time: 2 days, 8:21:32
2023-07-25 00:24:38,403 semantic_segmentation INFO: Iters: 29230/150000 || Lr: 0.016456 || Task Loss: 0.8968 || KD Loss: 0.3377|| 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: 13:38:22 || Estimated Time: 2 days, 8:21:16
2023-07-25 00:24:55,908 semantic_segmentation INFO: Iters: 29240/150000 || Lr: 0.016454 || Task Loss: 0.7235 || KD Loss: 0.2216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:38:40 || Estimated Time: 2 days, 8:21:02
2023-07-25 00:25:12,633 semantic_segmentation INFO: Iters: 29250/150000 || Lr: 0.016453 || Task Loss: 0.5458 || KD Loss: 0.1654|| 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: 13:38:57 || Estimated Time: 2 days, 8:20:46
2023-07-25 00:25:29,582 semantic_segmentation INFO: Iters: 29260/150000 || Lr: 0.016452 || Task Loss: 0.4130 || KD Loss: 0.0855|| 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: 13:39:14 || Estimated Time: 2 days, 8:20:29
2023-07-25 00:25:46,470 semantic_segmentation INFO: Iters: 29270/150000 || Lr: 0.016451 || Task Loss: 0.5087 || KD Loss: 0.1320|| 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: 13:39:30 || Estimated Time: 2 days, 8:20:13
2023-07-25 00:26:03,453 semantic_segmentation INFO: Iters: 29280/150000 || Lr: 0.016449 || Task Loss: 0.5168 || KD Loss: 0.1205|| 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: 13:39:47 || Estimated Time: 2 days, 8:19:57
2023-07-25 00:26:20,403 semantic_segmentation INFO: Iters: 29290/150000 || Lr: 0.016448 || Task Loss: 0.4902 || KD Loss: 0.1355|| 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: 13:40:04 || Estimated Time: 2 days, 8:19:41
2023-07-25 00:26:37,366 semantic_segmentation INFO: Iters: 29300/150000 || Lr: 0.016447 || Task Loss: 0.4587 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:21 || Estimated Time: 2 days, 8:19:24
2023-07-25 00:26:54,181 semantic_segmentation INFO: Iters: 29310/150000 || Lr: 0.016446 || Task Loss: 0.7808 || KD Loss: 0.3189|| 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: 13:40:38 || Estimated Time: 2 days, 8:19:08
2023-07-25 00:27:11,161 semantic_segmentation INFO: Iters: 29320/150000 || Lr: 0.016445 || Task Loss: 0.6858 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:55 || Estimated Time: 2 days, 8:18:52
2023-07-25 00:27:28,028 semantic_segmentation INFO: Iters: 29330/150000 || Lr: 0.016443 || Task Loss: 0.5806 || KD Loss: 0.1261|| 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: 13:41:12 || Estimated Time: 2 days, 8:18:35
2023-07-25 00:27:44,892 semantic_segmentation INFO: Iters: 29340/150000 || Lr: 0.016442 || Task Loss: 0.6111 || KD Loss: 0.1712|| 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: 13:41:29 || Estimated Time: 2 days, 8:18:19
2023-07-25 00:28:01,863 semantic_segmentation INFO: Iters: 29350/150000 || Lr: 0.016441 || Task Loss: 0.7553 || KD Loss: 0.2932|| 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: 13:41:46 || Estimated Time: 2 days, 8:18:03
2023-07-25 00:28:19,279 semantic_segmentation INFO: Iters: 29360/150000 || Lr: 0.016440 || Task Loss: 0.8342 || KD Loss: 0.2194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2875|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:03 || Estimated Time: 2 days, 8:17:48
2023-07-25 00:28:36,334 semantic_segmentation INFO: Iters: 29370/150000 || Lr: 0.016438 || Task Loss: 0.4804 || KD Loss: 0.1355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:20 || Estimated Time: 2 days, 8:17:32
2023-07-25 00:28:53,429 semantic_segmentation INFO: Iters: 29380/150000 || Lr: 0.016437 || Task Loss: 0.6523 || KD Loss: 0.1847|| 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: 13:42:37 || Estimated Time: 2 days, 8:17:17
2023-07-25 00:29:10,284 semantic_segmentation INFO: Iters: 29390/150000 || Lr: 0.016436 || Task Loss: 0.4919 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:54 || Estimated Time: 2 days, 8:17:00
2023-07-25 00:29:27,178 semantic_segmentation INFO: Iters: 29400/150000 || Lr: 0.016435 || Task Loss: 0.5423 || KD Loss: 0.2279|| 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: 13:43:11 || Estimated Time: 2 days, 8:16:44
2023-07-25 00:29:44,114 semantic_segmentation INFO: Iters: 29410/150000 || Lr: 0.016434 || Task Loss: 0.3506 || KD Loss: 0.1051|| 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: 13:43:28 || Estimated Time: 2 days, 8:16:28
2023-07-25 00:30:01,033 semantic_segmentation INFO: Iters: 29420/150000 || Lr: 0.016432 || Task Loss: 0.3743 || KD Loss: 0.0616|| 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: 13:43:45 || Estimated Time: 2 days, 8:16:11
2023-07-25 00:30:17,920 semantic_segmentation INFO: Iters: 29430/150000 || Lr: 0.016431 || Task Loss: 0.5900 || KD Loss: 0.1998|| 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: 13:44:02 || Estimated Time: 2 days, 8:15:55
2023-07-25 00:30:35,462 semantic_segmentation INFO: Iters: 29440/150000 || Lr: 0.016430 || Task Loss: 0.3967 || KD Loss: 0.1130|| 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: 13:44:19 || Estimated Time: 2 days, 8:15:41
2023-07-25 00:30:52,625 semantic_segmentation INFO: Iters: 29450/150000 || Lr: 0.016429 || Task Loss: 0.6486 || KD Loss: 0.2109|| 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: 13:44:37 || Estimated Time: 2 days, 8:15:26
2023-07-25 00:31:13,066 semantic_segmentation INFO: Iters: 29460/150000 || Lr: 0.016427 || Task Loss: 0.5250 || KD Loss: 0.1192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:44:57 || Estimated Time: 2 days, 8:15:23
2023-07-25 00:31:29,988 semantic_segmentation INFO: Iters: 29470/150000 || Lr: 0.016426 || Task Loss: 0.5179 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:45:14 || Estimated Time: 2 days, 8:15:08
2023-07-25 00:31:46,851 semantic_segmentation INFO: Iters: 29480/150000 || Lr: 0.016425 || Task Loss: 0.5593 || KD Loss: 0.1568|| 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: 13:45:31 || Estimated Time: 2 days, 8:14:51
2023-07-25 00:32:03,762 semantic_segmentation INFO: Iters: 29490/150000 || Lr: 0.016424 || Task Loss: 0.5307 || KD Loss: 0.1141|| 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: 13:45:48 || Estimated Time: 2 days, 8:14:35
2023-07-25 00:32:20,628 semantic_segmentation INFO: Iters: 29500/150000 || Lr: 0.016423 || Task Loss: 0.5593 || KD Loss: 0.1404|| 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: 13:46:05 || Estimated Time: 2 days, 8:14:18
2023-07-25 00:32:37,633 semantic_segmentation INFO: Iters: 29510/150000 || Lr: 0.016421 || Task Loss: 0.5449 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 8:14:02
2023-07-25 00:32:54,839 semantic_segmentation INFO: Iters: 29520/150000 || Lr: 0.016420 || Task Loss: 0.3138 || KD Loss: 0.0900|| 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: 13:46:39 || Estimated Time: 2 days, 8:13:47
2023-07-25 00:33:12,104 semantic_segmentation INFO: Iters: 29530/150000 || Lr: 0.016419 || Task Loss: 0.4911 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:56 || Estimated Time: 2 days, 8:13:32
2023-07-25 00:33:29,008 semantic_segmentation INFO: Iters: 29540/150000 || Lr: 0.016418 || Task Loss: 0.5000 || KD Loss: 0.1374|| 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: 13:47:13 || Estimated Time: 2 days, 8:13:16
2023-07-25 00:33:45,886 semantic_segmentation INFO: Iters: 29550/150000 || Lr: 0.016416 || Task Loss: 0.6292 || KD Loss: 0.1943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:30 || Estimated Time: 2 days, 8:12:59
2023-07-25 00:34:02,824 semantic_segmentation INFO: Iters: 29560/150000 || Lr: 0.016415 || Task Loss: 0.6021 || KD Loss: 0.1755|| 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: 13:47:47 || Estimated Time: 2 days, 8:12:43
2023-07-25 00:34:19,686 semantic_segmentation INFO: Iters: 29570/150000 || Lr: 0.016414 || Task Loss: 1.1145 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:04 || Estimated Time: 2 days, 8:12:26
2023-07-25 00:34:36,674 semantic_segmentation INFO: Iters: 29580/150000 || Lr: 0.016413 || Task Loss: 0.5369 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:21 || Estimated Time: 2 days, 8:12:10
2023-07-25 00:34:53,608 semantic_segmentation INFO: Iters: 29590/150000 || Lr: 0.016411 || Task Loss: 0.5889 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:38 || Estimated Time: 2 days, 8:11:54
2023-07-25 00:35:10,474 semantic_segmentation INFO: Iters: 29600/150000 || Lr: 0.016410 || Task Loss: 0.5019 || KD Loss: 0.1264|| 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: 13:48:54 || Estimated Time: 2 days, 8:11:38
2023-07-25 00:35:10,586 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:35:11,043 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-25 00:35:11,059 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-25 00:35:11,071 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.167
2023-07-25 00:35:11,085 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-25 00:35:11,099 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.937, mIoU: 0.220
2023-07-25 00:35:11,112 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.893, mIoU: 0.220
2023-07-25 00:35:11,126 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.895, mIoU: 0.249
2023-07-25 00:35:11,141 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.906, mIoU: 0.261
2023-07-25 00:35:11,154 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.909, mIoU: 0.291
2023-07-25 00:35:11,169 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.916, mIoU: 0.335
2023-07-25 00:35:11,184 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.915, mIoU: 0.367
2023-07-25 00:35:11,199 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.922, mIoU: 0.413
2023-07-25 00:35:11,212 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.879, mIoU: 0.371
2023-07-25 00:35:11,226 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.883, mIoU: 0.367
2023-07-25 00:35:11,241 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.874, mIoU: 0.356
2023-07-25 00:35:11,254 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.878, mIoU: 0.354
2023-07-25 00:35:11,265 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-25 00:35:11,279 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.875, mIoU: 0.333
2023-07-25 00:35:11,295 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.880, mIoU: 0.332
2023-07-25 00:35:11,312 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.884, mIoU: 0.377
2023-07-25 00:35:11,328 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.398
2023-07-25 00:35:11,344 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.893, mIoU: 0.409
2023-07-25 00:35:11,360 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.892, mIoU: 0.446
2023-07-25 00:35:11,378 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.895, mIoU: 0.451
2023-07-25 00:35:11,395 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.896, mIoU: 0.452
2023-07-25 00:35:11,410 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.894, mIoU: 0.451
2023-07-25 00:35:11,425 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.896, mIoU: 0.451
2023-07-25 00:35:11,437 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.451
2023-07-25 00:35:11,453 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.894, mIoU: 0.439
2023-07-25 00:35:11,469 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.898, mIoU: 0.440
2023-07-25 00:35:11,483 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.900, mIoU: 0.448
2023-07-25 00:35:11,499 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.903, mIoU: 0.446
2023-07-25 00:35:11,514 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-25 00:35:11,529 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.906, mIoU: 0.448
2023-07-25 00:35:11,544 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.466
2023-07-25 00:35:11,559 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.467
2023-07-25 00:35:11,572 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-25 00:35:11,585 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.495
2023-07-25 00:35:11,601 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.483
2023-07-25 00:35:11,614 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.483
2023-07-25 00:35:11,626 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.503
2023-07-25 00:35:11,641 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.502
2023-07-25 00:35:11,655 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-25 00:35:11,667 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.907, mIoU: 0.497
2023-07-25 00:35:11,682 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.500
2023-07-25 00:35:11,697 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.503
2023-07-25 00:35:11,710 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.906, mIoU: 0.493
2023-07-25 00:35:11,723 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.906, mIoU: 0.494
2023-07-25 00:35:11,737 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.907, mIoU: 0.495
2023-07-25 00:35:11,753 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.906, mIoU: 0.491
2023-07-25 00:35:11,769 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.907, mIoU: 0.492
2023-07-25 00:35:11,784 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.908, mIoU: 0.492
2023-07-25 00:35:11,798 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.491
2023-07-25 00:35:11,813 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.908, mIoU: 0.488
2023-07-25 00:35:11,828 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.909, mIoU: 0.491
2023-07-25 00:35:11,842 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.489
2023-07-25 00:35:11,858 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.906, mIoU: 0.487
2023-07-25 00:35:11,875 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.908, mIoU: 0.486
2023-07-25 00:35:11,888 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.909, mIoU: 0.487
2023-07-25 00:35:11,903 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.903, mIoU: 0.529
2023-07-25 00:35:11,917 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.904, mIoU: 0.530
2023-07-25 00:35:11,932 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.904, mIoU: 0.524
2023-07-25 00:35:11,945 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-25 00:35:11,964 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.906, mIoU: 0.528
2023-07-25 00:35:11,977 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.907, mIoU: 0.537
2023-07-25 00:35:11,993 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.908, mIoU: 0.537
2023-07-25 00:35:12,008 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.909, mIoU: 0.538
2023-07-25 00:35:12,021 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.910, mIoU: 0.573
2023-07-25 00:35:12,038 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.574
2023-07-25 00:35:12,053 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.908, mIoU: 0.570
2023-07-25 00:35:12,069 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.593
2023-07-25 00:35:12,083 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.909, mIoU: 0.593
2023-07-25 00:35:12,098 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.908, mIoU: 0.592
2023-07-25 00:35:12,113 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.592
2023-07-25 00:35:12,128 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.910, mIoU: 0.599
2023-07-25 00:35:12,143 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.911, mIoU: 0.599
2023-07-25 00:35:12,157 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.908, mIoU: 0.597
2023-07-25 00:35:12,167 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-25 00:35:12,182 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:12,199 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.908, mIoU: 0.597
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2023-07-25 00:35:12,227 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.909, mIoU: 0.600
2023-07-25 00:35:12,242 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:12,257 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:12,272 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:12,288 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-25 00:35:12,303 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 00:35:12,319 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.910, mIoU: 0.602
2023-07-25 00:35:12,334 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:12,348 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.908, mIoU: 0.598
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2023-07-25 00:35:12,402 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.910, mIoU: 0.601
2023-07-25 00:35:12,418 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:12,433 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 00:35:12,448 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:35:12,462 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:35:12,475 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:35:12,490 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:12,504 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:12,518 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:12,533 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:12,546 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 00:35:12,560 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:12,575 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 00:35:12,587 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:12,602 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:12,616 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 00:35:12,629 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.912, mIoU: 0.609
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2023-07-25 00:35:12,667 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 00:35:12,681 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.610
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2023-07-25 00:35:12,710 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.914, mIoU: 0.612
2023-07-25 00:35:12,723 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-25 00:35:12,736 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.601
2023-07-25 00:35:12,751 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.911, mIoU: 0.599
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2023-07-25 00:35:12,778 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.594
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2023-07-25 00:35:12,819 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.591
2023-07-25 00:35:12,834 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.591
2023-07-25 00:35:12,849 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.912, mIoU: 0.590
2023-07-25 00:35:12,857 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.912, mIoU: 0.592
2023-07-25 00:35:12,869 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.912, mIoU: 0.591
2023-07-25 00:35:12,885 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.907, mIoU: 0.578
2023-07-25 00:35:12,893 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.907, mIoU: 0.579
2023-07-25 00:35:12,906 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.908, mIoU: 0.584
2023-07-25 00:35:12,921 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.908, mIoU: 0.584
2023-07-25 00:35:12,936 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.909, mIoU: 0.586
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2023-07-25 00:35:13,281 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.910, mIoU: 0.606
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2023-07-25 00:35:14,000 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.906, mIoU: 0.580
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2023-07-25 00:35:14,725 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.903, mIoU: 0.587
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2023-07-25 00:35:17,560 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.904, mIoU: 0.583
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2023-07-25 00:35:17,588 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,598 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,612 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.904, mIoU: 0.583
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2023-07-25 00:35:17,642 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.904, mIoU: 0.582
2023-07-25 00:35:17,657 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,674 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,690 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,705 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,715 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,726 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.904, mIoU: 0.583
2023-07-25 00:35:17,740 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-25 00:35:17,753 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-25 00:35:17,769 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-25 00:35:17,782 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.904, mIoU: 0.584
2023-07-25 00:35:17,797 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,814 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,829 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,845 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,859 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,871 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.905, mIoU: 0.586
2023-07-25 00:35:17,886 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.905, mIoU: 0.589
2023-07-25 00:35:17,900 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.906, mIoU: 0.589
2023-07-25 00:35:17,913 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 00:35:17,928 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 00:35:17,939 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 00:35:17,953 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 00:35:17,967 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.906, mIoU: 0.590
2023-07-25 00:35:17,981 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.906, mIoU: 0.591
2023-07-25 00:35:17,995 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.906, mIoU: 0.591
2023-07-25 00:35:18,009 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 00:35:18,019 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 00:35:18,031 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.907, mIoU: 0.593
2023-07-25 00:35:18,046 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.907, mIoU: 0.594
2023-07-25 00:35:18,061 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-25 00:35:18,073 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-25 00:35:18,086 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.907, mIoU: 0.595
2023-07-25 00:35:18,100 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:18,115 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:18,131 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:18,145 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:18,154 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.908, mIoU: 0.597
2023-07-25 00:35:18,169 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.908, mIoU: 0.597
2023-07-25 00:35:18,184 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:18,197 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:18,212 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:18,227 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.908, mIoU: 0.599
2023-07-25 00:35:18,240 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.908, mIoU: 0.599
2023-07-25 00:35:18,255 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.908, mIoU: 0.599
2023-07-25 00:35:18,268 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.909, mIoU: 0.599
2023-07-25 00:35:18,284 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 00:35:18,300 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 00:35:18,315 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.909, mIoU: 0.601
2023-07-25 00:35:18,331 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-25 00:35:18,345 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-25 00:35:18,358 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-25 00:35:18,373 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.599
2023-07-25 00:35:18,387 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.908, mIoU: 0.597
2023-07-25 00:35:18,401 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:18,416 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:18,432 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-25 00:35:18,447 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:18,464 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-25 00:35:18,478 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-25 00:35:18,493 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.594
2023-07-25 00:35:18,508 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-25 00:35:18,524 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-25 00:35:18,539 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 00:35:18,554 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.593
2023-07-25 00:35:18,568 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-25 00:35:18,583 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-25 00:35:18,599 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.592
2023-07-25 00:35:18,612 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.596
2023-07-25 00:35:18,627 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.595
2023-07-25 00:35:18,640 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-25 00:35:18,655 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-25 00:35:18,667 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-25 00:35:18,678 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:35:18,690 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:35:18,705 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:35:18,720 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:35:18,735 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.599
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2023-07-25 00:35:18,757 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:35:18,772 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:35:18,787 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 00:35:18,802 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 00:35:18,816 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,831 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:35:18,843 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:35:18,857 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,872 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,887 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,902 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,914 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:18,927 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,942 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,956 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:18,970 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:18,983 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 00:35:18,998 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 00:35:19,013 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 00:35:19,028 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 00:35:19,041 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:19,056 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,071 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,085 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,100 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,116 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,131 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.907, mIoU: 0.601
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2023-07-25 00:35:19,159 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:19,175 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:19,190 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:19,207 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:19,218 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,234 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,250 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,262 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,277 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.906, mIoU: 0.598
2023-07-25 00:35:19,290 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,304 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,319 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,333 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,346 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,358 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,371 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,385 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,399 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,415 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,428 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,443 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:19,455 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:19,470 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,488 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.907, mIoU: 0.598
2023-07-25 00:35:19,502 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,516 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:19,531 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,546 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:19,560 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.907, mIoU: 0.596
2023-07-25 00:35:19,575 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,587 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,601 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,616 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,630 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,644 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,659 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,670 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.907, mIoU: 0.597
2023-07-25 00:35:19,685 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.597
2023-07-25 00:35:19,700 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.598
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2023-07-25 00:35:19,729 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:19,744 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:19,758 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:19,774 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:19,788 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.908, mIoU: 0.598
2023-07-25 00:35:19,804 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.908, mIoU: 0.600
2023-07-25 00:35:19,819 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:19,834 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:19,849 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.601
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2023-07-25 00:35:19,921 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.907, mIoU: 0.600
2023-07-25 00:35:19,933 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.600
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2023-07-25 00:35:20,141 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.602
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2023-07-25 00:35:20,179 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:35:20,194 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.600
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2023-07-25 00:35:20,236 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.599
2023-07-25 00:35:20,249 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.599
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2023-07-25 00:35:20,337 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:20,351 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:20,365 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-25 00:35:20,380 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.601
2023-07-25 00:35:20,396 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-25 00:35:20,410 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,426 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 00:35:20,441 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-25 00:35:20,454 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,469 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,484 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,500 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,514 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,528 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,543 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,558 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,571 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,586 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,602 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,616 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,629 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,642 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,650 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:20,665 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,681 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,696 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:20,713 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:20,728 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-25 00:35:20,743 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-25 00:35:20,760 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 00:35:20,775 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 00:35:20,788 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 00:35:20,803 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 00:35:20,817 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 00:35:20,832 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-25 00:35:20,847 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-25 00:35:20,859 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-25 00:35:20,872 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.602
2023-07-25 00:35:20,885 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-25 00:35:20,899 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:20,912 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-25 00:35:20,926 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:20,939 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.909, mIoU: 0.605
2023-07-25 00:35:20,953 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:20,969 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:20,981 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:20,995 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:21,008 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:21,020 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:21,035 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:21,050 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:21,065 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:21,080 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,095 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,110 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,122 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,138 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,153 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,170 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,185 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,200 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:21,216 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:21,228 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:21,241 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:21,254 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:21,269 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,285 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,297 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,310 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,325 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,339 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,354 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,370 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,385 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,398 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,412 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,425 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,439 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,454 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,468 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,485 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,498 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,516 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,533 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,546 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,559 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,575 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,590 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,606 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,621 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,633 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:21,647 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,661 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:21,674 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.911, mIoU: 0.608
2023-07-25 00:35:21,689 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:21,706 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,721 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,736 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,750 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,765 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,781 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:21,794 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:21,807 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:21,823 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,838 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:21,851 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:21,866 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,882 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,896 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,909 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,924 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,939 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:21,956 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,969 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,983 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:21,996 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,012 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,025 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,038 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,052 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,067 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,080 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,095 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,110 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,126 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,142 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,155 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,168 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,182 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,196 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,209 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,223 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,240 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,253 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,266 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,281 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,297 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,312 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,328 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,341 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,354 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,369 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,385 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,400 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,415 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,429 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,441 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,453 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,469 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,484 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,499 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,513 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 00:35:22,524 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,538 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,554 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,569 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.910, mIoU: 0.607
2023-07-25 00:35:22,582 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,597 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,610 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,626 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,639 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,655 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 00:35:22,668 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,683 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,698 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 00:35:22,711 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,728 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 00:35:22,743 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 00:35:22,758 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,773 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:22,788 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,803 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,818 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,832 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,846 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:22,861 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,874 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,888 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,901 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,917 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,931 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,947 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 00:35:22,962 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,974 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:22,988 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,005 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,020 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,034 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,049 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,064 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,078 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,092 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,108 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 00:35:23,123 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,136 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:23,148 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,165 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:23,179 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,194 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,207 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 00:35:23,222 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:23,238 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,253 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,268 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,280 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,295 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,308 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,322 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:23,336 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,349 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,365 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,378 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,393 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,408 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:23,423 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:23,438 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,453 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,468 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,482 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,498 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,513 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,529 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,545 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,557 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,571 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,584 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,599 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,614 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,629 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,642 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,657 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,671 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,685 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,701 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,716 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,729 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,744 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,759 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,773 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,786 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,800 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 00:35:23,815 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,830 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,843 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,858 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,872 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,885 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,899 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,913 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,926 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,940 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:23,953 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:23,966 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:23,981 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:23,997 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,012 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:24,027 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,042 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,055 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,068 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,083 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,097 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,110 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,125 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,140 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,155 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,171 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,184 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,197 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,214 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,229 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,242 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,257 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,271 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,286 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,300 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,316 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,331 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,346 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,356 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,372 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,388 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,402 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,416 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,432 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,447 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,461 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,476 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,491 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,507 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,522 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,537 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,554 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,571 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,585 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,600 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,615 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,629 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 00:35:24,642 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 00:35:24,657 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,673 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,688 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,695 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,708 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,722 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,735 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 00:35:24,747 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 00:35:24,762 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 00:35:24,776 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 00:35:24,791 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:24,803 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,816 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,831 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:24,843 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,859 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,872 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:24,887 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:24,902 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:24,917 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,932 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,944 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,957 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,973 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:24,988 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:25,003 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:25,017 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:25,030 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:25,040 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:25,051 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 00:35:25,064 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:25,075 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:25,089 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 00:35:25,102 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:25,116 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 00:35:25,131 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:25,146 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:25,159 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:25,174 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:25,189 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:25,203 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:25,218 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:25,233 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,247 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:25,262 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:25,278 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 00:35:25,291 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:25,304 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,319 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,331 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,347 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,360 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,375 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,390 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,408 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,423 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,436 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,450 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,465 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,480 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 00:35:25,494 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 00:35:25,507 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 00:35:25,520 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 00:35:25,534 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 00:35:25,549 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 00:35:25,564 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 00:35:25,579 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,594 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,609 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 00:35:25,624 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,639 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,652 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,668 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,678 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,692 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,707 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,720 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,735 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,751 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,766 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,782 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,798 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:25,813 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,828 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,840 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,855 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,867 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,882 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,896 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,908 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 00:35:25,923 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,935 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,949 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,964 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:25,978 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:25,993 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,007 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,019 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,031 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,046 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,059 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,072 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,088 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,103 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,118 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 00:35:26,130 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,143 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,158 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,174 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,189 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,202 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,215 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,231 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,246 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,262 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,277 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,293 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,308 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,324 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,339 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 00:35:26,355 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,370 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,385 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,400 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,414 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,430 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,444 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,460 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:35:26,472 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:35:26,486 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,500 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,516 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,529 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,543 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,557 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,571 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,587 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,603 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,617 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,630 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,645 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,662 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,676 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:26,691 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,704 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,713 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:26,729 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,745 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,758 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:35:26,774 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,789 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,802 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,816 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,831 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,846 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,860 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:26,877 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:26,891 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,907 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,921 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,934 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:26,949 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:26,963 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:26,977 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:26,989 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,002 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,016 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,031 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,045 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,060 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:35:27,072 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,087 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,101 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,114 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,129 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,144 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,159 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,173 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,186 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,201 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:35:27,215 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,231 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,245 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,258 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,274 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,287 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,300 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,312 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,327 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,342 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,357 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,372 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,382 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,395 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,411 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,426 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,439 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,454 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,470 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,484 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,498 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,512 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,527 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,540 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,555 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,568 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,581 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,600 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 00:35:27,617 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,631 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,646 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,659 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:35:27,673 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,688 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,700 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:27,715 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:27,731 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,745 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-25 00:35:27,772 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,784 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,799 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,813 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:27,827 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:27,839 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,853 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,870 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,884 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:27,895 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:27,910 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:27,926 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:27,942 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:27,957 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,970 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,985 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 00:35:27,999 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:28,012 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:28,027 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,043 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:28,058 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 00:35:28,073 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 00:35:28,088 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,102 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,116 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,130 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,142 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,156 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,171 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,186 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,198 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,212 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,224 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,239 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,254 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,269 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,282 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,297 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,314 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,329 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,341 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,356 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,370 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,382 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,397 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:35:28,412 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:35:28,426 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,439 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,451 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,466 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,480 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,495 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,508 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,524 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,536 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,549 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:28,564 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:35:28,579 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,594 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:35:28,609 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,626 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,640 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,655 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,669 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,684 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,699 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,712 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,726 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,742 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,757 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,772 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:35:28,785 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 00:35:28,798 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:28,813 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:28,828 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,841 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:28,854 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 00:35:28,869 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,884 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,898 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,913 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,928 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,943 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,957 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,971 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,986 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:28,998 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:29,013 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:29,028 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:29,042 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:29,057 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 00:35:29,071 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-25 00:35:29,086 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-25 00:35:29,100 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-25 00:35:29,115 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-25 00:35:29,130 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-25 00:35:29,145 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:29,160 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:29,175 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:29,191 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 00:35:29,206 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,219 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,233 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,248 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,264 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,277 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,292 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,308 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,322 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,337 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,352 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,367 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,382 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,395 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,409 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,422 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,435 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,448 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,463 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,477 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,490 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:29,503 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,518 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,531 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,546 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,561 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,577 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,592 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,607 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,620 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,636 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,652 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,665 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,681 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,696 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,712 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:29,726 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:29,741 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:29,757 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:29,771 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,786 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,799 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,814 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,829 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,844 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,858 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,871 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:29,886 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 00:35:29,901 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,916 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,931 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,946 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 00:35:29,961 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,976 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:29,987 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 00:35:30,002 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 00:35:30,015 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,028 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,045 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:35:30,060 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,074 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,087 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,100 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,114 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,129 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,143 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,158 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,173 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,186 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,201 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,217 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,231 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,246 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,261 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,273 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,288 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,300 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,315 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,330 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 00:35:30,345 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,360 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,374 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,387 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,401 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-25 00:35:30,416 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,431 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,444 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,457 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,473 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,488 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,503 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,516 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,531 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,548 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,563 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,578 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,594 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,602 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,617 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,630 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,643 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,660 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,675 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,690 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,705 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,721 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,737 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:30,753 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,767 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,782 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,799 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,815 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,831 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,846 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,863 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,877 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,892 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,913 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:30,928 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:30,941 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:30,954 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:30,968 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:30,983 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:30,997 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,011 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,026 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,040 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,055 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,067 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,081 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,094 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,108 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,123 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,137 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,152 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,165 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,180 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,194 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,209 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,224 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,239 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,254 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 00:35:31,268 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 00:35:31,282 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,296 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,309 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,323 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,338 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,353 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,368 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,382 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,397 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,406 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,421 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,433 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,448 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,463 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,477 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,492 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,504 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,514 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,530 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,544 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,559 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,573 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,588 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,604 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,618 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,633 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,650 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,666 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,681 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,695 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,710 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,725 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,741 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,754 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,768 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,782 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,796 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 00:35:31,811 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,823 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,837 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,851 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:35:31,867 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.908, mIoU: 0.605
2023-07-25 00:35:48,761 semantic_segmentation INFO: Iters: 29610/150000 || Lr: 0.016409 || Task Loss: 0.6310 || KD Loss: 0.1718|| 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: 13:49:33 || Estimated Time: 2 days, 8:12:48
2023-07-25 00:36:05,569 semantic_segmentation INFO: Iters: 29620/150000 || Lr: 0.016408 || Task Loss: 0.6555 || KD Loss: 0.1944|| 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: 13:49:50 || Estimated Time: 2 days, 8:12:31
2023-07-25 00:36:22,502 semantic_segmentation INFO: Iters: 29630/150000 || Lr: 0.016407 || Task Loss: 0.6558 || KD Loss: 0.1938|| 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: 13:50:06 || Estimated Time: 2 days, 8:12:15
2023-07-25 00:36:39,385 semantic_segmentation INFO: Iters: 29640/150000 || Lr: 0.016405 || Task Loss: 0.7027 || KD Loss: 0.2555|| 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: 13:50:23 || Estimated Time: 2 days, 8:11:59
2023-07-25 00:36:56,848 semantic_segmentation INFO: Iters: 29650/150000 || Lr: 0.016404 || Task Loss: 0.6573 || KD Loss: 0.2559|| 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: 13:50:41 || Estimated Time: 2 days, 8:11:44
2023-07-25 00:37:13,701 semantic_segmentation INFO: Iters: 29660/150000 || Lr: 0.016403 || Task Loss: 0.8146 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:58 || Estimated Time: 2 days, 8:11:28
2023-07-25 00:37:30,588 semantic_segmentation INFO: Iters: 29670/150000 || Lr: 0.016402 || Task Loss: 0.5863 || KD Loss: 0.1551|| 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: 13:51:15 || Estimated Time: 2 days, 8:11:11
2023-07-25 00:37:47,494 semantic_segmentation INFO: Iters: 29680/150000 || Lr: 0.016400 || Task Loss: 0.5138 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:51:31 || Estimated Time: 2 days, 8:10:55
2023-07-25 00:38:04,473 semantic_segmentation INFO: Iters: 29690/150000 || Lr: 0.016399 || Task Loss: 0.6632 || KD Loss: 0.1658|| 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: 13:51:48 || Estimated Time: 2 days, 8:10:39
2023-07-25 00:38:22,680 semantic_segmentation INFO: Iters: 29700/150000 || Lr: 0.016398 || Task Loss: 0.5974 || KD Loss: 0.1939|| 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: 13:52:07 || Estimated Time: 2 days, 8:10:28
2023-07-25 00:38:39,781 semantic_segmentation INFO: Iters: 29710/150000 || Lr: 0.016397 || Task Loss: 0.6656 || KD Loss: 0.1810|| 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: 13:52:24 || Estimated Time: 2 days, 8:10:12
2023-07-25 00:38:56,708 semantic_segmentation INFO: Iters: 29720/150000 || Lr: 0.016396 || Task Loss: 0.4270 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:41 || Estimated Time: 2 days, 8:09:56
2023-07-25 00:39:13,648 semantic_segmentation INFO: Iters: 29730/150000 || Lr: 0.016394 || Task Loss: 0.3551 || KD Loss: 0.1191|| 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: 13:52:58 || Estimated Time: 2 days, 8:09:39
2023-07-25 00:39:30,904 semantic_segmentation INFO: Iters: 29740/150000 || Lr: 0.016393 || Task Loss: 0.6651 || KD Loss: 0.2301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:15 || Estimated Time: 2 days, 8:09:24
2023-07-25 00:39:47,711 semantic_segmentation INFO: Iters: 29750/150000 || Lr: 0.016392 || Task Loss: 0.5091 || KD Loss: 0.0981|| 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: 13:53:32 || Estimated Time: 2 days, 8:09:08
2023-07-25 00:40:04,733 semantic_segmentation INFO: Iters: 29760/150000 || Lr: 0.016391 || Task Loss: 0.4689 || KD Loss: 0.1385|| 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: 13:53:49 || Estimated Time: 2 days, 8:08:51
2023-07-25 00:40:21,715 semantic_segmentation INFO: Iters: 29770/150000 || Lr: 0.016389 || Task Loss: 0.6308 || KD Loss: 0.2287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:06 || Estimated Time: 2 days, 8:08:35
2023-07-25 00:40:39,378 semantic_segmentation INFO: Iters: 29780/150000 || Lr: 0.016388 || Task Loss: 0.6401 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2688|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:23 || Estimated Time: 2 days, 8:08:22
2023-07-25 00:40:56,093 semantic_segmentation INFO: Iters: 29790/150000 || Lr: 0.016387 || Task Loss: 0.4692 || KD Loss: 0.1530|| 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: 13:54:40 || Estimated Time: 2 days, 8:08:05
2023-07-25 00:41:13,054 semantic_segmentation INFO: Iters: 29800/150000 || Lr: 0.016386 || Task Loss: 0.5054 || KD Loss: 0.1302|| 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: 13:54:57 || Estimated Time: 2 days, 8:07:49
2023-07-25 00:41:30,508 semantic_segmentation INFO: Iters: 29810/150000 || Lr: 0.016384 || Task Loss: 0.4774 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:14 || Estimated Time: 2 days, 8:07:34
2023-07-25 00:41:47,386 semantic_segmentation INFO: Iters: 29820/150000 || Lr: 0.016383 || Task Loss: 0.3438 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:31 || Estimated Time: 2 days, 8:07:18
2023-07-25 00:42:04,370 semantic_segmentation INFO: Iters: 29830/150000 || Lr: 0.016382 || Task Loss: 0.5068 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:48 || Estimated Time: 2 days, 8:07:02
2023-07-25 00:42:21,307 semantic_segmentation INFO: Iters: 29840/150000 || Lr: 0.016381 || Task Loss: 0.6597 || KD Loss: 0.1996|| 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: 13:56:05 || Estimated Time: 2 days, 8:06:45
2023-07-25 00:42:38,245 semantic_segmentation INFO: Iters: 29850/150000 || Lr: 0.016380 || Task Loss: 0.4590 || KD Loss: 0.1347|| 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: 13:56:22 || Estimated Time: 2 days, 8:06:29
2023-07-25 00:42:55,144 semantic_segmentation INFO: Iters: 29860/150000 || Lr: 0.016378 || Task Loss: 0.4116 || KD Loss: 0.0741|| 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: 13:56:39 || Estimated Time: 2 days, 8:06:13
2023-07-25 00:43:12,644 semantic_segmentation INFO: Iters: 29870/150000 || Lr: 0.016377 || Task Loss: 0.5097 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:56:57 || Estimated Time: 2 days, 8:05:59
2023-07-25 00:43:29,515 semantic_segmentation INFO: Iters: 29880/150000 || Lr: 0.016376 || Task Loss: 0.3972 || KD Loss: 0.1080|| 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: 13:57:13 || Estimated Time: 2 days, 8:05:42
2023-07-25 00:43:46,421 semantic_segmentation INFO: Iters: 29890/150000 || Lr: 0.016375 || Task Loss: 0.5010 || KD Loss: 0.1264|| 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: 13:57:30 || Estimated Time: 2 days, 8:05:26
2023-07-25 00:44:03,496 semantic_segmentation INFO: Iters: 29900/150000 || Lr: 0.016373 || Task Loss: 0.4496 || KD Loss: 0.1161|| 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: 13:57:47 || Estimated Time: 2 days, 8:05:10
2023-07-25 00:44:20,467 semantic_segmentation INFO: Iters: 29910/150000 || Lr: 0.016372 || Task Loss: 1.5343 || KD Loss: 0.5269|| 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: 13:58:04 || Estimated Time: 2 days, 8:04:54
2023-07-25 00:44:37,292 semantic_segmentation INFO: Iters: 29920/150000 || Lr: 0.016371 || Task Loss: 0.4811 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:21 || Estimated Time: 2 days, 8:04:37
2023-07-25 00:44:54,222 semantic_segmentation INFO: Iters: 29930/150000 || Lr: 0.016370 || Task Loss: 0.6846 || KD Loss: 0.2339|| 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: 13:58:38 || Estimated Time: 2 days, 8:04:21
2023-07-25 00:45:11,152 semantic_segmentation INFO: Iters: 29940/150000 || Lr: 0.016369 || Task Loss: 0.4516 || KD Loss: 0.0992|| 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: 13:58:55 || Estimated Time: 2 days, 8:04:04
2023-07-25 00:45:28,069 semantic_segmentation INFO: Iters: 29950/150000 || Lr: 0.016367 || Task Loss: 0.4519 || KD Loss: 0.1117|| 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: 13:59:12 || Estimated Time: 2 days, 8:03:48
2023-07-25 00:45:45,074 semantic_segmentation INFO: Iters: 29960/150000 || Lr: 0.016366 || Task Loss: 0.8046 || KD Loss: 0.2266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:29 || Estimated Time: 2 days, 8:03:32
2023-07-25 00:46:01,870 semantic_segmentation INFO: Iters: 29970/150000 || Lr: 0.016365 || Task Loss: 0.9297 || KD Loss: 0.3445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:46 || Estimated Time: 2 days, 8:03:15
2023-07-25 00:46:18,856 semantic_segmentation INFO: Iters: 29980/150000 || Lr: 0.016364 || Task Loss: 0.5361 || KD Loss: 0.1191|| 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: 14:00:03 || Estimated Time: 2 days, 8:02:59
2023-07-25 00:46:36,185 semantic_segmentation INFO: Iters: 29990/150000 || Lr: 0.016362 || Task Loss: 0.7661 || KD Loss: 0.3154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:20 || Estimated Time: 2 days, 8:02:44
2023-07-25 00:46:53,083 semantic_segmentation INFO: Iters: 30000/150000 || Lr: 0.016361 || Task Loss: 0.7743 || KD Loss: 0.3088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:00:37 || Estimated Time: 2 days, 8:02:28
2023-07-25 00:47:09,924 semantic_segmentation INFO: Iters: 30010/150000 || Lr: 0.016360 || Task Loss: 0.5031 || KD Loss: 0.1518|| 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: 14:00:54 || Estimated Time: 2 days, 8:02:11
2023-07-25 00:47:26,847 semantic_segmentation INFO: Iters: 30020/150000 || Lr: 0.016359 || Task Loss: 0.4054 || KD Loss: 0.1020|| 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: 14:01:11 || Estimated Time: 2 days, 8:01:55
2023-07-25 00:47:43,697 semantic_segmentation INFO: Iters: 30030/150000 || Lr: 0.016357 || Task Loss: 0.5682 || KD Loss: 0.1256|| 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: 14:01:28 || Estimated Time: 2 days, 8:01:38
2023-07-25 00:48:00,649 semantic_segmentation INFO: Iters: 30040/150000 || Lr: 0.016356 || Task Loss: 0.5297 || KD Loss: 0.2022|| 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: 14:01:45 || Estimated Time: 2 days, 8:01:22
2023-07-25 00:48:17,558 semantic_segmentation INFO: Iters: 30050/150000 || Lr: 0.016355 || Task Loss: 0.7139 || KD Loss: 0.2943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:02 || Estimated Time: 2 days, 8:01:05
2023-07-25 00:48:34,403 semantic_segmentation INFO: Iters: 30060/150000 || Lr: 0.016354 || Task Loss: 0.4270 || KD Loss: 0.0895|| 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: 14:02:18 || Estimated Time: 2 days, 8:00:48
2023-07-25 00:48:51,294 semantic_segmentation INFO: Iters: 30070/150000 || Lr: 0.016353 || Task Loss: 0.4518 || KD Loss: 0.1083|| 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: 14:02:35 || Estimated Time: 2 days, 8:00:32
2023-07-25 00:49:08,231 semantic_segmentation INFO: Iters: 30080/150000 || Lr: 0.016351 || Task Loss: 0.4871 || KD Loss: 0.1426|| 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: 14:02:52 || Estimated Time: 2 days, 8:00:16
2023-07-25 00:49:25,596 semantic_segmentation INFO: Iters: 30090/150000 || Lr: 0.016350 || Task Loss: 0.6043 || KD Loss: 0.1888|| 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: 14:03:10 || Estimated Time: 2 days, 8:00:01
2023-07-25 00:49:42,417 semantic_segmentation INFO: Iters: 30100/150000 || Lr: 0.016349 || Task Loss: 0.6053 || KD Loss: 0.2238|| 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: 14:03:26 || Estimated Time: 2 days, 7:59:44
2023-07-25 00:49:59,228 semantic_segmentation INFO: Iters: 30110/150000 || Lr: 0.016348 || Task Loss: 0.6081 || KD Loss: 0.2092|| 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: 14:03:43 || Estimated Time: 2 days, 7:59:28
2023-07-25 00:50:16,270 semantic_segmentation INFO: Iters: 30120/150000 || Lr: 0.016346 || Task Loss: 0.5251 || KD Loss: 0.1153|| 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: 14:04:00 || Estimated Time: 2 days, 7:59:12
2023-07-25 00:50:33,203 semantic_segmentation INFO: Iters: 30130/150000 || Lr: 0.016345 || Task Loss: 0.5806 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2676|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:17 || Estimated Time: 2 days, 7:58:55
2023-07-25 00:50:50,085 semantic_segmentation INFO: Iters: 30140/150000 || Lr: 0.016344 || Task Loss: 0.4475 || KD Loss: 0.1146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:34 || Estimated Time: 2 days, 7:58:39
2023-07-25 00:51:07,008 semantic_segmentation INFO: Iters: 30150/150000 || Lr: 0.016343 || Task Loss: 0.5859 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:51 || Estimated Time: 2 days, 7:58:22
2023-07-25 00:51:23,966 semantic_segmentation INFO: Iters: 30160/150000 || Lr: 0.016342 || Task Loss: 0.6582 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:08 || Estimated Time: 2 days, 7:58:06
2023-07-25 00:51:40,796 semantic_segmentation INFO: Iters: 30170/150000 || Lr: 0.016340 || Task Loss: 0.7493 || KD Loss: 0.1820|| 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: 14:05:25 || Estimated Time: 2 days, 7:57:50
2023-07-25 00:51:57,785 semantic_segmentation INFO: Iters: 30180/150000 || Lr: 0.016339 || Task Loss: 0.4733 || KD Loss: 0.1056|| 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: 14:05:42 || Estimated Time: 2 days, 7:57:33
2023-07-25 00:52:14,643 semantic_segmentation INFO: Iters: 30190/150000 || Lr: 0.016338 || Task Loss: 0.3311 || KD Loss: 0.0724|| 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: 14:05:59 || Estimated Time: 2 days, 7:57:17
2023-07-25 00:52:31,572 semantic_segmentation INFO: Iters: 30200/150000 || Lr: 0.016337 || Task Loss: 0.7843 || KD Loss: 0.2874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:16 || Estimated Time: 2 days, 7:57:00
2023-07-25 00:52:48,532 semantic_segmentation INFO: Iters: 30210/150000 || Lr: 0.016335 || Task Loss: 0.5655 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:33 || Estimated Time: 2 days, 7:56:44
2023-07-25 00:53:05,354 semantic_segmentation INFO: Iters: 30220/150000 || Lr: 0.016334 || Task Loss: 0.6381 || KD Loss: 0.2796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:49 || Estimated Time: 2 days, 7:56:27
2023-07-25 00:53:22,200 semantic_segmentation INFO: Iters: 30230/150000 || Lr: 0.016333 || Task Loss: 0.5637 || KD Loss: 0.1537|| 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: 14:07:06 || Estimated Time: 2 days, 7:56:11
2023-07-25 00:53:39,138 semantic_segmentation INFO: Iters: 30240/150000 || Lr: 0.016332 || Task Loss: 0.7073 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:23 || Estimated Time: 2 days, 7:55:54
2023-07-25 00:53:55,954 semantic_segmentation INFO: Iters: 30250/150000 || Lr: 0.016330 || Task Loss: 0.8965 || KD Loss: 0.2772|| 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: 14:07:40 || Estimated Time: 2 days, 7:55:38
2023-07-25 00:54:12,944 semantic_segmentation INFO: Iters: 30260/150000 || Lr: 0.016329 || Task Loss: 0.6192 || KD Loss: 0.1482|| 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: 14:07:57 || Estimated Time: 2 days, 7:55:21
2023-07-25 00:54:29,784 semantic_segmentation INFO: Iters: 30270/150000 || Lr: 0.016328 || Task Loss: 0.4437 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:14 || Estimated Time: 2 days, 7:55:05
2023-07-25 00:54:46,724 semantic_segmentation INFO: Iters: 30280/150000 || Lr: 0.016327 || Task Loss: 0.4436 || KD Loss: 0.0796|| 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: 14:08:31 || Estimated Time: 2 days, 7:54:48
2023-07-25 00:55:03,654 semantic_segmentation INFO: Iters: 30290/150000 || Lr: 0.016326 || Task Loss: 0.5444 || KD Loss: 0.1967|| 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: 14:08:48 || Estimated Time: 2 days, 7:54:32
2023-07-25 00:55:20,523 semantic_segmentation INFO: Iters: 30300/150000 || Lr: 0.016324 || Task Loss: 0.9470 || KD Loss: 0.3220|| 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: 14:09:05 || Estimated Time: 2 days, 7:54:15
2023-07-25 00:55:37,388 semantic_segmentation INFO: Iters: 30310/150000 || Lr: 0.016323 || Task Loss: 0.3737 || KD Loss: 0.1134|| 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: 14:09:21 || Estimated Time: 2 days, 7:53:59
2023-07-25 00:55:55,690 semantic_segmentation INFO: Iters: 30320/150000 || Lr: 0.016322 || Task Loss: 0.5143 || KD Loss: 0.1386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:40 || Estimated Time: 2 days, 7:53:47
2023-07-25 00:56:14,977 semantic_segmentation INFO: Iters: 30330/150000 || Lr: 0.016321 || Task Loss: 0.5512 || KD Loss: 0.1167|| 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: 14:09:59 || Estimated Time: 2 days, 7:53:41
2023-07-25 00:56:31,761 semantic_segmentation INFO: Iters: 30340/150000 || Lr: 0.016319 || Task Loss: 0.5252 || KD Loss: 0.1586|| 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: 14:10:16 || Estimated Time: 2 days, 7:53:24
2023-07-25 00:56:48,589 semantic_segmentation INFO: Iters: 30350/150000 || Lr: 0.016318 || Task Loss: 0.4679 || KD Loss: 0.1163|| 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: 14:10:33 || Estimated Time: 2 days, 7:53:07
2023-07-25 00:57:05,442 semantic_segmentation INFO: Iters: 30360/150000 || Lr: 0.016317 || Task Loss: 0.3130 || KD Loss: 0.0820|| 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: 14:10:49 || Estimated Time: 2 days, 7:52:50
2023-07-25 00:57:22,728 semantic_segmentation INFO: Iters: 30370/150000 || Lr: 0.016316 || Task Loss: 0.4290 || KD Loss: 0.1153|| 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: 14:11:07 || Estimated Time: 2 days, 7:52:36
2023-07-25 00:57:39,545 semantic_segmentation INFO: Iters: 30380/150000 || Lr: 0.016315 || Task Loss: 0.3265 || KD Loss: 0.1165|| 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: 14:11:24 || Estimated Time: 2 days, 7:52:19
2023-07-25 00:57:56,450 semantic_segmentation INFO: Iters: 30390/150000 || Lr: 0.016313 || Task Loss: 0.3896 || KD Loss: 0.0901|| 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: 14:11:40 || Estimated Time: 2 days, 7:52:02
2023-07-25 00:58:13,354 semantic_segmentation INFO: Iters: 30400/150000 || Lr: 0.016312 || Task Loss: 0.5352 || KD Loss: 0.1175|| 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: 14:11:57 || Estimated Time: 2 days, 7:51:46
2023-07-25 00:58:13,466 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 00:58:13,918 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.084
2023-07-25 00:58:13,952 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.118
2023-07-25 00:58:13,964 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.155
2023-07-25 00:58:13,978 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.156
2023-07-25 00:58:13,992 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.932, mIoU: 0.226
2023-07-25 00:58:14,005 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.939, mIoU: 0.270
2023-07-25 00:58:14,018 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.912, mIoU: 0.292
2023-07-25 00:58:14,032 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.921, mIoU: 0.298
2023-07-25 00:58:14,044 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.913, mIoU: 0.304
2023-07-25 00:58:14,057 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.920, mIoU: 0.347
2023-07-25 00:58:14,071 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.920, mIoU: 0.381
2023-07-25 00:58:14,086 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.399
2023-07-25 00:58:14,098 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.916, mIoU: 0.413
2023-07-25 00:58:14,111 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.394
2023-07-25 00:58:14,125 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.915, mIoU: 0.392
2023-07-25 00:58:14,137 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.916, mIoU: 0.388
2023-07-25 00:58:14,148 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.387
2023-07-25 00:58:14,160 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.384
2023-07-25 00:58:14,174 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.385
2023-07-25 00:58:14,189 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.425
2023-07-25 00:58:14,202 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.427
2023-07-25 00:58:14,217 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.437
2023-07-25 00:58:14,231 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.475
2023-07-25 00:58:14,246 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.496
2023-07-25 00:58:14,261 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.502
2023-07-25 00:58:14,275 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-25 00:58:14,289 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.511
2023-07-25 00:58:14,300 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.510
2023-07-25 00:58:14,314 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.495
2023-07-25 00:58:14,329 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.496
2023-07-25 00:58:14,342 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.496
2023-07-25 00:58:14,357 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.495
2023-07-25 00:58:14,371 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.499
2023-07-25 00:58:14,385 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.497
2023-07-25 00:58:14,400 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-25 00:58:14,415 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.523
2023-07-25 00:58:14,427 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-25 00:58:14,439 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.557
2023-07-25 00:58:14,456 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.559
2023-07-25 00:58:14,469 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-25 00:58:14,483 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.583
2023-07-25 00:58:14,499 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.583
2023-07-25 00:58:14,515 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.580
2023-07-25 00:58:14,530 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.580
2023-07-25 00:58:14,545 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.589
2023-07-25 00:58:14,561 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-25 00:58:14,574 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-25 00:58:14,587 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.597
2023-07-25 00:58:14,601 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-25 00:58:14,617 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-25 00:58:14,633 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.596
2023-07-25 00:58:14,649 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.596
2023-07-25 00:58:14,662 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-25 00:58:14,678 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.592
2023-07-25 00:58:14,693 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.597
2023-07-25 00:58:14,706 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.598
2023-07-25 00:58:14,721 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.593
2023-07-25 00:58:14,739 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-25 00:58:14,753 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-25 00:58:14,768 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.627
2023-07-25 00:58:14,782 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-25 00:58:14,796 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.623
2023-07-25 00:58:14,809 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.622
2023-07-25 00:58:14,827 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.628
2023-07-25 00:58:14,840 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-25 00:58:14,855 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-25 00:58:14,870 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-25 00:58:14,883 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 00:58:14,898 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 00:58:14,914 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 00:58:14,929 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 00:58:14,942 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 00:58:14,957 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 00:58:14,972 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 00:58:14,987 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 00:58:15,002 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 00:58:15,016 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 00:58:15,025 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.675
2023-07-25 00:58:15,040 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 00:58:15,057 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 00:58:15,070 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 00:58:15,085 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 00:58:15,100 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 00:58:15,116 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 00:58:15,132 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.659
2023-07-25 00:58:15,147 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.659
2023-07-25 00:58:15,162 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 00:58:15,178 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 00:58:15,193 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.671
2023-07-25 00:58:15,206 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 00:58:15,222 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 00:58:15,238 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 00:58:15,253 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 00:58:15,268 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 00:58:15,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.916, mIoU: 0.668
2023-07-25 00:58:15,298 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.916, mIoU: 0.668
2023-07-25 00:58:15,311 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-25 00:58:15,324 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.670
2023-07-25 00:58:15,339 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-25 00:58:15,351 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.918, mIoU: 0.669
2023-07-25 00:58:15,366 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 00:58:15,380 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 00:58:15,393 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 00:58:15,407 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 00:58:15,423 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 00:58:15,435 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 00:58:15,449 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 00:58:15,464 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 00:58:15,477 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 00:58:15,489 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 00:58:15,502 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 00:58:15,516 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 00:58:15,531 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 00:58:15,546 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 00:58:15,561 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 00:58:15,575 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 00:58:15,588 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 00:58:15,603 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 00:58:15,616 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 00:58:15,631 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 00:58:15,646 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 00:58:15,659 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 00:58:15,673 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 00:58:15,688 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 00:58:15,703 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 00:58:15,712 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 00:58:15,723 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 00:58:15,739 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 00:58:15,748 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 00:58:15,762 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 00:58:15,778 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 00:58:15,793 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 00:58:15,806 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 00:58:15,821 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:58:15,834 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:58:15,847 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:58:15,862 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 00:58:15,875 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 00:58:15,890 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 00:58:15,903 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 00:58:15,920 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 00:58:15,935 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 00:58:15,950 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:58:15,966 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:58:15,982 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 00:58:15,996 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 00:58:16,011 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 00:58:16,025 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 00:58:16,035 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 00:58:16,050 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 00:58:16,065 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 00:58:16,078 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 00:58:16,093 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 00:58:16,106 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 00:58:16,119 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 00:58:16,134 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 00:58:16,149 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 00:58:16,164 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 00:58:16,179 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 00:58:16,194 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 00:58:16,209 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:58:16,224 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 00:58:16,237 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:58:16,252 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 00:58:16,265 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 00:58:16,279 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 00:58:16,291 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 00:58:16,306 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 00:58:16,322 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 00:58:16,337 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.905, mIoU: 0.595
2023-07-25 00:58:16,354 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.905, mIoU: 0.594
2023-07-25 00:58:16,368 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.906, mIoU: 0.595
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2023-07-25 00:58:16,415 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-25 00:58:16,431 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.906, mIoU: 0.598
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2023-07-25 00:58:16,740 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.909, mIoU: 0.597
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2023-07-25 00:58:16,774 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.906, mIoU: 0.592
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2023-07-25 00:58:16,807 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.905, mIoU: 0.591
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2023-07-25 00:58:19,862 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.908, mIoU: 0.595
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2023-07-25 00:58:19,992 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.906, mIoU: 0.594
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2023-07-25 00:58:20,083 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.907, mIoU: 0.601
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2023-07-25 00:58:20,200 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:58:20,216 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 00:58:20,230 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.908, mIoU: 0.605
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2023-07-25 00:58:20,260 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.908, mIoU: 0.606
2023-07-25 00:58:20,274 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.908, mIoU: 0.603
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2023-07-25 00:58:20,317 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:58:20,329 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.906, mIoU: 0.599
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2023-07-25 00:58:20,358 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:58:20,373 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:58:20,387 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 00:58:20,402 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 00:58:20,414 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.905, mIoU: 0.599
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2023-07-25 00:58:20,554 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 00:58:20,562 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.599
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2023-07-25 00:58:20,732 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 00:58:20,747 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 00:58:20,760 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.605
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2023-07-25 00:58:20,803 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.907, mIoU: 0.606
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2023-07-25 00:58:20,849 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 00:58:20,864 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-25 00:58:20,873 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.608
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2023-07-25 00:58:20,901 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.609
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2023-07-25 00:58:20,927 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:20,940 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:20,953 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-25 00:58:20,996 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 00:58:21,135 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-25 00:58:21,284 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:21,299 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:21,314 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:21,326 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:21,340 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 00:58:21,369 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:21,384 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:21,399 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:21,411 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:21,427 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:21,442 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:21,455 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:21,470 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:21,482 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:21,497 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:21,510 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:21,522 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-25 00:58:21,549 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-25 00:58:21,579 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 00:58:21,594 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 00:58:21,602 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.910, mIoU: 0.623
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2023-07-25 00:58:21,633 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 00:58:21,648 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 00:58:21,663 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 00:58:21,677 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 00:58:21,690 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 00:58:21,703 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 00:58:21,718 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 00:58:21,732 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 00:58:21,747 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 00:58:21,759 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 00:58:21,772 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:21,787 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:21,801 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-25 00:58:21,829 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 00:58:21,849 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:21,867 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:21,884 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:21,898 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:21,914 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 00:58:21,929 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-25 00:58:21,973 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 00:58:21,989 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 00:58:22,004 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.910, mIoU: 0.622
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2023-07-25 00:58:22,072 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:22,087 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-25 00:58:22,114 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 00:58:22,128 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-25 00:58:22,712 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:22,724 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:22,739 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 00:58:22,754 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,768 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,781 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,796 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,808 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,823 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,837 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,852 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,871 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:22,886 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 00:58:22,901 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:22,914 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:22,928 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:22,943 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:22,957 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:22,975 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:22,990 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:23,005 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:23,015 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,028 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,043 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,056 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,071 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,084 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,097 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,112 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 00:58:23,129 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:23,145 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 00:58:23,160 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,174 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,188 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,201 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,216 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,231 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,246 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,261 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:23,276 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,290 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,303 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,318 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,333 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:23,346 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,359 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,372 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,388 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,402 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,415 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,429 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:23,445 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:23,459 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 00:58:23,472 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 00:58:23,485 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,493 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,508 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 00:58:23,523 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,538 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,554 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,569 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,584 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,600 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:23,615 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:23,628 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:23,643 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:23,658 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:58:23,673 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:58:23,688 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:58:23,701 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:58:23,715 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 00:58:23,728 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:58:23,742 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 00:58:23,756 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:23,769 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:23,782 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 00:58:23,796 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:23,812 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:23,824 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 00:58:23,838 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:23,851 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:23,863 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:23,879 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,896 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,911 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,927 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,942 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,957 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,971 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:23,986 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,002 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,019 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,035 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,051 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:24,066 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:24,080 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:24,092 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:24,105 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,120 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,136 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,150 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,163 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:24,178 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,192 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,206 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,221 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,235 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,248 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,263 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,275 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,289 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:58:24,304 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:58:24,318 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:58:24,334 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,347 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:58:24,362 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 00:58:24,378 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,391 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,404 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,420 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,435 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,451 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,465 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,477 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,490 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:24,504 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,518 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:24,533 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:24,550 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:24,563 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,578 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,592 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:24,607 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:24,622 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,636 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,650 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,665 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,680 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,693 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,708 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,723 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,737 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,750 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,765 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,780 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,796 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,809 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,823 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 00:58:24,836 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 00:58:24,851 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 00:58:24,864 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 00:58:24,877 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 00:58:24,892 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,909 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:24,923 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:24,938 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,954 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:24,969 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,985 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:24,999 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,011 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,025 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,039 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,051 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,065 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,081 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,094 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,107 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,121 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,138 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,153 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,169 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,182 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,195 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,210 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,225 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,241 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,256 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,268 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,281 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:25,293 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:25,309 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,324 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,338 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,353 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,364 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,377 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,392 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:25,408 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:58:25,421 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 00:58:25,436 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:25,450 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 00:58:25,465 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:25,479 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:25,494 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 00:58:25,507 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:25,523 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:25,538 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,552 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:25,568 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,583 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,598 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,613 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,628 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,643 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,659 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,673 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,688 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,703 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,716 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,729 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,742 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,758 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,772 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:25,788 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,803 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,815 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,829 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,845 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,859 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,872 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:25,887 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,902 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,917 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,932 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,948 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:25,963 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,976 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:25,988 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:26,005 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,020 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,036 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,049 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,065 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:26,080 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:26,095 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,110 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,123 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,139 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,152 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,167 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,181 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:26,193 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:26,209 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,221 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,236 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,250 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,265 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,279 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,293 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,307 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,321 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,338 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,353 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,369 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,385 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,395 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,410 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,423 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,439 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,454 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,471 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,484 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,500 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,515 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,530 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,545 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,560 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,572 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,587 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,602 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,616 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,629 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,644 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:26,658 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,673 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:26,685 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,699 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,714 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:26,726 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:26,740 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,756 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,769 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,783 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,797 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,811 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,826 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 00:58:26,841 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:26,856 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,871 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,886 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,899 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,913 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,930 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,943 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,956 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,971 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:26,986 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,002 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,018 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,031 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,044 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,060 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,075 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,088 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,103 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,116 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,132 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,147 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,163 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,178 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,193 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,203 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,219 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,235 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,249 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,263 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,279 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,294 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,308 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,325 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,340 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,355 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,370 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:27,385 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,401 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,416 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,429 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,444 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,459 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,472 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,485 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,500 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,515 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,529 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,536 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,549 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,562 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,575 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,587 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,602 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,617 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,633 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:27,646 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:27,659 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:27,674 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:27,685 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:27,700 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:27,714 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:27,729 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:27,744 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:27,759 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,774 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,785 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,798 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,812 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,827 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,841 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,856 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,869 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,878 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,889 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,902 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:27,913 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,928 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:27,942 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:27,957 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:27,973 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:27,988 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,002 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,018 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,033 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,048 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,064 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,078 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,093 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,108 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,123 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,137 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,151 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,166 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,178 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,194 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 00:58:28,207 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 00:58:28,221 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,236 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 00:58:28,253 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 00:58:28,268 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 00:58:28,281 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,296 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,310 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,324 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,339 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,351 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,364 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,379 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,394 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 00:58:28,409 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 00:58:28,424 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 00:58:28,440 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,455 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 00:58:28,470 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,485 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,498 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 00:58:28,513 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,524 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,537 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,552 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:28,564 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,579 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,593 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,608 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,623 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,639 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,654 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,669 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,681 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,696 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,708 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,723 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,737 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,750 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,764 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,777 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,791 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,806 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,821 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,836 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,850 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,863 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,875 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 00:58:28,891 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,904 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,918 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,934 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,951 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,966 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:28,979 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:28,992 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,008 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,023 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:29,039 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:29,052 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,065 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,080 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:29,095 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:29,110 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:29,124 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:29,140 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 00:58:29,155 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,169 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,183 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 00:58:29,199 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,214 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,228 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,243 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,256 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,271 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,286 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 00:58:29,302 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:29,314 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 00:58:29,329 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,344 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,360 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,373 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,388 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,403 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,417 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,433 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,448 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,463 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,476 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:29,491 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:29,507 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,520 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,535 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,548 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 00:58:29,557 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:29,572 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,587 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 00:58:29,600 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:29,615 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,629 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,643 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,656 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,671 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,685 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,700 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,716 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,730 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,746 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,760 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,773 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,787 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,802 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,816 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,829 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,842 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,856 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,871 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,886 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,901 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,914 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,929 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:29,943 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,956 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,973 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:29,989 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,004 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,019 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,032 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,047 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:30,061 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:30,076 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,091 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,104 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,119 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,132 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,145 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,158 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,172 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,187 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,201 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,216 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,226 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,239 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,255 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,271 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,284 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-25 00:58:30,330 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,343 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:30,357 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,372 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,385 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,400 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,412 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 00:58:30,425 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.910, mIoU: 0.618
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2023-07-25 00:58:30,455 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,469 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,484 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,497 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,512 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,526 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,538 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,553 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 00:58:30,568 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.910, mIoU: 0.620
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2023-07-25 00:58:30,681 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.910, mIoU: 0.619
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2023-07-25 00:58:30,829 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:30,843 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-25 00:58:30,903 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-25 00:58:30,933 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.909, mIoU: 0.619
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2023-07-25 00:58:30,961 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:30,977 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:30,990 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-25 00:58:31,089 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,104 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,119 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,132 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,149 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:31,166 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:31,181 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:31,193 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:31,208 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,223 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,234 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,248 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:31,263 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 00:58:31,277 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:31,289 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 00:58:31,301 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,316 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,329 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,344 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,356 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:31,371 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:31,383 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:31,395 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,409 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 00:58:31,424 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:31,438 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 00:58:31,452 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,468 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,481 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,495 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,510 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,524 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,539 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,552 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,564 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,580 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,595 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,610 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,623 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,635 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,651 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 00:58:31,666 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,678 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,691 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,706 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,721 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,736 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,750 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,765 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,780 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,793 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,807 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,822 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,835 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,850 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,865 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,879 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,894 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 00:58:31,909 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:31,924 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:31,938 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:31,953 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:31,967 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:31,983 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,000 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,014 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,029 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,044 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,057 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,070 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,084 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,100 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,113 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,128 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,144 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,159 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,173 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,188 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,203 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,217 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,230 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,243 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,256 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,268 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,281 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,296 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,311 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,324 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,337 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,352 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,363 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,377 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,392 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,408 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,423 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,438 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,451 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,465 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,480 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 00:58:32,493 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 00:58:32,508 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,524 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 00:58:32,539 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,553 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,568 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,583 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,598 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,613 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,625 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,641 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,656 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,671 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,686 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,701 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,715 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,730 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,745 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,759 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,774 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,789 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,804 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,814 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,828 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,841 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,854 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,870 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 00:58:32,885 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,900 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,912 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,926 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,940 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,955 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:32,969 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:32,985 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,001 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,014 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,029 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,045 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,058 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,073 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,088 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,100 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,115 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,126 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,143 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,157 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,172 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,187 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,199 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,212 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,226 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,240 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,254 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,266 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,279 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,293 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,308 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,324 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,337 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,352 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,369 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,385 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,400 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,415 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,423 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,439 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,451 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,465 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,480 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,495 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 00:58:33,509 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,524 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,539 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:33,554 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 00:58:33,569 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,581 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,596 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:33,611 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:33,626 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,641 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,656 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,672 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,685 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,699 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,713 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,728 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,741 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,754 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,769 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,785 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,799 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:33,814 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,829 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,844 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,858 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,871 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,886 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:33,899 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,914 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,929 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,944 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:33,958 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:33,971 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:33,986 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,001 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,017 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,032 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,047 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,062 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,076 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,089 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,103 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,117 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,132 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,148 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,163 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,179 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,194 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,208 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:34,218 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:34,233 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:34,246 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:34,261 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 00:58:34,276 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,291 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,306 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,317 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,326 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,343 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,357 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,372 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,384 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,399 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,413 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,426 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,440 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,455 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,469 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,485 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 00:58:34,497 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,511 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,525 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,540 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,552 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,567 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,582 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,596 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 00:58:34,612 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:34,625 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:34,639 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:34,654 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 00:58:34,671 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 00:58:51,634 semantic_segmentation INFO: Iters: 30410/150000 || Lr: 0.016311 || Task Loss: 0.5933 || KD Loss: 0.1586|| 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: 14:12:36 || Estimated Time: 2 days, 7:52:53
2023-07-25 00:59:08,473 semantic_segmentation INFO: Iters: 30420/150000 || Lr: 0.016310 || Task Loss: 0.4641 || KD Loss: 0.1641|| 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: 14:12:52 || Estimated Time: 2 days, 7:52:37
2023-07-25 00:59:25,390 semantic_segmentation INFO: Iters: 30430/150000 || Lr: 0.016308 || Task Loss: 0.4164 || KD Loss: 0.0991|| 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: 14:13:09 || Estimated Time: 2 days, 7:52:20
2023-07-25 00:59:42,380 semantic_segmentation INFO: Iters: 30440/150000 || Lr: 0.016307 || Task Loss: 0.4592 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2613|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:26 || Estimated Time: 2 days, 7:52:04
2023-07-25 00:59:59,356 semantic_segmentation INFO: Iters: 30450/150000 || Lr: 0.016306 || Task Loss: 0.5345 || KD Loss: 0.1320|| 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: 14:13:43 || Estimated Time: 2 days, 7:51:48
2023-07-25 01:00:16,254 semantic_segmentation INFO: Iters: 30460/150000 || Lr: 0.016305 || Task Loss: 0.4065 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:00 || Estimated Time: 2 days, 7:51:31
2023-07-25 01:00:33,254 semantic_segmentation INFO: Iters: 30470/150000 || Lr: 0.016303 || Task Loss: 0.4626 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:17 || Estimated Time: 2 days, 7:51:15
2023-07-25 01:00:50,243 semantic_segmentation INFO: Iters: 30480/150000 || Lr: 0.016302 || Task Loss: 0.4355 || KD Loss: 0.1263|| 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: 14:14:34 || Estimated Time: 2 days, 7:50:59
2023-07-25 01:01:07,187 semantic_segmentation INFO: Iters: 30490/150000 || Lr: 0.016301 || Task Loss: 0.5031 || KD Loss: 0.1857|| 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: 14:14:51 || Estimated Time: 2 days, 7:50:43
2023-07-25 01:01:24,047 semantic_segmentation INFO: Iters: 30500/150000 || Lr: 0.016300 || Task Loss: 0.4467 || KD Loss: 0.1084|| 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: 14:15:08 || Estimated Time: 2 days, 7:50:26
2023-07-25 01:01:41,025 semantic_segmentation INFO: Iters: 30510/150000 || Lr: 0.016299 || Task Loss: 0.4339 || 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: 14:15:25 || Estimated Time: 2 days, 7:50:10
2023-07-25 01:01:57,974 semantic_segmentation INFO: Iters: 30520/150000 || Lr: 0.016297 || Task Loss: 0.6790 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:15:42 || Estimated Time: 2 days, 7:49:53
2023-07-25 01:02:14,940 semantic_segmentation INFO: Iters: 30530/150000 || Lr: 0.016296 || Task Loss: 0.3974 || KD Loss: 0.0900|| 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: 14:15:59 || Estimated Time: 2 days, 7:49:37
2023-07-25 01:02:31,818 semantic_segmentation INFO: Iters: 30540/150000 || Lr: 0.016295 || Task Loss: 0.4498 || KD Loss: 0.1167|| 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: 14:16:16 || Estimated Time: 2 days, 7:49:20
2023-07-25 01:02:48,741 semantic_segmentation INFO: Iters: 30550/150000 || Lr: 0.016294 || Task Loss: 0.4978 || KD Loss: 0.1599|| 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: 14:16:33 || Estimated Time: 2 days, 7:49:04
2023-07-25 01:03:05,724 semantic_segmentation INFO: Iters: 30560/150000 || Lr: 0.016292 || Task Loss: 0.5801 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 7:48:48
2023-07-25 01:03:22,582 semantic_segmentation INFO: Iters: 30570/150000 || Lr: 0.016291 || Task Loss: 0.6446 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:07 || Estimated Time: 2 days, 7:48:31
2023-07-25 01:03:39,615 semantic_segmentation INFO: Iters: 30580/150000 || Lr: 0.016290 || Task Loss: 0.5875 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:24 || Estimated Time: 2 days, 7:48:15
2023-07-25 01:03:56,542 semantic_segmentation INFO: Iters: 30590/150000 || Lr: 0.016289 || Task Loss: 0.4393 || KD Loss: 0.1024|| 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: 14:17:41 || Estimated Time: 2 days, 7:47:59
2023-07-25 01:04:13,426 semantic_segmentation INFO: Iters: 30600/150000 || Lr: 0.016288 || Task Loss: 0.4330 || KD Loss: 0.1248|| 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: 14:17:57 || Estimated Time: 2 days, 7:47:42
2023-07-25 01:04:30,262 semantic_segmentation INFO: Iters: 30610/150000 || Lr: 0.016286 || Task Loss: 0.4544 || KD Loss: 0.1267|| 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: 14:18:14 || Estimated Time: 2 days, 7:47:25
2023-07-25 01:04:47,283 semantic_segmentation INFO: Iters: 30620/150000 || Lr: 0.016285 || Task Loss: 0.4770 || KD Loss: 0.0940|| 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: 14:18:31 || Estimated Time: 2 days, 7:47:09
2023-07-25 01:05:04,196 semantic_segmentation INFO: Iters: 30630/150000 || Lr: 0.016284 || Task Loss: 0.5075 || KD Loss: 0.1062|| 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: 14:18:48 || Estimated Time: 2 days, 7:46:53
2023-07-25 01:05:21,041 semantic_segmentation INFO: Iters: 30640/150000 || Lr: 0.016283 || Task Loss: 0.6406 || KD Loss: 0.2232|| 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: 14:19:05 || Estimated Time: 2 days, 7:46:36
2023-07-25 01:05:38,399 semantic_segmentation INFO: Iters: 30650/150000 || Lr: 0.016281 || Task Loss: 0.4980 || KD Loss: 0.1140|| 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: 14:19:22 || Estimated Time: 2 days, 7:46:22
2023-07-25 01:05:55,304 semantic_segmentation INFO: Iters: 30660/150000 || Lr: 0.016280 || Task Loss: 0.6909 || KD Loss: 0.1491|| 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: 14:19:39 || Estimated Time: 2 days, 7:46:05
2023-07-25 01:06:12,203 semantic_segmentation INFO: Iters: 30670/150000 || Lr: 0.016279 || Task Loss: 0.5460 || KD Loss: 0.1486|| 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: 14:19:56 || Estimated Time: 2 days, 7:45:48
2023-07-25 01:06:29,237 semantic_segmentation INFO: Iters: 30680/150000 || Lr: 0.016278 || Task Loss: 0.3976 || KD Loss: 0.1137|| 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: 14:20:13 || Estimated Time: 2 days, 7:45:32
2023-07-25 01:06:46,177 semantic_segmentation INFO: Iters: 30690/150000 || Lr: 0.016276 || Task Loss: 0.5901 || KD Loss: 0.1783|| 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: 14:20:30 || Estimated Time: 2 days, 7:45:16
2023-07-25 01:07:03,102 semantic_segmentation INFO: Iters: 30700/150000 || Lr: 0.016275 || Task Loss: 0.3367 || KD Loss: 0.0843|| 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: 14:20:47 || Estimated Time: 2 days, 7:45:00
2023-07-25 01:07:20,238 semantic_segmentation INFO: Iters: 30710/150000 || Lr: 0.016274 || Task Loss: 0.5327 || KD Loss: 0.1732|| 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: 14:21:04 || Estimated Time: 2 days, 7:44:44
2023-07-25 01:07:37,084 semantic_segmentation INFO: Iters: 30720/150000 || Lr: 0.016273 || Task Loss: 0.8467 || KD Loss: 0.2572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:21 || Estimated Time: 2 days, 7:44:27
2023-07-25 01:07:54,021 semantic_segmentation INFO: Iters: 30730/150000 || Lr: 0.016272 || Task Loss: 0.4503 || KD Loss: 0.0898|| 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: 14:21:38 || Estimated Time: 2 days, 7:44:11
2023-07-25 01:08:10,974 semantic_segmentation INFO: Iters: 30740/150000 || Lr: 0.016270 || Task Loss: 0.6480 || KD Loss: 0.1829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:55 || Estimated Time: 2 days, 7:43:55
2023-07-25 01:08:27,978 semantic_segmentation INFO: Iters: 30750/150000 || Lr: 0.016269 || Task Loss: 0.7417 || KD Loss: 0.2485|| 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: 14:22:12 || Estimated Time: 2 days, 7:43:39
2023-07-25 01:08:44,940 semantic_segmentation INFO: Iters: 30760/150000 || Lr: 0.016268 || Task Loss: 0.4936 || KD Loss: 0.1670|| 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: 14:22:29 || Estimated Time: 2 days, 7:43:22
2023-07-25 01:09:01,836 semantic_segmentation INFO: Iters: 30770/150000 || Lr: 0.016267 || Task Loss: 0.6868 || KD Loss: 0.1683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2737|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:46 || Estimated Time: 2 days, 7:43:06
2023-07-25 01:09:18,753 semantic_segmentation INFO: Iters: 30780/150000 || Lr: 0.016265 || Task Loss: 0.7644 || KD Loss: 0.2808|| 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: 14:23:03 || Estimated Time: 2 days, 7:42:49
2023-07-25 01:09:35,613 semantic_segmentation INFO: Iters: 30790/150000 || Lr: 0.016264 || Task Loss: 0.4627 || KD Loss: 0.1188|| 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: 14:23:20 || Estimated Time: 2 days, 7:42:32
2023-07-25 01:09:52,554 semantic_segmentation INFO: Iters: 30800/150000 || Lr: 0.016263 || Task Loss: 0.5314 || KD Loss: 0.1382|| 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: 14:23:37 || Estimated Time: 2 days, 7:42:16
2023-07-25 01:10:09,483 semantic_segmentation INFO: Iters: 30810/150000 || Lr: 0.016262 || Task Loss: 0.5212 || KD Loss: 0.1271|| 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: 14:23:53 || Estimated Time: 2 days, 7:42:00
2023-07-25 01:10:26,338 semantic_segmentation INFO: Iters: 30820/150000 || Lr: 0.016261 || Task Loss: 0.6188 || KD Loss: 0.1956|| 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: 14:24:10 || Estimated Time: 2 days, 7:41:43
2023-07-25 01:10:43,277 semantic_segmentation INFO: Iters: 30830/150000 || Lr: 0.016259 || Task Loss: 0.3850 || KD Loss: 0.1004|| 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: 14:24:27 || Estimated Time: 2 days, 7:41:27
2023-07-25 01:11:00,405 semantic_segmentation INFO: Iters: 30840/150000 || Lr: 0.016258 || Task Loss: 0.7082 || KD Loss: 0.1875|| 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: 14:24:44 || Estimated Time: 2 days, 7:41:11
2023-07-25 01:11:17,330 semantic_segmentation INFO: Iters: 30850/150000 || Lr: 0.016257 || Task Loss: 0.4851 || KD Loss: 0.1258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:01 || Estimated Time: 2 days, 7:40:54
2023-07-25 01:11:34,377 semantic_segmentation INFO: Iters: 30860/150000 || Lr: 0.016256 || Task Loss: 0.6461 || KD Loss: 0.1820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:18 || Estimated Time: 2 days, 7:40:39
2023-07-25 01:11:51,310 semantic_segmentation INFO: Iters: 30870/150000 || Lr: 0.016254 || Task Loss: 0.4056 || KD Loss: 0.0928|| 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: 14:25:35 || Estimated Time: 2 days, 7:40:22
2023-07-25 01:12:08,128 semantic_segmentation INFO: Iters: 30880/150000 || Lr: 0.016253 || Task Loss: 0.6236 || KD Loss: 0.1708|| 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: 14:25:52 || Estimated Time: 2 days, 7:40:05
2023-07-25 01:12:25,333 semantic_segmentation INFO: Iters: 30890/150000 || Lr: 0.016252 || Task Loss: 0.2890 || KD Loss: 0.0805|| 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: 14:26:09 || Estimated Time: 2 days, 7:39:50
2023-07-25 01:12:42,180 semantic_segmentation INFO: Iters: 30900/150000 || Lr: 0.016251 || Task Loss: 0.5607 || KD Loss: 0.1866|| 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: 14:26:26 || Estimated Time: 2 days, 7:39:33
2023-07-25 01:12:59,140 semantic_segmentation INFO: Iters: 30910/150000 || Lr: 0.016249 || Task Loss: 0.6564 || KD Loss: 0.2329|| 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: 14:26:43 || Estimated Time: 2 days, 7:39:17
2023-07-25 01:13:16,200 semantic_segmentation INFO: Iters: 30920/150000 || Lr: 0.016248 || Task Loss: 0.3815 || KD Loss: 0.1257|| 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: 14:27:00 || Estimated Time: 2 days, 7:39:01
2023-07-25 01:13:33,054 semantic_segmentation INFO: Iters: 30930/150000 || Lr: 0.016247 || Task Loss: 0.5436 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:17 || Estimated Time: 2 days, 7:38:44
2023-07-25 01:13:49,968 semantic_segmentation INFO: Iters: 30940/150000 || Lr: 0.016246 || Task Loss: 0.6596 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:34 || Estimated Time: 2 days, 7:38:28
2023-07-25 01:14:06,917 semantic_segmentation INFO: Iters: 30950/150000 || Lr: 0.016245 || Task Loss: 0.4985 || KD Loss: 0.1375|| 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: 14:27:51 || Estimated Time: 2 days, 7:38:11
2023-07-25 01:14:23,801 semantic_segmentation INFO: Iters: 30960/150000 || Lr: 0.016243 || Task Loss: 0.6847 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:08 || Estimated Time: 2 days, 7:37:55
2023-07-25 01:14:40,754 semantic_segmentation INFO: Iters: 30970/150000 || Lr: 0.016242 || Task Loss: 0.4514 || KD Loss: 0.1085|| 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: 14:28:25 || Estimated Time: 2 days, 7:37:38
2023-07-25 01:14:57,633 semantic_segmentation INFO: Iters: 30980/150000 || Lr: 0.016241 || Task Loss: 0.7561 || KD Loss: 0.3476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:42 || Estimated Time: 2 days, 7:37:22
2023-07-25 01:15:14,512 semantic_segmentation INFO: Iters: 30990/150000 || Lr: 0.016240 || Task Loss: 0.6785 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:58 || Estimated Time: 2 days, 7:37:05
2023-07-25 01:15:31,606 semantic_segmentation INFO: Iters: 31000/150000 || Lr: 0.016238 || Task Loss: 0.3792 || KD Loss: 0.0728|| 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: 14:29:16 || Estimated Time: 2 days, 7:36:49
2023-07-25 01:15:48,482 semantic_segmentation INFO: Iters: 31010/150000 || Lr: 0.016237 || Task Loss: 0.4607 || KD Loss: 0.0970|| 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: 14:29:32 || Estimated Time: 2 days, 7:36:33
2023-07-25 01:16:05,889 semantic_segmentation INFO: Iters: 31020/150000 || Lr: 0.016236 || Task Loss: 0.3585 || KD Loss: 0.0702|| 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: 14:29:50 || Estimated Time: 2 days, 7:36:18
2023-07-25 01:16:22,885 semantic_segmentation INFO: Iters: 31030/150000 || Lr: 0.016235 || Task Loss: 0.4262 || KD Loss: 0.1238|| 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: 14:30:07 || Estimated Time: 2 days, 7:36:02
2023-07-25 01:16:39,829 semantic_segmentation INFO: Iters: 31040/150000 || Lr: 0.016233 || Task Loss: 0.4280 || KD Loss: 0.1135|| 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: 14:30:24 || Estimated Time: 2 days, 7:35:46
2023-07-25 01:16:56,755 semantic_segmentation INFO: Iters: 31050/150000 || Lr: 0.016232 || Task Loss: 0.4019 || KD Loss: 0.0885|| 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: 14:30:41 || Estimated Time: 2 days, 7:35:29
2023-07-25 01:17:13,684 semantic_segmentation INFO: Iters: 31060/150000 || Lr: 0.016231 || Task Loss: 0.4035 || KD Loss: 0.1022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2622|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:58 || Estimated Time: 2 days, 7:35:13
2023-07-25 01:17:31,133 semantic_segmentation INFO: Iters: 31070/150000 || Lr: 0.016230 || Task Loss: 0.5591 || KD Loss: 0.1553|| 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: 14:31:15 || Estimated Time: 2 days, 7:34:59
2023-07-25 01:17:48,016 semantic_segmentation INFO: Iters: 31080/150000 || Lr: 0.016229 || Task Loss: 0.6324 || KD Loss: 0.1752|| 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: 14:31:32 || Estimated Time: 2 days, 7:34:42
2023-07-25 01:18:04,876 semantic_segmentation INFO: Iters: 31090/150000 || Lr: 0.016227 || Task Loss: 0.9944 || KD Loss: 0.3959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:49 || Estimated Time: 2 days, 7:34:25
2023-07-25 01:18:21,844 semantic_segmentation INFO: Iters: 31100/150000 || Lr: 0.016226 || Task Loss: 0.5274 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:32:06 || Estimated Time: 2 days, 7:34:09
2023-07-25 01:18:38,814 semantic_segmentation INFO: Iters: 31110/150000 || Lr: 0.016225 || Task Loss: 0.4146 || KD Loss: 0.1005|| 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: 14:32:23 || Estimated Time: 2 days, 7:33:53
2023-07-25 01:18:55,623 semantic_segmentation INFO: Iters: 31120/150000 || Lr: 0.016224 || Task Loss: 0.8910 || KD Loss: 0.3728|| 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: 14:32:40 || Estimated Time: 2 days, 7:33:36
2023-07-25 01:19:12,632 semantic_segmentation INFO: Iters: 31130/150000 || Lr: 0.016222 || Task Loss: 0.5294 || KD Loss: 0.1987|| 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: 14:32:57 || Estimated Time: 2 days, 7:33:20
2023-07-25 01:19:29,538 semantic_segmentation INFO: Iters: 31140/150000 || Lr: 0.016221 || Task Loss: 0.6792 || KD Loss: 0.2325|| 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: 14:33:14 || Estimated Time: 2 days, 7:33:03
2023-07-25 01:19:46,465 semantic_segmentation INFO: Iters: 31150/150000 || Lr: 0.016220 || Task Loss: 0.7407 || KD Loss: 0.2580|| 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: 14:33:30 || Estimated Time: 2 days, 7:32:47
2023-07-25 01:20:03,430 semantic_segmentation INFO: Iters: 31160/150000 || Lr: 0.016219 || Task Loss: 0.4313 || KD Loss: 0.1043|| 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: 14:33:47 || Estimated Time: 2 days, 7:32:30
2023-07-25 01:20:20,258 semantic_segmentation INFO: Iters: 31170/150000 || Lr: 0.016218 || Task Loss: 0.5795 || KD Loss: 0.2431|| 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: 14:34:04 || Estimated Time: 2 days, 7:32:14
2023-07-25 01:20:37,258 semantic_segmentation INFO: Iters: 31180/150000 || Lr: 0.016216 || Task Loss: 0.9944 || KD Loss: 0.3287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:21 || Estimated Time: 2 days, 7:31:57
2023-07-25 01:20:55,857 semantic_segmentation INFO: Iters: 31190/150000 || Lr: 0.016215 || Task Loss: 0.6137 || KD Loss: 0.1723|| 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: 14:34:40 || Estimated Time: 2 days, 7:31:47
2023-07-25 01:21:14,843 semantic_segmentation INFO: Iters: 31200/150000 || Lr: 0.016214 || Task Loss: 1.3085 || KD Loss: 0.5864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:59 || Estimated Time: 2 days, 7:31:39
2023-07-25 01:21:15,083 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 01:21:15,537 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-25 01:21:15,562 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.132
2023-07-25 01:21:15,574 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.156
2023-07-25 01:21:15,588 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.156
2023-07-25 01:21:15,602 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.916, mIoU: 0.199
2023-07-25 01:21:15,614 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.875, mIoU: 0.200
2023-07-25 01:21:15,629 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.888, mIoU: 0.235
2023-07-25 01:21:15,643 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.899, mIoU: 0.252
2023-07-25 01:21:15,656 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.898, mIoU: 0.267
2023-07-25 01:21:15,671 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.891, mIoU: 0.294
2023-07-25 01:21:15,685 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.878, mIoU: 0.297
2023-07-25 01:21:15,700 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.312
2023-07-25 01:21:15,712 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.838, mIoU: 0.293
2023-07-25 01:21:15,727 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.841, mIoU: 0.285
2023-07-25 01:21:15,741 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.847, mIoU: 0.280
2023-07-25 01:21:15,754 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.849, mIoU: 0.277
2023-07-25 01:21:15,765 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.853, mIoU: 0.277
2023-07-25 01:21:15,777 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.859, mIoU: 0.277
2023-07-25 01:21:15,792 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.857, mIoU: 0.277
2023-07-25 01:21:15,807 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.862, mIoU: 0.321
2023-07-25 01:21:15,822 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.869, mIoU: 0.343
2023-07-25 01:21:15,837 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.871, mIoU: 0.353
2023-07-25 01:21:15,852 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.871, mIoU: 0.374
2023-07-25 01:21:15,868 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.875, mIoU: 0.389
2023-07-25 01:21:15,884 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.878, mIoU: 0.394
2023-07-25 01:21:15,899 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.878, mIoU: 0.405
2023-07-25 01:21:15,914 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.881, mIoU: 0.407
2023-07-25 01:21:15,925 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.884, mIoU: 0.408
2023-07-25 01:21:15,940 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.881, mIoU: 0.406
2023-07-25 01:21:15,955 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.885, mIoU: 0.406
2023-07-25 01:21:15,969 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.888, mIoU: 0.415
2023-07-25 01:21:15,984 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.891, mIoU: 0.414
2023-07-25 01:21:15,999 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.426
2023-07-25 01:21:16,013 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.894, mIoU: 0.423
2023-07-25 01:21:16,028 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.897, mIoU: 0.441
2023-07-25 01:21:16,043 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.442
2023-07-25 01:21:16,056 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.901, mIoU: 0.441
2023-07-25 01:21:16,069 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.903, mIoU: 0.483
2023-07-25 01:21:16,085 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.900, mIoU: 0.478
2023-07-25 01:21:16,099 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.900, mIoU: 0.479
2023-07-25 01:21:16,113 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.901, mIoU: 0.504
2023-07-25 01:21:16,128 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.903, mIoU: 0.504
2023-07-25 01:21:16,142 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.500
2023-07-25 01:21:16,155 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.500
2023-07-25 01:21:16,171 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.899, mIoU: 0.503
2023-07-25 01:21:16,186 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.901, mIoU: 0.509
2023-07-25 01:21:16,199 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-25 01:21:16,211 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-25 01:21:16,226 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-25 01:21:16,242 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.508
2023-07-25 01:21:16,258 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.902, mIoU: 0.506
2023-07-25 01:21:16,273 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-25 01:21:16,287 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.905, mIoU: 0.504
2023-07-25 01:21:16,302 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-25 01:21:16,318 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.907, mIoU: 0.509
2023-07-25 01:21:16,331 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-25 01:21:16,346 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.905, mIoU: 0.504
2023-07-25 01:21:16,363 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.907, mIoU: 0.503
2023-07-25 01:21:16,376 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.908, mIoU: 0.503
2023-07-25 01:21:16,391 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.902, mIoU: 0.540
2023-07-25 01:21:16,405 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.901, mIoU: 0.542
2023-07-25 01:21:16,421 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.902, mIoU: 0.538
2023-07-25 01:21:16,433 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.903, mIoU: 0.538
2023-07-25 01:21:16,451 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.904, mIoU: 0.544
2023-07-25 01:21:16,465 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.905, mIoU: 0.546
2023-07-25 01:21:16,480 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.904, mIoU: 0.543
2023-07-25 01:21:16,495 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.906, mIoU: 0.544
2023-07-25 01:21:16,508 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.907, mIoU: 0.590
2023-07-25 01:21:16,523 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.908, mIoU: 0.591
2023-07-25 01:21:16,538 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.904, mIoU: 0.587
2023-07-25 01:21:16,554 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:16,567 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 01:21:16,582 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:16,597 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:16,612 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 01:21:16,627 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 01:21:16,642 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:16,652 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:16,667 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:16,684 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-25 01:21:16,697 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 01:21:16,712 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-25 01:21:16,728 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 01:21:16,743 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 01:21:16,758 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.903, mIoU: 0.615
2023-07-25 01:21:16,773 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-25 01:21:16,788 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:16,803 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:16,818 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-25 01:21:16,831 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 01:21:16,846 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 01:21:16,861 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:16,876 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 01:21:16,891 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 01:21:16,906 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.904, mIoU: 0.633
2023-07-25 01:21:16,922 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.904, mIoU: 0.633
2023-07-25 01:21:16,935 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.905, mIoU: 0.634
2023-07-25 01:21:16,948 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-25 01:21:16,962 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 01:21:16,975 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 01:21:16,991 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 01:21:17,005 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 01:21:17,018 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 01:21:17,033 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 01:21:17,048 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 01:21:17,061 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 01:21:17,076 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.908, mIoU: 0.635
2023-07-25 01:21:17,091 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 01:21:17,106 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 01:21:17,120 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 01:21:17,134 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 01:21:17,147 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 01:21:17,162 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 01:21:17,178 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 01:21:17,193 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 01:21:17,207 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 01:21:17,221 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 01:21:17,236 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 01:21:17,249 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 01:21:17,263 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 01:21:17,278 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 01:21:17,291 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 01:21:17,304 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 01:21:17,319 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 01:21:17,335 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 01:21:17,343 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 01:21:17,355 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 01:21:17,370 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 01:21:17,379 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 01:21:17,392 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 01:21:17,407 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 01:21:17,422 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 01:21:17,436 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 01:21:17,451 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 01:21:17,464 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 01:21:17,477 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 01:21:17,493 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 01:21:17,506 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 01:21:17,522 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 01:21:17,535 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 01:21:17,551 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 01:21:17,566 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 01:21:17,582 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 01:21:17,597 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.911, mIoU: 0.607
2023-07-25 01:21:17,613 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.911, mIoU: 0.608
2023-07-25 01:21:17,627 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.909, mIoU: 0.599
2023-07-25 01:21:17,642 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.910, mIoU: 0.600
2023-07-25 01:21:17,657 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.909, mIoU: 0.603
2023-07-25 01:21:17,668 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 01:21:17,683 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 01:21:17,698 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 01:21:17,711 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 01:21:17,726 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 01:21:17,739 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 01:21:17,752 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 01:21:17,767 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 01:21:17,781 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 01:21:17,797 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 01:21:17,811 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 01:21:17,826 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 01:21:17,841 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 01:21:17,856 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 01:21:17,869 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 01:21:17,885 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 01:21:17,898 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.910, mIoU: 0.616
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2023-07-25 01:21:23,620 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-25 01:21:23,635 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-25 01:21:23,650 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-25 01:21:23,663 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.900, mIoU: 0.604
2023-07-25 01:21:23,679 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,694 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-25 01:21:23,711 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.899, mIoU: 0.603
2023-07-25 01:21:23,721 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,736 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-25 01:21:23,752 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-25 01:21:23,765 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-25 01:21:23,780 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-25 01:21:23,793 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.899, mIoU: 0.602
2023-07-25 01:21:23,809 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,824 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,839 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,852 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,864 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,877 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,892 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,908 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,923 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,937 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,952 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,965 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.900, mIoU: 0.602
2023-07-25 01:21:23,980 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:23,995 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:24,008 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:24,023 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.900, mIoU: 0.603
2023-07-25 01:21:24,038 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:24,053 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:24,068 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:24,082 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,094 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,108 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,123 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,137 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,152 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:24,166 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,178 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,192 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,209 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:24,225 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,238 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,253 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,267 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,283 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:24,298 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:24,313 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,328 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,343 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,357 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,372 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,385 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,399 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,415 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,430 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,443 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,459 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,472 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,487 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,502 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,518 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,532 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,547 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,562 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,576 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,591 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.902, mIoU: 0.611
2023-07-25 01:21:24,605 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,620 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,637 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,652 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-25 01:21:24,667 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-25 01:21:24,678 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-25 01:21:24,691 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-25 01:21:24,706 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-25 01:21:24,719 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 01:21:24,733 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,746 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:24,759 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,773 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,789 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,804 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:24,820 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,833 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,847 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,860 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,875 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,890 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,905 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,921 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:24,936 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,951 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:24,964 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,979 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:24,994 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,006 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,020 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,034 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,049 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-25 01:21:25,064 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,077 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,092 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,107 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,122 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,135 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,148 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,156 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,171 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 01:21:25,187 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,201 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,218 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,234 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,249 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 01:21:25,265 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:25,281 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,294 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,309 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,323 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,338 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,353 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,366 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,379 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:25,393 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 01:21:25,407 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 01:21:25,421 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-25 01:21:25,434 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 01:21:25,447 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 01:21:25,461 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-25 01:21:25,477 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-25 01:21:25,489 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-25 01:21:25,503 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-25 01:21:25,516 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,527 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,542 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,557 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,572 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,586 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,601 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,616 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,629 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,644 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,659 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,676 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 01:21:25,692 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 01:21:25,707 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 01:21:25,723 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 01:21:25,736 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 01:21:25,749 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 01:21:25,762 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,777 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 01:21:25,793 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 01:21:25,806 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 01:21:25,819 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 01:21:25,834 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,849 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,864 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,879 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,894 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,908 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,924 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,937 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 01:21:25,951 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:25,966 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:25,980 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:25,996 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,010 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,025 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:26,041 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,053 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,067 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,083 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,099 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:26,114 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,129 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,142 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,155 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,169 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 01:21:26,183 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 01:21:26,198 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:26,216 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:26,230 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:26,246 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,259 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,278 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,294 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,307 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,320 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:26,335 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:26,350 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:26,363 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,378 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:26,393 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:26,407 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:26,421 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:26,436 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,451 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,467 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,480 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,494 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,507 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,523 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,535 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,549 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,563 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,578 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,591 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,606 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:26,622 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,637 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,652 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,666 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,678 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,692 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:26,706 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,718 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,732 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:26,747 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,761 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,774 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,789 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,804 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,820 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,835 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,849 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,862 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,877 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,892 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,907 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,922 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,935 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:26,948 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:26,959 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,974 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:26,989 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,004 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,018 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,029 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,041 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,056 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,071 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,083 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,098 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,111 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:27,127 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 01:21:27,140 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 01:21:27,155 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.903, mIoU: 0.604
2023-07-25 01:21:27,168 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 01:21:27,183 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 01:21:27,198 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 01:21:27,211 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 01:21:27,227 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,243 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,260 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,275 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,290 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:27,305 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:27,320 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:27,334 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:27,350 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:27,365 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,378 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,391 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,404 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,422 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,436 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,452 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,467 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,479 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,493 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,510 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,525 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,538 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,554 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,569 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:27,583 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,597 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,613 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,628 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:27,641 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,653 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:27,670 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,685 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:27,700 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:27,713 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.903, mIoU: 0.605
2023-07-25 01:21:27,729 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:27,744 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,759 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,774 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,787 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,802 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,816 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,831 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,845 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,858 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,873 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,886 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,901 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,917 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,933 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:27,947 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,962 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,977 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:27,991 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,007 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,022 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,037 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,052 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,062 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,077 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,090 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,105 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,119 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,135 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,147 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,162 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,177 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,191 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,207 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,222 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,235 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,250 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,266 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,281 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,294 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:28,310 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:28,325 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,340 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,354 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,369 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,384 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,398 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,412 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,427 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,440 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,454 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,467 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,481 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,496 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,511 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 01:21:28,526 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:28,542 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:28,557 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,570 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,583 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,598 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,611 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,624 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,640 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:28,655 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,669 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,685 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,698 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,711 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,727 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,742 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,756 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,771 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,784 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,800 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,814 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,830 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,845 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,860 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,870 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,886 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,901 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:28,914 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:28,929 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:28,943 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:28,958 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:28,972 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:28,986 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 01:21:29,001 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 01:21:29,017 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 01:21:29,031 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:29,046 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:29,063 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:29,078 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 01:21:29,092 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 01:21:29,107 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 01:21:29,123 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 01:21:29,137 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:29,150 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 01:21:29,165 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,181 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,196 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,204 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,217 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,230 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,243 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,254 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,270 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,287 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,301 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,314 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,327 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,341 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,352 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,367 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,379 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,394 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,408 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,423 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,437 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,448 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,461 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,475 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,490 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,504 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,519 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,531 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,541 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,553 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,566 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:29,577 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,592 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,605 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:29,620 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.904, mIoU: 0.607
2023-07-25 01:21:29,636 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,652 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,665 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,681 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,696 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,711 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,726 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,740 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,754 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,769 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,784 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:29,796 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:29,809 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,824 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,836 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,851 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,864 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,879 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:29,893 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,910 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,925 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,938 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,953 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,968 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:29,983 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:29,998 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:30,010 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:30,023 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:30,038 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:30,053 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-25 01:21:30,068 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.906, mIoU: 0.612
2023-07-25 01:21:30,082 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,098 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 01:21:30,114 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-25 01:21:30,128 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,143 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,156 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,171 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,181 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,194 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,209 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,221 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,236 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,251 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,266 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,282 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,299 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:30,314 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 01:21:30,328 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,341 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,356 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,368 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,383 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,397 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,410 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,425 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,438 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,452 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,466 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,481 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,496 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,510 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,523 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 01:21:30,535 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,550 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,563 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,577 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,593 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,609 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,624 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,637 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,650 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,666 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,682 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,698 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,711 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,724 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,740 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:30,755 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.905, mIoU: 0.609
2023-07-25 01:21:30,770 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,784 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,799 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.610
2023-07-25 01:21:30,813 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:30,827 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:30,842 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:30,857 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:30,872 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.905, mIoU: 0.611
2023-07-25 01:21:30,886 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,901 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,914 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,929 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,943 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,958 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,971 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 01:21:30,986 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,001 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,018 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,031 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,046 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,062 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,076 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,092 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,108 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,124 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,137 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,152 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,168 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,181 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,195 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,208 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,217 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,231 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,246 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,258 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:31,273 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,287 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,301 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,314 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,329 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,343 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,357 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,374 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,388 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,404 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,419 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,433 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.904, mIoU: 0.609
2023-07-25 01:21:31,448 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,463 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,478 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,490 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,503 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,518 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,533 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,548 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,562 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,575 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,590 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,604 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,617 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,632 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,647 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,662 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,676 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,689 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,704 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,718 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,733 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,747 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,760 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,775 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,787 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,801 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,814 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,829 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,844 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,860 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,875 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,885 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,898 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,914 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,930 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:31,943 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,959 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,975 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:31,990 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,004 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,017 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,032 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,045 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,060 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,073 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,085 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,100 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,115 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,130 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,145 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,158 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,172 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,187 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,199 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,213 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,228 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,243 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,257 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,270 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,283 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,297 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,313 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.904, mIoU: 0.612
2023-07-25 01:21:32,329 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,342 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,356 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,373 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,387 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,397 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,412 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,428 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,443 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,458 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,471 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,486 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,501 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 01:21:32,514 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,529 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,544 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,559 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,575 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,590 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,605 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 01:21:32,619 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,634 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,647 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,661 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 01:21:32,676 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,692 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,704 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,719 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,731 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,746 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,762 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,776 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,789 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,804 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,820 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,835 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,848 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,863 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,878 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,889 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,904 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,919 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 01:21:32,934 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,947 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,960 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,975 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:32,990 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:33,005 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:33,018 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,033 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,045 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,058 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 01:21:33,073 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,088 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,103 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.903, mIoU: 0.608
2023-07-25 01:21:33,118 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,134 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,147 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:33,162 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 01:21:33,176 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,191 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,205 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,219 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,232 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,249 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,264 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,280 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,293 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,307 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,323 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 01:21:33,339 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,353 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,367 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,382 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,397 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,413 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,428 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,443 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,458 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,471 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,485 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,499 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,512 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,526 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,540 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,555 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:33,569 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:33,583 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 01:21:33,598 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,612 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,626 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,641 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,656 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,671 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,685 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,701 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,716 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,729 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,742 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,757 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,773 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,786 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,801 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,816 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,831 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,846 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,861 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,876 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,891 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,904 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,917 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:33,930 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,943 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,956 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,971 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,986 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:33,999 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,012 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,027 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,038 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,052 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,068 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,083 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,098 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,114 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,127 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,142 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:34,157 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,171 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,186 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,201 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,217 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,230 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,245 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,261 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 01:21:34,275 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 01:21:34,291 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 01:21:34,303 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,318 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,334 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,351 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,365 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,378 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,393 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,408 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,423 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,439 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,453 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,468 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,483 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,493 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,507 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,520 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,533 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,549 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,563 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,577 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,589 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,602 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,616 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,631 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,645 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,660 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,675 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,688 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,703 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,719 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,733 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 01:21:34,748 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,763 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,777 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,792 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,803 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,820 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,835 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,850 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,866 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,878 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,892 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,905 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:34,920 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,934 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:34,947 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:34,960 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:34,975 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:34,990 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:35,004 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,016 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:35,031 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:35,047 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,062 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,076 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,091 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,099 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,114 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,126 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,139 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:35,154 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,169 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 01:21:35,183 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,198 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,213 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,228 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,243 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,255 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,270 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,287 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,302 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,319 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,334 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,353 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,368 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,383 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,398 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,414 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,427 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,441 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,457 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,472 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,487 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,501 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,516 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,530 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,545 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,558 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 01:21:35,573 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,586 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,600 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,616 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,630 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,645 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,657 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,673 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,688 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,704 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,720 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,735 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,751 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,767 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,781 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,796 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,810 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,826 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,841 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,857 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,872 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,887 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 01:21:35,900 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,911 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,925 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,938 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,952 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,966 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,980 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:35,994 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,005 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,016 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,031 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,046 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,060 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,072 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,086 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:36,101 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,115 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,130 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,144 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,158 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,172 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,185 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,199 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,214 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,228 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,241 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,255 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,269 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.902, mIoU: 0.602
2023-07-25 01:21:36,284 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 01:21:36,299 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:36,313 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:36,327 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:36,342 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 01:21:36,360 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.602
2023-07-25 01:21:53,127 semantic_segmentation INFO: Iters: 31210/150000 || Lr: 0.016213 || Task Loss: 0.4931 || KD Loss: 0.1450|| 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: 14:35:37 || Estimated Time: 2 days, 7:32:44
2023-07-25 01:22:09,977 semantic_segmentation INFO: Iters: 31220/150000 || Lr: 0.016211 || Task Loss: 0.4332 || KD Loss: 0.1148|| 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: 14:35:54 || Estimated Time: 2 days, 7:32:27
2023-07-25 01:22:26,895 semantic_segmentation INFO: Iters: 31230/150000 || Lr: 0.016210 || Task Loss: 0.5816 || KD Loss: 0.1592|| 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: 14:36:11 || Estimated Time: 2 days, 7:32:10
2023-07-25 01:22:44,380 semantic_segmentation INFO: Iters: 31240/150000 || Lr: 0.016209 || Task Loss: 1.0465 || KD Loss: 0.4020|| 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: 14:36:28 || Estimated Time: 2 days, 7:31:56
2023-07-25 01:23:01,200 semantic_segmentation INFO: Iters: 31250/150000 || Lr: 0.016208 || Task Loss: 0.3873 || KD Loss: 0.0976|| 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: 14:36:45 || Estimated Time: 2 days, 7:31:39
2023-07-25 01:23:18,154 semantic_segmentation INFO: Iters: 31260/150000 || Lr: 0.016206 || Task Loss: 0.7789 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:02 || Estimated Time: 2 days, 7:31:23
2023-07-25 01:23:35,107 semantic_segmentation INFO: Iters: 31270/150000 || Lr: 0.016205 || Task Loss: 0.5432 || KD Loss: 0.1445|| 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: 14:37:19 || Estimated Time: 2 days, 7:31:06
2023-07-25 01:23:52,392 semantic_segmentation INFO: Iters: 31280/150000 || Lr: 0.016204 || Task Loss: 0.4100 || KD Loss: 0.1118|| 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: 14:37:36 || Estimated Time: 2 days, 7:30:51
2023-07-25 01:24:09,309 semantic_segmentation INFO: Iters: 31290/150000 || Lr: 0.016203 || Task Loss: 0.5322 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:53 || Estimated Time: 2 days, 7:30:35
2023-07-25 01:24:26,236 semantic_segmentation INFO: Iters: 31300/150000 || Lr: 0.016202 || Task Loss: 0.8631 || KD Loss: 0.2296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:10 || Estimated Time: 2 days, 7:30:18
2023-07-25 01:24:43,620 semantic_segmentation INFO: Iters: 31310/150000 || Lr: 0.016200 || Task Loss: 0.7043 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:28 || Estimated Time: 2 days, 7:30:03
2023-07-25 01:25:00,459 semantic_segmentation INFO: Iters: 31320/150000 || Lr: 0.016199 || Task Loss: 0.5055 || KD Loss: 0.1122|| 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: 14:38:44 || Estimated Time: 2 days, 7:29:47
2023-07-25 01:25:17,433 semantic_segmentation INFO: Iters: 31330/150000 || Lr: 0.016198 || Task Loss: 0.6081 || KD Loss: 0.1637|| 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: 14:39:01 || Estimated Time: 2 days, 7:29:30
2023-07-25 01:25:34,292 semantic_segmentation INFO: Iters: 31340/150000 || Lr: 0.016197 || Task Loss: 0.4099 || KD Loss: 0.1014|| 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: 14:39:18 || Estimated Time: 2 days, 7:29:14
2023-07-25 01:25:51,287 semantic_segmentation INFO: Iters: 31350/150000 || Lr: 0.016195 || Task Loss: 0.5762 || KD Loss: 0.2191|| 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: 14:39:35 || Estimated Time: 2 days, 7:28:57
2023-07-25 01:26:08,637 semantic_segmentation INFO: Iters: 31360/150000 || Lr: 0.016194 || Task Loss: 0.4656 || KD Loss: 0.1398|| 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: 14:39:53 || Estimated Time: 2 days, 7:28:42
2023-07-25 01:26:25,719 semantic_segmentation INFO: Iters: 31370/150000 || Lr: 0.016193 || Task Loss: 0.5424 || KD Loss: 0.1222|| 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: 14:40:10 || Estimated Time: 2 days, 7:28:27
2023-07-25 01:26:43,017 semantic_segmentation INFO: Iters: 31380/150000 || Lr: 0.016192 || Task Loss: 0.4058 || KD Loss: 0.0845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:40:27 || Estimated Time: 2 days, 7:28:12
2023-07-25 01:27:00,366 semantic_segmentation INFO: Iters: 31390/150000 || Lr: 0.016191 || Task Loss: 0.4877 || KD Loss: 0.1469|| 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: 14:40:44 || Estimated Time: 2 days, 7:27:57
2023-07-25 01:27:17,247 semantic_segmentation INFO: Iters: 31400/150000 || Lr: 0.016189 || Task Loss: 0.6842 || KD Loss: 0.2287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:01 || Estimated Time: 2 days, 7:27:40
2023-07-25 01:27:34,660 semantic_segmentation INFO: Iters: 31410/150000 || Lr: 0.016188 || Task Loss: 0.4641 || KD Loss: 0.1632|| 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: 14:41:19 || Estimated Time: 2 days, 7:27:25
2023-07-25 01:27:51,515 semantic_segmentation INFO: Iters: 31420/150000 || Lr: 0.016187 || Task Loss: 0.4126 || KD Loss: 0.1044|| 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: 14:41:35 || Estimated Time: 2 days, 7:27:09
2023-07-25 01:28:08,470 semantic_segmentation INFO: Iters: 31430/150000 || Lr: 0.016186 || Task Loss: 0.4742 || KD Loss: 0.1337|| 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: 14:41:52 || Estimated Time: 2 days, 7:26:52
2023-07-25 01:28:25,509 semantic_segmentation INFO: Iters: 31440/150000 || Lr: 0.016184 || Task Loss: 0.5383 || KD Loss: 0.1331|| 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: 14:42:09 || Estimated Time: 2 days, 7:26:36
2023-07-25 01:28:42,443 semantic_segmentation INFO: Iters: 31450/150000 || Lr: 0.016183 || Task Loss: 0.4593 || KD Loss: 0.0987|| 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: 14:42:26 || Estimated Time: 2 days, 7:26:20
2023-07-25 01:28:59,429 semantic_segmentation INFO: Iters: 31460/150000 || Lr: 0.016182 || Task Loss: 0.5387 || KD Loss: 0.1789|| 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: 14:42:43 || Estimated Time: 2 days, 7:26:03
2023-07-25 01:29:16,653 semantic_segmentation INFO: Iters: 31470/150000 || Lr: 0.016181 || Task Loss: 0.6581 || KD Loss: 0.2640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:01 || Estimated Time: 2 days, 7:25:48
2023-07-25 01:29:33,572 semantic_segmentation INFO: Iters: 31480/150000 || Lr: 0.016179 || Task Loss: 0.4483 || KD Loss: 0.1651|| 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: 14:43:18 || Estimated Time: 2 days, 7:25:31
2023-07-25 01:29:50,639 semantic_segmentation INFO: Iters: 31490/150000 || Lr: 0.016178 || Task Loss: 0.5790 || KD Loss: 0.1222|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:35 || Estimated Time: 2 days, 7:25:15
2023-07-25 01:30:08,045 semantic_segmentation INFO: Iters: 31500/150000 || Lr: 0.016177 || Task Loss: 0.6785 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:52 || Estimated Time: 2 days, 7:25:01
2023-07-25 01:30:25,508 semantic_segmentation INFO: Iters: 31510/150000 || Lr: 0.016176 || Task Loss: 0.6371 || KD Loss: 0.1502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:09 || Estimated Time: 2 days, 7:24:46
2023-07-25 01:30:42,301 semantic_segmentation INFO: Iters: 31520/150000 || Lr: 0.016175 || Task Loss: 0.5546 || KD Loss: 0.0978|| 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: 14:44:26 || Estimated Time: 2 days, 7:24:29
2023-07-25 01:30:59,321 semantic_segmentation INFO: Iters: 31530/150000 || Lr: 0.016173 || Task Loss: 0.4534 || KD Loss: 0.1374|| 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: 14:44:43 || Estimated Time: 2 days, 7:24:13
2023-07-25 01:31:16,231 semantic_segmentation INFO: Iters: 31540/150000 || Lr: 0.016172 || Task Loss: 0.5018 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:00 || Estimated Time: 2 days, 7:23:57
2023-07-25 01:31:33,574 semantic_segmentation INFO: Iters: 31550/150000 || Lr: 0.016171 || Task Loss: 0.3138 || KD Loss: 0.0669|| 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: 14:45:18 || Estimated Time: 2 days, 7:23:42
2023-07-25 01:31:50,524 semantic_segmentation INFO: Iters: 31560/150000 || Lr: 0.016170 || Task Loss: 0.6901 || KD Loss: 0.2240|| 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: 14:45:35 || Estimated Time: 2 days, 7:23:25
2023-07-25 01:32:07,569 semantic_segmentation INFO: Iters: 31570/150000 || Lr: 0.016168 || Task Loss: 0.3614 || KD Loss: 0.0876|| 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: 14:45:52 || Estimated Time: 2 days, 7:23:09
2023-07-25 01:32:24,579 semantic_segmentation INFO: Iters: 31580/150000 || Lr: 0.016167 || Task Loss: 0.5601 || KD Loss: 0.1090|| 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: 14:46:09 || Estimated Time: 2 days, 7:22:53
2023-07-25 01:32:41,522 semantic_segmentation INFO: Iters: 31590/150000 || Lr: 0.016166 || Task Loss: 0.5669 || KD Loss: 0.1405|| 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: 14:46:26 || Estimated Time: 2 days, 7:22:37
2023-07-25 01:32:58,436 semantic_segmentation INFO: Iters: 31600/150000 || Lr: 0.016165 || Task Loss: 0.5290 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:42 || Estimated Time: 2 days, 7:22:20
2023-07-25 01:33:15,738 semantic_segmentation INFO: Iters: 31610/150000 || Lr: 0.016163 || Task Loss: 0.6174 || KD Loss: 0.1943|| 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: 14:47:00 || Estimated Time: 2 days, 7:22:05
2023-07-25 01:33:33,176 semantic_segmentation INFO: Iters: 31620/150000 || Lr: 0.016162 || Task Loss: 0.5083 || KD Loss: 0.1158|| 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: 14:47:17 || Estimated Time: 2 days, 7:21:50
2023-07-25 01:33:50,039 semantic_segmentation INFO: Iters: 31630/150000 || Lr: 0.016161 || Task Loss: 0.7749 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:34 || Estimated Time: 2 days, 7:21:34
2023-07-25 01:34:06,913 semantic_segmentation INFO: Iters: 31640/150000 || Lr: 0.016160 || Task Loss: 0.5371 || KD Loss: 0.1394|| 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: 14:47:51 || Estimated Time: 2 days, 7:21:17
2023-07-25 01:34:23,982 semantic_segmentation INFO: Iters: 31650/150000 || Lr: 0.016159 || Task Loss: 0.5815 || KD Loss: 0.2052|| 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: 14:48:08 || Estimated Time: 2 days, 7:21:01
2023-07-25 01:34:40,979 semantic_segmentation INFO: Iters: 31660/150000 || Lr: 0.016157 || Task Loss: 0.4193 || KD Loss: 0.1525|| 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: 14:48:25 || Estimated Time: 2 days, 7:20:45
2023-07-25 01:34:57,874 semantic_segmentation INFO: Iters: 31670/150000 || Lr: 0.016156 || Task Loss: 0.5061 || KD Loss: 0.1883|| 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: 14:48:42 || Estimated Time: 2 days, 7:20:28
2023-07-25 01:35:14,831 semantic_segmentation INFO: Iters: 31680/150000 || Lr: 0.016155 || Task Loss: 0.6489 || KD Loss: 0.2006|| 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: 14:48:59 || Estimated Time: 2 days, 7:20:12
2023-07-25 01:35:31,823 semantic_segmentation INFO: Iters: 31690/150000 || Lr: 0.016154 || Task Loss: 0.5417 || KD Loss: 0.1831|| 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: 14:49:16 || Estimated Time: 2 days, 7:19:56
2023-07-25 01:35:48,698 semantic_segmentation INFO: Iters: 31700/150000 || Lr: 0.016152 || Task Loss: 0.7523 || KD Loss: 0.2999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:33 || Estimated Time: 2 days, 7:19:39
2023-07-25 01:36:06,171 semantic_segmentation INFO: Iters: 31710/150000 || Lr: 0.016151 || Task Loss: 0.4902 || KD Loss: 0.1243|| 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: 14:49:50 || Estimated Time: 2 days, 7:19:24
2023-07-25 01:36:23,039 semantic_segmentation INFO: Iters: 31720/150000 || Lr: 0.016150 || Task Loss: 0.4933 || KD Loss: 0.1393|| 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: 14:50:07 || Estimated Time: 2 days, 7:19:08
2023-07-25 01:36:40,040 semantic_segmentation INFO: Iters: 31730/150000 || Lr: 0.016149 || Task Loss: 0.5446 || KD Loss: 0.1110|| 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: 14:50:24 || Estimated Time: 2 days, 7:18:51
2023-07-25 01:36:57,021 semantic_segmentation INFO: Iters: 31740/150000 || Lr: 0.016147 || Task Loss: 0.5758 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:41 || Estimated Time: 2 days, 7:18:35
2023-07-25 01:37:13,995 semantic_segmentation INFO: Iters: 31750/150000 || Lr: 0.016146 || Task Loss: 0.7127 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2902|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:58 || Estimated Time: 2 days, 7:18:19
2023-07-25 01:37:30,916 semantic_segmentation INFO: Iters: 31760/150000 || Lr: 0.016145 || Task Loss: 0.6040 || KD Loss: 0.2067|| 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: 14:51:15 || Estimated Time: 2 days, 7:18:02
2023-07-25 01:37:47,947 semantic_segmentation INFO: Iters: 31770/150000 || Lr: 0.016144 || Task Loss: 0.4499 || KD Loss: 0.1031|| 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: 14:51:32 || Estimated Time: 2 days, 7:17:46
2023-07-25 01:38:04,837 semantic_segmentation INFO: Iters: 31780/150000 || Lr: 0.016143 || Task Loss: 0.6366 || KD Loss: 0.2083|| 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: 14:51:49 || Estimated Time: 2 days, 7:17:30
2023-07-25 01:38:21,772 semantic_segmentation INFO: Iters: 31790/150000 || Lr: 0.016141 || Task Loss: 0.4491 || KD Loss: 0.1015|| 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: 14:52:06 || Estimated Time: 2 days, 7:17:13
2023-07-25 01:38:38,688 semantic_segmentation INFO: Iters: 31800/150000 || Lr: 0.016140 || Task Loss: 0.6755 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:23 || Estimated Time: 2 days, 7:16:56
2023-07-25 01:38:55,620 semantic_segmentation INFO: Iters: 31810/150000 || Lr: 0.016139 || Task Loss: 0.4685 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:40 || Estimated Time: 2 days, 7:16:40
2023-07-25 01:39:12,770 semantic_segmentation INFO: Iters: 31820/150000 || Lr: 0.016138 || Task Loss: 0.5343 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:52:57 || Estimated Time: 2 days, 7:16:24
2023-07-25 01:39:29,613 semantic_segmentation INFO: Iters: 31830/150000 || Lr: 0.016136 || Task Loss: 0.5377 || KD Loss: 0.1151|| 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: 14:53:14 || Estimated Time: 2 days, 7:16:08
2023-07-25 01:39:46,532 semantic_segmentation INFO: Iters: 31840/150000 || Lr: 0.016135 || Task Loss: 0.5233 || KD Loss: 0.1341|| 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: 14:53:31 || Estimated Time: 2 days, 7:15:51
2023-07-25 01:40:03,468 semantic_segmentation INFO: Iters: 31850/150000 || Lr: 0.016134 || Task Loss: 0.6319 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:47 || Estimated Time: 2 days, 7:15:34
2023-07-25 01:40:20,403 semantic_segmentation INFO: Iters: 31860/150000 || Lr: 0.016133 || Task Loss: 0.7260 || KD Loss: 0.1759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:04 || Estimated Time: 2 days, 7:15:18
2023-07-25 01:40:37,394 semantic_segmentation INFO: Iters: 31870/150000 || Lr: 0.016132 || Task Loss: 0.4841 || KD Loss: 0.1281|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:21 || Estimated Time: 2 days, 7:15:02
2023-07-25 01:40:54,268 semantic_segmentation INFO: Iters: 31880/150000 || Lr: 0.016130 || Task Loss: 0.5190 || KD Loss: 0.1129|| 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: 14:54:38 || Estimated Time: 2 days, 7:14:45
2023-07-25 01:41:11,195 semantic_segmentation INFO: Iters: 31890/150000 || Lr: 0.016129 || Task Loss: 0.5203 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:54:55 || Estimated Time: 2 days, 7:14:28
2023-07-25 01:41:28,102 semantic_segmentation INFO: Iters: 31900/150000 || Lr: 0.016128 || Task Loss: 0.5831 || KD Loss: 0.1180|| 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: 14:55:12 || Estimated Time: 2 days, 7:14:12
2023-07-25 01:41:45,194 semantic_segmentation INFO: Iters: 31910/150000 || Lr: 0.016127 || Task Loss: 0.4274 || KD Loss: 0.1433|| 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: 14:55:29 || Estimated Time: 2 days, 7:13:56
2023-07-25 01:42:02,190 semantic_segmentation INFO: Iters: 31920/150000 || Lr: 0.016125 || Task Loss: 0.6220 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:46 || Estimated Time: 2 days, 7:13:40
2023-07-25 01:42:19,050 semantic_segmentation INFO: Iters: 31930/150000 || Lr: 0.016124 || Task Loss: 0.5864 || KD Loss: 0.1737|| 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: 14:56:03 || Estimated Time: 2 days, 7:13:23
2023-07-25 01:42:35,998 semantic_segmentation INFO: Iters: 31940/150000 || Lr: 0.016123 || Task Loss: 0.5249 || KD Loss: 0.1436|| 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: 14:56:20 || Estimated Time: 2 days, 7:13:07
2023-07-25 01:42:52,972 semantic_segmentation INFO: Iters: 31950/150000 || Lr: 0.016122 || Task Loss: 0.6556 || KD Loss: 0.2336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:37 || Estimated Time: 2 days, 7:12:50
2023-07-25 01:43:09,968 semantic_segmentation INFO: Iters: 31960/150000 || Lr: 0.016120 || Task Loss: 0.8142 || KD Loss: 0.2610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:56:54 || Estimated Time: 2 days, 7:12:34
2023-07-25 01:43:26,822 semantic_segmentation INFO: Iters: 31970/150000 || Lr: 0.016119 || Task Loss: 0.4984 || KD Loss: 0.0681|| 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: 14:57:11 || Estimated Time: 2 days, 7:12:17
2023-07-25 01:43:43,767 semantic_segmentation INFO: Iters: 31980/150000 || Lr: 0.016118 || Task Loss: 0.4647 || KD Loss: 0.1167|| 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: 14:57:28 || Estimated Time: 2 days, 7:12:01
2023-07-25 01:44:00,719 semantic_segmentation INFO: Iters: 31990/150000 || Lr: 0.016117 || Task Loss: 0.4187 || KD Loss: 0.1235|| 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: 14:57:45 || Estimated Time: 2 days, 7:11:44
2023-07-25 01:44:17,696 semantic_segmentation INFO: Iters: 32000/150000 || Lr: 0.016116 || Task Loss: 0.4065 || KD Loss: 0.0937|| 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: 14:58:02 || Estimated Time: 2 days, 7:11:28
2023-07-25 01:44:17,809 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 01:44:18,260 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-25 01:44:18,283 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.136
2023-07-25 01:44:18,295 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.136
2023-07-25 01:44:18,309 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.135
2023-07-25 01:44:18,322 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.207
2023-07-25 01:44:18,334 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.251
2023-07-25 01:44:18,348 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.297
2023-07-25 01:44:18,361 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.302
2023-07-25 01:44:18,373 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.941, mIoU: 0.302
2023-07-25 01:44:18,387 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.346
2023-07-25 01:44:18,400 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.377
2023-07-25 01:44:18,414 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.393
2023-07-25 01:44:18,426 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.394
2023-07-25 01:44:18,440 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.394
2023-07-25 01:44:18,454 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.382
2023-07-25 01:44:18,466 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.376
2023-07-25 01:44:18,477 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.909, mIoU: 0.369
2023-07-25 01:44:18,489 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.912, mIoU: 0.369
2023-07-25 01:44:18,503 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.371
2023-07-25 01:44:18,519 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.414
2023-07-25 01:44:18,532 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.415
2023-07-25 01:44:18,547 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.918, mIoU: 0.425
2023-07-25 01:44:18,561 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.916, mIoU: 0.461
2023-07-25 01:44:18,576 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.484
2023-07-25 01:44:18,591 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.492
2023-07-25 01:44:18,605 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.489
2023-07-25 01:44:18,619 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.494
2023-07-25 01:44:18,629 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.495
2023-07-25 01:44:18,644 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.483
2023-07-25 01:44:18,659 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.484
2023-07-25 01:44:18,673 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.484
2023-07-25 01:44:18,688 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.483
2023-07-25 01:44:18,703 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.487
2023-07-25 01:44:18,718 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.486
2023-07-25 01:44:18,733 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.531
2023-07-25 01:44:18,748 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.531
2023-07-25 01:44:18,761 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.531
2023-07-25 01:44:18,774 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.570
2023-07-25 01:44:18,790 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.577
2023-07-25 01:44:18,803 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.575
2023-07-25 01:44:18,816 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.599
2023-07-25 01:44:18,831 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-25 01:44:18,845 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-25 01:44:18,859 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-25 01:44:18,874 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.597
2023-07-25 01:44:18,889 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.601
2023-07-25 01:44:18,902 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.605
2023-07-25 01:44:18,915 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.605
2023-07-25 01:44:18,929 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.596
2023-07-25 01:44:18,946 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-25 01:44:18,962 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-25 01:44:18,977 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.587
2023-07-25 01:44:18,990 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.584
2023-07-25 01:44:19,006 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-25 01:44:19,022 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.584
2023-07-25 01:44:19,035 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-25 01:44:19,051 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-25 01:44:19,069 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.573
2023-07-25 01:44:19,082 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.577
2023-07-25 01:44:19,098 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.603
2023-07-25 01:44:19,111 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-25 01:44:19,127 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-25 01:44:19,140 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-25 01:44:19,158 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-25 01:44:19,172 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-25 01:44:19,187 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-25 01:44:19,202 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-25 01:44:19,215 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.635
2023-07-25 01:44:19,230 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.636
2023-07-25 01:44:19,245 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.633
2023-07-25 01:44:19,262 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 01:44:19,275 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 01:44:19,291 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 01:44:19,306 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 01:44:19,321 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 01:44:19,336 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-25 01:44:19,351 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 01:44:19,360 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 01:44:19,375 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 01:44:19,391 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 01:44:19,405 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 01:44:19,420 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 01:44:19,434 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-25 01:44:19,450 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-25 01:44:19,465 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 01:44:19,480 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 01:44:19,495 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 01:44:19,510 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 01:44:19,525 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 01:44:19,538 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 01:44:19,553 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 01:44:19,569 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 01:44:19,584 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 01:44:19,599 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 01:44:19,614 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 01:44:19,629 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 01:44:19,642 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 01:44:19,656 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 01:44:19,671 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 01:44:19,684 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 01:44:19,700 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 01:44:19,714 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 01:44:19,728 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 01:44:19,743 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 01:44:19,759 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 01:44:19,772 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 01:44:19,787 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 01:44:19,802 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 01:44:19,816 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 01:44:19,830 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 01:44:21,668 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.916, mIoU: 0.647
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2023-07-25 01:44:22,667 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.911, mIoU: 0.646
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2023-07-25 01:44:24,327 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.913, mIoU: 0.639
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2023-07-25 01:44:25,494 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,510 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,526 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,540 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,553 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,569 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,584 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:25,598 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:25,612 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:25,628 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,644 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 01:44:25,659 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,672 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 01:44:25,701 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,716 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:25,730 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,745 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,759 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 01:44:25,774 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,789 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:25,802 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 01:44:25,817 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 01:44:25,828 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 01:44:25,843 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 01:44:25,856 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 01:44:25,868 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 01:44:25,880 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 01:44:25,895 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.663
2023-07-25 01:44:25,909 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:25,924 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 01:44:25,939 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:25,948 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:25,962 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:25,978 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:25,993 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:26,008 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 01:44:26,024 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 01:44:26,051 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 01:44:26,066 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,082 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,097 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,110 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 01:44:26,123 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 01:44:26,139 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 01:44:26,153 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 01:44:26,169 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 01:44:26,182 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 01:44:26,198 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,213 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,229 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,241 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,257 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:26,272 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:26,285 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 01:44:26,329 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:26,345 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,359 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,374 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 01:44:26,389 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 01:44:26,406 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 01:44:26,416 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 01:44:26,432 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 01:44:26,447 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 01:44:26,460 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 01:44:26,476 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:26,489 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:26,504 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:26,519 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:26,534 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,547 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,560 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:26,573 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:26,588 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:26,603 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:26,619 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:26,633 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-25 01:44:26,720 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,734 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,749 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,765 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,779 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-25 01:44:26,820 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,834 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,849 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,864 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,875 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,890 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,905 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:26,920 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,933 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,947 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:26,961 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:26,977 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:26,991 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:27,007 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:27,022 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:27,037 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:27,052 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:27,066 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,080 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:27,125 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,138 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,154 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,167 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,182 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,197 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:27,212 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:27,257 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:27,272 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:27,286 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 01:44:27,301 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 01:44:27,316 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 01:44:27,333 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 01:44:27,348 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.916, mIoU: 0.657
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2023-07-25 01:44:27,375 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 01:44:27,388 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:27,403 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 01:44:27,415 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 01:44:27,443 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:27,456 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:27,503 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:27,519 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:27,533 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:27,547 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 01:44:27,560 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-25 01:44:27,590 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-25 01:44:27,636 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-25 01:44:27,663 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-25 01:44:27,731 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-25 01:44:27,880 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.917, mIoU: 0.659
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2023-07-25 01:44:28,260 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,275 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,290 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,305 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,318 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,334 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,349 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,367 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,384 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,398 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 01:44:28,414 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 01:44:28,427 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:28,439 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:28,452 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,467 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,484 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,497 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:28,510 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:28,525 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,540 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,555 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,571 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,586 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,599 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:28,614 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,627 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:28,642 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,657 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,671 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,687 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,700 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,715 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,730 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,742 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,755 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:28,771 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:28,786 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,801 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,815 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:28,827 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:28,840 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:28,855 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:28,868 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:28,883 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:28,901 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,915 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,931 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,945 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,960 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,976 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:28,989 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,003 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,018 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,040 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,054 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,069 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,083 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:29,097 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,109 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,124 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,139 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,155 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,167 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,181 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,193 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,208 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,221 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,233 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:29,247 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,262 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,274 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,290 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,306 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,322 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,338 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,352 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,364 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,380 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,395 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,408 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,421 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,437 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,450 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,464 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,478 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,494 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,509 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,524 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,537 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,550 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,565 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:29,580 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,595 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,610 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,623 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 01:44:29,635 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,647 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,662 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,677 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:29,691 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 01:44:29,705 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 01:44:29,716 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,730 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 01:44:29,745 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,760 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,774 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,789 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,802 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,818 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,831 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,846 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,860 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 01:44:29,875 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 01:44:29,890 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 01:44:29,903 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 01:44:29,918 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:29,933 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:29,948 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:29,963 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:29,977 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:29,992 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,007 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,021 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,035 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,050 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,063 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,076 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,089 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,105 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,119 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,136 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,152 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,164 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,179 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,196 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,211 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,225 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,241 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,256 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,270 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,285 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,301 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,316 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,329 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,340 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,357 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:30,371 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,386 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,400 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,415 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 01:44:30,430 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 01:44:30,445 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:30,459 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:30,472 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 01:44:30,487 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,500 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,514 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,528 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,541 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 01:44:30,557 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,570 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,585 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,600 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,615 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:30,629 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,644 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,658 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,672 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,688 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,703 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,719 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,734 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,744 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,759 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,773 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,788 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,804 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,819 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,833 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,848 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,863 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,878 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,894 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,911 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,924 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,939 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 01:44:30,954 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,969 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,982 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:30,997 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:31,012 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,027 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,040 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,055 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,070 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,083 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 01:44:31,097 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,111 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,124 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 01:44:31,138 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,151 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,165 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,181 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,196 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,211 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,226 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,241 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,254 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,267 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,282 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:31,295 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,308 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,324 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,338 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,354 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,371 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,384 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,397 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,415 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,430 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,443 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,458 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,471 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,487 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,501 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,517 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,532 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,547 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:31,556 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,572 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,588 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,601 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,615 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,631 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,646 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,659 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,674 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,689 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,705 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,720 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,735 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,751 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,767 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,780 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,795 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,809 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,823 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:31,837 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,852 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,867 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,882 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,889 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,902 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,915 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,927 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:31,939 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,955 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,970 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,986 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:31,999 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:32,012 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:32,028 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:32,039 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 01:44:32,056 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:32,069 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,085 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,100 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,116 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,131 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,143 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,156 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,170 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,185 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:32,199 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:32,214 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,226 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,237 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,247 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,260 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,271 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,286 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 01:44:32,298 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:32,312 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 01:44:32,328 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,343 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,356 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,371 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,385 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,400 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,416 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,431 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,445 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,460 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,475 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,488 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,501 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,516 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,528 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,544 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,557 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 01:44:32,572 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,588 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,606 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 01:44:32,622 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,636 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,652 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,667 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,683 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,698 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,711 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,725 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,740 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,756 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 01:44:32,770 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 01:44:32,785 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,800 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,815 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 01:44:32,830 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,845 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,857 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,872 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,882 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,895 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,909 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 01:44:32,921 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 01:44:32,935 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 01:44:32,950 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:32,964 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:32,979 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:32,996 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,011 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,027 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,040 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,056 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,069 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,085 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,101 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,114 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,130 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,144 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,159 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,175 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,190 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 01:44:33,204 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 01:44:33,219 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 01:44:33,231 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 01:44:33,243 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 01:44:33,258 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,271 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,284 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,298 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,313 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,327 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,340 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,352 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,367 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:33,382 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:33,397 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:33,411 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,424 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,440 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:33,456 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,471 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,486 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,501 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 01:44:33,515 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,529 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,544 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,559 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,573 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,588 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 01:44:33,603 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,616 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,632 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,647 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,663 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,676 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 01:44:33,692 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,707 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,723 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,737 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,752 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,768 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,783 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,798 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,813 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,828 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,842 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,857 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,873 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,886 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,901 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,914 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 01:44:33,923 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,937 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,952 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,964 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:33,979 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:33,994 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,007 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:34,020 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:34,035 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:34,050 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:34,065 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:34,082 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 01:44:34,096 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 01:44:34,113 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 01:44:34,127 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 01:44:34,141 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 01:44:34,156 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,171 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,186 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,198 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,211 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,227 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,242 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,257 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,271 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,284 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,300 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,314 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,326 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,342 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,358 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,373 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,388 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,401 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,416 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,431 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,446 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,463 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,476 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,491 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,504 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,517 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 01:44:34,529 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 01:44:34,559 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 01:44:34,574 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,588 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,599 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,612 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,627 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 01:44:34,656 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 01:44:34,701 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,715 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:34,728 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,743 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,756 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,771 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,783 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 01:44:34,811 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,825 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,841 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,857 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,870 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,885 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,900 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,912 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:34,927 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:34,943 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 01:44:34,998 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:35,013 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 01:44:35,055 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 01:44:35,100 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 01:44:35,140 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:35,155 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:35,170 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:35,183 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 01:44:35,197 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 01:44:35,211 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,224 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,238 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,253 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,269 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 01:44:35,284 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 01:44:35,299 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,314 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,328 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,343 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,357 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,371 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,387 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,402 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,415 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,430 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,442 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,457 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,474 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,490 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,502 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,518 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,534 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 01:44:35,590 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,601 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,617 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,632 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,647 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,660 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,673 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,688 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,702 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,717 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 01:44:35,731 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,746 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,758 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,771 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,786 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,800 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,815 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:35,830 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,846 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,859 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,875 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,889 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,904 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,919 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,932 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,945 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,961 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,976 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:35,991 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:36,004 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 01:44:36,017 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 01:44:36,046 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,060 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,073 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,088 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,103 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,119 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,134 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,149 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,165 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:36,178 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,192 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,207 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,220 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,235 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 01:44:36,279 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 01:44:36,309 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:36,353 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:36,396 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,412 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,426 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,439 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,451 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,467 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,485 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,498 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,513 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,529 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,544 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,559 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,574 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,589 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,604 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,617 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,630 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,643 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,656 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,669 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,684 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:36,699 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,712 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,725 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,740 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,751 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,765 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,781 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,796 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,811 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,826 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,839 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,855 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,869 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,882 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,898 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,913 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,928 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:36,942 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 01:44:36,971 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:36,985 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,000 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:37,071 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,084 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,099 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,114 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,129 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,144 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,159 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,174 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,189 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,199 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,213 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,226 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,239 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.917, mIoU: 0.655
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2023-07-25 01:44:37,284 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 01:44:37,296 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,310 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-25 01:44:37,353 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,368 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:37,383 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-25 01:44:37,454 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:37,469 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,483 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:37,500 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 01:44:37,512 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-25 01:44:37,573 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,586 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,599 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,613 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 01:44:37,627 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,641 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,654 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:37,667 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:37,790 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 01:44:37,843 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:37,856 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:37,872 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.917, mIoU: 0.654
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2023-07-25 01:44:37,901 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:37,916 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:37,931 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 01:44:37,960 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 01:44:37,986 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,002 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,016 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,031 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,045 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,061 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,074 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,087 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,102 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 01:44:38,117 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 01:44:38,130 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 01:44:38,188 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,203 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,217 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,232 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,247 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:38,288 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,303 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,319 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:38,350 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,363 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,378 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,393 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 01:44:38,481 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 01:44:38,512 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 01:44:38,627 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,640 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,655 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 01:44:38,670 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,685 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,700 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 01:44:38,721 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,737 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 01:44:38,752 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,766 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,780 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,794 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:38,880 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 01:44:38,906 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,921 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,935 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,948 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,962 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,977 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 01:44:38,991 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:39,007 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:39,019 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:39,033 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:39,048 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 01:44:39,065 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 01:44:56,077 semantic_segmentation INFO: Iters: 32010/150000 || Lr: 0.016114 || Task Loss: 0.5072 || KD Loss: 0.1434|| 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: 14:58:40 || Estimated Time: 2 days, 7:12:31
2023-07-25 01:45:12,959 semantic_segmentation INFO: Iters: 32020/150000 || Lr: 0.016113 || Task Loss: 0.5286 || KD Loss: 0.1510|| 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: 14:58:57 || Estimated Time: 2 days, 7:12:14
2023-07-25 01:45:29,859 semantic_segmentation INFO: Iters: 32030/150000 || Lr: 0.016112 || Task Loss: 0.9266 || KD Loss: 0.3233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:14 || Estimated Time: 2 days, 7:11:57
2023-07-25 01:45:47,655 semantic_segmentation INFO: Iters: 32040/150000 || Lr: 0.016111 || Task Loss: 0.5507 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:32 || Estimated Time: 2 days, 7:11:44
2023-07-25 01:46:07,697 semantic_segmentation INFO: Iters: 32050/150000 || Lr: 0.016109 || Task Loss: 0.5420 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:52 || Estimated Time: 2 days, 7:11:39
2023-07-25 01:46:24,727 semantic_segmentation INFO: Iters: 32060/150000 || Lr: 0.016108 || Task Loss: 0.8789 || KD Loss: 0.2162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:00:09 || Estimated Time: 2 days, 7:11:23
2023-07-25 01:46:41,755 semantic_segmentation INFO: Iters: 32070/150000 || Lr: 0.016107 || Task Loss: 0.4699 || KD Loss: 0.1246|| 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: 15:00:26 || Estimated Time: 2 days, 7:11:06
2023-07-25 01:46:58,736 semantic_segmentation INFO: Iters: 32080/150000 || Lr: 0.016106 || Task Loss: 0.3936 || KD Loss: 0.0815|| 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: 15:00:43 || Estimated Time: 2 days, 7:10:50
2023-07-25 01:47:15,691 semantic_segmentation INFO: Iters: 32090/150000 || Lr: 0.016104 || Task Loss: 0.3337 || KD Loss: 0.1181|| 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: 15:01:00 || Estimated Time: 2 days, 7:10:34
2023-07-25 01:47:32,687 semantic_segmentation INFO: Iters: 32100/150000 || Lr: 0.016103 || Task Loss: 0.5616 || KD Loss: 0.1740|| 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: 15:01:17 || Estimated Time: 2 days, 7:10:17
2023-07-25 01:47:49,677 semantic_segmentation INFO: Iters: 32110/150000 || Lr: 0.016102 || Task Loss: 0.4375 || KD Loss: 0.1409|| 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: 15:01:34 || Estimated Time: 2 days, 7:10:01
2023-07-25 01:48:06,653 semantic_segmentation INFO: Iters: 32120/150000 || Lr: 0.016101 || Task Loss: 0.7018 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 7:09:45
2023-07-25 01:48:23,612 semantic_segmentation INFO: Iters: 32130/150000 || Lr: 0.016100 || Task Loss: 0.7408 || KD Loss: 0.2359|| 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: 15:02:08 || Estimated Time: 2 days, 7:09:28
2023-07-25 01:48:40,658 semantic_segmentation INFO: Iters: 32140/150000 || Lr: 0.016098 || Task Loss: 0.5132 || KD Loss: 0.1455|| 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: 15:02:25 || Estimated Time: 2 days, 7:09:12
2023-07-25 01:48:57,575 semantic_segmentation INFO: Iters: 32150/150000 || Lr: 0.016097 || Task Loss: 0.3934 || KD Loss: 0.1068|| 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: 15:02:42 || Estimated Time: 2 days, 7:08:56
2023-07-25 01:49:14,590 semantic_segmentation INFO: Iters: 32160/150000 || Lr: 0.016096 || Task Loss: 0.9224 || KD Loss: 0.3216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2829|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:02:59 || Estimated Time: 2 days, 7:08:39
2023-07-25 01:49:31,816 semantic_segmentation INFO: Iters: 32170/150000 || Lr: 0.016095 || Task Loss: 0.7506 || KD Loss: 0.2801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:16 || Estimated Time: 2 days, 7:08:24
2023-07-25 01:49:48,833 semantic_segmentation INFO: Iters: 32180/150000 || Lr: 0.016093 || Task Loss: 0.4027 || KD Loss: 0.0869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:33 || Estimated Time: 2 days, 7:08:08
2023-07-25 01:50:05,699 semantic_segmentation INFO: Iters: 32190/150000 || Lr: 0.016092 || Task Loss: 0.8780 || KD Loss: 0.4215|| 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: 15:03:50 || Estimated Time: 2 days, 7:07:51
2023-07-25 01:50:22,730 semantic_segmentation INFO: Iters: 32200/150000 || Lr: 0.016091 || Task Loss: 0.7493 || KD Loss: 0.1906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:07 || Estimated Time: 2 days, 7:07:35
2023-07-25 01:50:39,705 semantic_segmentation INFO: Iters: 32210/150000 || Lr: 0.016090 || Task Loss: 0.5103 || KD Loss: 0.1381|| 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: 15:04:24 || Estimated Time: 2 days, 7:07:18
2023-07-25 01:50:56,522 semantic_segmentation INFO: Iters: 32220/150000 || Lr: 0.016089 || Task Loss: 0.5239 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:41 || Estimated Time: 2 days, 7:07:01
2023-07-25 01:51:13,504 semantic_segmentation INFO: Iters: 32230/150000 || Lr: 0.016087 || Task Loss: 0.6485 || KD Loss: 0.2596|| 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: 15:04:57 || Estimated Time: 2 days, 7:06:45
2023-07-25 01:51:30,487 semantic_segmentation INFO: Iters: 32240/150000 || Lr: 0.016086 || Task Loss: 0.7180 || KD Loss: 0.2524|| 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: 15:05:14 || Estimated Time: 2 days, 7:06:29
2023-07-25 01:51:47,388 semantic_segmentation INFO: Iters: 32250/150000 || Lr: 0.016085 || Task Loss: 0.4936 || KD Loss: 0.1242|| 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: 15:05:31 || Estimated Time: 2 days, 7:06:12
2023-07-25 01:52:04,392 semantic_segmentation INFO: Iters: 32260/150000 || Lr: 0.016084 || Task Loss: 0.4102 || KD Loss: 0.1000|| 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: 15:05:48 || Estimated Time: 2 days, 7:05:56
2023-07-25 01:52:21,513 semantic_segmentation INFO: Iters: 32270/150000 || Lr: 0.016082 || Task Loss: 0.5835 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:05 || Estimated Time: 2 days, 7:05:40
2023-07-25 01:52:38,503 semantic_segmentation INFO: Iters: 32280/150000 || Lr: 0.016081 || Task Loss: 0.4672 || KD Loss: 0.1286|| 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: 15:06:22 || Estimated Time: 2 days, 7:05:24
2023-07-25 01:52:55,370 semantic_segmentation INFO: Iters: 32290/150000 || Lr: 0.016080 || Task Loss: 0.8730 || KD Loss: 0.2329|| 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: 15:06:39 || Estimated Time: 2 days, 7:05:07
2023-07-25 01:53:12,289 semantic_segmentation INFO: Iters: 32300/150000 || Lr: 0.016079 || Task Loss: 0.3541 || KD Loss: 0.0625|| 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: 15:06:56 || Estimated Time: 2 days, 7:04:50
2023-07-25 01:53:29,292 semantic_segmentation INFO: Iters: 32310/150000 || Lr: 0.016077 || Task Loss: 0.4043 || KD Loss: 0.0900|| 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: 15:07:13 || Estimated Time: 2 days, 7:04:34
2023-07-25 01:53:46,552 semantic_segmentation INFO: Iters: 32320/150000 || Lr: 0.016076 || Task Loss: 0.7493 || KD Loss: 0.2061|| 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: 15:07:31 || Estimated Time: 2 days, 7:04:19
2023-07-25 01:54:03,425 semantic_segmentation INFO: Iters: 32330/150000 || Lr: 0.016075 || Task Loss: 0.4927 || KD Loss: 0.1283|| 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: 15:07:47 || Estimated Time: 2 days, 7:04:02
2023-07-25 01:54:20,423 semantic_segmentation INFO: Iters: 32340/150000 || Lr: 0.016074 || Task Loss: 0.4490 || KD Loss: 0.0834|| 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: 15:08:04 || Estimated Time: 2 days, 7:03:46
2023-07-25 01:54:37,475 semantic_segmentation INFO: Iters: 32350/150000 || Lr: 0.016073 || Task Loss: 0.3521 || KD Loss: 0.0928|| 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: 15:08:21 || Estimated Time: 2 days, 7:03:29
2023-07-25 01:54:54,354 semantic_segmentation INFO: Iters: 32360/150000 || Lr: 0.016071 || Task Loss: 0.4603 || KD Loss: 0.1132|| 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: 15:08:38 || Estimated Time: 2 days, 7:03:13
2023-07-25 01:55:11,299 semantic_segmentation INFO: Iters: 32370/150000 || Lr: 0.016070 || Task Loss: 0.5606 || KD Loss: 0.1391|| 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: 15:08:55 || Estimated Time: 2 days, 7:02:56
2023-07-25 01:55:28,286 semantic_segmentation INFO: Iters: 32380/150000 || Lr: 0.016069 || Task Loss: 0.4751 || KD Loss: 0.1662|| 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: 15:09:12 || Estimated Time: 2 days, 7:02:40
2023-07-25 01:55:45,499 semantic_segmentation INFO: Iters: 32390/150000 || Lr: 0.016068 || Task Loss: 0.5648 || KD Loss: 0.0994|| 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: 15:09:29 || Estimated Time: 2 days, 7:02:24
2023-07-25 01:56:02,438 semantic_segmentation INFO: Iters: 32400/150000 || Lr: 0.016066 || Task Loss: 0.4957 || KD Loss: 0.1571|| 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: 15:09:46 || Estimated Time: 2 days, 7:02:08
2023-07-25 01:56:19,389 semantic_segmentation INFO: Iters: 32410/150000 || Lr: 0.016065 || Task Loss: 0.5355 || KD Loss: 0.1003|| 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: 15:10:03 || Estimated Time: 2 days, 7:01:51
2023-07-25 01:56:36,288 semantic_segmentation INFO: Iters: 32420/150000 || Lr: 0.016064 || Task Loss: 0.4988 || KD Loss: 0.0958|| 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: 15:10:20 || Estimated Time: 2 days, 7:01:35
2023-07-25 01:56:53,223 semantic_segmentation INFO: Iters: 32430/150000 || Lr: 0.016063 || Task Loss: 0.7230 || KD Loss: 0.2219|| 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: 15:10:37 || Estimated Time: 2 days, 7:01:18
2023-07-25 01:57:10,150 semantic_segmentation INFO: Iters: 32440/150000 || Lr: 0.016061 || Task Loss: 0.4784 || KD Loss: 0.1397|| 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: 15:10:54 || Estimated Time: 2 days, 7:01:02
2023-07-25 01:57:27,153 semantic_segmentation INFO: Iters: 32450/150000 || Lr: 0.016060 || Task Loss: 0.3592 || KD Loss: 0.0712|| 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: 15:11:11 || Estimated Time: 2 days, 7:00:45
2023-07-25 01:57:44,373 semantic_segmentation INFO: Iters: 32460/150000 || Lr: 0.016059 || Task Loss: 0.3592 || KD Loss: 0.0883|| 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: 15:11:28 || Estimated Time: 2 days, 7:00:30
2023-07-25 01:58:01,190 semantic_segmentation INFO: Iters: 32470/150000 || Lr: 0.016058 || Task Loss: 0.4864 || KD Loss: 0.0673|| 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: 15:11:45 || Estimated Time: 2 days, 7:00:13
2023-07-25 01:58:18,061 semantic_segmentation INFO: Iters: 32480/150000 || Lr: 0.016057 || Task Loss: 0.5193 || KD Loss: 0.0655|| 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: 15:12:02 || Estimated Time: 2 days, 6:59:56
2023-07-25 01:58:35,042 semantic_segmentation INFO: Iters: 32490/150000 || Lr: 0.016055 || Task Loss: 0.4290 || KD Loss: 0.1157|| 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: 15:12:19 || Estimated Time: 2 days, 6:59:40
2023-07-25 01:58:52,046 semantic_segmentation INFO: Iters: 32500/150000 || Lr: 0.016054 || Task Loss: 0.5993 || KD Loss: 0.1490|| 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: 15:12:36 || Estimated Time: 2 days, 6:59:23
2023-07-25 01:59:09,170 semantic_segmentation INFO: Iters: 32510/150000 || Lr: 0.016053 || Task Loss: 0.4859 || KD Loss: 0.1101|| 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: 15:12:53 || Estimated Time: 2 days, 6:59:08
2023-07-25 01:59:26,119 semantic_segmentation INFO: Iters: 32520/150000 || Lr: 0.016052 || Task Loss: 0.4899 || KD Loss: 0.1675|| 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: 15:13:10 || Estimated Time: 2 days, 6:58:51
2023-07-25 01:59:43,066 semantic_segmentation INFO: Iters: 32530/150000 || Lr: 0.016050 || Task Loss: 0.6761 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:27 || Estimated Time: 2 days, 6:58:35
2023-07-25 01:59:59,919 semantic_segmentation INFO: Iters: 32540/150000 || Lr: 0.016049 || Task Loss: 0.4207 || KD Loss: 0.1254|| 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: 15:13:44 || Estimated Time: 2 days, 6:58:18
2023-07-25 02:00:16,927 semantic_segmentation INFO: Iters: 32550/150000 || Lr: 0.016048 || Task Loss: 0.4325 || KD Loss: 0.0977|| 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: 15:14:01 || Estimated Time: 2 days, 6:58:02
2023-07-25 02:00:33,887 semantic_segmentation INFO: Iters: 32560/150000 || Lr: 0.016047 || Task Loss: 0.6253 || KD Loss: 0.1467|| 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: 15:14:18 || Estimated Time: 2 days, 6:57:45
2023-07-25 02:00:50,848 semantic_segmentation INFO: Iters: 32570/150000 || Lr: 0.016045 || Task Loss: 0.5129 || KD Loss: 0.1248|| 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: 15:14:35 || Estimated Time: 2 days, 6:57:29
2023-07-25 02:01:07,781 semantic_segmentation INFO: Iters: 32580/150000 || Lr: 0.016044 || Task Loss: 0.6099 || KD Loss: 0.2642|| 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: 15:14:52 || Estimated Time: 2 days, 6:57:12
2023-07-25 02:01:24,785 semantic_segmentation INFO: Iters: 32590/150000 || Lr: 0.016043 || Task Loss: 0.3432 || KD Loss: 0.0924|| 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: 15:15:09 || Estimated Time: 2 days, 6:56:56
2023-07-25 02:01:41,678 semantic_segmentation INFO: Iters: 32600/150000 || Lr: 0.016042 || Task Loss: 0.3158 || KD Loss: 0.0726|| 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: 15:15:26 || Estimated Time: 2 days, 6:56:39
2023-07-25 02:01:59,230 semantic_segmentation INFO: Iters: 32610/150000 || Lr: 0.016041 || Task Loss: 0.5665 || KD Loss: 0.2037|| 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: 15:15:43 || Estimated Time: 2 days, 6:56:25
2023-07-25 02:02:16,046 semantic_segmentation INFO: Iters: 32620/150000 || Lr: 0.016039 || Task Loss: 0.4221 || KD Loss: 0.0922|| 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: 15:16:00 || Estimated Time: 2 days, 6:56:08
2023-07-25 02:02:33,001 semantic_segmentation INFO: Iters: 32630/150000 || Lr: 0.016038 || Task Loss: 0.5451 || KD Loss: 0.1253|| 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: 15:16:17 || Estimated Time: 2 days, 6:55:51
2023-07-25 02:02:49,825 semantic_segmentation INFO: Iters: 32640/150000 || Lr: 0.016037 || Task Loss: 0.6005 || KD Loss: 0.1532|| 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: 15:16:34 || Estimated Time: 2 days, 6:55:35
2023-07-25 02:03:06,842 semantic_segmentation INFO: Iters: 32650/150000 || Lr: 0.016036 || Task Loss: 0.4996 || KD Loss: 0.1585|| 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: 15:16:51 || Estimated Time: 2 days, 6:55:18
2023-07-25 02:03:23,711 semantic_segmentation INFO: Iters: 32660/150000 || Lr: 0.016034 || Task Loss: 0.3545 || KD Loss: 0.0944|| 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: 15:17:08 || Estimated Time: 2 days, 6:55:01
2023-07-25 02:03:40,742 semantic_segmentation INFO: Iters: 32670/150000 || Lr: 0.016033 || Task Loss: 0.6557 || KD Loss: 0.2239|| 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: 15:17:25 || Estimated Time: 2 days, 6:54:45
2023-07-25 02:03:57,755 semantic_segmentation INFO: Iters: 32680/150000 || Lr: 0.016032 || Task Loss: 0.5754 || KD Loss: 0.1177|| 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: 15:17:42 || Estimated Time: 2 days, 6:54:29
2023-07-25 02:04:14,742 semantic_segmentation INFO: Iters: 32690/150000 || Lr: 0.016031 || Task Loss: 0.4055 || KD Loss: 0.0968|| 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: 15:17:59 || Estimated Time: 2 days, 6:54:13
2023-07-25 02:04:31,738 semantic_segmentation INFO: Iters: 32700/150000 || Lr: 0.016029 || Task Loss: 0.6124 || KD Loss: 0.2184|| 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: 15:18:16 || Estimated Time: 2 days, 6:53:56
2023-07-25 02:04:48,733 semantic_segmentation INFO: Iters: 32710/150000 || Lr: 0.016028 || Task Loss: 0.5520 || KD Loss: 0.1615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:33 || Estimated Time: 2 days, 6:53:40
2023-07-25 02:05:05,682 semantic_segmentation INFO: Iters: 32720/150000 || Lr: 0.016027 || Task Loss: 0.5153 || KD Loss: 0.0686|| 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: 15:18:50 || Estimated Time: 2 days, 6:53:24
2023-07-25 02:05:22,602 semantic_segmentation INFO: Iters: 32730/150000 || Lr: 0.016026 || Task Loss: 0.4128 || KD Loss: 0.0940|| 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: 15:19:07 || Estimated Time: 2 days, 6:53:07
2023-07-25 02:05:39,718 semantic_segmentation INFO: Iters: 32740/150000 || Lr: 0.016025 || Task Loss: 0.8417 || KD Loss: 0.3918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 6:52:51
2023-07-25 02:05:56,681 semantic_segmentation INFO: Iters: 32750/150000 || Lr: 0.016023 || Task Loss: 0.3539 || KD Loss: 0.0925|| 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: 15:19:41 || Estimated Time: 2 days, 6:52:35
2023-07-25 02:06:13,681 semantic_segmentation INFO: Iters: 32760/150000 || Lr: 0.016022 || Task Loss: 0.5927 || KD Loss: 0.1757|| 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: 15:19:58 || Estimated Time: 2 days, 6:52:18
2023-07-25 02:06:30,617 semantic_segmentation INFO: Iters: 32770/150000 || Lr: 0.016021 || Task Loss: 0.4374 || KD Loss: 0.0849|| 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: 15:20:15 || Estimated Time: 2 days, 6:52:02
2023-07-25 02:06:47,635 semantic_segmentation INFO: Iters: 32780/150000 || Lr: 0.016020 || Task Loss: 0.5433 || KD Loss: 0.1712|| 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: 15:20:32 || Estimated Time: 2 days, 6:51:46
2023-07-25 02:07:04,680 semantic_segmentation INFO: Iters: 32790/150000 || Lr: 0.016018 || Task Loss: 0.6448 || KD Loss: 0.2222|| 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: 15:20:49 || Estimated Time: 2 days, 6:51:29
2023-07-25 02:07:21,679 semantic_segmentation INFO: Iters: 32800/150000 || Lr: 0.016017 || Task Loss: 0.4637 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:06 || Estimated Time: 2 days, 6:51:13
2023-07-25 02:07:21,791 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 02:07:22,236 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.088
2023-07-25 02:07:22,260 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.133
2023-07-25 02:07:22,272 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-25 02:07:22,287 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-25 02:07:22,301 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.241
2023-07-25 02:07:22,314 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.287
2023-07-25 02:07:22,328 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.939, mIoU: 0.311
2023-07-25 02:07:22,343 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.315
2023-07-25 02:07:22,356 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.359
2023-07-25 02:07:22,370 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.399
2023-07-25 02:07:22,385 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.448
2023-07-25 02:07:22,400 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.494
2023-07-25 02:07:22,412 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.440
2023-07-25 02:07:22,426 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.911, mIoU: 0.420
2023-07-25 02:07:22,440 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.910, mIoU: 0.421
2023-07-25 02:07:22,453 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.416
2023-07-25 02:07:22,464 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.904, mIoU: 0.403
2023-07-25 02:07:22,477 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.403
2023-07-25 02:07:22,492 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.910, mIoU: 0.401
2023-07-25 02:07:22,510 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.910, mIoU: 0.445
2023-07-25 02:07:22,525 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.904, mIoU: 0.438
2023-07-25 02:07:22,541 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-25 02:07:22,556 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.901, mIoU: 0.467
2023-07-25 02:07:22,572 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.904, mIoU: 0.465
2023-07-25 02:07:22,588 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.451
2023-07-25 02:07:22,602 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.898, mIoU: 0.450
2023-07-25 02:07:22,617 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.453
2023-07-25 02:07:22,629 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.903, mIoU: 0.454
2023-07-25 02:07:22,644 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.446
2023-07-25 02:07:22,659 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-25 02:07:22,673 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.453
2023-07-25 02:07:22,689 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.907, mIoU: 0.452
2023-07-25 02:07:22,704 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.910, mIoU: 0.456
2023-07-25 02:07:22,719 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.453
2023-07-25 02:07:22,735 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.477
2023-07-25 02:07:22,751 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.478
2023-07-25 02:07:22,764 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.479
2023-07-25 02:07:22,776 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.517
2023-07-25 02:07:22,793 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.512
2023-07-25 02:07:22,806 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.510
2023-07-25 02:07:22,820 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.531
2023-07-25 02:07:22,834 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.531
2023-07-25 02:07:22,849 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.525
2023-07-25 02:07:22,862 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.910, mIoU: 0.525
2023-07-25 02:07:22,878 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.910, mIoU: 0.530
2023-07-25 02:07:22,894 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.912, mIoU: 0.532
2023-07-25 02:07:22,908 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.535
2023-07-25 02:07:22,921 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.914, mIoU: 0.536
2023-07-25 02:07:22,935 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.533
2023-07-25 02:07:22,952 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.915, mIoU: 0.533
2023-07-25 02:07:22,968 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.915, mIoU: 0.533
2023-07-25 02:07:22,983 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.533
2023-07-25 02:07:22,997 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-25 02:07:23,013 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.529
2023-07-25 02:07:23,028 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.534
2023-07-25 02:07:23,041 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.918, mIoU: 0.535
2023-07-25 02:07:23,057 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-25 02:07:23,074 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.531
2023-07-25 02:07:23,087 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.533
2023-07-25 02:07:23,102 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.543
2023-07-25 02:07:23,116 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.552
2023-07-25 02:07:23,131 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.915, mIoU: 0.550
2023-07-25 02:07:23,144 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.550
2023-07-25 02:07:23,163 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.917, mIoU: 0.557
2023-07-25 02:07:23,176 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.559
2023-07-25 02:07:23,192 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.558
2023-07-25 02:07:23,207 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.559
2023-07-25 02:07:23,221 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.604
2023-07-25 02:07:23,236 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.605
2023-07-25 02:07:23,252 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.597
2023-07-25 02:07:23,268 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.618
2023-07-25 02:07:23,281 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.618
2023-07-25 02:07:23,296 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.621
2023-07-25 02:07:23,312 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.621
2023-07-25 02:07:23,326 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-25 02:07:23,342 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.626
2023-07-25 02:07:23,357 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.621
2023-07-25 02:07:23,366 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.915, mIoU: 0.619
2023-07-25 02:07:23,382 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 02:07:23,412 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.916, mIoU: 0.630
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2023-07-25 02:07:23,442 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 02:07:23,457 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 02:07:23,488 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-25 02:07:23,504 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-25 02:07:23,521 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.628
2023-07-25 02:07:23,537 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 02:07:23,550 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 02:07:23,565 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.608
2023-07-25 02:07:23,581 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.609
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2023-07-25 02:07:23,669 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:23,685 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 02:07:23,698 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.912, mIoU: 0.618
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2023-07-25 02:07:23,813 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 02:07:23,826 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 02:07:23,838 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.622
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2023-07-25 02:07:23,864 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.914, mIoU: 0.624
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2023-07-25 02:07:23,893 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.914, mIoU: 0.623
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2023-07-25 02:07:23,935 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.913, mIoU: 0.618
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2023-07-25 02:07:23,979 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.912, mIoU: 0.614
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2023-07-25 02:07:24,089 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.595
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2023-07-25 02:07:24,266 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.606
2023-07-25 02:07:24,281 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.607
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2023-07-25 02:07:28,618 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 02:07:28,633 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.912, mIoU: 0.615
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2023-07-25 02:07:28,716 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:28,731 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 02:07:28,746 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 02:07:28,761 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 02:07:28,773 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.909, mIoU: 0.609
2023-07-25 02:07:28,788 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 02:07:28,800 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.910, mIoU: 0.609
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2023-07-25 02:07:28,824 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 02:07:28,838 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.910, mIoU: 0.607
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2023-07-25 02:07:28,923 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.910, mIoU: 0.608
2023-07-25 02:07:28,933 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.910, mIoU: 0.608
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2023-07-25 02:07:28,987 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 02:07:29,002 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.910, mIoU: 0.610
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2023-07-25 02:07:29,034 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 02:07:29,049 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.911, mIoU: 0.611
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2023-07-25 02:07:29,077 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 02:07:29,092 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 02:07:29,108 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.911, mIoU: 0.612
2023-07-25 02:07:29,121 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:29,137 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:29,148 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:29,163 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:29,177 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:07:29,192 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 02:07:29,207 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 02:07:29,222 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 02:07:29,232 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 02:07:29,246 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 02:07:29,260 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 02:07:29,275 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 02:07:29,287 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 02:07:29,300 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 02:07:29,313 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 02:07:29,328 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 02:07:29,343 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 02:07:29,357 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-25 02:07:29,394 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:07:29,407 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-25 02:07:29,435 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:07:29,448 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.914, mIoU: 0.622
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2023-07-25 02:07:29,477 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 02:07:29,493 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,509 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,525 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,541 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,555 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,569 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 02:07:29,585 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.913, mIoU: 0.622
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2023-07-25 02:07:29,615 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 02:07:29,629 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 02:07:29,645 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 02:07:29,660 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:07:29,675 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.622
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2023-07-25 02:07:29,748 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.912, mIoU: 0.620
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2023-07-25 02:07:29,834 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:29,845 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,860 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-25 02:07:29,912 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:29,927 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,941 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,956 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,964 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,979 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:29,994 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:30,009 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:30,024 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 02:07:30,039 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:30,052 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:30,065 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 02:07:30,081 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:30,096 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:30,112 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:30,125 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:30,139 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:07:30,154 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:07:30,169 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:07:30,184 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:07:30,197 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 02:07:30,212 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 02:07:30,228 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 02:07:30,245 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 02:07:30,258 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:30,274 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:30,289 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.622
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2023-07-25 02:07:30,331 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.622
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2023-07-25 02:07:30,420 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 02:07:30,430 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 02:07:30,445 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-25 02:07:30,488 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.625
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2023-07-25 02:07:30,587 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.625
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2023-07-25 02:07:30,691 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.623
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2023-07-25 02:07:30,735 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.623
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2023-07-25 02:07:30,780 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.622
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2023-07-25 02:07:30,821 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.621
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2023-07-25 02:07:30,865 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.621
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2023-07-25 02:07:30,964 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.913, mIoU: 0.622
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2023-07-25 02:07:31,228 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.912, mIoU: 0.621
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2023-07-25 02:07:31,364 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.911, mIoU: 0.622
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2023-07-25 02:07:31,390 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 02:07:31,403 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.911, mIoU: 0.620
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2023-07-25 02:07:31,430 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 02:07:31,445 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 02:07:31,458 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:31,471 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:31,486 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:31,503 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:07:31,518 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:07:31,534 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,548 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,562 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,576 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,591 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,607 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,624 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,639 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:31,654 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,669 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,683 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,698 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:07:31,712 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:31,725 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:31,738 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:31,752 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,768 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,782 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,795 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,809 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,824 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,838 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,851 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:31,864 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:31,871 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:31,886 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:31,901 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,916 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,932 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,947 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,963 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,978 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:31,993 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,006 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,021 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,035 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,050 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,066 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 02:07:32,078 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,091 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,105 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,119 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:32,133 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:32,147 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 02:07:32,160 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:32,175 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:32,191 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:32,203 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:32,218 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:07:32,231 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 02:07:32,242 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,258 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,274 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,289 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,304 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 02:07:32,319 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 02:07:32,334 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 02:07:32,347 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,362 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,377 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,393 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,409 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,423 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,439 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,451 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 02:07:32,464 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,476 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,491 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,507 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,520 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 02:07:32,533 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,549 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,564 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,579 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,595 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,612 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,627 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,642 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,656 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,670 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,685 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,700 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,716 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,729 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,744 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,760 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,772 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,785 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,801 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,816 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,830 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,845 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 02:07:32,856 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,869 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,883 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,896 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 02:07:32,910 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 02:07:32,927 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:32,940 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:32,955 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:32,968 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:32,983 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:32,998 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,011 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,024 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,038 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,053 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,066 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,081 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,096 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,109 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,122 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,138 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:33,153 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:33,171 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,184 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,199 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,212 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,228 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,241 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,255 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:33,270 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,286 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,299 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,314 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,330 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,345 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,361 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,374 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,386 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,401 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,414 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,427 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,440 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,455 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,468 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,481 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,495 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,510 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,525 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,542 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,555 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,568 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,584 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,599 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,615 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,631 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,646 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,659 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,671 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,687 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,703 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,717 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,732 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,743 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,757 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 02:07:33,772 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,787 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,800 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,815 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 02:07:33,828 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:33,844 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:33,857 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,872 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,884 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,899 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,914 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,927 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:33,942 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:33,957 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,972 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:33,987 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:34,003 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:34,018 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:34,033 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:34,047 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,062 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,077 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,090 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,103 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,116 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,133 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,146 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,163 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,178 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,190 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,204 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,220 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,235 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,249 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,265 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,280 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,294 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,309 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:34,325 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:34,340 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,353 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:34,365 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,382 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,397 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,412 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,425 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,441 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:34,456 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:34,471 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:34,485 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:34,498 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,513 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,526 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,541 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,555 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:34,568 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,584 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,597 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,612 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,628 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,644 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,660 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,675 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,690 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,704 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,721 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,735 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,752 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,768 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,778 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,792 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,805 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,820 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,834 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,850 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,863 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,878 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,892 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,906 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,922 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,937 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,950 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:34,966 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,981 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:34,997 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,010 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,026 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:35,041 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,057 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,070 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,086 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,101 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,115 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,129 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,144 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,157 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 02:07:35,172 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,185 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,199 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,213 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,228 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 02:07:35,242 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,258 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,272 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,285 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,297 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,312 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,324 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,337 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,351 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,365 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,379 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,394 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,407 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,420 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,436 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,451 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,465 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,480 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,493 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,508 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,522 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,538 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,553 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,568 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,577 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,593 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,608 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,621 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,636 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,651 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,668 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,681 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,696 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,710 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,726 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,740 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,756 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,773 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,788 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,801 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,816 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,830 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:35,844 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 02:07:35,857 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,872 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:35,887 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,902 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,909 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,922 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,935 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:35,947 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,958 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:35,973 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 02:07:35,987 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,002 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,014 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,027 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,041 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,052 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,067 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,080 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 02:07:36,095 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,109 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,124 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,139 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,150 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,163 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,178 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,193 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,208 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,223 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,236 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,246 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,259 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,272 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,284 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,299 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 02:07:36,312 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 02:07:36,327 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 02:07:36,343 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:36,359 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:36,373 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 02:07:36,389 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 02:07:36,403 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 02:07:36,418 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 02:07:36,433 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 02:07:36,447 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,462 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,476 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,492 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,504 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,517 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,532 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,544 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,559 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,572 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,587 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,601 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 02:07:36,619 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,635 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,648 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,665 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,682 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,698 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,713 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,726 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 02:07:36,739 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 02:07:36,755 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 02:07:36,770 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 02:07:36,786 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 02:07:36,801 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,816 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,831 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 02:07:36,846 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:36,860 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:36,873 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 02:07:36,887 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 02:07:36,897 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:36,910 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:36,924 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 02:07:36,936 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:36,950 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 02:07:36,964 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 02:07:36,979 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 02:07:36,993 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,008 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,023 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,038 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:37,050 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,066 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:37,079 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,094 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,109 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,122 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,137 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,150 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,165 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,180 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,195 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 02:07:37,210 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 02:07:37,225 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 02:07:37,238 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 02:07:37,251 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 02:07:37,267 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 02:07:37,280 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,293 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,308 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,323 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,338 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,350 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,363 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 02:07:37,378 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,394 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,409 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,422 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,435 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 02:07:37,449 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,464 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,480 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,495 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 02:07:37,524 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,538 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,553 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,568 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,583 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,598 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,612 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,625 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,640 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,655 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,671 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,684 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 02:07:37,701 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 02:07:37,760 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,775 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,789 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 02:07:37,819 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 02:07:37,834 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,847 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:37,862 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,878 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,891 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,905 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,918 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:37,927 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,941 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:37,956 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 02:07:37,984 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:37,999 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:38,012 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-25 02:07:38,055 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-25 02:07:38,204 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:38,217 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:38,232 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-25 02:07:38,319 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-25 02:07:38,361 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 02:07:38,376 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-25 02:07:38,403 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:38,417 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 02:07:38,432 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:38,446 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 02:07:38,461 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-25 02:07:38,490 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 02:07:38,938 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 02:07:39,742 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,759 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,771 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,785 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:39,800 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:39,816 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,831 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,846 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,863 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,876 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:39,891 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,905 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:39,920 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:39,935 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 02:07:39,949 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:39,963 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:39,979 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:39,994 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,010 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,023 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,036 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,051 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,066 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,079 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,092 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,108 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,123 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,139 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,154 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,169 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,186 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,199 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,213 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,228 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,241 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,257 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,272 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,288 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,302 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,317 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:40,332 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,346 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,360 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,374 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:40,389 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,404 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,418 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:07:40,433 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,447 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,460 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,473 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,487 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,502 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,515 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,530 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,545 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,560 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,575 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,589 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,604 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,618 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:40,631 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,643 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,656 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,669 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:40,682 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,697 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,712 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,727 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,741 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:40,758 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,770 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,784 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,800 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,816 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,832 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:40,848 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:40,861 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:40,877 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:40,920 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:40,950 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:40,963 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:40,977 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:40,992 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:41,006 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,046 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:07:41,075 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,089 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,101 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,115 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,129 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,144 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,158 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,173 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,187 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,202 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:07:41,213 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:41,227 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:41,239 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:41,252 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,297 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:07:41,309 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:07:41,322 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,366 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,398 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,517 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:07:41,640 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:07:41,655 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 02:07:41,736 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 02:07:41,770 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:41,786 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:41,802 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.913, mIoU: 0.632
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2023-07-25 02:07:41,973 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-25 02:07:42,167 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-25 02:07:42,241 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-25 02:07:42,384 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-25 02:07:42,506 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:07:42,521 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:07:42,534 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:07:42,549 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:07:42,564 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,579 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,594 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,608 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,622 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,632 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,647 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,659 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,674 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:07:42,689 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,704 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,719 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,730 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,739 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,756 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,772 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,787 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,800 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,815 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,830 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,843 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,858 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,873 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,887 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,902 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:07:42,914 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,929 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,944 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,958 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,971 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:42,986 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:43,000 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:07:43,015 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:43,031 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:43,044 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:43,058 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:43,073 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:07:43,090 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:08:00,048 semantic_segmentation INFO: Iters: 32810/150000 || Lr: 0.016016 || Task Loss: 0.4171 || KD Loss: 0.0963|| 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: 15:21:44 || Estimated Time: 2 days, 6:52:13
2023-07-25 02:08:16,924 semantic_segmentation INFO: Iters: 32820/150000 || Lr: 0.016015 || Task Loss: 0.6976 || KD Loss: 0.2046|| 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: 15:22:01 || Estimated Time: 2 days, 6:51:56
2023-07-25 02:08:33,891 semantic_segmentation INFO: Iters: 32830/150000 || Lr: 0.016013 || Task Loss: 0.5110 || KD Loss: 0.1710|| 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: 15:22:18 || Estimated Time: 2 days, 6:51:40
2023-07-25 02:08:50,838 semantic_segmentation INFO: Iters: 32840/150000 || Lr: 0.016012 || Task Loss: 0.6956 || KD Loss: 0.1903|| 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: 15:22:35 || Estimated Time: 2 days, 6:51:23
2023-07-25 02:09:07,899 semantic_segmentation INFO: Iters: 32850/150000 || Lr: 0.016011 || Task Loss: 0.5563 || KD Loss: 0.1302|| 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: 15:22:52 || Estimated Time: 2 days, 6:51:07
2023-07-25 02:09:24,874 semantic_segmentation INFO: Iters: 32860/150000 || Lr: 0.016010 || Task Loss: 0.7681 || KD Loss: 0.2465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:09 || Estimated Time: 2 days, 6:50:51
2023-07-25 02:09:41,751 semantic_segmentation INFO: Iters: 32870/150000 || Lr: 0.016009 || Task Loss: 0.7401 || KD Loss: 0.2839|| 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: 15:23:26 || Estimated Time: 2 days, 6:50:34
2023-07-25 02:09:58,783 semantic_segmentation INFO: Iters: 32880/150000 || Lr: 0.016007 || Task Loss: 0.3863 || KD Loss: 0.0757|| 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: 15:23:43 || Estimated Time: 2 days, 6:50:18
2023-07-25 02:10:15,742 semantic_segmentation INFO: Iters: 32890/150000 || Lr: 0.016006 || Task Loss: 0.4825 || KD Loss: 0.1445|| 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: 15:24:00 || Estimated Time: 2 days, 6:50:01
2023-07-25 02:10:32,744 semantic_segmentation INFO: Iters: 32900/150000 || Lr: 0.016005 || Task Loss: 0.5105 || KD Loss: 0.0979|| 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: 15:24:17 || Estimated Time: 2 days, 6:49:45
2023-07-25 02:10:50,950 semantic_segmentation INFO: Iters: 32910/150000 || Lr: 0.016004 || Task Loss: 0.3792 || KD Loss: 0.0860|| 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: 15:24:35 || Estimated Time: 2 days, 6:49:33
2023-07-25 02:11:10,473 semantic_segmentation INFO: Iters: 32920/150000 || Lr: 0.016002 || Task Loss: 0.5344 || KD Loss: 0.1294|| 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: 15:24:54 || Estimated Time: 2 days, 6:49:26
2023-07-25 02:11:27,374 semantic_segmentation INFO: Iters: 32930/150000 || Lr: 0.016001 || Task Loss: 0.5514 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:25:11 || Estimated Time: 2 days, 6:49:09
2023-07-25 02:11:44,360 semantic_segmentation INFO: Iters: 32940/150000 || Lr: 0.016000 || Task Loss: 0.5351 || KD Loss: 0.1310|| 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: 15:25:28 || Estimated Time: 2 days, 6:48:52
2023-07-25 02:12:01,246 semantic_segmentation INFO: Iters: 32950/150000 || Lr: 0.015999 || Task Loss: 0.5751 || KD Loss: 0.1597|| 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: 15:25:45 || Estimated Time: 2 days, 6:48:36
2023-07-25 02:12:18,450 semantic_segmentation INFO: Iters: 32960/150000 || Lr: 0.015997 || Task Loss: 0.8233 || KD Loss: 0.2457|| 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: 15:26:02 || Estimated Time: 2 days, 6:48:20
2023-07-25 02:12:35,353 semantic_segmentation INFO: Iters: 32970/150000 || Lr: 0.015996 || Task Loss: 0.5263 || KD Loss: 0.1135|| 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: 15:26:19 || Estimated Time: 2 days, 6:48:03
2023-07-25 02:12:52,354 semantic_segmentation INFO: Iters: 32980/150000 || Lr: 0.015995 || Task Loss: 0.5041 || KD Loss: 0.1188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:36 || Estimated Time: 2 days, 6:47:47
2023-07-25 02:13:09,295 semantic_segmentation INFO: Iters: 32990/150000 || Lr: 0.015994 || Task Loss: 0.4651 || KD Loss: 0.1580|| 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: 15:26:53 || Estimated Time: 2 days, 6:47:30
2023-07-25 02:13:26,550 semantic_segmentation INFO: Iters: 33000/150000 || Lr: 0.015993 || Task Loss: 0.3956 || KD Loss: 0.0922|| 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: 15:27:11 || Estimated Time: 2 days, 6:47:15
2023-07-25 02:13:43,486 semantic_segmentation INFO: Iters: 33010/150000 || Lr: 0.015991 || Task Loss: 0.5069 || KD Loss: 0.1350|| 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: 15:27:27 || Estimated Time: 2 days, 6:46:58
2023-07-25 02:14:00,429 semantic_segmentation INFO: Iters: 33020/150000 || Lr: 0.015990 || Task Loss: 0.4245 || KD Loss: 0.0795|| 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: 15:27:44 || Estimated Time: 2 days, 6:46:42
2023-07-25 02:14:17,619 semantic_segmentation INFO: Iters: 33030/150000 || Lr: 0.015989 || Task Loss: 0.6438 || KD Loss: 0.1819|| 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: 15:28:02 || Estimated Time: 2 days, 6:46:26
2023-07-25 02:14:34,626 semantic_segmentation INFO: Iters: 33040/150000 || Lr: 0.015988 || Task Loss: 0.4284 || KD Loss: 0.0892|| 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: 15:28:19 || Estimated Time: 2 days, 6:46:10
2023-07-25 02:14:51,556 semantic_segmentation INFO: Iters: 33050/150000 || Lr: 0.015986 || Task Loss: 0.5764 || KD Loss: 0.1380|| 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: 15:28:36 || Estimated Time: 2 days, 6:45:53
2023-07-25 02:15:08,541 semantic_segmentation INFO: Iters: 33060/150000 || Lr: 0.015985 || Task Loss: 0.3439 || KD Loss: 0.0491|| 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: 15:28:53 || Estimated Time: 2 days, 6:45:37
2023-07-25 02:15:25,573 semantic_segmentation INFO: Iters: 33070/150000 || Lr: 0.015984 || Task Loss: 0.4950 || KD Loss: 0.1322|| 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: 15:29:10 || Estimated Time: 2 days, 6:45:20
2023-07-25 02:15:42,460 semantic_segmentation INFO: Iters: 33080/150000 || Lr: 0.015983 || Task Loss: 0.3648 || KD Loss: 0.1153|| 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: 15:29:26 || Estimated Time: 2 days, 6:45:04
2023-07-25 02:15:59,453 semantic_segmentation INFO: Iters: 33090/150000 || Lr: 0.015982 || Task Loss: 0.5559 || KD Loss: 0.1096|| 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: 15:29:43 || Estimated Time: 2 days, 6:44:47
2023-07-25 02:16:16,482 semantic_segmentation INFO: Iters: 33100/150000 || Lr: 0.015980 || Task Loss: 0.7550 || KD Loss: 0.2430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:30:00 || Estimated Time: 2 days, 6:44:31
2023-07-25 02:16:33,357 semantic_segmentation INFO: Iters: 33110/150000 || Lr: 0.015979 || Task Loss: 0.6050 || KD Loss: 0.1929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 6:44:14
2023-07-25 02:16:50,610 semantic_segmentation INFO: Iters: 33120/150000 || Lr: 0.015978 || Task Loss: 0.4133 || KD Loss: 0.1087|| 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: 15:30:35 || Estimated Time: 2 days, 6:43:59
2023-07-25 02:17:07,626 semantic_segmentation INFO: Iters: 33130/150000 || Lr: 0.015977 || Task Loss: 0.4107 || KD Loss: 0.0945|| 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: 15:30:52 || Estimated Time: 2 days, 6:43:43
2023-07-25 02:17:24,617 semantic_segmentation INFO: Iters: 33140/150000 || Lr: 0.015975 || Task Loss: 0.4235 || KD Loss: 0.0912|| 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: 15:31:09 || Estimated Time: 2 days, 6:43:26
2023-07-25 02:17:41,950 semantic_segmentation INFO: Iters: 33150/150000 || Lr: 0.015974 || Task Loss: 0.5814 || KD Loss: 0.1551|| 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: 15:31:26 || Estimated Time: 2 days, 6:43:11
2023-07-25 02:17:58,891 semantic_segmentation INFO: Iters: 33160/150000 || Lr: 0.015973 || Task Loss: 0.4924 || KD Loss: 0.1513|| 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: 15:31:43 || Estimated Time: 2 days, 6:42:54
2023-07-25 02:18:16,073 semantic_segmentation INFO: Iters: 33170/150000 || Lr: 0.015972 || Task Loss: 0.3681 || KD Loss: 0.0718|| 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: 15:32:00 || Estimated Time: 2 days, 6:42:39
2023-07-25 02:18:32,950 semantic_segmentation INFO: Iters: 33180/150000 || Lr: 0.015970 || Task Loss: 0.4047 || KD Loss: 0.0963|| 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: 15:32:17 || Estimated Time: 2 days, 6:42:22
2023-07-25 02:18:49,966 semantic_segmentation INFO: Iters: 33190/150000 || Lr: 0.015969 || Task Loss: 0.4351 || KD Loss: 0.1127|| 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: 15:32:34 || Estimated Time: 2 days, 6:42:06
2023-07-25 02:19:06,954 semantic_segmentation INFO: Iters: 33200/150000 || Lr: 0.015968 || Task Loss: 0.3854 || KD Loss: 0.1021|| 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: 15:32:51 || Estimated Time: 2 days, 6:41:49
2023-07-25 02:19:23,932 semantic_segmentation INFO: Iters: 33210/150000 || Lr: 0.015967 || Task Loss: 0.4753 || KD Loss: 0.1191|| 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: 15:33:08 || Estimated Time: 2 days, 6:41:33
2023-07-25 02:19:40,875 semantic_segmentation INFO: Iters: 33220/150000 || Lr: 0.015966 || Task Loss: 0.4318 || KD Loss: 0.1159|| 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: 15:33:25 || Estimated Time: 2 days, 6:41:16
2023-07-25 02:19:58,359 semantic_segmentation INFO: Iters: 33230/150000 || Lr: 0.015964 || Task Loss: 0.4966 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:42 || Estimated Time: 2 days, 6:41:02
2023-07-25 02:20:15,275 semantic_segmentation INFO: Iters: 33240/150000 || Lr: 0.015963 || Task Loss: 0.5062 || KD Loss: 0.2035|| 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: 15:33:59 || Estimated Time: 2 days, 6:40:45
2023-07-25 02:20:32,207 semantic_segmentation INFO: Iters: 33250/150000 || Lr: 0.015962 || Task Loss: 0.6745 || KD Loss: 0.2509|| 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: 15:34:16 || Estimated Time: 2 days, 6:40:28
2023-07-25 02:20:49,144 semantic_segmentation INFO: Iters: 33260/150000 || Lr: 0.015961 || Task Loss: 0.5843 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:33 || Estimated Time: 2 days, 6:40:12
2023-07-25 02:21:05,999 semantic_segmentation INFO: Iters: 33270/150000 || Lr: 0.015959 || Task Loss: 0.7637 || KD Loss: 0.3047|| 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: 15:34:50 || Estimated Time: 2 days, 6:39:55
2023-07-25 02:21:22,979 semantic_segmentation INFO: Iters: 33280/150000 || Lr: 0.015958 || Task Loss: 0.4517 || KD Loss: 0.1012|| 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: 15:35:07 || Estimated Time: 2 days, 6:39:38
2023-07-25 02:21:39,869 semantic_segmentation INFO: Iters: 33290/150000 || Lr: 0.015957 || Task Loss: 0.6224 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:24 || Estimated Time: 2 days, 6:39:22
2023-07-25 02:21:56,860 semantic_segmentation INFO: Iters: 33300/150000 || Lr: 0.015956 || Task Loss: 0.5359 || KD Loss: 0.1272|| 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: 15:35:41 || Estimated Time: 2 days, 6:39:05
2023-07-25 02:22:13,795 semantic_segmentation INFO: Iters: 33310/150000 || Lr: 0.015954 || Task Loss: 0.5842 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:58 || Estimated Time: 2 days, 6:38:49
2023-07-25 02:22:31,038 semantic_segmentation INFO: Iters: 33320/150000 || Lr: 0.015953 || Task Loss: 0.5154 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:15 || Estimated Time: 2 days, 6:38:33
2023-07-25 02:22:47,898 semantic_segmentation INFO: Iters: 33330/150000 || Lr: 0.015952 || Task Loss: 0.5143 || KD Loss: 0.1575|| 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: 15:36:32 || Estimated Time: 2 days, 6:38:16
2023-07-25 02:23:04,890 semantic_segmentation INFO: Iters: 33340/150000 || Lr: 0.015951 || Task Loss: 0.5121 || KD Loss: 0.1127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:49 || Estimated Time: 2 days, 6:38:00
2023-07-25 02:23:21,769 semantic_segmentation INFO: Iters: 33350/150000 || Lr: 0.015950 || Task Loss: 0.4306 || KD Loss: 0.0943|| 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: 15:37:06 || Estimated Time: 2 days, 6:37:43
2023-07-25 02:23:38,646 semantic_segmentation INFO: Iters: 33360/150000 || Lr: 0.015948 || Task Loss: 0.6004 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:23 || Estimated Time: 2 days, 6:37:26
2023-07-25 02:23:55,505 semantic_segmentation INFO: Iters: 33370/150000 || Lr: 0.015947 || Task Loss: 0.4559 || KD Loss: 0.1542|| 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: 15:37:39 || Estimated Time: 2 days, 6:37:10
2023-07-25 02:24:12,490 semantic_segmentation INFO: Iters: 33380/150000 || Lr: 0.015946 || Task Loss: 0.6685 || KD Loss: 0.2811|| 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: 15:37:56 || Estimated Time: 2 days, 6:36:53
2023-07-25 02:24:29,396 semantic_segmentation INFO: Iters: 33390/150000 || Lr: 0.015945 || Task Loss: 0.3959 || KD Loss: 0.0825|| 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: 15:38:13 || Estimated Time: 2 days, 6:36:36
2023-07-25 02:24:46,296 semantic_segmentation INFO: Iters: 33400/150000 || Lr: 0.015943 || Task Loss: 0.6235 || KD Loss: 0.1454|| 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: 15:38:30 || Estimated Time: 2 days, 6:36:20
2023-07-25 02:25:03,193 semantic_segmentation INFO: Iters: 33410/150000 || Lr: 0.015942 || Task Loss: 0.4187 || KD Loss: 0.1025|| 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: 15:38:47 || Estimated Time: 2 days, 6:36:03
2023-07-25 02:25:20,020 semantic_segmentation INFO: Iters: 33420/150000 || Lr: 0.015941 || Task Loss: 0.4604 || KD Loss: 0.1445|| 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: 15:39:04 || Estimated Time: 2 days, 6:35:46
2023-07-25 02:25:37,011 semantic_segmentation INFO: Iters: 33430/150000 || Lr: 0.015940 || Task Loss: 0.6321 || KD Loss: 0.1684|| 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: 15:39:21 || Estimated Time: 2 days, 6:35:29
2023-07-25 02:25:54,089 semantic_segmentation INFO: Iters: 33440/150000 || Lr: 0.015938 || Task Loss: 0.4176 || KD Loss: 0.0691|| 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: 15:39:38 || Estimated Time: 2 days, 6:35:13
2023-07-25 02:26:10,996 semantic_segmentation INFO: Iters: 33450/150000 || Lr: 0.015937 || Task Loss: 0.6145 || KD Loss: 0.1719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:55 || Estimated Time: 2 days, 6:34:57
2023-07-25 02:26:27,991 semantic_segmentation INFO: Iters: 33460/150000 || Lr: 0.015936 || Task Loss: 0.9176 || KD Loss: 0.3165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:12 || Estimated Time: 2 days, 6:34:40
2023-07-25 02:26:44,867 semantic_segmentation INFO: Iters: 33470/150000 || Lr: 0.015935 || Task Loss: 0.4640 || KD Loss: 0.0783|| 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: 15:40:29 || Estimated Time: 2 days, 6:34:23
2023-07-25 02:27:01,732 semantic_segmentation INFO: Iters: 33480/150000 || Lr: 0.015934 || Task Loss: 0.6346 || KD Loss: 0.2095|| 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: 15:40:46 || Estimated Time: 2 days, 6:34:07
2023-07-25 02:27:18,669 semantic_segmentation INFO: Iters: 33490/150000 || Lr: 0.015932 || Task Loss: 0.7517 || KD Loss: 0.3718|| 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: 15:41:03 || Estimated Time: 2 days, 6:33:50
2023-07-25 02:27:35,831 semantic_segmentation INFO: Iters: 33500/150000 || Lr: 0.015931 || Task Loss: 0.4875 || KD Loss: 0.1278|| 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: 15:41:20 || Estimated Time: 2 days, 6:33:34
2023-07-25 02:27:52,662 semantic_segmentation INFO: Iters: 33510/150000 || Lr: 0.015930 || Task Loss: 0.8328 || KD Loss: 0.3329|| 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: 15:41:37 || Estimated Time: 2 days, 6:33:17
2023-07-25 02:28:09,611 semantic_segmentation INFO: Iters: 33520/150000 || Lr: 0.015929 || Task Loss: 0.3629 || KD Loss: 0.0680|| 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: 15:41:54 || Estimated Time: 2 days, 6:33:01
2023-07-25 02:28:26,429 semantic_segmentation INFO: Iters: 33530/150000 || Lr: 0.015927 || Task Loss: 0.6134 || KD Loss: 0.2085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:10 || Estimated Time: 2 days, 6:32:44
2023-07-25 02:28:43,351 semantic_segmentation INFO: Iters: 33540/150000 || Lr: 0.015926 || Task Loss: 0.5150 || KD Loss: 0.1425|| 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: 15:42:27 || Estimated Time: 2 days, 6:32:27
2023-07-25 02:29:00,236 semantic_segmentation INFO: Iters: 33550/150000 || Lr: 0.015925 || Task Loss: 0.7099 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:42:44 || Estimated Time: 2 days, 6:32:10
2023-07-25 02:29:17,142 semantic_segmentation INFO: Iters: 33560/150000 || Lr: 0.015924 || Task Loss: 0.9587 || KD Loss: 0.3117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:01 || Estimated Time: 2 days, 6:31:54
2023-07-25 02:29:34,008 semantic_segmentation INFO: Iters: 33570/150000 || Lr: 0.015922 || Task Loss: 0.4804 || KD Loss: 0.1223|| 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: 15:43:18 || Estimated Time: 2 days, 6:31:37
2023-07-25 02:29:50,823 semantic_segmentation INFO: Iters: 33580/150000 || Lr: 0.015921 || Task Loss: 0.5608 || KD Loss: 0.1420|| 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: 15:43:35 || Estimated Time: 2 days, 6:31:20
2023-07-25 02:30:07,783 semantic_segmentation INFO: Iters: 33590/150000 || Lr: 0.015920 || Task Loss: 0.5442 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:52 || Estimated Time: 2 days, 6:31:03
2023-07-25 02:30:24,620 semantic_segmentation INFO: Iters: 33600/150000 || Lr: 0.015919 || Task Loss: 0.7443 || KD Loss: 0.2306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2657|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:09 || Estimated Time: 2 days, 6:30:46
2023-07-25 02:30:24,733 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 02:30:25,196 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-25 02:30:25,224 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.134
2023-07-25 02:30:25,236 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.165
2023-07-25 02:30:25,250 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.163
2023-07-25 02:30:25,263 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.239
2023-07-25 02:30:25,275 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.931, mIoU: 0.276
2023-07-25 02:30:25,289 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.314
2023-07-25 02:30:25,303 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.940, mIoU: 0.320
2023-07-25 02:30:25,316 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.362
2023-07-25 02:30:25,330 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.407
2023-07-25 02:30:25,345 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.468
2023-07-25 02:30:25,359 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.492
2023-07-25 02:30:25,372 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.508
2023-07-25 02:30:25,386 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.498
2023-07-25 02:30:25,400 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.489
2023-07-25 02:30:25,412 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.482
2023-07-25 02:30:25,423 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.464
2023-07-25 02:30:25,436 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.464
2023-07-25 02:30:25,450 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.462
2023-07-25 02:30:25,466 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.507
2023-07-25 02:30:25,480 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.480
2023-07-25 02:30:25,495 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.487
2023-07-25 02:30:25,510 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.525
2023-07-25 02:30:25,526 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.525
2023-07-25 02:30:25,541 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.523
2023-07-25 02:30:25,555 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.523
2023-07-25 02:30:25,570 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.520
2023-07-25 02:30:25,581 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.520
2023-07-25 02:30:25,596 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.502
2023-07-25 02:30:25,611 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.502
2023-07-25 02:30:25,625 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.510
2023-07-25 02:30:25,640 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.509
2023-07-25 02:30:25,654 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.517
2023-07-25 02:30:25,669 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.515
2023-07-25 02:30:25,685 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.539
2023-07-25 02:30:25,700 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-25 02:30:25,713 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.537
2023-07-25 02:30:25,726 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-25 02:30:25,743 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-25 02:30:25,757 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-25 02:30:25,771 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-25 02:30:25,786 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.594
2023-07-25 02:30:25,801 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-25 02:30:25,815 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-25 02:30:25,832 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-25 02:30:25,850 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-25 02:30:25,866 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.590
2023-07-25 02:30:25,882 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.591
2023-07-25 02:30:25,897 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.592
2023-07-25 02:30:25,914 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.591
2023-07-25 02:30:25,929 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-25 02:30:25,944 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-25 02:30:25,956 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-25 02:30:25,971 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.584
2023-07-25 02:30:25,986 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.589
2023-07-25 02:30:25,998 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-25 02:30:26,013 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.583
2023-07-25 02:30:26,029 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.584
2023-07-25 02:30:26,042 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-25 02:30:26,056 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.617
2023-07-25 02:30:26,069 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.621
2023-07-25 02:30:26,083 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.619
2023-07-25 02:30:26,096 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.619
2023-07-25 02:30:26,113 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-25 02:30:26,126 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.623
2023-07-25 02:30:26,141 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.623
2023-07-25 02:30:26,156 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-25 02:30:26,169 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.668
2023-07-25 02:30:26,184 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.669
2023-07-25 02:30:26,199 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-25 02:30:26,214 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 02:30:26,227 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 02:30:26,242 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 02:30:26,256 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 02:30:26,270 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 02:30:26,285 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 02:30:26,299 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 02:30:26,308 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 02:30:26,323 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 02:30:26,339 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 02:30:26,352 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 02:30:26,368 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 02:30:26,383 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 02:30:26,398 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 02:30:26,414 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-25 02:30:26,429 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-25 02:30:26,444 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 02:30:26,459 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 02:30:26,474 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.681
2023-07-25 02:30:26,487 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.681
2023-07-25 02:30:26,502 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 02:30:26,518 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 02:30:26,533 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 02:30:26,548 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.676
2023-07-25 02:30:26,563 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 02:30:26,578 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-25 02:30:26,592 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 02:30:26,605 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-25 02:30:26,620 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 02:30:26,633 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 02:30:26,648 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 02:30:26,662 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 02:30:26,675 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 02:30:26,690 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 02:30:26,705 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 02:30:26,717 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 02:30:26,732 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 02:30:26,748 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 02:30:26,761 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 02:30:26,774 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 02:30:26,787 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 02:30:26,800 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 02:30:26,816 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 02:30:26,831 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 02:30:26,846 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 02:30:26,859 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 02:30:26,873 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 02:30:26,890 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 02:30:26,903 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 02:30:26,918 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 02:30:26,933 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 02:30:26,946 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-25 02:30:26,959 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 02:30:26,975 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.646
2023-07-25 02:30:26,989 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.645
2023-07-25 02:30:26,998 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.648
2023-07-25 02:30:27,010 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.648
2023-07-25 02:30:27,026 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.648
2023-07-25 02:30:27,035 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 02:30:27,048 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.649
2023-07-25 02:30:27,063 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.649
2023-07-25 02:30:27,077 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.650
2023-07-25 02:30:27,090 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.651
2023-07-25 02:30:27,104 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.652
2023-07-25 02:30:27,117 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.650
2023-07-25 02:30:27,129 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.651
2023-07-25 02:30:27,144 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 02:30:27,157 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.922, mIoU: 0.644
2023-07-25 02:30:27,172 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.644
2023-07-25 02:30:27,186 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.642
2023-07-25 02:30:27,201 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.644
2023-07-25 02:30:27,216 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.645
2023-07-25 02:30:27,231 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.642
2023-07-25 02:30:27,246 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 02:30:27,261 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.647
2023-07-25 02:30:27,275 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-25 02:30:27,290 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-25 02:30:27,303 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-25 02:30:27,314 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 02:30:27,328 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 02:30:27,343 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 02:30:27,357 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 02:30:27,371 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 02:30:27,384 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 02:30:27,398 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 02:30:27,413 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 02:30:27,428 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 02:30:27,444 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 02:30:27,459 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 02:30:27,474 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 02:30:27,489 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 02:30:27,505 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 02:30:27,518 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 02:30:27,533 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 02:30:27,545 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 02:30:27,558 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 02:30:27,570 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 02:30:27,584 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 02:30:27,598 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 02:30:27,613 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.912, mIoU: 0.611
2023-07-25 02:30:27,628 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.912, mIoU: 0.610
2023-07-25 02:30:27,641 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.912, mIoU: 0.610
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2023-07-25 02:30:30,534 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-25 02:30:30,563 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.907, mIoU: 0.606
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2023-07-25 02:30:30,608 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:30:30,624 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.906, mIoU: 0.603
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2023-07-25 02:30:30,702 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:30,717 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:30,730 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:30,745 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:30,760 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,775 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,790 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:30:30,805 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:30,820 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,835 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,847 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 02:30:30,861 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 02:30:30,875 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:30:30,891 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:30:30,905 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:30:30,921 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:30:30,937 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,950 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 02:30:30,967 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 02:30:30,981 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:30,996 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.907, mIoU: 0.603
2023-07-25 02:30:31,011 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 02:30:31,026 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.908, mIoU: 0.604
2023-07-25 02:30:31,041 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.908, mIoU: 0.602
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2023-07-25 02:30:31,100 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-25 02:30:31,114 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:31,128 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,141 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,154 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,167 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,183 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,199 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.907, mIoU: 0.601
2023-07-25 02:30:31,214 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 02:30:31,229 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 02:30:31,242 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:31,257 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:31,272 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 02:30:31,287 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 02:30:31,300 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 02:30:31,315 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 02:30:31,327 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 02:30:31,344 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 02:30:31,356 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:30:31,371 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:30:31,386 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,399 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,414 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 02:30:31,428 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 02:30:31,441 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,458 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,474 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 02:30:31,488 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 02:30:31,504 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 02:30:31,520 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 02:30:31,535 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,551 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,566 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 02:30:31,582 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,596 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 02:30:31,611 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 02:30:31,624 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 02:30:31,638 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 02:30:31,654 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 02:30:31,669 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.906, mIoU: 0.605
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2023-07-25 02:30:31,699 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-25 02:30:31,823 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:30:31,838 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.906, mIoU: 0.604
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2023-07-25 02:30:31,863 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.905, mIoU: 0.603
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2023-07-25 02:30:31,916 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 02:30:31,928 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 02:30:31,944 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 02:30:31,962 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 02:30:31,977 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 02:30:31,992 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:30:32,007 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:30:32,020 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:30:32,035 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 02:30:32,050 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 02:30:32,063 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 02:30:32,079 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 02:30:32,091 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 02:30:32,106 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 02:30:32,121 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 02:30:32,136 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 02:30:32,150 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 02:30:32,165 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 02:30:32,175 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 02:30:32,188 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 02:30:32,203 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,218 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,231 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,244 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:30:32,257 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:30:32,272 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 02:30:32,288 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:30:32,303 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:30:32,313 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:30:32,328 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 02:30:32,342 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 02:30:32,370 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,385 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,398 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,413 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 02:30:32,427 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 02:30:32,443 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 02:30:32,458 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 02:30:32,474 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 02:30:32,490 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 02:30:32,504 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 02:30:32,517 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 02:30:32,532 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 02:30:32,548 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 02:30:32,562 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 02:30:32,576 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 02:30:32,592 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,607 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 02:30:32,622 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,635 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,649 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,665 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:30:32,680 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:30:32,695 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 02:30:32,710 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 02:30:32,724 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,739 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,753 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:30:32,767 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:30:32,781 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 02:30:32,794 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:30:32,809 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 02:30:32,822 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:30:32,834 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-25 02:30:32,861 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,876 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,891 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,906 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,914 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,929 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:32,944 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:32,961 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-25 02:30:32,991 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:33,004 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:33,017 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.909, mIoU: 0.623
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2023-07-25 02:30:33,061 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:30:33,074 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-25 02:30:33,102 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:30:33,116 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:30:33,131 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:30:33,144 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,159 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:33,175 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:33,191 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:33,204 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,219 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,234 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,247 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,262 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,277 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,293 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,307 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,320 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,336 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,351 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,368 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,377 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:30:33,392 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:30:33,408 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,420 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,435 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,448 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,463 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,478 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,492 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,506 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,518 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:33,531 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:33,546 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:33,561 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,577 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,591 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:33,606 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:33,619 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,634 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,650 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,663 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,678 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,692 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:33,707 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,721 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,736 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,748 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,762 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,777 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,791 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,805 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,820 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,831 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:33,845 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:33,860 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:33,874 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,888 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:33,903 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:33,918 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:33,933 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:33,948 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:33,964 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:33,981 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:33,998 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,013 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,027 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:34,041 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 02:30:34,056 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:30:34,071 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:34,085 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:34,098 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:30:34,113 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:34,126 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:34,140 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:34,155 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,170 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:34,184 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,198 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:30:34,213 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,226 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,240 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,254 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,269 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,287 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,302 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,318 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,329 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,342 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 02:30:34,356 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,370 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,384 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,397 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,410 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,424 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,440 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,455 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,470 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,483 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,497 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,510 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,525 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,540 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,556 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,571 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,586 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,601 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,615 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,630 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,645 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,658 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,671 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,686 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,702 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,716 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:34,729 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,743 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,758 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,773 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,786 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:34,799 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,807 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,822 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:34,837 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,851 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 02:30:34,866 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,881 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,895 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,910 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:34,925 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:34,938 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:34,953 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:34,967 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:34,983 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:34,999 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,012 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:35,025 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:35,038 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:35,052 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,065 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,078 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:35,091 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,105 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,121 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,133 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,147 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,160 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,173 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,188 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,203 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,218 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,233 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,248 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,263 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,276 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,291 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:35,307 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,324 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,339 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 02:30:35,354 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,369 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,382 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:35,395 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:35,408 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,422 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,438 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,451 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,464 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,478 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,492 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,506 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,522 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,537 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:35,551 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,566 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,580 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,594 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,609 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:35,624 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:35,640 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,654 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,670 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,686 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,699 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,712 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,727 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,742 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,757 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,771 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:35,783 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,796 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,810 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,822 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:35,837 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:35,853 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:35,866 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:35,880 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,893 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,907 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,922 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,935 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,948 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,963 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,978 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:35,992 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:30:36,007 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:36,023 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:36,037 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:36,050 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:36,065 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:36,081 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:36,098 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,111 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,126 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,139 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,155 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,168 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,181 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:36,196 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,211 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,224 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:36,239 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:36,255 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,270 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,285 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,299 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,312 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,326 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,339 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,352 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,365 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,380 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,393 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,406 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,420 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,436 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,450 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,466 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,479 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,492 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,507 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,522 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,537 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,552 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:36,565 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,578 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,589 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,605 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,620 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,635 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,649 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,661 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,674 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,688 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,703 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,716 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:36,731 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:36,744 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:36,759 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:36,772 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:36,787 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:36,801 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,816 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,831 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,844 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:36,859 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,874 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,889 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,903 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,918 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,933 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:36,948 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:36,962 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:36,976 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:36,991 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,004 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,018 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,032 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,048 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,062 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,078 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,092 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,104 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,118 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,134 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,148 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,162 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,178 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,193 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,206 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,221 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,237 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,252 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,265 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,277 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,294 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,309 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,325 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,338 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,353 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:37,367 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,382 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,397 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,409 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,424 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,437 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,451 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,465 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,477 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 02:30:37,492 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,505 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,519 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:37,533 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:30:37,548 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:30:37,561 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,576 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:37,590 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,604 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,620 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,635 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,650 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,665 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,675 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,689 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,702 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,717 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,732 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,747 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,760 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,775 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,790 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,805 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,821 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,836 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,849 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,865 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,880 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:37,895 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:37,908 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,923 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,938 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,953 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,966 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,981 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:37,995 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,009 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,024 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,040 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,053 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,068 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:38,080 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,095 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,110 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,125 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,140 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,155 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,170 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,183 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:38,196 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:38,210 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,223 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,236 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,251 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,266 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,281 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,296 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,309 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,322 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,338 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,352 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,365 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,380 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,393 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,409 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,424 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,440 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,456 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,471 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,480 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,496 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,512 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,526 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,540 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,556 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,571 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,584 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,599 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,613 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,628 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,642 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,656 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:30:38,672 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,687 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,699 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,713 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,728 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,741 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:30:38,753 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,768 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,782 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,797 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,805 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,818 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:38,831 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,844 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,855 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,870 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:38,884 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:30:38,899 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:38,911 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:38,924 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:38,939 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:38,949 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:38,964 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:38,978 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:38,993 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,008 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,023 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,038 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,052 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,065 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,080 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,094 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:39,109 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,123 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,136 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,146 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,158 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,171 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,182 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,197 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,210 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:39,225 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:39,241 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,256 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,270 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,286 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,301 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,317 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,332 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:39,346 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,361 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,376 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,391 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,404 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,417 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,432 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,445 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,461 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,474 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,489 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,504 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,521 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,537 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,550 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,565 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,580 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,595 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,611 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,624 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,637 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,652 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,668 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:30:39,683 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:30:39,698 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,713 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,729 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:30:39,744 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,759 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,771 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,786 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,797 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,811 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,825 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,837 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,852 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:30:39,867 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,882 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,897 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,912 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,927 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:30:39,941 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,954 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,969 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,981 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:39,996 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,010 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,023 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,038 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,052 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,069 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,084 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,099 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,114 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,129 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,142 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,155 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,170 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,183 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,197 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:30:40,212 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,227 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,242 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,255 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:30:40,268 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,284 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,300 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,316 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,329 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,342 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,357 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:40,372 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:40,388 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,403 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:30:40,418 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:30:40,432 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,446 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,461 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,476 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,491 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,505 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,519 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,532 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,547 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:30:40,561 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,576 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,588 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:30:40,603 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,617 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,633 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,645 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,660 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,675 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,689 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:40,705 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,720 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,735 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,748 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:40,762 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,778 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,791 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,807 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,820 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,829 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,844 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,859 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,872 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:40,888 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:40,903 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:40,916 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:40,929 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:40,944 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:40,959 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:40,974 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:40,991 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:41,005 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:41,022 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:41,036 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:41,049 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:30:41,066 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,082 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:41,097 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,109 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:41,123 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:41,137 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:41,152 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,167 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,182 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,194 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,209 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,223 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,236 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,251 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,266 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,281 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,296 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,311 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,326 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,341 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,356 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,371 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,384 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,400 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,414 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 02:30:41,470 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 02:30:41,500 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,510 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,524 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,539 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,555 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,568 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,583 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,598 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,613 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 02:30:41,640 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.913, mIoU: 0.633
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2023-07-25 02:30:41,668 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,683 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,696 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,709 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,724 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,739 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,754 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,769 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,782 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,797 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,813 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,825 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:41,840 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,855 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,870 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,884 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,896 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,909 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,923 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,938 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,952 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:41,964 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,979 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:41,995 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:42,008 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:42,018 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:30:42,033 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:42,048 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:42,062 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:30:42,076 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:42,090 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:42,106 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:30:42,120 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,133 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,147 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,162 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,177 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,192 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,207 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,221 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,235 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,250 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,263 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,277 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,292 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,308 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,321 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,336 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,347 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,362 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,378 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,392 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,405 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,420 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,436 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,451 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,462 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,477 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,492 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,502 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,517 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,533 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 02:30:42,548 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,561 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,573 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,588 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,602 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,617 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,630 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,645 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 02:30:42,658 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,671 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,686 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,700 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,715 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:30:42,730 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:42,746 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:42,759 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:42,774 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:42,788 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,803 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,818 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,832 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:42,844 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 02:30:42,860 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,875 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:30:42,890 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,902 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,915 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:42,930 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,945 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:42,958 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:30:42,972 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:42,986 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,001 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,016 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:43,031 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:43,046 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:30:43,061 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,074 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,088 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,104 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:43,118 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:43,133 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,148 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,163 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:43,178 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:30:43,193 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:43,208 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,222 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,237 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,252 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:43,267 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:43,282 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,296 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,313 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,327 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,340 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,353 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,367 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,382 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,395 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,410 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,425 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,439 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,454 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,468 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,483 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,497 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,510 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,523 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,536 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,549 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,562 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,577 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,592 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,605 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,618 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,632 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,644 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,657 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,672 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,687 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,702 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,717 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,730 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,745 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,759 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,773 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,788 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,804 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,820 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,833 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,848 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:43,864 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,878 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,893 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,905 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,920 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,935 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,950 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,964 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,977 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:43,992 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,007 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,021 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,036 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,050 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,065 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,080 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,091 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,105 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,118 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,132 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,149 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,163 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,177 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,189 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,202 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,215 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,230 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,244 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,258 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,273 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,285 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,300 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,316 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,329 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:30:44,344 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,359 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,372 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,387 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,398 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,414 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,429 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,443 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,458 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,471 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,484 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,498 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,513 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,527 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,540 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,553 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,567 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,582 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,597 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,610 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,625 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,641 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,657 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,671 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,686 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,694 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,709 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,722 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,734 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,749 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,764 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:30:44,778 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,792 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,808 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,823 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:30:44,837 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,850 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:44,864 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:44,880 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:44,894 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:30:44,909 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,924 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,941 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,955 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,970 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:44,986 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,001 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,015 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,029 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,045 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,060 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,076 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,091 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,106 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,122 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,139 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,152 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,166 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,179 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,193 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,207 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,221 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,236 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,248 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,262 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,276 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,291 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,305 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,319 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,334 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,348 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,361 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,376 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,389 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,404 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,419 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,434 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:30:45,449 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,464 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,478 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,488 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,503 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,516 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,531 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,546 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,560 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,575 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,586 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:30:45,595 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,611 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,626 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,640 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,653 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,667 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,682 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,695 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,709 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,723 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,737 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,751 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,764 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,779 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,794 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,810 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,823 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,838 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,853 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:30:45,868 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,883 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,896 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,910 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,925 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:30:45,942 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:31:02,804 semantic_segmentation INFO: Iters: 33610/150000 || Lr: 0.015918 || Task Loss: 0.4744 || KD Loss: 0.0947|| 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: 15:44:47 || Estimated Time: 2 days, 6:31:43
2023-07-25 02:31:19,679 semantic_segmentation INFO: Iters: 33620/150000 || Lr: 0.015916 || Task Loss: 0.5560 || KD Loss: 0.1667|| 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: 15:45:04 || Estimated Time: 2 days, 6:31:26
2023-07-25 02:31:36,532 semantic_segmentation INFO: Iters: 33630/150000 || Lr: 0.015915 || Task Loss: 0.7700 || KD Loss: 0.2409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:21 || Estimated Time: 2 days, 6:31:10
2023-07-25 02:31:53,408 semantic_segmentation INFO: Iters: 33640/150000 || Lr: 0.015914 || Task Loss: 0.4680 || KD Loss: 0.0989|| 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: 15:45:37 || Estimated Time: 2 days, 6:30:53
2023-07-25 02:32:10,287 semantic_segmentation INFO: Iters: 33650/150000 || Lr: 0.015913 || Task Loss: 0.6453 || KD Loss: 0.1879|| 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: 15:45:54 || Estimated Time: 2 days, 6:30:36
2023-07-25 02:32:27,119 semantic_segmentation INFO: Iters: 33660/150000 || Lr: 0.015911 || Task Loss: 0.5053 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:11 || Estimated Time: 2 days, 6:30:19
2023-07-25 02:32:44,136 semantic_segmentation INFO: Iters: 33670/150000 || Lr: 0.015910 || Task Loss: 0.3870 || KD Loss: 0.0869|| 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: 15:46:28 || Estimated Time: 2 days, 6:30:03
2023-07-25 02:33:01,067 semantic_segmentation INFO: Iters: 33680/150000 || Lr: 0.015909 || Task Loss: 0.6456 || KD Loss: 0.1245|| 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: 15:46:45 || Estimated Time: 2 days, 6:29:46
2023-07-25 02:33:17,997 semantic_segmentation INFO: Iters: 33690/150000 || Lr: 0.015908 || Task Loss: 0.4226 || KD Loss: 0.1322|| 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: 15:47:02 || Estimated Time: 2 days, 6:29:29
2023-07-25 02:33:34,852 semantic_segmentation INFO: Iters: 33700/150000 || Lr: 0.015906 || Task Loss: 0.3710 || KD Loss: 0.0834|| 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: 15:47:19 || Estimated Time: 2 days, 6:29:13
2023-07-25 02:33:52,175 semantic_segmentation INFO: Iters: 33710/150000 || Lr: 0.015905 || Task Loss: 0.3726 || KD Loss: 0.0914|| 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: 15:47:36 || Estimated Time: 2 days, 6:28:57
2023-07-25 02:34:09,067 semantic_segmentation INFO: Iters: 33720/150000 || Lr: 0.015904 || Task Loss: 0.3702 || KD Loss: 0.1004|| 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: 15:47:53 || Estimated Time: 2 days, 6:28:40
2023-07-25 02:34:25,928 semantic_segmentation INFO: Iters: 33730/150000 || Lr: 0.015903 || Task Loss: 0.5327 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:10 || Estimated Time: 2 days, 6:28:23
2023-07-25 02:34:42,854 semantic_segmentation INFO: Iters: 33740/150000 || Lr: 0.015902 || Task Loss: 0.3902 || KD Loss: 0.1220|| 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: 15:48:27 || Estimated Time: 2 days, 6:28:07
2023-07-25 02:34:59,852 semantic_segmentation INFO: Iters: 33750/150000 || Lr: 0.015900 || Task Loss: 0.3887 || KD Loss: 0.0873|| 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: 15:48:44 || Estimated Time: 2 days, 6:27:50
2023-07-25 02:35:16,646 semantic_segmentation INFO: Iters: 33760/150000 || Lr: 0.015899 || Task Loss: 0.3607 || KD Loss: 0.0850|| 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: 15:49:01 || Estimated Time: 2 days, 6:27:33
2023-07-25 02:35:33,491 semantic_segmentation INFO: Iters: 33770/150000 || Lr: 0.015898 || Task Loss: 0.5798 || KD Loss: 0.1831|| 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: 15:49:17 || Estimated Time: 2 days, 6:27:16
2023-07-25 02:35:51,966 semantic_segmentation INFO: Iters: 33780/150000 || Lr: 0.015897 || Task Loss: 0.5557 || KD Loss: 0.1531|| 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: 15:49:36 || Estimated Time: 2 days, 6:27:05
2023-07-25 02:36:11,116 semantic_segmentation INFO: Iters: 33790/150000 || Lr: 0.015895 || Task Loss: 0.3295 || KD Loss: 0.0899|| 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: 15:49:55 || Estimated Time: 2 days, 6:26:56
2023-07-25 02:36:27,986 semantic_segmentation INFO: Iters: 33800/150000 || Lr: 0.015894 || Task Loss: 0.5495 || KD Loss: 0.1794|| 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: 15:50:12 || Estimated Time: 2 days, 6:26:39
2023-07-25 02:36:44,842 semantic_segmentation INFO: Iters: 33810/150000 || Lr: 0.015893 || Task Loss: 0.4959 || KD Loss: 0.1026|| 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: 15:50:29 || Estimated Time: 2 days, 6:26:22
2023-07-25 02:37:01,711 semantic_segmentation INFO: Iters: 33820/150000 || Lr: 0.015892 || Task Loss: 0.5653 || KD Loss: 0.1586|| 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: 15:50:46 || Estimated Time: 2 days, 6:26:05
2023-07-25 02:37:18,628 semantic_segmentation INFO: Iters: 33830/150000 || Lr: 0.015890 || Task Loss: 0.7484 || KD Loss: 0.3021|| 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: 15:51:03 || Estimated Time: 2 days, 6:25:49
2023-07-25 02:37:35,490 semantic_segmentation INFO: Iters: 33840/150000 || Lr: 0.015889 || Task Loss: 0.6116 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2814|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:19 || Estimated Time: 2 days, 6:25:32
2023-07-25 02:37:52,388 semantic_segmentation INFO: Iters: 33850/150000 || Lr: 0.015888 || Task Loss: 0.4123 || KD Loss: 0.0905|| 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: 15:51:36 || Estimated Time: 2 days, 6:25:15
2023-07-25 02:38:09,267 semantic_segmentation INFO: Iters: 33860/150000 || Lr: 0.015887 || Task Loss: 0.5102 || KD Loss: 0.1072|| 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: 15:51:53 || Estimated Time: 2 days, 6:24:58
2023-07-25 02:38:26,113 semantic_segmentation INFO: Iters: 33870/150000 || Lr: 0.015886 || Task Loss: 0.5370 || KD Loss: 0.1814|| 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: 15:52:10 || Estimated Time: 2 days, 6:24:41
2023-07-25 02:38:42,907 semantic_segmentation INFO: Iters: 33880/150000 || Lr: 0.015884 || Task Loss: 0.4578 || KD Loss: 0.1074|| 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: 15:52:27 || Estimated Time: 2 days, 6:24:24
2023-07-25 02:38:59,864 semantic_segmentation INFO: Iters: 33890/150000 || Lr: 0.015883 || Task Loss: 0.4819 || KD Loss: 0.1185|| 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: 15:52:44 || Estimated Time: 2 days, 6:24:07
2023-07-25 02:39:16,734 semantic_segmentation INFO: Iters: 33900/150000 || Lr: 0.015882 || Task Loss: 0.6208 || KD Loss: 0.1562|| 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: 15:53:01 || Estimated Time: 2 days, 6:23:51
2023-07-25 02:39:33,644 semantic_segmentation INFO: Iters: 33910/150000 || Lr: 0.015881 || Task Loss: 0.4997 || KD Loss: 0.1172|| 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: 15:53:18 || Estimated Time: 2 days, 6:23:34
2023-07-25 02:39:50,508 semantic_segmentation INFO: Iters: 33920/150000 || Lr: 0.015879 || Task Loss: 0.4116 || KD Loss: 0.0957|| 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: 15:53:34 || Estimated Time: 2 days, 6:23:17
2023-07-25 02:40:07,664 semantic_segmentation INFO: Iters: 33930/150000 || Lr: 0.015878 || Task Loss: 0.5249 || KD Loss: 0.1498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:52 || Estimated Time: 2 days, 6:23:01
2023-07-25 02:40:24,455 semantic_segmentation INFO: Iters: 33940/150000 || Lr: 0.015877 || Task Loss: 0.4412 || KD Loss: 0.1187|| 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: 15:54:08 || Estimated Time: 2 days, 6:22:44
2023-07-25 02:40:41,744 semantic_segmentation INFO: Iters: 33950/150000 || Lr: 0.015876 || Task Loss: 0.6833 || KD Loss: 0.1855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:26 || Estimated Time: 2 days, 6:22:28
2023-07-25 02:40:58,619 semantic_segmentation INFO: Iters: 33960/150000 || Lr: 0.015874 || Task Loss: 0.5044 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:43 || Estimated Time: 2 days, 6:22:12
2023-07-25 02:41:15,395 semantic_segmentation INFO: Iters: 33970/150000 || Lr: 0.015873 || Task Loss: 0.5476 || KD Loss: 0.1556|| 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: 15:54:59 || Estimated Time: 2 days, 6:21:55
2023-07-25 02:41:32,221 semantic_segmentation INFO: Iters: 33980/150000 || Lr: 0.015872 || Task Loss: 0.7737 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:16 || Estimated Time: 2 days, 6:21:38
2023-07-25 02:41:49,048 semantic_segmentation INFO: Iters: 33990/150000 || Lr: 0.015871 || Task Loss: 0.6747 || KD Loss: 0.2405|| 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: 15:55:33 || Estimated Time: 2 days, 6:21:21
2023-07-25 02:42:06,075 semantic_segmentation INFO: Iters: 34000/150000 || Lr: 0.015870 || Task Loss: 0.6492 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:50 || Estimated Time: 2 days, 6:21:04
2023-07-25 02:42:22,984 semantic_segmentation INFO: Iters: 34010/150000 || Lr: 0.015868 || Task Loss: 0.6889 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:07 || Estimated Time: 2 days, 6:20:48
2023-07-25 02:42:39,818 semantic_segmentation INFO: Iters: 34020/150000 || Lr: 0.015867 || Task Loss: 0.4900 || KD Loss: 0.1244|| 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: 15:56:24 || Estimated Time: 2 days, 6:20:31
2023-07-25 02:42:56,799 semantic_segmentation INFO: Iters: 34030/150000 || Lr: 0.015866 || Task Loss: 0.3320 || KD Loss: 0.1229|| 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: 15:56:41 || Estimated Time: 2 days, 6:20:14
2023-07-25 02:43:13,587 semantic_segmentation INFO: Iters: 34040/150000 || Lr: 0.015865 || Task Loss: 0.4929 || KD Loss: 0.1388|| 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: 15:56:58 || Estimated Time: 2 days, 6:19:57
2023-07-25 02:43:30,456 semantic_segmentation INFO: Iters: 34050/150000 || Lr: 0.015863 || Task Loss: 0.5561 || KD Loss: 0.1193|| 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: 15:57:14 || Estimated Time: 2 days, 6:19:40
2023-07-25 02:43:47,395 semantic_segmentation INFO: Iters: 34060/150000 || Lr: 0.015862 || Task Loss: 0.6769 || KD Loss: 0.2601|| 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: 15:57:31 || Estimated Time: 2 days, 6:19:23
2023-07-25 02:44:04,245 semantic_segmentation INFO: Iters: 34070/150000 || Lr: 0.015861 || Task Loss: 0.5964 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:48 || Estimated Time: 2 days, 6:19:07
2023-07-25 02:44:21,162 semantic_segmentation INFO: Iters: 34080/150000 || Lr: 0.015860 || Task Loss: 0.3802 || KD Loss: 0.0846|| 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: 15:58:05 || Estimated Time: 2 days, 6:18:50
2023-07-25 02:44:37,964 semantic_segmentation INFO: Iters: 34090/150000 || Lr: 0.015858 || Task Loss: 0.4784 || KD Loss: 0.1063|| 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: 15:58:22 || Estimated Time: 2 days, 6:18:33
2023-07-25 02:44:55,069 semantic_segmentation INFO: Iters: 34100/150000 || Lr: 0.015857 || Task Loss: 0.6037 || KD Loss: 0.2099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:58:39 || Estimated Time: 2 days, 6:18:17
2023-07-25 02:45:11,901 semantic_segmentation INFO: Iters: 34110/150000 || Lr: 0.015856 || Task Loss: 0.4703 || KD Loss: 0.0851|| 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: 15:58:56 || Estimated Time: 2 days, 6:18:00
2023-07-25 02:45:29,272 semantic_segmentation INFO: Iters: 34120/150000 || Lr: 0.015855 || Task Loss: 0.4425 || KD Loss: 0.1090|| 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: 15:59:13 || Estimated Time: 2 days, 6:17:45
2023-07-25 02:45:45,964 semantic_segmentation INFO: Iters: 34130/150000 || Lr: 0.015853 || Task Loss: 0.6312 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 6:17:27
2023-07-25 02:46:02,935 semantic_segmentation INFO: Iters: 34140/150000 || Lr: 0.015852 || Task Loss: 0.5125 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:59:47 || Estimated Time: 2 days, 6:17:11
2023-07-25 02:46:19,831 semantic_segmentation INFO: Iters: 34150/150000 || Lr: 0.015851 || Task Loss: 0.5658 || KD Loss: 0.1202|| 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: 16:00:04 || Estimated Time: 2 days, 6:16:54
2023-07-25 02:46:36,678 semantic_segmentation INFO: Iters: 34160/150000 || Lr: 0.015850 || Task Loss: 0.6065 || KD Loss: 0.1510|| 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: 16:00:21 || Estimated Time: 2 days, 6:16:37
2023-07-25 02:46:53,527 semantic_segmentation INFO: Iters: 34170/150000 || Lr: 0.015849 || Task Loss: 0.4829 || KD Loss: 0.1309|| 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: 16:00:38 || Estimated Time: 2 days, 6:16:20
2023-07-25 02:47:10,554 semantic_segmentation INFO: Iters: 34180/150000 || Lr: 0.015847 || Task Loss: 0.3476 || KD Loss: 0.0829|| 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: 16:00:55 || Estimated Time: 2 days, 6:16:04
2023-07-25 02:47:27,420 semantic_segmentation INFO: Iters: 34190/150000 || Lr: 0.015846 || Task Loss: 0.4656 || KD Loss: 0.0898|| 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: 16:01:11 || Estimated Time: 2 days, 6:15:47
2023-07-25 02:47:44,537 semantic_segmentation INFO: Iters: 34200/150000 || Lr: 0.015845 || Task Loss: 0.6524 || KD Loss: 0.1703|| 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: 16:01:29 || Estimated Time: 2 days, 6:15:31
2023-07-25 02:48:01,331 semantic_segmentation INFO: Iters: 34210/150000 || Lr: 0.015844 || Task Loss: 0.8020 || KD Loss: 0.2188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:45 || Estimated Time: 2 days, 6:15:14
2023-07-25 02:48:18,727 semantic_segmentation INFO: Iters: 34220/150000 || Lr: 0.015842 || Task Loss: 0.5721 || KD Loss: 0.1701|| 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: 16:02:03 || Estimated Time: 2 days, 6:14:59
2023-07-25 02:48:36,022 semantic_segmentation INFO: Iters: 34230/150000 || Lr: 0.015841 || Task Loss: 0.5634 || KD Loss: 0.1512|| 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: 16:02:20 || Estimated Time: 2 days, 6:14:43
2023-07-25 02:48:52,915 semantic_segmentation INFO: Iters: 34240/150000 || Lr: 0.015840 || Task Loss: 0.3427 || KD Loss: 0.0727|| 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: 16:02:37 || Estimated Time: 2 days, 6:14:26
2023-07-25 02:49:10,281 semantic_segmentation INFO: Iters: 34250/150000 || Lr: 0.015839 || Task Loss: 0.6323 || KD Loss: 0.2177|| 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: 16:02:54 || Estimated Time: 2 days, 6:14:11
2023-07-25 02:49:27,157 semantic_segmentation INFO: Iters: 34260/150000 || Lr: 0.015837 || Task Loss: 0.5992 || KD Loss: 0.1809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:11 || Estimated Time: 2 days, 6:13:54
2023-07-25 02:49:44,007 semantic_segmentation INFO: Iters: 34270/150000 || Lr: 0.015836 || Task Loss: 0.4648 || KD Loss: 0.1306|| 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: 16:03:28 || Estimated Time: 2 days, 6:13:37
2023-07-25 02:50:00,939 semantic_segmentation INFO: Iters: 34280/150000 || Lr: 0.015835 || Task Loss: 0.4649 || KD Loss: 0.1544|| 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: 16:03:45 || Estimated Time: 2 days, 6:13:21
2023-07-25 02:50:17,820 semantic_segmentation INFO: Iters: 34290/150000 || Lr: 0.015834 || Task Loss: 0.5327 || KD Loss: 0.1321|| 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: 16:04:02 || Estimated Time: 2 days, 6:13:04
2023-07-25 02:50:34,662 semantic_segmentation INFO: Iters: 34300/150000 || Lr: 0.015833 || Task Loss: 0.5815 || KD Loss: 0.2023|| 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: 16:04:19 || Estimated Time: 2 days, 6:12:47
2023-07-25 02:50:51,853 semantic_segmentation INFO: Iters: 34310/150000 || Lr: 0.015831 || Task Loss: 0.6020 || KD Loss: 0.1400|| 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: 16:04:36 || Estimated Time: 2 days, 6:12:31
2023-07-25 02:51:08,733 semantic_segmentation INFO: Iters: 34320/150000 || Lr: 0.015830 || Task Loss: 0.6250 || KD Loss: 0.1982|| 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: 16:04:53 || Estimated Time: 2 days, 6:12:14
2023-07-25 02:51:25,604 semantic_segmentation INFO: Iters: 34330/150000 || Lr: 0.015829 || Task Loss: 0.5157 || KD Loss: 0.1540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:10 || Estimated Time: 2 days, 6:11:57
2023-07-25 02:51:42,459 semantic_segmentation INFO: Iters: 34340/150000 || Lr: 0.015828 || Task Loss: 0.5247 || KD Loss: 0.1626|| 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: 16:05:26 || Estimated Time: 2 days, 6:11:40
2023-07-25 02:51:59,466 semantic_segmentation INFO: Iters: 34350/150000 || Lr: 0.015826 || Task Loss: 0.6178 || KD Loss: 0.1569|| 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: 16:05:43 || Estimated Time: 2 days, 6:11:24
2023-07-25 02:52:16,307 semantic_segmentation INFO: Iters: 34360/150000 || Lr: 0.015825 || Task Loss: 0.4087 || KD Loss: 0.0893|| 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: 16:06:00 || Estimated Time: 2 days, 6:11:07
2023-07-25 02:52:33,183 semantic_segmentation INFO: Iters: 34370/150000 || Lr: 0.015824 || Task Loss: 0.4825 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:17 || Estimated Time: 2 days, 6:10:50
2023-07-25 02:52:50,097 semantic_segmentation INFO: Iters: 34380/150000 || Lr: 0.015823 || Task Loss: 0.4524 || KD Loss: 0.1462|| 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: 16:06:34 || Estimated Time: 2 days, 6:10:34
2023-07-25 02:53:06,963 semantic_segmentation INFO: Iters: 34390/150000 || Lr: 0.015821 || Task Loss: 0.6391 || KD Loss: 0.1834|| 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: 16:06:51 || Estimated Time: 2 days, 6:10:17
2023-07-25 02:53:24,439 semantic_segmentation INFO: Iters: 34400/150000 || Lr: 0.015820 || Task Loss: 0.6898 || KD Loss: 0.1714|| 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: 16:07:08 || Estimated Time: 2 days, 6:10:02
2023-07-25 02:53:24,550 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 02:53:25,001 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.085
2023-07-25 02:53:25,013 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.131
2023-07-25 02:53:25,035 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.138
2023-07-25 02:53:25,049 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.137
2023-07-25 02:53:25,062 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.212
2023-07-25 02:53:25,075 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.257
2023-07-25 02:53:25,090 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.286
2023-07-25 02:53:25,105 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.291
2023-07-25 02:53:25,117 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.330
2023-07-25 02:53:25,131 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.373
2023-07-25 02:53:25,145 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.401
2023-07-25 02:53:25,159 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.445
2023-07-25 02:53:25,171 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.908, mIoU: 0.411
2023-07-25 02:53:25,186 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.908, mIoU: 0.403
2023-07-25 02:53:25,200 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.908, mIoU: 0.396
2023-07-25 02:53:25,213 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.909, mIoU: 0.389
2023-07-25 02:53:25,225 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.901, mIoU: 0.380
2023-07-25 02:53:25,238 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.903, mIoU: 0.380
2023-07-25 02:53:25,252 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.904, mIoU: 0.379
2023-07-25 02:53:25,269 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.421
2023-07-25 02:53:25,283 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.897, mIoU: 0.402
2023-07-25 02:53:25,299 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.899, mIoU: 0.414
2023-07-25 02:53:25,314 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.441
2023-07-25 02:53:25,330 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.902, mIoU: 0.442
2023-07-25 02:53:25,346 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.436
2023-07-25 02:53:25,360 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.438
2023-07-25 02:53:25,374 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.901, mIoU: 0.438
2023-07-25 02:53:25,386 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.439
2023-07-25 02:53:25,402 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.899, mIoU: 0.431
2023-07-25 02:53:25,417 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.432
2023-07-25 02:53:25,431 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.439
2023-07-25 02:53:25,447 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.439
2023-07-25 02:53:25,462 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.911, mIoU: 0.444
2023-07-25 02:53:25,477 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.435
2023-07-25 02:53:25,492 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.443
2023-07-25 02:53:25,508 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.444
2023-07-25 02:53:25,521 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.446
2023-07-25 02:53:25,533 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.483
2023-07-25 02:53:25,550 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.470
2023-07-25 02:53:25,563 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.468
2023-07-25 02:53:25,576 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.909, mIoU: 0.495
2023-07-25 02:53:25,591 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.495
2023-07-25 02:53:25,605 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.487
2023-07-25 02:53:25,618 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.909, mIoU: 0.487
2023-07-25 02:53:25,633 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.909, mIoU: 0.494
2023-07-25 02:53:25,648 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.497
2023-07-25 02:53:25,661 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.501
2023-07-25 02:53:25,673 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.502
2023-07-25 02:53:25,688 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.504
2023-07-25 02:53:25,704 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.505
2023-07-25 02:53:25,720 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.504
2023-07-25 02:53:25,735 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.504
2023-07-25 02:53:25,749 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.502
2023-07-25 02:53:25,764 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.503
2023-07-25 02:53:25,780 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.508
2023-07-25 02:53:25,793 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.508
2023-07-25 02:53:25,809 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.504
2023-07-25 02:53:25,826 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.505
2023-07-25 02:53:25,839 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.506
2023-07-25 02:53:25,854 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.539
2023-07-25 02:53:25,867 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.544
2023-07-25 02:53:25,882 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.541
2023-07-25 02:53:25,894 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.541
2023-07-25 02:53:25,912 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.547
2023-07-25 02:53:25,925 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.916, mIoU: 0.547
2023-07-25 02:53:25,939 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-25 02:53:25,954 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.546
2023-07-25 02:53:25,967 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-25 02:53:25,982 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-25 02:53:25,998 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-25 02:53:26,014 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.603
2023-07-25 02:53:26,027 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.913, mIoU: 0.602
2023-07-25 02:53:26,042 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.604
2023-07-25 02:53:26,057 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.914, mIoU: 0.605
2023-07-25 02:53:26,072 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.915, mIoU: 0.614
2023-07-25 02:53:26,088 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.916, mIoU: 0.610
2023-07-25 02:53:26,104 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.608
2023-07-25 02:53:26,114 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.607
2023-07-25 02:53:26,129 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 02:53:26,145 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 02:53:26,158 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 02:53:26,173 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 02:53:26,188 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.910, mIoU: 0.610
2023-07-25 02:53:26,203 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 02:53:26,218 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.613
2023-07-25 02:53:26,233 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 02:53:26,248 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.911, mIoU: 0.610
2023-07-25 02:53:26,263 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 02:53:26,278 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 02:53:26,291 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.911, mIoU: 0.611
2023-07-25 02:53:26,306 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.602
2023-07-25 02:53:26,321 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.911, mIoU: 0.602
2023-07-25 02:53:26,335 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.607
2023-07-25 02:53:26,350 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 02:53:26,365 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 02:53:26,379 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 02:53:26,392 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.912, mIoU: 0.622
2023-07-25 02:53:26,405 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 02:53:26,420 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:53:26,433 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 02:53:26,447 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:53:26,461 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 02:53:26,474 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:53:26,489 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 02:53:26,505 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 02:53:26,517 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 02:53:26,532 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 02:53:26,546 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 02:53:26,559 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 02:53:26,572 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 02:53:26,584 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 02:53:26,597 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 02:53:26,612 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 02:53:26,626 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 02:53:26,641 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:53:26,654 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 02:53:26,667 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 02:53:26,682 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 02:53:26,695 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.616
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2023-07-25 02:53:26,895 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.610
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2023-07-25 02:53:26,935 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.610
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2023-07-25 02:53:27,006 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.913, mIoU: 0.613
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2023-07-25 02:53:27,121 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.911, mIoU: 0.619
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2023-07-25 02:53:27,280 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.911, mIoU: 0.620
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2023-07-25 02:53:27,349 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.910, mIoU: 0.613
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2023-07-25 02:53:29,521 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.899, mIoU: 0.585
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2023-07-25 02:53:29,595 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-25 02:53:29,765 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-25 02:53:29,902 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 02:53:29,917 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 02:53:29,931 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.902, mIoU: 0.586
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2023-07-25 02:53:29,961 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 02:53:29,974 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.902, mIoU: 0.586
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2023-07-25 02:53:30,003 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.903, mIoU: 0.587
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2023-07-25 02:53:30,104 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 02:53:30,118 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 02:53:30,131 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.903, mIoU: 0.588
2023-07-25 02:53:30,143 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-25 02:53:30,159 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 02:53:30,175 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 02:53:30,188 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 02:53:30,201 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 02:53:30,215 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 02:53:30,228 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 02:53:30,243 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-25 02:53:30,330 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.899, mIoU: 0.576
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2023-07-25 02:53:30,361 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.900, mIoU: 0.577
2023-07-25 02:53:30,377 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.900, mIoU: 0.578
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2023-07-25 02:53:30,407 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.900, mIoU: 0.575
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2023-07-25 02:53:30,510 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.901, mIoU: 0.577
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2023-07-25 02:53:30,568 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.901, mIoU: 0.577
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2023-07-25 02:53:30,919 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.901, mIoU: 0.576
2023-07-25 02:53:30,934 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.902, mIoU: 0.577
2023-07-25 02:53:30,948 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-25 02:53:30,963 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.902, mIoU: 0.578
2023-07-25 02:53:30,976 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-25 02:53:30,992 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-25 02:53:31,008 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.902, mIoU: 0.579
2023-07-25 02:53:31,023 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-25 02:53:31,036 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.901, mIoU: 0.577
2023-07-25 02:53:31,051 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.901, mIoU: 0.578
2023-07-25 02:53:31,063 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.901, mIoU: 0.579
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2023-07-25 02:53:31,401 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.901, mIoU: 0.585
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2023-07-25 02:53:31,430 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.901, mIoU: 0.584
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2023-07-25 02:53:31,674 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.587
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2023-07-25 02:53:31,734 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.588
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2023-07-25 02:53:31,762 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.590
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2023-07-25 02:53:31,789 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.591
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2023-07-25 02:53:31,874 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-25 02:53:31,889 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.594
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2023-07-25 02:53:32,001 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.597
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2023-07-25 02:53:32,099 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 02:53:32,114 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 02:53:32,127 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.906, mIoU: 0.599
2023-07-25 02:53:32,142 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.906, mIoU: 0.600
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2023-07-25 02:53:32,171 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-25 02:53:32,187 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.905, mIoU: 0.597
2023-07-25 02:53:32,203 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.597
2023-07-25 02:53:32,218 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.905, mIoU: 0.596
2023-07-25 02:53:32,231 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.905, mIoU: 0.595
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2023-07-25 02:53:32,314 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.905, mIoU: 0.597
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2023-07-25 02:53:32,345 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.599
2023-07-25 02:53:32,358 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 02:53:32,372 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 02:53:32,387 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 02:53:32,403 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 02:53:32,418 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:53:32,433 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:53:32,446 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 02:53:32,461 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:53:32,476 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 02:53:32,489 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:53:32,505 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 02:53:32,517 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 02:53:32,532 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 02:53:32,545 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 02:53:32,556 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-25 02:53:32,568 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.610
2023-07-25 02:53:32,583 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 02:53:32,598 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 02:53:32,612 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 02:53:32,627 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 02:53:32,635 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 02:53:32,650 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 02:53:32,665 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 02:53:32,680 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 02:53:32,695 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,709 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 02:53:32,722 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 02:53:32,735 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,750 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,765 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,780 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 02:53:32,793 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,806 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,822 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,836 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,851 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:32,865 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:32,880 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:32,896 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:32,911 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:32,924 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:32,940 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:32,955 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:32,968 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:32,983 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:32,998 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:33,013 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:33,028 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:33,041 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 02:53:33,057 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,072 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,088 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,098 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:33,113 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:33,128 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,141 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,156 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,170 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,186 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,202 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,217 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,230 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,242 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:33,255 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,270 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:33,285 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,301 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,315 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 02:53:33,330 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,343 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 02:53:33,358 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,373 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,386 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,401 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,416 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,431 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,446 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,461 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,473 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,487 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,503 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,517 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,532 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,547 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,558 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 02:53:33,573 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,588 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,602 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,615 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,630 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 02:53:33,644 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 02:53:33,660 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:53:33,674 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 02:53:33,689 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:53:33,704 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:53:33,718 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:53:33,733 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:53:33,747 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 02:53:33,760 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 02:53:33,775 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 02:53:33,791 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:33,807 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:33,820 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:33,836 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:33,850 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,865 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,880 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,896 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,912 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,927 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:33,942 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:33,957 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:33,971 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:33,986 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,001 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,018 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 02:53:34,033 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,047 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,058 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 02:53:34,070 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:53:34,085 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 02:53:34,097 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:34,111 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 02:53:34,124 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 02:53:34,136 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:53:34,151 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:53:34,166 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:53:34,180 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 02:53:34,196 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,211 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,225 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,238 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,252 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,267 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,282 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,297 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,312 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,326 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,339 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,354 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 02:53:34,369 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,382 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,395 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,409 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,425 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,440 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,454 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,468 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 02:53:34,484 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,499 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,512 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,525 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 02:53:34,533 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 02:53:34,549 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,564 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,579 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,595 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,610 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,625 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 02:53:34,641 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,655 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,668 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,683 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,697 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,711 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:34,726 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:34,738 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:34,751 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:34,764 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 02:53:34,778 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 02:53:34,791 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:53:34,804 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:53:34,817 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 02:53:34,832 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 02:53:34,848 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 02:53:34,860 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:34,874 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:34,888 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:34,899 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:34,915 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:34,930 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:34,945 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:34,961 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:34,976 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:34,991 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,004 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:35,019 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,034 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:35,051 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,066 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,081 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:35,096 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:35,109 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:35,121 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:35,134 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,148 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,164 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,177 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,190 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:35,205 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 02:53:35,221 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 02:53:35,237 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:35,252 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,267 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,280 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,295 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,308 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,322 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:35,338 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:35,352 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 02:53:35,369 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,382 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,397 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,414 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,426 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,440 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,455 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,471 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,486 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,501 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 02:53:35,513 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,527 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,541 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,554 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 02:53:35,569 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:35,586 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:35,599 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:35,614 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:35,627 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:35,642 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:35,657 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,670 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,683 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,698 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,713 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,726 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,741 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,756 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,770 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,783 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:35,798 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,813 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,831 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,844 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,858 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,871 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:35,886 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,899 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,912 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,927 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,942 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,955 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,970 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:35,985 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 02:53:36,001 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,016 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,029 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,041 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,055 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,069 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,082 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,095 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,111 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,124 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,137 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,152 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,168 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,183 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,199 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,212 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,228 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,243 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,259 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,274 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,289 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,302 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,314 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,327 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,342 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,358 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,372 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,386 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,397 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,410 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,425 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,440 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,453 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,468 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:36,481 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:36,497 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,510 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,525 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:36,538 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:36,553 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,568 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,581 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:36,596 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,611 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,626 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,641 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,656 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,671 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,686 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,700 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,715 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,730 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,744 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,757 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,771 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,787 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:36,801 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:36,817 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,834 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,845 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,860 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,876 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,891 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,905 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,920 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,935 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,948 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,963 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:36,978 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:36,993 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 02:53:37,006 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,018 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,035 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,050 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,065 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,078 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:37,093 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,108 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,124 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,139 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,152 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,167 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,180 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,195 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,210 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,223 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,239 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,254 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,269 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,284 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,299 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,314 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,330 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,344 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,358 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,374 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,389 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,404 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,419 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,428 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,442 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,455 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,470 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,485 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,500 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,513 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,528 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,543 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,557 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,573 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,588 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,601 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:37,616 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,630 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,645 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:37,658 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:37,673 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:37,688 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,703 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,716 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,731 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,746 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,759 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:37,773 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,788 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,800 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,814 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,827 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,842 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,857 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,872 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:37,886 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 02:53:37,902 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 02:53:37,917 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:37,930 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:37,943 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:37,958 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:37,971 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:37,984 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:37,999 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,013 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:38,028 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,044 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:38,057 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:38,070 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:38,086 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,100 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,113 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,128 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,141 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:38,156 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 02:53:38,170 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,185 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,200 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,214 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,223 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,239 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,255 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,269 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,283 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,298 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,313 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,326 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,342 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,357 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,373 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,388 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,403 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,419 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,435 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,448 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,463 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,478 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,492 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:38,504 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,519 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,534 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,549 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,556 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,569 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:38,582 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,594 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,606 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:38,621 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:38,635 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:38,650 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 02:53:38,662 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 02:53:38,674 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 02:53:38,689 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 02:53:38,700 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 02:53:38,716 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 02:53:38,729 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 02:53:38,745 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 02:53:38,760 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,775 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,790 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,802 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,815 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,831 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,846 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,861 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,876 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,889 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,899 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,910 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:38,922 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,933 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,948 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:38,960 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:38,974 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:38,989 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:39,004 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:39,017 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 02:53:39,031 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,045 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,059 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,074 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,088 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,102 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,117 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,133 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,146 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,159 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 02:53:39,174 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 02:53:39,187 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 02:53:39,203 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 02:53:39,216 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 02:53:39,231 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,246 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,266 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,283 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,296 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,311 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 02:53:39,325 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,341 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,356 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,369 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,382 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,396 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,411 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 02:53:39,426 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 02:53:39,440 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 02:53:39,455 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 02:53:39,470 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 02:53:39,484 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,499 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,512 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,527 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,537 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,550 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,565 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 02:53:39,577 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:53:39,592 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:53:39,607 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 02:53:39,622 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,637 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,653 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 02:53:39,668 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 02:53:39,682 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,695 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,710 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,723 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,738 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,752 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,765 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,780 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,793 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,808 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,823 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,838 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,853 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,868 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,881 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,893 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,908 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:39,921 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,934 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,950 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 02:53:39,965 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:39,980 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:39,993 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,005 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:40,021 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,036 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,051 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,064 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,077 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,092 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,107 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 02:53:40,122 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:40,137 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:40,151 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:40,166 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 02:53:40,180 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,195 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,210 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,225 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,239 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,254 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,267 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,286 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,301 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,317 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,329 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,344 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 02:53:40,359 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,374 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,387 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,402 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,417 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,431 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,447 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,461 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 02:53:40,476 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,489 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,504 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,520 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,533 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,547 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,560 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,568 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,583 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,598 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,610 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:40,625 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,640 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,653 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:40,666 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:40,681 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:40,695 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:40,710 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,726 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,741 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,758 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,772 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,785 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,800 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,815 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,830 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,843 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,856 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,871 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,886 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,901 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,916 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,928 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,943 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,957 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:40,970 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:40,985 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,000 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,014 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,029 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,042 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:41,056 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 02:53:41,071 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:53:41,100 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:53:41,127 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,140 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,152 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:53:41,208 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:53:41,260 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:53:41,363 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,378 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,390 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,405 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 02:53:41,418 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:41,431 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:53:41,518 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 02:53:41,545 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:41,560 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:41,575 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:53:41,671 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:41,684 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.914, mIoU: 0.634
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2023-07-25 02:53:41,812 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 02:53:41,828 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 02:53:41,843 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 02:53:41,918 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:41,933 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:41,948 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:41,962 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:41,977 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:41,989 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,002 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-25 02:53:42,058 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,069 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,083 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,098 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,112 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,124 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,139 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,154 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,168 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,179 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,193 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,208 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,218 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:42,233 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:42,248 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 02:53:42,262 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,275 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,287 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,303 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,317 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,332 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:53:42,345 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,360 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,372 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,385 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,400 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,415 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,429 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:42,444 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,460 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,472 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,487 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,502 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,517 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,531 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,544 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,557 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,573 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,588 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,603 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,616 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,629 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,644 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:42,659 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,672 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,686 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,700 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,715 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,730 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,745 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,760 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,776 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,788 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,802 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:42,817 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,830 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,845 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,860 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,874 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,888 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:42,903 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:42,917 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:42,931 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:42,959 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:42,989 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,003 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,018 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,033 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,046 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:43,074 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,090 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,103 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.913, mIoU: 0.630
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2023-07-25 02:53:43,134 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:43,149 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,164 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,178 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,193 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,208 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,221 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,234 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,247 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,260 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,272 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:43,287 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:43,302 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 02:53:43,315 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,328 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,343 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,355 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,368 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,383 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,399 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,414 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,429 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,442 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,457 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,473 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,486 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,502 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:43,517 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,533 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,547 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,562 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,578 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,592 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,607 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,619 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,634 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,648 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,663 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,677 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,690 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,704 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,719 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,733 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,748 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,762 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,777 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:43,792 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,801 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,816 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,829 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 02:53:43,890 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,903 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,916 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,930 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:43,945 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,959 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,974 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:43,989 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,003 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,017 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,032 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,045 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 02:53:44,074 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,087 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,102 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,113 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,128 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,143 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 02:53:44,172 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,184 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,196 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,210 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 02:53:44,224 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,238 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,251 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,264 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,279 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,294 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,309 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,322 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,338 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,356 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,371 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,386 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,401 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,409 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,424 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,436 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,449 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,464 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,479 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,493 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,509 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,524 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:44,554 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-25 02:53:44,642 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:44,659 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:44,672 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,687 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:44,716 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 02:53:44,729 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 02:53:44,772 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,787 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.912, mIoU: 0.630
2023-07-25 02:53:44,802 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,817 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,832 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,846 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,859 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,874 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,886 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,901 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,916 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,930 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,944 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,957 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,971 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:44,986 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,000 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 02:53:45,029 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 02:53:45,071 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 02:53:45,098 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,113 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,128 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,142 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 02:53:45,172 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,186 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,195 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,209 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,222 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,236 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,252 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 02:53:45,267 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:53:45,282 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:53:45,293 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:53:45,303 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 02:53:45,320 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,340 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,356 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,371 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,386 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,401 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,415 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,430 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,445 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,458 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,472 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 02:53:45,485 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,499 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,513 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,527 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,540 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,554 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,568 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 02:53:45,582 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:45,597 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:45,610 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:45,623 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:45,637 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 02:53:45,654 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 02:54:02,522 semantic_segmentation INFO: Iters: 34410/150000 || Lr: 0.015819 || Task Loss: 0.4019 || KD Loss: 0.1021|| 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: 16:07:47 || Estimated Time: 2 days, 6:10:56
2023-07-25 02:54:19,311 semantic_segmentation INFO: Iters: 34420/150000 || Lr: 0.015818 || Task Loss: 0.5687 || KD Loss: 0.2451|| 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: 16:08:03 || Estimated Time: 2 days, 6:10:39
2023-07-25 02:54:36,197 semantic_segmentation INFO: Iters: 34430/150000 || Lr: 0.015817 || Task Loss: 0.5856 || KD Loss: 0.1912|| 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: 16:08:20 || Estimated Time: 2 days, 6:10:22
2023-07-25 02:54:53,126 semantic_segmentation INFO: Iters: 34440/150000 || Lr: 0.015815 || Task Loss: 0.5950 || KD Loss: 0.1911|| 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: 16:08:37 || Estimated Time: 2 days, 6:10:06
2023-07-25 02:55:10,044 semantic_segmentation INFO: Iters: 34450/150000 || Lr: 0.015814 || Task Loss: 0.7472 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:54 || Estimated Time: 2 days, 6:09:49
2023-07-25 02:55:27,032 semantic_segmentation INFO: Iters: 34460/150000 || Lr: 0.015813 || Task Loss: 0.6126 || KD Loss: 0.2622|| 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: 16:09:11 || Estimated Time: 2 days, 6:09:32
2023-07-25 02:55:43,909 semantic_segmentation INFO: Iters: 34470/150000 || Lr: 0.015812 || Task Loss: 1.0157 || KD Loss: 0.3697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:09:28 || Estimated Time: 2 days, 6:09:15
2023-07-25 02:56:00,833 semantic_segmentation INFO: Iters: 34480/150000 || Lr: 0.015810 || Task Loss: 0.7877 || KD Loss: 0.2072|| 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: 16:09:45 || Estimated Time: 2 days, 6:08:59
2023-07-25 02:56:17,799 semantic_segmentation INFO: Iters: 34490/150000 || Lr: 0.015809 || Task Loss: 0.5827 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:02 || Estimated Time: 2 days, 6:08:42
2023-07-25 02:56:34,748 semantic_segmentation INFO: Iters: 34500/150000 || Lr: 0.015808 || Task Loss: 0.6390 || KD Loss: 0.2360|| 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: 16:10:19 || Estimated Time: 2 days, 6:08:26
2023-07-25 02:56:51,564 semantic_segmentation INFO: Iters: 34510/150000 || Lr: 0.015807 || Task Loss: 0.4718 || KD Loss: 0.1279|| 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: 16:10:36 || Estimated Time: 2 days, 6:08:09
2023-07-25 02:57:08,414 semantic_segmentation INFO: Iters: 34520/150000 || Lr: 0.015805 || Task Loss: 0.5368 || KD Loss: 0.1350|| 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: 16:10:52 || Estimated Time: 2 days, 6:07:52
2023-07-25 02:57:25,337 semantic_segmentation INFO: Iters: 34530/150000 || Lr: 0.015804 || Task Loss: 0.4037 || KD Loss: 0.0910|| 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: 16:11:09 || Estimated Time: 2 days, 6:07:35
2023-07-25 02:57:42,679 semantic_segmentation INFO: Iters: 34540/150000 || Lr: 0.015803 || Task Loss: 0.4834 || KD Loss: 0.1121|| 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: 16:11:27 || Estimated Time: 2 days, 6:07:20
2023-07-25 02:57:59,542 semantic_segmentation INFO: Iters: 34550/150000 || Lr: 0.015802 || Task Loss: 0.5466 || KD Loss: 0.1834|| 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: 16:11:44 || Estimated Time: 2 days, 6:07:03
2023-07-25 02:58:16,861 semantic_segmentation INFO: Iters: 34560/150000 || Lr: 0.015801 || Task Loss: 0.4292 || KD Loss: 0.0796|| 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: 16:12:01 || Estimated Time: 2 days, 6:06:47
2023-07-25 02:58:33,713 semantic_segmentation INFO: Iters: 34570/150000 || Lr: 0.015799 || Task Loss: 0.5771 || KD Loss: 0.1784|| 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: 16:12:18 || Estimated Time: 2 days, 6:06:30
2023-07-25 02:58:51,372 semantic_segmentation INFO: Iters: 34580/150000 || Lr: 0.015798 || Task Loss: 1.0972 || KD Loss: 0.4720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:35 || Estimated Time: 2 days, 6:06:16
2023-07-25 02:59:08,131 semantic_segmentation INFO: Iters: 34590/150000 || Lr: 0.015797 || Task Loss: 0.6995 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:52 || Estimated Time: 2 days, 6:05:59
2023-07-25 02:59:25,157 semantic_segmentation INFO: Iters: 34600/150000 || Lr: 0.015796 || Task Loss: 0.4841 || KD Loss: 0.1686|| 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: 16:13:09 || Estimated Time: 2 days, 6:05:42
2023-07-25 02:59:42,002 semantic_segmentation INFO: Iters: 34610/150000 || Lr: 0.015794 || Task Loss: 0.5678 || KD Loss: 0.2342|| 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: 16:13:26 || Estimated Time: 2 days, 6:05:25
2023-07-25 02:59:59,121 semantic_segmentation INFO: Iters: 34620/150000 || Lr: 0.015793 || Task Loss: 0.4976 || KD Loss: 0.1154|| 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: 16:13:43 || Estimated Time: 2 days, 6:05:09
2023-07-25 03:00:16,004 semantic_segmentation INFO: Iters: 34630/150000 || Lr: 0.015792 || Task Loss: 0.6215 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:14:00 || Estimated Time: 2 days, 6:04:52
2023-07-25 03:00:32,922 semantic_segmentation INFO: Iters: 34640/150000 || Lr: 0.015791 || Task Loss: 0.4710 || KD Loss: 0.1281|| 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: 16:14:17 || Estimated Time: 2 days, 6:04:36
2023-07-25 03:00:52,560 semantic_segmentation INFO: Iters: 34650/150000 || Lr: 0.015789 || Task Loss: 0.5963 || KD Loss: 0.1782|| 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: 16:14:37 || Estimated Time: 2 days, 6:04:28
2023-07-25 03:01:10,587 semantic_segmentation INFO: Iters: 34660/150000 || Lr: 0.015788 || Task Loss: 0.4041 || KD Loss: 0.0901|| 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: 16:14:55 || Estimated Time: 2 days, 6:04:15
2023-07-25 03:01:27,405 semantic_segmentation INFO: Iters: 34670/150000 || Lr: 0.015787 || Task Loss: 0.4537 || KD Loss: 0.0947|| 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: 16:15:11 || Estimated Time: 2 days, 6:03:58
2023-07-25 03:01:44,672 semantic_segmentation INFO: Iters: 34680/150000 || Lr: 0.015786 || Task Loss: 0.4897 || KD Loss: 0.1096|| 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: 16:15:29 || Estimated Time: 2 days, 6:03:42
2023-07-25 03:02:01,717 semantic_segmentation INFO: Iters: 34690/150000 || Lr: 0.015785 || Task Loss: 0.5755 || KD Loss: 0.1484|| 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: 16:15:46 || Estimated Time: 2 days, 6:03:26
2023-07-25 03:02:19,099 semantic_segmentation INFO: Iters: 34700/150000 || Lr: 0.015783 || Task Loss: 0.5100 || KD Loss: 0.1979|| 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: 16:16:03 || Estimated Time: 2 days, 6:03:11
2023-07-25 03:02:36,013 semantic_segmentation INFO: Iters: 34710/150000 || Lr: 0.015782 || Task Loss: 0.3467 || KD Loss: 0.0925|| 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: 16:16:20 || Estimated Time: 2 days, 6:02:54
2023-07-25 03:02:52,902 semantic_segmentation INFO: Iters: 34720/150000 || Lr: 0.015781 || Task Loss: 0.3137 || KD Loss: 0.0643|| 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: 16:16:37 || Estimated Time: 2 days, 6:02:37
2023-07-25 03:03:09,799 semantic_segmentation INFO: Iters: 34730/150000 || Lr: 0.015780 || Task Loss: 0.6120 || KD Loss: 0.1209|| 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: 16:16:54 || Estimated Time: 2 days, 6:02:21
2023-07-25 03:03:26,677 semantic_segmentation INFO: Iters: 34740/150000 || Lr: 0.015778 || Task Loss: 0.8025 || KD Loss: 0.1969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:11 || Estimated Time: 2 days, 6:02:04
2023-07-25 03:03:44,224 semantic_segmentation INFO: Iters: 34750/150000 || Lr: 0.015777 || Task Loss: 0.5791 || KD Loss: 0.1496|| 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: 16:17:28 || Estimated Time: 2 days, 6:01:49
2023-07-25 03:04:01,143 semantic_segmentation INFO: Iters: 34760/150000 || Lr: 0.015776 || Task Loss: 0.6358 || KD Loss: 0.1825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:45 || Estimated Time: 2 days, 6:01:32
2023-07-25 03:04:18,074 semantic_segmentation INFO: Iters: 34770/150000 || Lr: 0.015775 || Task Loss: 0.6457 || KD Loss: 0.2108|| 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: 16:18:02 || Estimated Time: 2 days, 6:01:15
2023-07-25 03:04:35,010 semantic_segmentation INFO: Iters: 34780/150000 || Lr: 0.015773 || Task Loss: 0.8390 || KD Loss: 0.2179|| 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: 16:18:19 || Estimated Time: 2 days, 6:00:59
2023-07-25 03:04:51,997 semantic_segmentation INFO: Iters: 34790/150000 || Lr: 0.015772 || Task Loss: 0.7083 || KD Loss: 0.2361|| 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: 16:18:36 || Estimated Time: 2 days, 6:00:42
2023-07-25 03:05:09,564 semantic_segmentation INFO: Iters: 34800/150000 || Lr: 0.015771 || Task Loss: 0.5239 || KD Loss: 0.1582|| 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: 16:18:54 || Estimated Time: 2 days, 6:00:28
2023-07-25 03:05:26,304 semantic_segmentation INFO: Iters: 34810/150000 || Lr: 0.015770 || Task Loss: 0.6628 || KD Loss: 0.2267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 6:00:10
2023-07-25 03:05:43,207 semantic_segmentation INFO: Iters: 34820/150000 || Lr: 0.015769 || Task Loss: 0.4790 || KD Loss: 0.1333|| 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: 16:19:27 || Estimated Time: 2 days, 5:59:54
2023-07-25 03:06:00,119 semantic_segmentation INFO: Iters: 34830/150000 || Lr: 0.015767 || Task Loss: 0.6084 || KD Loss: 0.1329|| 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: 16:19:44 || Estimated Time: 2 days, 5:59:37
2023-07-25 03:06:17,110 semantic_segmentation INFO: Iters: 34840/150000 || Lr: 0.015766 || Task Loss: 0.3894 || KD Loss: 0.0716|| 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: 16:20:01 || Estimated Time: 2 days, 5:59:20
2023-07-25 03:06:34,056 semantic_segmentation INFO: Iters: 34850/150000 || Lr: 0.015765 || Task Loss: 0.5007 || KD Loss: 0.1996|| 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: 16:20:18 || Estimated Time: 2 days, 5:59:04
2023-07-25 03:06:50,973 semantic_segmentation INFO: Iters: 34860/150000 || Lr: 0.015764 || Task Loss: 0.6541 || KD Loss: 0.1826|| 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: 16:20:35 || Estimated Time: 2 days, 5:58:47
2023-07-25 03:07:07,924 semantic_segmentation INFO: Iters: 34870/150000 || Lr: 0.015762 || Task Loss: 0.7832 || KD Loss: 0.2825|| 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: 16:20:52 || Estimated Time: 2 days, 5:58:30
2023-07-25 03:07:24,800 semantic_segmentation INFO: Iters: 34880/150000 || Lr: 0.015761 || Task Loss: 0.3334 || KD Loss: 0.0592|| 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: 16:21:09 || Estimated Time: 2 days, 5:58:13
2023-07-25 03:07:41,773 semantic_segmentation INFO: Iters: 34890/150000 || Lr: 0.015760 || Task Loss: 0.6079 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:26 || Estimated Time: 2 days, 5:57:57
2023-07-25 03:07:59,007 semantic_segmentation INFO: Iters: 34900/150000 || Lr: 0.015759 || Task Loss: 0.5937 || KD Loss: 0.1499|| 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: 16:21:43 || Estimated Time: 2 days, 5:57:41
2023-07-25 03:08:15,773 semantic_segmentation INFO: Iters: 34910/150000 || Lr: 0.015757 || Task Loss: 0.5905 || KD Loss: 0.2180|| 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: 16:22:00 || Estimated Time: 2 days, 5:57:24
2023-07-25 03:08:32,787 semantic_segmentation INFO: Iters: 34920/150000 || Lr: 0.015756 || Task Loss: 0.6629 || KD Loss: 0.2779|| 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: 16:22:17 || Estimated Time: 2 days, 5:57:07
2023-07-25 03:08:50,078 semantic_segmentation INFO: Iters: 34930/150000 || Lr: 0.015755 || Task Loss: 0.5816 || KD Loss: 0.1541|| 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: 16:22:34 || Estimated Time: 2 days, 5:56:52
2023-07-25 03:09:06,964 semantic_segmentation INFO: Iters: 34940/150000 || Lr: 0.015754 || Task Loss: 0.4447 || KD Loss: 0.1250|| 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: 16:22:51 || Estimated Time: 2 days, 5:56:35
2023-07-25 03:09:23,774 semantic_segmentation INFO: Iters: 34950/150000 || Lr: 0.015752 || Task Loss: 0.4892 || KD Loss: 0.1800|| 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: 16:23:08 || Estimated Time: 2 days, 5:56:18
2023-07-25 03:09:40,685 semantic_segmentation INFO: Iters: 34960/150000 || Lr: 0.015751 || Task Loss: 0.3262 || KD Loss: 0.0841|| 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: 16:23:25 || Estimated Time: 2 days, 5:56:01
2023-07-25 03:09:57,647 semantic_segmentation INFO: Iters: 34970/150000 || Lr: 0.015750 || Task Loss: 0.5125 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:42 || Estimated Time: 2 days, 5:55:45
2023-07-25 03:10:14,628 semantic_segmentation INFO: Iters: 34980/150000 || Lr: 0.015749 || Task Loss: 0.6842 || KD Loss: 0.3164|| 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: 16:23:59 || Estimated Time: 2 days, 5:55:28
2023-07-25 03:10:31,536 semantic_segmentation INFO: Iters: 34990/150000 || Lr: 0.015748 || Task Loss: 0.8647 || KD Loss: 0.3329|| 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: 16:24:16 || Estimated Time: 2 days, 5:55:11
2023-07-25 03:10:48,356 semantic_segmentation INFO: Iters: 35000/150000 || Lr: 0.015746 || Task Loss: 0.6263 || KD Loss: 0.1505|| 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: 16:24:32 || Estimated Time: 2 days, 5:54:54
2023-07-25 03:11:05,308 semantic_segmentation INFO: Iters: 35010/150000 || Lr: 0.015745 || Task Loss: 0.4766 || KD Loss: 0.1114|| 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: 16:24:49 || Estimated Time: 2 days, 5:54:38
2023-07-25 03:11:22,339 semantic_segmentation INFO: Iters: 35020/150000 || Lr: 0.015744 || Task Loss: 0.5227 || KD Loss: 0.2179|| 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: 16:25:06 || Estimated Time: 2 days, 5:54:21
2023-07-25 03:11:39,224 semantic_segmentation INFO: Iters: 35030/150000 || Lr: 0.015743 || Task Loss: 0.4435 || KD Loss: 0.1235|| 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: 16:25:23 || Estimated Time: 2 days, 5:54:04
2023-07-25 03:11:56,146 semantic_segmentation INFO: Iters: 35040/150000 || Lr: 0.015741 || Task Loss: 0.4319 || KD Loss: 0.0635|| 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: 16:25:40 || Estimated Time: 2 days, 5:53:48
2023-07-25 03:12:13,066 semantic_segmentation INFO: Iters: 35050/150000 || Lr: 0.015740 || Task Loss: 0.3637 || KD Loss: 0.0683|| 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: 16:25:57 || Estimated Time: 2 days, 5:53:31
2023-07-25 03:12:29,924 semantic_segmentation INFO: Iters: 35060/150000 || Lr: 0.015739 || Task Loss: 0.5417 || KD Loss: 0.1203|| 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: 16:26:14 || Estimated Time: 2 days, 5:53:14
2023-07-25 03:12:47,431 semantic_segmentation INFO: Iters: 35070/150000 || Lr: 0.015738 || Task Loss: 0.4818 || KD Loss: 0.1098|| 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: 16:26:31 || Estimated Time: 2 days, 5:52:59
2023-07-25 03:13:04,210 semantic_segmentation INFO: Iters: 35080/150000 || Lr: 0.015736 || Task Loss: 0.4626 || KD Loss: 0.1215|| 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: 16:26:48 || Estimated Time: 2 days, 5:52:42
2023-07-25 03:13:21,114 semantic_segmentation INFO: Iters: 35090/150000 || Lr: 0.015735 || Task Loss: 0.4103 || KD Loss: 0.0952|| 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: 16:27:05 || Estimated Time: 2 days, 5:52:25
2023-07-25 03:13:37,933 semantic_segmentation INFO: Iters: 35100/150000 || Lr: 0.015734 || Task Loss: 0.3578 || KD Loss: 0.0998|| 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: 16:27:22 || Estimated Time: 2 days, 5:52:08
2023-07-25 03:13:55,243 semantic_segmentation INFO: Iters: 35110/150000 || Lr: 0.015733 || Task Loss: 0.6252 || KD Loss: 0.1921|| 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: 16:27:39 || Estimated Time: 2 days, 5:51:53
2023-07-25 03:14:12,128 semantic_segmentation INFO: Iters: 35120/150000 || Lr: 0.015732 || Task Loss: 0.4281 || KD Loss: 0.1320|| 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: 16:27:56 || Estimated Time: 2 days, 5:51:36
2023-07-25 03:14:28,994 semantic_segmentation INFO: Iters: 35130/150000 || Lr: 0.015730 || Task Loss: 0.5917 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:28:13 || Estimated Time: 2 days, 5:51:19
2023-07-25 03:14:45,968 semantic_segmentation INFO: Iters: 35140/150000 || Lr: 0.015729 || Task Loss: 0.4094 || KD Loss: 0.0942|| 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: 16:28:30 || Estimated Time: 2 days, 5:51:02
2023-07-25 03:15:02,858 semantic_segmentation INFO: Iters: 35150/150000 || Lr: 0.015728 || Task Loss: 0.6019 || KD Loss: 0.1668|| 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: 16:28:47 || Estimated Time: 2 days, 5:50:45
2023-07-25 03:15:19,715 semantic_segmentation INFO: Iters: 35160/150000 || Lr: 0.015727 || Task Loss: 0.5322 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2721|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:04 || Estimated Time: 2 days, 5:50:29
2023-07-25 03:15:36,645 semantic_segmentation INFO: Iters: 35170/150000 || Lr: 0.015725 || Task Loss: 0.5601 || KD Loss: 0.1172|| 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: 16:29:21 || Estimated Time: 2 days, 5:50:12
2023-07-25 03:15:53,473 semantic_segmentation INFO: Iters: 35180/150000 || Lr: 0.015724 || Task Loss: 0.6075 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:37 || Estimated Time: 2 days, 5:49:55
2023-07-25 03:16:10,378 semantic_segmentation INFO: Iters: 35190/150000 || Lr: 0.015723 || Task Loss: 0.5187 || KD Loss: 0.1463|| 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: 16:29:54 || Estimated Time: 2 days, 5:49:38
2023-07-25 03:16:27,407 semantic_segmentation INFO: Iters: 35200/150000 || Lr: 0.015722 || Task Loss: 0.5146 || KD Loss: 0.1554|| 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: 16:30:11 || Estimated Time: 2 days, 5:49:22
2023-07-25 03:16:27,521 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 03:16:27,969 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-25 03:16:28,003 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.133
2023-07-25 03:16:28,015 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.171
2023-07-25 03:16:28,029 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.171
2023-07-25 03:16:28,041 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.248
2023-07-25 03:16:28,054 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.293
2023-07-25 03:16:28,067 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.337
2023-07-25 03:16:28,081 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.341
2023-07-25 03:16:28,093 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.381
2023-07-25 03:16:28,106 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.398
2023-07-25 03:16:28,120 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.397
2023-07-25 03:16:28,134 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.443
2023-07-25 03:16:28,145 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.411
2023-07-25 03:16:28,159 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.391
2023-07-25 03:16:28,173 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.379
2023-07-25 03:16:28,184 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.374
2023-07-25 03:16:28,195 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.906, mIoU: 0.365
2023-07-25 03:16:28,207 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.364
2023-07-25 03:16:28,220 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.909, mIoU: 0.372
2023-07-25 03:16:28,235 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.411
2023-07-25 03:16:28,249 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.914, mIoU: 0.411
2023-07-25 03:16:28,263 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.914, mIoU: 0.421
2023-07-25 03:16:28,277 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.912, mIoU: 0.463
2023-07-25 03:16:28,293 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.463
2023-07-25 03:16:28,308 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.462
2023-07-25 03:16:28,321 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.461
2023-07-25 03:16:28,334 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.461
2023-07-25 03:16:28,345 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.462
2023-07-25 03:16:28,359 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.911, mIoU: 0.451
2023-07-25 03:16:28,373 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.451
2023-07-25 03:16:28,386 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.451
2023-07-25 03:16:28,401 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.450
2023-07-25 03:16:28,415 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.466
2023-07-25 03:16:28,429 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.920, mIoU: 0.465
2023-07-25 03:16:28,443 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.486
2023-07-25 03:16:28,457 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.487
2023-07-25 03:16:28,470 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.486
2023-07-25 03:16:28,482 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.528
2023-07-25 03:16:28,498 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.523
2023-07-25 03:16:28,510 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.522
2023-07-25 03:16:28,522 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.545
2023-07-25 03:16:28,536 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-25 03:16:28,550 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.541
2023-07-25 03:16:28,562 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.541
2023-07-25 03:16:28,576 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.543
2023-07-25 03:16:28,591 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.545
2023-07-25 03:16:28,603 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.546
2023-07-25 03:16:28,615 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.547
2023-07-25 03:16:28,629 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.546
2023-07-25 03:16:28,644 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.921, mIoU: 0.543
2023-07-25 03:16:28,659 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.920, mIoU: 0.540
2023-07-25 03:16:28,674 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.922, mIoU: 0.540
2023-07-25 03:16:28,686 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-25 03:16:28,702 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-25 03:16:28,716 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.539
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2023-07-25 03:16:28,787 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.567
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2023-07-25 03:16:28,815 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.917, mIoU: 0.562
2023-07-25 03:16:28,828 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.562
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2023-07-25 03:16:28,901 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.605
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2023-07-25 03:16:29,004 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.625
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2023-07-25 03:16:29,034 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.622
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2023-07-25 03:16:29,089 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.909, mIoU: 0.601
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2023-07-25 03:16:29,120 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.600
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2023-07-25 03:16:30,121 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.913, mIoU: 0.617
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2023-07-25 03:16:30,162 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.912, mIoU: 0.617
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2023-07-25 03:16:30,223 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 03:16:30,238 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 03:16:30,253 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.915, mIoU: 0.620
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2023-07-25 03:16:33,057 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.914, mIoU: 0.625
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2023-07-25 03:16:34,472 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,482 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,496 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,510 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,525 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,540 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 03:16:34,556 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 03:16:34,572 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 03:16:34,588 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,597 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,608 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 03:16:34,621 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 03:16:34,635 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 03:16:34,651 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 03:16:34,664 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 03:16:34,680 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 03:16:34,696 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 03:16:34,712 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 03:16:34,727 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 03:16:34,741 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 03:16:34,754 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 03:16:34,769 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 03:16:34,783 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 03:16:34,796 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 03:16:34,811 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.617
2023-07-25 03:16:34,823 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 03:16:34,837 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.618
2023-07-25 03:16:34,851 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.618
2023-07-25 03:16:34,865 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 03:16:34,879 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 03:16:34,894 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 03:16:34,904 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 03:16:34,917 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 03:16:34,932 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 03:16:34,948 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-25 03:16:34,961 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-25 03:16:34,976 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-25 03:16:34,989 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 03:16:35,005 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 03:16:35,021 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 03:16:35,037 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,046 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,062 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,077 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,090 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,106 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-25 03:16:35,121 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 03:16:35,135 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 03:16:35,152 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 03:16:35,166 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 03:16:35,182 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 03:16:35,198 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 03:16:35,213 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 03:16:35,228 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 03:16:35,242 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,255 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 03:16:35,269 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 03:16:35,284 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 03:16:35,298 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 03:16:35,312 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 03:16:35,327 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 03:16:35,350 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 03:16:35,366 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 03:16:35,382 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 03:16:35,398 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 03:16:35,413 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 03:16:35,428 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 03:16:35,443 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 03:16:35,459 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 03:16:35,473 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 03:16:35,488 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 03:16:35,503 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 03:16:35,517 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 03:16:35,532 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 03:16:35,543 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 03:16:35,558 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 03:16:35,571 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:35,583 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:35,596 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:35,610 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:35,625 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,640 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,655 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,664 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,678 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,694 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 03:16:35,709 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 03:16:35,724 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 03:16:35,738 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 03:16:35,751 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 03:16:35,765 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:35,780 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:35,795 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:35,811 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:35,824 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:35,837 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,852 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,866 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,882 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:35,895 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:35,910 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 03:16:35,926 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:35,941 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:35,954 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 03:16:35,970 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:35,986 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:35,998 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,013 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,028 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,043 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,058 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,071 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,086 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,101 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,117 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,127 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:36,142 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 03:16:36,157 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 03:16:36,170 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 03:16:36,186 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,199 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,215 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,231 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-25 03:16:36,260 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,273 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,286 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,302 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 03:16:36,318 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,334 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,349 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,364 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,377 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,392 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,409 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,422 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,437 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,452 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:36,466 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,482 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,497 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-25 03:16:36,537 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,551 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,566 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 03:16:36,580 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,592 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,607 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,622 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 03:16:36,637 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,650 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,665 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,680 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 03:16:36,696 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.919, mIoU: 0.645
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2023-07-25 03:16:36,726 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 03:16:36,741 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.919, mIoU: 0.646
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2023-07-25 03:16:37,004 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 03:16:37,019 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-25 03:16:37,107 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 03:16:37,163 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-25 03:16:37,239 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,252 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,267 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,280 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,294 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,309 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 03:16:37,325 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,340 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,355 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:37,370 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:37,383 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:37,398 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:37,414 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,428 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,441 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,456 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,471 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,486 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,499 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,513 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:37,529 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,544 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,556 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,569 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,577 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 03:16:37,592 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 03:16:37,608 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 03:16:37,623 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 03:16:37,639 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,654 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,670 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,686 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,702 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,714 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,729 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,744 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,759 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,774 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,787 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,800 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,813 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,826 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:37,840 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,853 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:37,866 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:37,880 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,895 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,907 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,921 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,934 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,945 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,960 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,974 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 03:16:37,989 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:38,004 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,019 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,034 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,047 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,062 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,078 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,095 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,111 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,126 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,143 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,156 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,169 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,183 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,198 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,214 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,228 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,241 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,257 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,271 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,287 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,302 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,317 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,330 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,345 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,359 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,373 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 03:16:38,388 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 03:16:38,402 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 03:16:38,419 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,434 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 03:16:38,450 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,466 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,479 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,492 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,508 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,523 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,538 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,553 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 03:16:38,566 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,579 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,593 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,606 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:38,621 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:38,639 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:38,652 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:38,667 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,680 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,695 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,710 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,723 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,736 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,751 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,766 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,779 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,794 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,809 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,823 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,836 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,851 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,866 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,883 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,896 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,910 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,922 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,938 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,950 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,963 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:38,977 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:38,992 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,005 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,020 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,036 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:39,052 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,067 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,081 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,093 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,108 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,122 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,135 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,149 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,165 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,179 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,192 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,206 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,222 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,237 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,253 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,266 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,279 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,294 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,309 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,324 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,338 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,351 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,364 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,375 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,390 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,405 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,419 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,434 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:39,447 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,460 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,475 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,490 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,504 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,519 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,532 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,548 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,562 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,579 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:39,593 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,610 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,625 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:39,639 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:39,655 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,670 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:39,684 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,699 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:39,713 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,728 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,743 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,756 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,771 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,785 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,798 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,811 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,823 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,839 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 03:16:39,852 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,869 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,883 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,894 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,908 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,924 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,939 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:39,951 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,966 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,981 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:39,993 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:40,007 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 03:16:40,023 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 03:16:40,037 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 03:16:40,050 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,062 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 03:16:40,080 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,096 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,112 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,125 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,142 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,158 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,174 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,190 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,203 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,219 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,233 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,247 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,261 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 03:16:40,274 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,289 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,301 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 03:16:40,316 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,330 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,345 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,358 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 03:16:40,373 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,387 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,400 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,415 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,429 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,446 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,462 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,472 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,486 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,499 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,514 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,529 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,544 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:40,557 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 03:16:40,572 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,587 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,601 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,617 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,634 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,647 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,663 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,677 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,692 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:40,705 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:40,720 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:40,735 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,751 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,764 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,778 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,793 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,806 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:40,820 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,835 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,848 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 03:16:40,862 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,875 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,889 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,904 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,919 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,934 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,949 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,964 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,977 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:40,990 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,005 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,018 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,031 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,046 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,060 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,075 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,091 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,104 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,117 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,133 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,148 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,161 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,175 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,188 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,203 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,217 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,232 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,247 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,261 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,270 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,286 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,301 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,314 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,329 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,344 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,359 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,372 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,387 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,401 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:41,417 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:41,432 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,447 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:41,464 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,480 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,493 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,508 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 03:16:41,523 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,537 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,550 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,565 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,580 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,595 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,602 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,615 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,627 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,640 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,652 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,666 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,680 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,695 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,707 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,720 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,735 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,746 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,762 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:41,775 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,790 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,805 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,820 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,835 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,846 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,859 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,874 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:41,889 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,904 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,919 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,932 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,943 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,954 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,967 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,979 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:41,994 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:42,007 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:42,022 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:42,037 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,052 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,066 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,081 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:42,096 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:42,111 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 03:16:42,127 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,142 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,157 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,172 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,188 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,200 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,214 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,229 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,241 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,257 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,270 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,285 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,300 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,318 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,333 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,346 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,361 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,376 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,391 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,406 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,418 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,431 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:42,446 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,461 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:42,476 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 03:16:42,492 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 03:16:42,507 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 03:16:42,522 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 03:16:42,537 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,551 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,564 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,579 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,589 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,602 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,617 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,629 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,645 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,660 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,675 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,690 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,706 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,721 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,736 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,749 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,765 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,778 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,793 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,809 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,822 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,837 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,850 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,865 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,880 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,896 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,910 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:42,925 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,938 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,951 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,966 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:42,979 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:42,992 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:43,008 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:43,022 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 03:16:43,037 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:43,050 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 03:16:43,063 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,078 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,093 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,109 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,122 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,136 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,152 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,168 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,184 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,199 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,214 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,230 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 03:16:43,244 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,259 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,275 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,290 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,305 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,320 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,333 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,348 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,362 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,377 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,390 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,404 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 03:16:43,418 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,434 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,447 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,461 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,476 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,490 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,505 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,520 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,535 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 03:16:43,548 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,563 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,579 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,592 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:43,608 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:43,620 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 03:16:43,630 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,646 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,661 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,674 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 03:16:43,689 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,704 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,717 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,730 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,745 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,760 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,776 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,793 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-25 03:16:43,840 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,853 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 03:16:43,868 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,883 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,898 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,911 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,924 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,940 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 03:16:43,955 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-25 03:16:44,128 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 03:16:44,159 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 03:16:44,216 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 03:16:44,302 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:44,313 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:44,326 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 03:16:44,342 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 03:16:44,486 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.918, mIoU: 0.646
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2023-07-25 03:16:44,762 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 03:16:44,775 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-25 03:16:45,659 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,675 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,690 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,706 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,719 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,732 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,748 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,764 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,777 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,790 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,805 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,820 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,835 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,850 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,865 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,881 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,894 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,908 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,922 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,935 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:45,950 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:45,964 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:45,979 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:45,994 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,009 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 03:16:46,025 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,040 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,055 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,070 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,085 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,101 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,116 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,132 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,149 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,162 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,175 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,190 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,205 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,218 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,233 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,248 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,262 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,277 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,291 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,306 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,320 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,333 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,346 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,359 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,371 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,384 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,398 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,413 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,426 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,439 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,454 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,465 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,479 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 03:16:46,494 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,509 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,524 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,540 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,553 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,568 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:46,582 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,595 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,610 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,626 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,643 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,656 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,671 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,687 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,702 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,717 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:46,745 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 03:16:46,790 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 03:16:46,802 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 03:16:46,873 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,888 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,902 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,912 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,926 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:46,938 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:46,994 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,019 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:47,033 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:47,049 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:47,063 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:47,078 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 03:16:47,093 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:47,107 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-25 03:16:47,137 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 03:16:47,151 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-25 03:16:47,209 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 03:16:47,236 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 03:16:47,348 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 03:16:47,430 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,462 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,493 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:47,509 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,546 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,636 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 03:16:47,680 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:47,695 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-25 03:16:47,785 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:47,799 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:47,814 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:47,828 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-25 03:16:48,073 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,089 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-25 03:16:48,220 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,235 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-25 03:16:48,309 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 03:16:48,334 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,347 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 03:16:48,391 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,406 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,418 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,427 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,444 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,458 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 03:16:48,473 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,486 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,500 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,515 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,528 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,543 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,558 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,572 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,586 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 03:16:48,599 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,613 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,627 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,642 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,655 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,670 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,685 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 03:16:48,699 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 03:16:48,715 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:48,728 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:48,742 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:48,757 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 03:16:48,774 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 03:17:05,602 semantic_segmentation INFO: Iters: 35210/150000 || Lr: 0.015720 || Task Loss: 0.6054 || KD Loss: 0.2064|| 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: 16:30:50 || Estimated Time: 2 days, 5:50:14
2023-07-25 03:17:22,453 semantic_segmentation INFO: Iters: 35220/150000 || Lr: 0.015719 || Task Loss: 0.7275 || KD Loss: 0.2986|| 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: 16:31:06 || Estimated Time: 2 days, 5:49:57
2023-07-25 03:17:39,372 semantic_segmentation INFO: Iters: 35230/150000 || Lr: 0.015718 || Task Loss: 0.6232 || KD Loss: 0.1957|| 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: 16:31:23 || Estimated Time: 2 days, 5:49:40
2023-07-25 03:17:56,282 semantic_segmentation INFO: Iters: 35240/150000 || Lr: 0.015717 || Task Loss: 0.6331 || KD Loss: 0.1738|| 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: 16:31:40 || Estimated Time: 2 days, 5:49:24
2023-07-25 03:18:13,241 semantic_segmentation INFO: Iters: 35250/150000 || Lr: 0.015716 || Task Loss: 0.6144 || KD Loss: 0.1811|| 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: 16:31:57 || Estimated Time: 2 days, 5:49:07
2023-07-25 03:18:30,194 semantic_segmentation INFO: Iters: 35260/150000 || Lr: 0.015714 || Task Loss: 0.3185 || KD Loss: 0.0847|| 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: 16:32:14 || Estimated Time: 2 days, 5:48:50
2023-07-25 03:18:47,185 semantic_segmentation INFO: Iters: 35270/150000 || Lr: 0.015713 || Task Loss: 0.4434 || KD Loss: 0.1009|| 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: 16:32:31 || Estimated Time: 2 days, 5:48:34
2023-07-25 03:19:04,174 semantic_segmentation INFO: Iters: 35280/150000 || Lr: 0.015712 || Task Loss: 0.4731 || KD Loss: 0.0857|| 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: 16:32:48 || Estimated Time: 2 days, 5:48:17
2023-07-25 03:19:21,070 semantic_segmentation INFO: Iters: 35290/150000 || Lr: 0.015711 || Task Loss: 0.4574 || KD Loss: 0.1064|| 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: 16:33:05 || Estimated Time: 2 days, 5:48:00
2023-07-25 03:19:37,993 semantic_segmentation INFO: Iters: 35300/150000 || Lr: 0.015709 || Task Loss: 0.4643 || KD Loss: 0.1196|| 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: 16:33:22 || Estimated Time: 2 days, 5:47:44
2023-07-25 03:19:54,932 semantic_segmentation INFO: Iters: 35310/150000 || Lr: 0.015708 || Task Loss: 0.4410 || KD Loss: 0.1378|| 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: 16:33:39 || Estimated Time: 2 days, 5:47:27
2023-07-25 03:20:12,354 semantic_segmentation INFO: Iters: 35320/150000 || Lr: 0.015707 || Task Loss: 0.5813 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:56 || Estimated Time: 2 days, 5:47:12
2023-07-25 03:20:29,509 semantic_segmentation INFO: Iters: 35330/150000 || Lr: 0.015706 || Task Loss: 0.5274 || KD Loss: 0.1756|| 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: 16:34:13 || Estimated Time: 2 days, 5:46:56
2023-07-25 03:20:46,405 semantic_segmentation INFO: Iters: 35340/150000 || Lr: 0.015704 || Task Loss: 0.4476 || KD Loss: 0.1124|| 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: 16:34:30 || Estimated Time: 2 days, 5:46:39
2023-07-25 03:21:03,221 semantic_segmentation INFO: Iters: 35350/150000 || Lr: 0.015703 || Task Loss: 0.5282 || KD Loss: 0.1572|| 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: 16:34:47 || Estimated Time: 2 days, 5:46:22
2023-07-25 03:21:20,118 semantic_segmentation INFO: Iters: 35360/150000 || Lr: 0.015702 || Task Loss: 0.2766 || KD Loss: 0.0676|| 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: 16:35:04 || Estimated Time: 2 days, 5:46:05
2023-07-25 03:21:37,078 semantic_segmentation INFO: Iters: 35370/150000 || Lr: 0.015701 || Task Loss: 0.6202 || KD Loss: 0.1971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:21 || Estimated Time: 2 days, 5:45:48
2023-07-25 03:21:54,087 semantic_segmentation INFO: Iters: 35380/150000 || Lr: 0.015699 || Task Loss: 0.4370 || KD Loss: 0.1303|| 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: 16:35:38 || Estimated Time: 2 days, 5:45:32
2023-07-25 03:22:10,990 semantic_segmentation INFO: Iters: 35390/150000 || Lr: 0.015698 || Task Loss: 0.3629 || KD Loss: 0.0698|| 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: 16:35:55 || Estimated Time: 2 days, 5:45:15
2023-07-25 03:22:27,890 semantic_segmentation INFO: Iters: 35400/150000 || Lr: 0.015697 || Task Loss: 0.5696 || KD Loss: 0.1657|| 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: 16:36:12 || Estimated Time: 2 days, 5:44:58
2023-07-25 03:22:44,797 semantic_segmentation INFO: Iters: 35410/150000 || Lr: 0.015696 || Task Loss: 0.6750 || KD Loss: 0.1475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:29 || Estimated Time: 2 days, 5:44:41
2023-07-25 03:23:01,694 semantic_segmentation INFO: Iters: 35420/150000 || Lr: 0.015695 || Task Loss: 0.5719 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:46 || Estimated Time: 2 days, 5:44:25
2023-07-25 03:23:18,586 semantic_segmentation INFO: Iters: 35430/150000 || Lr: 0.015693 || Task Loss: 0.5765 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:03 || Estimated Time: 2 days, 5:44:08
2023-07-25 03:23:35,446 semantic_segmentation INFO: Iters: 35440/150000 || Lr: 0.015692 || Task Loss: 0.4475 || KD Loss: 0.1665|| 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: 16:37:19 || Estimated Time: 2 days, 5:43:51
2023-07-25 03:23:52,384 semantic_segmentation INFO: Iters: 35450/150000 || Lr: 0.015691 || Task Loss: 0.2895 || KD Loss: 0.0478|| 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: 16:37:36 || Estimated Time: 2 days, 5:43:34
2023-07-25 03:24:09,245 semantic_segmentation INFO: Iters: 35460/150000 || Lr: 0.015690 || Task Loss: 0.5327 || KD Loss: 0.0991|| 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: 16:37:53 || Estimated Time: 2 days, 5:43:17
2023-07-25 03:24:26,127 semantic_segmentation INFO: Iters: 35470/150000 || Lr: 0.015688 || Task Loss: 1.0316 || KD Loss: 0.4853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 5:43:00
2023-07-25 03:24:42,915 semantic_segmentation INFO: Iters: 35480/150000 || Lr: 0.015687 || Task Loss: 0.3515 || KD Loss: 0.0787|| 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: 16:38:27 || Estimated Time: 2 days, 5:42:43
2023-07-25 03:24:59,776 semantic_segmentation INFO: Iters: 35490/150000 || Lr: 0.015686 || Task Loss: 0.4027 || KD Loss: 0.1220|| 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: 16:38:44 || Estimated Time: 2 days, 5:42:26
2023-07-25 03:25:16,610 semantic_segmentation INFO: Iters: 35500/150000 || Lr: 0.015685 || Task Loss: 0.5279 || KD Loss: 0.1068|| 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: 16:39:01 || Estimated Time: 2 days, 5:42:09
2023-07-25 03:25:34,512 semantic_segmentation INFO: Iters: 35510/150000 || Lr: 0.015683 || Task Loss: 0.5552 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:18 || Estimated Time: 2 days, 5:41:55
2023-07-25 03:25:54,127 semantic_segmentation INFO: Iters: 35520/150000 || Lr: 0.015682 || Task Loss: 0.5611 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:39:38 || Estimated Time: 2 days, 5:41:47
2023-07-25 03:26:10,994 semantic_segmentation INFO: Iters: 35530/150000 || Lr: 0.015681 || Task Loss: 0.3170 || KD Loss: 0.0853|| 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: 16:39:55 || Estimated Time: 2 days, 5:41:30
2023-07-25 03:26:27,839 semantic_segmentation INFO: Iters: 35540/150000 || Lr: 0.015680 || Task Loss: 0.3364 || KD Loss: 0.0742|| 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: 16:40:12 || Estimated Time: 2 days, 5:41:13
2023-07-25 03:26:44,730 semantic_segmentation INFO: Iters: 35550/150000 || Lr: 0.015679 || Task Loss: 0.4540 || KD Loss: 0.0689|| 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: 16:40:29 || Estimated Time: 2 days, 5:40:56
2023-07-25 03:27:01,482 semantic_segmentation INFO: Iters: 35560/150000 || Lr: 0.015677 || Task Loss: 0.4123 || KD Loss: 0.1379|| 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: 16:40:45 || Estimated Time: 2 days, 5:40:39
2023-07-25 03:27:18,810 semantic_segmentation INFO: Iters: 35570/150000 || Lr: 0.015676 || Task Loss: 0.5723 || KD Loss: 0.1503|| 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: 16:41:03 || Estimated Time: 2 days, 5:40:24
2023-07-25 03:27:35,645 semantic_segmentation INFO: Iters: 35580/150000 || Lr: 0.015675 || Task Loss: 0.5170 || KD Loss: 0.0700|| 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: 16:41:20 || Estimated Time: 2 days, 5:40:07
2023-07-25 03:27:52,540 semantic_segmentation INFO: Iters: 35590/150000 || Lr: 0.015674 || Task Loss: 0.4556 || KD Loss: 0.1092|| 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: 16:41:37 || Estimated Time: 2 days, 5:39:50
2023-07-25 03:28:09,419 semantic_segmentation INFO: Iters: 35600/150000 || Lr: 0.015672 || Task Loss: 0.5428 || KD Loss: 0.1558|| 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: 16:41:53 || Estimated Time: 2 days, 5:39:33
2023-07-25 03:28:26,757 semantic_segmentation INFO: Iters: 35610/150000 || Lr: 0.015671 || Task Loss: 0.6737 || KD Loss: 0.1887|| 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: 16:42:11 || Estimated Time: 2 days, 5:39:17
2023-07-25 03:28:43,566 semantic_segmentation INFO: Iters: 35620/150000 || Lr: 0.015670 || Task Loss: 0.5046 || KD Loss: 0.1297|| 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: 16:42:28 || Estimated Time: 2 days, 5:39:00
2023-07-25 03:29:00,610 semantic_segmentation INFO: Iters: 35630/150000 || Lr: 0.015669 || Task Loss: 0.6295 || KD Loss: 0.2000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:45 || Estimated Time: 2 days, 5:38:44
2023-07-25 03:29:17,419 semantic_segmentation INFO: Iters: 35640/150000 || Lr: 0.015667 || Task Loss: 0.4772 || KD Loss: 0.1063|| 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: 16:43:01 || Estimated Time: 2 days, 5:38:27
2023-07-25 03:29:34,425 semantic_segmentation INFO: Iters: 35650/150000 || Lr: 0.015666 || Task Loss: 0.3718 || KD Loss: 0.1001|| 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: 16:43:18 || Estimated Time: 2 days, 5:38:10
2023-07-25 03:29:51,328 semantic_segmentation INFO: Iters: 35660/150000 || Lr: 0.015665 || Task Loss: 0.6501 || KD Loss: 0.2471|| 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: 16:43:35 || Estimated Time: 2 days, 5:37:53
2023-07-25 03:30:08,222 semantic_segmentation INFO: Iters: 35670/150000 || Lr: 0.015664 || Task Loss: 0.5524 || KD Loss: 0.1675|| 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: 16:43:52 || Estimated Time: 2 days, 5:37:36
2023-07-25 03:30:25,594 semantic_segmentation INFO: Iters: 35680/150000 || Lr: 0.015663 || Task Loss: 0.4330 || KD Loss: 0.1107|| 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: 16:44:10 || Estimated Time: 2 days, 5:37:21
2023-07-25 03:30:42,441 semantic_segmentation INFO: Iters: 35690/150000 || Lr: 0.015661 || Task Loss: 0.4462 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:26 || Estimated Time: 2 days, 5:37:04
2023-07-25 03:30:59,310 semantic_segmentation INFO: Iters: 35700/150000 || Lr: 0.015660 || Task Loss: 0.3802 || KD Loss: 0.0857|| 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: 16:44:43 || Estimated Time: 2 days, 5:36:47
2023-07-25 03:31:16,198 semantic_segmentation INFO: Iters: 35710/150000 || Lr: 0.015659 || Task Loss: 0.4812 || KD Loss: 0.1178|| 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: 16:45:00 || Estimated Time: 2 days, 5:36:30
2023-07-25 03:31:33,073 semantic_segmentation INFO: Iters: 35720/150000 || Lr: 0.015658 || Task Loss: 0.9788 || KD Loss: 0.2621|| 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: 16:45:17 || Estimated Time: 2 days, 5:36:13
2023-07-25 03:31:50,540 semantic_segmentation INFO: Iters: 35730/150000 || Lr: 0.015656 || Task Loss: 0.4243 || KD Loss: 0.1335|| 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: 16:45:35 || Estimated Time: 2 days, 5:35:58
2023-07-25 03:32:07,207 semantic_segmentation INFO: Iters: 35740/150000 || Lr: 0.015655 || Task Loss: 0.6838 || KD Loss: 0.1972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2881|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:51 || Estimated Time: 2 days, 5:35:41
2023-07-25 03:32:24,160 semantic_segmentation INFO: Iters: 35750/150000 || Lr: 0.015654 || Task Loss: 0.4088 || KD Loss: 0.0695|| 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: 16:46:08 || Estimated Time: 2 days, 5:35:24
2023-07-25 03:32:41,053 semantic_segmentation INFO: Iters: 35760/150000 || Lr: 0.015653 || Task Loss: 0.5504 || KD Loss: 0.1432|| 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: 16:46:25 || Estimated Time: 2 days, 5:35:07
2023-07-25 03:32:57,928 semantic_segmentation INFO: Iters: 35770/150000 || Lr: 0.015651 || Task Loss: 0.4141 || KD Loss: 0.1017|| 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: 16:46:42 || Estimated Time: 2 days, 5:34:50
2023-07-25 03:33:14,789 semantic_segmentation INFO: Iters: 35780/150000 || Lr: 0.015650 || Task Loss: 0.5039 || KD Loss: 0.1186|| 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: 16:46:59 || Estimated Time: 2 days, 5:34:33
2023-07-25 03:33:31,888 semantic_segmentation INFO: Iters: 35790/150000 || Lr: 0.015649 || Task Loss: 0.4786 || KD Loss: 0.1452|| 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: 16:47:16 || Estimated Time: 2 days, 5:34:17
2023-07-25 03:33:48,798 semantic_segmentation INFO: Iters: 35800/150000 || Lr: 0.015648 || Task Loss: 0.5999 || KD Loss: 0.1315|| 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: 16:47:33 || Estimated Time: 2 days, 5:34:00
2023-07-25 03:34:06,064 semantic_segmentation INFO: Iters: 35810/150000 || Lr: 0.015646 || Task Loss: 0.6574 || KD Loss: 0.2083|| 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: 16:47:50 || Estimated Time: 2 days, 5:33:45
2023-07-25 03:34:22,927 semantic_segmentation INFO: Iters: 35820/150000 || Lr: 0.015645 || Task Loss: 0.4179 || KD Loss: 0.1292|| 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: 16:48:07 || Estimated Time: 2 days, 5:33:28
2023-07-25 03:34:39,860 semantic_segmentation INFO: Iters: 35830/150000 || Lr: 0.015644 || Task Loss: 0.4251 || KD Loss: 0.1187|| 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: 16:48:24 || Estimated Time: 2 days, 5:33:11
2023-07-25 03:34:56,714 semantic_segmentation INFO: Iters: 35840/150000 || Lr: 0.015643 || Task Loss: 0.8022 || KD Loss: 0.2851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:48:41 || Estimated Time: 2 days, 5:32:54
2023-07-25 03:35:13,790 semantic_segmentation INFO: Iters: 35850/150000 || Lr: 0.015642 || Task Loss: 0.6074 || KD Loss: 0.1519|| 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: 16:48:58 || Estimated Time: 2 days, 5:32:38
2023-07-25 03:35:30,564 semantic_segmentation INFO: Iters: 35860/150000 || Lr: 0.015640 || Task Loss: 0.4307 || KD Loss: 0.0937|| 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: 16:49:15 || Estimated Time: 2 days, 5:32:21
2023-07-25 03:35:47,724 semantic_segmentation INFO: Iters: 35870/150000 || Lr: 0.015639 || Task Loss: 0.5558 || KD Loss: 0.1323|| 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: 16:49:32 || Estimated Time: 2 days, 5:32:04
2023-07-25 03:36:04,530 semantic_segmentation INFO: Iters: 35880/150000 || Lr: 0.015638 || Task Loss: 0.5448 || KD Loss: 0.1795|| 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: 16:49:49 || Estimated Time: 2 days, 5:31:47
2023-07-25 03:36:21,373 semantic_segmentation INFO: Iters: 35890/150000 || Lr: 0.015637 || Task Loss: 0.4976 || KD Loss: 0.1584|| 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: 16:50:05 || Estimated Time: 2 days, 5:31:30
2023-07-25 03:36:38,333 semantic_segmentation INFO: Iters: 35900/150000 || Lr: 0.015635 || Task Loss: 0.6359 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:50:22 || Estimated Time: 2 days, 5:31:14
2023-07-25 03:36:55,748 semantic_segmentation INFO: Iters: 35910/150000 || Lr: 0.015634 || Task Loss: 0.6091 || KD Loss: 0.1223|| 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: 16:50:40 || Estimated Time: 2 days, 5:30:59
2023-07-25 03:37:12,601 semantic_segmentation INFO: Iters: 35920/150000 || Lr: 0.015633 || Task Loss: 0.4669 || KD Loss: 0.1105|| 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: 16:50:57 || Estimated Time: 2 days, 5:30:41
2023-07-25 03:37:29,472 semantic_segmentation INFO: Iters: 35930/150000 || Lr: 0.015632 || Task Loss: 0.5260 || KD Loss: 0.1514|| 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: 16:51:13 || Estimated Time: 2 days, 5:30:25
2023-07-25 03:37:46,328 semantic_segmentation INFO: Iters: 35940/150000 || Lr: 0.015630 || Task Loss: 0.5899 || KD Loss: 0.1940|| 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: 16:51:30 || Estimated Time: 2 days, 5:30:08
2023-07-25 03:38:03,225 semantic_segmentation INFO: Iters: 35950/150000 || Lr: 0.015629 || Task Loss: 0.6417 || KD Loss: 0.1975|| 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: 16:51:47 || Estimated Time: 2 days, 5:29:51
2023-07-25 03:38:20,710 semantic_segmentation INFO: Iters: 35960/150000 || Lr: 0.015628 || Task Loss: 0.6455 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:05 || Estimated Time: 2 days, 5:29:36
2023-07-25 03:38:37,472 semantic_segmentation INFO: Iters: 35970/150000 || Lr: 0.015627 || Task Loss: 0.5411 || KD Loss: 0.1685|| 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: 16:52:21 || Estimated Time: 2 days, 5:29:18
2023-07-25 03:38:54,426 semantic_segmentation INFO: Iters: 35980/150000 || Lr: 0.015626 || Task Loss: 0.4037 || KD Loss: 0.0558|| 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: 16:52:38 || Estimated Time: 2 days, 5:29:02
2023-07-25 03:39:11,299 semantic_segmentation INFO: Iters: 35990/150000 || Lr: 0.015624 || Task Loss: 0.5707 || KD Loss: 0.1755|| 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: 16:52:55 || Estimated Time: 2 days, 5:28:45
2023-07-25 03:39:28,129 semantic_segmentation INFO: Iters: 36000/150000 || Lr: 0.015623 || Task Loss: 0.4793 || KD Loss: 0.0977|| 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: 16:53:12 || Estimated Time: 2 days, 5:28:28
2023-07-25 03:39:28,241 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 03:39:28,688 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.946, mIoU: 0.078
2023-07-25 03:39:28,711 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.901, mIoU: 0.108
2023-07-25 03:39:28,724 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.925, mIoU: 0.146
2023-07-25 03:39:28,738 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.920, mIoU: 0.145
2023-07-25 03:39:28,751 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.906, mIoU: 0.212
2023-07-25 03:39:28,763 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.903, mIoU: 0.252
2023-07-25 03:39:28,777 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.915, mIoU: 0.296
2023-07-25 03:39:28,792 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.304
2023-07-25 03:39:28,804 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.916, mIoU: 0.313
2023-07-25 03:39:28,819 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.922, mIoU: 0.353
2023-07-25 03:39:28,833 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.920, mIoU: 0.381
2023-07-25 03:39:28,848 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.927, mIoU: 0.404
2023-07-25 03:39:28,860 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.903, mIoU: 0.394
2023-07-25 03:39:28,875 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.895, mIoU: 0.359
2023-07-25 03:39:28,889 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.897, mIoU: 0.356
2023-07-25 03:39:28,901 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.898, mIoU: 0.351
2023-07-25 03:39:28,912 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.890, mIoU: 0.346
2023-07-25 03:39:28,925 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.891, mIoU: 0.347
2023-07-25 03:39:28,939 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.893, mIoU: 0.342
2023-07-25 03:39:28,955 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.381
2023-07-25 03:39:28,969 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.901, mIoU: 0.385
2023-07-25 03:39:28,984 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.902, mIoU: 0.394
2023-07-25 03:39:28,999 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.417
2023-07-25 03:39:29,015 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.899, mIoU: 0.436
2023-07-25 03:39:29,030 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.901, mIoU: 0.442
2023-07-25 03:39:29,044 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.898, mIoU: 0.440
2023-07-25 03:39:29,059 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.447
2023-07-25 03:39:29,070 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.447
2023-07-25 03:39:29,085 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.897, mIoU: 0.438
2023-07-25 03:39:29,100 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.439
2023-07-25 03:39:29,113 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.440
2023-07-25 03:39:29,129 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.439
2023-07-25 03:39:29,143 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.449
2023-07-25 03:39:29,158 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.447
2023-07-25 03:39:29,172 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.899, mIoU: 0.452
2023-07-25 03:39:29,187 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.453
2023-07-25 03:39:29,201 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.903, mIoU: 0.457
2023-07-25 03:39:29,214 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.496
2023-07-25 03:39:29,230 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-25 03:39:29,243 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.505
2023-07-25 03:39:29,256 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-25 03:39:29,272 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.907, mIoU: 0.524
2023-07-25 03:39:29,286 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-25 03:39:29,300 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-25 03:39:29,315 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.904, mIoU: 0.508
2023-07-25 03:39:29,330 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-25 03:39:29,343 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.907, mIoU: 0.517
2023-07-25 03:39:29,356 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.908, mIoU: 0.518
2023-07-25 03:39:29,370 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.907, mIoU: 0.521
2023-07-25 03:39:29,386 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.906, mIoU: 0.517
2023-07-25 03:39:29,403 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.906, mIoU: 0.515
2023-07-25 03:39:29,418 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.908, mIoU: 0.515
2023-07-25 03:39:29,432 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.512
2023-07-25 03:39:29,448 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.909, mIoU: 0.510
2023-07-25 03:39:29,464 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.907, mIoU: 0.508
2023-07-25 03:39:29,478 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.504
2023-07-25 03:39:29,494 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.906, mIoU: 0.501
2023-07-25 03:39:29,511 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.908, mIoU: 0.498
2023-07-25 03:39:29,525 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-25 03:39:29,540 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.904, mIoU: 0.538
2023-07-25 03:39:29,554 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.891, mIoU: 0.510
2023-07-25 03:39:29,570 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.891, mIoU: 0.507
2023-07-25 03:39:29,584 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.892, mIoU: 0.507
2023-07-25 03:39:29,602 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.894, mIoU: 0.511
2023-07-25 03:39:29,616 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.895, mIoU: 0.515
2023-07-25 03:39:29,630 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.896, mIoU: 0.514
2023-07-25 03:39:29,645 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.898, mIoU: 0.515
2023-07-25 03:39:29,659 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.899, mIoU: 0.551
2023-07-25 03:39:29,674 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.900, mIoU: 0.553
2023-07-25 03:39:29,689 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.899, mIoU: 0.557
2023-07-25 03:39:29,705 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 03:39:29,718 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 03:39:29,733 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 03:39:29,748 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.901, mIoU: 0.579
2023-07-25 03:39:29,762 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.902, mIoU: 0.583
2023-07-25 03:39:29,777 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.583
2023-07-25 03:39:29,791 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 03:39:29,801 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 03:39:29,817 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.899, mIoU: 0.596
2023-07-25 03:39:29,833 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.900, mIoU: 0.601
2023-07-25 03:39:29,847 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.901, mIoU: 0.606
2023-07-25 03:39:29,862 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-25 03:39:29,877 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.900, mIoU: 0.606
2023-07-25 03:39:29,893 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.900, mIoU: 0.606
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2023-07-25 03:39:29,924 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.898, mIoU: 0.603
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2023-07-25 03:39:29,970 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-25 03:39:29,984 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-25 03:39:29,999 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 03:39:30,014 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-25 03:39:30,029 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-25 03:39:30,044 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 03:39:30,058 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-25 03:39:30,073 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 03:39:30,086 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 03:39:30,099 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 03:39:30,113 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 03:39:30,126 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 03:39:30,141 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 03:39:30,154 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 03:39:30,167 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 03:39:30,181 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 03:39:30,197 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 03:39:30,210 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 03:39:30,225 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 03:39:30,240 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 03:39:30,253 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 03:39:30,266 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 03:39:30,279 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 03:39:30,293 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 03:39:30,308 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 03:39:30,323 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:30,339 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 03:39:30,352 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 03:39:30,365 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:30,381 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:30,394 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 03:39:30,409 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 03:39:30,424 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 03:39:30,437 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 03:39:30,450 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 03:39:30,465 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 03:39:30,480 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 03:39:30,489 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 03:39:30,516 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 03:39:30,524 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 03:39:30,537 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-25 03:39:30,552 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 03:39:30,567 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 03:39:30,581 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.907, mIoU: 0.607
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2023-07-25 03:39:30,611 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 03:39:30,624 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 03:39:30,639 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-25 03:39:30,804 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 03:39:30,814 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:30,829 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.907, mIoU: 0.621
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2023-07-25 03:39:31,549 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.903, mIoU: 0.599
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2023-07-25 03:39:35,009 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.901, mIoU: 0.598
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2023-07-25 03:39:35,127 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.899, mIoU: 0.597
2023-07-25 03:39:35,142 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.899, mIoU: 0.598
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2023-07-25 03:39:35,433 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.900, mIoU: 0.598
2023-07-25 03:39:35,449 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.900, mIoU: 0.599
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2023-07-25 03:39:35,845 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.903, mIoU: 0.609
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2023-07-25 03:39:35,874 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 03:39:35,890 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 03:39:35,904 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 03:39:35,920 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 03:39:35,936 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 03:39:35,951 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 03:39:35,967 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.902, mIoU: 0.609
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2023-07-25 03:39:35,993 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 03:39:36,008 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.902, mIoU: 0.608
2023-07-25 03:39:36,023 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 03:39:36,037 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.902, mIoU: 0.605
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2023-07-25 03:39:36,169 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.902, mIoU: 0.610
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2023-07-25 03:39:36,244 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.612
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2023-07-25 03:39:36,272 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 03:39:36,287 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-25 03:39:36,301 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 03:39:36,313 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.902, mIoU: 0.615
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2023-07-25 03:39:36,342 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.902, mIoU: 0.616
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2023-07-25 03:39:36,371 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.903, mIoU: 0.616
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2023-07-25 03:39:36,424 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,439 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,453 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,468 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,480 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,493 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 03:39:36,507 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.903, mIoU: 0.614
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2023-07-25 03:39:36,536 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.903, mIoU: 0.614
2023-07-25 03:39:36,549 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 03:39:36,562 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 03:39:36,576 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 03:39:36,591 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 03:39:36,606 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.903, mIoU: 0.611
2023-07-25 03:39:36,619 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.903, mIoU: 0.613
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2023-07-25 03:39:36,697 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.615
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2023-07-25 03:39:37,321 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:37,336 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,351 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,366 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,384 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,399 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,413 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,428 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,443 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 03:39:37,458 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 03:39:37,472 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 03:39:37,487 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 03:39:37,502 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 03:39:37,515 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:37,528 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 03:39:37,543 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:37,557 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,572 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,585 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,600 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,614 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,629 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,645 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:37,661 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:37,677 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:37,694 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:37,710 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,724 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,738 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:37,753 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 03:39:37,769 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 03:39:37,787 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 03:39:37,801 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:37,817 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:37,827 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:37,840 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:37,855 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:37,868 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,882 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,895 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,908 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,923 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:37,939 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:37,953 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:37,969 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:37,982 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:37,996 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,010 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,025 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,040 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,056 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:38,072 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,087 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:38,102 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:38,116 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:38,131 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:38,147 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:38,160 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:38,173 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:38,188 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,204 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:38,219 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:38,232 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:38,246 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,261 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,276 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,289 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,302 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:38,310 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:38,324 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:38,339 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 03:39:38,354 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 03:39:38,369 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:38,384 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:38,400 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 03:39:38,417 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 03:39:38,433 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,447 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,463 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,478 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,493 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,509 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,522 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,536 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,550 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,564 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,578 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,591 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,605 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,619 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,634 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,646 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:38,660 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:38,672 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,684 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,701 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,716 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,731 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,746 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,760 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,775 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:38,787 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,802 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,818 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,835 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:38,851 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:38,866 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,882 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,895 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,908 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,921 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,936 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:38,953 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,967 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:38,980 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:38,995 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,010 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,025 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,040 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,055 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,068 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:39,083 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,096 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:39,110 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,125 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,138 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,154 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,167 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,182 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,198 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,211 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,224 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,240 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,256 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,271 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,287 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:39,300 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:39,314 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,328 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,341 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,356 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,373 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,386 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,401 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,414 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,429 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,444 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,457 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,470 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,484 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:39,499 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:39,512 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:39,527 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,541 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,555 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,568 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,582 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:39,597 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:39,613 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,627 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,641 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,655 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,671 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,684 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,698 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,715 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,730 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 03:39:39,743 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:39,759 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,775 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:39,790 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:39,806 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,820 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:39,831 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,845 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:39,858 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:39,870 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:39,883 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:39,898 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,911 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,924 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,937 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,952 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:39,967 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:39,982 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:39,994 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,007 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:40,022 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:40,036 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,051 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,066 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,079 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:40,092 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,104 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,119 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,135 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,150 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,165 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,176 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,189 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,205 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,220 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,233 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 03:39:40,248 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,261 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,276 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,289 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,304 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 03:39:40,317 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,332 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,346 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,359 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:40,374 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,389 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,403 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,418 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,432 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,447 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,461 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,476 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,491 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,506 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,519 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,533 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,546 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,563 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,577 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,594 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,609 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,620 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,635 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,652 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,667 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,680 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,695 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,710 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,723 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,737 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,753 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:40,767 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,779 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,791 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:40,807 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,821 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,836 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,848 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,864 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:40,879 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,895 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,910 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:40,924 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:40,939 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:40,953 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:40,968 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,982 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:40,996 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:41,012 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:41,025 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:41,041 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:41,056 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:41,071 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:41,085 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:41,099 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,113 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,127 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,143 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,157 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,172 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,187 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,196 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,210 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,222 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,237 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:41,251 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:41,268 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:41,281 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,297 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,312 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,326 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,342 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,358 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,371 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,387 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,402 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,418 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:41,431 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:41,446 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:41,461 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,476 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,489 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,503 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,517 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,530 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,544 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,558 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,570 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,584 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:41,596 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,610 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,624 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,639 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,654 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,669 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,683 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,696 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,709 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,725 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:41,740 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,753 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,769 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,784 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,799 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,814 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,828 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,841 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,857 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,872 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,886 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,900 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,913 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,929 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,943 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,959 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,974 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:41,988 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:41,997 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,013 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,028 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,041 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,055 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,069 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,084 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,097 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,112 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,127 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,144 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,159 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,174 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,191 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,207 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,221 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,236 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:42,252 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,266 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,280 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:42,294 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,310 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,324 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,331 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,344 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:42,357 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:42,369 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:42,380 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:42,394 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:42,408 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:42,423 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:42,434 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:42,447 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:42,461 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 03:39:42,471 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 03:39:42,486 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 03:39:42,499 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,514 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,529 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,544 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,559 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,570 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,583 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,597 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,612 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,627 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 03:39:42,642 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,655 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,665 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:42,676 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:42,689 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,700 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 03:39:42,715 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:42,728 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:42,745 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:42,762 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,777 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,791 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,807 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,822 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,837 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,852 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,866 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,881 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,896 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,911 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 03:39:42,924 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,937 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,952 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,964 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 03:39:42,980 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 03:39:42,993 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 03:39:43,007 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 03:39:43,022 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,040 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,055 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,068 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,083 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,097 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,113 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,128 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,142 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 03:39:43,155 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 03:39:43,170 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 03:39:43,185 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 03:39:43,200 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 03:39:43,215 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 03:39:43,231 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 03:39:43,246 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 03:39:43,261 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:43,276 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:43,289 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 03:39:43,304 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 03:39:43,314 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:43,327 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:43,342 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 03:39:43,354 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 03:39:43,368 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 03:39:43,383 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 03:39:43,398 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,413 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,428 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,443 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,457 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,469 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,485 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,497 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,511 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,526 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,539 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,554 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,567 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,582 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,597 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,612 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:43,627 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:43,642 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:43,655 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 03:39:43,668 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 03:39:43,683 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,696 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,709 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 03:39:43,725 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 03:39:43,740 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 03:39:43,755 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 03:39:43,770 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 03:39:43,783 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:43,798 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:43,814 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,829 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,842 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,855 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,870 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,884 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,900 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,914 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:43,929 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,944 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,958 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,973 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:43,989 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,003 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:44,018 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:44,033 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,046 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 03:39:44,061 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,076 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,092 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,105 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 03:39:44,120 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 03:39:44,135 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,152 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,166 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,181 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,196 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,211 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,226 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,241 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,256 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,269 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 03:39:44,284 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,299 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,312 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,327 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,340 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,349 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,364 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,379 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,393 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,408 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,423 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,436 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,450 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,465 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,480 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,495 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,511 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,526 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,543 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,557 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,570 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,585 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,600 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,615 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,627 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,640 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.619
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2023-07-25 03:39:44,670 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,685 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:44,727 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,741 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,754 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,770 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,787 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,802 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,817 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,830 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,845 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,859 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:44,874 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,889 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,902 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,917 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,930 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,943 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:44,970 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:44,985 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 03:39:45,000 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:45,054 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:45,128 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:45,141 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 03:39:45,156 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:45,199 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:45,336 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 03:39:45,620 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.907, mIoU: 0.621
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2023-07-25 03:39:45,709 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,724 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:45,738 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,752 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,767 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,780 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,795 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,811 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:45,826 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,838 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,853 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,864 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,878 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,894 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,908 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,920 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,935 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,951 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,966 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,977 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:45,993 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,008 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,019 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,035 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,050 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,065 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,079 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,092 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,107 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,122 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,137 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,151 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:46,167 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:46,180 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:46,192 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:46,207 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 03:39:46,221 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,236 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 03:39:46,250 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,266 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,278 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,293 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,306 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,321 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,335 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,347 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:46,360 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:46,375 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,389 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 03:39:46,404 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,417 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,430 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,445 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 03:39:46,459 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,472 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,485 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,500 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,514 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,529 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,543 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,558 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,573 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,586 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,600 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,615 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,629 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,644 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,660 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,675 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:46,690 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:46,705 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 03:39:46,719 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,734 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,748 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,763 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,778 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,794 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:46,809 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.620
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2023-07-25 03:39:46,839 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,852 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.619
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2023-07-25 03:39:46,907 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,922 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,937 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,951 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,965 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,980 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:46,994 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,010 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,023 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,036 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,050 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,063 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,077 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,092 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,107 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,120 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,134 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,150 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,162 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,176 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,192 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,207 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,222 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.620
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2023-07-25 03:39:47,249 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 03:39:47,264 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,278 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,291 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,306 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,321 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,336 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,349 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,363 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.618
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2023-07-25 03:39:47,451 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:47,466 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 03:39:47,481 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:47,493 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:47,508 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 03:39:47,524 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,539 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,554 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,569 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,583 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,599 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.906, mIoU: 0.619
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2023-07-25 03:39:47,623 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 03:39:47,636 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.906, mIoU: 0.619
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2023-07-25 03:39:47,763 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.906, mIoU: 0.619
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2023-07-25 03:39:47,838 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.618
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2023-07-25 03:39:48,251 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.617
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2023-07-25 03:39:48,280 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.618
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2023-07-25 03:39:48,340 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.617
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2023-07-25 03:39:48,371 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.616
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2023-07-25 03:39:48,477 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:48,491 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:48,505 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,520 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,535 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,548 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,561 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,576 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,590 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,605 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 03:39:48,620 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,634 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,650 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,665 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,678 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,694 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,707 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,722 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,738 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,753 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,767 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,780 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,796 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,810 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,827 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,843 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,858 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,874 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,889 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,902 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,917 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,930 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,945 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:48,960 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,975 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:48,990 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,005 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,019 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,029 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,044 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,057 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,071 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,086 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,101 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,116 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,127 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,136 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,153 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,168 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.614
2023-07-25 03:39:49,183 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,196 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,210 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,225 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,238 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,252 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,267 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,282 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,297 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 03:39:49,310 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,325 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,339 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,354 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,367 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,382 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,397 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,412 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,428 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,441 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,455 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 03:39:49,469 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:39:49,486 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 03:40:06,379 semantic_segmentation INFO: Iters: 36010/150000 || Lr: 0.015622 || Task Loss: 0.5355 || KD Loss: 0.1238|| 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: 16:53:50 || Estimated Time: 2 days, 5:29:18
2023-07-25 03:40:23,141 semantic_segmentation INFO: Iters: 36020/150000 || Lr: 0.015621 || Task Loss: 0.4268 || KD Loss: 0.0912|| 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: 16:54:07 || Estimated Time: 2 days, 5:29:01
2023-07-25 03:40:40,110 semantic_segmentation INFO: Iters: 36030/150000 || Lr: 0.015619 || Task Loss: 0.7777 || KD Loss: 0.2274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:24 || Estimated Time: 2 days, 5:28:44
2023-07-25 03:40:57,000 semantic_segmentation INFO: Iters: 36040/150000 || Lr: 0.015618 || Task Loss: 0.5143 || KD Loss: 0.0897|| 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: 16:54:41 || Estimated Time: 2 days, 5:28:28
2023-07-25 03:41:13,915 semantic_segmentation INFO: Iters: 36050/150000 || Lr: 0.015617 || Task Loss: 0.6288 || KD Loss: 0.1572|| 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: 16:54:58 || Estimated Time: 2 days, 5:28:11
2023-07-25 03:41:30,851 semantic_segmentation INFO: Iters: 36060/150000 || Lr: 0.015616 || Task Loss: 0.5378 || KD Loss: 0.1251|| 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: 16:55:15 || Estimated Time: 2 days, 5:27:54
2023-07-25 03:41:47,771 semantic_segmentation INFO: Iters: 36070/150000 || Lr: 0.015614 || Task Loss: 0.5492 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:32 || Estimated Time: 2 days, 5:27:37
2023-07-25 03:42:04,726 semantic_segmentation INFO: Iters: 36080/150000 || Lr: 0.015613 || Task Loss: 0.3957 || KD Loss: 0.0625|| 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: 16:55:49 || Estimated Time: 2 days, 5:27:21
2023-07-25 03:42:21,766 semantic_segmentation INFO: Iters: 36090/150000 || Lr: 0.015612 || Task Loss: 0.3835 || KD Loss: 0.0811|| 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: 16:56:06 || Estimated Time: 2 days, 5:27:04
2023-07-25 03:42:38,627 semantic_segmentation INFO: Iters: 36100/150000 || Lr: 0.015611 || Task Loss: 0.4341 || KD Loss: 0.0938|| 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: 16:56:23 || Estimated Time: 2 days, 5:26:47
2023-07-25 03:42:55,548 semantic_segmentation INFO: Iters: 36110/150000 || Lr: 0.015609 || Task Loss: 0.4884 || KD Loss: 0.1321|| 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: 16:56:40 || Estimated Time: 2 days, 5:26:30
2023-07-25 03:43:12,471 semantic_segmentation INFO: Iters: 36120/150000 || Lr: 0.015608 || Task Loss: 0.7189 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 5:26:14
2023-07-25 03:43:29,650 semantic_segmentation INFO: Iters: 36130/150000 || Lr: 0.015607 || Task Loss: 0.5344 || KD Loss: 0.1273|| 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: 16:57:14 || Estimated Time: 2 days, 5:25:58
2023-07-25 03:43:46,527 semantic_segmentation INFO: Iters: 36140/150000 || Lr: 0.015606 || Task Loss: 0.5397 || KD Loss: 0.1386|| 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: 16:57:31 || Estimated Time: 2 days, 5:25:41
2023-07-25 03:44:03,431 semantic_segmentation INFO: Iters: 36150/150000 || Lr: 0.015605 || Task Loss: 0.5275 || KD Loss: 0.1102|| 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: 16:57:47 || Estimated Time: 2 days, 5:25:24
2023-07-25 03:44:20,315 semantic_segmentation INFO: Iters: 36160/150000 || Lr: 0.015603 || Task Loss: 0.4070 || KD Loss: 0.0792|| 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: 16:58:04 || Estimated Time: 2 days, 5:25:07
2023-07-25 03:44:37,611 semantic_segmentation INFO: Iters: 36170/150000 || Lr: 0.015602 || Task Loss: 0.5048 || KD Loss: 0.1302|| 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: 16:58:22 || Estimated Time: 2 days, 5:24:51
2023-07-25 03:44:54,534 semantic_segmentation INFO: Iters: 36180/150000 || Lr: 0.015601 || Task Loss: 0.4363 || KD Loss: 0.1187|| 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: 16:58:39 || Estimated Time: 2 days, 5:24:34
2023-07-25 03:45:11,896 semantic_segmentation INFO: Iters: 36190/150000 || Lr: 0.015600 || Task Loss: 0.6758 || KD Loss: 0.2506|| 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: 16:58:56 || Estimated Time: 2 days, 5:24:19
2023-07-25 03:45:28,718 semantic_segmentation INFO: Iters: 36200/150000 || Lr: 0.015598 || Task Loss: 0.4999 || KD Loss: 0.1339|| 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: 16:59:13 || Estimated Time: 2 days, 5:24:02
2023-07-25 03:45:45,541 semantic_segmentation INFO: Iters: 36210/150000 || Lr: 0.015597 || Task Loss: 0.7655 || KD Loss: 0.1768|| 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: 16:59:30 || Estimated Time: 2 days, 5:23:45
2023-07-25 03:46:03,313 semantic_segmentation INFO: Iters: 36220/150000 || Lr: 0.015596 || Task Loss: 0.5537 || KD Loss: 0.1581|| 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: 16:59:47 || Estimated Time: 2 days, 5:23:31
2023-07-25 03:46:20,638 semantic_segmentation INFO: Iters: 36230/150000 || Lr: 0.015595 || Task Loss: 0.4545 || KD Loss: 0.1038|| 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: 17:00:05 || Estimated Time: 2 days, 5:23:15
2023-07-25 03:46:37,774 semantic_segmentation INFO: Iters: 36240/150000 || Lr: 0.015593 || Task Loss: 0.6288 || KD Loss: 0.2092|| 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: 17:00:22 || Estimated Time: 2 days, 5:22:59
2023-07-25 03:46:54,555 semantic_segmentation INFO: Iters: 36250/150000 || Lr: 0.015592 || Task Loss: 0.3831 || KD Loss: 0.0866|| 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: 17:00:39 || Estimated Time: 2 days, 5:22:42
2023-07-25 03:47:11,551 semantic_segmentation INFO: Iters: 36260/150000 || Lr: 0.015591 || Task Loss: 0.5224 || KD Loss: 0.1304|| 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: 17:00:56 || Estimated Time: 2 days, 5:22:25
2023-07-25 03:47:28,375 semantic_segmentation INFO: Iters: 36270/150000 || Lr: 0.015590 || Task Loss: 0.4894 || KD Loss: 0.1416|| 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: 17:01:12 || Estimated Time: 2 days, 5:22:08
2023-07-25 03:47:45,372 semantic_segmentation INFO: Iters: 36280/150000 || Lr: 0.015589 || Task Loss: 0.6167 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:29 || Estimated Time: 2 days, 5:21:52
2023-07-25 03:48:02,309 semantic_segmentation INFO: Iters: 36290/150000 || Lr: 0.015587 || Task Loss: 0.6134 || KD Loss: 0.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:46 || Estimated Time: 2 days, 5:21:35
2023-07-25 03:48:19,150 semantic_segmentation INFO: Iters: 36300/150000 || Lr: 0.015586 || Task Loss: 0.5477 || KD Loss: 0.1643|| 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: 17:02:03 || Estimated Time: 2 days, 5:21:18
2023-07-25 03:48:36,115 semantic_segmentation INFO: Iters: 36310/150000 || Lr: 0.015585 || Task Loss: 0.3935 || KD Loss: 0.0632|| 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: 17:02:20 || Estimated Time: 2 days, 5:21:01
2023-07-25 03:48:53,540 semantic_segmentation INFO: Iters: 36320/150000 || Lr: 0.015584 || Task Loss: 0.4847 || KD Loss: 0.1228|| 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: 17:02:38 || Estimated Time: 2 days, 5:20:46
2023-07-25 03:49:10,402 semantic_segmentation INFO: Iters: 36330/150000 || Lr: 0.015582 || Task Loss: 0.6033 || KD Loss: 0.1673|| 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: 17:02:54 || Estimated Time: 2 days, 5:20:29
2023-07-25 03:49:27,729 semantic_segmentation INFO: Iters: 36340/150000 || Lr: 0.015581 || Task Loss: 0.7716 || KD Loss: 0.1903|| 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: 17:03:12 || Estimated Time: 2 days, 5:20:13
2023-07-25 03:49:44,594 semantic_segmentation INFO: Iters: 36350/150000 || Lr: 0.015580 || Task Loss: 0.4358 || KD Loss: 0.0851|| 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: 17:03:29 || Estimated Time: 2 days, 5:19:56
2023-07-25 03:50:01,791 semantic_segmentation INFO: Iters: 36360/150000 || Lr: 0.015579 || Task Loss: 0.5498 || KD Loss: 0.2067|| 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: 17:03:46 || Estimated Time: 2 days, 5:19:40
2023-07-25 03:50:18,679 semantic_segmentation INFO: Iters: 36370/150000 || Lr: 0.015577 || Task Loss: 0.6752 || KD Loss: 0.1455|| 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: 17:04:03 || Estimated Time: 2 days, 5:19:23
2023-07-25 03:50:38,135 semantic_segmentation INFO: Iters: 36380/150000 || Lr: 0.015576 || Task Loss: 0.6571 || KD Loss: 0.2520|| 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: 17:04:22 || Estimated Time: 2 days, 5:19:14
2023-07-25 03:50:56,118 semantic_segmentation INFO: Iters: 36390/150000 || Lr: 0.015575 || Task Loss: 0.4679 || KD Loss: 0.0919|| 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: 17:04:40 || Estimated Time: 2 days, 5:19:01
2023-07-25 03:51:13,103 semantic_segmentation INFO: Iters: 36400/150000 || Lr: 0.015574 || Task Loss: 0.4259 || KD Loss: 0.1294|| 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: 17:04:57 || Estimated Time: 2 days, 5:18:44
2023-07-25 03:51:30,028 semantic_segmentation INFO: Iters: 36410/150000 || Lr: 0.015572 || Task Loss: 0.5644 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:05:14 || Estimated Time: 2 days, 5:18:28
2023-07-25 03:51:47,330 semantic_segmentation INFO: Iters: 36420/150000 || Lr: 0.015571 || Task Loss: 0.5228 || KD Loss: 0.1120|| 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: 17:05:31 || Estimated Time: 2 days, 5:18:12
2023-07-25 03:52:04,197 semantic_segmentation INFO: Iters: 36430/150000 || Lr: 0.015570 || Task Loss: 0.4245 || KD Loss: 0.0834|| 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: 17:05:48 || Estimated Time: 2 days, 5:17:55
2023-07-25 03:52:21,118 semantic_segmentation INFO: Iters: 36440/150000 || Lr: 0.015569 || Task Loss: 0.5958 || KD Loss: 0.1547|| 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: 17:06:05 || Estimated Time: 2 days, 5:17:38
2023-07-25 03:52:38,001 semantic_segmentation INFO: Iters: 36450/150000 || Lr: 0.015568 || Task Loss: 0.5563 || KD Loss: 0.2205|| 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: 17:06:22 || Estimated Time: 2 days, 5:17:21
2023-07-25 03:52:54,948 semantic_segmentation INFO: Iters: 36460/150000 || Lr: 0.015566 || Task Loss: 0.3623 || KD Loss: 0.0915|| 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: 17:06:39 || Estimated Time: 2 days, 5:17:04
2023-07-25 03:53:11,806 semantic_segmentation INFO: Iters: 36470/150000 || Lr: 0.015565 || Task Loss: 0.3769 || KD Loss: 0.1071|| 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: 17:06:56 || Estimated Time: 2 days, 5:16:48
2023-07-25 03:53:29,402 semantic_segmentation INFO: Iters: 36480/150000 || Lr: 0.015564 || Task Loss: 0.4906 || KD Loss: 0.1327|| 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: 17:07:13 || Estimated Time: 2 days, 5:16:33
2023-07-25 03:53:46,188 semantic_segmentation INFO: Iters: 36490/150000 || Lr: 0.015563 || Task Loss: 0.5875 || KD Loss: 0.2345|| 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: 17:07:30 || Estimated Time: 2 days, 5:16:16
2023-07-25 03:54:03,091 semantic_segmentation INFO: Iters: 36500/150000 || Lr: 0.015561 || Task Loss: 0.5564 || KD Loss: 0.1492|| 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: 17:07:47 || Estimated Time: 2 days, 5:15:59
2023-07-25 03:54:19,987 semantic_segmentation INFO: Iters: 36510/150000 || Lr: 0.015560 || Task Loss: 0.3877 || KD Loss: 0.0795|| 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: 17:08:04 || Estimated Time: 2 days, 5:15:42
2023-07-25 03:54:36,949 semantic_segmentation INFO: Iters: 36520/150000 || Lr: 0.015559 || Task Loss: 0.5196 || KD Loss: 0.1467|| 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: 17:08:21 || Estimated Time: 2 days, 5:15:25
2023-07-25 03:54:53,785 semantic_segmentation INFO: Iters: 36530/150000 || Lr: 0.015558 || Task Loss: 0.7714 || KD Loss: 0.1592|| 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: 17:08:38 || Estimated Time: 2 days, 5:15:08
2023-07-25 03:55:10,698 semantic_segmentation INFO: Iters: 36540/150000 || Lr: 0.015556 || Task Loss: 0.5012 || KD Loss: 0.1433|| 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: 17:08:55 || Estimated Time: 2 days, 5:14:51
2023-07-25 03:55:27,590 semantic_segmentation INFO: Iters: 36550/150000 || Lr: 0.015555 || Task Loss: 0.8644 || KD Loss: 0.2822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:09:12 || Estimated Time: 2 days, 5:14:34
2023-07-25 03:55:44,438 semantic_segmentation INFO: Iters: 36560/150000 || Lr: 0.015554 || Task Loss: 0.6162 || KD Loss: 0.1934|| 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: 17:09:28 || Estimated Time: 2 days, 5:14:17
2023-07-25 03:56:01,366 semantic_segmentation INFO: Iters: 36570/150000 || Lr: 0.015553 || Task Loss: 0.7148 || KD Loss: 0.1998|| 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: 17:09:45 || Estimated Time: 2 days, 5:14:00
2023-07-25 03:56:18,476 semantic_segmentation INFO: Iters: 36580/150000 || Lr: 0.015551 || Task Loss: 0.6449 || KD Loss: 0.2223|| 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: 17:10:02 || Estimated Time: 2 days, 5:13:44
2023-07-25 03:56:35,354 semantic_segmentation INFO: Iters: 36590/150000 || Lr: 0.015550 || Task Loss: 0.4374 || KD Loss: 0.1244|| 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: 17:10:19 || Estimated Time: 2 days, 5:13:27
2023-07-25 03:56:52,259 semantic_segmentation INFO: Iters: 36600/150000 || Lr: 0.015549 || Task Loss: 0.4280 || KD Loss: 0.0792|| 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: 17:10:36 || Estimated Time: 2 days, 5:13:10
2023-07-25 03:57:09,119 semantic_segmentation INFO: Iters: 36610/150000 || Lr: 0.015548 || Task Loss: 0.6837 || KD Loss: 0.1843|| 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: 17:10:53 || Estimated Time: 2 days, 5:12:53
2023-07-25 03:57:26,016 semantic_segmentation INFO: Iters: 36620/150000 || Lr: 0.015547 || Task Loss: 0.4439 || KD Loss: 0.1386|| 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: 17:11:10 || Estimated Time: 2 days, 5:12:36
2023-07-25 03:57:42,935 semantic_segmentation INFO: Iters: 36630/150000 || Lr: 0.015545 || Task Loss: 0.3130 || KD Loss: 0.0865|| 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: 17:11:27 || Estimated Time: 2 days, 5:12:20
2023-07-25 03:57:59,818 semantic_segmentation INFO: Iters: 36640/150000 || Lr: 0.015544 || Task Loss: 0.5135 || KD Loss: 0.1575|| 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: 17:11:44 || Estimated Time: 2 days, 5:12:03
2023-07-25 03:58:16,725 semantic_segmentation INFO: Iters: 36650/150000 || Lr: 0.015543 || Task Loss: 0.7361 || KD Loss: 0.2176|| 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: 17:12:01 || Estimated Time: 2 days, 5:11:46
2023-07-25 03:58:34,142 semantic_segmentation INFO: Iters: 36660/150000 || Lr: 0.015542 || Task Loss: 0.6356 || KD Loss: 0.1683|| 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: 17:12:18 || Estimated Time: 2 days, 5:11:30
2023-07-25 03:58:50,933 semantic_segmentation INFO: Iters: 36670/150000 || Lr: 0.015540 || Task Loss: 0.4652 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:35 || Estimated Time: 2 days, 5:11:13
2023-07-25 03:59:07,874 semantic_segmentation INFO: Iters: 36680/150000 || Lr: 0.015539 || Task Loss: 0.5821 || KD Loss: 0.1756|| 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: 17:12:52 || Estimated Time: 2 days, 5:10:57
2023-07-25 03:59:25,143 semantic_segmentation INFO: Iters: 36690/150000 || Lr: 0.015538 || Task Loss: 0.3214 || KD Loss: 0.0795|| 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: 17:13:09 || Estimated Time: 2 days, 5:10:41
2023-07-25 03:59:41,945 semantic_segmentation INFO: Iters: 36700/150000 || Lr: 0.015537 || Task Loss: 0.3959 || KD Loss: 0.1043|| 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: 17:13:26 || Estimated Time: 2 days, 5:10:24
2023-07-25 03:59:59,136 semantic_segmentation INFO: Iters: 36710/150000 || Lr: 0.015535 || Task Loss: 1.3463 || KD Loss: 0.5977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2751|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:43 || Estimated Time: 2 days, 5:10:08
2023-07-25 04:00:15,950 semantic_segmentation INFO: Iters: 36720/150000 || Lr: 0.015534 || Task Loss: 0.4304 || KD Loss: 0.1195|| 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: 17:14:00 || Estimated Time: 2 days, 5:09:51
2023-07-25 04:00:32,810 semantic_segmentation INFO: Iters: 36730/150000 || Lr: 0.015533 || Task Loss: 0.6509 || KD Loss: 0.1400|| 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: 17:14:17 || Estimated Time: 2 days, 5:09:34
2023-07-25 04:00:49,709 semantic_segmentation INFO: Iters: 36740/150000 || Lr: 0.015532 || Task Loss: 0.3591 || KD Loss: 0.0752|| 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: 17:14:34 || Estimated Time: 2 days, 5:09:17
2023-07-25 04:01:06,710 semantic_segmentation INFO: Iters: 36750/150000 || Lr: 0.015531 || Task Loss: 0.8466 || KD Loss: 0.3167|| 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: 17:14:51 || Estimated Time: 2 days, 5:09:00
2023-07-25 04:01:23,502 semantic_segmentation INFO: Iters: 36760/150000 || Lr: 0.015529 || Task Loss: 0.5745 || KD Loss: 0.2061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:15:07 || Estimated Time: 2 days, 5:08:43
2023-07-25 04:01:40,402 semantic_segmentation INFO: Iters: 36770/150000 || Lr: 0.015528 || Task Loss: 0.5249 || KD Loss: 0.1044|| 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: 17:15:24 || Estimated Time: 2 days, 5:08:26
2023-07-25 04:01:57,446 semantic_segmentation INFO: Iters: 36780/150000 || Lr: 0.015527 || Task Loss: 0.4347 || KD Loss: 0.1157|| 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: 17:15:41 || Estimated Time: 2 days, 5:08:10
2023-07-25 04:02:14,388 semantic_segmentation INFO: Iters: 36790/150000 || Lr: 0.015526 || Task Loss: 0.5674 || KD Loss: 0.1124|| 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: 17:15:58 || Estimated Time: 2 days, 5:07:53
2023-07-25 04:02:31,323 semantic_segmentation INFO: Iters: 36800/150000 || Lr: 0.015524 || Task Loss: 0.5779 || KD Loss: 0.1594|| 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: 17:16:15 || Estimated Time: 2 days, 5:07:36
2023-07-25 04:02:31,438 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 04:02:31,895 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.087
2023-07-25 04:02:31,928 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.126
2023-07-25 04:02:31,940 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.148
2023-07-25 04:02:31,953 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.150
2023-07-25 04:02:31,966 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.929, mIoU: 0.208
2023-07-25 04:02:31,978 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.907, mIoU: 0.236
2023-07-25 04:02:31,992 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.914, mIoU: 0.274
2023-07-25 04:02:32,006 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.285
2023-07-25 04:02:32,019 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.325
2023-07-25 04:02:32,033 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.931, mIoU: 0.359
2023-07-25 04:02:32,047 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.929, mIoU: 0.410
2023-07-25 04:02:32,062 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.456
2023-07-25 04:02:32,074 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.907, mIoU: 0.427
2023-07-25 04:02:32,088 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.416
2023-07-25 04:02:32,102 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.910, mIoU: 0.419
2023-07-25 04:02:32,114 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.910, mIoU: 0.415
2023-07-25 04:02:32,125 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.901, mIoU: 0.403
2023-07-25 04:02:32,137 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.896, mIoU: 0.400
2023-07-25 04:02:32,151 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.897, mIoU: 0.391
2023-07-25 04:02:32,167 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.899, mIoU: 0.431
2023-07-25 04:02:32,181 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.904, mIoU: 0.440
2023-07-25 04:02:32,196 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.904, mIoU: 0.449
2023-07-25 04:02:32,211 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.486
2023-07-25 04:02:32,227 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.486
2023-07-25 04:02:32,242 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.484
2023-07-25 04:02:32,257 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.905, mIoU: 0.474
2023-07-25 04:02:32,271 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.480
2023-07-25 04:02:32,283 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-25 04:02:32,298 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.903, mIoU: 0.467
2023-07-25 04:02:32,313 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.467
2023-07-25 04:02:32,326 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.909, mIoU: 0.470
2023-07-25 04:02:32,342 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.470
2023-07-25 04:02:32,357 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.474
2023-07-25 04:02:32,372 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.473
2023-07-25 04:02:32,388 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.502
2023-07-25 04:02:32,404 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.493
2023-07-25 04:02:32,418 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.914, mIoU: 0.492
2023-07-25 04:02:32,431 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.916, mIoU: 0.538
2023-07-25 04:02:32,448 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.546
2023-07-25 04:02:32,462 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-25 04:02:32,475 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.917, mIoU: 0.570
2023-07-25 04:02:32,491 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.570
2023-07-25 04:02:32,506 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.566
2023-07-25 04:02:32,519 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-25 04:02:32,535 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.567
2023-07-25 04:02:32,550 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.571
2023-07-25 04:02:32,564 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-25 04:02:32,577 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-25 04:02:32,591 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.578
2023-07-25 04:02:32,607 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-25 04:02:32,623 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.919, mIoU: 0.572
2023-07-25 04:02:32,638 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-25 04:02:32,651 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-25 04:02:32,667 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-25 04:02:32,682 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-25 04:02:32,695 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.570
2023-07-25 04:02:32,710 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.565
2023-07-25 04:02:32,727 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-25 04:02:32,740 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-25 04:02:32,755 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.596
2023-07-25 04:02:32,768 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.602
2023-07-25 04:02:32,783 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.915, mIoU: 0.598
2023-07-25 04:02:32,796 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.597
2023-07-25 04:02:32,815 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.600
2023-07-25 04:02:32,828 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.597
2023-07-25 04:02:32,844 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-25 04:02:32,859 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.597
2023-07-25 04:02:32,873 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 04:02:32,889 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.643
2023-07-25 04:02:32,905 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 04:02:32,922 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 04:02:32,936 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 04:02:32,951 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 04:02:32,967 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 04:02:32,982 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 04:02:32,997 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 04:02:33,012 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 04:02:33,021 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:02:33,037 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 04:02:33,053 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 04:02:33,066 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 04:02:33,081 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 04:02:33,096 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 04:02:33,111 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 04:02:33,127 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 04:02:33,142 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 04:02:33,157 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 04:02:33,171 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 04:02:33,186 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 04:02:33,200 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 04:02:33,216 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 04:02:33,232 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 04:02:33,247 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 04:02:33,263 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:02:33,278 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:02:33,294 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:02:33,307 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:02:33,321 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:02:33,337 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 04:02:33,351 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:02:33,367 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:02:33,381 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 04:02:33,395 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 04:02:33,410 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:02:33,425 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 04:02:33,438 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 04:02:33,453 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:02:33,468 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:02:33,481 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:02:33,494 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 04:02:33,507 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:02:33,520 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:02:33,535 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 04:02:33,550 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 04:02:33,565 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 04:02:33,578 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 04:02:33,591 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 04:02:33,606 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 04:02:33,620 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 04:02:33,634 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 04:02:33,649 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 04:02:33,663 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 04:02:33,677 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 04:02:33,693 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 04:02:33,708 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 04:02:33,717 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 04:02:33,729 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 04:02:33,745 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 04:02:33,754 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 04:02:33,767 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 04:02:33,783 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 04:02:33,798 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 04:02:33,811 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 04:02:33,827 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 04:02:33,840 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 04:02:33,852 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 04:02:33,867 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 04:02:33,881 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 04:02:33,896 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 04:02:33,909 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 04:02:33,925 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 04:02:33,941 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 04:02:33,956 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 04:02:33,971 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 04:02:33,986 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 04:02:34,001 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-25 04:02:37,132 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.896, mIoU: 0.595
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2023-07-25 04:02:37,201 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-25 04:02:37,216 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-25 04:02:37,229 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.897, mIoU: 0.595
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2023-07-25 04:02:37,258 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.898, mIoU: 0.597
2023-07-25 04:02:37,273 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.898, mIoU: 0.597
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2023-07-25 04:02:37,301 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.898, mIoU: 0.599
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2023-07-25 04:02:37,331 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.898, mIoU: 0.600
2023-07-25 04:02:37,346 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.899, mIoU: 0.600
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2023-07-25 04:02:37,376 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.898, mIoU: 0.597
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2023-07-25 04:02:37,464 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.900, mIoU: 0.597
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2023-07-25 04:02:37,564 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.899, mIoU: 0.600
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2023-07-25 04:02:37,867 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.901, mIoU: 0.597
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2023-07-25 04:02:38,373 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.900, mIoU: 0.603
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2023-07-25 04:02:38,721 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.901, mIoU: 0.607
2023-07-25 04:02:38,736 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.901, mIoU: 0.609
2023-07-25 04:02:38,751 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 04:02:38,764 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 04:02:38,779 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 04:02:38,791 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 04:02:38,806 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 04:02:38,821 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 04:02:38,836 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.902, mIoU: 0.611
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2023-07-25 04:02:38,865 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.902, mIoU: 0.613
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2023-07-25 04:02:38,889 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.903, mIoU: 0.613
2023-07-25 04:02:38,904 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.903, mIoU: 0.614
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2023-07-25 04:02:38,945 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.903, mIoU: 0.615
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2023-07-25 04:02:38,974 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.903, mIoU: 0.615
2023-07-25 04:02:38,990 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.903, mIoU: 0.616
2023-07-25 04:02:39,006 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 04:02:39,016 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.904, mIoU: 0.617
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2023-07-25 04:02:39,074 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.904, mIoU: 0.618
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2023-07-25 04:02:39,102 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 04:02:39,118 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 04:02:39,131 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 04:02:39,146 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.905, mIoU: 0.620
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2023-07-25 04:02:39,193 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.904, mIoU: 0.618
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2023-07-25 04:02:39,235 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.904, mIoU: 0.616
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2023-07-25 04:02:39,496 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 04:02:39,512 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.903, mIoU: 0.622
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2023-07-25 04:02:39,536 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.903, mIoU: 0.623
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2023-07-25 04:02:39,718 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,733 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,748 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 04:02:39,762 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 04:02:39,775 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-25 04:02:39,788 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,803 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,817 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,832 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 04:02:39,845 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 04:02:39,860 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 04:02:39,876 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 04:02:39,893 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 04:02:39,906 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 04:02:39,921 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:39,936 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:39,949 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:39,964 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:39,979 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:39,994 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:40,009 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:40,023 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 04:02:40,039 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,054 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,070 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,081 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,096 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,111 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,123 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.629
2023-07-25 04:02:40,138 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,151 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,165 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,180 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.904, mIoU: 0.629
2023-07-25 04:02:40,195 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 04:02:40,208 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 04:02:40,221 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 04:02:40,234 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 04:02:40,249 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 04:02:40,264 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,279 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,294 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,309 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 04:02:40,322 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,337 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,352 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,366 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,381 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,397 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,412 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 04:02:40,427 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,442 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,454 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,468 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,483 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,498 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,512 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 04:02:40,527 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,540 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,555 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,570 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,585 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,598 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 04:02:40,613 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 04:02:40,627 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 04:02:40,643 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 04:02:40,658 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 04:02:40,673 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 04:02:40,688 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 04:02:40,703 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 04:02:40,717 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 04:02:40,732 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 04:02:40,745 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 04:02:40,759 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 04:02:40,775 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 04:02:40,790 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 04:02:40,803 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:40,819 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:40,832 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:40,848 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:40,863 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 04:02:40,879 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 04:02:40,895 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 04:02:40,910 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:40,925 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:40,940 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:40,954 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:40,969 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:40,984 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,003 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,019 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,036 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,047 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,060 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,075 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,088 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:41,102 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:41,115 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,128 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,143 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,159 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 04:02:41,174 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,190 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,203 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,218 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,231 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,246 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,262 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,278 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,293 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,309 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,324 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,338 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,353 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-25 04:02:41,370 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,385 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,398 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,412 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,427 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,442 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,454 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,469 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 04:02:41,484 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,498 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,511 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,523 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 04:02:41,531 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,545 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,560 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:41,574 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:41,590 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:41,604 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:41,619 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,634 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:02:41,649 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,661 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,676 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,690 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,704 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,719 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,731 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:02:41,744 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:02:41,756 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:02:41,770 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:02:41,783 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,796 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,809 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,823 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:41,839 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,851 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,864 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,877 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,890 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 04:02:41,905 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 04:02:41,920 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 04:02:41,935 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 04:02:41,950 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,965 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,979 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:41,992 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:42,008 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:42,024 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,042 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,059 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,074 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 04:02:42,090 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 04:02:42,103 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 04:02:42,116 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 04:02:42,130 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,145 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,162 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,176 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,189 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 04:02:42,204 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,219 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,234 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,249 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,264 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,276 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:42,291 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:42,304 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,318 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,332 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,346 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,362 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:42,375 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:42,390 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:42,406 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:42,419 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:42,432 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:42,448 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:42,464 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:42,480 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:42,495 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:42,508 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,521 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,535 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,549 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,564 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:42,581 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,594 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,610 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,623 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,638 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,653 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,666 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:42,679 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,694 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,710 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,723 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,738 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,753 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,767 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,780 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,795 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,810 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,827 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,840 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,854 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,867 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,882 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,896 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,909 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,924 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,939 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,952 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,968 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:42,983 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:42,998 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:43,014 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:43,028 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:43,043 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,059 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,073 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,086 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,099 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,115 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,128 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,141 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,156 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,171 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,186 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,202 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,216 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,229 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,244 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,259 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,274 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,289 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,302 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,316 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,328 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,343 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,359 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,373 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,387 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,398 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,411 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,426 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,441 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,454 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,469 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,483 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:02:43,498 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,512 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,527 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,540 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,555 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,570 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,583 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,599 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:43,614 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,629 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,644 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,659 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,673 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,688 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,702 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,717 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:43,732 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,744 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,758 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,771 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,786 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 04:02:43,800 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,816 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,830 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,842 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,856 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,873 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,888 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,901 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,917 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,932 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,946 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,960 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:43,976 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:43,991 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:44,004 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-25 04:02:44,016 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.910, mIoU: 0.647
2023-07-25 04:02:44,033 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,049 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,065 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,079 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,094 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,109 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,124 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,139 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,152 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,167 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,180 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,195 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,209 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 04:02:44,222 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:44,237 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,250 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,265 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,280 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,295 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 04:02:44,310 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,325 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,339 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,353 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,369 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,383 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,399 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,414 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,424 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,438 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,451 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,466 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,481 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,497 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,510 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,526 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,541 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,555 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,571 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,587 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,600 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,615 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,630 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,645 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,659 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,674 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:02:44,689 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,704 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,717 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,732 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,747 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,759 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:44,773 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,788 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,800 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,814 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,827 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,841 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,856 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,870 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,885 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,900 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,915 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,927 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:44,940 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 04:02:44,955 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:44,968 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:44,981 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:44,996 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,010 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,025 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,041 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,054 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,067 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,085 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,100 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,113 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,128 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,141 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,157 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,171 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,187 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,202 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,217 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,226 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,242 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,257 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,270 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,284 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,299 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,314 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,327 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,342 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:02:45,357 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:45,372 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:45,388 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:45,402 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,419 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,434 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,447 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,462 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,477 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,492 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,504 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 04:02:45,519 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,534 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,549 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,557 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,570 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,583 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,595 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 04:02:45,606 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:45,621 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:45,635 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:45,650 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:45,662 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,675 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,690 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:45,701 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:45,716 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:45,729 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,743 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,758 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,773 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,788 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,799 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,812 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,827 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,841 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,856 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 04:02:45,870 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,883 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,893 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,905 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,918 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,930 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,945 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 04:02:45,958 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:45,973 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:45,989 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:46,004 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:46,018 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,034 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 04:02:46,049 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,064 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,081 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,096 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,111 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,126 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,141 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,154 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:46,168 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:46,183 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,195 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,211 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,224 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,238 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,253 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:02:46,271 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,286 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,299 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,314 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,329 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,344 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,359 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:02:46,372 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:02:46,385 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,400 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,415 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,430 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,444 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,460 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,475 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:02:46,489 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,504 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,517 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,532 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,542 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,556 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,571 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,583 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,598 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,612 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,627 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,643 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,659 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,674 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,688 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,701 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,716 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,729 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,743 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,758 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,771 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,786 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,799 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,813 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,828 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,843 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,858 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,872 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,885 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:02:46,897 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,912 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:46,925 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,939 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,955 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,970 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,986 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:46,999 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,012 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,028 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,044 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,060 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,074 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,088 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,105 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,120 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,135 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,150 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,165 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 04:02:47,179 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,192 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,207 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,221 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,235 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,249 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,263 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,275 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,289 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 04:02:47,303 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 04:02:47,318 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 04:02:47,330 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 04:02:47,344 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 04:02:47,360 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,376 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,389 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,404 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,419 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,434 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,449 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,464 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,479 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,492 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.640
2023-07-25 04:02:47,508 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,524 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,537 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,551 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 04:02:47,564 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,573 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,588 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,603 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,615 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,631 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,645 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,659 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,672 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,686 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,701 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,715 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,732 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,746 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,764 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,778 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.642
2023-07-25 04:02:47,792 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 04:02:47,807 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.908, mIoU: 0.643
2023-07-25 04:02:47,822 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:47,837 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,850 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:47,863 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:47,878 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,893 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,908 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,923 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,936 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,952 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,966 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:47,979 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:47,994 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,009 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,024 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,039 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,052 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,067 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,081 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,096 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,113 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,126 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,141 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,154 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,167 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,179 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,194 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,209 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,223 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,238 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,248 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.908, mIoU: 0.644
2023-07-25 04:02:48,260 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,276 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,291 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,303 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,318 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,333 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,348 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,361 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,375 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,391 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,404 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,419 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,432 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,445 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,460 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,476 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,491 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,506 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,519 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,534 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,549 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.908, mIoU: 0.645
2023-07-25 04:02:48,562 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:48,577 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:48,592 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,606 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,621 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,634 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,647 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:48,662 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,677 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,691 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,704 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,719 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,736 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,749 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,759 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,774 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,790 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,805 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:48,820 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,833 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:48,848 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,862 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.907, mIoU: 0.643
2023-07-25 04:02:48,875 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,890 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,905 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,920 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,935 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,951 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,965 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,979 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:48,994 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,007 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,021 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,037 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,052 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,065 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,080 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,092 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,106 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,122 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,139 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,152 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,168 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,185 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,200 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,211 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,226 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,242 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,253 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,268 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,284 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,299 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,312 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.907, mIoU: 0.645
2023-07-25 04:02:49,325 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,340 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.907, mIoU: 0.644
2023-07-25 04:02:49,354 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,369 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,382 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,397 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,410 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,423 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,437 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.906, mIoU: 0.644
2023-07-25 04:02:49,452 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,467 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,482 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,497 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,510 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,525 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,539 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,554 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,568 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,581 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,594 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,610 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,625 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,641 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,654 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,668 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,684 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,699 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,712 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,726 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,741 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,756 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,771 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,786 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,801 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,816 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,829 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,843 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,858 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,871 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,886 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,900 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,915 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:49,930 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.906, mIoU: 0.643
2023-07-25 04:02:49,944 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:49,959 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:49,973 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:49,987 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,002 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,017 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,033 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,048 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,064 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,079 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,093 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,106 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,122 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,140 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,154 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,170 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,186 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,201 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,216 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,230 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,245 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,259 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,272 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,284 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,297 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,310 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:50,322 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,336 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,351 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,363 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,376 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,390 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,402 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,415 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,430 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,446 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.906, mIoU: 0.642
2023-07-25 04:02:50,461 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,476 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,489 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,504 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,518 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,531 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,547 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,562 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,578 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,591 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,606 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,622 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,636 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,651 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,665 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,680 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,696 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,711 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,726 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,739 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,754 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,769 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,784 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,799 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.906, mIoU: 0.641
2023-07-25 04:02:50,814 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,828 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,843 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,854 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,868 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,880 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,893 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:50,910 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,924 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:50,938 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:50,950 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,962 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:50,976 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:50,990 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,004 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,018 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,033 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,046 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,061 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,076 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,089 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,104 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,119 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,132 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,148 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,160 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,176 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,191 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,206 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,221 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,234 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,247 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,261 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.640
2023-07-25 04:02:51,275 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,289 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,302 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,315 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,330 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,344 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,359 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,372 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,386 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,403 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,418 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,433 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,448 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,456 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,470 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,483 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,496 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,510 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,525 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,540 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,555 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,570 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,585 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,600 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,613 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,627 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,644 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,660 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,676 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,692 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,710 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,724 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,739 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,755 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,770 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,784 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.905, mIoU: 0.638
2023-07-25 04:02:51,798 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,814 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,830 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,845 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,859 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,874 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,888 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,903 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,915 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:51,930 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,942 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,957 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,972 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:51,986 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,000 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,013 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,028 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,042 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,057 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,071 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,086 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,101 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,115 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,128 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,143 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,156 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,172 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,188 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,203 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,217 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,232 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,246 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,256 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,271 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,284 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,299 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,314 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,329 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,344 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,356 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,365 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,382 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,396 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,411 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,425 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,440 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,455 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,468 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,482 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,497 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,511 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,525 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.905, mIoU: 0.639
2023-07-25 04:02:52,537 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,552 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,566 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,580 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,593 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,607 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,622 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.905, mIoU: 0.640
2023-07-25 04:02:52,636 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:52,651 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:52,665 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:52,679 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:52,694 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.905, mIoU: 0.641
2023-07-25 04:02:52,711 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.905, mIoU: 0.642
2023-07-25 04:03:09,384 semantic_segmentation INFO: Iters: 36810/150000 || Lr: 0.015523 || Task Loss: 0.5417 || KD Loss: 0.1626|| 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: 17:16:53 || Estimated Time: 2 days, 5:08:24
2023-07-25 04:03:26,256 semantic_segmentation INFO: Iters: 36820/150000 || Lr: 0.015522 || Task Loss: 0.5154 || KD Loss: 0.1446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:10 || Estimated Time: 2 days, 5:08:07
2023-07-25 04:03:43,188 semantic_segmentation INFO: Iters: 36830/150000 || Lr: 0.015521 || Task Loss: 0.7721 || KD Loss: 0.3369|| 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: 17:17:27 || Estimated Time: 2 days, 5:07:50
2023-07-25 04:04:00,067 semantic_segmentation INFO: Iters: 36840/150000 || Lr: 0.015519 || Task Loss: 0.3849 || KD Loss: 0.0865|| 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: 17:17:44 || Estimated Time: 2 days, 5:07:33
2023-07-25 04:04:17,055 semantic_segmentation INFO: Iters: 36850/150000 || Lr: 0.015518 || Task Loss: 0.8325 || KD Loss: 0.2802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:01 || Estimated Time: 2 days, 5:07:17
2023-07-25 04:04:33,992 semantic_segmentation INFO: Iters: 36860/150000 || Lr: 0.015517 || Task Loss: 0.7443 || KD Loss: 0.2517|| 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: 17:18:18 || Estimated Time: 2 days, 5:07:00
2023-07-25 04:04:50,929 semantic_segmentation INFO: Iters: 36870/150000 || Lr: 0.015516 || Task Loss: 0.6276 || KD Loss: 0.1709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:18:35 || Estimated Time: 2 days, 5:06:43
2023-07-25 04:05:07,849 semantic_segmentation INFO: Iters: 36880/150000 || Lr: 0.015514 || Task Loss: 0.5363 || KD Loss: 0.2143|| 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: 17:18:52 || Estimated Time: 2 days, 5:06:26
2023-07-25 04:05:24,787 semantic_segmentation INFO: Iters: 36890/150000 || Lr: 0.015513 || Task Loss: 0.7750 || KD Loss: 0.2821|| 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: 17:19:09 || Estimated Time: 2 days, 5:06:10
2023-07-25 04:05:41,748 semantic_segmentation INFO: Iters: 36900/150000 || Lr: 0.015512 || Task Loss: 0.6046 || KD Loss: 0.2213|| 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: 17:19:26 || Estimated Time: 2 days, 5:05:53
2023-07-25 04:05:58,625 semantic_segmentation INFO: Iters: 36910/150000 || Lr: 0.015511 || Task Loss: 0.6321 || KD Loss: 0.2130|| 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: 17:19:43 || Estimated Time: 2 days, 5:05:36
2023-07-25 04:06:15,573 semantic_segmentation INFO: Iters: 36920/150000 || Lr: 0.015510 || Task Loss: 0.5305 || KD Loss: 0.1389|| 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: 17:20:00 || Estimated Time: 2 days, 5:05:19
2023-07-25 04:06:32,440 semantic_segmentation INFO: Iters: 36930/150000 || Lr: 0.015508 || Task Loss: 0.7475 || KD Loss: 0.2433|| 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: 17:20:16 || Estimated Time: 2 days, 5:05:02
2023-07-25 04:06:49,353 semantic_segmentation INFO: Iters: 36940/150000 || Lr: 0.015507 || Task Loss: 0.4439 || KD Loss: 0.1125|| 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: 17:20:33 || Estimated Time: 2 days, 5:04:45
2023-07-25 04:07:06,258 semantic_segmentation INFO: Iters: 36950/150000 || Lr: 0.015506 || Task Loss: 0.5861 || KD Loss: 0.2173|| 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: 17:20:50 || Estimated Time: 2 days, 5:04:28
2023-07-25 04:07:23,430 semantic_segmentation INFO: Iters: 36960/150000 || Lr: 0.015505 || Task Loss: 0.4290 || KD Loss: 0.0788|| 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: 17:21:07 || Estimated Time: 2 days, 5:04:12
2023-07-25 04:07:40,632 semantic_segmentation INFO: Iters: 36970/150000 || Lr: 0.015503 || Task Loss: 0.6487 || KD Loss: 0.2280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:25 || Estimated Time: 2 days, 5:03:56
2023-07-25 04:07:57,420 semantic_segmentation INFO: Iters: 36980/150000 || Lr: 0.015502 || Task Loss: 0.4880 || KD Loss: 0.1409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:41 || Estimated Time: 2 days, 5:03:39
2023-07-25 04:08:14,342 semantic_segmentation INFO: Iters: 36990/150000 || Lr: 0.015501 || Task Loss: 0.5602 || KD Loss: 0.1608|| 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: 17:21:58 || Estimated Time: 2 days, 5:03:22
2023-07-25 04:08:31,737 semantic_segmentation INFO: Iters: 37000/150000 || Lr: 0.015500 || Task Loss: 0.6464 || KD Loss: 0.2140|| 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: 17:22:16 || Estimated Time: 2 days, 5:03:07
2023-07-25 04:08:48,585 semantic_segmentation INFO: Iters: 37010/150000 || Lr: 0.015498 || Task Loss: 0.5373 || KD Loss: 0.1828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:33 || Estimated Time: 2 days, 5:02:50
2023-07-25 04:09:05,509 semantic_segmentation INFO: Iters: 37020/150000 || Lr: 0.015497 || Task Loss: 0.4287 || KD Loss: 0.1017|| 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: 17:22:49 || Estimated Time: 2 days, 5:02:33
2023-07-25 04:09:22,417 semantic_segmentation INFO: Iters: 37030/150000 || Lr: 0.015496 || Task Loss: 0.4772 || KD Loss: 0.0947|| 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: 17:23:06 || Estimated Time: 2 days, 5:02:16
2023-07-25 04:09:39,331 semantic_segmentation INFO: Iters: 37040/150000 || Lr: 0.015495 || Task Loss: 0.4987 || KD Loss: 0.1136|| 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: 17:23:23 || Estimated Time: 2 days, 5:01:59
2023-07-25 04:09:56,258 semantic_segmentation INFO: Iters: 37050/150000 || Lr: 0.015493 || Task Loss: 0.6099 || KD Loss: 0.1399|| 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: 17:23:40 || Estimated Time: 2 days, 5:01:42
2023-07-25 04:10:13,132 semantic_segmentation INFO: Iters: 37060/150000 || Lr: 0.015492 || Task Loss: 0.4378 || KD Loss: 0.0996|| 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: 17:23:57 || Estimated Time: 2 days, 5:01:26
2023-07-25 04:10:30,068 semantic_segmentation INFO: Iters: 37070/150000 || Lr: 0.015491 || Task Loss: 0.6301 || KD Loss: 0.1744|| 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: 17:24:14 || Estimated Time: 2 days, 5:01:09
2023-07-25 04:10:47,017 semantic_segmentation INFO: Iters: 37080/150000 || Lr: 0.015490 || Task Loss: 0.5141 || KD Loss: 0.1329|| 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: 17:24:31 || Estimated Time: 2 days, 5:00:52
2023-07-25 04:11:03,922 semantic_segmentation INFO: Iters: 37090/150000 || Lr: 0.015489 || Task Loss: 1.3672 || KD Loss: 0.5000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:48 || Estimated Time: 2 days, 5:00:35
2023-07-25 04:11:20,906 semantic_segmentation INFO: Iters: 37100/150000 || Lr: 0.015487 || Task Loss: 0.7797 || KD Loss: 0.1295|| 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: 17:25:05 || Estimated Time: 2 days, 5:00:18
2023-07-25 04:11:37,709 semantic_segmentation INFO: Iters: 37110/150000 || Lr: 0.015486 || Task Loss: 0.5918 || KD Loss: 0.1804|| 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: 17:25:22 || Estimated Time: 2 days, 5:00:01
2023-07-25 04:11:54,797 semantic_segmentation INFO: Iters: 37120/150000 || Lr: 0.015485 || Task Loss: 0.6086 || KD Loss: 0.1392|| 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: 17:25:39 || Estimated Time: 2 days, 4:59:45
2023-07-25 04:12:11,703 semantic_segmentation INFO: Iters: 37130/150000 || Lr: 0.015484 || Task Loss: 0.5555 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:56 || Estimated Time: 2 days, 4:59:28
2023-07-25 04:12:28,621 semantic_segmentation INFO: Iters: 37140/150000 || Lr: 0.015482 || Task Loss: 0.3331 || KD Loss: 0.0691|| 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: 17:26:13 || Estimated Time: 2 days, 4:59:11
2023-07-25 04:12:45,532 semantic_segmentation INFO: Iters: 37150/150000 || Lr: 0.015481 || Task Loss: 0.7271 || KD Loss: 0.2833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:30 || Estimated Time: 2 days, 4:58:54
2023-07-25 04:13:02,443 semantic_segmentation INFO: Iters: 37160/150000 || Lr: 0.015480 || Task Loss: 0.4242 || KD Loss: 0.0878|| 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: 17:26:46 || Estimated Time: 2 days, 4:58:37
2023-07-25 04:13:19,314 semantic_segmentation INFO: Iters: 37170/150000 || Lr: 0.015479 || Task Loss: 0.6614 || KD Loss: 0.2194|| 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: 17:27:03 || Estimated Time: 2 days, 4:58:20
2023-07-25 04:13:36,162 semantic_segmentation INFO: Iters: 37180/150000 || Lr: 0.015477 || Task Loss: 0.5599 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 4:58:03
2023-07-25 04:13:53,105 semantic_segmentation INFO: Iters: 37190/150000 || Lr: 0.015476 || Task Loss: 0.5450 || KD Loss: 0.1352|| 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: 17:27:37 || Estimated Time: 2 days, 4:57:46
2023-07-25 04:14:10,072 semantic_segmentation INFO: Iters: 37200/150000 || Lr: 0.015475 || Task Loss: 0.4513 || KD Loss: 0.1190|| 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: 17:27:54 || Estimated Time: 2 days, 4:57:30
2023-07-25 04:14:26,945 semantic_segmentation INFO: Iters: 37210/150000 || Lr: 0.015474 || Task Loss: 0.4253 || KD Loss: 0.0970|| 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: 17:28:11 || Estimated Time: 2 days, 4:57:13
2023-07-25 04:14:43,890 semantic_segmentation INFO: Iters: 37220/150000 || Lr: 0.015472 || Task Loss: 0.5180 || KD Loss: 0.1358|| 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: 17:28:28 || Estimated Time: 2 days, 4:56:56
2023-07-25 04:15:00,767 semantic_segmentation INFO: Iters: 37230/150000 || Lr: 0.015471 || Task Loss: 0.5892 || KD Loss: 0.1567|| 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: 17:28:45 || Estimated Time: 2 days, 4:56:39
2023-07-25 04:15:17,934 semantic_segmentation INFO: Iters: 37240/150000 || Lr: 0.015470 || Task Loss: 0.3803 || KD Loss: 0.0949|| 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: 17:29:02 || Estimated Time: 2 days, 4:56:23
2023-07-25 04:15:38,432 semantic_segmentation INFO: Iters: 37250/150000 || Lr: 0.015469 || Task Loss: 0.7618 || KD Loss: 0.2644|| 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: 17:29:22 || Estimated Time: 2 days, 4:56:17
2023-07-25 04:15:55,145 semantic_segmentation INFO: Iters: 37260/150000 || Lr: 0.015468 || Task Loss: 0.5946 || KD Loss: 0.1571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:39 || Estimated Time: 2 days, 4:56:00
2023-07-25 04:16:12,048 semantic_segmentation INFO: Iters: 37270/150000 || Lr: 0.015466 || Task Loss: 0.5385 || KD Loss: 0.1321|| 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: 17:29:56 || Estimated Time: 2 days, 4:55:43
2023-07-25 04:16:29,346 semantic_segmentation INFO: Iters: 37280/150000 || Lr: 0.015465 || Task Loss: 0.4079 || KD Loss: 0.0926|| 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: 17:30:13 || Estimated Time: 2 days, 4:55:27
2023-07-25 04:16:46,136 semantic_segmentation INFO: Iters: 37290/150000 || Lr: 0.015464 || Task Loss: 0.5145 || KD Loss: 0.1472|| 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: 17:30:30 || Estimated Time: 2 days, 4:55:10
2023-07-25 04:17:03,128 semantic_segmentation INFO: Iters: 37300/150000 || Lr: 0.015463 || Task Loss: 0.6992 || KD Loss: 0.2171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 4:54:53
2023-07-25 04:17:20,017 semantic_segmentation INFO: Iters: 37310/150000 || Lr: 0.015461 || Task Loss: 0.5367 || KD Loss: 0.1384|| 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: 17:31:04 || Estimated Time: 2 days, 4:54:36
2023-07-25 04:17:36,954 semantic_segmentation INFO: Iters: 37320/150000 || Lr: 0.015460 || Task Loss: 0.5011 || KD Loss: 0.1215|| 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: 17:31:21 || Estimated Time: 2 days, 4:54:19
2023-07-25 04:17:53,923 semantic_segmentation INFO: Iters: 37330/150000 || Lr: 0.015459 || Task Loss: 0.4417 || KD Loss: 0.1419|| 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: 17:31:38 || Estimated Time: 2 days, 4:54:03
2023-07-25 04:18:10,937 semantic_segmentation INFO: Iters: 37340/150000 || Lr: 0.015458 || Task Loss: 0.4513 || KD Loss: 0.1088|| 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: 17:31:55 || Estimated Time: 2 days, 4:53:46
2023-07-25 04:18:27,723 semantic_segmentation INFO: Iters: 37350/150000 || Lr: 0.015456 || Task Loss: 0.5339 || KD Loss: 0.1455|| 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: 17:32:12 || Estimated Time: 2 days, 4:53:29
2023-07-25 04:18:44,669 semantic_segmentation INFO: Iters: 37360/150000 || Lr: 0.015455 || Task Loss: 0.6162 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:29 || Estimated Time: 2 days, 4:53:12
2023-07-25 04:19:01,551 semantic_segmentation INFO: Iters: 37370/150000 || Lr: 0.015454 || Task Loss: 0.4058 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:46 || Estimated Time: 2 days, 4:52:55
2023-07-25 04:19:18,387 semantic_segmentation INFO: Iters: 37380/150000 || Lr: 0.015453 || Task Loss: 0.8459 || KD Loss: 0.2221|| 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: 17:33:02 || Estimated Time: 2 days, 4:52:38
2023-07-25 04:19:35,310 semantic_segmentation INFO: Iters: 37390/150000 || Lr: 0.015451 || Task Loss: 0.4286 || KD Loss: 0.0716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:19 || Estimated Time: 2 days, 4:52:21
2023-07-25 04:19:52,195 semantic_segmentation INFO: Iters: 37400/150000 || Lr: 0.015450 || Task Loss: 0.5789 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:36 || Estimated Time: 2 days, 4:52:04
2023-07-25 04:20:09,094 semantic_segmentation INFO: Iters: 37410/150000 || Lr: 0.015449 || Task Loss: 0.2879 || KD Loss: 0.0599|| 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: 17:33:53 || Estimated Time: 2 days, 4:51:47
2023-07-25 04:20:25,967 semantic_segmentation INFO: Iters: 37420/150000 || Lr: 0.015448 || Task Loss: 0.6111 || KD Loss: 0.1435|| 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: 17:34:10 || Estimated Time: 2 days, 4:51:30
2023-07-25 04:20:42,872 semantic_segmentation INFO: Iters: 37430/150000 || Lr: 0.015447 || Task Loss: 0.4322 || KD Loss: 0.0865|| 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: 17:34:27 || Estimated Time: 2 days, 4:51:13
2023-07-25 04:20:59,682 semantic_segmentation INFO: Iters: 37440/150000 || Lr: 0.015445 || Task Loss: 0.6541 || KD Loss: 0.1730|| 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: 17:34:44 || Estimated Time: 2 days, 4:50:56
2023-07-25 04:21:16,677 semantic_segmentation INFO: Iters: 37450/150000 || Lr: 0.015444 || Task Loss: 0.5166 || KD Loss: 0.1161|| 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: 17:35:01 || Estimated Time: 2 days, 4:50:39
2023-07-25 04:21:33,692 semantic_segmentation INFO: Iters: 37460/150000 || Lr: 0.015443 || Task Loss: 0.6144 || KD Loss: 0.1716|| 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: 17:35:18 || Estimated Time: 2 days, 4:50:23
2023-07-25 04:21:50,491 semantic_segmentation INFO: Iters: 37470/150000 || Lr: 0.015442 || Task Loss: 0.5681 || KD Loss: 0.1472|| 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: 17:35:34 || Estimated Time: 2 days, 4:50:06
2023-07-25 04:22:07,763 semantic_segmentation INFO: Iters: 37480/150000 || Lr: 0.015440 || Task Loss: 0.4735 || KD Loss: 0.1029|| 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: 17:35:52 || Estimated Time: 2 days, 4:49:50
2023-07-25 04:22:24,588 semantic_segmentation INFO: Iters: 37490/150000 || Lr: 0.015439 || Task Loss: 0.5736 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:09 || Estimated Time: 2 days, 4:49:33
2023-07-25 04:22:41,481 semantic_segmentation INFO: Iters: 37500/150000 || Lr: 0.015438 || Task Loss: 0.4137 || KD Loss: 0.0911|| 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: 17:36:25 || Estimated Time: 2 days, 4:49:16
2023-07-25 04:22:58,378 semantic_segmentation INFO: Iters: 37510/150000 || Lr: 0.015437 || Task Loss: 0.5607 || KD Loss: 0.1083|| 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: 17:36:42 || Estimated Time: 2 days, 4:48:59
2023-07-25 04:23:15,257 semantic_segmentation INFO: Iters: 37520/150000 || Lr: 0.015435 || Task Loss: 0.5647 || KD Loss: 0.0973|| 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: 17:36:59 || Estimated Time: 2 days, 4:48:42
2023-07-25 04:23:32,259 semantic_segmentation INFO: Iters: 37530/150000 || Lr: 0.015434 || Task Loss: 0.5795 || KD Loss: 0.1653|| 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: 17:37:16 || Estimated Time: 2 days, 4:48:25
2023-07-25 04:23:49,143 semantic_segmentation INFO: Iters: 37540/150000 || Lr: 0.015433 || Task Loss: 0.5632 || KD Loss: 0.1619|| 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: 17:37:33 || Estimated Time: 2 days, 4:48:08
2023-07-25 04:24:06,114 semantic_segmentation INFO: Iters: 37550/150000 || Lr: 0.015432 || Task Loss: 0.4363 || KD Loss: 0.0803|| 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: 17:37:50 || Estimated Time: 2 days, 4:47:52
2023-07-25 04:24:22,981 semantic_segmentation INFO: Iters: 37560/150000 || Lr: 0.015431 || Task Loss: 0.4117 || KD Loss: 0.0972|| 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: 17:38:07 || Estimated Time: 2 days, 4:47:35
2023-07-25 04:24:39,921 semantic_segmentation INFO: Iters: 37570/150000 || Lr: 0.015429 || Task Loss: 0.4441 || KD Loss: 0.1151|| 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: 17:38:24 || Estimated Time: 2 days, 4:47:18
2023-07-25 04:24:56,845 semantic_segmentation INFO: Iters: 37580/150000 || Lr: 0.015428 || Task Loss: 0.3852 || KD Loss: 0.0890|| 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: 17:38:41 || Estimated Time: 2 days, 4:47:01
2023-07-25 04:25:13,710 semantic_segmentation INFO: Iters: 37590/150000 || Lr: 0.015427 || Task Loss: 0.6461 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:58 || Estimated Time: 2 days, 4:46:44
2023-07-25 04:25:30,617 semantic_segmentation INFO: Iters: 37600/150000 || Lr: 0.015426 || Task Loss: 0.3769 || KD Loss: 0.0705|| 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: 17:39:15 || Estimated Time: 2 days, 4:46:27
2023-07-25 04:25:30,727 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 04:25:31,182 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.082
2023-07-25 04:25:31,200 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.127
2023-07-25 04:25:31,213 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.161
2023-07-25 04:25:31,228 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.161
2023-07-25 04:25:31,242 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.228
2023-07-25 04:25:31,256 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.272
2023-07-25 04:25:31,270 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.314
2023-07-25 04:25:31,284 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.321
2023-07-25 04:25:31,296 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.361
2023-07-25 04:25:31,310 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.396
2023-07-25 04:25:31,323 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.397
2023-07-25 04:25:31,338 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.443
2023-07-25 04:25:31,350 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.909, mIoU: 0.409
2023-07-25 04:25:31,363 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.384
2023-07-25 04:25:31,377 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.907, mIoU: 0.376
2023-07-25 04:25:31,390 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.909, mIoU: 0.371
2023-07-25 04:25:31,400 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.903, mIoU: 0.360
2023-07-25 04:25:31,413 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.359
2023-07-25 04:25:31,427 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.906, mIoU: 0.359
2023-07-25 04:25:31,442 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.906, mIoU: 0.403
2023-07-25 04:25:31,456 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.404
2023-07-25 04:25:31,470 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.911, mIoU: 0.414
2023-07-25 04:25:31,484 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.452
2023-07-25 04:25:31,499 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.909, mIoU: 0.445
2023-07-25 04:25:31,514 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.911, mIoU: 0.448
2023-07-25 04:25:31,528 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.458
2023-07-25 04:25:31,542 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.459
2023-07-25 04:25:31,553 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.460
2023-07-25 04:25:31,568 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.448
2023-07-25 04:25:31,582 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.448
2023-07-25 04:25:31,595 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.448
2023-07-25 04:25:31,610 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.449
2023-07-25 04:25:31,624 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.918, mIoU: 0.462
2023-07-25 04:25:31,639 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.460
2023-07-25 04:25:31,653 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.497
2023-07-25 04:25:31,667 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.497
2023-07-25 04:25:31,680 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.500
2023-07-25 04:25:31,692 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.545
2023-07-25 04:25:31,708 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.920, mIoU: 0.543
2023-07-25 04:25:31,720 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.920, mIoU: 0.542
2023-07-25 04:25:31,734 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.919, mIoU: 0.568
2023-07-25 04:25:31,748 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-25 04:25:31,763 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.557
2023-07-25 04:25:31,776 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-25 04:25:31,791 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-25 04:25:31,806 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-25 04:25:31,819 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-25 04:25:31,832 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-25 04:25:31,846 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.581
2023-07-25 04:25:31,862 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.915, mIoU: 0.580
2023-07-25 04:25:31,878 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.580
2023-07-25 04:25:31,893 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-25 04:25:31,906 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.576
2023-07-25 04:25:31,921 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-25 04:25:31,936 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.578
2023-07-25 04:25:31,950 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.576
2023-07-25 04:25:31,965 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.573
2023-07-25 04:25:31,983 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.573
2023-07-25 04:25:31,996 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.576
2023-07-25 04:25:32,011 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.911, mIoU: 0.580
2023-07-25 04:25:32,025 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.589
2023-07-25 04:25:32,040 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.585
2023-07-25 04:25:32,054 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.913, mIoU: 0.585
2023-07-25 04:25:32,072 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.590
2023-07-25 04:25:32,086 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.588
2023-07-25 04:25:32,101 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-25 04:25:32,117 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.587
2023-07-25 04:25:32,130 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.625
2023-07-25 04:25:32,145 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.626
2023-07-25 04:25:32,161 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.915, mIoU: 0.620
2023-07-25 04:25:32,178 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 04:25:32,191 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 04:25:32,207 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 04:25:32,222 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 04:25:32,237 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 04:25:32,253 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 04:25:32,269 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 04:25:32,279 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 04:25:32,294 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 04:25:32,311 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:32,324 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-25 04:25:32,340 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.900, mIoU: 0.614
2023-07-25 04:25:32,355 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.899, mIoU: 0.608
2023-07-25 04:25:32,371 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.899, mIoU: 0.608
2023-07-25 04:25:32,387 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.900, mIoU: 0.609
2023-07-25 04:25:32,403 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.611
2023-07-25 04:25:32,419 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.609
2023-07-25 04:25:32,434 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 04:25:32,449 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.604
2023-07-25 04:25:32,463 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.603
2023-07-25 04:25:32,478 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.901, mIoU: 0.599
2023-07-25 04:25:32,494 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 04:25:32,510 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 04:25:32,525 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.902, mIoU: 0.617
2023-07-25 04:25:32,540 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-25 04:25:32,555 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-25 04:25:32,569 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.902, mIoU: 0.615
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2023-07-25 04:25:33,007 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.902, mIoU: 0.598
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2023-07-25 04:25:36,412 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.902, mIoU: 0.621
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2023-07-25 04:25:36,442 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.901, mIoU: 0.619
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2023-07-25 04:25:36,926 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.901, mIoU: 0.610
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2023-07-25 04:25:37,373 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.901, mIoU: 0.611
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2023-07-25 04:25:38,248 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.906, mIoU: 0.623
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2023-07-25 04:25:38,300 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 04:25:38,316 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 04:25:38,332 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.906, mIoU: 0.624
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2023-07-25 04:25:38,360 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 04:25:38,375 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 04:25:38,388 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,403 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,416 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,432 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,448 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,463 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,479 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,493 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,506 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 04:25:38,522 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 04:25:38,537 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,551 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,566 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 04:25:38,583 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 04:25:38,598 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 04:25:38,614 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 04:25:38,627 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 04:25:38,641 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 04:25:38,657 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 04:25:38,672 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 04:25:38,688 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 04:25:38,702 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 04:25:38,715 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 04:25:38,730 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 04:25:38,745 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 04:25:38,758 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 04:25:38,773 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 04:25:38,784 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.908, mIoU: 0.635
2023-07-25 04:25:38,799 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 04:25:38,812 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.908, mIoU: 0.635
2023-07-25 04:25:38,823 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:38,836 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:38,850 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,865 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,879 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,894 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,902 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,918 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:38,933 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,949 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,964 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:38,978 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:38,992 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:39,005 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 04:25:39,020 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:39,035 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,050 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,063 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:39,077 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 04:25:39,092 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 04:25:39,106 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 04:25:39,121 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 04:25:39,134 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 04:25:39,149 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:39,164 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:39,180 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:39,192 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:39,208 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,222 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,235 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,249 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,264 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,278 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,293 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,306 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,321 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,337 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,355 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,366 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,381 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,396 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:39,409 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:39,424 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,437 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,453 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:39,468 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:39,483 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,496 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:39,508 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,521 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,535 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,550 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,565 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,579 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,593 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:39,606 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 04:25:39,620 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 04:25:39,636 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 04:25:39,648 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 04:25:39,663 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 04:25:39,677 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 04:25:39,692 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,707 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,722 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,734 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,749 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,764 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,779 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,794 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,809 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,821 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,836 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,851 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,866 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,880 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,895 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:39,909 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 04:25:39,925 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 04:25:39,939 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:39,954 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:39,969 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:39,984 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:39,998 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,012 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 04:25:40,025 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 04:25:40,040 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 04:25:40,055 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 04:25:40,069 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,082 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,097 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 04:25:40,110 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 04:25:40,125 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 04:25:40,140 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 04:25:40,156 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 04:25:40,171 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 04:25:40,187 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 04:25:40,202 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 04:25:40,217 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,231 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,245 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,260 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,279 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 04:25:40,293 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,309 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,320 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,333 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,348 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,362 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,377 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,391 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,404 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 04:25:40,419 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,435 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,450 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,465 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,478 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,492 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,505 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,519 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,534 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,550 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,567 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,583 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,599 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,612 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:40,627 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 04:25:40,642 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,655 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.910, mIoU: 0.637
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2023-07-25 04:25:40,683 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,699 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,715 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,728 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 04:25:40,743 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.910, mIoU: 0.637
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2023-07-25 04:25:40,774 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.910, mIoU: 0.636
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2023-07-25 04:25:40,839 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.911, mIoU: 0.637
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2023-07-25 04:25:40,900 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.911, mIoU: 0.638
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2023-07-25 04:25:40,973 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:40,988 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,003 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,015 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,029 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,042 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.911, mIoU: 0.639
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2023-07-25 04:25:41,096 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 04:25:41,110 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 04:25:41,126 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 04:25:41,137 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 04:25:41,151 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:41,164 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:41,176 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 04:25:41,192 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,207 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,222 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,237 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 04:25:41,252 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 04:25:41,267 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,280 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,334 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,349 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,365 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 04:25:41,381 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,395 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 04:25:41,410 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 04:25:41,422 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 04:25:41,434 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 04:25:41,446 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,459 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,475 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,487 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,499 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,513 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 04:25:41,526 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,540 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,554 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,568 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,581 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 04:25:41,595 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,608 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,622 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,637 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,651 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,666 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,679 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,695 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,710 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,722 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,735 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,750 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,765 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,780 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,794 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 04:25:41,806 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,819 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,833 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 04:25:41,846 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 04:25:41,860 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:41,877 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,890 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,904 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,917 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,932 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,947 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,960 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:41,974 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:41,990 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,005 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,019 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,035 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,050 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,065 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:42,078 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,094 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,109 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,127 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,140 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,155 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,168 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,184 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,197 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,210 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,225 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,240 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,253 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,268 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,283 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,299 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,314 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,327 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,339 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,353 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,366 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,382 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,397 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,413 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,427 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,441 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,456 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,472 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,488 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,505 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,519 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,532 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,548 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,564 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,579 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,594 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:42,606 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:42,619 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,630 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,645 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,660 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,674 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,688 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,699 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,712 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,726 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,740 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,753 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,767 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,780 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,795 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,808 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,823 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:42,836 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,851 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,866 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,879 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:42,894 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,909 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,924 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,938 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,953 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,968 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,982 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:42,996 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,012 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,027 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,041 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,054 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,068 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,085 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,099 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,116 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,131 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,143 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,158 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,174 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,190 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,204 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,219 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,234 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,247 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,261 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:43,276 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,291 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,304 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,315 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,332 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,346 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,361 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,374 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,389 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:43,407 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,423 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,439 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:43,452 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:43,467 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,480 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,496 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,510 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,523 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,539 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,553 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,568 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,584 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,598 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,613 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,627 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,641 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,655 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,671 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,686 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:43,701 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,716 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,725 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,739 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,752 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,767 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:43,781 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,796 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,809 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,823 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:43,838 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,852 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,868 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,884 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:43,897 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:43,912 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 04:25:43,927 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,942 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,955 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,969 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 04:25:43,984 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:43,999 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,012 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,027 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,042 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,056 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,070 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,085 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,098 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,113 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,126 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,140 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,155 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,170 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,185 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,201 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,216 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,229 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,241 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,256 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,269 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,282 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,297 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,311 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,326 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,341 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,354 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,367 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,383 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,397 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,410 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,428 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,441 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,457 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,472 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,488 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,504 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,519 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,528 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,545 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,561 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,574 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,589 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,604 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,619 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,632 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,646 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,661 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,676 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,691 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,706 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,722 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,737 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,749 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,764 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,778 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,792 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 04:25:44,804 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,819 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,834 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,849 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,856 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,869 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,882 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,894 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 04:25:44,906 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,921 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,936 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 04:25:44,951 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 04:25:44,962 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:44,975 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:44,990 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,001 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,016 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,029 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,044 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,059 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,075 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,090 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:45,102 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:45,115 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,130 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,146 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:45,161 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:45,176 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,190 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,201 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,212 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,225 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,236 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,251 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,264 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,282 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:45,297 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:45,312 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,326 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,341 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,356 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,370 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,385 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,399 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,413 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,429 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,445 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,458 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:45,472 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:45,487 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:45,500 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:45,516 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 04:25:45,529 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,544 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,559 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,577 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,592 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,606 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,621 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,636 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,651 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:25:45,665 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:25:45,678 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:25:45,692 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:25:45,707 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 04:25:45,722 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 04:25:45,737 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 04:25:45,752 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 04:25:45,767 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,782 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 04:25:45,797 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,812 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,824 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 04:25:45,840 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,850 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,863 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,878 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:45,889 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:45,904 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 04:25:45,919 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 04:25:45,934 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,949 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,964 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,979 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:45,993 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,005 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,021 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,033 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,048 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,063 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,076 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,091 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,105 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,120 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,135 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,151 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:46,166 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:46,181 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:46,195 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:46,208 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 04:25:46,224 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:46,237 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,250 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,266 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,280 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,295 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,307 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,320 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,335 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,350 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:46,365 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:46,378 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,390 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,405 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,419 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,434 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,451 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,467 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,482 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,497 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,512 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 04:25:46,528 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,543 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,558 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,574 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,587 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,603 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,618 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 04:25:46,634 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:46,647 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 04:25:46,661 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,676 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,692 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,705 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,720 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,734 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,749 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,764 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,778 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,793 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,805 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:46,820 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:46,836 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,848 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,863 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,875 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:46,884 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:46,899 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:46,915 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:46,928 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:46,944 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:46,959 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:46,972 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:46,986 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,001 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,016 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,031 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,048 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,063 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,080 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,094 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,107 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 04:25:47,122 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,137 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,152 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,164 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,177 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,192 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,207 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,222 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,237 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,249 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,264 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,278 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,292 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,307 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 04:25:47,323 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,338 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,354 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,367 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,382 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,397 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,413 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,428 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,441 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,459 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,474 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,487 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,499 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:47,513 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.912, mIoU: 0.644
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2023-07-25 04:25:47,557 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,567 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,579 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,595 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,610 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,622 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,636 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,652 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,666 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,679 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,692 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,707 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,719 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,734 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,746 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,759 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,773 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,788 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 04:25:47,802 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,817 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,829 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,844 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,858 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,870 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,885 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 04:25:47,901 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.913, mIoU: 0.646
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2023-07-25 04:25:47,974 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:47,990 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:48,005 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,019 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-25 04:25:48,052 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-25 04:25:48,078 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,093 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 04:25:48,109 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,123 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,138 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:48,150 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:48,165 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 04:25:48,179 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,191 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,206 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,220 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,235 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,250 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 04:25:48,265 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,279 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,292 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,306 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,320 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,335 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,351 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,367 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,380 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,396 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,408 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,423 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,439 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,454 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,469 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,487 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,504 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,519 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,530 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,544 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,559 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,570 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,585 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,600 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,615 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,628 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,640 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,654 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,668 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,682 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,695 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,710 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,722 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,736 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,751 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,766 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,781 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,796 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,812 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,825 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,841 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,855 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,870 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,885 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 04:25:48,898 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,911 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,927 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,942 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,958 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,971 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,984 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:48,999 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 04:25:49,014 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,027 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,040 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,055 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,071 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,086 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,101 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,116 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,131 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 04:25:49,144 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,158 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,173 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,186 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,201 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.912, mIoU: 0.644
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2023-07-25 04:25:49,231 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,245 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 04:25:49,260 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,274 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,289 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,303 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,317 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,333 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,348 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,363 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,378 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,393 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,407 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,420 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,435 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,451 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,464 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,479 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,495 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,511 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,526 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,541 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,556 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,571 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,584 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,597 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,610 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,623 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,636 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,650 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,665 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,677 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,690 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,704 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,716 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,729 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,744 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,760 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,774 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,789 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,802 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,817 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 04:25:49,831 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,844 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,859 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,874 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,890 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,903 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,918 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:49,933 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,947 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,963 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,976 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:49,991 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,007 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,022 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,038 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,051 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,067 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,083 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,098 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,114 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,129 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,145 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 04:25:50,160 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,170 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,184 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,197 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,209 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,226 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,240 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,254 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,266 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,278 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,292 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,306 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,320 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,334 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,348 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,361 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,375 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,390 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,402 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,416 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,431 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,443 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,457 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,468 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,483 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 04:25:50,498 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,513 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,528 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,541 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,553 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,568 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,584 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:25:50,599 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:25:50,612 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 04:25:50,626 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,642 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,657 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,673 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 04:25:50,686 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,701 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,718 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,735 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,751 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,766 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,774 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,789 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,802 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,815 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,829 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,844 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,859 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,874 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,889 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,904 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 04:25:50,919 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:50,931 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:50,946 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:50,962 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:50,977 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:50,993 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:51,008 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:51,025 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:51,039 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:51,054 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:51,070 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 04:25:51,085 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:51,098 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 04:25:51,111 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 04:25:51,126 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 04:25:51,141 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 04:25:51,156 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 04:25:51,171 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,186 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,201 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,216 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,229 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,244 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,257 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,271 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,287 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,301 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,316 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,329 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,344 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,359 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,374 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,388 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,403 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,418 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-25 04:25:51,433 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,446 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 04:25:51,460 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,473 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,488 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,503 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,520 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,537 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,552 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,566 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,576 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,591 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,604 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,619 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,634 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 04:25:51,648 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,663 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,675 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,684 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,701 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,716 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,730 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,744 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,759 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,774 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,787 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,802 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,817 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,831 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,845 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,858 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,872 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,887 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,901 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,914 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,928 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,943 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 04:25:51,957 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 04:25:51,973 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:51,986 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 04:25:52,000 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:52,014 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 04:25:52,031 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 04:26:08,988 semantic_segmentation INFO: Iters: 37610/150000 || Lr: 0.015424 || Task Loss: 0.5941 || KD Loss: 0.2424|| 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: 17:39:53 || Estimated Time: 2 days, 4:47:14
2023-07-25 04:26:25,811 semantic_segmentation INFO: Iters: 37620/150000 || Lr: 0.015423 || Task Loss: 0.3761 || KD Loss: 0.1055|| 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: 17:40:10 || Estimated Time: 2 days, 4:46:57
2023-07-25 04:26:42,702 semantic_segmentation INFO: Iters: 37630/150000 || Lr: 0.015422 || Task Loss: 0.3730 || KD Loss: 0.0673|| 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: 17:40:27 || Estimated Time: 2 days, 4:46:40
2023-07-25 04:26:59,536 semantic_segmentation INFO: Iters: 37640/150000 || Lr: 0.015421 || Task Loss: 0.4867 || KD Loss: 0.1297|| 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: 17:40:44 || Estimated Time: 2 days, 4:46:23
2023-07-25 04:27:16,491 semantic_segmentation INFO: Iters: 37650/150000 || Lr: 0.015419 || Task Loss: 0.6297 || KD Loss: 0.1411|| 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: 17:41:00 || Estimated Time: 2 days, 4:46:06
2023-07-25 04:27:33,380 semantic_segmentation INFO: Iters: 37660/150000 || Lr: 0.015418 || Task Loss: 0.6260 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:17 || Estimated Time: 2 days, 4:45:49
2023-07-25 04:27:50,325 semantic_segmentation INFO: Iters: 37670/150000 || Lr: 0.015417 || Task Loss: 0.5506 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:34 || Estimated Time: 2 days, 4:45:33
2023-07-25 04:28:07,290 semantic_segmentation INFO: Iters: 37680/150000 || Lr: 0.015416 || Task Loss: 0.4944 || KD Loss: 0.1386|| 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: 17:41:51 || Estimated Time: 2 days, 4:45:16
2023-07-25 04:28:24,182 semantic_segmentation INFO: Iters: 37690/150000 || Lr: 0.015414 || Task Loss: 0.5429 || KD Loss: 0.1624|| 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: 17:42:08 || Estimated Time: 2 days, 4:44:59
2023-07-25 04:28:41,253 semantic_segmentation INFO: Iters: 37700/150000 || Lr: 0.015413 || Task Loss: 0.3875 || KD Loss: 0.1116|| 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: 17:42:25 || Estimated Time: 2 days, 4:44:42
2023-07-25 04:28:58,105 semantic_segmentation INFO: Iters: 37710/150000 || Lr: 0.015412 || Task Loss: 0.4161 || KD Loss: 0.1393|| 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: 17:42:42 || Estimated Time: 2 days, 4:44:25
2023-07-25 04:29:15,016 semantic_segmentation INFO: Iters: 37720/150000 || Lr: 0.015411 || Task Loss: 0.6341 || KD Loss: 0.2470|| 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: 17:42:59 || Estimated Time: 2 days, 4:44:08
2023-07-25 04:29:31,931 semantic_segmentation INFO: Iters: 37730/150000 || Lr: 0.015410 || Task Loss: 0.5992 || KD Loss: 0.1611|| 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: 17:43:16 || Estimated Time: 2 days, 4:43:52
2023-07-25 04:29:48,815 semantic_segmentation INFO: Iters: 37740/150000 || Lr: 0.015408 || Task Loss: 0.6286 || KD Loss: 0.1502|| 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: 17:43:33 || Estimated Time: 2 days, 4:43:35
2023-07-25 04:30:05,659 semantic_segmentation INFO: Iters: 37750/150000 || Lr: 0.015407 || Task Loss: 0.4335 || KD Loss: 0.1097|| 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: 17:43:50 || Estimated Time: 2 days, 4:43:18
2023-07-25 04:30:22,541 semantic_segmentation INFO: Iters: 37760/150000 || Lr: 0.015406 || Task Loss: 0.5380 || KD Loss: 0.1407|| 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: 17:44:07 || Estimated Time: 2 days, 4:43:00
2023-07-25 04:30:39,458 semantic_segmentation INFO: Iters: 37770/150000 || Lr: 0.015405 || Task Loss: 0.4684 || KD Loss: 0.0898|| 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: 17:44:23 || Estimated Time: 2 days, 4:42:44
2023-07-25 04:30:56,284 semantic_segmentation INFO: Iters: 37780/150000 || Lr: 0.015403 || Task Loss: 0.6369 || KD Loss: 0.1936|| 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: 17:44:40 || Estimated Time: 2 days, 4:42:26
2023-07-25 04:31:13,211 semantic_segmentation INFO: Iters: 37790/150000 || Lr: 0.015402 || Task Loss: 0.5451 || KD Loss: 0.1114|| 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: 17:44:57 || Estimated Time: 2 days, 4:42:10
2023-07-25 04:31:30,653 semantic_segmentation INFO: Iters: 37800/150000 || Lr: 0.015401 || Task Loss: 0.5081 || KD Loss: 0.1128|| 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: 17:45:15 || Estimated Time: 2 days, 4:41:54
2023-07-25 04:31:47,442 semantic_segmentation INFO: Iters: 37810/150000 || Lr: 0.015400 || Task Loss: 0.4196 || KD Loss: 0.0914|| 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: 17:45:31 || Estimated Time: 2 days, 4:41:37
2023-07-25 04:32:04,650 semantic_segmentation INFO: Iters: 37820/150000 || Lr: 0.015398 || Task Loss: 0.5310 || KD Loss: 0.1203|| 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: 17:45:49 || Estimated Time: 2 days, 4:41:21
2023-07-25 04:32:21,851 semantic_segmentation INFO: Iters: 37830/150000 || Lr: 0.015397 || Task Loss: 0.5392 || KD Loss: 0.1251|| 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: 17:46:06 || Estimated Time: 2 days, 4:41:05
2023-07-25 04:32:38,646 semantic_segmentation INFO: Iters: 37840/150000 || Lr: 0.015396 || Task Loss: 0.4228 || KD Loss: 0.0981|| 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: 17:46:23 || Estimated Time: 2 days, 4:40:48
2023-07-25 04:32:55,633 semantic_segmentation INFO: Iters: 37850/150000 || Lr: 0.015395 || Task Loss: 0.4074 || KD Loss: 0.0771|| 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: 17:46:40 || Estimated Time: 2 days, 4:40:31
2023-07-25 04:33:12,510 semantic_segmentation INFO: Iters: 37860/150000 || Lr: 0.015393 || Task Loss: 0.5503 || KD Loss: 0.1377|| 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: 17:46:56 || Estimated Time: 2 days, 4:40:14
2023-07-25 04:33:29,421 semantic_segmentation INFO: Iters: 37870/150000 || Lr: 0.015392 || Task Loss: 0.3292 || KD Loss: 0.0798|| 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: 17:47:13 || Estimated Time: 2 days, 4:39:57
2023-07-25 04:33:46,446 semantic_segmentation INFO: Iters: 37880/150000 || Lr: 0.015391 || Task Loss: 0.4970 || KD Loss: 0.0881|| 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: 17:47:30 || Estimated Time: 2 days, 4:39:41
2023-07-25 04:34:03,380 semantic_segmentation INFO: Iters: 37890/150000 || Lr: 0.015390 || Task Loss: 0.4068 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:47 || Estimated Time: 2 days, 4:39:24
2023-07-25 04:34:20,761 semantic_segmentation INFO: Iters: 37900/150000 || Lr: 0.015389 || Task Loss: 0.4975 || KD Loss: 0.1754|| 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: 17:48:05 || Estimated Time: 2 days, 4:39:08
2023-07-25 04:34:37,970 semantic_segmentation INFO: Iters: 37910/150000 || Lr: 0.015387 || Task Loss: 0.5143 || KD Loss: 0.0877|| 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: 17:48:22 || Estimated Time: 2 days, 4:38:52
2023-07-25 04:34:54,847 semantic_segmentation INFO: Iters: 37920/150000 || Lr: 0.015386 || Task Loss: 0.4712 || KD Loss: 0.1092|| 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: 17:48:39 || Estimated Time: 2 days, 4:38:35
2023-07-25 04:35:11,826 semantic_segmentation INFO: Iters: 37930/150000 || Lr: 0.015385 || Task Loss: 0.3854 || KD Loss: 0.0885|| 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: 17:48:56 || Estimated Time: 2 days, 4:38:18
2023-07-25 04:35:29,268 semantic_segmentation INFO: Iters: 37940/150000 || Lr: 0.015384 || Task Loss: 0.4241 || KD Loss: 0.1016|| 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: 17:49:13 || Estimated Time: 2 days, 4:38:03
2023-07-25 04:35:46,156 semantic_segmentation INFO: Iters: 37950/150000 || Lr: 0.015382 || Task Loss: 0.3831 || KD Loss: 0.0852|| 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: 17:49:30 || Estimated Time: 2 days, 4:37:46
2023-07-25 04:36:03,019 semantic_segmentation INFO: Iters: 37960/150000 || Lr: 0.015381 || Task Loss: 0.6267 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:47 || Estimated Time: 2 days, 4:37:29
2023-07-25 04:36:19,960 semantic_segmentation INFO: Iters: 37970/150000 || Lr: 0.015380 || Task Loss: 0.3940 || KD Loss: 0.1148|| 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: 17:50:04 || Estimated Time: 2 days, 4:37:12
2023-07-25 04:36:36,899 semantic_segmentation INFO: Iters: 37980/150000 || Lr: 0.015379 || Task Loss: 0.6021 || KD Loss: 0.1591|| 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: 17:50:21 || Estimated Time: 2 days, 4:36:55
2023-07-25 04:36:53,826 semantic_segmentation INFO: Iters: 37990/150000 || Lr: 0.015377 || Task Loss: 0.4421 || KD Loss: 0.1016|| 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: 17:50:38 || Estimated Time: 2 days, 4:36:39
2023-07-25 04:37:10,768 semantic_segmentation INFO: Iters: 38000/150000 || Lr: 0.015376 || Task Loss: 0.3966 || KD Loss: 0.0691|| 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: 17:50:55 || Estimated Time: 2 days, 4:36:22
2023-07-25 04:37:27,829 semantic_segmentation INFO: Iters: 38010/150000 || Lr: 0.015375 || Task Loss: 0.4715 || KD Loss: 0.1537|| 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: 17:51:12 || Estimated Time: 2 days, 4:36:05
2023-07-25 04:37:44,754 semantic_segmentation INFO: Iters: 38020/150000 || Lr: 0.015374 || Task Loss: 0.5089 || KD Loss: 0.1370|| 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: 17:51:29 || Estimated Time: 2 days, 4:35:48
2023-07-25 04:38:01,717 semantic_segmentation INFO: Iters: 38030/150000 || Lr: 0.015372 || Task Loss: 0.4508 || KD Loss: 0.1459|| 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: 17:51:46 || Estimated Time: 2 days, 4:35:32
2023-07-25 04:38:18,586 semantic_segmentation INFO: Iters: 38040/150000 || Lr: 0.015371 || Task Loss: 0.4420 || KD Loss: 0.1257|| 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: 17:52:03 || Estimated Time: 2 days, 4:35:15
2023-07-25 04:38:35,532 semantic_segmentation INFO: Iters: 38050/150000 || Lr: 0.015370 || Task Loss: 0.5599 || KD Loss: 0.1008|| 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: 17:52:20 || Estimated Time: 2 days, 4:34:58
2023-07-25 04:38:52,476 semantic_segmentation INFO: Iters: 38060/150000 || Lr: 0.015369 || Task Loss: 0.3797 || KD Loss: 0.0960|| 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: 17:52:36 || Estimated Time: 2 days, 4:34:41
2023-07-25 04:39:09,406 semantic_segmentation INFO: Iters: 38070/150000 || Lr: 0.015367 || Task Loss: 0.5387 || KD Loss: 0.1211|| 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: 17:52:53 || Estimated Time: 2 days, 4:34:24
2023-07-25 04:39:26,591 semantic_segmentation INFO: Iters: 38080/150000 || Lr: 0.015366 || Task Loss: 0.4602 || KD Loss: 0.1163|| 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: 17:53:11 || Estimated Time: 2 days, 4:34:08
2023-07-25 04:39:43,506 semantic_segmentation INFO: Iters: 38090/150000 || Lr: 0.015365 || Task Loss: 0.4790 || KD Loss: 0.1454|| 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: 17:53:27 || Estimated Time: 2 days, 4:33:51
2023-07-25 04:40:00,779 semantic_segmentation INFO: Iters: 38100/150000 || Lr: 0.015364 || Task Loss: 0.5151 || KD Loss: 0.1339|| 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: 17:53:45 || Estimated Time: 2 days, 4:33:36
2023-07-25 04:40:19,258 semantic_segmentation INFO: Iters: 38110/150000 || Lr: 0.015363 || Task Loss: 0.4566 || KD Loss: 0.0836|| 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: 17:54:03 || Estimated Time: 2 days, 4:33:23
2023-07-25 04:40:38,285 semantic_segmentation INFO: Iters: 38120/150000 || Lr: 0.015361 || Task Loss: 0.4037 || KD Loss: 0.0911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:22 || Estimated Time: 2 days, 4:33:12
2023-07-25 04:40:55,163 semantic_segmentation INFO: Iters: 38130/150000 || Lr: 0.015360 || Task Loss: 0.4716 || KD Loss: 0.0820|| 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: 17:54:39 || Estimated Time: 2 days, 4:32:55
2023-07-25 04:41:12,087 semantic_segmentation INFO: Iters: 38140/150000 || Lr: 0.015359 || Task Loss: 0.5297 || KD Loss: 0.1145|| 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: 17:54:56 || Estimated Time: 2 days, 4:32:39
2023-07-25 04:41:28,967 semantic_segmentation INFO: Iters: 38150/150000 || Lr: 0.015358 || Task Loss: 0.4392 || KD Loss: 0.0932|| 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: 17:55:13 || Estimated Time: 2 days, 4:32:22
2023-07-25 04:41:45,928 semantic_segmentation INFO: Iters: 38160/150000 || Lr: 0.015356 || Task Loss: 0.5134 || KD Loss: 0.1296|| 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: 17:55:30 || Estimated Time: 2 days, 4:32:05
2023-07-25 04:42:02,856 semantic_segmentation INFO: Iters: 38170/150000 || Lr: 0.015355 || Task Loss: 0.5029 || KD Loss: 0.1354|| 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: 17:55:47 || Estimated Time: 2 days, 4:31:48
2023-07-25 04:42:20,062 semantic_segmentation INFO: Iters: 38180/150000 || Lr: 0.015354 || Task Loss: 0.4084 || KD Loss: 0.1128|| 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: 17:56:04 || Estimated Time: 2 days, 4:31:32
2023-07-25 04:42:36,847 semantic_segmentation INFO: Iters: 38190/150000 || Lr: 0.015353 || Task Loss: 0.4716 || KD Loss: 0.1434|| 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: 17:56:21 || Estimated Time: 2 days, 4:31:15
2023-07-25 04:42:53,838 semantic_segmentation INFO: Iters: 38200/150000 || Lr: 0.015351 || Task Loss: 0.4406 || KD Loss: 0.0886|| 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: 17:56:38 || Estimated Time: 2 days, 4:30:58
2023-07-25 04:43:10,649 semantic_segmentation INFO: Iters: 38210/150000 || Lr: 0.015350 || Task Loss: 0.4314 || KD Loss: 0.1493|| 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: 17:56:55 || Estimated Time: 2 days, 4:30:41
2023-07-25 04:43:27,587 semantic_segmentation INFO: Iters: 38220/150000 || Lr: 0.015349 || Task Loss: 0.4898 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 4:30:24
2023-07-25 04:43:44,453 semantic_segmentation INFO: Iters: 38230/150000 || Lr: 0.015348 || Task Loss: 0.6810 || KD Loss: 0.1574|| 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: 17:57:28 || Estimated Time: 2 days, 4:30:07
2023-07-25 04:44:01,357 semantic_segmentation INFO: Iters: 38240/150000 || Lr: 0.015346 || Task Loss: 0.5346 || KD Loss: 0.1173|| 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: 17:57:45 || Estimated Time: 2 days, 4:29:50
2023-07-25 04:44:18,301 semantic_segmentation INFO: Iters: 38250/150000 || Lr: 0.015345 || Task Loss: 0.6056 || KD Loss: 0.2060|| 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: 17:58:02 || Estimated Time: 2 days, 4:29:33
2023-07-25 04:44:35,228 semantic_segmentation INFO: Iters: 38260/150000 || Lr: 0.015344 || Task Loss: 0.7434 || KD Loss: 0.2350|| 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: 17:58:19 || Estimated Time: 2 days, 4:29:16
2023-07-25 04:44:52,084 semantic_segmentation INFO: Iters: 38270/150000 || Lr: 0.015343 || Task Loss: 0.4677 || KD Loss: 0.1180|| 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: 17:58:36 || Estimated Time: 2 days, 4:28:59
2023-07-25 04:45:09,015 semantic_segmentation INFO: Iters: 38280/150000 || Lr: 0.015342 || Task Loss: 0.6683 || KD Loss: 0.2067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:53 || Estimated Time: 2 days, 4:28:42
2023-07-25 04:45:25,904 semantic_segmentation INFO: Iters: 38290/150000 || Lr: 0.015340 || Task Loss: 0.4355 || KD Loss: 0.1100|| 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: 17:59:10 || Estimated Time: 2 days, 4:28:25
2023-07-25 04:45:42,804 semantic_segmentation INFO: Iters: 38300/150000 || Lr: 0.015339 || Task Loss: 0.7595 || KD Loss: 0.3221|| 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: 17:59:27 || Estimated Time: 2 days, 4:28:08
2023-07-25 04:45:59,790 semantic_segmentation INFO: Iters: 38310/150000 || Lr: 0.015338 || Task Loss: 0.4752 || KD Loss: 0.1108|| 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: 17:59:44 || Estimated Time: 2 days, 4:27:52
2023-07-25 04:46:16,665 semantic_segmentation INFO: Iters: 38320/150000 || Lr: 0.015337 || Task Loss: 0.3700 || KD Loss: 0.0800|| 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: 18:00:01 || Estimated Time: 2 days, 4:27:35
2023-07-25 04:46:33,606 semantic_segmentation INFO: Iters: 38330/150000 || Lr: 0.015335 || Task Loss: 0.5805 || KD Loss: 0.1800|| 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: 18:00:18 || Estimated Time: 2 days, 4:27:18
2023-07-25 04:46:50,465 semantic_segmentation INFO: Iters: 38340/150000 || Lr: 0.015334 || Task Loss: 0.6206 || KD Loss: 0.2324|| 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: 18:00:34 || Estimated Time: 2 days, 4:27:01
2023-07-25 04:47:07,383 semantic_segmentation INFO: Iters: 38350/150000 || Lr: 0.015333 || Task Loss: 0.5727 || KD Loss: 0.1818|| 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: 18:00:51 || Estimated Time: 2 days, 4:26:44
2023-07-25 04:47:24,346 semantic_segmentation INFO: Iters: 38360/150000 || Lr: 0.015332 || Task Loss: 0.5447 || KD Loss: 0.0857|| 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: 18:01:08 || Estimated Time: 2 days, 4:26:27
2023-07-25 04:47:41,583 semantic_segmentation INFO: Iters: 38370/150000 || Lr: 0.015330 || Task Loss: 0.9151 || KD Loss: 0.2675|| 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: 18:01:26 || Estimated Time: 2 days, 4:26:11
2023-07-25 04:47:58,499 semantic_segmentation INFO: Iters: 38380/150000 || Lr: 0.015329 || Task Loss: 0.5257 || KD Loss: 0.1760|| 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: 18:01:42 || Estimated Time: 2 days, 4:25:54
2023-07-25 04:48:15,390 semantic_segmentation INFO: Iters: 38390/150000 || Lr: 0.015328 || Task Loss: 0.5013 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:59 || Estimated Time: 2 days, 4:25:37
2023-07-25 04:48:32,315 semantic_segmentation INFO: Iters: 38400/150000 || Lr: 0.015327 || Task Loss: 0.5471 || KD Loss: 0.1670|| 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: 18:02:16 || Estimated Time: 2 days, 4:25:21
2023-07-25 04:48:32,434 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 04:48:32,897 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.081
2023-07-25 04:48:32,924 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.126
2023-07-25 04:48:32,936 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.154
2023-07-25 04:48:32,949 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.154
2023-07-25 04:48:32,963 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.216
2023-07-25 04:48:32,974 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.260
2023-07-25 04:48:32,988 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.302
2023-07-25 04:48:33,002 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.311
2023-07-25 04:48:33,014 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.337
2023-07-25 04:48:33,027 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.379
2023-07-25 04:48:33,041 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.381
2023-07-25 04:48:33,056 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.928, mIoU: 0.427
2023-07-25 04:48:33,069 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.397
2023-07-25 04:48:33,083 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.896, mIoU: 0.373
2023-07-25 04:48:33,098 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.898, mIoU: 0.370
2023-07-25 04:48:33,111 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.898, mIoU: 0.364
2023-07-25 04:48:33,122 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.890, mIoU: 0.349
2023-07-25 04:48:33,135 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.883, mIoU: 0.343
2023-07-25 04:48:33,149 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.882, mIoU: 0.342
2023-07-25 04:48:33,165 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.884, mIoU: 0.378
2023-07-25 04:48:33,180 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.380
2023-07-25 04:48:33,195 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.891, mIoU: 0.391
2023-07-25 04:48:33,210 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.889, mIoU: 0.405
2023-07-25 04:48:33,226 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.892, mIoU: 0.412
2023-07-25 04:48:33,241 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.893, mIoU: 0.413
2023-07-25 04:48:33,255 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.890, mIoU: 0.416
2023-07-25 04:48:33,270 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.892, mIoU: 0.419
2023-07-25 04:48:33,282 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.895, mIoU: 0.420
2023-07-25 04:48:33,298 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.894, mIoU: 0.423
2023-07-25 04:48:33,314 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.897, mIoU: 0.423
2023-07-25 04:48:33,329 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.900, mIoU: 0.424
2023-07-25 04:48:33,345 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.902, mIoU: 0.423
2023-07-25 04:48:33,360 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.905, mIoU: 0.435
2023-07-25 04:48:33,376 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.906, mIoU: 0.434
2023-07-25 04:48:33,391 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.909, mIoU: 0.477
2023-07-25 04:48:33,406 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.909, mIoU: 0.477
2023-07-25 04:48:33,420 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.911, mIoU: 0.481
2023-07-25 04:48:33,433 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.525
2023-07-25 04:48:33,450 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.526
2023-07-25 04:48:33,464 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.526
2023-07-25 04:48:33,478 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.551
2023-07-25 04:48:33,493 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.911, mIoU: 0.543
2023-07-25 04:48:33,507 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.541
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2023-07-25 04:48:33,729 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.910, mIoU: 0.546
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2023-07-25 04:48:33,758 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.906, mIoU: 0.584
2023-07-25 04:48:33,771 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.903, mIoU: 0.551
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2023-07-25 04:48:33,921 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-25 04:48:33,980 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.906, mIoU: 0.608
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2023-07-25 04:48:34,010 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 04:48:34,020 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.899, mIoU: 0.599
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2023-07-25 04:48:34,065 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.896, mIoU: 0.618
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2023-07-25 04:48:35,002 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.897, mIoU: 0.574
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2023-07-25 04:48:39,814 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.881, mIoU: 0.553
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2023-07-25 04:48:40,002 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.883, mIoU: 0.560
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2023-07-25 04:48:40,265 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.883, mIoU: 0.557
2023-07-25 04:48:40,279 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.884, mIoU: 0.557
2023-07-25 04:48:40,295 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.884, mIoU: 0.560
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2023-07-25 04:48:40,717 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.886, mIoU: 0.570
2023-07-25 04:48:40,731 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.886, mIoU: 0.571
2023-07-25 04:48:40,746 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.886, mIoU: 0.571
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2023-07-25 04:48:40,772 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.885, mIoU: 0.569
2023-07-25 04:48:40,785 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.885, mIoU: 0.568
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2023-07-25 04:48:40,813 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.886, mIoU: 0.568
2023-07-25 04:48:40,829 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.886, mIoU: 0.569
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2023-07-25 04:48:40,919 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.886, mIoU: 0.572
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2023-07-25 04:48:42,154 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.890, mIoU: 0.578
2023-07-25 04:48:42,169 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.890, mIoU: 0.578
2023-07-25 04:48:42,186 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,199 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,213 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,227 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,241 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,257 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,272 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.890, mIoU: 0.579
2023-07-25 04:48:42,287 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.890, mIoU: 0.580
2023-07-25 04:48:42,302 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.890, mIoU: 0.580
2023-07-25 04:48:42,317 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.890, mIoU: 0.580
2023-07-25 04:48:42,330 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.890, mIoU: 0.580
2023-07-25 04:48:42,345 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.890, mIoU: 0.580
2023-07-25 04:48:42,360 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.890, mIoU: 0.581
2023-07-25 04:48:42,373 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-25 04:48:42,385 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-25 04:48:42,399 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-25 04:48:42,414 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.890, mIoU: 0.581
2023-07-25 04:48:42,429 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.890, mIoU: 0.581
2023-07-25 04:48:42,442 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.890, mIoU: 0.581
2023-07-25 04:48:42,456 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-25 04:48:42,471 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.890, mIoU: 0.582
2023-07-25 04:48:42,486 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.891, mIoU: 0.582
2023-07-25 04:48:42,499 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.891, mIoU: 0.582
2023-07-25 04:48:42,512 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,521 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,536 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,552 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-25 04:48:42,568 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-25 04:48:42,586 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-25 04:48:42,600 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-25 04:48:42,615 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.891, mIoU: 0.585
2023-07-25 04:48:42,631 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,646 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,658 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,673 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,688 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,703 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.892, mIoU: 0.582
2023-07-25 04:48:42,718 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-25 04:48:42,730 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-25 04:48:42,743 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.892, mIoU: 0.583
2023-07-25 04:48:42,757 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,771 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,784 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.891, mIoU: 0.584
2023-07-25 04:48:42,797 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,810 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.891, mIoU: 0.583
2023-07-25 04:48:42,824 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.891, mIoU: 0.585
2023-07-25 04:48:42,841 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.892, mIoU: 0.585
2023-07-25 04:48:42,852 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,866 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,880 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,891 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.892, mIoU: 0.584
2023-07-25 04:48:42,906 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.892, mIoU: 0.585
2023-07-25 04:48:42,921 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.892, mIoU: 0.585
2023-07-25 04:48:42,937 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-25 04:48:42,952 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-25 04:48:42,967 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-25 04:48:42,982 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-25 04:48:42,995 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.893, mIoU: 0.585
2023-07-25 04:48:43,010 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-25 04:48:43,026 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-25 04:48:43,042 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-25 04:48:43,058 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.893, mIoU: 0.586
2023-07-25 04:48:43,073 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,089 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,102 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,115 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,128 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,143 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,160 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,173 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,186 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,201 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,215 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.893, mIoU: 0.587
2023-07-25 04:48:43,230 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.893, mIoU: 0.588
2023-07-25 04:48:43,245 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,260 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,273 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,288 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,301 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,315 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,331 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,345 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,361 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,374 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,390 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,405 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,418 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,431 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,446 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,461 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,476 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,491 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,503 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,517 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,531 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,545 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:43,561 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:43,579 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,594 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,611 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,624 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:43,640 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,655 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,669 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,683 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,698 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,713 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,726 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,741 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,756 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,770 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:43,783 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,798 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,813 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:43,830 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:43,843 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:43,857 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:43,870 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,885 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,898 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,912 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,928 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,944 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:43,957 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,973 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:43,989 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,005 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,022 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,036 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,048 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,063 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,077 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,091 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,104 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:44,120 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,133 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,146 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,160 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,175 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,189 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,205 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,217 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,230 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,245 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,259 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,274 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,289 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,301 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,314 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,326 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,343 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,359 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:44,374 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,388 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,400 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,413 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,428 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,444 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-25 04:48:44,457 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-25 04:48:44,472 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-25 04:48:44,486 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,501 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,515 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,529 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,542 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,557 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,572 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,585 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.894, mIoU: 0.585
2023-07-25 04:48:44,602 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:44,617 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:44,632 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:44,646 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:44,661 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,676 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,691 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,704 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,720 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,735 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,748 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,762 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,775 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,792 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,806 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,823 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,839 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,851 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,866 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,882 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,897 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,911 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,926 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,941 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:44,954 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,968 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,984 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:44,998 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,011 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,022 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,039 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,053 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:45,068 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:45,081 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.894, mIoU: 0.586
2023-07-25 04:48:45,096 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:45,110 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,125 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,139 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,152 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,167 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,181 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,196 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,210 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,223 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,239 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,252 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,267 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,282 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,298 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,312 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,327 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,342 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,357 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,373 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,387 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,403 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,418 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,428 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,442 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,455 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,470 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,484 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,500 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,512 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,527 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,541 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,555 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,571 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,587 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,601 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,618 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,634 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,648 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:45,661 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,676 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,691 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,706 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:45,719 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:45,734 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:45,749 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.894, mIoU: 0.588
2023-07-25 04:48:45,762 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.894, mIoU: 0.587
2023-07-25 04:48:45,776 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,791 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,804 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,818 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,832 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,846 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,861 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,876 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,890 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,906 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,921 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,933 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:45,946 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:45,961 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:45,974 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:45,987 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,002 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,016 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,031 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,047 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,059 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,072 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,088 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,102 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,115 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,130 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,142 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,158 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,172 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,188 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,203 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,218 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,227 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,243 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,258 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,271 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,286 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,300 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,315 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,329 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,344 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,359 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 04:48:46,374 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 04:48:46,389 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 04:48:46,404 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 04:48:46,420 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 04:48:46,435 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 04:48:46,448 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 04:48:46,463 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.896, mIoU: 0.585
2023-07-25 04:48:46,477 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 04:48:46,491 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 04:48:46,504 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.896, mIoU: 0.586
2023-07-25 04:48:46,518 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,533 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,547 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,555 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,568 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,581 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,593 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.895, mIoU: 0.587
2023-07-25 04:48:46,605 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,622 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,638 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,653 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,665 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:46,678 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,692 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.895, mIoU: 0.588
2023-07-25 04:48:46,703 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:46,718 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.895, mIoU: 0.589
2023-07-25 04:48:46,731 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:46,746 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:46,761 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:46,776 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:46,791 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:46,802 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:46,815 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:46,830 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,845 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,860 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,875 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,887 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,897 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,908 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,921 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,932 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,947 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:46,960 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:46,974 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:46,990 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:47,005 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:47,019 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:47,034 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-25 04:48:47,049 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-25 04:48:47,064 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,080 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,094 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,108 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:47,123 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:47,138 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,151 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,164 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,179 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,191 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,208 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,221 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,236 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,251 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,269 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,285 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,298 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,313 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,329 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,344 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,360 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,373 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,385 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-25 04:48:47,400 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-25 04:48:47,414 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.897, mIoU: 0.595
2023-07-25 04:48:47,429 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.897, mIoU: 0.596
2023-07-25 04:48:47,443 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,458 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,473 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.897, mIoU: 0.594
2023-07-25 04:48:47,488 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,502 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,514 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,529 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,539 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,551 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,566 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,577 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,592 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,607 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,623 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,640 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,656 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,671 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,686 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,699 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,714 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,727 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,743 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,758 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,771 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,786 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,799 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,813 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,828 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,844 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:47,859 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:47,874 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:47,887 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:47,899 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:47,914 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:47,927 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,940 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,955 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.593
2023-07-25 04:48:47,969 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.592
2023-07-25 04:48:47,984 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.593
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2023-07-25 04:48:48,010 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.896, mIoU: 0.590
2023-07-25 04:48:48,025 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.895, mIoU: 0.590
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2023-07-25 04:48:48,113 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:48,129 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:48,144 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:48,159 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.895, mIoU: 0.590
2023-07-25 04:48:48,174 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:48,188 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:48,203 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.591
2023-07-25 04:48:48,218 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:48,233 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.896, mIoU: 0.592
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2023-07-25 04:48:50,495 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,512 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,525 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,540 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,554 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,569 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,584 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,597 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,610 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,625 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,640 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,655 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.595
2023-07-25 04:48:50,669 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:50,684 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:50,699 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:50,713 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:50,726 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,739 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,754 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:50,769 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,783 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,798 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,813 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,828 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,841 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,856 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,871 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,884 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,899 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,914 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,929 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,944 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,958 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:50,973 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:50,987 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,002 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,016 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,032 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,047 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,061 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,076 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,091 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,104 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,117 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,132 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,148 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,161 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,176 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,192 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,206 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,221 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:51,236 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,250 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,265 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,278 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,291 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,304 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,318 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,331 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,346 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,361 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:51,374 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,387 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,402 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,413 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,427 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,442 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,458 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,473 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,489 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,502 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,517 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,532 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 04:48:51,546 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 04:48:51,562 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 04:48:51,578 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 04:48:51,594 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,607 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,623 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.894, mIoU: 0.593
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2023-07-25 04:48:51,653 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.894, mIoU: 0.593
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2023-07-25 04:48:51,682 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.894, mIoU: 0.593
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2023-07-25 04:48:51,742 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.894, mIoU: 0.594
2023-07-25 04:48:51,755 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,770 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,784 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,799 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,814 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,829 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.894, mIoU: 0.593
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2023-07-25 04:48:51,859 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,869 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,883 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,896 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,909 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,926 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,941 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,956 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,968 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,981 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:51,995 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,010 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,024 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,039 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,054 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.895, mIoU: 0.593
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2023-07-25 04:48:52,098 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.895, mIoU: 0.594
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2023-07-25 04:48:52,126 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:52,140 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:52,153 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:52,168 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:52,180 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.895, mIoU: 0.594
2023-07-25 04:48:52,195 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.895, mIoU: 0.594
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2023-07-25 04:48:52,278 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.895, mIoU: 0.593
2023-07-25 04:48:52,293 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,308 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,322 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.894, mIoU: 0.593
2023-07-25 04:48:52,336 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:52,351 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.894, mIoU: 0.592
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2023-07-25 04:48:52,381 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.894, mIoU: 0.592
2023-07-25 04:48:52,394 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:52,410 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:52,427 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.894, mIoU: 0.591
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2023-07-25 04:48:52,458 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.894, mIoU: 0.591
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2023-07-25 04:48:52,509 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.894, mIoU: 0.591
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2023-07-25 04:48:52,552 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:52,566 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:52,582 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:52,597 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.894, mIoU: 0.591
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2023-07-25 04:48:52,894 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-25 04:48:53,036 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.894, mIoU: 0.590
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2023-07-25 04:48:53,195 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.894, mIoU: 0.589
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2023-07-25 04:48:53,255 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,269 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.590
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2023-07-25 04:48:53,307 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,322 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,338 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,352 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,367 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,379 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,388 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,405 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,420 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:48:53,434 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,448 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,462 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,477 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,489 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,504 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,518 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,533 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,547 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,561 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,575 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,590 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,605 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,618 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.591
2023-07-25 04:48:53,633 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-25 04:48:53,648 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.592
2023-07-25 04:48:53,663 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.894, mIoU: 0.591
2023-07-25 04:48:53,679 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-25 04:48:53,692 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-25 04:48:53,707 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-25 04:48:53,723 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.894, mIoU: 0.589
2023-07-25 04:48:53,740 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.894, mIoU: 0.590
2023-07-25 04:49:10,571 semantic_segmentation INFO: Iters: 38410/150000 || Lr: 0.015325 || Task Loss: 0.4413 || KD Loss: 0.1035|| 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: 18:02:55 || Estimated Time: 2 days, 4:26:06
2023-07-25 04:49:27,431 semantic_segmentation INFO: Iters: 38420/150000 || Lr: 0.015324 || Task Loss: 0.7382 || KD Loss: 0.2490|| 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: 18:03:11 || Estimated Time: 2 days, 4:25:48
2023-07-25 04:49:44,349 semantic_segmentation INFO: Iters: 38430/150000 || Lr: 0.015323 || Task Loss: 0.8009 || KD Loss: 0.2783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:28 || Estimated Time: 2 days, 4:25:32
2023-07-25 04:50:01,321 semantic_segmentation INFO: Iters: 38440/150000 || Lr: 0.015322 || Task Loss: 0.9669 || KD Loss: 0.4120|| 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: 18:03:45 || Estimated Time: 2 days, 4:25:15
2023-07-25 04:50:18,257 semantic_segmentation INFO: Iters: 38450/150000 || Lr: 0.015321 || Task Loss: 0.6722 || KD Loss: 0.1824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:02 || Estimated Time: 2 days, 4:24:58
2023-07-25 04:50:35,272 semantic_segmentation INFO: Iters: 38460/150000 || Lr: 0.015319 || Task Loss: 0.7133 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:19 || Estimated Time: 2 days, 4:24:41
2023-07-25 04:50:52,267 semantic_segmentation INFO: Iters: 38470/150000 || Lr: 0.015318 || Task Loss: 0.7246 || KD Loss: 0.2057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:36 || Estimated Time: 2 days, 4:24:25
2023-07-25 04:51:09,256 semantic_segmentation INFO: Iters: 38480/150000 || Lr: 0.015317 || Task Loss: 0.3962 || KD Loss: 0.0978|| 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: 18:04:53 || Estimated Time: 2 days, 4:24:08
2023-07-25 04:51:26,191 semantic_segmentation INFO: Iters: 38490/150000 || Lr: 0.015316 || Task Loss: 0.5081 || KD Loss: 0.1329|| 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: 18:05:10 || Estimated Time: 2 days, 4:23:51
2023-07-25 04:51:43,168 semantic_segmentation INFO: Iters: 38500/150000 || Lr: 0.015314 || Task Loss: 0.3705 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:27 || Estimated Time: 2 days, 4:23:34
2023-07-25 04:52:00,091 semantic_segmentation INFO: Iters: 38510/150000 || Lr: 0.015313 || Task Loss: 0.5634 || KD Loss: 0.1295|| 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: 18:05:44 || Estimated Time: 2 days, 4:23:17
2023-07-25 04:52:17,033 semantic_segmentation INFO: Iters: 38520/150000 || Lr: 0.015312 || Task Loss: 0.6419 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:01 || Estimated Time: 2 days, 4:23:01
2023-07-25 04:52:34,211 semantic_segmentation INFO: Iters: 38530/150000 || Lr: 0.015311 || Task Loss: 0.4361 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:18 || Estimated Time: 2 days, 4:22:44
2023-07-25 04:52:51,108 semantic_segmentation INFO: Iters: 38540/150000 || Lr: 0.015309 || Task Loss: 0.5152 || KD Loss: 0.1264|| 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: 18:06:35 || Estimated Time: 2 days, 4:22:28
2023-07-25 04:53:08,038 semantic_segmentation INFO: Iters: 38550/150000 || Lr: 0.015308 || Task Loss: 0.3882 || KD Loss: 0.0868|| 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: 18:06:52 || Estimated Time: 2 days, 4:22:11
2023-07-25 04:53:24,912 semantic_segmentation INFO: Iters: 38560/150000 || Lr: 0.015307 || Task Loss: 0.4390 || KD Loss: 0.0865|| 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: 18:07:09 || Estimated Time: 2 days, 4:21:54
2023-07-25 04:53:42,086 semantic_segmentation INFO: Iters: 38570/150000 || Lr: 0.015306 || Task Loss: 0.4409 || KD Loss: 0.1139|| 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: 18:07:26 || Estimated Time: 2 days, 4:21:37
2023-07-25 04:53:59,031 semantic_segmentation INFO: Iters: 38580/150000 || Lr: 0.015304 || Task Loss: 0.4970 || KD Loss: 0.1482|| 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: 18:07:43 || Estimated Time: 2 days, 4:21:21
2023-07-25 04:54:16,000 semantic_segmentation INFO: Iters: 38590/150000 || Lr: 0.015303 || Task Loss: 0.4646 || KD Loss: 0.1365|| 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: 18:08:00 || Estimated Time: 2 days, 4:21:04
2023-07-25 04:54:32,939 semantic_segmentation INFO: Iters: 38600/150000 || Lr: 0.015302 || Task Loss: 0.6088 || KD Loss: 0.1478|| 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: 18:08:17 || Estimated Time: 2 days, 4:20:47
2023-07-25 04:54:49,889 semantic_segmentation INFO: Iters: 38610/150000 || Lr: 0.015301 || Task Loss: 0.4589 || KD Loss: 0.0834|| 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: 18:08:34 || Estimated Time: 2 days, 4:20:30
2023-07-25 04:55:06,825 semantic_segmentation INFO: Iters: 38620/150000 || Lr: 0.015300 || Task Loss: 0.5726 || KD Loss: 0.1230|| 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: 18:08:51 || Estimated Time: 2 days, 4:20:13
2023-07-25 04:55:23,738 semantic_segmentation INFO: Iters: 38630/150000 || Lr: 0.015298 || Task Loss: 0.3997 || KD Loss: 0.1361|| 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: 18:09:08 || Estimated Time: 2 days, 4:19:56
2023-07-25 04:55:40,662 semantic_segmentation INFO: Iters: 38640/150000 || Lr: 0.015297 || Task Loss: 0.3709 || KD Loss: 0.1161|| 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: 18:09:25 || Estimated Time: 2 days, 4:19:40
2023-07-25 04:55:57,803 semantic_segmentation INFO: Iters: 38650/150000 || Lr: 0.015296 || Task Loss: 0.4321 || KD Loss: 0.1022|| 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: 18:09:42 || Estimated Time: 2 days, 4:19:23
2023-07-25 04:56:14,729 semantic_segmentation INFO: Iters: 38660/150000 || Lr: 0.015295 || Task Loss: 0.4216 || KD Loss: 0.1151|| 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: 18:09:59 || Estimated Time: 2 days, 4:19:06
2023-07-25 04:56:31,975 semantic_segmentation INFO: Iters: 38670/150000 || Lr: 0.015293 || Task Loss: 0.5018 || KD Loss: 0.2074|| 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: 18:10:16 || Estimated Time: 2 days, 4:18:50
2023-07-25 04:56:48,813 semantic_segmentation INFO: Iters: 38680/150000 || Lr: 0.015292 || Task Loss: 0.5026 || KD Loss: 0.1017|| 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: 18:10:33 || Estimated Time: 2 days, 4:18:33
2023-07-25 04:57:05,749 semantic_segmentation INFO: Iters: 38690/150000 || Lr: 0.015291 || Task Loss: 0.4112 || KD Loss: 0.0924|| 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: 18:10:50 || Estimated Time: 2 days, 4:18:16
2023-07-25 04:57:22,696 semantic_segmentation INFO: Iters: 38700/150000 || Lr: 0.015290 || Task Loss: 0.4610 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:07 || Estimated Time: 2 days, 4:18:00
2023-07-25 04:57:39,652 semantic_segmentation INFO: Iters: 38710/150000 || Lr: 0.015288 || Task Loss: 0.7557 || KD Loss: 0.2616|| 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: 18:11:24 || Estimated Time: 2 days, 4:17:43
2023-07-25 04:57:56,594 semantic_segmentation INFO: Iters: 38720/150000 || Lr: 0.015287 || Task Loss: 0.4778 || KD Loss: 0.1194|| 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: 18:11:41 || Estimated Time: 2 days, 4:17:26
2023-07-25 04:58:13,555 semantic_segmentation INFO: Iters: 38730/150000 || Lr: 0.015286 || Task Loss: 0.3059 || KD Loss: 0.0614|| 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: 18:11:58 || Estimated Time: 2 days, 4:17:09
2023-07-25 04:58:30,448 semantic_segmentation INFO: Iters: 38740/150000 || Lr: 0.015285 || Task Loss: 0.5391 || KD Loss: 0.1490|| 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: 18:12:14 || Estimated Time: 2 days, 4:16:52
2023-07-25 04:58:47,389 semantic_segmentation INFO: Iters: 38750/150000 || Lr: 0.015283 || Task Loss: 0.4491 || KD Loss: 0.1384|| 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: 18:12:31 || Estimated Time: 2 days, 4:16:35
2023-07-25 04:59:04,371 semantic_segmentation INFO: Iters: 38760/150000 || Lr: 0.015282 || Task Loss: 0.4212 || KD Loss: 0.1125|| 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: 18:12:48 || Estimated Time: 2 days, 4:16:19
2023-07-25 04:59:21,405 semantic_segmentation INFO: Iters: 38770/150000 || Lr: 0.015281 || Task Loss: 0.6654 || KD Loss: 0.2377|| 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: 18:13:05 || Estimated Time: 2 days, 4:16:02
2023-07-25 04:59:38,356 semantic_segmentation INFO: Iters: 38780/150000 || Lr: 0.015280 || Task Loss: 0.8518 || KD Loss: 0.3460|| 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: 18:13:22 || Estimated Time: 2 days, 4:15:45
2023-07-25 04:59:55,230 semantic_segmentation INFO: Iters: 38790/150000 || Lr: 0.015279 || Task Loss: 0.5454 || KD Loss: 0.1457|| 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: 18:13:39 || Estimated Time: 2 days, 4:15:28
2023-07-25 05:00:12,202 semantic_segmentation INFO: Iters: 38800/150000 || Lr: 0.015277 || Task Loss: 0.4837 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:56 || Estimated Time: 2 days, 4:15:11
2023-07-25 05:00:29,122 semantic_segmentation INFO: Iters: 38810/150000 || Lr: 0.015276 || Task Loss: 0.6569 || KD Loss: 0.1777|| 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: 18:14:13 || Estimated Time: 2 days, 4:14:54
2023-07-25 05:00:46,017 semantic_segmentation INFO: Iters: 38820/150000 || Lr: 0.015275 || Task Loss: 0.6779 || KD Loss: 0.2919|| 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: 18:14:30 || Estimated Time: 2 days, 4:14:37
2023-07-25 05:01:02,957 semantic_segmentation INFO: Iters: 38830/150000 || Lr: 0.015274 || Task Loss: 0.6337 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:47 || Estimated Time: 2 days, 4:14:21
2023-07-25 05:01:19,744 semantic_segmentation INFO: Iters: 38840/150000 || Lr: 0.015272 || Task Loss: 0.7947 || KD Loss: 0.2526|| 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: 18:15:04 || Estimated Time: 2 days, 4:14:03
2023-07-25 05:01:36,744 semantic_segmentation INFO: Iters: 38850/150000 || Lr: 0.015271 || Task Loss: 0.4799 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:15:21 || Estimated Time: 2 days, 4:13:47
2023-07-25 05:01:54,007 semantic_segmentation INFO: Iters: 38860/150000 || Lr: 0.015270 || Task Loss: 0.3997 || KD Loss: 0.1175|| 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: 18:15:38 || Estimated Time: 2 days, 4:13:31
2023-07-25 05:02:10,891 semantic_segmentation INFO: Iters: 38870/150000 || Lr: 0.015269 || Task Loss: 0.5366 || KD Loss: 0.1186|| 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: 18:15:55 || Estimated Time: 2 days, 4:13:14
2023-07-25 05:02:27,760 semantic_segmentation INFO: Iters: 38880/150000 || Lr: 0.015267 || Task Loss: 0.5161 || KD Loss: 0.1622|| 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: 18:16:12 || Estimated Time: 2 days, 4:12:57
2023-07-25 05:02:44,529 semantic_segmentation INFO: Iters: 38890/150000 || Lr: 0.015266 || Task Loss: 0.5023 || KD Loss: 0.0862|| 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: 18:16:29 || Estimated Time: 2 days, 4:12:39
2023-07-25 05:03:01,617 semantic_segmentation INFO: Iters: 38900/150000 || Lr: 0.015265 || Task Loss: 0.3898 || KD Loss: 0.0571|| 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: 18:16:46 || Estimated Time: 2 days, 4:12:23
2023-07-25 05:03:18,822 semantic_segmentation INFO: Iters: 38910/150000 || Lr: 0.015264 || Task Loss: 0.4934 || KD Loss: 0.1546|| 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: 18:17:03 || Estimated Time: 2 days, 4:12:07
2023-07-25 05:03:35,684 semantic_segmentation INFO: Iters: 38920/150000 || Lr: 0.015262 || Task Loss: 0.3682 || KD Loss: 0.0966|| 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: 18:17:20 || Estimated Time: 2 days, 4:11:50
2023-07-25 05:03:52,607 semantic_segmentation INFO: Iters: 38930/150000 || Lr: 0.015261 || Task Loss: 0.4208 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:17:37 || Estimated Time: 2 days, 4:11:33
2023-07-25 05:04:09,552 semantic_segmentation INFO: Iters: 38940/150000 || Lr: 0.015260 || Task Loss: 0.8459 || KD Loss: 0.3016|| 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: 18:17:54 || Estimated Time: 2 days, 4:11:16
2023-07-25 05:04:26,938 semantic_segmentation INFO: Iters: 38950/150000 || Lr: 0.015259 || Task Loss: 0.3172 || KD Loss: 0.0721|| 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: 18:18:11 || Estimated Time: 2 days, 4:11:00
2023-07-25 05:04:43,766 semantic_segmentation INFO: Iters: 38960/150000 || Lr: 0.015257 || Task Loss: 0.5628 || KD Loss: 0.1697|| 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: 18:18:28 || Estimated Time: 2 days, 4:10:43
2023-07-25 05:05:00,677 semantic_segmentation INFO: Iters: 38970/150000 || Lr: 0.015256 || Task Loss: 0.3705 || KD Loss: 0.1448|| 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: 18:18:45 || Estimated Time: 2 days, 4:10:26
2023-07-25 05:05:20,329 semantic_segmentation INFO: Iters: 38980/150000 || Lr: 0.015255 || Task Loss: 0.4702 || KD Loss: 0.1109|| 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: 18:19:04 || Estimated Time: 2 days, 4:10:17
2023-07-25 05:05:38,420 semantic_segmentation INFO: Iters: 38990/150000 || Lr: 0.015254 || Task Loss: 0.6694 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 4:10:04
2023-07-25 05:05:55,327 semantic_segmentation INFO: Iters: 39000/150000 || Lr: 0.015253 || Task Loss: 0.5505 || KD Loss: 0.1497|| 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: 18:19:39 || Estimated Time: 2 days, 4:09:47
2023-07-25 05:06:12,195 semantic_segmentation INFO: Iters: 39010/150000 || Lr: 0.015251 || Task Loss: 0.4000 || KD Loss: 0.0842|| 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: 18:19:56 || Estimated Time: 2 days, 4:09:30
2023-07-25 05:06:29,080 semantic_segmentation INFO: Iters: 39020/150000 || Lr: 0.015250 || Task Loss: 0.5688 || KD Loss: 0.1800|| 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: 18:20:13 || Estimated Time: 2 days, 4:09:13
2023-07-25 05:06:46,009 semantic_segmentation INFO: Iters: 39030/150000 || Lr: 0.015249 || Task Loss: 0.5161 || KD Loss: 0.1110|| 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: 18:20:30 || Estimated Time: 2 days, 4:08:56
2023-07-25 05:07:02,866 semantic_segmentation INFO: Iters: 39040/150000 || Lr: 0.015248 || Task Loss: 0.4693 || KD Loss: 0.1144|| 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: 18:20:47 || Estimated Time: 2 days, 4:08:39
2023-07-25 05:07:20,104 semantic_segmentation INFO: Iters: 39050/150000 || Lr: 0.015246 || Task Loss: 0.5035 || KD Loss: 0.1285|| 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: 18:21:04 || Estimated Time: 2 days, 4:08:23
2023-07-25 05:07:36,968 semantic_segmentation INFO: Iters: 39060/150000 || Lr: 0.015245 || Task Loss: 0.6286 || KD Loss: 0.1385|| 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: 18:21:21 || Estimated Time: 2 days, 4:08:06
2023-07-25 05:07:53,802 semantic_segmentation INFO: Iters: 39070/150000 || Lr: 0.015244 || Task Loss: 0.4554 || KD Loss: 0.0702|| 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: 18:21:38 || Estimated Time: 2 days, 4:07:48
2023-07-25 05:08:10,789 semantic_segmentation INFO: Iters: 39080/150000 || Lr: 0.015243 || Task Loss: 0.6688 || KD Loss: 0.1455|| 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: 18:21:55 || Estimated Time: 2 days, 4:07:32
2023-07-25 05:08:27,927 semantic_segmentation INFO: Iters: 39090/150000 || Lr: 0.015241 || Task Loss: 0.3573 || KD Loss: 0.1033|| 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: 18:22:12 || Estimated Time: 2 days, 4:07:15
2023-07-25 05:08:44,802 semantic_segmentation INFO: Iters: 39100/150000 || Lr: 0.015240 || Task Loss: 0.5941 || KD Loss: 0.1600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:29 || Estimated Time: 2 days, 4:06:58
2023-07-25 05:09:01,659 semantic_segmentation INFO: Iters: 39110/150000 || Lr: 0.015239 || Task Loss: 0.5137 || KD Loss: 0.1467|| 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: 18:22:46 || Estimated Time: 2 days, 4:06:41
2023-07-25 05:09:18,592 semantic_segmentation INFO: Iters: 39120/150000 || Lr: 0.015238 || Task Loss: 0.6017 || KD Loss: 0.1780|| 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: 18:23:03 || Estimated Time: 2 days, 4:06:24
2023-07-25 05:09:35,522 semantic_segmentation INFO: Iters: 39130/150000 || Lr: 0.015236 || Task Loss: 0.4558 || KD Loss: 0.1195|| 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: 18:23:20 || Estimated Time: 2 days, 4:06:07
2023-07-25 05:09:52,487 semantic_segmentation INFO: Iters: 39140/150000 || Lr: 0.015235 || Task Loss: 0.4095 || KD Loss: 0.0898|| 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: 18:23:36 || Estimated Time: 2 days, 4:05:51
2023-07-25 05:10:09,391 semantic_segmentation INFO: Iters: 39150/150000 || Lr: 0.015234 || Task Loss: 0.5227 || KD Loss: 0.2059|| 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: 18:23:53 || Estimated Time: 2 days, 4:05:34
2023-07-25 05:10:26,373 semantic_segmentation INFO: Iters: 39160/150000 || Lr: 0.015233 || Task Loss: 0.5175 || 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: 18:24:10 || Estimated Time: 2 days, 4:05:17
2023-07-25 05:10:43,244 semantic_segmentation INFO: Iters: 39170/150000 || Lr: 0.015232 || Task Loss: 0.4163 || KD Loss: 0.0998|| 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: 18:24:27 || Estimated Time: 2 days, 4:05:00
2023-07-25 05:11:00,180 semantic_segmentation INFO: Iters: 39180/150000 || Lr: 0.015230 || Task Loss: 0.4624 || KD Loss: 0.1479|| 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: 18:24:44 || Estimated Time: 2 days, 4:04:43
2023-07-25 05:11:16,998 semantic_segmentation INFO: Iters: 39190/150000 || Lr: 0.015229 || Task Loss: 0.4495 || KD Loss: 0.1317|| 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: 18:25:01 || Estimated Time: 2 days, 4:04:26
2023-07-25 05:11:33,970 semantic_segmentation INFO: Iters: 39200/150000 || Lr: 0.015228 || Task Loss: 0.6557 || KD Loss: 0.1681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:18 || Estimated Time: 2 days, 4:04:09
2023-07-25 05:11:34,082 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:11:34,531 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.088
2023-07-25 05:11:34,544 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.133
2023-07-25 05:11:34,557 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.159
2023-07-25 05:11:34,571 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.160
2023-07-25 05:11:34,585 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.933, mIoU: 0.213
2023-07-25 05:11:34,597 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.935, mIoU: 0.252
2023-07-25 05:11:34,610 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.295
2023-07-25 05:11:34,624 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.308
2023-07-25 05:11:34,636 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.941, mIoU: 0.335
2023-07-25 05:11:34,650 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.940, mIoU: 0.376
2023-07-25 05:11:34,664 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.939, mIoU: 0.448
2023-07-25 05:11:34,679 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.494
2023-07-25 05:11:34,691 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.483
2023-07-25 05:11:34,705 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.927, mIoU: 0.454
2023-07-25 05:11:34,719 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.445
2023-07-25 05:11:34,732 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.442
2023-07-25 05:11:34,742 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.916, mIoU: 0.434
2023-07-25 05:11:34,755 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.433
2023-07-25 05:11:34,770 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.425
2023-07-25 05:11:34,787 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.916, mIoU: 0.461
2023-07-25 05:11:34,801 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.920, mIoU: 0.464
2023-07-25 05:11:34,815 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.475
2023-07-25 05:11:34,829 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.919, mIoU: 0.504
2023-07-25 05:11:34,846 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.513
2023-07-25 05:11:34,862 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.515
2023-07-25 05:11:34,877 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.489
2023-07-25 05:11:34,892 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.921, mIoU: 0.491
2023-07-25 05:11:34,904 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.923, mIoU: 0.492
2023-07-25 05:11:34,920 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.483
2023-07-25 05:11:34,935 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.483
2023-07-25 05:11:34,949 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.485
2023-07-25 05:11:34,965 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.483
2023-07-25 05:11:34,980 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.491
2023-07-25 05:11:34,996 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.487
2023-07-25 05:11:35,011 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.527
2023-07-25 05:11:35,027 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.528
2023-07-25 05:11:35,041 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.532
2023-07-25 05:11:35,054 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.572
2023-07-25 05:11:35,071 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-25 05:11:35,084 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.575
2023-07-25 05:11:35,097 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.603
2023-07-25 05:11:35,112 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.603
2023-07-25 05:11:35,126 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.595
2023-07-25 05:11:35,140 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-25 05:11:35,155 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-25 05:11:35,169 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-25 05:11:35,186 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.607
2023-07-25 05:11:35,199 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-25 05:11:35,213 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-25 05:11:35,229 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.607
2023-07-25 05:11:35,245 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-25 05:11:35,261 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.606
2023-07-25 05:11:35,274 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.603
2023-07-25 05:11:35,290 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-25 05:11:35,305 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.604
2023-07-25 05:11:35,319 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-25 05:11:35,334 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-25 05:11:35,352 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.601
2023-07-25 05:11:35,365 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.603
2023-07-25 05:11:35,380 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.621
2023-07-25 05:11:35,394 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.627
2023-07-25 05:11:35,409 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-25 05:11:35,422 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.622
2023-07-25 05:11:35,440 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.624
2023-07-25 05:11:35,453 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.625
2023-07-25 05:11:35,468 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.623
2023-07-25 05:11:35,483 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.624
2023-07-25 05:11:35,496 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 05:11:35,511 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-25 05:11:35,527 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 05:11:35,543 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 05:11:35,556 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 05:11:35,570 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 05:11:35,585 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 05:11:35,600 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 05:11:35,615 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 05:11:35,629 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 05:11:35,638 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 05:11:35,653 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 05:11:35,670 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 05:11:35,682 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.916, mIoU: 0.674
2023-07-25 05:11:35,697 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.916, mIoU: 0.675
2023-07-25 05:11:35,712 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.672
2023-07-25 05:11:35,727 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.914, mIoU: 0.668
2023-07-25 05:11:35,742 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.669
2023-07-25 05:11:35,757 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.671
2023-07-25 05:11:35,773 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.666
2023-07-25 05:11:35,789 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-25 05:11:35,805 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.663
2023-07-25 05:11:35,818 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.663
2023-07-25 05:11:35,833 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.660
2023-07-25 05:11:35,848 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.915, mIoU: 0.661
2023-07-25 05:11:35,863 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.665
2023-07-25 05:11:35,878 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.916, mIoU: 0.669
2023-07-25 05:11:35,894 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.667
2023-07-25 05:11:35,909 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.667
2023-07-25 05:11:35,922 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.667
2023-07-25 05:11:35,936 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.916, mIoU: 0.668
2023-07-25 05:11:35,951 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-25 05:11:35,964 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.670
2023-07-25 05:11:35,979 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.669
2023-07-25 05:11:35,994 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 05:11:36,007 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 05:11:36,021 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 05:11:36,038 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 05:11:36,050 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 05:11:36,065 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 05:11:36,080 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-25 05:11:36,093 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 05:11:36,106 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 05:11:36,119 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 05:11:36,132 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:36,147 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:36,161 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:36,176 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:36,189 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:36,202 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:36,217 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:36,230 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 05:11:36,245 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 05:11:36,261 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 05:11:36,274 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 05:11:36,288 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 05:11:36,304 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 05:11:36,319 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 05:11:36,328 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 05:11:36,340 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 05:11:36,357 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 05:11:36,366 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 05:11:36,380 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 05:11:36,395 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 05:11:36,410 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 05:11:36,423 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 05:11:36,438 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 05:11:36,451 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 05:11:36,464 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 05:11:36,478 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 05:11:36,492 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 05:11:36,507 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 05:11:36,520 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 05:11:36,536 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 05:11:36,551 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 05:11:36,566 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 05:11:36,581 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 05:11:36,596 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 05:11:36,611 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 05:11:36,626 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 05:11:36,640 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:36,650 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 05:11:36,665 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:36,680 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 05:11:36,693 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 05:11:36,708 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:36,721 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:36,734 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:36,749 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:36,764 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:36,779 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:36,794 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:36,813 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:36,828 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:36,843 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:36,856 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:36,871 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:36,883 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 05:11:36,896 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 05:11:36,909 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 05:11:36,923 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 05:11:36,938 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 05:11:36,953 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 05:11:36,969 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 05:11:36,983 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 05:11:36,998 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 05:11:37,012 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 05:11:37,029 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 05:11:37,044 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 05:11:37,057 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 05:11:37,070 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 05:11:37,085 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 05:11:37,099 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 05:11:37,115 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 05:11:37,128 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.914, mIoU: 0.625
2023-07-25 05:11:37,143 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 05:11:37,159 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 05:11:37,175 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-25 05:11:40,054 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.912, mIoU: 0.633
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2023-07-25 05:11:40,357 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 05:11:40,999 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.910, mIoU: 0.628
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2023-07-25 05:11:42,927 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 05:11:42,941 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:42,954 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:42,969 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:42,984 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:42,996 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,012 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,027 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,042 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,057 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,072 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,083 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,098 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,113 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,128 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 05:11:43,143 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,158 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:43,170 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:43,185 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,200 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,215 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,228 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,243 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,257 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,272 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,286 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,301 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:43,315 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:43,330 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:43,344 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:43,358 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,370 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:43,385 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,399 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,414 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,426 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,441 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,454 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,469 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,484 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,500 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,515 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:43,530 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:43,545 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:43,559 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:43,573 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,588 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,603 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:43,621 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:43,637 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,652 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:43,663 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,677 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,692 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,706 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,721 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,734 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,748 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 05:11:43,763 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:43,779 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:43,794 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:43,809 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,822 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,837 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,849 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,863 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,878 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,893 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,909 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:43,924 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,938 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 05:11:43,951 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,966 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:43,980 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:43,992 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:44,006 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,019 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,035 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:44,049 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 05:11:44,062 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:44,076 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,091 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:44,106 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:44,119 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:44,132 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:44,140 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:44,155 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,170 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,184 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:44,200 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,214 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,229 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,245 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,260 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,272 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,287 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,301 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,316 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,331 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:44,344 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:44,357 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:44,370 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:44,383 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,396 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:44,409 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:44,422 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 05:11:44,437 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,452 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,464 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,478 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,491 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,503 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,518 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,534 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 05:11:44,549 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,564 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,579 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 05:11:44,594 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 05:11:44,607 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,622 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 05:11:44,637 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,654 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,670 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,685 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 05:11:44,700 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 05:11:44,713 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 05:11:44,726 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 05:11:44,738 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,753 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,770 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,782 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,795 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,810 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,824 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,838 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,853 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,868 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,881 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:44,896 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,910 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,926 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,942 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,956 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,972 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:44,985 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,001 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,017 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,030 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,043 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:45,058 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:45,073 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,089 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,104 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 05:11:45,116 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 05:11:45,129 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:45,143 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:45,156 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:45,171 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:45,188 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,201 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,216 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,229 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,243 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,258 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,271 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,284 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,299 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,314 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,327 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,342 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,357 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,370 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:45,383 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,398 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,413 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,430 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,443 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,457 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,470 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:45,487 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,500 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:45,514 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:45,530 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,546 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,559 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,575 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,591 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,607 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,623 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,636 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,649 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,663 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,677 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,690 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,702 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:45,717 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,730 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,743 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,757 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,772 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,786 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,802 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,814 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,827 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,841 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,856 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,870 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,885 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,897 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,911 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,924 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,941 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,957 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,971 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:45,985 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:45,996 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,011 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,026 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,041 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:46,054 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:46,069 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:46,082 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,098 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,111 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,126 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,138 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,153 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,168 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,181 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,196 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,211 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,226 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,240 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,255 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,270 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,284 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,298 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,313 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,328 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,341 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,354 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,368 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 05:11:46,384 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,398 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,414 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,429 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,440 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,455 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,471 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 05:11:46,485 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,498 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,514 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,529 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,542 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,556 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,571 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 05:11:46,586 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 05:11:46,598 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,610 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 05:11:46,626 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,640 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,655 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,667 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,682 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,697 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,711 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,726 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,739 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,753 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,766 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,781 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,795 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 05:11:46,808 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 05:11:46,823 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,836 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:46,851 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,866 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,881 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,895 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,910 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:46,925 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,940 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,957 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,971 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:46,987 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,001 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,011 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,026 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,038 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,053 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,068 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,083 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,096 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,111 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,125 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,140 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,156 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,172 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,185 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,201 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,216 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,231 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,244 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,259 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:47,274 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,290 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,303 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,319 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 05:11:47,334 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:47,347 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,361 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:47,376 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:47,389 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 05:11:47,403 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,416 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,431 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,445 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,460 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,474 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,489 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,504 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,517 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 05:11:47,530 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 05:11:47,545 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,558 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,571 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,586 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,601 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,616 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,632 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,645 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,658 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,674 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 05:11:47,689 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:47,702 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:47,716 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,729 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,745 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,759 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,775 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,789 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,804 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,813 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,829 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,844 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:47,857 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,871 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,886 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,900 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,913 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,928 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,943 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,960 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:47,976 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:47,991 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,008 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,024 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,037 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,052 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,067 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,081 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,094 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,109 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,124 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,139 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,146 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,159 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,172 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,184 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,195 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,210 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:48,224 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,238 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,250 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:48,262 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:48,277 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 05:11:48,287 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:48,302 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:48,314 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,329 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,343 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,358 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,373 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:48,385 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:48,398 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:48,414 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 05:11:48,429 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,444 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,460 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,473 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,483 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,495 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,509 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,521 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,536 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,549 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:48,564 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,579 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,594 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,607 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,621 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,636 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,650 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,665 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,678 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,691 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,705 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,720 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:48,732 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,745 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,759 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,771 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 05:11:48,787 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,800 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,815 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,830 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:48,847 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,862 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,876 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,891 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,905 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,920 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,935 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,948 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,961 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:48,977 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 05:11:48,993 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:49,009 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 05:11:49,024 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:49,040 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:49,055 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 05:11:49,070 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,085 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,098 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,114 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,126 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,139 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,154 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 05:11:49,166 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,181 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,196 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,211 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:49,227 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,243 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,258 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,273 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,285 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,300 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,313 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,327 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,342 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,355 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,369 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,383 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,398 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,413 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,429 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,444 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,459 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,473 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,485 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,501 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,515 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,528 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,544 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,559 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,574 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,587 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,599 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,614 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,629 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,644 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,657 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,670 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,684 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:49,698 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:49,713 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:49,727 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,742 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,756 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,770 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 05:11:49,785 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,801 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,817 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,831 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 05:11:49,847 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,860 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,876 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,891 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,907 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,919 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 05:11:49,934 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:49,949 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:49,966 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:49,980 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:49,997 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,013 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,027 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,042 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,057 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,071 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,084 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,098 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,114 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,126 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,141 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,153 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 05:11:50,162 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,176 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,191 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,203 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 05:11:50,219 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:50,234 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:50,247 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,260 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,275 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:50,291 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:50,306 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:50,323 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 05:11:50,382 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 05:11:50,398 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 05:11:50,427 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 05:11:50,451 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,466 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,481 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,495 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:50,510 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 05:11:50,538 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 05:11:50,564 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:50,579 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:50,594 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:50,608 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:50,622 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:50,635 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:50,650 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 05:11:50,694 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 05:11:50,991 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,007 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:51,020 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 05:11:51,137 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:51,149 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,164 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:51,179 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 05:11:51,193 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,208 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 05:11:51,220 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,233 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,248 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,263 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,277 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,290 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,304 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,321 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,334 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,345 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,359 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,374 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,389 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,404 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:51,417 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:51,431 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,445 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 05:11:51,458 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,472 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,487 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,502 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,518 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,533 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,547 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,561 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,576 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,589 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,603 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 05:11:51,618 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 05:11:51,633 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,646 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,661 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,673 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,688 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,703 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,719 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,732 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,747 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,764 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:51,779 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 05:11:51,790 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,805 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,820 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,831 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,846 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,861 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,875 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,888 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 05:11:51,900 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,915 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,928 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,943 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,955 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,970 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,983 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:51,996 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:52,011 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:52,027 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:52,042 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 05:11:52,056 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:52,072 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,085 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:52,101 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,115 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,130 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,145 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 05:11:52,158 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,171 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,187 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,202 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,217 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 05:11:52,230 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,243 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,258 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,273 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,286 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,299 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,314 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,329 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,343 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,358 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,372 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,388 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,401 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,415 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,429 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,442 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,457 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,472 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,486 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,501 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 05:11:52,516 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,531 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,545 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,559 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,574 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,589 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,604 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,618 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:52,634 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,649 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,662 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,675 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,690 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,705 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,718 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,733 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,749 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,764 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,779 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,794 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,809 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,824 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,837 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,850 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,862 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,875 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,888 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,902 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,917 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:52,930 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 05:11:52,942 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,957 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,968 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,981 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:52,996 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,012 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,027 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,043 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,056 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,071 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,085 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,099 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,115 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,130 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,146 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,159 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,174 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,190 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,204 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,219 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,232 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,247 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,262 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,277 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,291 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,304 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,318 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,333 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,348 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,362 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,377 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,391 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,406 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,416 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,430 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 05:11:53,443 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.648
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2023-07-25 05:11:53,503 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.646
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2023-07-25 05:11:53,573 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 05:11:53,652 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-25 05:11:53,721 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,732 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:53,747 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 05:11:53,776 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 05:11:53,844 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:53,858 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,870 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,883 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,899 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,914 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:53,929 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:53,942 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:53,957 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:53,974 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:53,990 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,005 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,022 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,031 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,047 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,061 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,074 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,088 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,103 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,117 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,132 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,147 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,162 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,177 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,190 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,204 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,220 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,234 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,249 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,264 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,280 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,293 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,307 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,322 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,338 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,351 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,364 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,379 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,394 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,409 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,424 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,438 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,453 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,468 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,481 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,496 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,509 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,524 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,539 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,554 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,568 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,581 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 05:11:54,596 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,610 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,625 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,640 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,655 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,670 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,685 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,698 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,714 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,727 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,742 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,758 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,773 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,789 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,804 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 05:11:54,819 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 05:11:54,828 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 05:11:54,843 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,857 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,872 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 05:11:54,887 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,901 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 05:11:54,916 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,927 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,936 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,952 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,967 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,981 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:54,994 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,008 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,024 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,037 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,052 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,068 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,081 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,095 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 05:11:55,108 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,122 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,137 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,152 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,164 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,179 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,194 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,208 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,224 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:55,236 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:55,250 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:11:55,265 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 05:11:55,282 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 05:12:12,043 semantic_segmentation INFO: Iters: 39210/150000 || Lr: 0.015227 || Task Loss: 0.4768 || KD Loss: 0.0855|| 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: 18:25:56 || Estimated Time: 2 days, 4:04:52
2023-07-25 05:12:28,858 semantic_segmentation INFO: Iters: 39220/150000 || Lr: 0.015225 || Task Loss: 0.3961 || KD Loss: 0.1224|| 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: 18:26:13 || Estimated Time: 2 days, 4:04:35
2023-07-25 05:12:45,816 semantic_segmentation INFO: Iters: 39230/150000 || Lr: 0.015224 || Task Loss: 0.9532 || KD Loss: 0.3345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2759|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:30 || Estimated Time: 2 days, 4:04:18
2023-07-25 05:13:02,750 semantic_segmentation INFO: Iters: 39240/150000 || Lr: 0.015223 || Task Loss: 0.6181 || KD Loss: 0.1551|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:47 || Estimated Time: 2 days, 4:04:01
2023-07-25 05:13:20,013 semantic_segmentation INFO: Iters: 39250/150000 || Lr: 0.015222 || Task Loss: 1.0433 || KD Loss: 0.4434|| 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: 18:27:04 || Estimated Time: 2 days, 4:03:45
2023-07-25 05:13:37,095 semantic_segmentation INFO: Iters: 39260/150000 || Lr: 0.015220 || Task Loss: 0.3220 || KD Loss: 0.0725|| 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: 18:27:21 || Estimated Time: 2 days, 4:03:29
2023-07-25 05:13:54,037 semantic_segmentation INFO: Iters: 39270/150000 || Lr: 0.015219 || Task Loss: 0.5952 || KD Loss: 0.1432|| 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: 18:27:38 || Estimated Time: 2 days, 4:03:12
2023-07-25 05:14:10,978 semantic_segmentation INFO: Iters: 39280/150000 || Lr: 0.015218 || Task Loss: 0.5969 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:27:55 || Estimated Time: 2 days, 4:02:55
2023-07-25 05:14:28,020 semantic_segmentation INFO: Iters: 39290/150000 || Lr: 0.015217 || Task Loss: 0.5198 || KD Loss: 0.1343|| 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: 18:28:12 || Estimated Time: 2 days, 4:02:38
2023-07-25 05:14:45,372 semantic_segmentation INFO: Iters: 39300/150000 || Lr: 0.015215 || Task Loss: 0.4747 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:29 || Estimated Time: 2 days, 4:02:23
2023-07-25 05:15:02,828 semantic_segmentation INFO: Iters: 39310/150000 || Lr: 0.015214 || Task Loss: 0.7539 || KD Loss: 0.2047|| 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: 18:28:47 || Estimated Time: 2 days, 4:02:07
2023-07-25 05:15:19,653 semantic_segmentation INFO: Iters: 39320/150000 || Lr: 0.015213 || Task Loss: 0.7707 || KD Loss: 0.2337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:04 || Estimated Time: 2 days, 4:01:50
2023-07-25 05:15:36,588 semantic_segmentation INFO: Iters: 39330/150000 || Lr: 0.015212 || Task Loss: 0.5385 || KD Loss: 0.1840|| 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: 18:29:21 || Estimated Time: 2 days, 4:01:33
2023-07-25 05:15:53,504 semantic_segmentation INFO: Iters: 39340/150000 || Lr: 0.015210 || Task Loss: 0.4915 || KD Loss: 0.1535|| 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: 18:29:37 || Estimated Time: 2 days, 4:01:16
2023-07-25 05:16:10,425 semantic_segmentation INFO: Iters: 39350/150000 || Lr: 0.015209 || Task Loss: 0.5475 || KD Loss: 0.0978|| 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: 18:29:54 || Estimated Time: 2 days, 4:00:59
2023-07-25 05:16:27,327 semantic_segmentation INFO: Iters: 39360/150000 || Lr: 0.015208 || Task Loss: 0.4695 || KD Loss: 0.1330|| 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: 18:30:11 || Estimated Time: 2 days, 4:00:42
2023-07-25 05:16:44,295 semantic_segmentation INFO: Iters: 39370/150000 || Lr: 0.015207 || Task Loss: 0.3491 || KD Loss: 0.0930|| 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: 18:30:28 || Estimated Time: 2 days, 4:00:25
2023-07-25 05:17:01,231 semantic_segmentation INFO: Iters: 39380/150000 || Lr: 0.015206 || Task Loss: 0.5476 || KD Loss: 0.1557|| 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: 18:30:45 || Estimated Time: 2 days, 4:00:08
2023-07-25 05:17:18,095 semantic_segmentation INFO: Iters: 39390/150000 || Lr: 0.015204 || Task Loss: 0.3596 || KD Loss: 0.0929|| 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: 18:31:02 || Estimated Time: 2 days, 3:59:51
2023-07-25 05:17:35,080 semantic_segmentation INFO: Iters: 39400/150000 || Lr: 0.015203 || Task Loss: 0.5901 || KD Loss: 0.1312|| 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: 18:31:19 || Estimated Time: 2 days, 3:59:35
2023-07-25 05:17:52,059 semantic_segmentation INFO: Iters: 39410/150000 || Lr: 0.015202 || Task Loss: 0.3784 || KD Loss: 0.0782|| 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: 18:31:36 || Estimated Time: 2 days, 3:59:18
2023-07-25 05:18:08,952 semantic_segmentation INFO: Iters: 39420/150000 || Lr: 0.015201 || Task Loss: 0.4131 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:53 || Estimated Time: 2 days, 3:59:01
2023-07-25 05:18:26,021 semantic_segmentation INFO: Iters: 39430/150000 || Lr: 0.015199 || Task Loss: 0.4494 || KD Loss: 0.0695|| 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: 18:32:10 || Estimated Time: 2 days, 3:58:44
2023-07-25 05:18:42,902 semantic_segmentation INFO: Iters: 39440/150000 || Lr: 0.015198 || Task Loss: 0.4040 || KD Loss: 0.0671|| 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: 18:32:27 || Estimated Time: 2 days, 3:58:27
2023-07-25 05:18:59,845 semantic_segmentation INFO: Iters: 39450/150000 || Lr: 0.015197 || Task Loss: 0.5906 || KD Loss: 0.1303|| 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: 18:32:44 || Estimated Time: 2 days, 3:58:10
2023-07-25 05:19:16,863 semantic_segmentation INFO: Iters: 39460/150000 || Lr: 0.015196 || Task Loss: 0.6002 || KD Loss: 0.1653|| 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: 18:33:01 || Estimated Time: 2 days, 3:57:54
2023-07-25 05:19:33,808 semantic_segmentation INFO: Iters: 39470/150000 || Lr: 0.015194 || Task Loss: 0.5347 || KD Loss: 0.1010|| 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: 18:33:18 || Estimated Time: 2 days, 3:57:37
2023-07-25 05:19:50,744 semantic_segmentation INFO: Iters: 39480/150000 || Lr: 0.015193 || Task Loss: 0.3468 || KD Loss: 0.0814|| 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: 18:33:35 || Estimated Time: 2 days, 3:57:20
2023-07-25 05:20:07,541 semantic_segmentation INFO: Iters: 39490/150000 || Lr: 0.015192 || Task Loss: 0.4603 || KD Loss: 0.1116|| 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: 18:33:52 || Estimated Time: 2 days, 3:57:03
2023-07-25 05:20:24,524 semantic_segmentation INFO: Iters: 39500/150000 || Lr: 0.015191 || Task Loss: 0.5739 || KD Loss: 0.2312|| 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: 18:34:09 || Estimated Time: 2 days, 3:56:46
2023-07-25 05:20:41,468 semantic_segmentation INFO: Iters: 39510/150000 || Lr: 0.015189 || Task Loss: 0.5540 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:56:29
2023-07-25 05:20:58,414 semantic_segmentation INFO: Iters: 39520/150000 || Lr: 0.015188 || Task Loss: 0.4688 || KD Loss: 0.1242|| 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: 18:34:42 || Estimated Time: 2 days, 3:56:12
2023-07-25 05:21:15,405 semantic_segmentation INFO: Iters: 39530/150000 || Lr: 0.015187 || Task Loss: 0.5317 || KD Loss: 0.1454|| 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: 18:34:59 || Estimated Time: 2 days, 3:55:55
2023-07-25 05:21:32,303 semantic_segmentation INFO: Iters: 39540/150000 || Lr: 0.015186 || Task Loss: 0.3202 || KD Loss: 0.0714|| 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: 18:35:16 || Estimated Time: 2 days, 3:55:39
2023-07-25 05:21:49,196 semantic_segmentation INFO: Iters: 39550/150000 || Lr: 0.015185 || Task Loss: 0.3958 || KD Loss: 0.0815|| 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: 18:35:33 || Estimated Time: 2 days, 3:55:22
2023-07-25 05:22:06,567 semantic_segmentation INFO: Iters: 39560/150000 || Lr: 0.015183 || Task Loss: 0.4942 || KD Loss: 0.1037|| 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: 18:35:51 || Estimated Time: 2 days, 3:55:06
2023-07-25 05:22:23,848 semantic_segmentation INFO: Iters: 39570/150000 || Lr: 0.015182 || Task Loss: 0.5220 || KD Loss: 0.0721|| 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: 18:36:08 || Estimated Time: 2 days, 3:54:50
2023-07-25 05:22:40,580 semantic_segmentation INFO: Iters: 39580/150000 || Lr: 0.015181 || Task Loss: 0.5291 || KD Loss: 0.1150|| 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: 18:36:25 || Estimated Time: 2 days, 3:54:33
2023-07-25 05:22:57,583 semantic_segmentation INFO: Iters: 39590/150000 || Lr: 0.015180 || Task Loss: 0.4979 || KD Loss: 0.1307|| 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: 18:36:42 || Estimated Time: 2 days, 3:54:16
2023-07-25 05:23:14,443 semantic_segmentation INFO: Iters: 39600/150000 || Lr: 0.015178 || Task Loss: 0.4505 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:36:58 || Estimated Time: 2 days, 3:53:59
2023-07-25 05:23:31,372 semantic_segmentation INFO: Iters: 39610/150000 || Lr: 0.015177 || Task Loss: 0.6935 || KD Loss: 0.2247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:37:15 || Estimated Time: 2 days, 3:53:42
2023-07-25 05:23:48,324 semantic_segmentation INFO: Iters: 39620/150000 || Lr: 0.015176 || Task Loss: 0.5881 || KD Loss: 0.1201|| 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: 18:37:32 || Estimated Time: 2 days, 3:53:25
2023-07-25 05:24:05,764 semantic_segmentation INFO: Iters: 39630/150000 || Lr: 0.015175 || Task Loss: 0.5164 || KD Loss: 0.1124|| 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: 18:37:50 || Estimated Time: 2 days, 3:53:09
2023-07-25 05:24:22,562 semantic_segmentation INFO: Iters: 39640/150000 || Lr: 0.015173 || Task Loss: 0.5297 || KD Loss: 0.1720|| 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: 18:38:07 || Estimated Time: 2 days, 3:52:52
2023-07-25 05:24:39,377 semantic_segmentation INFO: Iters: 39650/150000 || Lr: 0.015172 || Task Loss: 0.7277 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:52:35
2023-07-25 05:24:56,476 semantic_segmentation INFO: Iters: 39660/150000 || Lr: 0.015171 || Task Loss: 0.4798 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:40 || Estimated Time: 2 days, 3:52:18
2023-07-25 05:25:13,277 semantic_segmentation INFO: Iters: 39670/150000 || Lr: 0.015170 || Task Loss: 0.5503 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:57 || Estimated Time: 2 days, 3:52:01
2023-07-25 05:25:30,168 semantic_segmentation INFO: Iters: 39680/150000 || Lr: 0.015168 || Task Loss: 0.4176 || KD Loss: 0.0990|| 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: 18:39:14 || Estimated Time: 2 days, 3:51:44
2023-07-25 05:25:47,270 semantic_segmentation INFO: Iters: 39690/150000 || Lr: 0.015167 || Task Loss: 0.4212 || KD Loss: 0.0856|| 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: 18:39:31 || Estimated Time: 2 days, 3:51:28
2023-07-25 05:26:04,157 semantic_segmentation INFO: Iters: 39700/150000 || Lr: 0.015166 || Task Loss: 0.6556 || KD Loss: 0.1832|| 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: 18:39:48 || Estimated Time: 2 days, 3:51:11
2023-07-25 05:26:21,459 semantic_segmentation INFO: Iters: 39710/150000 || Lr: 0.015165 || Task Loss: 0.5543 || KD Loss: 0.1452|| 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: 18:40:05 || Estimated Time: 2 days, 3:50:55
2023-07-25 05:26:38,343 semantic_segmentation INFO: Iters: 39720/150000 || Lr: 0.015163 || Task Loss: 0.3915 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:22 || Estimated Time: 2 days, 3:50:38
2023-07-25 05:26:55,221 semantic_segmentation INFO: Iters: 39730/150000 || Lr: 0.015162 || Task Loss: 0.5059 || KD Loss: 0.0972|| 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: 18:40:39 || Estimated Time: 2 days, 3:50:21
2023-07-25 05:27:12,138 semantic_segmentation INFO: Iters: 39740/150000 || Lr: 0.015161 || Task Loss: 0.3470 || KD Loss: 0.0928|| 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: 18:40:56 || Estimated Time: 2 days, 3:50:04
2023-07-25 05:27:29,267 semantic_segmentation INFO: Iters: 39750/150000 || Lr: 0.015160 || Task Loss: 0.3892 || KD Loss: 0.0970|| 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: 18:41:13 || Estimated Time: 2 days, 3:49:47
2023-07-25 05:27:46,155 semantic_segmentation INFO: Iters: 39760/150000 || Lr: 0.015159 || Task Loss: 0.5084 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:30 || Estimated Time: 2 days, 3:49:30
2023-07-25 05:28:03,463 semantic_segmentation INFO: Iters: 39770/150000 || Lr: 0.015157 || Task Loss: 0.6412 || KD Loss: 0.2454|| 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: 18:41:47 || Estimated Time: 2 days, 3:49:15
2023-07-25 05:28:20,337 semantic_segmentation INFO: Iters: 39780/150000 || Lr: 0.015156 || Task Loss: 0.2730 || KD Loss: 0.0515|| 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: 18:42:04 || Estimated Time: 2 days, 3:48:58
2023-07-25 05:28:37,369 semantic_segmentation INFO: Iters: 39790/150000 || Lr: 0.015155 || Task Loss: 0.5449 || KD Loss: 0.0992|| 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: 18:42:21 || Estimated Time: 2 days, 3:48:41
2023-07-25 05:28:54,212 semantic_segmentation INFO: Iters: 39800/150000 || Lr: 0.015154 || Task Loss: 0.5609 || KD Loss: 0.1666|| 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: 18:42:38 || Estimated Time: 2 days, 3:48:24
2023-07-25 05:29:11,202 semantic_segmentation INFO: Iters: 39810/150000 || Lr: 0.015152 || Task Loss: 0.5504 || KD Loss: 0.1594|| 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: 18:42:55 || Estimated Time: 2 days, 3:48:07
2023-07-25 05:29:28,224 semantic_segmentation INFO: Iters: 39820/150000 || Lr: 0.015151 || Task Loss: 0.4147 || KD Loss: 0.1086|| 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: 18:43:12 || Estimated Time: 2 days, 3:47:50
2023-07-25 05:29:45,145 semantic_segmentation INFO: Iters: 39830/150000 || Lr: 0.015150 || Task Loss: 0.5764 || KD Loss: 0.2171|| 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: 18:43:29 || Estimated Time: 2 days, 3:47:33
2023-07-25 05:30:02,454 semantic_segmentation INFO: Iters: 39840/150000 || Lr: 0.015149 || Task Loss: 0.4112 || KD Loss: 0.1232|| 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: 18:43:46 || Estimated Time: 2 days, 3:47:17
2023-07-25 05:30:22,898 semantic_segmentation INFO: Iters: 39850/150000 || Lr: 0.015147 || Task Loss: 0.4919 || KD Loss: 0.1461|| 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: 18:44:07 || Estimated Time: 2 days, 3:47:10
2023-07-25 05:30:39,690 semantic_segmentation INFO: Iters: 39860/150000 || Lr: 0.015146 || Task Loss: 0.5576 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:24 || Estimated Time: 2 days, 3:46:53
2023-07-25 05:30:56,615 semantic_segmentation INFO: Iters: 39870/150000 || Lr: 0.015145 || Task Loss: 0.6850 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:41 || Estimated Time: 2 days, 3:46:36
2023-07-25 05:31:13,574 semantic_segmentation INFO: Iters: 39880/150000 || Lr: 0.015144 || Task Loss: 0.3832 || KD Loss: 0.0810|| 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: 18:44:58 || Estimated Time: 2 days, 3:46:19
2023-07-25 05:31:30,467 semantic_segmentation INFO: Iters: 39890/150000 || Lr: 0.015142 || Task Loss: 0.4411 || KD Loss: 0.1360|| 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: 18:45:14 || Estimated Time: 2 days, 3:46:02
2023-07-25 05:31:47,331 semantic_segmentation INFO: Iters: 39900/150000 || Lr: 0.015141 || Task Loss: 0.4711 || KD Loss: 0.1325|| 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: 18:45:31 || Estimated Time: 2 days, 3:45:45
2023-07-25 05:32:04,218 semantic_segmentation INFO: Iters: 39910/150000 || Lr: 0.015140 || Task Loss: 0.3834 || KD Loss: 0.0858|| 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: 18:45:48 || Estimated Time: 2 days, 3:45:28
2023-07-25 05:32:21,192 semantic_segmentation INFO: Iters: 39920/150000 || Lr: 0.015139 || Task Loss: 0.4343 || KD Loss: 0.1336|| 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: 18:46:05 || Estimated Time: 2 days, 3:45:11
2023-07-25 05:32:38,135 semantic_segmentation INFO: Iters: 39930/150000 || Lr: 0.015137 || Task Loss: 0.6428 || KD Loss: 0.1862|| 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: 18:46:22 || Estimated Time: 2 days, 3:44:55
2023-07-25 05:32:55,041 semantic_segmentation INFO: Iters: 39940/150000 || Lr: 0.015136 || Task Loss: 0.4692 || KD Loss: 0.1249|| 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: 18:46:39 || Estimated Time: 2 days, 3:44:38
2023-07-25 05:33:11,988 semantic_segmentation INFO: Iters: 39950/150000 || Lr: 0.015135 || Task Loss: 0.4471 || KD Loss: 0.1101|| 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: 18:46:56 || Estimated Time: 2 days, 3:44:21
2023-07-25 05:33:29,185 semantic_segmentation INFO: Iters: 39960/150000 || Lr: 0.015134 || Task Loss: 0.6129 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:13 || Estimated Time: 2 days, 3:44:04
2023-07-25 05:33:46,063 semantic_segmentation INFO: Iters: 39970/150000 || Lr: 0.015133 || Task Loss: 0.4746 || KD Loss: 0.1691|| 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: 18:47:30 || Estimated Time: 2 days, 3:43:47
2023-07-25 05:34:03,385 semantic_segmentation INFO: Iters: 39980/150000 || Lr: 0.015131 || Task Loss: 0.3722 || KD Loss: 0.0973|| 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: 18:47:47 || Estimated Time: 2 days, 3:43:31
2023-07-25 05:34:20,182 semantic_segmentation INFO: Iters: 39990/150000 || Lr: 0.015130 || Task Loss: 0.4100 || KD Loss: 0.0607|| 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: 18:48:04 || Estimated Time: 2 days, 3:43:14
2023-07-25 05:34:36,995 semantic_segmentation INFO: Iters: 40000/150000 || Lr: 0.015129 || Task Loss: 0.4496 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:21 || Estimated Time: 2 days, 3:42:57
2023-07-25 05:34:37,109 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:34:37,559 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.083
2023-07-25 05:34:37,578 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.129
2023-07-25 05:34:37,591 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.164
2023-07-25 05:34:37,605 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.163
2023-07-25 05:34:37,618 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.232
2023-07-25 05:34:37,630 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.275
2023-07-25 05:34:37,643 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.319
2023-07-25 05:34:37,657 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.325
2023-07-25 05:34:37,669 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.361
2023-07-25 05:34:37,683 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.399
2023-07-25 05:34:37,697 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.438
2023-07-25 05:34:37,711 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.484
2023-07-25 05:34:37,724 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.464
2023-07-25 05:34:37,737 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.940, mIoU: 0.448
2023-07-25 05:34:37,751 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.439
2023-07-25 05:34:37,763 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.432
2023-07-25 05:34:37,774 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.425
2023-07-25 05:34:37,786 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.424
2023-07-25 05:34:37,800 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.423
2023-07-25 05:34:37,815 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.460
2023-07-25 05:34:37,829 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.460
2023-07-25 05:34:37,843 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.468
2023-07-25 05:34:37,857 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.504
2023-07-25 05:34:37,873 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.504
2023-07-25 05:34:37,889 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.506
2023-07-25 05:34:37,903 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.501
2023-07-25 05:34:37,917 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.505
2023-07-25 05:34:37,928 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.926, mIoU: 0.506
2023-07-25 05:34:37,942 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.494
2023-07-25 05:34:37,956 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.494
2023-07-25 05:34:37,969 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.495
2023-07-25 05:34:37,983 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.494
2023-07-25 05:34:37,997 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.503
2023-07-25 05:34:38,011 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.495
2023-07-25 05:34:38,025 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.516
2023-07-25 05:34:38,039 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.516
2023-07-25 05:34:38,052 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-25 05:34:38,064 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.558
2023-07-25 05:34:38,080 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.538
2023-07-25 05:34:38,093 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-25 05:34:38,106 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-25 05:34:38,120 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-25 05:34:38,135 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.561
2023-07-25 05:34:38,148 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-25 05:34:38,163 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.569
2023-07-25 05:34:38,177 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-25 05:34:38,190 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.577
2023-07-25 05:34:38,202 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.577
2023-07-25 05:34:38,216 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.916, mIoU: 0.580
2023-07-25 05:34:38,232 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.914, mIoU: 0.576
2023-07-25 05:34:38,247 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.915, mIoU: 0.577
2023-07-25 05:34:38,262 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.577
2023-07-25 05:34:38,275 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-25 05:34:38,292 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-25 05:34:38,307 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.577
2023-07-25 05:34:38,321 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-25 05:34:38,337 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-25 05:34:38,355 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-25 05:34:38,369 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.570
2023-07-25 05:34:38,384 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.599
2023-07-25 05:34:38,398 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.605
2023-07-25 05:34:38,414 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.602
2023-07-25 05:34:38,428 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.915, mIoU: 0.602
2023-07-25 05:34:38,446 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.916, mIoU: 0.607
2023-07-25 05:34:38,460 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.609
2023-07-25 05:34:38,476 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.608
2023-07-25 05:34:38,492 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.608
2023-07-25 05:34:38,505 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 05:34:38,521 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 05:34:38,537 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 05:34:38,554 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.662
2023-07-25 05:34:38,568 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.913, mIoU: 0.662
2023-07-25 05:34:38,583 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.911, mIoU: 0.651
2023-07-25 05:34:38,599 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-25 05:34:38,615 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 05:34:38,630 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 05:34:38,645 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 05:34:38,655 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 05:34:38,676 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.907, mIoU: 0.641
2023-07-25 05:34:38,692 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.905, mIoU: 0.642
2023-07-25 05:34:38,705 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 05:34:38,720 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.906, mIoU: 0.648
2023-07-25 05:34:38,735 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.906, mIoU: 0.646
2023-07-25 05:34:38,750 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.647
2023-07-25 05:34:38,765 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.907, mIoU: 0.648
2023-07-25 05:34:38,780 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.908, mIoU: 0.651
2023-07-25 05:34:38,794 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.909, mIoU: 0.648
2023-07-25 05:34:38,809 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.909, mIoU: 0.648
2023-07-25 05:34:38,824 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 05:34:38,837 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 05:34:38,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.656
2023-07-25 05:34:38,866 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.911, mIoU: 0.656
2023-07-25 05:34:38,882 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.906, mIoU: 0.657
2023-07-25 05:34:38,899 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.906, mIoU: 0.667
2023-07-25 05:34:38,914 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.905, mIoU: 0.666
2023-07-25 05:34:38,930 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.905, mIoU: 0.665
2023-07-25 05:34:38,943 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.906, mIoU: 0.666
2023-07-25 05:34:38,956 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.907, mIoU: 0.667
2023-07-25 05:34:38,972 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.907, mIoU: 0.666
2023-07-25 05:34:38,985 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.908, mIoU: 0.667
2023-07-25 05:34:39,001 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.908, mIoU: 0.667
2023-07-25 05:34:39,015 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.909, mIoU: 0.664
2023-07-25 05:34:39,028 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.909, mIoU: 0.665
2023-07-25 05:34:39,044 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.908, mIoU: 0.664
2023-07-25 05:34:39,060 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.908, mIoU: 0.661
2023-07-25 05:34:39,073 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.909, mIoU: 0.664
2023-07-25 05:34:39,088 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.909, mIoU: 0.664
2023-07-25 05:34:39,103 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.909, mIoU: 0.664
2023-07-25 05:34:39,116 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.909, mIoU: 0.666
2023-07-25 05:34:39,129 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.909, mIoU: 0.664
2023-07-25 05:34:39,142 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.909, mIoU: 0.667
2023-07-25 05:34:39,155 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 05:34:39,170 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 05:34:39,184 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 05:34:39,199 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 05:34:39,212 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 05:34:39,225 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 05:34:39,240 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 05:34:39,253 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 05:34:39,267 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 05:34:39,283 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.907, mIoU: 0.651
2023-07-25 05:34:39,296 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.907, mIoU: 0.650
2023-07-25 05:34:39,310 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.650
2023-07-25 05:34:39,326 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.650
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2023-07-25 05:34:42,218 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.899, mIoU: 0.605
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2023-07-25 05:34:42,523 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.902, mIoU: 0.611
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2023-07-25 05:34:42,581 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.903, mIoU: 0.611
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2023-07-25 05:34:42,648 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.904, mIoU: 0.613
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2023-07-25 05:34:43,695 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.898, mIoU: 0.603
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2023-07-25 05:34:44,758 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.903, mIoU: 0.620
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2023-07-25 05:34:44,815 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.902, mIoU: 0.615
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2023-07-25 05:34:45,001 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.902, mIoU: 0.617
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2023-07-25 05:34:45,028 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.902, mIoU: 0.618
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2023-07-25 05:34:45,103 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 05:34:45,118 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 05:34:45,133 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.902, mIoU: 0.619
2023-07-25 05:34:45,146 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:45,162 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:45,173 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,189 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,201 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,214 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-25 05:34:45,226 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-25 05:34:45,241 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-25 05:34:45,257 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,272 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,287 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,295 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,311 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,326 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,342 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,357 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,372 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,385 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,398 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,413 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,429 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,444 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,457 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,470 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,485 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,499 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,514 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,527 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 05:34:45,542 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-25 05:34:45,557 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,573 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,586 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,601 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,616 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,629 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,645 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,660 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,675 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-25 05:34:45,690 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 05:34:45,703 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 05:34:45,718 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-25 05:34:45,734 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:45,750 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:45,760 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,775 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,791 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,804 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,819 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,832 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,847 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:45,862 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-25 05:34:45,876 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,889 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:45,902 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,915 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,931 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,946 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,961 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,975 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:45,991 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-25 05:34:46,005 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-25 05:34:46,020 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:46,035 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:46,048 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,063 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,078 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,093 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,108 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,123 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,135 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,150 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,165 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:46,179 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:46,194 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,209 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,220 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,235 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,250 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,265 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,278 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,292 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,306 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,322 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,336 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,351 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,366 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,381 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,395 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,409 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,422 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.903, mIoU: 0.621
2023-07-25 05:34:46,437 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,452 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,467 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,480 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,496 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,510 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,525 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,540 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,556 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,571 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,586 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,602 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,616 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,630 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:46,645 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:46,660 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:46,678 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:46,692 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:46,707 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:46,718 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:46,731 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-25 05:34:46,746 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,759 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,773 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,786 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,799 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.903, mIoU: 0.622
2023-07-25 05:34:46,813 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:46,829 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:46,844 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,860 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:46,873 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,888 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,902 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,917 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,933 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,949 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,965 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:46,980 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.903, mIoU: 0.623
2023-07-25 05:34:46,996 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:47,011 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:47,027 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:47,042 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:47,055 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.625
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2023-07-25 05:34:47,082 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.904, mIoU: 0.625
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2023-07-25 05:34:47,124 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.904, mIoU: 0.625
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2023-07-25 05:34:47,167 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.904, mIoU: 0.625
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2023-07-25 05:34:47,192 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.904, mIoU: 0.626
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2023-07-25 05:34:47,229 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.904, mIoU: 0.627
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2023-07-25 05:34:47,319 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.905, mIoU: 0.628
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2023-07-25 05:34:47,431 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.906, mIoU: 0.629
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2023-07-25 05:34:47,540 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.904, mIoU: 0.628
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2023-07-25 05:34:47,639 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.905, mIoU: 0.628
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2023-07-25 05:34:47,728 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.905, mIoU: 0.630
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2023-07-25 05:34:47,796 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.904, mIoU: 0.630
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2023-07-25 05:34:47,827 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:47,840 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.905, mIoU: 0.630
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2023-07-25 05:34:47,868 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.904, mIoU: 0.627
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2023-07-25 05:34:47,897 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:47,913 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:47,928 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:47,942 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:47,957 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:47,970 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:47,985 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,000 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,015 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,033 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,047 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,063 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,079 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,092 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:48,105 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:48,120 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:48,135 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:48,149 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:48,164 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:48,176 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:48,189 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:48,202 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:48,215 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:48,229 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:48,246 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:48,258 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:48,273 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:48,285 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:48,300 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,316 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,329 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,342 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,357 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,372 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,385 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,401 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:48,416 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:48,431 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:48,444 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:48,459 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,475 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,492 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,504 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,518 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,531 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,546 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,559 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,571 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,586 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,600 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,613 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,628 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,643 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,658 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:48,673 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:48,685 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:48,697 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:48,711 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:48,724 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,737 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:48,750 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,766 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,779 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,793 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:48,807 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,823 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,838 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,854 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,868 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,881 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,896 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,912 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,928 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:48,944 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:48,958 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:48,971 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,983 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:48,999 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,015 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,030 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,046 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,058 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,071 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,086 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,102 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:49,115 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:49,130 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:49,142 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,158 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,171 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,185 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,198 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,213 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,228 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,240 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,256 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,270 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,285 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,299 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,314 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,329 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,343 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,358 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,373 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,388 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,402 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,415 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,428 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 05:34:49,446 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 05:34:49,461 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,478 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,493 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,505 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,520 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,536 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,551 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,564 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,579 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,594 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,607 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,621 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,636 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,651 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 05:34:49,663 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,675 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,691 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,706 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:49,720 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:49,733 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:49,748 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:49,763 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,779 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,794 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,807 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,822 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,835 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,850 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:49,865 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 05:34:49,878 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,893 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,906 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 05:34:49,921 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:49,937 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:49,952 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.905, mIoU: 0.631
2023-07-25 05:34:49,967 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:49,982 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:49,997 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,011 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:50,028 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,044 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,061 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,076 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,086 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,100 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,114 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,129 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,144 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,160 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,172 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,187 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,202 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,216 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,232 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,247 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,260 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,276 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,291 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,305 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,318 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,333 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,348 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:50,364 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,377 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,393 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,408 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,421 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,437 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,452 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,465 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,479 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,492 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,507 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,522 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,537 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,552 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,567 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,582 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,595 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:50,608 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:50,623 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:50,636 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,649 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,664 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,678 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:50,693 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:50,709 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,723 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,736 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,753 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:50,769 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,782 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,798 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,812 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,828 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,842 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,859 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,874 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,889 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:50,898 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,914 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,930 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,944 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,959 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,974 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:50,989 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,001 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,016 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,031 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,047 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,063 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,078 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,094 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,110 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,122 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,137 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,151 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,165 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:51,178 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,194 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,209 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,224 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,232 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,245 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:51,258 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,270 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,282 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,297 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,312 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:34:51,327 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,339 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,352 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,367 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,378 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,393 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,406 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,422 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,437 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,452 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,467 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,479 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,492 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,506 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:34:51,521 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:34:51,536 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:34:51,551 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,564 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,574 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,585 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,598 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,610 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,625 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:51,638 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,653 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,668 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,683 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,697 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,712 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,727 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,742 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:51,757 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,771 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,786 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:51,801 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,817 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,831 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:51,844 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:51,859 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:51,872 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,889 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,902 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,917 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,932 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,951 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,966 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,980 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:51,996 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,011 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,026 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,041 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,054 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,068 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 05:34:52,085 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 05:34:52,100 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 05:34:52,115 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 05:34:52,130 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,146 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,161 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,176 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,191 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,203 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,219 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,230 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,243 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,258 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:34:52,270 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,285 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,299 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,314 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,330 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,345 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,360 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,375 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,387 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,402 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,415 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,431 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,447 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,460 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,475 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,489 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,504 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,519 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,535 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,550 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,565 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,579 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,592 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,608 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,621 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,634 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,650 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,665 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,680 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,694 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:52,707 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,722 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,737 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,752 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,765 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,778 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,793 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,807 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,822 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 05:34:52,837 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,852 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,867 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,881 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,896 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 05:34:52,911 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,926 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:52,941 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:52,956 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:52,969 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:52,984 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:52,999 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:53,015 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:53,027 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:53,042 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,057 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:53,073 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,087 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,103 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,117 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,132 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,147 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,162 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,177 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,190 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,205 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,221 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,234 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,249 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,262 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,272 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,287 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,302 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,315 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,330 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,345 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,358 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:53,371 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:53,385 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:53,400 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,415 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,432 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,447 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,464 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,479 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,492 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,507 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,522 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,536 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,549 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,562 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,577 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,592 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:53,607 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,621 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,634 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,649 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.905, mIoU: 0.629
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2023-07-25 05:34:53,676 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,691 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,706 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,720 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,735 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,748 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 05:34:53,763 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.905, mIoU: 0.629
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2023-07-25 05:34:53,791 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,806 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,819 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.905, mIoU: 0.629
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2023-07-25 05:34:53,848 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,861 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:53,874 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.906, mIoU: 0.629
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2023-07-25 05:34:53,904 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.906, mIoU: 0.629
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2023-07-25 05:34:53,933 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:53,944 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:53,958 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:53,974 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.906, mIoU: 0.630
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2023-07-25 05:34:54,034 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,048 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,061 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,075 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,091 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,104 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,119 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,132 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.906, mIoU: 0.629
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2023-07-25 05:34:54,174 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:54,188 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.906, mIoU: 0.630
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2023-07-25 05:34:54,216 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,230 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,246 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.906, mIoU: 0.630
2023-07-25 05:34:54,258 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:54,273 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:54,289 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.906, mIoU: 0.629
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2023-07-25 05:34:54,319 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:54,332 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:54,345 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:54,360 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 05:34:54,375 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.906, mIoU: 0.630
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2023-07-25 05:34:54,402 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.905, mIoU: 0.627
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2023-07-25 05:34:54,489 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:54,504 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 05:34:54,518 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.906, mIoU: 0.628
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2023-07-25 05:34:54,546 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.905, mIoU: 0.628
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2023-07-25 05:34:54,675 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:54,690 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 05:34:54,703 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.904, mIoU: 0.628
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2023-07-25 05:34:54,749 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,762 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,777 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,788 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:54,804 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,819 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,834 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,847 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,862 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,878 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,893 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,904 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:54,919 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:54,933 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:54,944 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,959 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,974 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:54,989 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:55,002 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.905, mIoU: 0.629
2023-07-25 05:34:55,014 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,029 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,042 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,057 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,070 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 05:34:55,086 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 05:34:55,099 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,113 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,129 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.905, mIoU: 0.628
2023-07-25 05:34:55,144 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.905, mIoU: 0.627
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2023-07-25 05:34:55,174 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:55,190 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:55,203 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:55,218 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:55,232 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.904, mIoU: 0.626
2023-07-25 05:34:55,247 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,262 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,275 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:55,288 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,304 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,319 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,334 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:55,347 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:55,360 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.904, mIoU: 0.624
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2023-07-25 05:34:55,389 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,402 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,415 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,430 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,445 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,461 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,475 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,490 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,506 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,519 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,534 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,549 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,562 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:55,577 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.904, mIoU: 0.623
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2023-07-25 05:34:55,606 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:55,621 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:55,636 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 05:34:55,650 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.903, mIoU: 0.620
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2023-07-25 05:34:55,679 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.903, mIoU: 0.621
2023-07-25 05:34:55,693 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.903, mIoU: 0.620
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2023-07-25 05:34:55,737 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.903, mIoU: 0.622
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2023-07-25 05:34:55,767 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.903, mIoU: 0.621
2023-07-25 05:34:55,779 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.903, mIoU: 0.621
2023-07-25 05:34:55,792 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.904, mIoU: 0.621
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2023-07-25 05:34:55,822 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:55,834 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:55,849 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.904, mIoU: 0.621
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2023-07-25 05:34:55,878 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:55,893 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:55,907 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:55,922 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.904, mIoU: 0.621
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2023-07-25 05:34:55,949 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.904, mIoU: 0.621
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2023-07-25 05:34:55,988 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:56,001 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.904, mIoU: 0.622
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2023-07-25 05:34:56,031 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.904, mIoU: 0.622
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2023-07-25 05:34:56,071 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,083 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,097 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,112 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,129 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,145 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,159 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,173 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,187 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:56,202 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,215 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,231 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,246 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,261 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,275 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,289 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,305 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,319 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,334 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,346 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,362 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,376 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,391 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,406 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,418 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,433 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,448 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,463 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,478 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,493 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,507 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,522 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,532 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,546 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,559 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,572 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.904, mIoU: 0.625
2023-07-25 05:34:56,589 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,603 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,617 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,630 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,642 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,656 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,670 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,684 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,699 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,714 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.905, mIoU: 0.625
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2023-07-25 05:34:56,757 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.905, mIoU: 0.625
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2023-07-25 05:34:56,785 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,800 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,813 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,828 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,840 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,855 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,871 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,886 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,900 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,914 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:56,928 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,943 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 05:34:56,958 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,972 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,985 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:56,998 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:57,013 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:57,028 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 05:34:57,044 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,057 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,072 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,088 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,104 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,130 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,147 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,156 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,172 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,185 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,198 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,213 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,229 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 05:34:57,244 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,260 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,275 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 05:34:57,291 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.904, mIoU: 0.623
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2023-07-25 05:34:57,319 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,334 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:57,350 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.904, mIoU: 0.621
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2023-07-25 05:34:57,380 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,394 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,411 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,424 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,438 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,453 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,467 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:57,480 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 05:34:57,492 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,507 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,522 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,538 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 05:34:57,553 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,568 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,583 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,598 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,611 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,626 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,640 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,655 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,671 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,686 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,701 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,714 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,729 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,744 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,759 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,774 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,788 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,804 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,818 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,831 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:57,845 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,858 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,873 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,887 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,902 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,916 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,931 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,946 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,957 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,972 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:57,985 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:58,000 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 05:34:58,015 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,030 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,045 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,057 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,067 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,083 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,098 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,113 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,126 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,143 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,160 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,174 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,189 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,204 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,218 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,233 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,246 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,261 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,276 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,291 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,304 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.904, mIoU: 0.620
2023-07-25 05:34:58,318 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 05:34:58,333 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-25 05:34:58,348 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-25 05:34:58,364 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-25 05:34:58,376 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-25 05:34:58,391 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-25 05:34:58,405 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.905, mIoU: 0.622
2023-07-25 05:34:58,422 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-25 05:35:15,825 semantic_segmentation INFO: Iters: 40010/150000 || Lr: 0.015128 || Task Loss: 0.3555 || KD Loss: 0.0793|| 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: 18:49:00 || Estimated Time: 2 days, 3:43:40
2023-07-25 05:35:32,762 semantic_segmentation INFO: Iters: 40020/150000 || Lr: 0.015126 || Task Loss: 0.6210 || KD Loss: 0.1388|| 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: 18:49:17 || Estimated Time: 2 days, 3:43:23
2023-07-25 05:35:49,679 semantic_segmentation INFO: Iters: 40030/150000 || Lr: 0.015125 || Task Loss: 0.6047 || KD Loss: 0.2085|| 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: 18:49:34 || Estimated Time: 2 days, 3:43:06
2023-07-25 05:36:06,673 semantic_segmentation INFO: Iters: 40040/150000 || Lr: 0.015124 || Task Loss: 0.6331 || KD Loss: 0.1568|| 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: 18:49:51 || Estimated Time: 2 days, 3:42:50
2023-07-25 05:36:23,622 semantic_segmentation INFO: Iters: 40050/150000 || Lr: 0.015123 || Task Loss: 0.4079 || KD Loss: 0.1039|| 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: 18:50:08 || Estimated Time: 2 days, 3:42:33
2023-07-25 05:36:40,615 semantic_segmentation INFO: Iters: 40060/150000 || Lr: 0.015121 || Task Loss: 0.6451 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:42:16
2023-07-25 05:36:57,691 semantic_segmentation INFO: Iters: 40070/150000 || Lr: 0.015120 || Task Loss: 0.5139 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2602|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:42 || Estimated Time: 2 days, 3:42:00
2023-07-25 05:37:14,611 semantic_segmentation INFO: Iters: 40080/150000 || Lr: 0.015119 || Task Loss: 0.4019 || KD Loss: 0.0981|| 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: 18:50:59 || Estimated Time: 2 days, 3:41:43
2023-07-25 05:37:31,551 semantic_segmentation INFO: Iters: 40090/150000 || Lr: 0.015118 || Task Loss: 0.5852 || KD Loss: 0.1063|| 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: 18:51:16 || Estimated Time: 2 days, 3:41:26
2023-07-25 05:37:48,465 semantic_segmentation INFO: Iters: 40100/150000 || Lr: 0.015116 || Task Loss: 0.2907 || KD Loss: 0.0696|| 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: 18:51:32 || Estimated Time: 2 days, 3:41:09
2023-07-25 05:38:05,470 semantic_segmentation INFO: Iters: 40110/150000 || Lr: 0.015115 || Task Loss: 0.5299 || KD Loss: 0.1493|| 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: 18:51:49 || Estimated Time: 2 days, 3:40:52
2023-07-25 05:38:22,358 semantic_segmentation INFO: Iters: 40120/150000 || Lr: 0.015114 || Task Loss: 0.6411 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:06 || Estimated Time: 2 days, 3:40:35
2023-07-25 05:38:39,534 semantic_segmentation INFO: Iters: 40130/150000 || Lr: 0.015113 || Task Loss: 0.6065 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:24 || Estimated Time: 2 days, 3:40:19
2023-07-25 05:38:56,479 semantic_segmentation INFO: Iters: 40140/150000 || Lr: 0.015111 || Task Loss: 0.6008 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:52:40 || Estimated Time: 2 days, 3:40:02
2023-07-25 05:39:13,407 semantic_segmentation INFO: Iters: 40150/150000 || Lr: 0.015110 || Task Loss: 0.4515 || KD Loss: 0.1291|| 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: 18:52:57 || Estimated Time: 2 days, 3:39:45
2023-07-25 05:39:30,343 semantic_segmentation INFO: Iters: 40160/150000 || Lr: 0.015109 || Task Loss: 0.5508 || KD Loss: 0.1521|| 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: 18:53:14 || Estimated Time: 2 days, 3:39:28
2023-07-25 05:39:47,272 semantic_segmentation INFO: Iters: 40170/150000 || Lr: 0.015108 || Task Loss: 0.3405 || KD Loss: 0.0570|| 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: 18:53:31 || Estimated Time: 2 days, 3:39:11
2023-07-25 05:40:04,247 semantic_segmentation INFO: Iters: 40180/150000 || Lr: 0.015107 || Task Loss: 0.5998 || KD Loss: 0.1449|| 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: 18:53:48 || Estimated Time: 2 days, 3:38:54
2023-07-25 05:40:21,118 semantic_segmentation INFO: Iters: 40190/150000 || Lr: 0.015105 || Task Loss: 0.4414 || KD Loss: 0.0974|| 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: 18:54:05 || Estimated Time: 2 days, 3:38:37
2023-07-25 05:40:38,070 semantic_segmentation INFO: Iters: 40200/150000 || Lr: 0.015104 || Task Loss: 0.5046 || KD Loss: 0.1119|| 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: 18:54:22 || Estimated Time: 2 days, 3:38:20
2023-07-25 05:40:55,038 semantic_segmentation INFO: Iters: 40210/150000 || Lr: 0.015103 || Task Loss: 0.6957 || KD Loss: 0.2183|| 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: 18:54:39 || Estimated Time: 2 days, 3:38:03
2023-07-25 05:41:12,242 semantic_segmentation INFO: Iters: 40220/150000 || Lr: 0.015102 || Task Loss: 0.5832 || KD Loss: 0.1815|| 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: 18:54:56 || Estimated Time: 2 days, 3:37:47
2023-07-25 05:41:29,051 semantic_segmentation INFO: Iters: 40230/150000 || Lr: 0.015100 || Task Loss: 0.5214 || KD Loss: 0.1962|| 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: 18:55:13 || Estimated Time: 2 days, 3:37:30
2023-07-25 05:41:46,231 semantic_segmentation INFO: Iters: 40240/150000 || Lr: 0.015099 || Task Loss: 0.4690 || KD Loss: 0.1405|| 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: 18:55:30 || Estimated Time: 2 days, 3:37:14
2023-07-25 05:42:03,030 semantic_segmentation INFO: Iters: 40250/150000 || Lr: 0.015098 || Task Loss: 0.4188 || KD Loss: 0.1106|| 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: 18:55:47 || Estimated Time: 2 days, 3:36:57
2023-07-25 05:42:19,972 semantic_segmentation INFO: Iters: 40260/150000 || Lr: 0.015097 || Task Loss: 0.6366 || KD Loss: 0.1611|| 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: 18:56:04 || Estimated Time: 2 days, 3:36:40
2023-07-25 05:42:36,912 semantic_segmentation INFO: Iters: 40270/150000 || Lr: 0.015095 || Task Loss: 0.5645 || KD Loss: 0.1831|| 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: 18:56:21 || Estimated Time: 2 days, 3:36:23
2023-07-25 05:42:53,854 semantic_segmentation INFO: Iters: 40280/150000 || Lr: 0.015094 || Task Loss: 0.6271 || KD Loss: 0.1732|| 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: 18:56:38 || Estimated Time: 2 days, 3:36:06
2023-07-25 05:43:10,828 semantic_segmentation INFO: Iters: 40290/150000 || Lr: 0.015093 || Task Loss: 0.5507 || KD Loss: 0.1633|| 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: 18:56:55 || Estimated Time: 2 days, 3:35:49
2023-07-25 05:43:27,731 semantic_segmentation INFO: Iters: 40300/150000 || Lr: 0.015092 || Task Loss: 0.5701 || KD Loss: 0.1833|| 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: 18:57:12 || Estimated Time: 2 days, 3:35:32
2023-07-25 05:43:44,628 semantic_segmentation INFO: Iters: 40310/150000 || Lr: 0.015090 || Task Loss: 0.8948 || KD Loss: 0.2955|| 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: 18:57:29 || Estimated Time: 2 days, 3:35:15
2023-07-25 05:44:01,625 semantic_segmentation INFO: Iters: 40320/150000 || Lr: 0.015089 || Task Loss: 0.6969 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:46 || Estimated Time: 2 days, 3:34:58
2023-07-25 05:44:18,477 semantic_segmentation INFO: Iters: 40330/150000 || Lr: 0.015088 || Task Loss: 0.5153 || KD Loss: 0.1566|| 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: 18:58:02 || Estimated Time: 2 days, 3:34:41
2023-07-25 05:44:35,357 semantic_segmentation INFO: Iters: 40340/150000 || Lr: 0.015087 || Task Loss: 0.4127 || KD Loss: 0.0629|| 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: 18:58:19 || Estimated Time: 2 days, 3:34:24
2023-07-25 05:44:52,339 semantic_segmentation INFO: Iters: 40350/150000 || Lr: 0.015085 || Task Loss: 0.5425 || KD Loss: 0.1111|| 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: 18:58:36 || Estimated Time: 2 days, 3:34:07
2023-07-25 05:45:09,815 semantic_segmentation INFO: Iters: 40360/150000 || Lr: 0.015084 || Task Loss: 0.5032 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:58:54 || Estimated Time: 2 days, 3:33:52
2023-07-25 05:45:26,627 semantic_segmentation INFO: Iters: 40370/150000 || Lr: 0.015083 || Task Loss: 0.3867 || KD Loss: 0.1070|| 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: 18:59:11 || Estimated Time: 2 days, 3:33:34
2023-07-25 05:45:43,613 semantic_segmentation INFO: Iters: 40380/150000 || Lr: 0.015082 || Task Loss: 0.5641 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:28 || Estimated Time: 2 days, 3:33:18
2023-07-25 05:46:00,422 semantic_segmentation INFO: Iters: 40390/150000 || Lr: 0.015081 || Task Loss: 0.4242 || KD Loss: 0.0873|| 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: 18:59:44 || Estimated Time: 2 days, 3:33:00
2023-07-25 05:46:17,677 semantic_segmentation INFO: Iters: 40400/150000 || Lr: 0.015079 || Task Loss: 0.7627 || KD Loss: 0.2662|| 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: 19:00:02 || Estimated Time: 2 days, 3:32:44
2023-07-25 05:46:34,609 semantic_segmentation INFO: Iters: 40410/150000 || Lr: 0.015078 || Task Loss: 0.4087 || KD Loss: 0.1073|| 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: 19:00:19 || Estimated Time: 2 days, 3:32:27
2023-07-25 05:46:51,606 semantic_segmentation INFO: Iters: 40420/150000 || Lr: 0.015077 || Task Loss: 0.4748 || KD Loss: 0.1195|| 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: 19:00:36 || Estimated Time: 2 days, 3:32:11
2023-07-25 05:47:08,810 semantic_segmentation INFO: Iters: 40430/150000 || Lr: 0.015076 || Task Loss: 0.5053 || KD Loss: 0.1003|| 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: 19:00:53 || Estimated Time: 2 days, 3:31:54
2023-07-25 05:47:25,608 semantic_segmentation INFO: Iters: 40440/150000 || Lr: 0.015074 || Task Loss: 0.4752 || KD Loss: 0.1043|| 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: 19:01:10 || Estimated Time: 2 days, 3:31:37
2023-07-25 05:47:42,483 semantic_segmentation INFO: Iters: 40450/150000 || Lr: 0.015073 || Task Loss: 0.4587 || KD Loss: 0.1021|| 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: 19:01:26 || Estimated Time: 2 days, 3:31:20
2023-07-25 05:47:59,412 semantic_segmentation INFO: Iters: 40460/150000 || Lr: 0.015072 || Task Loss: 0.5393 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:01:43 || Estimated Time: 2 days, 3:31:03
2023-07-25 05:48:16,339 semantic_segmentation INFO: Iters: 40470/150000 || Lr: 0.015071 || Task Loss: 0.3847 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:00 || Estimated Time: 2 days, 3:30:46
2023-07-25 05:48:33,263 semantic_segmentation INFO: Iters: 40480/150000 || Lr: 0.015069 || Task Loss: 0.6357 || KD Loss: 0.2874|| 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: 19:02:17 || Estimated Time: 2 days, 3:30:29
2023-07-25 05:48:50,207 semantic_segmentation INFO: Iters: 40490/150000 || Lr: 0.015068 || Task Loss: 0.5828 || KD Loss: 0.1472|| 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: 19:02:34 || Estimated Time: 2 days, 3:30:12
2023-07-25 05:49:07,379 semantic_segmentation INFO: Iters: 40500/150000 || Lr: 0.015067 || Task Loss: 0.5217 || KD Loss: 0.1234|| 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: 19:02:51 || Estimated Time: 2 days, 3:29:56
2023-07-25 05:49:24,189 semantic_segmentation INFO: Iters: 40510/150000 || Lr: 0.015066 || Task Loss: 0.7856 || KD Loss: 0.2442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:08 || Estimated Time: 2 days, 3:29:39
2023-07-25 05:49:41,605 semantic_segmentation INFO: Iters: 40520/150000 || Lr: 0.015064 || Task Loss: 0.7560 || KD Loss: 0.2135|| 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: 19:03:26 || Estimated Time: 2 days, 3:29:23
2023-07-25 05:49:58,575 semantic_segmentation INFO: Iters: 40530/150000 || Lr: 0.015063 || Task Loss: 0.4335 || KD Loss: 0.1571|| 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: 19:03:43 || Estimated Time: 2 days, 3:29:06
2023-07-25 05:50:15,381 semantic_segmentation INFO: Iters: 40540/150000 || Lr: 0.015062 || Task Loss: 0.5516 || KD Loss: 0.1841|| 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: 19:03:59 || Estimated Time: 2 days, 3:28:49
2023-07-25 05:50:32,253 semantic_segmentation INFO: Iters: 40550/150000 || Lr: 0.015061 || Task Loss: 0.4827 || KD Loss: 0.1226|| 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: 19:04:16 || Estimated Time: 2 days, 3:28:32
2023-07-25 05:50:49,252 semantic_segmentation INFO: Iters: 40560/150000 || Lr: 0.015059 || Task Loss: 0.5838 || KD Loss: 0.1333|| 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: 19:04:33 || Estimated Time: 2 days, 3:28:15
2023-07-25 05:51:06,182 semantic_segmentation INFO: Iters: 40570/150000 || Lr: 0.015058 || Task Loss: 0.7537 || KD Loss: 0.1663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:27:58
2023-07-25 05:51:23,087 semantic_segmentation INFO: Iters: 40580/150000 || Lr: 0.015057 || Task Loss: 0.5156 || KD Loss: 0.1356|| 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: 19:05:07 || Estimated Time: 2 days, 3:27:41
2023-07-25 05:51:40,056 semantic_segmentation INFO: Iters: 40590/150000 || Lr: 0.015056 || Task Loss: 0.3682 || KD Loss: 0.0696|| 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: 19:05:24 || Estimated Time: 2 days, 3:27:24
2023-07-25 05:51:56,974 semantic_segmentation INFO: Iters: 40600/150000 || Lr: 0.015055 || Task Loss: 0.4110 || KD Loss: 0.0707|| 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: 19:05:41 || Estimated Time: 2 days, 3:27:07
2023-07-25 05:52:13,870 semantic_segmentation INFO: Iters: 40610/150000 || Lr: 0.015053 || Task Loss: 0.4243 || KD Loss: 0.0827|| 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: 19:05:58 || Estimated Time: 2 days, 3:26:50
2023-07-25 05:52:30,779 semantic_segmentation INFO: Iters: 40620/150000 || Lr: 0.015052 || Task Loss: 0.2637 || KD Loss: 0.0600|| 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: 19:06:15 || Estimated Time: 2 days, 3:26:34
2023-07-25 05:52:48,174 semantic_segmentation INFO: Iters: 40630/150000 || Lr: 0.015051 || Task Loss: 0.4743 || KD Loss: 0.1104|| 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: 19:06:32 || Estimated Time: 2 days, 3:26:18
2023-07-25 05:53:04,939 semantic_segmentation INFO: Iters: 40640/150000 || Lr: 0.015050 || Task Loss: 0.5290 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:06:49 || Estimated Time: 2 days, 3:26:00
2023-07-25 05:53:22,022 semantic_segmentation INFO: Iters: 40650/150000 || Lr: 0.015048 || Task Loss: 0.4091 || KD Loss: 0.0747|| 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: 19:07:06 || Estimated Time: 2 days, 3:25:44
2023-07-25 05:53:38,955 semantic_segmentation INFO: Iters: 40660/150000 || Lr: 0.015047 || Task Loss: 0.6029 || KD Loss: 0.1708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2624|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:23 || Estimated Time: 2 days, 3:25:27
2023-07-25 05:53:55,872 semantic_segmentation INFO: Iters: 40670/150000 || Lr: 0.015046 || Task Loss: 0.3336 || KD Loss: 0.0748|| 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: 19:07:40 || Estimated Time: 2 days, 3:25:10
2023-07-25 05:54:12,772 semantic_segmentation INFO: Iters: 40680/150000 || Lr: 0.015045 || Task Loss: 0.3830 || KD Loss: 0.0798|| 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: 19:07:57 || Estimated Time: 2 days, 3:24:53
2023-07-25 05:54:29,544 semantic_segmentation INFO: Iters: 40690/150000 || Lr: 0.015043 || Task Loss: 0.3970 || KD Loss: 0.0689|| 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: 19:08:14 || Estimated Time: 2 days, 3:24:36
2023-07-25 05:54:46,765 semantic_segmentation INFO: Iters: 40700/150000 || Lr: 0.015042 || Task Loss: 0.6720 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:31 || Estimated Time: 2 days, 3:24:20
2023-07-25 05:55:05,938 semantic_segmentation INFO: Iters: 40710/150000 || Lr: 0.015041 || Task Loss: 0.4831 || KD Loss: 0.1421|| 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: 19:08:50 || Estimated Time: 2 days, 3:24:08
2023-07-25 05:55:24,711 semantic_segmentation INFO: Iters: 40720/150000 || Lr: 0.015040 || Task Loss: 0.4299 || KD Loss: 0.1135|| 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: 19:09:09 || Estimated Time: 2 days, 3:23:57
2023-07-25 05:55:41,644 semantic_segmentation INFO: Iters: 40730/150000 || Lr: 0.015038 || Task Loss: 0.5319 || KD Loss: 0.1397|| 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: 19:09:26 || Estimated Time: 2 days, 3:23:40
2023-07-25 05:55:58,420 semantic_segmentation INFO: Iters: 40740/150000 || Lr: 0.015037 || Task Loss: 0.6203 || KD Loss: 0.1930|| 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: 19:09:42 || Estimated Time: 2 days, 3:23:22
2023-07-25 05:56:15,437 semantic_segmentation INFO: Iters: 40750/150000 || Lr: 0.015036 || Task Loss: 0.6354 || KD Loss: 0.2169|| 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: 19:09:59 || Estimated Time: 2 days, 3:23:06
2023-07-25 05:56:32,846 semantic_segmentation INFO: Iters: 40760/150000 || Lr: 0.015035 || Task Loss: 0.4661 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:17 || Estimated Time: 2 days, 3:22:50
2023-07-25 05:56:49,711 semantic_segmentation INFO: Iters: 40770/150000 || Lr: 0.015033 || Task Loss: 0.4946 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2728|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:34 || Estimated Time: 2 days, 3:22:33
2023-07-25 05:57:06,644 semantic_segmentation INFO: Iters: 40780/150000 || Lr: 0.015032 || Task Loss: 0.4691 || KD Loss: 0.1296|| 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: 19:10:51 || Estimated Time: 2 days, 3:22:16
2023-07-25 05:57:23,527 semantic_segmentation INFO: Iters: 40790/150000 || Lr: 0.015031 || Task Loss: 0.5015 || KD Loss: 0.1283|| 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: 19:11:08 || Estimated Time: 2 days, 3:21:59
2023-07-25 05:57:40,501 semantic_segmentation INFO: Iters: 40800/150000 || Lr: 0.015030 || Task Loss: 0.5119 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:24 || Estimated Time: 2 days, 3:21:42
2023-07-25 05:57:40,611 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 05:57:41,061 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-25 05:57:41,074 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.130
2023-07-25 05:57:41,095 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.157
2023-07-25 05:57:41,110 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.159
2023-07-25 05:57:41,124 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.936, mIoU: 0.218
2023-07-25 05:57:41,137 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.892, mIoU: 0.219
2023-07-25 05:57:41,152 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.900, mIoU: 0.254
2023-07-25 05:57:41,167 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.910, mIoU: 0.264
2023-07-25 05:57:41,180 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.917, mIoU: 0.306
2023-07-25 05:57:41,196 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.910, mIoU: 0.344
2023-07-25 05:57:41,210 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.902, mIoU: 0.365
2023-07-25 05:57:41,226 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.909, mIoU: 0.377
2023-07-25 05:57:41,239 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.874, mIoU: 0.348
2023-07-25 05:57:41,253 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.879, mIoU: 0.351
2023-07-25 05:57:41,268 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.880, mIoU: 0.344
2023-07-25 05:57:41,281 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.882, mIoU: 0.340
2023-07-25 05:57:41,292 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.872, mIoU: 0.317
2023-07-25 05:57:41,306 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.873, mIoU: 0.316
2023-07-25 05:57:41,321 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.875, mIoU: 0.311
2023-07-25 05:57:41,338 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.876, mIoU: 0.357
2023-07-25 05:57:41,354 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.881, mIoU: 0.378
2023-07-25 05:57:41,370 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.882, mIoU: 0.385
2023-07-25 05:57:41,386 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.881, mIoU: 0.407
2023-07-25 05:57:41,402 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.885, mIoU: 0.414
2023-07-25 05:57:41,419 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.885, mIoU: 0.416
2023-07-25 05:57:41,434 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.423
2023-07-25 05:57:41,449 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.888, mIoU: 0.427
2023-07-25 05:57:41,461 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.891, mIoU: 0.428
2023-07-25 05:57:41,477 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.887, mIoU: 0.421
2023-07-25 05:57:41,493 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.421
2023-07-25 05:57:41,507 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.429
2023-07-25 05:57:41,522 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.430
2023-07-25 05:57:41,537 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-25 05:57:41,552 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.900, mIoU: 0.441
2023-07-25 05:57:41,568 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.902, mIoU: 0.457
2023-07-25 05:57:41,583 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.455
2023-07-25 05:57:41,596 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.456
2023-07-25 05:57:41,608 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.908, mIoU: 0.493
2023-07-25 05:57:41,624 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.507
2023-07-25 05:57:41,638 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.506
2023-07-25 05:57:41,651 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.531
2023-07-25 05:57:41,666 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.531
2023-07-25 05:57:41,680 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.904, mIoU: 0.519
2023-07-25 05:57:41,692 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.905, mIoU: 0.519
2023-07-25 05:57:41,707 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.905, mIoU: 0.524
2023-07-25 05:57:41,722 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.906, mIoU: 0.529
2023-07-25 05:57:41,735 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.908, mIoU: 0.533
2023-07-25 05:57:41,747 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.909, mIoU: 0.533
2023-07-25 05:57:41,762 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.534
2023-07-25 05:57:41,778 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.908, mIoU: 0.527
2023-07-25 05:57:41,793 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.908, mIoU: 0.525
2023-07-25 05:57:41,808 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.524
2023-07-25 05:57:41,821 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-25 05:57:41,837 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.910, mIoU: 0.520
2023-07-25 05:57:41,852 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.911, mIoU: 0.526
2023-07-25 05:57:41,865 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.910, mIoU: 0.523
2023-07-25 05:57:41,880 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.911, mIoU: 0.521
2023-07-25 05:57:41,897 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.522
2023-07-25 05:57:41,910 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.522
2023-07-25 05:57:41,926 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.555
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2023-07-25 05:57:41,986 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.910, mIoU: 0.547
2023-07-25 05:57:42,000 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.911, mIoU: 0.551
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2023-07-25 05:57:42,047 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-25 05:57:42,063 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.587
2023-07-25 05:57:42,079 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.584
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2023-07-25 05:57:42,155 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.605
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2023-07-25 05:57:42,255 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.611
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2023-07-25 05:57:42,916 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.906, mIoU: 0.598
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2023-07-25 05:57:45,454 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.900, mIoU: 0.608
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2023-07-25 05:57:46,283 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-25 05:57:47,691 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.603
2023-07-25 05:57:47,706 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,722 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,738 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,753 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,761 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,771 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.902, mIoU: 0.604
2023-07-25 05:57:47,784 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 05:57:47,797 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 05:57:47,813 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 05:57:47,825 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.605
2023-07-25 05:57:47,840 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.606
2023-07-25 05:57:47,856 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 05:57:47,871 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.903, mIoU: 0.606
2023-07-25 05:57:47,887 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 05:57:47,902 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 05:57:47,915 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-25 05:57:47,930 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 05:57:47,945 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 05:57:47,959 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 05:57:47,975 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.609
2023-07-25 05:57:47,987 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.903, mIoU: 0.610
2023-07-25 05:57:48,002 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 05:57:48,016 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 05:57:48,031 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 05:57:48,046 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-25 05:57:48,061 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 05:57:48,071 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 05:57:48,084 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 05:57:48,098 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 05:57:48,114 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 05:57:48,126 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 05:57:48,139 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.905, mIoU: 0.615
2023-07-25 05:57:48,153 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 05:57:48,168 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 05:57:48,183 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 05:57:48,197 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 05:57:48,206 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 05:57:48,220 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.905, mIoU: 0.617
2023-07-25 05:57:48,235 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 05:57:48,248 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 05:57:48,264 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 05:57:48,280 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,294 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,309 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,323 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,338 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:48,354 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:48,370 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:48,385 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,399 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,412 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,427 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 05:57:48,442 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 05:57:48,456 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 05:57:48,471 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 05:57:48,487 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,503 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 05:57:48,517 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 05:57:48,530 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 05:57:48,544 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 05:57:48,559 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 05:57:48,574 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 05:57:48,589 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.905, mIoU: 0.616
2023-07-25 05:57:48,603 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 05:57:48,616 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 05:57:48,631 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 05:57:48,646 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 05:57:48,659 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:48,673 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:48,685 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:48,700 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:48,713 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:48,725 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,737 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:48,752 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,767 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,782 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,797 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,805 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,820 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,835 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:48,851 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,866 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:48,880 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,893 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:48,906 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:48,921 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:48,936 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:48,952 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:48,965 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:48,978 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:48,993 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:49,007 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:49,022 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:49,035 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 05:57:49,050 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:49,066 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:49,081 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:49,094 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.906, mIoU: 0.623
2023-07-25 05:57:49,110 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:57:49,125 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:57:49,138 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:57:49,153 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:57:49,168 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 05:57:49,183 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 05:57:49,198 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,211 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,226 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,241 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,258 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 05:57:49,269 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:49,285 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:49,301 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 05:57:49,313 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 05:57:49,328 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,341 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,356 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,372 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,387 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,400 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,412 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.905, mIoU: 0.621
2023-07-25 05:57:49,426 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,441 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,456 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,472 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,487 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,502 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,515 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.906, mIoU: 0.622
2023-07-25 05:57:49,529 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,545 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,558 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 05:57:49,572 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:49,587 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:49,602 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,616 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 05:57:49,631 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,643 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,657 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,672 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,686 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 05:57:49,701 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 05:57:49,716 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,727 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,742 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,757 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,772 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,785 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 05:57:49,800 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:49,815 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:49,830 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.906, mIoU: 0.620
2023-07-25 05:57:49,845 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 05:57:49,860 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 05:57:49,875 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 05:57:49,890 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 05:57:49,905 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 05:57:49,919 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 05:57:49,932 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 05:57:49,947 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:49,963 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,978 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:49,991 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:50,007 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,020 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,034 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,049 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,065 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,080 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 05:57:50,095 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 05:57:50,109 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-25 05:57:50,124 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 05:57:50,138 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 05:57:50,152 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 05:57:50,167 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 05:57:50,185 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,200 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 05:57:50,215 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 05:57:50,225 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 05:57:50,239 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 05:57:50,254 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 05:57:50,266 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 05:57:50,282 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.626
2023-07-25 05:57:50,296 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,309 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,324 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,341 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,356 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,372 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,386 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,400 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,413 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,428 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,443 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,460 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-25 05:57:50,475 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,490 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,505 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,518 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,533 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.908, mIoU: 0.627
2023-07-25 05:57:50,547 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.908, mIoU: 0.628
2023-07-25 05:57:50,560 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,573 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,587 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,602 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,617 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,630 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,644 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,659 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 05:57:50,674 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 05:57:50,686 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 05:57:50,699 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 05:57:50,707 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 05:57:50,721 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.909, mIoU: 0.630
2023-07-25 05:57:50,737 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,752 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,768 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,783 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,798 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,814 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 05:57:50,829 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,842 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,857 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,872 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,887 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,902 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.909, mIoU: 0.632
2023-07-25 05:57:50,915 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:50,928 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:50,941 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 05:57:50,955 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 05:57:50,969 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 05:57:50,982 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 05:57:50,995 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 05:57:51,009 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,024 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,035 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,049 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,062 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,073 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,088 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 05:57:51,103 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 05:57:51,117 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,132 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,148 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,163 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,177 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,193 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,210 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,228 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,244 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,260 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,277 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,291 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,306 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,320 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,336 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,353 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 05:57:51,366 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,379 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,394 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,408 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,422 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,437 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,452 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,465 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,480 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,492 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,506 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,521 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,534 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,551 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,564 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,581 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,597 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,610 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,623 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,639 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,655 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,671 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,686 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:51,698 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,712 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,726 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,740 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:51,755 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,772 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,785 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,800 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,813 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,828 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,843 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,856 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:51,869 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,884 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:51,899 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:51,912 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 05:57:51,927 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:51,941 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:51,956 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:51,970 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:51,985 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,001 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,018 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,031 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,045 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,058 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,074 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,087 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,100 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:52,115 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,130 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,143 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,158 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,174 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,189 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,205 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,218 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,230 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,245 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,258 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,270 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,283 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,299 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,313 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,327 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,341 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,357 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,372 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,387 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,401 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,414 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,429 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,444 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:52,460 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:52,476 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:52,489 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,502 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:52,514 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:52,529 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 05:57:52,545 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:52,559 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:52,574 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:52,585 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,598 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,613 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,628 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,641 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,656 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,669 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,684 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,697 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,712 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:52,725 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:52,740 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:52,754 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:52,767 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:52,784 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,799 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,814 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,830 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,845 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,860 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:52,876 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,890 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,905 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,920 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,934 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,947 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,961 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,978 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:52,992 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,008 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,023 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,035 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,050 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,067 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,082 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,095 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,110 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,125 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,138 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,152 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,167 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:53,182 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 05:57:53,196 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,207 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:53,224 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,240 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 05:57:53,255 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 05:57:53,268 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 05:57:53,284 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 05:57:53,299 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 05:57:53,314 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,332 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,346 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,361 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,374 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,389 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,402 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,415 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,431 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:53,444 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 05:57:53,459 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,474 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,489 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,503 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,517 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,532 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,545 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,561 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,575 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,592 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,607 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,618 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,632 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,646 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,661 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,677 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 05:57:53,693 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:53,707 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,722 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,737 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,752 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,769 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,785 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,798 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,813 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:53,828 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,842 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:53,855 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:53,870 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:53,885 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,900 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,912 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,927 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,941 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,954 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,969 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,983 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:53,996 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:54,010 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:54,024 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,038 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,054 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,069 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,084 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,100 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,115 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,128 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,142 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,157 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,170 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,184 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,199 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,214 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,229 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,244 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,257 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,270 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,286 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,300 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,313 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,328 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,341 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,358 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,372 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,387 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,402 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,417 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,426 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,442 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,458 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,471 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 05:57:54,485 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 05:57:54,501 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 05:57:54,516 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,529 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,543 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,558 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 05:57:54,574 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 05:57:54,588 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:54,603 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:54,620 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:54,635 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:54,648 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 05:57:54,663 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 05:57:54,677 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 05:57:54,691 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:54,704 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,719 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,733 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,748 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,755 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,768 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,780 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:54,793 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,804 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,820 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,835 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,850 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:54,862 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:54,876 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 05:57:54,891 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:54,902 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:54,918 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 05:57:54,932 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:54,947 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:54,963 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:54,979 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:54,994 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,005 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,018 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,033 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,047 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,062 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,076 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,089 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,099 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,110 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,122 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,133 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,148 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,160 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,174 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:55,189 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,204 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,218 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,232 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,247 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,262 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,278 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,292 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,306 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:55,321 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,337 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:55,350 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,364 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:55,379 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,392 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,408 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,421 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,435 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,450 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,469 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,485 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,498 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,513 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,528 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,543 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:55,558 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:55,571 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 05:57:55,584 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 05:57:55,599 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 05:57:55,614 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 05:57:55,629 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 05:57:55,643 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,658 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,673 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,688 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,702 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,715 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,730 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 05:57:55,740 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,752 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,767 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,778 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,793 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,807 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,822 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,837 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,853 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:55,868 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:55,883 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:55,895 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:55,911 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,923 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,938 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,953 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,967 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,982 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:55,996 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,011 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,026 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,041 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:56,055 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:56,070 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:56,083 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 05:57:56,095 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:56,110 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 05:57:56,122 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,135 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,150 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,164 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,179 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,191 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,204 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,219 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,234 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,248 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,261 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,274 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,289 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,304 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,319 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 05:57:56,334 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,348 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 05:57:56,364 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:56,379 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:56,394 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:56,408 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 05:57:56,423 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 05:57:56,437 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:56,451 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:56,465 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:56,481 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:56,496 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:56,511 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:56,524 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 05:57:56,539 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,554 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,570 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,583 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,598 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,613 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,628 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,644 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,659 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,674 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,687 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,703 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:56,719 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,732 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,747 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,759 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,768 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,783 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,798 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,810 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:56,825 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:56,840 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:56,853 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,866 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,881 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,896 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,911 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,928 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,943 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 05:57:56,960 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 05:57:56,975 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:56,989 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:57,003 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:57,018 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,033 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,046 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,059 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:57,074 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,088 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,103 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,118 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,130 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,146 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,159 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,172 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,187 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,203 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,217 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,232 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,245 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:57,259 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,274 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,289 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,304 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,318 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,334 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:57,347 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:57,360 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:57,374 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:57,391 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,406 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,421 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,436 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,447 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,461 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,478 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,493 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,505 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,519 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,535 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,550 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,563 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,576 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,591 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,603 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,618 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,630 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:57,642 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:57,657 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 05:57:57,671 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,685 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,699 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,712 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 05:57:57,726 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,740 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,752 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:57,767 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 05:57:57,781 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,796 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,810 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:57,822 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 05:57:57,835 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,849 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,864 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,878 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:57,891 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,906 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,923 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,937 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,948 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,963 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,979 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:57,994 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,009 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,022 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,037 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,052 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,065 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,080 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,095 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,110 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,125 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,140 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,155 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,168 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,183 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,196 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,210 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,225 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,240 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,253 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,267 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,278 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.633
2023-07-25 05:57:58,293 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 05:57:58,308 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.634
2023-07-25 05:57:58,324 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,337 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,352 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,369 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,386 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,399 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,415 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,430 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,442 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,457 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,474 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 05:57:58,490 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,503 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,516 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,531 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,545 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,560 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,572 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,588 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,600 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,613 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,628 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,642 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,657 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,671 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,687 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,699 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,714 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,728 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,743 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,758 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 05:57:58,771 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,784 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,799 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,814 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,829 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,843 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,856 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,870 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 05:57:58,885 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:58,898 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:58,911 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:58,926 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:58,942 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:58,957 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:58,974 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:58,989 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,005 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,019 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,033 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,048 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,061 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 05:57:59,076 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:59,091 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:59,106 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:59,121 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 05:57:59,136 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 05:57:59,150 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,164 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,178 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,193 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,208 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,223 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,237 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-25 05:57:59,252 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,266 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,279 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,292 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,307 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,322 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,334 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,349 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,365 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,379 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,395 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,411 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,426 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,440 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,453 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,466 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,479 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,492 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,505 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,520 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,535 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,548 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,561 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,576 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,588 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,602 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,617 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,633 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,648 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,663 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,676 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,691 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,706 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,719 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,734 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,750 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,765 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,778 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,793 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,808 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,823 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,837 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,850 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,864 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:57:59,879 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,894 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,909 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,921 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,936 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-25 05:57:59,950 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,966 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,981 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:57:59,996 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:58:00,011 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:58:00,027 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 05:58:00,037 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,051 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,064 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,078 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,096 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,112 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,127 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,139 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,152 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,166 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,181 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,195 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,210 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,225 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,238 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,253 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,268 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,281 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,296 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,311 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,324 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,339 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,350 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,365 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,380 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 05:58:00,396 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,412 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,426 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,440 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,454 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,470 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,484 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,498 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,511 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,526 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,541 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,556 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,569 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,583 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,600 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,615 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 05:58:00,630 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,645 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,653 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,668 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,681 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,693 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,708 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,723 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 05:58:00,737 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 05:58:00,752 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 05:58:00,768 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 05:58:00,784 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 05:58:00,800 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 05:58:00,813 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,828 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,845 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 05:58:00,861 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,877 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,893 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,910 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,924 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,938 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,954 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,969 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,982 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.908, mIoU: 0.622
2023-07-25 05:58:00,994 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 05:58:01,009 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 05:58:01,024 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 05:58:01,038 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 05:58:01,053 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,067 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 05:58:01,081 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 05:58:01,096 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 05:58:01,108 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 05:58:01,123 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,135 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,150 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,165 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,180 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,195 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,208 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,224 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,238 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,254 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,269 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,284 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,299 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,314 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,327 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,342 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,355 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,370 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,385 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,400 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 05:58:01,416 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,431 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,446 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,455 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,471 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,484 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,499 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,514 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,528 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,543 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,555 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,564 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,581 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,595 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,610 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,623 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,638 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,652 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,665 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,680 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 05:58:01,695 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 05:58:01,708 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,723 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,735 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,750 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 05:58:01,764 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 05:58:01,778 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 05:58:01,791 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 05:58:01,806 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 05:58:01,821 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 05:58:01,836 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,852 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,865 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,879 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,894 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 05:58:01,911 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 05:58:18,723 semantic_segmentation INFO: Iters: 40810/150000 || Lr: 0.015029 || Task Loss: 0.3482 || KD Loss: 0.0959|| 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: 19:12:03 || Estimated Time: 2 days, 3:22:22
2023-07-25 05:58:35,508 semantic_segmentation INFO: Iters: 40820/150000 || Lr: 0.015027 || Task Loss: 0.4641 || KD Loss: 0.1115|| 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: 19:12:19 || Estimated Time: 2 days, 3:22:05
2023-07-25 05:58:52,506 semantic_segmentation INFO: Iters: 40830/150000 || Lr: 0.015026 || Task Loss: 0.2954 || KD Loss: 0.0709|| 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: 19:12:36 || Estimated Time: 2 days, 3:21:48
2023-07-25 05:59:09,533 semantic_segmentation INFO: Iters: 40840/150000 || Lr: 0.015025 || Task Loss: 0.5361 || KD Loss: 0.1612|| 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: 19:12:54 || Estimated Time: 2 days, 3:21:31
2023-07-25 05:59:26,480 semantic_segmentation INFO: Iters: 40850/150000 || Lr: 0.015024 || Task Loss: 0.6853 || KD Loss: 0.1685|| 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: 19:13:10 || Estimated Time: 2 days, 3:21:14
2023-07-25 05:59:43,803 semantic_segmentation INFO: Iters: 40860/150000 || Lr: 0.015022 || Task Loss: 0.4511 || KD Loss: 0.1200|| 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: 19:13:28 || Estimated Time: 2 days, 3:20:58
2023-07-25 06:00:00,727 semantic_segmentation INFO: Iters: 40870/150000 || Lr: 0.015021 || Task Loss: 0.3851 || KD Loss: 0.0814|| 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: 19:13:45 || Estimated Time: 2 days, 3:20:41
2023-07-25 06:00:17,589 semantic_segmentation INFO: Iters: 40880/150000 || Lr: 0.015020 || Task Loss: 0.3762 || KD Loss: 0.0895|| 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: 19:14:02 || Estimated Time: 2 days, 3:20:24
2023-07-25 06:00:34,514 semantic_segmentation INFO: Iters: 40890/150000 || Lr: 0.015019 || Task Loss: 0.5128 || KD Loss: 0.1281|| 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: 19:14:18 || Estimated Time: 2 days, 3:20:07
2023-07-25 06:00:51,480 semantic_segmentation INFO: Iters: 40900/150000 || Lr: 0.015017 || Task Loss: 0.5418 || KD Loss: 0.1942|| 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: 19:14:35 || Estimated Time: 2 days, 3:19:51
2023-07-25 06:01:08,308 semantic_segmentation INFO: Iters: 40910/150000 || Lr: 0.015016 || Task Loss: 0.4907 || KD Loss: 0.1107|| 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: 19:14:52 || Estimated Time: 2 days, 3:19:33
2023-07-25 06:01:25,315 semantic_segmentation INFO: Iters: 40920/150000 || Lr: 0.015015 || Task Loss: 0.6551 || KD Loss: 0.2719|| 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: 19:15:09 || Estimated Time: 2 days, 3:19:17
2023-07-25 06:01:42,507 semantic_segmentation INFO: Iters: 40930/150000 || Lr: 0.015014 || Task Loss: 0.5445 || KD Loss: 0.1380|| 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: 19:15:26 || Estimated Time: 2 days, 3:19:00
2023-07-25 06:01:59,459 semantic_segmentation INFO: Iters: 40940/150000 || Lr: 0.015012 || Task Loss: 0.5407 || KD Loss: 0.0821|| 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: 19:15:43 || Estimated Time: 2 days, 3:18:43
2023-07-25 06:02:16,413 semantic_segmentation INFO: Iters: 40950/150000 || Lr: 0.015011 || Task Loss: 0.3422 || KD Loss: 0.0916|| 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: 19:16:00 || Estimated Time: 2 days, 3:18:26
2023-07-25 06:02:33,297 semantic_segmentation INFO: Iters: 40960/150000 || Lr: 0.015010 || Task Loss: 0.9639 || KD Loss: 0.2627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:18:09
2023-07-25 06:02:50,170 semantic_segmentation INFO: Iters: 40970/150000 || Lr: 0.015009 || Task Loss: 0.3703 || KD Loss: 0.0964|| 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: 19:16:34 || Estimated Time: 2 days, 3:17:52
2023-07-25 06:03:07,797 semantic_segmentation INFO: Iters: 40980/150000 || Lr: 0.015007 || Task Loss: 0.4565 || KD Loss: 0.1366|| 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: 19:16:52 || Estimated Time: 2 days, 3:17:37
2023-07-25 06:03:24,683 semantic_segmentation INFO: Iters: 40990/150000 || Lr: 0.015006 || Task Loss: 0.3222 || KD Loss: 0.0556|| 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: 19:17:09 || Estimated Time: 2 days, 3:17:20
2023-07-25 06:03:42,066 semantic_segmentation INFO: Iters: 41000/150000 || Lr: 0.015005 || Task Loss: 0.6583 || KD Loss: 0.1897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:26 || Estimated Time: 2 days, 3:17:04
2023-07-25 06:03:58,890 semantic_segmentation INFO: Iters: 41010/150000 || Lr: 0.015004 || Task Loss: 0.7433 || KD Loss: 0.1900|| 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: 19:17:43 || Estimated Time: 2 days, 3:16:47
2023-07-25 06:04:15,890 semantic_segmentation INFO: Iters: 41020/150000 || Lr: 0.015002 || Task Loss: 0.5745 || KD Loss: 0.1454|| 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: 19:18:00 || Estimated Time: 2 days, 3:16:30
2023-07-25 06:04:33,099 semantic_segmentation INFO: Iters: 41030/150000 || Lr: 0.015001 || Task Loss: 0.4793 || KD Loss: 0.1131|| 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: 19:18:17 || Estimated Time: 2 days, 3:16:14
2023-07-25 06:04:50,038 semantic_segmentation INFO: Iters: 41040/150000 || Lr: 0.015000 || Task Loss: 0.7256 || KD Loss: 0.2310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:34 || Estimated Time: 2 days, 3:15:57
2023-07-25 06:05:06,888 semantic_segmentation INFO: Iters: 41050/150000 || Lr: 0.014999 || Task Loss: 0.6052 || KD Loss: 0.2200|| 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: 19:18:51 || Estimated Time: 2 days, 3:15:40
2023-07-25 06:05:24,442 semantic_segmentation INFO: Iters: 41060/150000 || Lr: 0.014998 || Task Loss: 0.5764 || KD Loss: 0.1480|| 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: 19:19:08 || Estimated Time: 2 days, 3:15:25
2023-07-25 06:05:41,295 semantic_segmentation INFO: Iters: 41070/150000 || Lr: 0.014996 || Task Loss: 0.6067 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:25 || Estimated Time: 2 days, 3:15:08
2023-07-25 06:05:58,255 semantic_segmentation INFO: Iters: 41080/150000 || Lr: 0.014995 || Task Loss: 0.4615 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:42 || Estimated Time: 2 days, 3:14:51
2023-07-25 06:06:15,405 semantic_segmentation INFO: Iters: 41090/150000 || Lr: 0.014994 || Task Loss: 0.5244 || KD Loss: 0.0999|| 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: 19:19:59 || Estimated Time: 2 days, 3:14:34
2023-07-25 06:06:32,441 semantic_segmentation INFO: Iters: 41100/150000 || Lr: 0.014993 || Task Loss: 0.3145 || KD Loss: 0.0699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:14:17
2023-07-25 06:06:49,338 semantic_segmentation INFO: Iters: 41110/150000 || Lr: 0.014991 || Task Loss: 0.5094 || KD Loss: 0.1243|| 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: 19:20:33 || Estimated Time: 2 days, 3:14:01
2023-07-25 06:07:06,277 semantic_segmentation INFO: Iters: 41120/150000 || Lr: 0.014990 || Task Loss: 0.5090 || KD Loss: 0.1657|| 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: 19:20:50 || Estimated Time: 2 days, 3:13:44
2023-07-25 06:07:23,157 semantic_segmentation INFO: Iters: 41130/150000 || Lr: 0.014989 || Task Loss: 0.4732 || KD Loss: 0.1321|| 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: 19:21:07 || Estimated Time: 2 days, 3:13:26
2023-07-25 06:07:40,143 semantic_segmentation INFO: Iters: 41140/150000 || Lr: 0.014988 || Task Loss: 0.4884 || KD Loss: 0.1247|| 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: 19:21:24 || Estimated Time: 2 days, 3:13:10
2023-07-25 06:07:57,091 semantic_segmentation INFO: Iters: 41150/150000 || Lr: 0.014986 || Task Loss: 0.5333 || KD Loss: 0.1309|| 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: 19:21:41 || Estimated Time: 2 days, 3:12:53
2023-07-25 06:08:14,094 semantic_segmentation INFO: Iters: 41160/150000 || Lr: 0.014985 || Task Loss: 0.4829 || KD Loss: 0.1645|| 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: 19:21:58 || Estimated Time: 2 days, 3:12:36
2023-07-25 06:08:31,266 semantic_segmentation INFO: Iters: 41170/150000 || Lr: 0.014984 || Task Loss: 0.4888 || KD Loss: 0.1065|| 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: 19:22:15 || Estimated Time: 2 days, 3:12:20
2023-07-25 06:08:48,270 semantic_segmentation INFO: Iters: 41180/150000 || Lr: 0.014983 || Task Loss: 0.5283 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:32 || Estimated Time: 2 days, 3:12:03
2023-07-25 06:09:05,390 semantic_segmentation INFO: Iters: 41190/150000 || Lr: 0.014981 || Task Loss: 0.4248 || KD Loss: 0.1349|| 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: 19:22:49 || Estimated Time: 2 days, 3:11:46
2023-07-25 06:09:22,650 semantic_segmentation INFO: Iters: 41200/150000 || Lr: 0.014980 || Task Loss: 0.4825 || KD Loss: 0.0987|| 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: 19:23:07 || Estimated Time: 2 days, 3:11:30
2023-07-25 06:09:39,664 semantic_segmentation INFO: Iters: 41210/150000 || Lr: 0.014979 || Task Loss: 0.5391 || KD Loss: 0.1230|| 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: 19:23:24 || Estimated Time: 2 days, 3:11:14
2023-07-25 06:09:56,777 semantic_segmentation INFO: Iters: 41220/150000 || Lr: 0.014978 || Task Loss: 0.5385 || KD Loss: 0.1174|| 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: 19:23:41 || Estimated Time: 2 days, 3:10:57
2023-07-25 06:10:14,082 semantic_segmentation INFO: Iters: 41230/150000 || Lr: 0.014976 || Task Loss: 0.6275 || KD Loss: 0.1840|| 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: 19:23:58 || Estimated Time: 2 days, 3:10:41
2023-07-25 06:10:30,953 semantic_segmentation INFO: Iters: 41240/150000 || Lr: 0.014975 || Task Loss: 0.6046 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 3:10:24
2023-07-25 06:10:47,903 semantic_segmentation INFO: Iters: 41250/150000 || Lr: 0.014974 || Task Loss: 0.3375 || KD Loss: 0.0593|| 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: 19:24:32 || Estimated Time: 2 days, 3:10:07
2023-07-25 06:11:04,788 semantic_segmentation INFO: Iters: 41260/150000 || Lr: 0.014973 || Task Loss: 0.5692 || KD Loss: 0.1577|| 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: 19:24:49 || Estimated Time: 2 days, 3:09:50
2023-07-25 06:11:21,675 semantic_segmentation INFO: Iters: 41270/150000 || Lr: 0.014972 || Task Loss: 0.6297 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:06 || Estimated Time: 2 days, 3:09:33
2023-07-25 06:11:38,536 semantic_segmentation INFO: Iters: 41280/150000 || Lr: 0.014970 || Task Loss: 0.5648 || KD Loss: 0.1866|| 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: 19:25:23 || Estimated Time: 2 days, 3:09:16
2023-07-25 06:11:55,447 semantic_segmentation INFO: Iters: 41290/150000 || Lr: 0.014969 || Task Loss: 0.7934 || KD Loss: 0.2168|| 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: 19:25:39 || Estimated Time: 2 days, 3:08:59
2023-07-25 06:12:12,267 semantic_segmentation INFO: Iters: 41300/150000 || Lr: 0.014968 || Task Loss: 0.4276 || KD Loss: 0.1118|| 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: 19:25:56 || Estimated Time: 2 days, 3:08:42
2023-07-25 06:12:29,189 semantic_segmentation INFO: Iters: 41310/150000 || Lr: 0.014967 || Task Loss: 0.5778 || KD Loss: 0.1179|| 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: 19:26:13 || Estimated Time: 2 days, 3:08:25
2023-07-25 06:12:46,056 semantic_segmentation INFO: Iters: 41320/150000 || Lr: 0.014965 || Task Loss: 0.4030 || KD Loss: 0.0889|| 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: 19:26:30 || Estimated Time: 2 days, 3:08:08
2023-07-25 06:13:03,031 semantic_segmentation INFO: Iters: 41330/150000 || Lr: 0.014964 || Task Loss: 0.3951 || KD Loss: 0.0875|| 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: 19:26:47 || Estimated Time: 2 days, 3:07:51
2023-07-25 06:13:19,920 semantic_segmentation INFO: Iters: 41340/150000 || Lr: 0.014963 || Task Loss: 0.4718 || KD Loss: 0.2057|| 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: 19:27:04 || Estimated Time: 2 days, 3:07:34
2023-07-25 06:13:36,833 semantic_segmentation INFO: Iters: 41350/150000 || Lr: 0.014962 || Task Loss: 0.5444 || KD Loss: 0.0908|| 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: 19:27:21 || Estimated Time: 2 days, 3:07:16
2023-07-25 06:13:53,777 semantic_segmentation INFO: Iters: 41360/150000 || Lr: 0.014960 || Task Loss: 0.4144 || KD Loss: 0.0964|| 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: 19:27:38 || Estimated Time: 2 days, 3:07:00
2023-07-25 06:14:10,773 semantic_segmentation INFO: Iters: 41370/150000 || Lr: 0.014959 || Task Loss: 0.4596 || KD Loss: 0.0892|| 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: 19:27:55 || Estimated Time: 2 days, 3:06:43
2023-07-25 06:14:27,630 semantic_segmentation INFO: Iters: 41380/150000 || Lr: 0.014958 || Task Loss: 0.4877 || KD Loss: 0.1125|| 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: 19:28:12 || Estimated Time: 2 days, 3:06:26
2023-07-25 06:14:44,519 semantic_segmentation INFO: Iters: 41390/150000 || Lr: 0.014957 || Task Loss: 0.4751 || KD Loss: 0.1459|| 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: 19:28:28 || Estimated Time: 2 days, 3:06:09
2023-07-25 06:15:01,353 semantic_segmentation INFO: Iters: 41400/150000 || Lr: 0.014955 || Task Loss: 0.4640 || KD Loss: 0.1057|| 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: 19:28:45 || Estimated Time: 2 days, 3:05:51
2023-07-25 06:15:18,266 semantic_segmentation INFO: Iters: 41410/150000 || Lr: 0.014954 || Task Loss: 0.5318 || KD Loss: 0.1938|| 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: 19:29:02 || Estimated Time: 2 days, 3:05:34
2023-07-25 06:15:35,221 semantic_segmentation INFO: Iters: 41420/150000 || Lr: 0.014953 || Task Loss: 0.4198 || KD Loss: 0.0902|| 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: 19:29:19 || Estimated Time: 2 days, 3:05:17
2023-07-25 06:15:52,147 semantic_segmentation INFO: Iters: 41430/150000 || Lr: 0.014952 || Task Loss: 0.6266 || KD Loss: 0.1878|| 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: 19:29:36 || Estimated Time: 2 days, 3:05:01
2023-07-25 06:16:09,007 semantic_segmentation INFO: Iters: 41440/150000 || Lr: 0.014950 || Task Loss: 0.7038 || KD Loss: 0.2074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:53 || Estimated Time: 2 days, 3:04:43
2023-07-25 06:16:25,943 semantic_segmentation INFO: Iters: 41450/150000 || Lr: 0.014949 || Task Loss: 0.6201 || KD Loss: 0.1544|| 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: 19:30:10 || Estimated Time: 2 days, 3:04:26
2023-07-25 06:16:42,812 semantic_segmentation INFO: Iters: 41460/150000 || Lr: 0.014948 || Task Loss: 0.5686 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:27 || Estimated Time: 2 days, 3:04:09
2023-07-25 06:16:59,739 semantic_segmentation INFO: Iters: 41470/150000 || Lr: 0.014947 || Task Loss: 0.4901 || KD Loss: 0.0927|| 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: 19:30:44 || Estimated Time: 2 days, 3:03:52
2023-07-25 06:17:16,994 semantic_segmentation INFO: Iters: 41480/150000 || Lr: 0.014945 || Task Loss: 0.5817 || KD Loss: 0.1735|| 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: 19:31:01 || Estimated Time: 2 days, 3:03:36
2023-07-25 06:17:33,784 semantic_segmentation INFO: Iters: 41490/150000 || Lr: 0.014944 || Task Loss: 0.4750 || KD Loss: 0.1407|| 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: 19:31:18 || Estimated Time: 2 days, 3:03:19
2023-07-25 06:17:50,627 semantic_segmentation INFO: Iters: 41500/150000 || Lr: 0.014943 || Task Loss: 1.0728 || KD Loss: 0.5152|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:35 || Estimated Time: 2 days, 3:03:02
2023-07-25 06:18:07,610 semantic_segmentation INFO: Iters: 41510/150000 || Lr: 0.014942 || Task Loss: 0.4600 || KD Loss: 0.0693|| 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: 19:31:52 || Estimated Time: 2 days, 3:02:45
2023-07-25 06:18:24,718 semantic_segmentation INFO: Iters: 41520/150000 || Lr: 0.014941 || Task Loss: 0.7337 || KD Loss: 0.1863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:09 || Estimated Time: 2 days, 3:02:28
2023-07-25 06:18:41,722 semantic_segmentation INFO: Iters: 41530/150000 || Lr: 0.014939 || Task Loss: 0.6851 || KD Loss: 0.1821|| 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: 19:32:26 || Estimated Time: 2 days, 3:02:12
2023-07-25 06:18:58,645 semantic_segmentation INFO: Iters: 41540/150000 || Lr: 0.014938 || Task Loss: 0.4735 || KD Loss: 0.1189|| 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: 19:32:43 || Estimated Time: 2 days, 3:01:55
2023-07-25 06:19:15,579 semantic_segmentation INFO: Iters: 41550/150000 || Lr: 0.014937 || Task Loss: 0.5572 || KD Loss: 0.1816|| 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: 19:33:00 || Estimated Time: 2 days, 3:01:38
2023-07-25 06:19:32,462 semantic_segmentation INFO: Iters: 41560/150000 || Lr: 0.014936 || Task Loss: 0.5090 || KD Loss: 0.0993|| 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: 19:33:16 || Estimated Time: 2 days, 3:01:21
2023-07-25 06:19:49,363 semantic_segmentation INFO: Iters: 41570/150000 || Lr: 0.014934 || Task Loss: 0.4557 || KD Loss: 0.0952|| 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: 19:33:33 || Estimated Time: 2 days, 3:01:04
2023-07-25 06:20:09,633 semantic_segmentation INFO: Iters: 41580/150000 || Lr: 0.014933 || Task Loss: 0.5395 || KD Loss: 0.1787|| 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: 19:33:54 || Estimated Time: 2 days, 3:00:55
2023-07-25 06:20:26,932 semantic_segmentation INFO: Iters: 41590/150000 || Lr: 0.014932 || Task Loss: 0.6588 || KD Loss: 0.2280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:34:11 || Estimated Time: 2 days, 3:00:39
2023-07-25 06:20:43,844 semantic_segmentation INFO: Iters: 41600/150000 || Lr: 0.014931 || Task Loss: 0.3590 || KD Loss: 0.0933|| 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: 19:34:28 || Estimated Time: 2 days, 3:00:22
2023-07-25 06:20:43,961 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 06:20:44,437 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 06:20:44,460 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.936, mIoU: 0.124
2023-07-25 06:20:44,472 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.945, mIoU: 0.153
2023-07-25 06:20:44,487 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.156
2023-07-25 06:20:44,500 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.228
2023-07-25 06:20:44,512 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.274
2023-07-25 06:20:44,526 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.310
2023-07-25 06:20:44,541 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.314
2023-07-25 06:20:44,554 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.940, mIoU: 0.314
2023-07-25 06:20:44,569 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.338
2023-07-25 06:20:44,584 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.926, mIoU: 0.352
2023-07-25 06:20:44,599 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.367
2023-07-25 06:20:44,611 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.898, mIoU: 0.359
2023-07-25 06:20:44,626 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.900, mIoU: 0.349
2023-07-25 06:20:44,640 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.900, mIoU: 0.341
2023-07-25 06:20:44,653 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.901, mIoU: 0.335
2023-07-25 06:20:44,664 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.893, mIoU: 0.324
2023-07-25 06:20:44,677 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.896, mIoU: 0.325
2023-07-25 06:20:44,691 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.898, mIoU: 0.321
2023-07-25 06:20:44,707 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.900, mIoU: 0.372
2023-07-25 06:20:44,722 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.904, mIoU: 0.372
2023-07-25 06:20:44,738 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.907, mIoU: 0.380
2023-07-25 06:20:44,754 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.904, mIoU: 0.422
2023-07-25 06:20:44,770 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.445
2023-07-25 06:20:44,787 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.907, mIoU: 0.451
2023-07-25 06:20:44,801 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.904, mIoU: 0.450
2023-07-25 06:20:44,817 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.453
2023-07-25 06:20:44,829 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.454
2023-07-25 06:20:44,844 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.904, mIoU: 0.442
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2023-07-25 06:20:44,874 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.910, mIoU: 0.443
2023-07-25 06:20:44,890 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.911, mIoU: 0.442
2023-07-25 06:20:44,905 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.459
2023-07-25 06:20:44,920 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.457
2023-07-25 06:20:44,935 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.492
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2023-07-25 06:20:44,965 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.916, mIoU: 0.491
2023-07-25 06:20:44,978 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.537
2023-07-25 06:20:44,995 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.546
2023-07-25 06:20:45,008 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.545
2023-07-25 06:20:45,021 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.919, mIoU: 0.571
2023-07-25 06:20:45,036 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-25 06:20:45,051 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.567
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2023-07-25 06:20:45,095 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.919, mIoU: 0.573
2023-07-25 06:20:45,108 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.577
2023-07-25 06:20:45,121 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.577
2023-07-25 06:20:45,135 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.575
2023-07-25 06:20:45,152 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.571
2023-07-25 06:20:45,168 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.572
2023-07-25 06:20:45,183 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.572
2023-07-25 06:20:45,197 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-25 06:20:45,213 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-25 06:20:45,228 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.570
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2023-07-25 06:20:45,275 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.919, mIoU: 0.563
2023-07-25 06:20:45,289 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.563
2023-07-25 06:20:45,304 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.597
2023-07-25 06:20:45,318 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.910, mIoU: 0.563
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2023-07-25 06:20:45,346 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.911, mIoU: 0.555
2023-07-25 06:20:45,365 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-25 06:20:45,378 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.557
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2023-07-25 06:20:45,409 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.915, mIoU: 0.558
2023-07-25 06:20:45,423 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.602
2023-07-25 06:20:45,438 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-25 06:20:45,453 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.604
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2023-07-25 06:20:45,497 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.913, mIoU: 0.613
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2023-07-25 06:20:45,582 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 06:20:45,599 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.633
2023-07-25 06:20:45,612 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.909, mIoU: 0.626
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2023-07-25 06:20:45,643 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 06:20:45,658 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.905, mIoU: 0.606
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2023-07-25 06:20:45,706 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 06:20:45,721 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 06:20:45,736 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-25 06:20:45,780 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 06:20:45,795 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.908, mIoU: 0.615
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2023-07-25 06:20:46,161 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:46,174 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.618
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2023-07-25 06:20:46,216 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.913, mIoU: 0.617
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2023-07-25 06:20:46,244 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.914, mIoU: 0.617
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2023-07-25 06:20:46,268 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.620
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2023-07-25 06:20:46,603 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.913, mIoU: 0.635
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2023-07-25 06:20:50,471 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.912, mIoU: 0.612
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2023-07-25 06:20:50,501 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.913, mIoU: 0.613
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2023-07-25 06:20:50,549 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 06:20:50,567 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.612
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2023-07-25 06:20:50,629 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 06:20:50,642 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 06:20:50,657 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.912, mIoU: 0.619
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2023-07-25 06:20:50,702 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 06:20:50,718 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 06:20:50,731 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 06:20:50,747 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 06:20:50,763 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-25 06:20:50,809 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 06:20:50,825 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 06:20:50,841 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.622
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2023-07-25 06:20:50,900 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 06:20:50,913 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.912, mIoU: 0.621
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2023-07-25 06:20:50,973 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 06:20:50,987 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 06:20:51,000 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.911, mIoU: 0.619
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2023-07-25 06:20:51,127 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:51,143 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-25 06:20:51,176 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:51,189 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:51,205 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:51,218 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 06:20:51,234 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 06:20:51,250 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 06:20:51,265 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.912, mIoU: 0.620
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2023-07-25 06:20:51,352 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 06:20:51,367 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-25 06:20:51,393 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-25 06:20:51,422 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-25 06:20:51,451 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,461 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,474 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,490 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-25 06:20:51,518 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 06:20:51,532 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 06:20:51,545 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-25 06:20:51,580 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 06:20:51,605 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-25 06:20:51,666 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 06:20:51,681 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 06:20:51,812 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.915, mIoU: 0.631
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2023-07-25 06:20:51,841 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.627
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2023-07-25 06:20:51,885 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-25 06:20:51,917 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,930 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,944 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 06:20:51,959 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 06:20:51,974 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 06:20:51,989 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 06:20:52,004 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 06:20:52,017 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 06:20:52,032 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 06:20:52,047 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 06:20:52,060 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 06:20:52,115 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-25 06:20:52,155 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 06:20:52,170 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-25 06:20:52,241 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 06:20:52,257 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-25 06:20:52,300 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 06:20:52,314 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 06:20:52,328 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 06:20:52,343 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-25 06:20:52,371 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 06:20:52,384 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 06:20:52,399 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 06:20:52,442 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-25 06:20:52,471 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-25 06:20:52,499 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 06:20:52,515 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.915, mIoU: 0.642
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2023-07-25 06:20:52,608 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 06:20:53,330 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 06:20:53,343 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 06:20:53,359 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 06:20:53,375 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 06:20:53,390 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 06:20:53,404 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,421 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,435 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,451 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,469 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 06:20:53,484 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,499 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 06:20:53,514 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 06:20:53,530 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,544 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,558 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,572 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,587 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:20:53,606 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:20:53,623 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 06:20:53,638 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,648 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 06:20:53,661 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 06:20:53,675 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 06:20:53,688 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,703 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,715 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,728 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,744 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,761 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 06:20:53,777 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 06:20:53,793 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,806 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:53,821 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,835 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:53,849 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:53,865 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:53,881 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:53,896 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:53,912 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:20:53,928 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:20:53,941 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:20:53,956 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:53,971 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 06:20:53,983 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:53,996 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,010 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,026 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 06:20:54,040 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,053 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,067 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,083 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,097 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,110 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:54,123 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,130 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,145 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,161 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,175 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,191 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,206 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,221 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,236 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,251 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,264 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,279 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,293 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 06:20:54,308 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 06:20:54,323 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 06:20:54,335 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 06:20:54,348 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 06:20:54,361 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:20:54,375 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:20:54,388 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 06:20:54,402 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,416 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:20:54,431 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,447 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,459 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,473 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,486 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,498 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,513 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,529 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,544 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,559 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:20:54,574 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,588 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,601 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,617 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:20:54,633 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,649 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,664 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,679 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 06:20:54,694 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 06:20:54,706 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 06:20:54,719 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 06:20:54,731 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 06:20:54,746 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 06:20:54,762 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,775 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,788 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,803 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,818 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,833 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,848 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,863 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:54,876 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 06:20:54,891 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,904 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,920 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,935 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,949 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,965 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,978 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:54,993 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:55,009 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:55,022 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:55,035 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 06:20:55,050 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,065 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,080 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,095 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,107 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,120 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 06:20:55,134 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 06:20:55,147 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 06:20:55,162 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:55,180 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,194 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,209 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,223 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,239 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,254 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,268 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,283 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,298 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,313 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,327 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,342 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,357 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,371 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,384 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,399 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 06:20:55,414 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 06:20:55,431 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,444 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,457 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,470 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 06:20:55,485 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 06:20:55,497 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 06:20:55,510 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 06:20:55,524 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,538 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,551 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,566 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,581 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:55,596 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 06:20:55,612 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:55,626 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 06:20:55,639 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,653 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:55,666 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,679 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,692 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:55,708 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,721 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,734 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,748 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,763 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,778 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,794 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,808 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,821 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,837 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,852 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,868 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,883 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,896 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,909 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,921 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,937 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,953 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:55,967 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,982 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:55,993 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,006 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,021 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,036 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 06:20:56,049 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,063 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,076 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,092 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 06:20:56,105 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,119 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 06:20:56,132 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:56,147 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:56,161 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:56,174 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 06:20:56,190 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,204 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,219 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,234 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,249 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,264 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,279 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,293 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,308 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,323 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,336 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,350 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,363 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,380 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,394 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,410 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,426 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,437 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,452 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,468 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,483 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 06:20:56,496 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,512 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,526 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,539 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,553 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 06:20:56,569 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,583 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,596 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,607 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,624 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,640 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,656 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,670 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,684 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:56,699 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,714 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,729 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,743 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:56,758 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,771 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,785 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,799 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,812 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,828 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,841 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,855 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,870 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,885 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,899 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,914 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,929 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:56,943 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,959 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:56,974 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:56,989 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,004 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,014 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,028 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,042 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,057 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,072 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,088 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,102 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:57,117 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,132 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:57,147 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:57,163 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:57,178 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,191 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,207 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,222 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,237 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:57,250 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:57,265 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:57,280 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,295 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,308 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,323 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 06:20:57,338 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,351 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,365 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 06:20:57,380 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,392 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,406 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,420 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,434 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,449 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,464 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,479 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,494 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,509 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,522 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:57,535 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 06:20:57,550 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,563 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,576 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,591 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,606 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,621 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:57,637 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,651 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,665 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,681 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,696 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,709 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,724 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,737 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,752 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:57,766 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 06:20:57,781 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,796 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,810 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:57,819 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:57,835 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 06:20:57,850 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,863 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,877 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,893 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,908 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,922 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,937 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,952 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:57,968 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:57,983 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:57,998 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,014 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,030 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,043 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,058 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,072 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,086 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:58,099 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,113 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,128 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,143 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,150 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,163 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,175 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 06:20:58,187 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:58,198 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:58,213 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:58,227 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:58,241 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:58,253 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,267 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,282 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,293 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,309 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,322 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,338 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,353 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,369 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,384 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,396 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,410 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,426 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,442 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,456 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,471 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,483 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,493 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,504 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,517 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,528 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,543 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,555 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,570 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,585 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,599 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,613 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,627 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,642 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,657 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,675 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,690 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,704 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,720 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,736 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:58,749 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,762 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,777 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,790 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 06:20:58,807 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 06:20:58,820 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,836 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,851 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,869 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 06:20:58,884 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-25 06:20:58,929 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:58,944 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:58,958 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:58,971 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:58,984 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:58,999 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 06:20:59,013 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 06:20:59,073 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 06:20:59,088 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 06:20:59,132 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 06:20:59,156 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:59,171 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 06:20:59,183 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:59,198 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:59,213 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 06:20:59,228 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:59,244 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 06:20:59,260 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-25 06:20:59,888 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 06:21:00,252 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 06:21:00,268 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 06:21:00,281 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-25 06:21:00,323 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-25 06:21:01,666 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,681 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,694 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,710 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,722 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,737 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,753 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,768 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,780 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:01,796 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,812 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,827 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,839 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,854 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,869 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,880 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,895 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,910 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,925 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,939 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 06:21:01,951 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,966 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,981 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:01,996 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,009 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:21:02,024 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,037 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,051 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,065 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,080 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,095 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 06:21:02,110 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,126 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,139 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,155 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,169 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,184 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,199 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:21:02,212 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,225 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,241 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,256 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,271 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,284 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,297 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,312 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,326 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,339 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,352 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,367 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 06:21:02,382 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 06:21:02,488 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,502 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,517 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,532 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,548 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,562 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 06:21:02,577 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 06:21:02,591 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:02,605 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:02,619 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:02,634 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 06:21:02,663 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 06:21:02,691 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:02,705 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:02,718 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:02,731 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 06:21:03,004 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,019 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 06:21:03,059 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,074 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,089 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,104 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,116 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,131 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 06:21:03,146 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:03,158 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:03,174 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:03,189 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:03,204 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:03,217 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 06:21:03,359 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 06:21:03,435 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 06:21:04,419 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:04,434 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:04,449 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:04,464 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 06:21:04,479 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,494 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,509 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,524 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,537 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,552 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:04,565 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,580 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,595 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,610 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,625 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,637 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:04,653 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,667 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,682 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,697 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,711 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,726 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,741 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,755 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,771 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,784 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,798 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,813 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,828 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,843 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,858 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:21:04,872 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,882 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,897 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,909 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,925 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,940 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,955 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,970 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,981 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:04,991 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:05,007 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:05,022 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 06:21:05,036 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:05,049 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,064 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:05,079 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,092 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:05,106 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:21:05,121 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,135 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,149 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,162 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,176 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,190 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,205 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,217 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,232 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,247 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 06:21:05,261 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:05,277 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:05,290 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:05,304 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:05,319 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 06:21:05,335 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:21:22,131 semantic_segmentation INFO: Iters: 41610/150000 || Lr: 0.014929 || Task Loss: 0.4051 || KD Loss: 0.1104|| 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: 19:35:06 || Estimated Time: 2 days, 3:01:01
2023-07-25 06:21:39,010 semantic_segmentation INFO: Iters: 41620/150000 || Lr: 0.014928 || Task Loss: 0.5004 || KD Loss: 0.1080|| 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: 19:35:23 || Estimated Time: 2 days, 3:00:44
2023-07-25 06:21:55,931 semantic_segmentation INFO: Iters: 41630/150000 || Lr: 0.014927 || Task Loss: 0.2950 || KD Loss: 0.0701|| 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: 19:35:40 || Estimated Time: 2 days, 3:00:27
2023-07-25 06:22:13,270 semantic_segmentation INFO: Iters: 41640/150000 || Lr: 0.014926 || Task Loss: 1.1979 || KD Loss: 0.4505|| 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: 19:35:57 || Estimated Time: 2 days, 3:00:11
2023-07-25 06:22:30,213 semantic_segmentation INFO: Iters: 41650/150000 || Lr: 0.014924 || Task Loss: 0.4431 || KD Loss: 0.0973|| 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: 19:36:14 || Estimated Time: 2 days, 2:59:54
2023-07-25 06:22:47,161 semantic_segmentation INFO: Iters: 41660/150000 || Lr: 0.014923 || Task Loss: 0.3845 || KD Loss: 0.0992|| 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: 19:36:31 || Estimated Time: 2 days, 2:59:37
2023-07-25 06:23:03,945 semantic_segmentation INFO: Iters: 41670/150000 || Lr: 0.014922 || Task Loss: 0.4686 || KD Loss: 0.0948|| 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: 19:36:48 || Estimated Time: 2 days, 2:59:20
2023-07-25 06:23:20,999 semantic_segmentation INFO: Iters: 41680/150000 || Lr: 0.014921 || Task Loss: 0.4489 || KD Loss: 0.1426|| 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: 19:37:05 || Estimated Time: 2 days, 2:59:03
2023-07-25 06:23:37,971 semantic_segmentation INFO: Iters: 41690/150000 || Lr: 0.014919 || Task Loss: 0.5813 || KD Loss: 0.1720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:22 || Estimated Time: 2 days, 2:58:46
2023-07-25 06:23:55,043 semantic_segmentation INFO: Iters: 41700/150000 || Lr: 0.014918 || Task Loss: 0.6484 || KD Loss: 0.2515|| 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: 19:37:39 || Estimated Time: 2 days, 2:58:29
2023-07-25 06:24:12,014 semantic_segmentation INFO: Iters: 41710/150000 || Lr: 0.014917 || Task Loss: 0.6411 || KD Loss: 0.1411|| 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: 19:37:56 || Estimated Time: 2 days, 2:58:13
2023-07-25 06:24:28,941 semantic_segmentation INFO: Iters: 41720/150000 || Lr: 0.014916 || Task Loss: 0.7467 || KD Loss: 0.2524|| 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: 19:38:13 || Estimated Time: 2 days, 2:57:56
2023-07-25 06:24:45,918 semantic_segmentation INFO: Iters: 41730/150000 || Lr: 0.014915 || Task Loss: 0.5180 || KD Loss: 0.1341|| 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: 19:38:30 || Estimated Time: 2 days, 2:57:39
2023-07-25 06:25:02,855 semantic_segmentation INFO: Iters: 41740/150000 || Lr: 0.014913 || Task Loss: 0.6010 || KD Loss: 0.1586|| 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: 19:38:47 || Estimated Time: 2 days, 2:57:22
2023-07-25 06:25:19,775 semantic_segmentation INFO: Iters: 41750/150000 || Lr: 0.014912 || Task Loss: 0.5991 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2591|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:39:04 || Estimated Time: 2 days, 2:57:05
2023-07-25 06:25:36,707 semantic_segmentation INFO: Iters: 41760/150000 || Lr: 0.014911 || Task Loss: 0.3793 || KD Loss: 0.1118|| 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: 19:39:21 || Estimated Time: 2 days, 2:56:48
2023-07-25 06:25:53,920 semantic_segmentation INFO: Iters: 41770/150000 || Lr: 0.014910 || Task Loss: 0.5567 || KD Loss: 0.1347|| 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: 19:39:38 || Estimated Time: 2 days, 2:56:32
2023-07-25 06:26:10,866 semantic_segmentation INFO: Iters: 41780/150000 || Lr: 0.014908 || Task Loss: 0.5892 || KD Loss: 0.1297|| 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: 19:39:55 || Estimated Time: 2 days, 2:56:15
2023-07-25 06:26:28,220 semantic_segmentation INFO: Iters: 41790/150000 || Lr: 0.014907 || Task Loss: 0.8559 || KD Loss: 0.2333|| 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: 19:40:12 || Estimated Time: 2 days, 2:55:59
2023-07-25 06:26:45,596 semantic_segmentation INFO: Iters: 41800/150000 || Lr: 0.014906 || Task Loss: 0.4250 || KD Loss: 0.1001|| 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: 19:40:30 || Estimated Time: 2 days, 2:55:43
2023-07-25 06:27:02,737 semantic_segmentation INFO: Iters: 41810/150000 || Lr: 0.014905 || Task Loss: 0.4997 || KD Loss: 0.1841|| 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: 19:40:47 || Estimated Time: 2 days, 2:55:27
2023-07-25 06:27:19,611 semantic_segmentation INFO: Iters: 41820/150000 || Lr: 0.014903 || Task Loss: 0.5041 || KD Loss: 0.0812|| 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: 19:41:04 || Estimated Time: 2 days, 2:55:09
2023-07-25 06:27:36,544 semantic_segmentation INFO: Iters: 41830/150000 || Lr: 0.014902 || Task Loss: 0.5295 || KD Loss: 0.1517|| 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: 19:41:21 || Estimated Time: 2 days, 2:54:52
2023-07-25 06:27:53,532 semantic_segmentation INFO: Iters: 41840/150000 || Lr: 0.014901 || Task Loss: 0.6512 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:38 || Estimated Time: 2 days, 2:54:36
2023-07-25 06:28:10,984 semantic_segmentation INFO: Iters: 41850/150000 || Lr: 0.014900 || Task Loss: 0.6074 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:55 || Estimated Time: 2 days, 2:54:20
2023-07-25 06:28:27,936 semantic_segmentation INFO: Iters: 41860/150000 || Lr: 0.014898 || Task Loss: 0.6313 || KD Loss: 0.1601|| 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: 19:42:12 || Estimated Time: 2 days, 2:54:03
2023-07-25 06:28:44,930 semantic_segmentation INFO: Iters: 41870/150000 || Lr: 0.014897 || Task Loss: 0.5141 || KD Loss: 0.1326|| 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: 19:42:29 || Estimated Time: 2 days, 2:53:46
2023-07-25 06:29:01,908 semantic_segmentation INFO: Iters: 41880/150000 || Lr: 0.014896 || Task Loss: 0.3656 || KD Loss: 0.1027|| 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: 19:42:46 || Estimated Time: 2 days, 2:53:29
2023-07-25 06:29:18,733 semantic_segmentation INFO: Iters: 41890/150000 || Lr: 0.014895 || Task Loss: 0.6003 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:03 || Estimated Time: 2 days, 2:53:12
2023-07-25 06:29:35,721 semantic_segmentation INFO: Iters: 41900/150000 || Lr: 0.014893 || Task Loss: 0.6839 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:20 || Estimated Time: 2 days, 2:52:55
2023-07-25 06:29:52,642 semantic_segmentation INFO: Iters: 41910/150000 || Lr: 0.014892 || Task Loss: 0.5328 || KD Loss: 0.0968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 2:52:38
2023-07-25 06:30:09,591 semantic_segmentation INFO: Iters: 41920/150000 || Lr: 0.014891 || Task Loss: 0.4199 || KD Loss: 0.1115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:54 || Estimated Time: 2 days, 2:52:21
2023-07-25 06:30:26,526 semantic_segmentation INFO: Iters: 41930/150000 || Lr: 0.014890 || Task Loss: 0.4507 || KD Loss: 0.0943|| 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: 19:44:11 || Estimated Time: 2 days, 2:52:04
2023-07-25 06:30:43,504 semantic_segmentation INFO: Iters: 41940/150000 || Lr: 0.014888 || Task Loss: 0.3656 || KD Loss: 0.0653|| 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: 19:44:27 || Estimated Time: 2 days, 2:51:47
2023-07-25 06:31:00,443 semantic_segmentation INFO: Iters: 41950/150000 || Lr: 0.014887 || Task Loss: 0.3435 || KD Loss: 0.0749|| 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: 19:44:44 || Estimated Time: 2 days, 2:51:31
2023-07-25 06:31:17,405 semantic_segmentation INFO: Iters: 41960/150000 || Lr: 0.014886 || Task Loss: 0.4050 || KD Loss: 0.0739|| 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: 19:45:01 || Estimated Time: 2 days, 2:51:14
2023-07-25 06:31:34,293 semantic_segmentation INFO: Iters: 41970/150000 || Lr: 0.014885 || Task Loss: 0.4685 || KD Loss: 0.1244|| 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: 19:45:18 || Estimated Time: 2 days, 2:50:56
2023-07-25 06:31:51,444 semantic_segmentation INFO: Iters: 41980/150000 || Lr: 0.014884 || Task Loss: 0.4439 || KD Loss: 0.1181|| 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: 19:45:35 || Estimated Time: 2 days, 2:50:40
2023-07-25 06:32:08,373 semantic_segmentation INFO: Iters: 41990/150000 || Lr: 0.014882 || Task Loss: 0.3664 || KD Loss: 0.0726|| 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: 19:45:52 || Estimated Time: 2 days, 2:50:23
2023-07-25 06:32:25,238 semantic_segmentation INFO: Iters: 42000/150000 || Lr: 0.014881 || Task Loss: 0.4147 || KD Loss: 0.1059|| 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: 19:46:09 || Estimated Time: 2 days, 2:50:06
2023-07-25 06:32:42,157 semantic_segmentation INFO: Iters: 42010/150000 || Lr: 0.014880 || Task Loss: 0.7322 || KD Loss: 0.2461|| 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: 19:46:26 || Estimated Time: 2 days, 2:49:49
2023-07-25 06:32:59,185 semantic_segmentation INFO: Iters: 42020/150000 || Lr: 0.014879 || Task Loss: 0.7315 || KD Loss: 0.1812|| 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: 19:46:43 || Estimated Time: 2 days, 2:49:32
2023-07-25 06:33:16,100 semantic_segmentation INFO: Iters: 42030/150000 || Lr: 0.014877 || Task Loss: 0.6545 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 2:49:15
2023-07-25 06:33:33,078 semantic_segmentation INFO: Iters: 42040/150000 || Lr: 0.014876 || Task Loss: 0.5483 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:47:17 || Estimated Time: 2 days, 2:48:58
2023-07-25 06:33:50,092 semantic_segmentation INFO: Iters: 42050/150000 || Lr: 0.014875 || Task Loss: 0.3881 || KD Loss: 0.0863|| 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: 19:47:34 || Estimated Time: 2 days, 2:48:42
2023-07-25 06:34:07,089 semantic_segmentation INFO: Iters: 42060/150000 || Lr: 0.014874 || Task Loss: 0.6777 || KD Loss: 0.1660|| 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: 19:47:51 || Estimated Time: 2 days, 2:48:25
2023-07-25 06:34:23,984 semantic_segmentation INFO: Iters: 42070/150000 || Lr: 0.014872 || Task Loss: 0.3783 || KD Loss: 0.1101|| 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: 19:48:08 || Estimated Time: 2 days, 2:48:08
2023-07-25 06:34:40,892 semantic_segmentation INFO: Iters: 42080/150000 || Lr: 0.014871 || Task Loss: 0.5247 || KD Loss: 0.1517|| 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: 19:48:25 || Estimated Time: 2 days, 2:47:51
2023-07-25 06:34:57,863 semantic_segmentation INFO: Iters: 42090/150000 || Lr: 0.014870 || Task Loss: 0.5275 || KD Loss: 0.0986|| 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: 19:48:42 || Estimated Time: 2 days, 2:47:34
2023-07-25 06:35:14,819 semantic_segmentation INFO: Iters: 42100/150000 || Lr: 0.014869 || Task Loss: 0.4432 || KD Loss: 0.1002|| 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: 19:48:59 || Estimated Time: 2 days, 2:47:17
2023-07-25 06:35:32,064 semantic_segmentation INFO: Iters: 42110/150000 || Lr: 0.014867 || Task Loss: 0.6978 || KD Loss: 0.1813|| 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: 19:49:16 || Estimated Time: 2 days, 2:47:01
2023-07-25 06:35:49,542 semantic_segmentation INFO: Iters: 42120/150000 || Lr: 0.014866 || Task Loss: 0.5623 || KD Loss: 0.1697|| 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: 19:49:34 || Estimated Time: 2 days, 2:46:45
2023-07-25 06:36:06,410 semantic_segmentation INFO: Iters: 42130/150000 || Lr: 0.014865 || Task Loss: 0.5553 || KD Loss: 0.1255|| 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: 19:49:50 || Estimated Time: 2 days, 2:46:28
2023-07-25 06:36:23,282 semantic_segmentation INFO: Iters: 42140/150000 || Lr: 0.014864 || Task Loss: 0.9062 || KD Loss: 0.2982|| 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: 19:50:07 || Estimated Time: 2 days, 2:46:11
2023-07-25 06:36:40,739 semantic_segmentation INFO: Iters: 42150/150000 || Lr: 0.014862 || Task Loss: 0.4747 || KD Loss: 0.1097|| 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: 19:50:25 || Estimated Time: 2 days, 2:45:55
2023-07-25 06:36:57,697 semantic_segmentation INFO: Iters: 42160/150000 || Lr: 0.014861 || Task Loss: 0.3926 || KD Loss: 0.0910|| 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: 19:50:42 || Estimated Time: 2 days, 2:45:38
2023-07-25 06:37:14,661 semantic_segmentation INFO: Iters: 42170/150000 || Lr: 0.014860 || Task Loss: 0.3474 || KD Loss: 0.0647|| 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: 19:50:59 || Estimated Time: 2 days, 2:45:21
2023-07-25 06:37:32,095 semantic_segmentation INFO: Iters: 42180/150000 || Lr: 0.014859 || Task Loss: 0.5196 || KD Loss: 0.1342|| 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: 19:51:16 || Estimated Time: 2 days, 2:45:06
2023-07-25 06:37:48,971 semantic_segmentation INFO: Iters: 42190/150000 || Lr: 0.014857 || Task Loss: 0.5902 || KD Loss: 0.1555|| 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: 19:51:33 || Estimated Time: 2 days, 2:44:49
2023-07-25 06:38:06,011 semantic_segmentation INFO: Iters: 42200/150000 || Lr: 0.014856 || Task Loss: 0.5137 || KD Loss: 0.1111|| 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: 19:51:50 || Estimated Time: 2 days, 2:44:32
2023-07-25 06:38:22,883 semantic_segmentation INFO: Iters: 42210/150000 || Lr: 0.014855 || Task Loss: 0.9296 || KD Loss: 0.4081|| 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: 19:52:07 || Estimated Time: 2 days, 2:44:15
2023-07-25 06:38:39,872 semantic_segmentation INFO: Iters: 42220/150000 || Lr: 0.014854 || Task Loss: 0.6652 || KD Loss: 0.1403|| 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: 19:52:24 || Estimated Time: 2 days, 2:43:58
2023-07-25 06:38:56,849 semantic_segmentation INFO: Iters: 42230/150000 || Lr: 0.014853 || Task Loss: 0.3999 || KD Loss: 0.0923|| 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: 19:52:41 || Estimated Time: 2 days, 2:43:41
2023-07-25 06:39:14,084 semantic_segmentation INFO: Iters: 42240/150000 || Lr: 0.014851 || Task Loss: 0.5272 || KD Loss: 0.1390|| 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: 19:52:58 || Estimated Time: 2 days, 2:43:25
2023-07-25 06:39:31,247 semantic_segmentation INFO: Iters: 42250/150000 || Lr: 0.014850 || Task Loss: 0.6787 || KD Loss: 0.2016|| 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: 19:53:15 || Estimated Time: 2 days, 2:43:08
2023-07-25 06:39:48,338 semantic_segmentation INFO: Iters: 42260/150000 || Lr: 0.014849 || Task Loss: 0.4134 || KD Loss: 0.0912|| 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: 19:53:32 || Estimated Time: 2 days, 2:42:52
2023-07-25 06:40:05,265 semantic_segmentation INFO: Iters: 42270/150000 || Lr: 0.014848 || Task Loss: 0.4469 || KD Loss: 0.1376|| 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: 19:53:49 || Estimated Time: 2 days, 2:42:35
2023-07-25 06:40:22,223 semantic_segmentation INFO: Iters: 42280/150000 || Lr: 0.014846 || Task Loss: 0.4448 || KD Loss: 0.1114|| 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: 19:54:06 || Estimated Time: 2 days, 2:42:18
2023-07-25 06:40:39,130 semantic_segmentation INFO: Iters: 42290/150000 || Lr: 0.014845 || Task Loss: 0.5186 || KD Loss: 0.1117|| 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: 19:54:23 || Estimated Time: 2 days, 2:42:01
2023-07-25 06:40:56,075 semantic_segmentation INFO: Iters: 42300/150000 || Lr: 0.014844 || Task Loss: 0.3113 || KD Loss: 0.0570|| 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: 19:54:40 || Estimated Time: 2 days, 2:41:44
2023-07-25 06:41:13,065 semantic_segmentation INFO: Iters: 42310/150000 || Lr: 0.014843 || Task Loss: 0.5151 || KD Loss: 0.1056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:57 || Estimated Time: 2 days, 2:41:27
2023-07-25 06:41:29,986 semantic_segmentation INFO: Iters: 42320/150000 || Lr: 0.014841 || Task Loss: 0.3641 || KD Loss: 0.1026|| 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: 19:55:14 || Estimated Time: 2 days, 2:41:10
2023-07-25 06:41:46,877 semantic_segmentation INFO: Iters: 42330/150000 || Lr: 0.014840 || Task Loss: 0.6981 || KD Loss: 0.2560|| 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: 19:55:31 || Estimated Time: 2 days, 2:40:53
2023-07-25 06:42:03,865 semantic_segmentation INFO: Iters: 42340/150000 || Lr: 0.014839 || Task Loss: 0.6762 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:48 || Estimated Time: 2 days, 2:40:36
2023-07-25 06:42:21,263 semantic_segmentation INFO: Iters: 42350/150000 || Lr: 0.014838 || Task Loss: 0.4164 || KD Loss: 0.0955|| 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: 19:56:05 || Estimated Time: 2 days, 2:40:20
2023-07-25 06:42:38,134 semantic_segmentation INFO: Iters: 42360/150000 || Lr: 0.014836 || Task Loss: 0.5250 || KD Loss: 0.1266|| 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: 19:56:22 || Estimated Time: 2 days, 2:40:03
2023-07-25 06:42:55,078 semantic_segmentation INFO: Iters: 42370/150000 || Lr: 0.014835 || Task Loss: 0.4843 || KD Loss: 0.1424|| 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: 19:56:39 || Estimated Time: 2 days, 2:39:46
2023-07-25 06:43:12,114 semantic_segmentation INFO: Iters: 42380/150000 || Lr: 0.014834 || Task Loss: 0.4510 || KD Loss: 0.0792|| 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: 19:56:56 || Estimated Time: 2 days, 2:39:30
2023-07-25 06:43:29,603 semantic_segmentation INFO: Iters: 42390/150000 || Lr: 0.014833 || Task Loss: 0.4716 || KD Loss: 0.0956|| 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: 19:57:14 || Estimated Time: 2 days, 2:39:14
2023-07-25 06:43:46,457 semantic_segmentation INFO: Iters: 42400/150000 || Lr: 0.014831 || Task Loss: 0.4464 || KD Loss: 0.0789|| 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: 19:57:30 || Estimated Time: 2 days, 2:38:57
2023-07-25 06:43:46,570 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 06:43:47,016 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-25 06:43:47,031 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-25 06:43:47,043 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.157
2023-07-25 06:43:47,057 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.156
2023-07-25 06:43:47,069 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.224
2023-07-25 06:43:47,081 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.270
2023-07-25 06:43:47,095 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.313
2023-07-25 06:43:47,108 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.320
2023-07-25 06:43:47,120 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.362
2023-07-25 06:43:47,134 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.393
2023-07-25 06:43:47,147 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.447
2023-07-25 06:43:47,162 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.492
2023-07-25 06:43:47,174 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.461
2023-07-25 06:43:47,187 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.445
2023-07-25 06:43:47,201 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.929, mIoU: 0.442
2023-07-25 06:43:47,213 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.437
2023-07-25 06:43:47,223 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.430
2023-07-25 06:43:47,235 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.430
2023-07-25 06:43:47,249 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.427
2023-07-25 06:43:47,264 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.464
2023-07-25 06:43:47,277 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-25 06:43:47,292 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.478
2023-07-25 06:43:47,305 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.510
2023-07-25 06:43:47,320 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.509
2023-07-25 06:43:47,336 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.508
2023-07-25 06:43:47,349 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.506
2023-07-25 06:43:47,363 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.509
2023-07-25 06:43:47,375 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.510
2023-07-25 06:43:47,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.501
2023-07-25 06:43:47,404 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.501
2023-07-25 06:43:47,417 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.502
2023-07-25 06:43:47,432 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.501
2023-07-25 06:43:47,446 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.505
2023-07-25 06:43:47,461 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.497
2023-07-25 06:43:47,475 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.540
2023-07-25 06:43:47,490 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.541
2023-07-25 06:43:47,502 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.540
2023-07-25 06:43:47,515 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.586
2023-07-25 06:43:47,531 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.581
2023-07-25 06:43:47,543 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.933, mIoU: 0.580
2023-07-25 06:43:47,556 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.609
2023-07-25 06:43:47,571 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.609
2023-07-25 06:43:47,585 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-25 06:43:47,598 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-25 06:43:47,612 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.612
2023-07-25 06:43:47,627 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-25 06:43:47,640 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-25 06:43:47,652 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-25 06:43:47,665 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-25 06:43:47,681 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-25 06:43:47,696 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-25 06:43:47,711 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-25 06:43:47,723 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-25 06:43:47,739 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.596
2023-07-25 06:43:47,754 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-25 06:43:47,767 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.600
2023-07-25 06:43:47,782 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.600
2023-07-25 06:43:47,799 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.599
2023-07-25 06:43:47,811 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.601
2023-07-25 06:43:47,826 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.584
2023-07-25 06:43:47,840 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-25 06:43:47,855 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.610
2023-07-25 06:43:47,868 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.609
2023-07-25 06:43:47,886 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-25 06:43:47,900 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-25 06:43:47,915 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-25 06:43:47,930 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-25 06:43:47,944 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-25 06:43:47,960 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.657
2023-07-25 06:43:47,976 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.652
2023-07-25 06:43:47,992 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-25 06:43:48,008 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-25 06:43:48,026 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-25 06:43:48,042 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-25 06:43:48,057 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-25 06:43:48,072 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-25 06:43:48,088 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 06:43:48,098 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 06:43:48,113 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 06:43:48,130 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 06:43:48,144 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:43:48,159 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:43:48,174 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 06:43:48,189 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 06:43:48,205 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:48,220 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 06:43:48,235 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 06:43:48,250 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 06:43:48,265 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:43:48,278 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:43:48,292 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:48,308 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 06:43:48,323 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 06:43:48,338 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.664
2023-07-25 06:43:48,353 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.913, mIoU: 0.662
2023-07-25 06:43:48,368 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.662
2023-07-25 06:43:48,381 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.662
2023-07-25 06:43:48,394 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.663
2023-07-25 06:43:48,410 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.663
2023-07-25 06:43:48,424 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.916, mIoU: 0.664
2023-07-25 06:43:48,440 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:43:48,454 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:43:48,468 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:43:48,483 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:43:48,499 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:43:48,512 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:43:48,527 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 06:43:48,543 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:43:48,556 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:48,569 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:48,582 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 06:43:48,595 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 06:43:48,610 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:43:48,625 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:43:48,640 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 06:43:48,653 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 06:43:48,666 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:43:48,681 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:48,694 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 06:43:48,709 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 06:43:48,724 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:48,737 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:48,750 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:48,765 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:48,781 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 06:43:48,789 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 06:43:48,801 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 06:43:48,818 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 06:43:48,827 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 06:43:48,840 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 06:43:48,856 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 06:43:48,871 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 06:43:48,884 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 06:43:48,900 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 06:43:48,913 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 06:43:48,926 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 06:43:48,942 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 06:43:48,955 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 06:43:48,970 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:48,984 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 06:43:48,999 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 06:43:49,016 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 06:43:49,032 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:49,049 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 06:43:49,064 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 06:43:49,078 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 06:43:49,093 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 06:43:49,107 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 06:43:49,118 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.914, mIoU: 0.660
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2023-07-25 06:43:52,217 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.908, mIoU: 0.628
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2023-07-25 06:43:53,013 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.908, mIoU: 0.622
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2023-07-25 06:43:53,966 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.910, mIoU: 0.637
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2023-07-25 06:43:54,874 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:54,887 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:54,901 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.912, mIoU: 0.645
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2023-07-25 06:43:54,943 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:54,958 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:54,974 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:54,990 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:55,003 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 06:43:55,019 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,034 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,047 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,062 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,077 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,092 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,108 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,122 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,138 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:55,153 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:55,169 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:55,179 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,194 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,209 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,222 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,237 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,250 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,265 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,280 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,294 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 06:43:55,308 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,321 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,335 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,350 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,366 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,381 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,396 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,411 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,424 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,439 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,455 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,468 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,483 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,498 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,513 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,528 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,543 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,555 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,570 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,585 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,599 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 06:43:55,614 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,629 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,640 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,655 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,670 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,685 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-25 06:43:55,727 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,743 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,758 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 06:43:55,774 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,789 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:55,805 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,822 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 06:43:55,836 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 06:43:55,849 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 06:43:55,864 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 06:43:55,880 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,895 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,908 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,923 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,937 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,952 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,967 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,983 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 06:43:55,998 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.646
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2023-07-25 06:43:56,042 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:56,056 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.650
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2023-07-25 06:43:56,119 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:56,135 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:56,146 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:56,160 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:56,175 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 06:43:56,188 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:56,203 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 06:43:56,216 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 06:43:56,230 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 06:43:56,245 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 06:43:56,262 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:56,277 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:56,293 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 06:43:56,306 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 06:43:56,322 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,335 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,349 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,364 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,380 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,395 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,410 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:56,425 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 06:43:56,438 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,453 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 06:43:56,467 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 06:43:56,480 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.650
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2023-07-25 06:43:56,507 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.650
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2023-07-25 06:43:56,596 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.914, mIoU: 0.649
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2023-07-25 06:43:56,766 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.650
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2023-07-25 06:43:56,933 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 06:43:56,949 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 06:43:56,961 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 06:43:56,975 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.914, mIoU: 0.652
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2023-07-25 06:43:57,016 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 06:43:57,077 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 06:43:57,158 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.653
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2023-07-25 06:43:57,188 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 06:43:57,313 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 06:43:57,536 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 06:43:57,623 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 06:43:57,663 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:57,677 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:57,694 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:57,707 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,722 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,734 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,749 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,764 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,776 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,789 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,804 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,821 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:57,834 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:57,849 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:57,864 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:57,878 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:57,891 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 06:43:57,906 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:57,922 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:57,939 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:57,952 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:57,966 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:57,979 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:57,995 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,008 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,022 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 06:43:58,037 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,053 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,066 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,082 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,098 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,114 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,130 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,144 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,158 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,173 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,186 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,199 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,212 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,227 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,240 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,252 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,266 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,282 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,296 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,311 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,325 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,337 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,352 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,366 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,381 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,397 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,410 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,423 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,435 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,452 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,468 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,482 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,497 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,509 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,522 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,538 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,553 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,567 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,582 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,595 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,610 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,623 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,638 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 06:43:58,651 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,665 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,680 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,693 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 06:43:58,708 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,722 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,737 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,751 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,766 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,780 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:58,795 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,809 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,825 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,840 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,853 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,866 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,879 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,896 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,910 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,928 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,943 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:58,956 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:58,970 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:58,987 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,002 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:59,016 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 06:43:59,032 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,047 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,060 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:59,075 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 06:43:59,091 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,106 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,119 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,131 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,148 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,164 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,180 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,194 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,209 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 06:43:59,223 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:59,238 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:59,253 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:59,266 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 06:43:59,281 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,294 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,309 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,324 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,337 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,352 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,365 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,379 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,394 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,409 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,423 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,438 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,452 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,467 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,483 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,497 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,513 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,528 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,538 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,553 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,566 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,581 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,596 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 06:43:59,611 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,624 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,639 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,654 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,668 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,683 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,699 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,712 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,727 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 06:43:59,741 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,756 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,769 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 06:43:59,783 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:43:59,798 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,813 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,826 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,842 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,857 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,871 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,885 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,900 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:43:59,913 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:43:59,927 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:43:59,940 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,955 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,970 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:43:59,985 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,000 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:44:00,015 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 06:44:00,030 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,043 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,056 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,070 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,083 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,096 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,112 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,127 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,141 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,157 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,170 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,184 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,200 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,215 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,228 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,242 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,256 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,271 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,286 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,302 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,318 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,333 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,342 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,358 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,374 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,387 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,401 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,416 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,431 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,444 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,458 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,473 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,488 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,503 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,518 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 06:44:00,534 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,549 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,562 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,577 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 06:44:00,592 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,605 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,618 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,633 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,648 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,663 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 06:44:00,671 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,684 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,697 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,710 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,722 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,737 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,752 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 06:44:00,767 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 06:44:00,779 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 06:44:00,793 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 06:44:00,811 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 06:44:00,823 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 06:44:00,840 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 06:44:00,854 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:44:00,869 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:00,884 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:00,898 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:00,913 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:00,924 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:00,937 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:00,952 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:00,966 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:00,981 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:00,995 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,008 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,018 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,029 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,041 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,053 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,067 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,081 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 06:44:01,096 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 06:44:01,112 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:44:01,127 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:44:01,141 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 06:44:01,157 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:01,172 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:01,188 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:01,205 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,220 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,234 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,249 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,265 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,277 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,290 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,305 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,317 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,333 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,346 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,361 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,376 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,393 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,408 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,421 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:01,435 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 06:44:01,450 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 06:44:01,464 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,479 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,492 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,505 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,519 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,534 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 06:44:01,549 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 06:44:01,564 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 06:44:01,579 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 06:44:01,594 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 06:44:01,609 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,623 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,636 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,651 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,662 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,675 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,690 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,702 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,717 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,732 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,748 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,763 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,779 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,794 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 06:44:01,810 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,823 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,839 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,852 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,867 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,882 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,894 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,909 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,922 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,936 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,951 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,966 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,980 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:01,995 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,008 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,020 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,034 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,047 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,060 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,076 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,091 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,107 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,120 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,133 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,149 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,165 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,181 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,195 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,208 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,225 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 06:44:02,240 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,255 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,270 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,285 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,300 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,314 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,329 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,344 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,359 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,373 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,388 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 06:44:02,400 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 06:44:02,415 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 06:44:02,429 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,444 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,457 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,471 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 06:44:02,485 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,501 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,515 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 06:44:02,530 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,545 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,560 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,576 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,591 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,607 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,621 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,636 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,653 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,666 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 06:44:02,682 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 06:44:02,695 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 06:44:02,704 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,719 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:02,734 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.918, mIoU: 0.666
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2023-07-25 06:44:02,761 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:02,776 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:02,789 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,801 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,816 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,831 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,845 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:02,862 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.918, mIoU: 0.665
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2023-07-25 06:44:02,892 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,907 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,921 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:02,936 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.918, mIoU: 0.665
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2023-07-25 06:44:02,993 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,008 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,023 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,038 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.918, mIoU: 0.665
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2023-07-25 06:44:03,066 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.918, mIoU: 0.666
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2023-07-25 06:44:03,096 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,109 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,124 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,139 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,154 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,168 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,181 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,196 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,211 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,227 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,243 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,255 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,271 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,283 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.918, mIoU: 0.665
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2023-07-25 06:44:03,324 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,339 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,354 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,369 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,379 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 06:44:03,392 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.918, mIoU: 0.666
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2023-07-25 06:44:03,566 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.918, mIoU: 0.664
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2023-07-25 06:44:03,695 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:03,711 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.918, mIoU: 0.666
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2023-07-25 06:44:04,101 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 06:44:04,116 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.918, mIoU: 0.666
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2023-07-25 06:44:04,259 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 06:44:04,274 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.918, mIoU: 0.667
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2023-07-25 06:44:04,471 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:04,485 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:04,500 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:04,513 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 06:44:04,529 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.665
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2023-07-25 06:44:04,588 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 06:44:04,603 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 06:44:04,618 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,635 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,649 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,664 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,679 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,694 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:04,722 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,735 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:04,751 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:04,766 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:04,781 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:04,794 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:04,822 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:04,837 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:04,850 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,863 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,877 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,892 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,907 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,921 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,936 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:04,980 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:04,995 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:05,009 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:05,070 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:05,100 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:05,114 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.916, mIoU: 0.660
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2023-07-25 06:44:05,289 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.916, mIoU: 0.661
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2023-07-25 06:44:05,721 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.663
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2023-07-25 06:44:05,910 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:05,925 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:05,940 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:05,955 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.664
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2023-07-25 06:44:05,985 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 06:44:05,995 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,010 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,023 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,036 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,052 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,067 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,081 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,094 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,107 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,120 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,135 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,149 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,163 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,179 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,192 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,207 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,223 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,237 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 06:44:06,253 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,270 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,284 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,299 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,311 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,328 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,344 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,359 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,374 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,387 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,401 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,415 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,429 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,443 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,456 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,469 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,484 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,498 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,513 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 06:44:06,526 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,540 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,557 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,572 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,587 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 06:44:06,603 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,611 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,627 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,640 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:06,653 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:06,668 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:06,684 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:06,698 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:06,714 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,730 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,745 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,761 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,774 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,789 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,806 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,821 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,836 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,851 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,868 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,881 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,895 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,910 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,924 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:06,937 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,950 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,964 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,979 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:06,994 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,009 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,024 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:07,039 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:07,054 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:07,067 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 06:44:07,082 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,095 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,110 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,126 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,142 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,157 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,170 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,185 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,200 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,216 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,230 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,245 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.916, mIoU: 0.661
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2023-07-25 06:44:07,278 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,291 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,306 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,319 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,334 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,349 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,364 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,379 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,394 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,408 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,418 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,433 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,446 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,461 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,476 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,491 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,506 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,517 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,527 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,544 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,558 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,573 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,586 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,601 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,616 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,629 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,644 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,659 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,673 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,687 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,700 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,715 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,729 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,744 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,756 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,771 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,785 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,800 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 06:44:07,815 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,829 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,842 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,857 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 06:44:07,873 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 06:44:24,971 semantic_segmentation INFO: Iters: 42410/150000 || Lr: 0.014830 || Task Loss: 0.3953 || KD Loss: 0.0993|| 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: 19:58:09 || Estimated Time: 2 days, 2:39:35
2023-07-25 06:44:41,827 semantic_segmentation INFO: Iters: 42420/150000 || Lr: 0.014829 || Task Loss: 0.3988 || KD Loss: 0.0668|| 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: 19:58:26 || Estimated Time: 2 days, 2:39:17
2023-07-25 06:45:01,478 semantic_segmentation INFO: Iters: 42430/150000 || Lr: 0.014828 || Task Loss: 0.7392 || KD Loss: 0.2759|| 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: 19:58:45 || Estimated Time: 2 days, 2:39:07
2023-07-25 06:45:19,621 semantic_segmentation INFO: Iters: 42440/150000 || Lr: 0.014826 || Task Loss: 0.6509 || KD Loss: 0.1776|| 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: 19:59:04 || Estimated Time: 2 days, 2:38:53
2023-07-25 06:45:36,635 semantic_segmentation INFO: Iters: 42450/150000 || Lr: 0.014825 || Task Loss: 0.5494 || KD Loss: 0.1113|| 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: 19:59:21 || Estimated Time: 2 days, 2:38:37
2023-07-25 06:45:53,498 semantic_segmentation INFO: Iters: 42460/150000 || Lr: 0.014824 || Task Loss: 0.5169 || KD Loss: 0.1938|| 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: 19:59:37 || Estimated Time: 2 days, 2:38:19
2023-07-25 06:46:10,557 semantic_segmentation INFO: Iters: 42470/150000 || Lr: 0.014823 || Task Loss: 0.4889 || KD Loss: 0.1443|| 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: 19:59:55 || Estimated Time: 2 days, 2:38:03
2023-07-25 06:46:27,483 semantic_segmentation INFO: Iters: 42480/150000 || Lr: 0.014821 || Task Loss: 0.7905 || KD Loss: 0.3348|| 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: 20:00:11 || Estimated Time: 2 days, 2:37:46
2023-07-25 06:46:44,484 semantic_segmentation INFO: Iters: 42490/150000 || Lr: 0.014820 || Task Loss: 1.4294 || KD Loss: 0.6487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2773|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:28 || Estimated Time: 2 days, 2:37:29
2023-07-25 06:47:01,412 semantic_segmentation INFO: Iters: 42500/150000 || Lr: 0.014819 || Task Loss: 0.4624 || KD Loss: 0.1206|| 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: 20:00:45 || Estimated Time: 2 days, 2:37:12
2023-07-25 06:47:18,825 semantic_segmentation INFO: Iters: 42510/150000 || Lr: 0.014818 || Task Loss: 0.4115 || KD Loss: 0.0988|| 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: 20:01:03 || Estimated Time: 2 days, 2:36:56
2023-07-25 06:47:35,824 semantic_segmentation INFO: Iters: 42520/150000 || Lr: 0.014817 || Task Loss: 0.6047 || KD Loss: 0.1374|| 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: 20:01:20 || Estimated Time: 2 days, 2:36:39
2023-07-25 06:47:52,741 semantic_segmentation INFO: Iters: 42530/150000 || Lr: 0.014815 || Task Loss: 0.5657 || KD Loss: 0.0988|| 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: 20:01:37 || Estimated Time: 2 days, 2:36:22
2023-07-25 06:48:09,962 semantic_segmentation INFO: Iters: 42540/150000 || Lr: 0.014814 || Task Loss: 0.5424 || KD Loss: 0.1474|| 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: 20:01:54 || Estimated Time: 2 days, 2:36:06
2023-07-25 06:48:26,859 semantic_segmentation INFO: Iters: 42550/150000 || Lr: 0.014813 || Task Loss: 0.3991 || KD Loss: 0.0672|| 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: 20:02:11 || Estimated Time: 2 days, 2:35:49
2023-07-25 06:48:43,822 semantic_segmentation INFO: Iters: 42560/150000 || Lr: 0.014812 || Task Loss: 0.6306 || KD Loss: 0.2181|| 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: 20:02:28 || Estimated Time: 2 days, 2:35:32
2023-07-25 06:49:00,808 semantic_segmentation INFO: Iters: 42570/150000 || Lr: 0.014810 || Task Loss: 0.4628 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:02:45 || Estimated Time: 2 days, 2:35:15
2023-07-25 06:49:17,819 semantic_segmentation INFO: Iters: 42580/150000 || Lr: 0.014809 || Task Loss: 0.4206 || KD Loss: 0.1035|| 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: 20:03:02 || Estimated Time: 2 days, 2:34:58
2023-07-25 06:49:35,219 semantic_segmentation INFO: Iters: 42590/150000 || Lr: 0.014808 || Task Loss: 0.4274 || KD Loss: 0.1112|| 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: 20:03:19 || Estimated Time: 2 days, 2:34:42
2023-07-25 06:49:52,068 semantic_segmentation INFO: Iters: 42600/150000 || Lr: 0.014807 || Task Loss: 0.4024 || KD Loss: 0.0706|| 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: 20:03:36 || Estimated Time: 2 days, 2:34:25
2023-07-25 06:50:09,056 semantic_segmentation INFO: Iters: 42610/150000 || Lr: 0.014805 || Task Loss: 0.5302 || KD Loss: 0.0904|| 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: 20:03:53 || Estimated Time: 2 days, 2:34:08
2023-07-25 06:50:26,013 semantic_segmentation INFO: Iters: 42620/150000 || Lr: 0.014804 || Task Loss: 0.4592 || KD Loss: 0.0999|| 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: 20:04:10 || Estimated Time: 2 days, 2:33:51
2023-07-25 06:50:42,965 semantic_segmentation INFO: Iters: 42630/150000 || Lr: 0.014803 || Task Loss: 0.4659 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:27 || Estimated Time: 2 days, 2:33:34
2023-07-25 06:50:59,949 semantic_segmentation INFO: Iters: 42640/150000 || Lr: 0.014802 || Task Loss: 0.5525 || KD Loss: 0.1619|| 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: 20:04:44 || Estimated Time: 2 days, 2:33:18
2023-07-25 06:51:16,821 semantic_segmentation INFO: Iters: 42650/150000 || Lr: 0.014800 || Task Loss: 0.4743 || KD Loss: 0.0969|| 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: 20:05:01 || Estimated Time: 2 days, 2:33:00
2023-07-25 06:51:33,791 semantic_segmentation INFO: Iters: 42660/150000 || Lr: 0.014799 || Task Loss: 0.6186 || KD Loss: 0.1682|| 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: 20:05:18 || Estimated Time: 2 days, 2:32:44
2023-07-25 06:51:50,780 semantic_segmentation INFO: Iters: 42670/150000 || Lr: 0.014798 || Task Loss: 0.4766 || KD Loss: 0.1066|| 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: 20:05:35 || Estimated Time: 2 days, 2:32:27
2023-07-25 06:52:07,777 semantic_segmentation INFO: Iters: 42680/150000 || Lr: 0.014797 || Task Loss: 0.3641 || KD Loss: 0.1015|| 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: 20:05:52 || Estimated Time: 2 days, 2:32:10
2023-07-25 06:52:24,755 semantic_segmentation INFO: Iters: 42690/150000 || Lr: 0.014795 || Task Loss: 0.3799 || KD Loss: 0.0888|| 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: 20:06:09 || Estimated Time: 2 days, 2:31:53
2023-07-25 06:52:41,658 semantic_segmentation INFO: Iters: 42700/150000 || Lr: 0.014794 || Task Loss: 0.5210 || KD Loss: 0.1393|| 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: 20:06:26 || Estimated Time: 2 days, 2:31:36
2023-07-25 06:52:58,640 semantic_segmentation INFO: Iters: 42710/150000 || Lr: 0.014793 || Task Loss: 0.4735 || KD Loss: 0.0952|| 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: 20:06:43 || Estimated Time: 2 days, 2:31:19
2023-07-25 06:53:15,574 semantic_segmentation INFO: Iters: 42720/150000 || Lr: 0.014792 || Task Loss: 0.3666 || KD Loss: 0.0746|| 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: 20:07:00 || Estimated Time: 2 days, 2:31:02
2023-07-25 06:53:32,436 semantic_segmentation INFO: Iters: 42730/150000 || Lr: 0.014790 || Task Loss: 0.4295 || KD Loss: 0.1183|| 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: 20:07:16 || Estimated Time: 2 days, 2:30:45
2023-07-25 06:53:49,361 semantic_segmentation INFO: Iters: 42740/150000 || Lr: 0.014789 || Task Loss: 0.6950 || KD Loss: 0.1885|| 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: 20:07:33 || Estimated Time: 2 days, 2:30:28
2023-07-25 06:54:06,779 semantic_segmentation INFO: Iters: 42750/150000 || Lr: 0.014788 || Task Loss: 0.6181 || KD Loss: 0.2144|| 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: 20:07:51 || Estimated Time: 2 days, 2:30:12
2023-07-25 06:54:23,634 semantic_segmentation INFO: Iters: 42760/150000 || Lr: 0.014787 || Task Loss: 0.5097 || KD Loss: 0.2057|| 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: 20:08:08 || Estimated Time: 2 days, 2:29:55
2023-07-25 06:54:40,566 semantic_segmentation INFO: Iters: 42770/150000 || Lr: 0.014786 || Task Loss: 0.5723 || KD Loss: 0.1160|| 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: 20:08:25 || Estimated Time: 2 days, 2:29:38
2023-07-25 06:54:57,544 semantic_segmentation INFO: Iters: 42780/150000 || Lr: 0.014784 || Task Loss: 0.5601 || KD Loss: 0.1874|| 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: 20:08:42 || Estimated Time: 2 days, 2:29:21
2023-07-25 06:55:14,503 semantic_segmentation INFO: Iters: 42790/150000 || Lr: 0.014783 || Task Loss: 0.5355 || KD Loss: 0.1566|| 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: 20:08:58 || Estimated Time: 2 days, 2:29:04
2023-07-25 06:55:31,383 semantic_segmentation INFO: Iters: 42800/150000 || Lr: 0.014782 || Task Loss: 0.4078 || KD Loss: 0.0861|| 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: 20:09:15 || Estimated Time: 2 days, 2:28:47
2023-07-25 06:55:48,408 semantic_segmentation INFO: Iters: 42810/150000 || Lr: 0.014781 || Task Loss: 0.4665 || KD Loss: 0.1206|| 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: 20:09:32 || Estimated Time: 2 days, 2:28:30
2023-07-25 06:56:05,343 semantic_segmentation INFO: Iters: 42820/150000 || Lr: 0.014779 || Task Loss: 0.4107 || KD Loss: 0.0842|| 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: 20:09:49 || Estimated Time: 2 days, 2:28:13
2023-07-25 06:56:22,587 semantic_segmentation INFO: Iters: 42830/150000 || Lr: 0.014778 || Task Loss: 0.6166 || KD Loss: 0.1565|| 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: 20:10:07 || Estimated Time: 2 days, 2:27:57
2023-07-25 06:56:39,473 semantic_segmentation INFO: Iters: 42840/150000 || Lr: 0.014777 || Task Loss: 0.6319 || KD Loss: 0.2053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:10:23 || Estimated Time: 2 days, 2:27:40
2023-07-25 06:56:56,526 semantic_segmentation INFO: Iters: 42850/150000 || Lr: 0.014776 || Task Loss: 0.5199 || KD Loss: 0.1248|| 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: 20:10:41 || Estimated Time: 2 days, 2:27:23
2023-07-25 06:57:13,417 semantic_segmentation INFO: Iters: 42860/150000 || Lr: 0.014774 || Task Loss: 0.4099 || KD Loss: 0.0917|| 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: 20:10:57 || Estimated Time: 2 days, 2:27:06
2023-07-25 06:57:30,457 semantic_segmentation INFO: Iters: 42870/150000 || Lr: 0.014773 || Task Loss: 0.4496 || KD Loss: 0.0843|| 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: 20:11:14 || Estimated Time: 2 days, 2:26:49
2023-07-25 06:57:47,592 semantic_segmentation INFO: Iters: 42880/150000 || Lr: 0.014772 || Task Loss: 0.4647 || KD Loss: 0.1535|| 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: 20:11:32 || Estimated Time: 2 days, 2:26:33
2023-07-25 06:58:04,551 semantic_segmentation INFO: Iters: 42890/150000 || Lr: 0.014771 || Task Loss: 0.3702 || KD Loss: 0.0638|| 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: 20:11:49 || Estimated Time: 2 days, 2:26:16
2023-07-25 06:58:21,398 semantic_segmentation INFO: Iters: 42900/150000 || Lr: 0.014769 || Task Loss: 0.3943 || 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: 20:12:05 || Estimated Time: 2 days, 2:25:59
2023-07-25 06:58:38,394 semantic_segmentation INFO: Iters: 42910/150000 || Lr: 0.014768 || Task Loss: 0.5412 || KD Loss: 0.1174|| 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: 20:12:22 || Estimated Time: 2 days, 2:25:42
2023-07-25 06:58:55,338 semantic_segmentation INFO: Iters: 42920/150000 || Lr: 0.014767 || Task Loss: 0.3804 || KD Loss: 0.1082|| 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: 20:12:39 || Estimated Time: 2 days, 2:25:25
2023-07-25 06:59:12,315 semantic_segmentation INFO: Iters: 42930/150000 || Lr: 0.014766 || Task Loss: 0.4103 || KD Loss: 0.1154|| 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: 20:12:56 || Estimated Time: 2 days, 2:25:08
2023-07-25 06:59:29,275 semantic_segmentation INFO: Iters: 42940/150000 || Lr: 0.014764 || Task Loss: 0.4229 || KD Loss: 0.0999|| 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: 20:13:13 || Estimated Time: 2 days, 2:24:51
2023-07-25 06:59:46,323 semantic_segmentation INFO: Iters: 42950/150000 || Lr: 0.014763 || Task Loss: 0.5182 || KD Loss: 0.0842|| 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: 20:13:30 || Estimated Time: 2 days, 2:24:34
2023-07-25 07:00:03,716 semantic_segmentation INFO: Iters: 42960/150000 || Lr: 0.014762 || Task Loss: 0.5180 || KD Loss: 0.1510|| 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: 20:13:48 || Estimated Time: 2 days, 2:24:18
2023-07-25 07:00:20,538 semantic_segmentation INFO: Iters: 42970/150000 || Lr: 0.014761 || Task Loss: 0.6391 || KD Loss: 0.2245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 2:24:01
2023-07-25 07:00:37,524 semantic_segmentation INFO: Iters: 42980/150000 || Lr: 0.014759 || Task Loss: 0.4090 || KD Loss: 0.1607|| 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: 20:14:22 || Estimated Time: 2 days, 2:23:44
2023-07-25 07:00:54,428 semantic_segmentation INFO: Iters: 42990/150000 || Lr: 0.014758 || Task Loss: 0.5515 || KD Loss: 0.1473|| 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: 20:14:38 || Estimated Time: 2 days, 2:23:27
2023-07-25 07:01:11,733 semantic_segmentation INFO: Iters: 43000/150000 || Lr: 0.014757 || Task Loss: 0.3498 || KD Loss: 0.0765|| 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: 20:14:56 || Estimated Time: 2 days, 2:23:11
2023-07-25 07:01:28,649 semantic_segmentation INFO: Iters: 43010/150000 || Lr: 0.014756 || Task Loss: 0.4859 || KD Loss: 0.1144|| 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: 20:15:13 || Estimated Time: 2 days, 2:22:54
2023-07-25 07:01:45,917 semantic_segmentation INFO: Iters: 43020/150000 || Lr: 0.014754 || Task Loss: 0.4326 || KD Loss: 0.0756|| 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: 20:15:30 || Estimated Time: 2 days, 2:22:38
2023-07-25 07:02:02,891 semantic_segmentation INFO: Iters: 43030/150000 || Lr: 0.014753 || Task Loss: 0.6017 || KD Loss: 0.1405|| 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: 20:15:47 || Estimated Time: 2 days, 2:22:21
2023-07-25 07:02:19,741 semantic_segmentation INFO: Iters: 43040/150000 || Lr: 0.014752 || Task Loss: 0.4270 || KD Loss: 0.1178|| 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: 20:16:04 || Estimated Time: 2 days, 2:22:04
2023-07-25 07:02:36,753 semantic_segmentation INFO: Iters: 43050/150000 || Lr: 0.014751 || Task Loss: 0.7845 || KD Loss: 0.3442|| 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: 20:16:21 || Estimated Time: 2 days, 2:21:47
2023-07-25 07:02:53,731 semantic_segmentation INFO: Iters: 43060/150000 || Lr: 0.014750 || Task Loss: 0.5435 || KD Loss: 0.1798|| 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: 20:16:38 || Estimated Time: 2 days, 2:21:30
2023-07-25 07:03:10,714 semantic_segmentation INFO: Iters: 43070/150000 || Lr: 0.014748 || Task Loss: 0.9904 || KD Loss: 0.3255|| 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: 20:16:55 || Estimated Time: 2 days, 2:21:13
2023-07-25 07:03:27,682 semantic_segmentation INFO: Iters: 43080/150000 || Lr: 0.014747 || Task Loss: 0.4576 || KD Loss: 0.1235|| 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: 20:17:12 || Estimated Time: 2 days, 2:20:56
2023-07-25 07:03:44,566 semantic_segmentation INFO: Iters: 43090/150000 || Lr: 0.014746 || Task Loss: 0.3210 || KD Loss: 0.0595|| 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: 20:17:29 || Estimated Time: 2 days, 2:20:39
2023-07-25 07:04:01,509 semantic_segmentation INFO: Iters: 43100/150000 || Lr: 0.014745 || Task Loss: 0.7075 || KD Loss: 0.1783|| 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: 20:17:45 || Estimated Time: 2 days, 2:20:22
2023-07-25 07:04:18,507 semantic_segmentation INFO: Iters: 43110/150000 || Lr: 0.014743 || Task Loss: 0.4837 || KD Loss: 0.1921|| 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: 20:18:02 || Estimated Time: 2 days, 2:20:05
2023-07-25 07:04:35,506 semantic_segmentation INFO: Iters: 43120/150000 || Lr: 0.014742 || Task Loss: 0.3591 || KD Loss: 0.0884|| 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: 20:18:19 || Estimated Time: 2 days, 2:19:48
2023-07-25 07:04:52,899 semantic_segmentation INFO: Iters: 43130/150000 || Lr: 0.014741 || Task Loss: 0.5336 || KD Loss: 0.1515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:37 || Estimated Time: 2 days, 2:19:33
2023-07-25 07:05:09,927 semantic_segmentation INFO: Iters: 43140/150000 || Lr: 0.014740 || Task Loss: 0.5453 || KD Loss: 0.1295|| 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: 20:18:54 || Estimated Time: 2 days, 2:19:16
2023-07-25 07:05:26,901 semantic_segmentation INFO: Iters: 43150/150000 || Lr: 0.014738 || Task Loss: 0.4025 || KD Loss: 0.1234|| 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: 20:19:11 || Estimated Time: 2 days, 2:18:59
2023-07-25 07:05:43,760 semantic_segmentation INFO: Iters: 43160/150000 || Lr: 0.014737 || Task Loss: 0.4459 || KD Loss: 0.0946|| 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: 20:19:28 || Estimated Time: 2 days, 2:18:42
2023-07-25 07:06:00,746 semantic_segmentation INFO: Iters: 43170/150000 || Lr: 0.014736 || Task Loss: 0.4272 || KD Loss: 0.0837|| 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: 20:19:45 || Estimated Time: 2 days, 2:18:25
2023-07-25 07:06:17,786 semantic_segmentation INFO: Iters: 43180/150000 || Lr: 0.014735 || Task Loss: 0.3320 || KD Loss: 0.0852|| 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: 20:20:02 || Estimated Time: 2 days, 2:18:08
2023-07-25 07:06:34,754 semantic_segmentation INFO: Iters: 43190/150000 || Lr: 0.014733 || Task Loss: 0.4317 || KD Loss: 0.0680|| 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: 20:20:19 || Estimated Time: 2 days, 2:17:51
2023-07-25 07:06:51,760 semantic_segmentation INFO: Iters: 43200/150000 || Lr: 0.014732 || Task Loss: 0.5795 || KD Loss: 0.1470|| 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: 20:20:36 || Estimated Time: 2 days, 2:17:34
2023-07-25 07:06:51,873 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 07:06:52,324 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 07:06:52,356 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.134
2023-07-25 07:06:52,370 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.164
2023-07-25 07:06:52,385 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.159
2023-07-25 07:06:52,398 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.922, mIoU: 0.216
2023-07-25 07:06:52,411 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.909, mIoU: 0.248
2023-07-25 07:06:52,425 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.898, mIoU: 0.275
2023-07-25 07:06:52,439 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.908, mIoU: 0.289
2023-07-25 07:06:52,452 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.909, mIoU: 0.307
2023-07-25 07:06:52,466 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.906, mIoU: 0.338
2023-07-25 07:06:52,480 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.900, mIoU: 0.371
2023-07-25 07:06:52,494 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.907, mIoU: 0.411
2023-07-25 07:06:52,507 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.873, mIoU: 0.370
2023-07-25 07:06:52,521 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.870, mIoU: 0.359
2023-07-25 07:06:52,535 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.874, mIoU: 0.358
2023-07-25 07:06:52,547 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.877, mIoU: 0.354
2023-07-25 07:06:52,558 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.870, mIoU: 0.340
2023-07-25 07:06:52,570 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.875, mIoU: 0.341
2023-07-25 07:06:52,585 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-25 07:06:52,600 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-25 07:06:52,615 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.878, mIoU: 0.379
2023-07-25 07:06:52,630 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.883, mIoU: 0.391
2023-07-25 07:06:52,644 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.881, mIoU: 0.408
2023-07-25 07:06:52,660 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.884, mIoU: 0.408
2023-07-25 07:06:52,675 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.886, mIoU: 0.412
2023-07-25 07:06:52,689 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.886, mIoU: 0.417
2023-07-25 07:06:52,703 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.888, mIoU: 0.420
2023-07-25 07:06:52,714 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.891, mIoU: 0.421
2023-07-25 07:06:52,729 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.887, mIoU: 0.417
2023-07-25 07:06:52,743 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.417
2023-07-25 07:06:52,756 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.894, mIoU: 0.422
2023-07-25 07:06:52,771 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.421
2023-07-25 07:06:52,786 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.897, mIoU: 0.416
2023-07-25 07:06:52,801 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.897, mIoU: 0.414
2023-07-25 07:06:52,816 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.441
2023-07-25 07:06:52,831 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.898, mIoU: 0.442
2023-07-25 07:06:52,844 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.900, mIoU: 0.445
2023-07-25 07:06:52,856 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.902, mIoU: 0.460
2023-07-25 07:06:52,873 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-25 07:06:52,885 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.897, mIoU: 0.447
2023-07-25 07:06:52,898 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.898, mIoU: 0.473
2023-07-25 07:06:52,913 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.901, mIoU: 0.473
2023-07-25 07:06:52,927 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.898, mIoU: 0.474
2023-07-25 07:06:52,940 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.898, mIoU: 0.474
2023-07-25 07:06:52,955 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.899, mIoU: 0.478
2023-07-25 07:06:52,970 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.900, mIoU: 0.481
2023-07-25 07:06:52,983 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.485
2023-07-25 07:06:52,997 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.486
2023-07-25 07:06:53,012 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.900, mIoU: 0.486
2023-07-25 07:06:53,029 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.898, mIoU: 0.482
2023-07-25 07:06:53,046 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.899, mIoU: 0.483
2023-07-25 07:06:53,062 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.901, mIoU: 0.483
2023-07-25 07:06:53,075 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.481
2023-07-25 07:06:53,092 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.902, mIoU: 0.480
2023-07-25 07:06:53,108 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.904, mIoU: 0.485
2023-07-25 07:06:53,122 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.903, mIoU: 0.485
2023-07-25 07:06:53,138 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.903, mIoU: 0.482
2023-07-25 07:06:53,156 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.481
2023-07-25 07:06:53,170 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.485
2023-07-25 07:06:53,185 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.898, mIoU: 0.511
2023-07-25 07:06:53,198 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.899, mIoU: 0.518
2023-07-25 07:06:53,213 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.897, mIoU: 0.511
2023-07-25 07:06:53,225 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.510
2023-07-25 07:06:53,243 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.899, mIoU: 0.516
2023-07-25 07:06:53,256 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.530
2023-07-25 07:06:53,271 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.530
2023-07-25 07:06:53,286 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.903, mIoU: 0.531
2023-07-25 07:06:53,299 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.576
2023-07-25 07:06:53,314 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.578
2023-07-25 07:06:53,330 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.904, mIoU: 0.581
2023-07-25 07:06:53,345 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 07:06:53,359 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 07:06:53,374 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-25 07:06:53,390 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 07:06:53,406 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 07:06:53,422 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 07:06:53,438 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.902, mIoU: 0.607
2023-07-25 07:06:53,448 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.901, mIoU: 0.605
2023-07-25 07:06:53,464 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.902, mIoU: 0.610
2023-07-25 07:06:53,481 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.901, mIoU: 0.608
2023-07-25 07:06:53,495 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 07:06:53,511 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 07:06:53,526 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.893, mIoU: 0.575
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2023-07-25 07:06:59,331 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.891, mIoU: 0.558
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2023-07-25 07:06:59,492 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.892, mIoU: 0.562
2023-07-25 07:06:59,507 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.892, mIoU: 0.562
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2023-07-25 07:06:59,565 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.893, mIoU: 0.564
2023-07-25 07:06:59,579 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.893, mIoU: 0.565
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2023-07-25 07:06:59,656 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.893, mIoU: 0.561
2023-07-25 07:06:59,672 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 07:06:59,686 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,700 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.892, mIoU: 0.559
2023-07-25 07:06:59,715 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 07:06:59,730 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,744 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,758 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,774 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 07:06:59,789 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 07:06:59,805 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.891, mIoU: 0.557
2023-07-25 07:06:59,818 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.892, mIoU: 0.557
2023-07-25 07:06:59,832 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,846 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,861 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.892, mIoU: 0.558
2023-07-25 07:06:59,876 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 07:06:59,890 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 07:06:59,903 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 07:06:59,918 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.892, mIoU: 0.561
2023-07-25 07:06:59,933 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.892, mIoU: 0.560
2023-07-25 07:06:59,947 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 07:06:59,962 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.892, mIoU: 0.563
2023-07-25 07:06:59,974 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 07:06:59,989 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.892, mIoU: 0.565
2023-07-25 07:07:00,003 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.892, mIoU: 0.566
2023-07-25 07:07:00,015 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 07:07:00,027 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.892, mIoU: 0.567
2023-07-25 07:07:00,042 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 07:07:00,057 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.892, mIoU: 0.568
2023-07-25 07:07:00,072 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.892, mIoU: 0.569
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2023-07-25 07:07:00,129 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 07:07:00,144 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 07:07:00,159 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.893, mIoU: 0.570
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2023-07-25 07:07:00,199 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,214 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,228 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,243 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,255 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,268 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,282 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,296 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,311 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,324 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,338 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,355 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,371 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,385 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,401 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 07:07:00,417 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.894, mIoU: 0.576
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2023-07-25 07:07:00,446 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.895, mIoU: 0.576
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2023-07-25 07:07:00,595 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,607 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.894, mIoU: 0.573
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2023-07-25 07:07:00,635 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 07:07:00,651 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,666 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.894, mIoU: 0.572
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2023-07-25 07:07:00,696 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,708 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 07:07:00,721 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 07:07:00,735 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,750 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 07:07:00,765 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,779 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 07:07:00,794 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,808 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 07:07:00,822 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,837 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,850 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 07:07:00,864 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,879 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,893 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,908 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,922 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,933 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,947 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-25 07:07:00,977 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:00,992 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 07:07:01,008 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 07:07:01,019 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 07:07:01,035 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 07:07:01,050 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.894, mIoU: 0.570
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2023-07-25 07:07:01,078 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:01,093 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:01,108 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 07:07:01,124 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 07:07:01,139 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.895, mIoU: 0.571
2023-07-25 07:07:01,155 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 07:07:01,170 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 07:07:01,184 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 07:07:01,199 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 07:07:01,213 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 07:07:01,226 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.895, mIoU: 0.574
2023-07-25 07:07:01,241 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 07:07:01,256 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 07:07:01,270 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 07:07:01,283 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.895, mIoU: 0.575
2023-07-25 07:07:01,299 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,312 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,327 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,341 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,357 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,372 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 07:07:01,387 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 07:07:01,402 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 07:07:01,416 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 07:07:01,431 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 07:07:01,445 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 07:07:01,461 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.896, mIoU: 0.581
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2023-07-25 07:07:01,496 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 07:07:01,535 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.895, mIoU: 0.579
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2023-07-25 07:07:01,563 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 07:07:01,590 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 07:07:02,177 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 07:07:02,193 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 07:07:02,206 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 07:07:02,219 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:02,233 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,248 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 07:07:02,261 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,275 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,289 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,304 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 07:07:02,321 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 07:07:02,333 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 07:07:02,347 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,361 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,372 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,388 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,403 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.897, mIoU: 0.582
2023-07-25 07:07:02,418 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,433 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,448 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.897, mIoU: 0.581
2023-07-25 07:07:02,463 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:02,477 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:02,494 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:02,509 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:02,526 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:02,541 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,556 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,572 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,585 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,599 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,613 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,628 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,645 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,659 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,672 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.898, mIoU: 0.584
2023-07-25 07:07:02,688 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,703 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:02,718 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,733 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,748 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,762 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,777 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,790 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,805 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,820 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,835 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:02,850 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,863 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,879 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,894 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,907 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,920 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,935 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 07:07:02,950 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,965 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,980 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:02,992 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 07:07:03,005 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 07:07:03,019 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.899, mIoU: 0.585
2023-07-25 07:07:03,033 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:03,048 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:03,065 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,079 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,094 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,108 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,123 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,138 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,151 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,165 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,180 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,195 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,209 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,224 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,239 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,252 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,266 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,281 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,296 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,314 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,327 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,341 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,354 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:03,369 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,382 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,395 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,410 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,425 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,439 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,455 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:03,471 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,488 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,506 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,520 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,534 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,548 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,562 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,575 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,589 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,605 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,619 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,631 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,646 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,661 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,676 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,691 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,704 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,717 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,732 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,747 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,762 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,776 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:03,789 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,802 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,814 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,830 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,845 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,860 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,875 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,886 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,899 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:03,914 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,930 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,943 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.899, mIoU: 0.578
2023-07-25 07:07:03,958 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,971 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:03,987 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 07:07:04,001 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:04,016 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 07:07:04,029 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,044 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:04,059 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:04,072 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,088 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,103 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,118 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,132 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,147 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,162 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,177 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,191 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,206 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.899, mIoU: 0.580
2023-07-25 07:07:04,221 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,234 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,247 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,260 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,276 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,289 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,306 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,321 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,334 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,348 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,364 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,379 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,392 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,408 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,422 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,436 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,451 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 07:07:04,467 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,483 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,497 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:04,509 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 07:07:04,527 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,542 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,558 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,571 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,586 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:04,602 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,617 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 07:07:04,632 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:04,645 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:04,660 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:04,673 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.898, mIoU: 0.582
2023-07-25 07:07:04,688 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:04,702 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,715 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:04,730 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,743 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,758 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.898, mIoU: 0.583
2023-07-25 07:07:04,772 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,787 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,802 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,817 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,831 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,845 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,862 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,877 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,893 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,908 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,919 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,934 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:04,947 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,963 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,978 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:04,995 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,008 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,024 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,039 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,053 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,069 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,084 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,096 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,111 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.899, mIoU: 0.583
2023-07-25 07:07:05,126 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,140 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,153 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,168 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,182 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,197 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,210 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,224 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,238 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,251 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,265 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,279 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.899, mIoU: 0.584
2023-07-25 07:07:05,292 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,307 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,320 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,334 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,348 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:05,363 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,378 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,392 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,407 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,420 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,432 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:05,447 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,460 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,474 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,489 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,505 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,521 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,538 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,552 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,565 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,582 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,597 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,611 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,626 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,639 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,655 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,669 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,685 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,700 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,714 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:05,724 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,740 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,755 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,768 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:05,782 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:05,797 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:05,812 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:05,825 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:05,840 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:05,854 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 07:07:05,870 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.901, mIoU: 0.581
2023-07-25 07:07:05,886 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,901 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 07:07:05,918 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,934 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,948 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,963 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,979 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:05,994 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.900, mIoU: 0.579
2023-07-25 07:07:06,007 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:06,022 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.900, mIoU: 0.580
2023-07-25 07:07:06,038 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,054 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,061 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,075 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,087 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,099 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,110 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.900, mIoU: 0.581
2023-07-25 07:07:06,124 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:06,138 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:06,152 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:06,164 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:06,177 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,191 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:06,201 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,216 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,228 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:06,243 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,257 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,271 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,286 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,297 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,312 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,327 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,342 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,357 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,372 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,385 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,396 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,407 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,419 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,431 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,445 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,458 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,473 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,488 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,503 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,517 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,534 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,550 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,566 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:06,581 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,595 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,610 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,625 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,641 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,653 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:06,667 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,682 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:06,694 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:06,710 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,723 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,738 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,753 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.901, mIoU: 0.583
2023-07-25 07:07:06,770 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,786 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,799 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,815 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,830 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:06,844 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,859 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,872 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,885 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:06,900 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.902, mIoU: 0.585
2023-07-25 07:07:06,915 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 07:07:06,930 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 07:07:06,946 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.902, mIoU: 0.586
2023-07-25 07:07:06,961 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 07:07:06,977 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.902, mIoU: 0.587
2023-07-25 07:07:06,992 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,007 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,020 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,035 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:07,045 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,058 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,073 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,086 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 07:07:07,101 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:07,115 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:07,130 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,145 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,161 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.901, mIoU: 0.584
2023-07-25 07:07:07,175 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,190 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:07,202 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 07:07:07,217 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,229 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:07,244 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,258 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,271 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 07:07:07,285 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,298 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,315 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,330 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,346 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,361 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,376 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,390 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,402 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,418 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,431 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,445 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,461 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,476 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,491 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,504 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.584
2023-07-25 07:07:07,517 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,532 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,549 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,565 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,578 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,591 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,605 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,620 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,635 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,649 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,664 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.900, mIoU: 0.582
2023-07-25 07:07:07,678 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,692 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,707 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 07:07:07,722 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.900, mIoU: 0.583
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2023-07-25 07:07:10,522 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.898, mIoU: 0.578
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2023-07-25 07:07:10,582 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 07:07:10,598 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:10,669 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 07:07:10,684 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 07:07:10,840 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:10,870 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:10,896 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:10,921 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:11,008 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:11,022 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:11,037 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-25 07:07:11,097 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:11,110 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 07:07:11,125 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:11,834 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.898, mIoU: 0.580
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2023-07-25 07:07:11,906 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.897, mIoU: 0.579
2023-07-25 07:07:11,921 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 07:07:11,938 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-25 07:07:12,229 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-25 07:07:12,259 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-25 07:07:12,288 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.897, mIoU: 0.579
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2023-07-25 07:07:12,390 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 07:07:12,405 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 07:07:12,537 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 07:07:12,550 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 07:07:12,789 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.897, mIoU: 0.576
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2023-07-25 07:07:13,127 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.897, mIoU: 0.577
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2023-07-25 07:07:13,184 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 07:07:13,200 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 07:07:13,213 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 07:07:13,227 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 07:07:13,242 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.897, mIoU: 0.575
2023-07-25 07:07:13,259 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.897, mIoU: 0.577
2023-07-25 07:07:30,070 semantic_segmentation INFO: Iters: 43210/150000 || Lr: 0.014731 || Task Loss: 0.7623 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:14 || Estimated Time: 2 days, 2:18:10
2023-07-25 07:07:47,468 semantic_segmentation INFO: Iters: 43220/150000 || Lr: 0.014730 || Task Loss: 0.6120 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:31 || Estimated Time: 2 days, 2:17:54
2023-07-25 07:08:04,398 semantic_segmentation INFO: Iters: 43230/150000 || Lr: 0.014728 || Task Loss: 0.4629 || KD Loss: 0.1339|| 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: 20:21:48 || Estimated Time: 2 days, 2:17:37
2023-07-25 07:08:21,374 semantic_segmentation INFO: Iters: 43240/150000 || Lr: 0.014727 || Task Loss: 0.5178 || KD Loss: 0.1182|| 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: 20:22:05 || Estimated Time: 2 days, 2:17:21
2023-07-25 07:08:38,395 semantic_segmentation INFO: Iters: 43250/150000 || Lr: 0.014726 || Task Loss: 0.6641 || KD Loss: 0.1780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2588|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:22 || Estimated Time: 2 days, 2:17:04
2023-07-25 07:08:55,447 semantic_segmentation INFO: Iters: 43260/150000 || Lr: 0.014725 || Task Loss: 0.3277 || KD Loss: 0.0642|| 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: 20:22:39 || Estimated Time: 2 days, 2:16:47
2023-07-25 07:09:12,503 semantic_segmentation INFO: Iters: 43270/150000 || Lr: 0.014723 || Task Loss: 0.7397 || KD Loss: 0.2505|| 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: 20:22:56 || Estimated Time: 2 days, 2:16:30
2023-07-25 07:09:29,449 semantic_segmentation INFO: Iters: 43280/150000 || Lr: 0.014722 || Task Loss: 0.6168 || KD Loss: 0.1174|| 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: 20:23:13 || Estimated Time: 2 days, 2:16:13
2023-07-25 07:09:47,141 semantic_segmentation INFO: Iters: 43290/150000 || Lr: 0.014721 || Task Loss: 0.4574 || KD Loss: 0.0973|| 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: 20:23:31 || Estimated Time: 2 days, 2:15:58
2023-07-25 07:10:07,122 semantic_segmentation INFO: Iters: 43300/150000 || Lr: 0.014720 || Task Loss: 0.4632 || KD Loss: 0.1090|| 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: 20:23:51 || Estimated Time: 2 days, 2:15:49
2023-07-25 07:10:24,066 semantic_segmentation INFO: Iters: 43310/150000 || Lr: 0.014718 || Task Loss: 0.3746 || KD Loss: 0.0621|| 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: 20:24:08 || Estimated Time: 2 days, 2:15:32
2023-07-25 07:10:41,050 semantic_segmentation INFO: Iters: 43320/150000 || Lr: 0.014717 || Task Loss: 0.3223 || KD Loss: 0.0693|| 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: 20:24:25 || Estimated Time: 2 days, 2:15:15
2023-07-25 07:10:58,050 semantic_segmentation INFO: Iters: 43330/150000 || Lr: 0.014716 || Task Loss: 1.0744 || KD Loss: 0.5321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:42 || Estimated Time: 2 days, 2:14:58
2023-07-25 07:11:14,991 semantic_segmentation INFO: Iters: 43340/150000 || Lr: 0.014715 || Task Loss: 0.3886 || KD Loss: 0.0783|| 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: 20:24:59 || Estimated Time: 2 days, 2:14:41
2023-07-25 07:11:31,854 semantic_segmentation INFO: Iters: 43350/150000 || Lr: 0.014714 || Task Loss: 0.4499 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:25:16 || Estimated Time: 2 days, 2:14:24
2023-07-25 07:11:48,852 semantic_segmentation INFO: Iters: 43360/150000 || Lr: 0.014712 || Task Loss: 0.5443 || KD Loss: 0.1724|| 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: 20:25:33 || Estimated Time: 2 days, 2:14:07
2023-07-25 07:12:05,838 semantic_segmentation INFO: Iters: 43370/150000 || Lr: 0.014711 || Task Loss: 0.3841 || KD Loss: 0.0692|| 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: 20:25:50 || Estimated Time: 2 days, 2:13:50
2023-07-25 07:12:22,781 semantic_segmentation INFO: Iters: 43380/150000 || Lr: 0.014710 || Task Loss: 0.6208 || KD Loss: 0.1803|| 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: 20:26:07 || Estimated Time: 2 days, 2:13:33
2023-07-25 07:12:39,757 semantic_segmentation INFO: Iters: 43390/150000 || Lr: 0.014709 || Task Loss: 0.3741 || KD Loss: 0.0709|| 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: 20:26:24 || Estimated Time: 2 days, 2:13:16
2023-07-25 07:12:56,728 semantic_segmentation INFO: Iters: 43400/150000 || Lr: 0.014707 || Task Loss: 0.3912 || KD Loss: 0.1155|| 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: 20:26:41 || Estimated Time: 2 days, 2:12:59
2023-07-25 07:13:13,844 semantic_segmentation INFO: Iters: 43410/150000 || Lr: 0.014706 || Task Loss: 0.7288 || KD Loss: 0.1951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:26:58 || Estimated Time: 2 days, 2:12:42
2023-07-25 07:13:30,790 semantic_segmentation INFO: Iters: 43420/150000 || Lr: 0.014705 || Task Loss: 0.6380 || KD Loss: 0.2164|| 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: 20:27:15 || Estimated Time: 2 days, 2:12:25
2023-07-25 07:13:47,631 semantic_segmentation INFO: Iters: 43430/150000 || Lr: 0.014704 || Task Loss: 0.5155 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:32 || Estimated Time: 2 days, 2:12:08
2023-07-25 07:14:04,762 semantic_segmentation INFO: Iters: 43440/150000 || Lr: 0.014702 || Task Loss: 0.6568 || KD Loss: 0.2071|| 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: 20:27:49 || Estimated Time: 2 days, 2:11:52
2023-07-25 07:14:22,181 semantic_segmentation INFO: Iters: 43450/150000 || Lr: 0.014701 || Task Loss: 0.6333 || KD Loss: 0.2224|| 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: 20:28:06 || Estimated Time: 2 days, 2:11:36
2023-07-25 07:14:39,360 semantic_segmentation INFO: Iters: 43460/150000 || Lr: 0.014700 || Task Loss: 0.4903 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:28:23 || Estimated Time: 2 days, 2:11:19
2023-07-25 07:14:56,217 semantic_segmentation INFO: Iters: 43470/150000 || Lr: 0.014699 || Task Loss: 0.4401 || KD Loss: 0.1339|| 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: 20:28:40 || Estimated Time: 2 days, 2:11:02
2023-07-25 07:15:13,245 semantic_segmentation INFO: Iters: 43480/150000 || Lr: 0.014697 || Task Loss: 0.6694 || KD Loss: 0.1047|| 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: 20:28:57 || Estimated Time: 2 days, 2:10:45
2023-07-25 07:15:30,230 semantic_segmentation INFO: Iters: 43490/150000 || Lr: 0.014696 || Task Loss: 0.6325 || KD Loss: 0.1479|| 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: 20:29:14 || Estimated Time: 2 days, 2:10:29
2023-07-25 07:15:47,228 semantic_segmentation INFO: Iters: 43500/150000 || Lr: 0.014695 || Task Loss: 0.6069 || KD Loss: 0.1180|| 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: 20:29:31 || Estimated Time: 2 days, 2:10:12
2023-07-25 07:16:04,667 semantic_segmentation INFO: Iters: 43510/150000 || Lr: 0.014694 || Task Loss: 0.6235 || KD Loss: 0.2082|| 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: 20:29:49 || Estimated Time: 2 days, 2:09:56
2023-07-25 07:16:21,645 semantic_segmentation INFO: Iters: 43520/150000 || Lr: 0.014692 || Task Loss: 0.5101 || KD Loss: 0.1155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:06 || Estimated Time: 2 days, 2:09:39
2023-07-25 07:16:38,641 semantic_segmentation INFO: Iters: 43530/150000 || Lr: 0.014691 || Task Loss: 0.8842 || KD Loss: 0.4431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:30:23 || Estimated Time: 2 days, 2:09:22
2023-07-25 07:16:55,852 semantic_segmentation INFO: Iters: 43540/150000 || Lr: 0.014690 || Task Loss: 0.5077 || KD Loss: 0.1524|| 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: 20:30:40 || Estimated Time: 2 days, 2:09:06
2023-07-25 07:17:12,889 semantic_segmentation INFO: Iters: 43550/150000 || Lr: 0.014689 || Task Loss: 0.5375 || KD Loss: 0.1297|| 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: 20:30:57 || Estimated Time: 2 days, 2:08:49
2023-07-25 07:17:29,907 semantic_segmentation INFO: Iters: 43560/150000 || Lr: 0.014687 || Task Loss: 0.3257 || KD Loss: 0.0984|| 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: 20:31:14 || Estimated Time: 2 days, 2:08:32
2023-07-25 07:17:46,817 semantic_segmentation INFO: Iters: 43570/150000 || Lr: 0.014686 || Task Loss: 0.4695 || KD Loss: 0.1132|| 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: 20:31:31 || Estimated Time: 2 days, 2:08:15
2023-07-25 07:18:03,850 semantic_segmentation INFO: Iters: 43580/150000 || Lr: 0.014685 || Task Loss: 0.5650 || KD Loss: 0.1544|| 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: 20:31:48 || Estimated Time: 2 days, 2:07:58
2023-07-25 07:18:21,116 semantic_segmentation INFO: Iters: 43590/150000 || Lr: 0.014684 || Task Loss: 0.4548 || KD Loss: 0.0938|| 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: 20:32:05 || Estimated Time: 2 days, 2:07:42
2023-07-25 07:18:38,161 semantic_segmentation INFO: Iters: 43600/150000 || Lr: 0.014682 || Task Loss: 0.4553 || KD Loss: 0.1311|| 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: 20:32:22 || Estimated Time: 2 days, 2:07:25
2023-07-25 07:18:55,153 semantic_segmentation INFO: Iters: 43610/150000 || Lr: 0.014681 || Task Loss: 0.6146 || KD Loss: 0.1516|| 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: 20:32:39 || Estimated Time: 2 days, 2:07:09
2023-07-25 07:19:12,107 semantic_segmentation INFO: Iters: 43620/150000 || Lr: 0.014680 || Task Loss: 0.3162 || KD Loss: 0.0741|| 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: 20:32:56 || Estimated Time: 2 days, 2:06:51
2023-07-25 07:19:29,105 semantic_segmentation INFO: Iters: 43630/150000 || Lr: 0.014679 || Task Loss: 0.6222 || KD Loss: 0.1533|| 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: 20:33:13 || Estimated Time: 2 days, 2:06:35
2023-07-25 07:19:46,047 semantic_segmentation INFO: Iters: 43640/150000 || Lr: 0.014677 || Task Loss: 0.3820 || KD Loss: 0.1015|| 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: 20:33:30 || Estimated Time: 2 days, 2:06:18
2023-07-25 07:20:03,328 semantic_segmentation INFO: Iters: 43650/150000 || Lr: 0.014676 || Task Loss: 0.4258 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:33:47 || Estimated Time: 2 days, 2:06:01
2023-07-25 07:20:20,180 semantic_segmentation INFO: Iters: 43660/150000 || Lr: 0.014675 || Task Loss: 0.4242 || KD Loss: 0.1195|| 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: 20:34:04 || Estimated Time: 2 days, 2:05:44
2023-07-25 07:20:37,120 semantic_segmentation INFO: Iters: 43670/150000 || Lr: 0.014674 || Task Loss: 1.0785 || KD Loss: 0.4028|| 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: 20:34:21 || Estimated Time: 2 days, 2:05:27
2023-07-25 07:20:54,433 semantic_segmentation INFO: Iters: 43680/150000 || Lr: 0.014673 || Task Loss: 0.6358 || KD Loss: 0.2036|| 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: 20:34:38 || Estimated Time: 2 days, 2:05:11
2023-07-25 07:21:11,303 semantic_segmentation INFO: Iters: 43690/150000 || Lr: 0.014671 || Task Loss: 0.4954 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:55 || Estimated Time: 2 days, 2:04:54
2023-07-25 07:21:28,228 semantic_segmentation INFO: Iters: 43700/150000 || Lr: 0.014670 || Task Loss: 0.4902 || KD Loss: 0.1215|| 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: 20:35:12 || Estimated Time: 2 days, 2:04:37
2023-07-25 07:21:45,563 semantic_segmentation INFO: Iters: 43710/150000 || Lr: 0.014669 || Task Loss: 0.6811 || KD Loss: 0.1679|| 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: 20:35:30 || Estimated Time: 2 days, 2:04:21
2023-07-25 07:22:02,517 semantic_segmentation INFO: Iters: 43720/150000 || Lr: 0.014668 || Task Loss: 0.9862 || KD Loss: 0.3197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2541|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:35:46 || Estimated Time: 2 days, 2:04:04
2023-07-25 07:22:19,448 semantic_segmentation INFO: Iters: 43730/150000 || Lr: 0.014666 || Task Loss: 0.6217 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2544|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:03 || Estimated Time: 2 days, 2:03:47
2023-07-25 07:22:36,507 semantic_segmentation INFO: Iters: 43740/150000 || Lr: 0.014665 || Task Loss: 0.6454 || KD Loss: 0.1248|| 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: 20:36:20 || Estimated Time: 2 days, 2:03:30
2023-07-25 07:22:53,516 semantic_segmentation INFO: Iters: 43750/150000 || Lr: 0.014664 || Task Loss: 0.5216 || KD Loss: 0.1002|| 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: 20:36:37 || Estimated Time: 2 days, 2:03:13
2023-07-25 07:23:10,539 semantic_segmentation INFO: Iters: 43760/150000 || Lr: 0.014663 || Task Loss: 0.7415 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2634|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:36:55 || Estimated Time: 2 days, 2:02:57
2023-07-25 07:23:27,413 semantic_segmentation INFO: Iters: 43770/150000 || Lr: 0.014661 || Task Loss: 0.2815 || KD Loss: 0.0499|| 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: 20:37:11 || Estimated Time: 2 days, 2:02:39
2023-07-25 07:23:44,398 semantic_segmentation INFO: Iters: 43780/150000 || Lr: 0.014660 || Task Loss: 0.4421 || KD Loss: 0.0702|| 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: 20:37:28 || Estimated Time: 2 days, 2:02:22
2023-07-25 07:24:01,241 semantic_segmentation INFO: Iters: 43790/150000 || Lr: 0.014659 || Task Loss: 0.5120 || KD Loss: 0.0981|| 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: 20:37:45 || Estimated Time: 2 days, 2:02:05
2023-07-25 07:24:18,502 semantic_segmentation INFO: Iters: 43800/150000 || Lr: 0.014658 || Task Loss: 0.5297 || KD Loss: 0.1467|| 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: 20:38:02 || Estimated Time: 2 days, 2:01:49
2023-07-25 07:24:35,428 semantic_segmentation INFO: Iters: 43810/150000 || Lr: 0.014656 || Task Loss: 0.4939 || KD Loss: 0.1284|| 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: 20:38:19 || Estimated Time: 2 days, 2:01:32
2023-07-25 07:24:52,493 semantic_segmentation INFO: Iters: 43820/150000 || Lr: 0.014655 || Task Loss: 0.4595 || KD Loss: 0.1060|| 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: 20:38:36 || Estimated Time: 2 days, 2:01:15
2023-07-25 07:25:09,426 semantic_segmentation INFO: Iters: 43830/150000 || Lr: 0.014654 || Task Loss: 0.4419 || KD Loss: 0.1531|| 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: 20:38:53 || Estimated Time: 2 days, 2:00:58
2023-07-25 07:25:26,421 semantic_segmentation INFO: Iters: 43840/150000 || Lr: 0.014653 || Task Loss: 0.6563 || KD Loss: 0.1925|| 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: 20:39:10 || Estimated Time: 2 days, 2:00:41
2023-07-25 07:25:43,640 semantic_segmentation INFO: Iters: 43850/150000 || Lr: 0.014651 || Task Loss: 0.4652 || KD Loss: 0.1024|| 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: 20:39:28 || Estimated Time: 2 days, 2:00:25
2023-07-25 07:26:00,609 semantic_segmentation INFO: Iters: 43860/150000 || Lr: 0.014650 || Task Loss: 0.5242 || KD Loss: 0.1162|| 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: 20:39:45 || Estimated Time: 2 days, 2:00:08
2023-07-25 07:26:17,635 semantic_segmentation INFO: Iters: 43870/150000 || Lr: 0.014649 || Task Loss: 0.5499 || KD Loss: 0.1464|| 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: 20:40:02 || Estimated Time: 2 days, 1:59:51
2023-07-25 07:26:34,513 semantic_segmentation INFO: Iters: 43880/150000 || Lr: 0.014648 || Task Loss: 0.7239 || KD Loss: 0.2037|| 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: 20:40:18 || Estimated Time: 2 days, 1:59:34
2023-07-25 07:26:51,640 semantic_segmentation INFO: Iters: 43890/150000 || Lr: 0.014646 || Task Loss: 0.5099 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:36 || Estimated Time: 2 days, 1:59:18
2023-07-25 07:27:08,625 semantic_segmentation INFO: Iters: 43900/150000 || Lr: 0.014645 || Task Loss: 0.6441 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:40:53 || Estimated Time: 2 days, 1:59:01
2023-07-25 07:27:25,626 semantic_segmentation INFO: Iters: 43910/150000 || Lr: 0.014644 || Task Loss: 0.3962 || KD Loss: 0.0912|| 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: 20:41:10 || Estimated Time: 2 days, 1:58:44
2023-07-25 07:27:42,738 semantic_segmentation INFO: Iters: 43920/150000 || Lr: 0.014643 || Task Loss: 0.4278 || KD Loss: 0.1182|| 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: 20:41:27 || Estimated Time: 2 days, 1:58:27
2023-07-25 07:27:59,687 semantic_segmentation INFO: Iters: 43930/150000 || Lr: 0.014641 || Task Loss: 0.5295 || KD Loss: 0.1104|| 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: 20:41:44 || Estimated Time: 2 days, 1:58:10
2023-07-25 07:28:16,685 semantic_segmentation INFO: Iters: 43940/150000 || Lr: 0.014640 || Task Loss: 0.4554 || KD Loss: 0.1178|| 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: 20:42:01 || Estimated Time: 2 days, 1:57:53
2023-07-25 07:28:33,622 semantic_segmentation INFO: Iters: 43950/150000 || Lr: 0.014639 || Task Loss: 0.4030 || KD Loss: 0.1072|| 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: 20:42:18 || Estimated Time: 2 days, 1:57:36
2023-07-25 07:28:50,549 semantic_segmentation INFO: Iters: 43960/150000 || Lr: 0.014638 || Task Loss: 0.4785 || KD Loss: 0.0910|| 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: 20:42:35 || Estimated Time: 2 days, 1:57:19
2023-07-25 07:29:07,572 semantic_segmentation INFO: Iters: 43970/150000 || Lr: 0.014637 || Task Loss: 0.4690 || KD Loss: 0.1186|| 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: 20:42:52 || Estimated Time: 2 days, 1:57:02
2023-07-25 07:29:24,796 semantic_segmentation INFO: Iters: 43980/150000 || Lr: 0.014635 || Task Loss: 0.5384 || KD Loss: 0.1059|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:09 || Estimated Time: 2 days, 1:56:46
2023-07-25 07:29:42,003 semantic_segmentation INFO: Iters: 43990/150000 || Lr: 0.014634 || Task Loss: 0.4922 || KD Loss: 0.1304|| 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: 20:43:26 || Estimated Time: 2 days, 1:56:30
2023-07-25 07:29:58,867 semantic_segmentation INFO: Iters: 44000/150000 || Lr: 0.014633 || Task Loss: 0.4607 || KD Loss: 0.1309|| 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: 20:43:43 || Estimated Time: 2 days, 1:56:13
2023-07-25 07:29:58,982 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 07:29:59,436 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.088
2023-07-25 07:29:59,460 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.132
2023-07-25 07:29:59,473 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.166
2023-07-25 07:29:59,487 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.165
2023-07-25 07:29:59,502 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.244
2023-07-25 07:29:59,515 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.288
2023-07-25 07:29:59,530 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.330
2023-07-25 07:29:59,546 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.333
2023-07-25 07:29:59,559 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.369
2023-07-25 07:29:59,574 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.406
2023-07-25 07:29:59,589 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.449
2023-07-25 07:29:59,604 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.494
2023-07-25 07:29:59,617 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.930, mIoU: 0.454
2023-07-25 07:29:59,632 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.417
2023-07-25 07:29:59,646 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.411
2023-07-25 07:29:59,659 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.397
2023-07-25 07:29:59,670 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.909, mIoU: 0.386
2023-07-25 07:29:59,683 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.388
2023-07-25 07:29:59,698 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.914, mIoU: 0.388
2023-07-25 07:29:59,715 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.444
2023-07-25 07:29:59,730 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.445
2023-07-25 07:29:59,746 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.451
2023-07-25 07:29:59,761 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.484
2023-07-25 07:29:59,778 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.488
2023-07-25 07:29:59,794 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.488
2023-07-25 07:29:59,809 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.496
2023-07-25 07:29:59,826 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.500
2023-07-25 07:29:59,837 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.501
2023-07-25 07:29:59,853 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.490
2023-07-25 07:29:59,868 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.491
2023-07-25 07:29:59,882 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.491
2023-07-25 07:29:59,898 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.490
2023-07-25 07:29:59,913 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.494
2023-07-25 07:29:59,929 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.488
2023-07-25 07:29:59,945 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-25 07:29:59,960 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-25 07:29:59,973 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-25 07:29:59,986 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.561
2023-07-25 07:30:00,003 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.546
2023-07-25 07:30:00,015 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.543
2023-07-25 07:30:00,028 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.560
2023-07-25 07:30:00,043 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.560
2023-07-25 07:30:00,058 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.559
2023-07-25 07:30:00,071 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.559
2023-07-25 07:30:00,087 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.563
2023-07-25 07:30:00,103 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.566
2023-07-25 07:30:00,117 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.570
2023-07-25 07:30:00,131 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.570
2023-07-25 07:30:00,145 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.573
2023-07-25 07:30:00,162 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-25 07:30:00,179 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.571
2023-07-25 07:30:00,195 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.571
2023-07-25 07:30:00,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-25 07:30:00,225 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-25 07:30:00,241 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-25 07:30:00,254 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.572
2023-07-25 07:30:00,271 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.566
2023-07-25 07:30:00,289 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-25 07:30:00,302 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-25 07:30:00,317 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.597
2023-07-25 07:30:00,330 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.913, mIoU: 0.569
2023-07-25 07:30:00,345 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.566
2023-07-25 07:30:00,357 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-25 07:30:00,375 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.569
2023-07-25 07:30:00,388 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.564
2023-07-25 07:30:00,403 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-25 07:30:00,418 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-25 07:30:00,432 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-25 07:30:00,447 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.611
2023-07-25 07:30:00,462 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.615
2023-07-25 07:30:00,477 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-25 07:30:00,490 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 07:30:00,505 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 07:30:00,520 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 07:30:00,535 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-25 07:30:00,551 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 07:30:00,566 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 07:30:00,575 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 07:30:00,591 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:00,607 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:00,621 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 07:30:00,636 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:00,651 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 07:30:00,666 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:00,682 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 07:30:00,697 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 07:30:00,713 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 07:30:00,728 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 07:30:00,743 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:00,756 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:00,771 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:00,787 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:00,803 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 07:30:00,820 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 07:30:00,837 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 07:30:00,853 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.657
2023-07-25 07:30:00,867 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 07:30:00,880 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.911, mIoU: 0.659
2023-07-25 07:30:00,895 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.912, mIoU: 0.658
2023-07-25 07:30:00,907 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.912, mIoU: 0.658
2023-07-25 07:30:00,922 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.658
2023-07-25 07:30:00,937 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.913, mIoU: 0.658
2023-07-25 07:30:00,950 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 07:30:00,964 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.913, mIoU: 0.658
2023-07-25 07:30:00,980 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.913, mIoU: 0.654
2023-07-25 07:30:00,992 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 07:30:01,007 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 07:30:01,022 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 07:30:01,036 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.657
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2023-07-25 07:30:01,075 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.914, mIoU: 0.660
2023-07-25 07:30:01,090 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 07:30:01,105 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 07:30:01,120 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.915, mIoU: 0.661
2023-07-25 07:30:01,133 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.915, mIoU: 0.661
2023-07-25 07:30:01,147 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 07:30:01,162 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 07:30:01,175 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 07:30:01,190 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 07:30:01,205 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 07:30:01,219 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 07:30:01,232 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 07:30:01,247 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 07:30:01,262 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:01,271 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 07:30:01,283 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 07:30:01,299 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:01,308 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 07:30:01,321 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 07:30:01,337 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 07:30:01,352 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:01,366 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:01,381 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:01,395 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:01,408 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:01,424 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:01,437 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:01,452 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:01,465 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:01,481 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:01,496 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:01,510 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:01,526 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 07:30:01,542 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 07:30:01,572 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 07:30:01,586 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.915, mIoU: 0.656
2023-07-25 07:30:01,597 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.915, mIoU: 0.663
2023-07-25 07:30:01,612 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.916, mIoU: 0.663
2023-07-25 07:30:01,627 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 07:30:01,641 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 07:30:01,655 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.914, mIoU: 0.658
2023-07-25 07:30:01,668 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.914, mIoU: 0.658
2023-07-25 07:30:01,682 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 07:30:01,697 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.914, mIoU: 0.658
2023-07-25 07:30:01,712 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.914, mIoU: 0.657
2023-07-25 07:30:01,727 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 07:30:01,742 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.914, mIoU: 0.660
2023-07-25 07:30:01,757 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.914, mIoU: 0.661
2023-07-25 07:30:01,772 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.915, mIoU: 0.661
2023-07-25 07:30:01,787 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.915, mIoU: 0.661
2023-07-25 07:30:01,800 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 07:30:01,815 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 07:30:01,829 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 07:30:01,844 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 07:30:01,856 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.913, mIoU: 0.654
2023-07-25 07:30:01,870 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 07:30:01,885 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.908, mIoU: 0.626
2023-07-25 07:30:01,900 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.907, mIoU: 0.622
2023-07-25 07:30:01,915 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 07:30:01,929 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.908, mIoU: 0.623
2023-07-25 07:30:01,944 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-25 07:30:01,960 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 07:30:01,976 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.909, mIoU: 0.628
2023-07-25 07:30:01,991 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.909, mIoU: 0.629
2023-07-25 07:30:02,005 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.906, mIoU: 0.622
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2023-07-25 07:30:02,033 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.906, mIoU: 0.621
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2023-07-25 07:30:02,091 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 07:30:02,105 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.908, mIoU: 0.626
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2023-07-25 07:30:02,151 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.907, mIoU: 0.622
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2023-07-25 07:30:02,178 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.908, mIoU: 0.623
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2023-07-25 07:30:02,336 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-25 07:30:02,398 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.903, mIoU: 0.620
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2023-07-25 07:30:02,430 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.901, mIoU: 0.616
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2023-07-25 07:30:02,460 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.902, mIoU: 0.618
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2023-07-25 07:30:02,552 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.902, mIoU: 0.619
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2023-07-25 07:30:02,663 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.904, mIoU: 0.619
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2023-07-25 07:30:02,706 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-25 07:30:02,721 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.904, mIoU: 0.619
2023-07-25 07:30:02,734 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.903, mIoU: 0.620
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2023-07-25 07:30:05,578 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.904, mIoU: 0.610
2023-07-25 07:30:05,593 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 07:30:05,606 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.903, mIoU: 0.612
2023-07-25 07:30:05,622 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.904, mIoU: 0.613
2023-07-25 07:30:05,635 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.904, mIoU: 0.615
2023-07-25 07:30:05,651 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-25 07:30:05,667 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-25 07:30:05,680 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.904, mIoU: 0.617
2023-07-25 07:30:05,695 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-25 07:30:05,710 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 07:30:05,723 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,738 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,754 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.905, mIoU: 0.618
2023-07-25 07:30:05,768 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,784 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,799 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 07:30:05,814 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,830 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,845 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,860 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.905, mIoU: 0.620
2023-07-25 07:30:05,875 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.905, mIoU: 0.619
2023-07-25 07:30:05,891 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-25 07:30:05,904 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.903, mIoU: 0.618
2023-07-25 07:30:05,917 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-25 07:30:05,934 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 07:30:05,949 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-25 07:30:05,964 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-25 07:30:05,979 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-25 07:30:05,992 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-25 07:30:06,007 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-25 07:30:06,020 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-25 07:30:06,031 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-25 07:30:06,045 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 07:30:06,060 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 07:30:06,075 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.902, mIoU: 0.613
2023-07-25 07:30:06,091 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 07:30:06,107 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 07:30:06,123 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 07:30:06,138 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 07:30:06,147 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 07:30:06,158 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-25 07:30:06,172 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.902, mIoU: 0.614
2023-07-25 07:30:06,185 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 07:30:06,201 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 07:30:06,214 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 07:30:06,229 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-25 07:30:06,246 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-25 07:30:06,260 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.902, mIoU: 0.617
2023-07-25 07:30:06,275 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 07:30:06,290 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 07:30:06,302 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 07:30:06,317 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-25 07:30:06,332 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-25 07:30:06,345 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 07:30:06,360 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 07:30:06,371 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 07:30:06,385 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 07:30:06,399 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.903, mIoU: 0.620
2023-07-25 07:30:06,414 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 07:30:06,428 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-25 07:30:06,443 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.904, mIoU: 0.622
2023-07-25 07:30:06,454 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 07:30:06,467 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.904, mIoU: 0.623
2023-07-25 07:30:06,483 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 07:30:06,499 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.904, mIoU: 0.624
2023-07-25 07:30:06,512 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 07:30:06,526 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 07:30:06,540 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 07:30:06,555 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 07:30:06,572 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 07:30:06,587 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 07:30:06,596 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 07:30:06,612 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 07:30:06,627 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,641 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,656 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,670 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,683 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,699 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,711 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,727 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,742 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,757 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,772 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 07:30:06,785 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 07:30:06,798 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.906, mIoU: 0.626
2023-07-25 07:30:06,812 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.905, mIoU: 0.625
2023-07-25 07:30:06,827 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.905, mIoU: 0.623
2023-07-25 07:30:06,840 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 07:30:06,854 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.905, mIoU: 0.624
2023-07-25 07:30:06,870 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 07:30:06,887 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 07:30:06,904 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-25 07:30:06,917 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,932 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,948 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,963 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.906, mIoU: 0.629
2023-07-25 07:30:06,978 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 07:30:06,993 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 07:30:07,006 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 07:30:07,021 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 07:30:07,036 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.906, mIoU: 0.631
2023-07-25 07:30:07,049 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 07:30:07,064 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.906, mIoU: 0.632
2023-07-25 07:30:07,075 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 07:30:07,090 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.906, mIoU: 0.633
2023-07-25 07:30:07,104 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.906, mIoU: 0.634
2023-07-25 07:30:07,116 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-25 07:30:07,128 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-25 07:30:07,143 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-25 07:30:07,158 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.906, mIoU: 0.636
2023-07-25 07:30:07,173 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.906, mIoU: 0.636
2023-07-25 07:30:07,188 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 07:30:07,197 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-25 07:30:07,212 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-25 07:30:07,228 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,243 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,258 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,274 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,287 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,301 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,316 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,331 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-25 07:30:07,347 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-25 07:30:07,359 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,373 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,388 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,402 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-25 07:30:07,417 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-25 07:30:07,432 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-25 07:30:07,447 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-25 07:30:07,463 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.907, mIoU: 0.640
2023-07-25 07:30:07,479 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.907, mIoU: 0.640
2023-07-25 07:30:07,493 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:07,508 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,524 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,537 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 07:30:07,552 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 07:30:07,568 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 07:30:07,583 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,598 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,613 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,628 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 07:30:07,643 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-25 07:30:07,660 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 07:30:07,670 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:07,685 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:07,701 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,714 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,729 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,742 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,758 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,773 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,788 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,802 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,814 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:07,828 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:07,843 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.908, mIoU: 0.640
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2023-07-25 07:30:07,904 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,918 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:07,934 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.909, mIoU: 0.642
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2023-07-25 07:30:07,978 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.908, mIoU: 0.641
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2023-07-25 07:30:08,256 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 07:30:08,272 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 07:30:08,287 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.909, mIoU: 0.643
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2023-07-25 07:30:08,332 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-25 07:30:08,345 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.909, mIoU: 0.642
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2023-07-25 07:30:08,403 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.908, mIoU: 0.643
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2023-07-25 07:30:08,462 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:08,477 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:08,492 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-25 07:30:08,508 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:08,523 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-25 07:30:08,538 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-25 07:30:08,552 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 07:30:08,567 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 07:30:08,582 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 07:30:08,601 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-25 07:30:08,616 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:08,631 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:08,642 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 07:30:08,655 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,671 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,684 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,699 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,712 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,726 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,741 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,758 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 07:30:08,773 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 07:30:08,789 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,803 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,817 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,830 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,844 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,859 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,874 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 07:30:08,889 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:08,904 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 07:30:08,920 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 07:30:08,935 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 07:30:08,951 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 07:30:08,966 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:08,979 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:08,993 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:09,007 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:09,022 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:09,037 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:09,051 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 07:30:09,065 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.908, mIoU: 0.632
2023-07-25 07:30:09,081 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,096 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,109 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,122 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,130 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,146 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 07:30:09,162 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,177 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,193 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,209 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,224 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,240 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,255 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.634
2023-07-25 07:30:09,268 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,283 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,298 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,313 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,327 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,340 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,353 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 07:30:09,365 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 07:30:09,379 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 07:30:09,392 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 07:30:09,405 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 07:30:09,418 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 07:30:09,432 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 07:30:09,447 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 07:30:09,458 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 07:30:09,472 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 07:30:09,485 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 07:30:09,496 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,510 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,525 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,540 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,555 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,570 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 07:30:09,585 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 07:30:09,598 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 07:30:09,613 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 07:30:09,629 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 07:30:09,645 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,661 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,676 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 07:30:09,692 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 07:30:09,705 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,718 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,731 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 07:30:09,746 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,762 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,775 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,788 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,803 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 07:30:09,817 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,832 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,847 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,862 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,875 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:09,890 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 07:30:09,903 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,918 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,934 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,949 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,965 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,978 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:09,994 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,009 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,022 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,035 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,050 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:10,065 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,080 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,095 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 07:30:10,107 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:10,120 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:10,135 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 07:30:10,148 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 07:30:10,163 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 07:30:10,180 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,193 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,209 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,222 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,237 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,252 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,265 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,278 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 07:30:10,293 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 07:30:10,308 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 07:30:10,321 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,336 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 07:30:10,351 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:10,365 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:10,379 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:10,394 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,409 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,426 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,439 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,453 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,466 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,481 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,494 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,508 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,523 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,538 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,551 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,567 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,583 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,599 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,615 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,629 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,641 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,655 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,669 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,682 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,695 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,711 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,724 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,737 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,752 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,767 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,782 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,798 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,811 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,824 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,839 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,854 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,870 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,885 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:10,898 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,911 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:10,922 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,939 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,956 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,970 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,984 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:10,995 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,008 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,023 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,038 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:11,051 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:11,066 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:11,079 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:11,094 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:11,107 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,122 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,135 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,150 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,165 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,179 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,195 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,210 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,225 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,240 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,256 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,271 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,286 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,300 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,315 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,330 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,343 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,356 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,370 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,386 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,400 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,416 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,431 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,442 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,457 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,472 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,487 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,500 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,515 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,529 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,542 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,556 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,572 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,587 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 07:30:11,600 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,612 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,629 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 07:30:11,644 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,659 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,672 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,687 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 07:30:11,702 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,717 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,732 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,745 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,760 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,773 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 07:30:11,788 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,802 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,815 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,830 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,843 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 07:30:11,858 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,873 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,888 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,902 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,917 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:11,931 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:11,945 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,962 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,977 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:11,993 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,009 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,019 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,033 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,047 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,062 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,077 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,093 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,106 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,122 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,137 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,151 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,168 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,183 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,196 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,211 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,226 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,240 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,253 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,268 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 07:30:12,282 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 07:30:12,297 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 07:30:12,310 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 07:30:12,324 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,339 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,352 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,366 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,381 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 07:30:12,395 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,410 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,423 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,438 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,454 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,469 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:12,484 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,500 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,515 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,528 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,542 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 07:30:12,557 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,570 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,584 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,598 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,613 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,627 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,643 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:12,656 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:12,668 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,684 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,698 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,711 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,725 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,738 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,753 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,767 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,782 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,797 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,812 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,821 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,837 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,853 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,865 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,881 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:12,896 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:12,911 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:12,923 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,938 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,953 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:12,969 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 07:30:12,986 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,001 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,017 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,033 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,046 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,061 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,076 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,090 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 07:30:13,103 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 07:30:13,118 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,133 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,148 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,155 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,168 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,181 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,194 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,205 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:13,220 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:13,234 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:13,249 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:13,261 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,274 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,289 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,299 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,315 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,328 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,343 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,357 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,373 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,388 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,400 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,413 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,428 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:13,443 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 07:30:13,458 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 07:30:13,473 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,486 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:13,496 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:13,507 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:13,520 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,532 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,547 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,559 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,574 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,590 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,605 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,619 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,634 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,649 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,664 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 07:30:13,680 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,694 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,709 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:13,724 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,740 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:13,753 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:13,766 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,781 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,794 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,810 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,823 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,838 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,853 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:13,871 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,887 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,900 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,916 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,930 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,945 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,960 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:13,973 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 07:30:13,986 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 07:30:14,003 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 07:30:14,018 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 07:30:14,033 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 07:30:14,048 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,064 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 07:30:14,079 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 07:30:14,094 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,109 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,122 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,138 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,148 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,161 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,176 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,189 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,204 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,220 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,235 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,250 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,266 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,281 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,296 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,309 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,324 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,337 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,352 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:14,366 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:14,380 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,394 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,407 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,422 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,438 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,454 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,469 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,485 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,499 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,512 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:14,528 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 07:30:14,541 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,555 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,571 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,587 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,603 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,616 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 07:30:14,629 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,644 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,659 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,674 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,687 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,700 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,715 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,729 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:14,744 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,759 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,773 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,788 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,801 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,816 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,831 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,846 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,861 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,877 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,890 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,905 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,921 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,937 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,949 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,964 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:14,979 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:14,997 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,011 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,026 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,041 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,056 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,071 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,086 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,101 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,114 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:15,128 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:15,144 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,157 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:15,172 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:15,184 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 07:30:15,193 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:15,208 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,223 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 07:30:15,235 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:15,250 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,266 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,279 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,293 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,308 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,324 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 07:30:15,339 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 07:30:15,357 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,372 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,390 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 07:30:15,405 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 07:30:15,418 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 07:30:15,434 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,449 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,464 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,476 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,489 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,503 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,517 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,532 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,546 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,559 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 07:30:15,573 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,587 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,599 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,614 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,629 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:15,643 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,657 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,671 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,686 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,701 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,716 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,731 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,745 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,760 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,774 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,787 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,800 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,815 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,830 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,846 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:15,861 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,871 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,884 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,900 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:15,915 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:15,928 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,942 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,958 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:15,973 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:15,986 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,000 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:16,015 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:16,030 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,045 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:16,057 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,071 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,086 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:16,101 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 07:30:16,117 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,132 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,145 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,160 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,176 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,188 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:16,203 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:16,219 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,234 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,249 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 07:30:16,261 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,274 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,289 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,304 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,318 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,331 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.914, mIoU: 0.646
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2023-07-25 07:30:16,386 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.915, mIoU: 0.646
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2023-07-25 07:30:16,473 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 07:30:16,634 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,648 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,664 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,680 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,693 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 07:30:16,720 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:16,735 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,750 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,765 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,778 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,793 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.914, mIoU: 0.646
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2023-07-25 07:30:16,836 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,851 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,867 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,878 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,894 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:16,909 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 07:30:16,923 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,936 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,949 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,963 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,977 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:16,992 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:17,005 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,020 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,033 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,048 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 07:30:17,062 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,077 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,091 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 07:30:17,106 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,123 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,136 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:17,151 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:17,166 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:17,182 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,197 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,210 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,223 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,240 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,255 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:17,271 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,284 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,297 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 07:30:17,312 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 07:30:17,327 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,340 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,353 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,368 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,383 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,398 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,413 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,427 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,443 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,455 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,469 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,484 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 07:30:17,497 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,512 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,527 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,542 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,557 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 07:30:17,573 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:17,588 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,602 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,617 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,632 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,647 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,663 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,678 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,693 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,708 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,721 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,734 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,748 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,763 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,776 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,791 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,806 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,820 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,835 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,849 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,864 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,879 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,892 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,905 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,918 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,932 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,946 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,961 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,977 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:17,990 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 07:30:18,004 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 07:30:18,019 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 07:30:18,031 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,046 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,063 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,079 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,094 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,109 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,122 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,136 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,150 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,163 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,177 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,192 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,207 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:18,219 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:18,233 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:18,248 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,261 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,275 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,287 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,302 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,316 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,330 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,344 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,357 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,371 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,387 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,401 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,416 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,430 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,445 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,460 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 07:30:18,470 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,484 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,496 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,509 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,526 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,541 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,555 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,568 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,581 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,594 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,609 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,623 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,638 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,652 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,665 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,680 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,695 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,708 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,722 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,737 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,750 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,765 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,777 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,792 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,807 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,822 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,837 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,850 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,863 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,878 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,893 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,907 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,920 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,933 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,948 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:18,963 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,978 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:18,991 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,005 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,022 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,038 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,053 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,070 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,078 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,093 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,105 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,118 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,133 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,148 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:19,162 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:19,178 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 07:30:19,193 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,208 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 07:30:19,223 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,236 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,251 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,267 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,282 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,297 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,312 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,329 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,341 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 07:30:19,356 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,371 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,387 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 07:30:19,400 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 07:30:19,413 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,428 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,443 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,458 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 07:30:19,473 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,487 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,502 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,517 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,530 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,545 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,558 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,572 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,588 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,602 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,617 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,630 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,645 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,660 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,675 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,689 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,704 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,719 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,733 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,747 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,761 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,775 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,790 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,805 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,820 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,836 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,851 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:19,865 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 07:30:19,875 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 07:30:19,890 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 07:30:19,903 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 07:30:19,918 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,933 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,948 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 07:30:19,963 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,974 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,983 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:19,999 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,014 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,029 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,041 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,056 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,071 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,086 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,100 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,115 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,128 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,143 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,155 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,169 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,184 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,199 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,211 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,226 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,241 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 07:30:20,255 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,271 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,284 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,298 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:20,313 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 07:30:20,330 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 07:30:37,107 semantic_segmentation INFO: Iters: 44010/150000 || Lr: 0.014632 || Task Loss: 0.6140 || KD Loss: 0.1324|| 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: 20:44:21 || Estimated Time: 2 days, 1:56:47
2023-07-25 07:30:54,390 semantic_segmentation INFO: Iters: 44020/150000 || Lr: 0.014630 || Task Loss: 0.5720 || KD Loss: 0.1170|| 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: 20:44:38 || Estimated Time: 2 days, 1:56:31
2023-07-25 07:31:11,383 semantic_segmentation INFO: Iters: 44030/150000 || Lr: 0.014629 || Task Loss: 0.3909 || KD Loss: 0.0937|| 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: 20:44:55 || Estimated Time: 2 days, 1:56:14
2023-07-25 07:31:28,442 semantic_segmentation INFO: Iters: 44040/150000 || Lr: 0.014628 || Task Loss: 0.5919 || KD Loss: 0.1250|| 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: 20:45:12 || Estimated Time: 2 days, 1:55:57
2023-07-25 07:31:45,533 semantic_segmentation INFO: Iters: 44050/150000 || Lr: 0.014627 || Task Loss: 0.3552 || KD Loss: 0.0518|| 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: 20:45:30 || Estimated Time: 2 days, 1:55:40
2023-07-25 07:32:02,525 semantic_segmentation INFO: Iters: 44060/150000 || Lr: 0.014625 || Task Loss: 0.5495 || KD Loss: 0.1631|| 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: 20:45:47 || Estimated Time: 2 days, 1:55:24
2023-07-25 07:32:19,549 semantic_segmentation INFO: Iters: 44070/150000 || Lr: 0.014624 || Task Loss: 0.5488 || KD Loss: 0.1991|| 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: 20:46:04 || Estimated Time: 2 days, 1:55:07
2023-07-25 07:32:36,590 semantic_segmentation INFO: Iters: 44080/150000 || Lr: 0.014623 || Task Loss: 0.6844 || KD Loss: 0.2969|| 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: 20:46:21 || Estimated Time: 2 days, 1:54:50
2023-07-25 07:32:53,615 semantic_segmentation INFO: Iters: 44090/150000 || Lr: 0.014622 || Task Loss: 0.9137 || KD Loss: 0.3630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:46:38 || Estimated Time: 2 days, 1:54:33
2023-07-25 07:33:10,674 semantic_segmentation INFO: Iters: 44100/150000 || Lr: 0.014620 || Task Loss: 0.4472 || KD Loss: 0.0990|| 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: 20:46:55 || Estimated Time: 2 days, 1:54:16
2023-07-25 07:33:27,975 semantic_segmentation INFO: Iters: 44110/150000 || Lr: 0.014619 || Task Loss: 0.4241 || KD Loss: 0.0990|| 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: 20:47:12 || Estimated Time: 2 days, 1:54:00
2023-07-25 07:33:45,434 semantic_segmentation INFO: Iters: 44120/150000 || Lr: 0.014618 || Task Loss: 0.6741 || KD Loss: 0.1421|| 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: 20:47:29 || Estimated Time: 2 days, 1:53:44
2023-07-25 07:34:02,451 semantic_segmentation INFO: Iters: 44130/150000 || Lr: 0.014617 || Task Loss: 0.5665 || KD Loss: 0.2049|| 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: 20:47:46 || Estimated Time: 2 days, 1:53:28
2023-07-25 07:34:19,475 semantic_segmentation INFO: Iters: 44140/150000 || Lr: 0.014615 || Task Loss: 0.4031 || KD Loss: 0.0931|| 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: 20:48:03 || Estimated Time: 2 days, 1:53:11
2023-07-25 07:34:36,462 semantic_segmentation INFO: Iters: 44150/150000 || Lr: 0.014614 || Task Loss: 0.5432 || KD Loss: 0.1164|| 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: 20:48:20 || Estimated Time: 2 days, 1:52:54
2023-07-25 07:34:55,078 semantic_segmentation INFO: Iters: 44160/150000 || Lr: 0.014613 || Task Loss: 0.6195 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:39 || Estimated Time: 2 days, 1:52:41
2023-07-25 07:35:14,377 semantic_segmentation INFO: Iters: 44170/150000 || Lr: 0.014612 || Task Loss: 0.4076 || KD Loss: 0.0539|| 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: 20:48:58 || Estimated Time: 2 days, 1:52:29
2023-07-25 07:35:31,419 semantic_segmentation INFO: Iters: 44180/150000 || Lr: 0.014610 || Task Loss: 0.7512 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:49:15 || Estimated Time: 2 days, 1:52:13
2023-07-25 07:35:48,413 semantic_segmentation INFO: Iters: 44190/150000 || Lr: 0.014609 || Task Loss: 0.4328 || KD Loss: 0.1114|| 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: 20:49:32 || Estimated Time: 2 days, 1:51:56
2023-07-25 07:36:05,944 semantic_segmentation INFO: Iters: 44200/150000 || Lr: 0.014608 || Task Loss: 0.3760 || KD Loss: 0.0948|| 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: 20:49:50 || Estimated Time: 2 days, 1:51:40
2023-07-25 07:36:22,958 semantic_segmentation INFO: Iters: 44210/150000 || Lr: 0.014607 || Task Loss: 0.4553 || KD Loss: 0.1131|| 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: 20:50:07 || Estimated Time: 2 days, 1:51:23
2023-07-25 07:36:40,095 semantic_segmentation INFO: Iters: 44220/150000 || Lr: 0.014605 || Task Loss: 0.5434 || KD Loss: 0.1891|| 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: 20:50:24 || Estimated Time: 2 days, 1:51:07
2023-07-25 07:36:57,053 semantic_segmentation INFO: Iters: 44230/150000 || Lr: 0.014604 || Task Loss: 0.4245 || KD Loss: 0.0652|| 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: 20:50:41 || Estimated Time: 2 days, 1:50:50
2023-07-25 07:37:14,102 semantic_segmentation INFO: Iters: 44240/150000 || Lr: 0.014603 || Task Loss: 0.6495 || KD Loss: 0.1614|| 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: 20:50:58 || Estimated Time: 2 days, 1:50:33
2023-07-25 07:37:31,341 semantic_segmentation INFO: Iters: 44250/150000 || Lr: 0.014602 || Task Loss: 0.4482 || KD Loss: 0.1059|| 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: 20:51:15 || Estimated Time: 2 days, 1:50:17
2023-07-25 07:37:48,426 semantic_segmentation INFO: Iters: 44260/150000 || Lr: 0.014600 || Task Loss: 0.4659 || KD Loss: 0.1490|| 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: 20:51:32 || Estimated Time: 2 days, 1:50:00
2023-07-25 07:38:05,403 semantic_segmentation INFO: Iters: 44270/150000 || Lr: 0.014599 || Task Loss: 0.6081 || KD Loss: 0.1819|| 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: 20:51:49 || Estimated Time: 2 days, 1:49:43
2023-07-25 07:38:22,397 semantic_segmentation INFO: Iters: 44280/150000 || Lr: 0.014598 || Task Loss: 1.1442 || KD Loss: 0.4286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:06 || Estimated Time: 2 days, 1:49:26
2023-07-25 07:38:39,423 semantic_segmentation INFO: Iters: 44290/150000 || Lr: 0.014597 || Task Loss: 0.6228 || KD Loss: 0.2091|| 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: 20:52:23 || Estimated Time: 2 days, 1:49:09
2023-07-25 07:38:56,408 semantic_segmentation INFO: Iters: 44300/150000 || Lr: 0.014596 || Task Loss: 0.6767 || KD Loss: 0.1762|| 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: 20:52:40 || Estimated Time: 2 days, 1:48:53
2023-07-25 07:39:13,405 semantic_segmentation INFO: Iters: 44310/150000 || Lr: 0.014594 || Task Loss: 0.6574 || KD Loss: 0.2340|| 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: 20:52:57 || Estimated Time: 2 days, 1:48:36
2023-07-25 07:39:30,394 semantic_segmentation INFO: Iters: 44320/150000 || Lr: 0.014593 || Task Loss: 0.5240 || KD Loss: 0.1160|| 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: 20:53:14 || Estimated Time: 2 days, 1:48:19
2023-07-25 07:39:47,383 semantic_segmentation INFO: Iters: 44330/150000 || Lr: 0.014592 || Task Loss: 0.6288 || KD Loss: 0.1929|| 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: 20:53:31 || Estimated Time: 2 days, 1:48:02
2023-07-25 07:40:04,398 semantic_segmentation INFO: Iters: 44340/150000 || Lr: 0.014591 || Task Loss: 0.6471 || KD Loss: 0.2090|| 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: 20:53:48 || Estimated Time: 2 days, 1:47:45
2023-07-25 07:40:21,408 semantic_segmentation INFO: Iters: 44350/150000 || Lr: 0.014589 || Task Loss: 0.5579 || KD Loss: 0.1574|| 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: 20:54:05 || Estimated Time: 2 days, 1:47:28
2023-07-25 07:40:38,403 semantic_segmentation INFO: Iters: 44360/150000 || Lr: 0.014588 || Task Loss: 0.6594 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:22 || Estimated Time: 2 days, 1:47:11
2023-07-25 07:40:55,793 semantic_segmentation INFO: Iters: 44370/150000 || Lr: 0.014587 || Task Loss: 0.4805 || KD Loss: 0.1329|| 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: 20:54:40 || Estimated Time: 2 days, 1:46:55
2023-07-25 07:41:12,757 semantic_segmentation INFO: Iters: 44380/150000 || Lr: 0.014586 || Task Loss: 0.5002 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:57 || Estimated Time: 2 days, 1:46:38
2023-07-25 07:41:29,783 semantic_segmentation INFO: Iters: 44390/150000 || Lr: 0.014584 || Task Loss: 0.8781 || KD Loss: 0.2738|| 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: 20:55:14 || Estimated Time: 2 days, 1:46:21
2023-07-25 07:41:46,825 semantic_segmentation INFO: Iters: 44400/150000 || Lr: 0.014583 || Task Loss: 0.5593 || KD Loss: 0.1175|| 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: 20:55:31 || Estimated Time: 2 days, 1:46:05
2023-07-25 07:42:04,194 semantic_segmentation INFO: Iters: 44410/150000 || Lr: 0.014582 || Task Loss: 0.6014 || KD Loss: 0.1891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:55:48 || Estimated Time: 2 days, 1:45:49
2023-07-25 07:42:21,638 semantic_segmentation INFO: Iters: 44420/150000 || Lr: 0.014581 || Task Loss: 0.4355 || KD Loss: 0.1666|| 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: 20:56:06 || Estimated Time: 2 days, 1:45:33
2023-07-25 07:42:38,608 semantic_segmentation INFO: Iters: 44430/150000 || Lr: 0.014579 || Task Loss: 0.3454 || KD Loss: 0.0653|| 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: 20:56:23 || Estimated Time: 2 days, 1:45:16
2023-07-25 07:42:55,506 semantic_segmentation INFO: Iters: 44440/150000 || Lr: 0.014578 || Task Loss: 0.6340 || KD Loss: 0.1575|| 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: 20:56:39 || Estimated Time: 2 days, 1:44:59
2023-07-25 07:43:12,491 semantic_segmentation INFO: Iters: 44450/150000 || Lr: 0.014577 || Task Loss: 0.4938 || KD Loss: 0.1345|| 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: 20:56:56 || Estimated Time: 2 days, 1:44:42
2023-07-25 07:43:29,751 semantic_segmentation INFO: Iters: 44460/150000 || Lr: 0.014576 || Task Loss: 0.4892 || KD Loss: 0.1393|| 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: 20:57:14 || Estimated Time: 2 days, 1:44:25
2023-07-25 07:43:46,813 semantic_segmentation INFO: Iters: 44470/150000 || Lr: 0.014574 || Task Loss: 0.4793 || KD Loss: 0.1028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:57:31 || Estimated Time: 2 days, 1:44:09
2023-07-25 07:44:03,804 semantic_segmentation INFO: Iters: 44480/150000 || Lr: 0.014573 || Task Loss: 0.5498 || KD Loss: 0.1606|| 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: 20:57:48 || Estimated Time: 2 days, 1:43:52
2023-07-25 07:44:20,886 semantic_segmentation INFO: Iters: 44490/150000 || Lr: 0.014572 || Task Loss: 0.5490 || KD Loss: 0.1467|| 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: 20:58:05 || Estimated Time: 2 days, 1:43:35
2023-07-25 07:44:37,795 semantic_segmentation INFO: Iters: 44500/150000 || Lr: 0.014571 || Task Loss: 0.3206 || KD Loss: 0.0735|| 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: 20:58:22 || Estimated Time: 2 days, 1:43:18
2023-07-25 07:44:54,888 semantic_segmentation INFO: Iters: 44510/150000 || Lr: 0.014569 || Task Loss: 0.4114 || KD Loss: 0.0914|| 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: 20:58:39 || Estimated Time: 2 days, 1:43:01
2023-07-25 07:45:12,150 semantic_segmentation INFO: Iters: 44520/150000 || Lr: 0.014568 || Task Loss: 0.3873 || KD Loss: 0.0871|| 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: 20:58:56 || Estimated Time: 2 days, 1:42:45
2023-07-25 07:45:29,119 semantic_segmentation INFO: Iters: 44530/150000 || Lr: 0.014567 || Task Loss: 0.5066 || KD Loss: 0.1049|| 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: 20:59:13 || Estimated Time: 2 days, 1:42:28
2023-07-25 07:45:46,528 semantic_segmentation INFO: Iters: 44540/150000 || Lr: 0.014566 || Task Loss: 0.4433 || KD Loss: 0.0952|| 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: 20:59:31 || Estimated Time: 2 days, 1:42:12
2023-07-25 07:46:03,666 semantic_segmentation INFO: Iters: 44550/150000 || Lr: 0.014564 || Task Loss: 0.2450 || KD Loss: 0.0427|| 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: 20:59:48 || Estimated Time: 2 days, 1:41:56
2023-07-25 07:46:20,660 semantic_segmentation INFO: Iters: 44560/150000 || Lr: 0.014563 || Task Loss: 0.5685 || KD Loss: 0.1491|| 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: 21:00:05 || Estimated Time: 2 days, 1:41:39
2023-07-25 07:46:37,689 semantic_segmentation INFO: Iters: 44570/150000 || Lr: 0.014562 || Task Loss: 0.5709 || KD Loss: 0.1938|| 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: 21:00:22 || Estimated Time: 2 days, 1:41:22
2023-07-25 07:46:54,680 semantic_segmentation INFO: Iters: 44580/150000 || Lr: 0.014561 || Task Loss: 0.4960 || KD Loss: 0.1074|| 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: 21:00:39 || Estimated Time: 2 days, 1:41:05
2023-07-25 07:47:11,618 semantic_segmentation INFO: Iters: 44590/150000 || Lr: 0.014559 || Task Loss: 0.4395 || KD Loss: 0.0800|| 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: 21:00:56 || Estimated Time: 2 days, 1:40:48
2023-07-25 07:47:28,605 semantic_segmentation INFO: Iters: 44600/150000 || Lr: 0.014558 || Task Loss: 0.6911 || KD Loss: 0.2244|| 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: 21:01:13 || Estimated Time: 2 days, 1:40:31
2023-07-25 07:47:45,774 semantic_segmentation INFO: Iters: 44610/150000 || Lr: 0.014557 || Task Loss: 0.4408 || KD Loss: 0.0915|| 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: 21:01:30 || Estimated Time: 2 days, 1:40:15
2023-07-25 07:48:02,815 semantic_segmentation INFO: Iters: 44620/150000 || Lr: 0.014556 || Task Loss: 0.4341 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:01:47 || Estimated Time: 2 days, 1:39:58
2023-07-25 07:48:20,286 semantic_segmentation INFO: Iters: 44630/150000 || Lr: 0.014554 || Task Loss: 0.5272 || KD Loss: 0.0765|| 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: 21:02:04 || Estimated Time: 2 days, 1:39:42
2023-07-25 07:48:37,208 semantic_segmentation INFO: Iters: 44640/150000 || Lr: 0.014553 || Task Loss: 0.5042 || KD Loss: 0.1553|| 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: 21:02:21 || Estimated Time: 2 days, 1:39:25
2023-07-25 07:48:54,229 semantic_segmentation INFO: Iters: 44650/150000 || Lr: 0.014552 || Task Loss: 0.7061 || KD Loss: 0.2535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:02:38 || Estimated Time: 2 days, 1:39:08
2023-07-25 07:49:11,222 semantic_segmentation INFO: Iters: 44660/150000 || Lr: 0.014551 || Task Loss: 0.6446 || KD Loss: 0.1512|| 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: 21:02:55 || Estimated Time: 2 days, 1:38:51
2023-07-25 07:49:28,225 semantic_segmentation INFO: Iters: 44670/150000 || Lr: 0.014550 || Task Loss: 0.6854 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2612|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:12 || Estimated Time: 2 days, 1:38:34
2023-07-25 07:49:45,288 semantic_segmentation INFO: Iters: 44680/150000 || Lr: 0.014548 || Task Loss: 0.5081 || KD Loss: 0.1335|| 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: 21:03:29 || Estimated Time: 2 days, 1:38:18
2023-07-25 07:50:02,331 semantic_segmentation INFO: Iters: 44690/150000 || Lr: 0.014547 || Task Loss: 0.4491 || KD Loss: 0.1274|| 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: 21:03:46 || Estimated Time: 2 days, 1:38:01
2023-07-25 07:50:19,730 semantic_segmentation INFO: Iters: 44700/150000 || Lr: 0.014546 || Task Loss: 0.4037 || KD Loss: 0.0929|| 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: 21:04:04 || Estimated Time: 2 days, 1:37:45
2023-07-25 07:50:36,771 semantic_segmentation INFO: Iters: 44710/150000 || Lr: 0.014545 || Task Loss: 0.6238 || KD Loss: 0.1373|| 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: 21:04:21 || Estimated Time: 2 days, 1:37:28
2023-07-25 07:50:53,760 semantic_segmentation INFO: Iters: 44720/150000 || Lr: 0.014543 || Task Loss: 0.4940 || KD Loss: 0.1535|| 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: 21:04:38 || Estimated Time: 2 days, 1:37:11
2023-07-25 07:51:10,803 semantic_segmentation INFO: Iters: 44730/150000 || Lr: 0.014542 || Task Loss: 0.3229 || KD Loss: 0.0668|| 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: 21:04:55 || Estimated Time: 2 days, 1:36:54
2023-07-25 07:51:28,160 semantic_segmentation INFO: Iters: 44740/150000 || Lr: 0.014541 || Task Loss: 0.4877 || KD Loss: 0.1239|| 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: 21:05:12 || Estimated Time: 2 days, 1:36:38
2023-07-25 07:51:45,100 semantic_segmentation INFO: Iters: 44750/150000 || Lr: 0.014540 || Task Loss: 1.0411 || KD Loss: 0.4555|| 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: 21:05:29 || Estimated Time: 2 days, 1:36:21
2023-07-25 07:52:02,122 semantic_segmentation INFO: Iters: 44760/150000 || Lr: 0.014538 || Task Loss: 0.3791 || KD Loss: 0.1044|| 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: 21:05:46 || Estimated Time: 2 days, 1:36:04
2023-07-25 07:52:19,092 semantic_segmentation INFO: Iters: 44770/150000 || Lr: 0.014537 || Task Loss: 0.4110 || KD Loss: 0.0753|| 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: 21:06:03 || Estimated Time: 2 days, 1:35:47
2023-07-25 07:52:36,087 semantic_segmentation INFO: Iters: 44780/150000 || Lr: 0.014536 || Task Loss: 0.6661 || KD Loss: 0.1602|| 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: 21:06:20 || Estimated Time: 2 days, 1:35:31
2023-07-25 07:52:53,140 semantic_segmentation INFO: Iters: 44790/150000 || Lr: 0.014535 || Task Loss: 0.4414 || KD Loss: 0.0852|| 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: 21:06:37 || Estimated Time: 2 days, 1:35:14
2023-07-25 07:53:10,226 semantic_segmentation INFO: Iters: 44800/150000 || Lr: 0.014533 || Task Loss: 0.5224 || KD Loss: 0.1539|| 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: 21:06:54 || Estimated Time: 2 days, 1:34:57
2023-07-25 07:53:10,340 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 07:53:10,895 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.089
2023-07-25 07:53:10,923 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.952, mIoU: 0.124
2023-07-25 07:53:10,935 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.157
2023-07-25 07:53:10,949 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.160
2023-07-25 07:53:10,962 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.237
2023-07-25 07:53:10,974 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.282
2023-07-25 07:53:10,987 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.941, mIoU: 0.309
2023-07-25 07:53:11,001 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.944, mIoU: 0.312
2023-07-25 07:53:11,013 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.350
2023-07-25 07:53:11,027 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.387
2023-07-25 07:53:11,040 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.929, mIoU: 0.388
2023-07-25 07:53:11,054 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.434
2023-07-25 07:53:11,066 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.417
2023-07-25 07:53:11,079 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.407
2023-07-25 07:53:11,094 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.410
2023-07-25 07:53:11,107 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.402
2023-07-25 07:53:11,118 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.395
2023-07-25 07:53:11,131 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.395
2023-07-25 07:53:11,144 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.390
2023-07-25 07:53:11,160 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.432
2023-07-25 07:53:11,173 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.433
2023-07-25 07:53:11,188 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.444
2023-07-25 07:53:11,202 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.916, mIoU: 0.478
2023-07-25 07:53:11,218 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.919, mIoU: 0.481
2023-07-25 07:53:11,232 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.480
2023-07-25 07:53:11,246 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.482
2023-07-25 07:53:11,260 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.485
2023-07-25 07:53:11,270 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.486
2023-07-25 07:53:11,285 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.474
2023-07-25 07:53:11,299 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.474
2023-07-25 07:53:11,313 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.474
2023-07-25 07:53:11,329 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.474
2023-07-25 07:53:11,344 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.489
2023-07-25 07:53:11,358 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.487
2023-07-25 07:53:11,373 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.530
2023-07-25 07:53:11,388 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.530
2023-07-25 07:53:11,401 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.532
2023-07-25 07:53:11,413 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.572
2023-07-25 07:53:11,429 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-25 07:53:11,442 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.561
2023-07-25 07:53:11,455 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.589
2023-07-25 07:53:11,470 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-25 07:53:11,484 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-25 07:53:11,497 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.587
2023-07-25 07:53:11,512 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-25 07:53:11,528 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.593
2023-07-25 07:53:11,541 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.600
2023-07-25 07:53:11,555 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.600
2023-07-25 07:53:11,569 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.602
2023-07-25 07:53:11,586 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.600
2023-07-25 07:53:11,602 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.598
2023-07-25 07:53:11,618 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.598
2023-07-25 07:53:11,632 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-25 07:53:11,648 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-25 07:53:11,663 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.599
2023-07-25 07:53:11,677 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.598
2023-07-25 07:53:11,693 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.594
2023-07-25 07:53:11,710 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-25 07:53:11,723 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.596
2023-07-25 07:53:11,738 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.618
2023-07-25 07:53:11,751 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-25 07:53:11,767 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.619
2023-07-25 07:53:11,780 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.619
2023-07-25 07:53:11,798 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.623
2023-07-25 07:53:11,811 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-25 07:53:11,826 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-25 07:53:11,841 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-25 07:53:11,854 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-25 07:53:11,869 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-25 07:53:11,883 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 07:53:11,899 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 07:53:11,912 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 07:53:11,928 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 07:53:11,943 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 07:53:11,958 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 07:53:11,974 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 07:53:11,989 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 07:53:11,999 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 07:53:12,014 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 07:53:12,031 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 07:53:12,044 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 07:53:12,060 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 07:53:12,076 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 07:53:12,091 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 07:53:12,108 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 07:53:12,124 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 07:53:12,140 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 07:53:12,155 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 07:53:12,170 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 07:53:12,183 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:12,198 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 07:53:12,213 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 07:53:12,228 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 07:53:12,243 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:12,258 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 07:53:12,273 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 07:53:12,286 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:12,299 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:12,313 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:12,327 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:12,342 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:12,356 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:12,370 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 07:53:12,385 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 07:53:12,401 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 07:53:12,413 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 07:53:12,429 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 07:53:12,444 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 07:53:12,457 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 07:53:12,470 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 07:53:12,484 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 07:53:12,498 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 07:53:12,513 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 07:53:12,528 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 07:53:12,543 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 07:53:12,557 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-25 07:53:12,570 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-25 07:53:12,586 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 07:53:12,599 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-25 07:53:12,614 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-25 07:53:12,629 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-25 07:53:12,643 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-25 07:53:12,656 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.656
2023-07-25 07:53:12,672 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.656
2023-07-25 07:53:12,687 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.656
2023-07-25 07:53:12,695 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.653
2023-07-25 07:53:12,707 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.654
2023-07-25 07:53:12,723 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.635
2023-07-25 07:53:12,732 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-25 07:53:12,746 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.638
2023-07-25 07:53:12,761 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.639
2023-07-25 07:53:12,776 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.640
2023-07-25 07:53:12,789 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.640
2023-07-25 07:53:12,804 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.641
2023-07-25 07:53:12,817 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-25 07:53:12,830 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-25 07:53:12,845 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-25 07:53:12,858 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-25 07:53:12,873 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.628
2023-07-25 07:53:12,886 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.627
2023-07-25 07:53:12,901 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.629
2023-07-25 07:53:12,916 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.922, mIoU: 0.628
2023-07-25 07:53:12,931 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-25 07:53:12,947 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.635
2023-07-25 07:53:12,962 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.636
2023-07-25 07:53:12,977 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.637
2023-07-25 07:53:12,992 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.641
2023-07-25 07:53:13,007 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-25 07:53:13,017 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-25 07:53:13,033 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.923, mIoU: 0.651
2023-07-25 07:53:13,048 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 07:53:13,062 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 07:53:13,076 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 07:53:13,090 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 07:53:13,104 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-25 07:53:13,120 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 07:53:13,137 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 07:53:13,152 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 07:53:13,167 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.923, mIoU: 0.652
2023-07-25 07:53:13,183 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 07:53:13,198 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 07:53:13,213 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 07:53:13,226 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 07:53:13,242 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-25 07:53:13,254 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-25 07:53:13,267 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-25 07:53:13,279 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.645
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2023-07-25 07:53:16,129 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 07:53:16,145 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 07:53:16,162 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-25 07:53:16,221 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.916, mIoU: 0.634
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2023-07-25 07:53:16,265 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 07:53:16,293 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 07:53:16,308 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 07:53:16,337 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.915, mIoU: 0.633
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2023-07-25 07:53:16,381 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 07:53:16,545 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-25 07:53:16,760 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.917, mIoU: 0.629
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2023-07-25 07:53:16,816 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.918, mIoU: 0.629
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2023-07-25 07:53:16,844 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.916, mIoU: 0.628
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2023-07-25 07:53:16,928 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.917, mIoU: 0.630
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2023-07-25 07:53:16,988 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.917, mIoU: 0.630
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2023-07-25 07:53:17,073 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 07:53:17,087 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 07:53:17,102 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 07:53:17,115 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 07:53:17,130 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-25 07:53:17,144 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 07:53:17,156 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 07:53:17,172 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 07:53:17,189 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 07:53:17,202 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.918, mIoU: 0.638
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2023-07-25 07:53:17,233 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 07:53:17,248 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 07:53:17,263 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-25 07:53:17,379 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.636
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2023-07-25 07:53:17,422 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.917, mIoU: 0.634
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2023-07-25 07:53:17,566 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 07:53:17,574 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.917, mIoU: 0.634
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2023-07-25 07:53:17,598 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 07:53:17,612 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 07:53:17,627 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 07:53:17,639 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 07:53:17,654 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 07:53:17,670 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 07:53:17,685 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.637
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2023-07-25 07:53:17,744 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.918, mIoU: 0.639
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2023-07-25 07:53:17,772 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-25 07:53:17,800 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-25 07:53:17,829 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.918, mIoU: 0.641
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2023-07-25 07:53:17,875 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.919, mIoU: 0.643
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2023-07-25 07:53:17,941 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 07:53:17,954 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.919, mIoU: 0.645
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2023-07-25 07:53:17,982 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 07:53:17,998 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.646
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2023-07-25 07:53:18,122 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.649
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2023-07-25 07:53:18,256 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 07:53:18,270 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.920, mIoU: 0.644
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2023-07-25 07:53:18,755 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-25 07:53:18,928 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:18,943 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 07:53:18,971 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:18,987 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:19,002 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 07:53:19,046 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:19,062 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:19,078 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,089 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,103 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,118 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,131 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,145 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,158 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,172 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,187 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,202 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,216 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-25 07:53:19,243 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-25 07:53:19,271 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:19,287 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,300 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,315 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:19,328 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-25 07:53:19,359 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 07:53:19,386 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,401 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,416 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,430 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,445 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,456 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,471 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:19,485 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:19,499 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,515 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,530 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,542 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,557 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,572 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,587 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,600 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:19,616 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:19,631 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:19,647 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:19,662 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:19,678 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:19,693 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:19,708 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:19,724 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:19,740 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 07:53:19,768 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:19,783 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-25 07:53:19,810 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:19,826 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,839 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,854 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,868 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,884 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 07:53:19,914 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:19,929 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,943 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:19,957 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:19,972 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:19,987 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:20,005 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:20,020 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 07:53:20,035 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,046 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,059 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-25 07:53:20,116 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:20,129 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-25 07:53:20,192 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-25 07:53:20,221 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,235 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-25 07:53:20,266 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:20,281 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-25 07:53:20,311 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:20,326 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:20,339 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:20,355 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 07:53:20,370 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,382 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 07:53:20,396 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 07:53:20,410 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 07:53:20,425 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,440 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,453 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,468 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 07:53:20,483 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,498 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,511 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,524 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 07:53:20,548 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,564 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:20,580 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 07:53:20,770 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 07:53:20,784 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,797 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:20,810 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,823 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:20,837 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:20,852 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 07:53:20,945 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:20,960 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 07:53:21,167 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 07:53:21,210 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 07:53:21,259 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:21,274 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 07:53:21,303 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-25 07:53:21,574 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:21,592 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 07:53:21,678 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 07:53:21,751 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:21,767 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:21,780 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:21,794 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:21,809 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 07:53:21,824 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:21,841 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,854 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,868 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,881 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,896 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,909 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,922 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,937 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,952 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,965 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,981 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:21,997 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:22,013 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:22,029 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,043 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,055 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,070 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,085 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,098 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,111 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,127 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,141 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,154 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,168 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,184 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,199 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,214 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,227 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,242 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,258 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,273 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,288 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,303 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,316 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:22,328 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,340 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,355 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,371 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,385 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,399 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,411 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,424 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,439 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:22,454 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:22,467 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,482 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,496 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:22,511 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,524 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,540 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:22,553 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:22,568 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:22,583 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:22,596 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,612 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,627 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,642 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 07:53:22,658 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,673 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:22,688 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 07:53:22,703 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 07:53:22,717 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,732 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,747 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:22,761 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,775 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:22,788 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:22,804 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 07:53:22,818 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,834 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:22,849 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:22,861 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,875 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,891 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,906 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,919 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,934 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,949 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,962 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,976 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:22,992 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,008 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 07:53:23,022 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 07:53:23,034 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 07:53:23,051 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,066 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,082 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,095 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,111 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,126 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,142 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,157 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,170 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,185 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,198 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,212 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 07:53:23,226 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 07:53:23,246 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 07:53:23,263 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 07:53:23,277 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 07:53:23,291 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,306 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,320 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 07:53:23,335 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,349 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,364 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,379 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,395 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,411 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,427 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,443 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,453 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,468 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,482 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,498 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,513 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,529 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 07:53:23,542 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,557 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,573 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,587 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,603 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,619 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,631 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,647 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,661 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,676 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,689 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,703 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,718 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,733 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,746 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,761 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,776 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,789 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:23,804 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,819 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,833 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,848 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,862 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,876 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,892 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:23,907 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 07:53:23,923 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:23,939 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:23,954 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:23,968 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:23,981 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:23,996 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,009 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,022 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:24,036 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:24,050 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,065 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,080 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,093 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,105 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,121 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,135 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,147 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,162 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,174 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,189 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,203 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,219 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,234 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,249 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,260 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,277 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,292 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,305 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,319 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,334 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,349 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,361 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,376 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,391 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:24,406 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 07:53:24,421 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,436 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,452 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,468 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,481 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,496 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,511 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,525 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:24,538 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,553 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,569 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,584 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,591 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,604 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,617 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,630 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:24,641 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,656 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,670 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:24,685 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,697 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,710 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,724 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,735 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:24,750 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:24,763 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,778 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,792 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,807 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,822 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:24,833 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,847 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,862 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:24,877 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:24,892 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,907 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,920 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,930 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,941 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,954 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,966 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,981 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:24,994 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:25,008 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 07:53:25,024 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 07:53:25,039 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,053 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,068 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,082 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,097 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,112 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,126 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,140 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,155 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,171 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,184 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,197 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,212 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,224 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,242 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,255 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,272 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 07:53:25,288 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 07:53:25,306 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,322 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,335 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,350 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,366 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,381 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,396 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 07:53:25,408 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 07:53:25,422 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 07:53:25,437 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 07:53:25,451 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 07:53:25,466 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 07:53:25,481 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 07:53:25,496 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 07:53:25,512 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 07:53:25,526 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,541 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,554 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,569 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,579 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,592 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,607 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,618 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 07:53:25,633 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,648 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 07:53:25,663 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,679 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,695 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,710 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,724 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,737 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,753 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,766 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,781 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,796 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,809 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,823 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,836 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,851 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,866 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,881 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:25,896 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:25,911 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:25,924 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,936 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,951 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 07:53:25,963 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,976 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:25,992 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:26,006 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:26,021 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:26,033 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 07:53:26,046 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,062 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,078 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,093 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,107 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,120 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,135 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,150 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 07:53:26,166 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,181 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,196 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,211 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,225 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,240 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,256 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,271 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,285 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,301 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,314 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,329 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,344 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,359 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:26,371 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 07:53:26,385 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 07:53:26,399 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,415 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,428 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 07:53:26,442 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,457 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,472 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,487 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,502 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,518 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,531 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,547 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,563 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,576 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,592 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:26,605 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:26,613 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,629 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,644 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,657 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:26,672 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:26,686 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:26,699 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,712 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,726 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,742 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,756 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,773 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,787 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,803 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,817 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,830 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,844 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,858 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,873 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,885 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:26,898 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,912 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,927 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,942 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,956 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.921, mIoU: 0.657
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2023-07-25 07:53:26,983 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:26,997 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,010 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,025 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,041 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,055 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,070 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,083 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,098 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,113 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,128 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,143 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,157 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,172 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,185 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,198 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,210 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,225 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,241 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,256 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,271 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,281 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,294 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,311 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,328 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,341 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,355 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,371 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,386 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,399 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,413 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,427 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,440 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,455 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,467 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,481 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,496 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,511 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,527 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,542 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,555 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,570 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,586 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,599 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 07:53:27,614 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,629 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,645 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,660 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,673 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,686 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 07:53:27,700 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,715 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,729 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,742 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,757 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,773 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,786 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,796 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,810 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,828 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,842 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,856 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,868 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,883 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,896 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,909 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,923 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,938 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,953 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,968 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:27,983 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:27,997 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:28,011 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:28,026 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:28,039 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,054 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,069 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,085 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,097 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,112 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,124 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,139 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,155 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,170 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,183 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,198 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,215 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:28,230 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,243 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,258 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,273 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,286 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:28,300 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:28,316 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:28,333 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,346 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,359 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,374 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,388 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,402 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,415 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,431 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,443 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,456 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,471 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,485 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,500 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 07:53:28,515 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:28,532 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:28,545 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:28,561 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:28,576 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 07:53:28,591 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:28,606 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:28,620 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,633 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,650 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,665 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,681 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,694 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,707 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,722 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,737 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,750 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,763 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,778 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,793 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,807 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,822 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,836 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,851 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,865 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,880 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,894 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,907 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:28,923 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:28,939 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:28,955 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:28,971 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:28,987 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:29,002 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,018 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,032 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,048 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,064 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,080 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,094 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,111 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,125 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,138 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,151 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,166 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,181 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,194 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,208 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,224 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,238 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,254 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,268 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,283 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,297 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,310 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,324 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,338 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,353 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,366 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,382 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:29,397 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,410 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,424 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,439 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,452 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,466 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,481 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,497 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:29,512 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,527 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,540 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,555 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:29,570 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,583 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,599 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,614 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,629 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,642 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,657 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,672 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,687 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,701 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:29,714 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,729 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,745 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,761 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,777 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,790 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:29,805 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,821 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,836 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,851 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,867 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,882 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,897 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,908 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,923 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,936 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,949 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,966 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 07:53:29,980 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:29,994 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,006 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,019 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,033 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,048 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,061 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,076 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,090 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,103 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,117 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,132 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,145 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,160 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,175 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,188 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,202 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,214 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,229 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,244 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,259 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,273 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,286 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 07:53:30,298 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,313 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 07:53:30,327 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,342 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,357 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,371 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,387 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,402 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,418 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,431 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,447 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,465 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,481 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,497 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,513 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,521 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,537 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,550 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,562 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,577 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,591 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,605 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,620 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,636 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,650 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 07:53:30,665 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,678 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,692 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,708 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,722 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,737 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,752 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,769 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,782 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,797 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,812 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,827 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,841 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 07:53:30,855 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:30,870 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:30,885 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:30,899 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 07:53:30,914 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 07:53:30,928 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:30,943 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:30,958 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:30,971 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:30,986 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,000 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,015 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,030 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,046 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,061 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,074 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,090 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,105 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,120 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,136 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,151 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,166 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,181 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,194 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,209 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,222 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,237 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,252 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,267 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,282 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,297 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,311 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,321 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,336 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,349 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,366 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,382 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,397 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,413 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,426 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,436 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,453 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,468 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,483 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,497 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,512 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:31,527 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:31,541 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:31,556 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 07:53:31,571 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,585 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,600 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,613 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,628 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,643 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,658 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,671 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,686 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,700 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 07:53:31,715 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,730 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,743 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,756 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,771 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 07:53:31,787 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 07:53:48,722 semantic_segmentation INFO: Iters: 44810/150000 || Lr: 0.014532 || Task Loss: 0.3670 || KD Loss: 0.0670|| 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: 21:07:33 || Estimated Time: 2 days, 1:35:31
2023-07-25 07:54:05,702 semantic_segmentation INFO: Iters: 44820/150000 || Lr: 0.014531 || Task Loss: 0.4120 || KD Loss: 0.0652|| 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: 21:07:50 || Estimated Time: 2 days, 1:35:14
2023-07-25 07:54:22,868 semantic_segmentation INFO: Iters: 44830/150000 || Lr: 0.014530 || Task Loss: 0.5244 || KD Loss: 0.1549|| 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: 21:08:07 || Estimated Time: 2 days, 1:34:57
2023-07-25 07:54:39,849 semantic_segmentation INFO: Iters: 44840/150000 || Lr: 0.014528 || Task Loss: 0.5550 || KD Loss: 0.1471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2685|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:08:24 || Estimated Time: 2 days, 1:34:40
2023-07-25 07:54:56,892 semantic_segmentation INFO: Iters: 44850/150000 || Lr: 0.014527 || Task Loss: 0.6419 || KD Loss: 0.1407|| 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: 21:08:41 || Estimated Time: 2 days, 1:34:23
2023-07-25 07:55:13,986 semantic_segmentation INFO: Iters: 44860/150000 || Lr: 0.014526 || Task Loss: 0.4994 || KD Loss: 0.1045|| 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: 21:08:58 || Estimated Time: 2 days, 1:34:07
2023-07-25 07:55:30,991 semantic_segmentation INFO: Iters: 44870/150000 || Lr: 0.014525 || Task Loss: 0.5254 || KD Loss: 0.1080|| 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: 21:09:15 || Estimated Time: 2 days, 1:33:50
2023-07-25 07:55:48,454 semantic_segmentation INFO: Iters: 44880/150000 || Lr: 0.014523 || Task Loss: 0.5394 || KD Loss: 0.1794|| 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: 21:09:32 || Estimated Time: 2 days, 1:33:34
2023-07-25 07:56:05,458 semantic_segmentation INFO: Iters: 44890/150000 || Lr: 0.014522 || Task Loss: 0.5950 || KD Loss: 0.1229|| 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: 21:09:49 || Estimated Time: 2 days, 1:33:17
2023-07-25 07:56:22,505 semantic_segmentation INFO: Iters: 44900/150000 || Lr: 0.014521 || Task Loss: 0.5186 || KD Loss: 0.1418|| 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: 21:10:06 || Estimated Time: 2 days, 1:33:00
2023-07-25 07:56:39,752 semantic_segmentation INFO: Iters: 44910/150000 || Lr: 0.014520 || Task Loss: 0.6076 || KD Loss: 0.1590|| 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: 21:10:24 || Estimated Time: 2 days, 1:32:44
2023-07-25 07:56:56,782 semantic_segmentation INFO: Iters: 44920/150000 || Lr: 0.014518 || Task Loss: 0.4829 || KD Loss: 0.0986|| 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: 21:10:41 || Estimated Time: 2 days, 1:32:27
2023-07-25 07:57:14,119 semantic_segmentation INFO: Iters: 44930/150000 || Lr: 0.014517 || Task Loss: 0.4657 || KD Loss: 0.0939|| 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: 21:10:58 || Estimated Time: 2 days, 1:32:11
2023-07-25 07:57:30,998 semantic_segmentation INFO: Iters: 44940/150000 || Lr: 0.014516 || Task Loss: 0.3827 || KD Loss: 0.0967|| 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: 21:11:15 || Estimated Time: 2 days, 1:31:54
2023-07-25 07:57:48,101 semantic_segmentation INFO: Iters: 44950/150000 || Lr: 0.014515 || Task Loss: 0.6929 || KD Loss: 0.1450|| 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: 21:11:32 || Estimated Time: 2 days, 1:31:37
2023-07-25 07:58:05,181 semantic_segmentation INFO: Iters: 44960/150000 || Lr: 0.014513 || Task Loss: 0.4120 || KD Loss: 0.0954|| 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: 21:11:49 || Estimated Time: 2 days, 1:31:20
2023-07-25 07:58:22,203 semantic_segmentation INFO: Iters: 44970/150000 || Lr: 0.014512 || Task Loss: 0.3853 || KD Loss: 0.1112|| 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: 21:12:06 || Estimated Time: 2 days, 1:31:04
2023-07-25 07:58:39,302 semantic_segmentation INFO: Iters: 44980/150000 || Lr: 0.014511 || Task Loss: 0.4426 || KD Loss: 0.1440|| 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: 21:12:23 || Estimated Time: 2 days, 1:30:47
2023-07-25 07:58:56,380 semantic_segmentation INFO: Iters: 44990/150000 || Lr: 0.014510 || Task Loss: 0.4863 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:40 || Estimated Time: 2 days, 1:30:30
2023-07-25 07:59:13,453 semantic_segmentation INFO: Iters: 45000/150000 || Lr: 0.014508 || Task Loss: 0.3377 || KD Loss: 0.0788|| 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: 21:12:57 || Estimated Time: 2 days, 1:30:13
2023-07-25 07:59:30,454 semantic_segmentation INFO: Iters: 45010/150000 || Lr: 0.014507 || Task Loss: 0.5451 || KD Loss: 0.1092|| 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: 21:13:14 || Estimated Time: 2 days, 1:29:57
2023-07-25 07:59:47,752 semantic_segmentation INFO: Iters: 45020/150000 || Lr: 0.014506 || Task Loss: 0.4833 || KD Loss: 0.0953|| 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: 21:13:32 || Estimated Time: 2 days, 1:29:40
2023-07-25 08:00:06,306 semantic_segmentation INFO: Iters: 45030/150000 || Lr: 0.014505 || Task Loss: 0.4850 || KD Loss: 0.1422|| 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: 21:13:50 || Estimated Time: 2 days, 1:29:27
2023-07-25 08:00:26,054 semantic_segmentation INFO: Iters: 45040/150000 || Lr: 0.014504 || Task Loss: 0.5848 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2554|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:14:10 || Estimated Time: 2 days, 1:29:17
2023-07-25 08:00:43,013 semantic_segmentation INFO: Iters: 45050/150000 || Lr: 0.014502 || Task Loss: 0.4887 || KD Loss: 0.1281|| 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: 21:14:27 || Estimated Time: 2 days, 1:29:00
2023-07-25 08:00:59,989 semantic_segmentation INFO: Iters: 45060/150000 || Lr: 0.014501 || Task Loss: 0.4282 || KD Loss: 0.0825|| 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: 21:14:44 || Estimated Time: 2 days, 1:28:43
2023-07-25 08:01:16,996 semantic_segmentation INFO: Iters: 45070/150000 || Lr: 0.014500 || Task Loss: 0.5033 || KD Loss: 0.1317|| 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: 21:15:01 || Estimated Time: 2 days, 1:28:26
2023-07-25 08:01:34,018 semantic_segmentation INFO: Iters: 45080/150000 || Lr: 0.014499 || Task Loss: 0.5803 || KD Loss: 0.1913|| 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: 21:15:18 || Estimated Time: 2 days, 1:28:09
2023-07-25 08:01:51,146 semantic_segmentation INFO: Iters: 45090/150000 || Lr: 0.014497 || Task Loss: 0.3940 || KD Loss: 0.0691|| 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: 21:15:35 || Estimated Time: 2 days, 1:27:52
2023-07-25 08:02:08,131 semantic_segmentation INFO: Iters: 45100/150000 || Lr: 0.014496 || Task Loss: 0.5731 || KD Loss: 0.1208|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:15:52 || Estimated Time: 2 days, 1:27:35
2023-07-25 08:02:25,082 semantic_segmentation INFO: Iters: 45110/150000 || Lr: 0.014495 || Task Loss: 0.4956 || KD Loss: 0.1266|| 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: 21:16:09 || Estimated Time: 2 days, 1:27:18
2023-07-25 08:02:42,207 semantic_segmentation INFO: Iters: 45120/150000 || Lr: 0.014494 || Task Loss: 0.3905 || KD Loss: 0.0680|| 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: 21:16:26 || Estimated Time: 2 days, 1:27:02
2023-07-25 08:02:59,242 semantic_segmentation INFO: Iters: 45130/150000 || Lr: 0.014492 || Task Loss: 0.4284 || KD Loss: 0.0915|| 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: 21:16:43 || Estimated Time: 2 days, 1:26:45
2023-07-25 08:03:16,290 semantic_segmentation INFO: Iters: 45140/150000 || Lr: 0.014491 || Task Loss: 0.5373 || KD Loss: 0.1311|| 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: 21:17:00 || Estimated Time: 2 days, 1:26:28
2023-07-25 08:03:33,277 semantic_segmentation INFO: Iters: 45150/150000 || Lr: 0.014490 || Task Loss: 0.2536 || KD Loss: 0.0667|| 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: 21:17:17 || Estimated Time: 2 days, 1:26:11
2023-07-25 08:03:50,808 semantic_segmentation INFO: Iters: 45160/150000 || Lr: 0.014489 || Task Loss: 0.4586 || KD Loss: 0.1018|| 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: 21:17:35 || Estimated Time: 2 days, 1:25:55
2023-07-25 08:04:07,811 semantic_segmentation INFO: Iters: 45170/150000 || Lr: 0.014487 || Task Loss: 0.4275 || KD Loss: 0.0781|| 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: 21:17:52 || Estimated Time: 2 days, 1:25:38
2023-07-25 08:04:24,810 semantic_segmentation INFO: Iters: 45180/150000 || Lr: 0.014486 || Task Loss: 0.4440 || KD Loss: 0.1341|| 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: 21:18:09 || Estimated Time: 2 days, 1:25:22
2023-07-25 08:04:42,096 semantic_segmentation INFO: Iters: 45190/150000 || Lr: 0.014485 || Task Loss: 0.9852 || KD Loss: 0.3397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2663|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:26 || Estimated Time: 2 days, 1:25:05
2023-07-25 08:04:58,994 semantic_segmentation INFO: Iters: 45200/150000 || Lr: 0.014484 || Task Loss: 0.5017 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:18:43 || Estimated Time: 2 days, 1:24:48
2023-07-25 08:05:16,234 semantic_segmentation INFO: Iters: 45210/150000 || Lr: 0.014482 || Task Loss: 0.4253 || KD Loss: 0.0617|| 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: 21:19:00 || Estimated Time: 2 days, 1:24:32
2023-07-25 08:05:33,265 semantic_segmentation INFO: Iters: 45220/150000 || Lr: 0.014481 || Task Loss: 0.4152 || KD Loss: 0.0740|| 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: 21:19:17 || Estimated Time: 2 days, 1:24:15
2023-07-25 08:05:50,356 semantic_segmentation INFO: Iters: 45230/150000 || Lr: 0.014480 || Task Loss: 0.5597 || KD Loss: 0.2525|| 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: 21:19:34 || Estimated Time: 2 days, 1:23:58
2023-07-25 08:06:07,327 semantic_segmentation INFO: Iters: 45240/150000 || Lr: 0.014479 || Task Loss: 0.4295 || KD Loss: 0.0680|| 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: 21:19:51 || Estimated Time: 2 days, 1:23:41
2023-07-25 08:06:24,337 semantic_segmentation INFO: Iters: 45250/150000 || Lr: 0.014477 || Task Loss: 0.3860 || KD Loss: 0.1236|| 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: 21:20:08 || Estimated Time: 2 days, 1:23:24
2023-07-25 08:06:41,402 semantic_segmentation INFO: Iters: 45260/150000 || Lr: 0.014476 || Task Loss: 0.5387 || KD Loss: 0.1889|| 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: 21:20:25 || Estimated Time: 2 days, 1:23:08
2023-07-25 08:06:58,495 semantic_segmentation INFO: Iters: 45270/150000 || Lr: 0.014475 || Task Loss: 0.6108 || KD Loss: 0.1618|| 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: 21:20:42 || Estimated Time: 2 days, 1:22:51
2023-07-25 08:07:15,591 semantic_segmentation INFO: Iters: 45280/150000 || Lr: 0.014474 || Task Loss: 0.4523 || KD Loss: 0.0947|| 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: 21:21:00 || Estimated Time: 2 days, 1:22:34
2023-07-25 08:07:32,580 semantic_segmentation INFO: Iters: 45290/150000 || Lr: 0.014472 || Task Loss: 0.4526 || KD Loss: 0.0873|| 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: 21:21:17 || Estimated Time: 2 days, 1:22:17
2023-07-25 08:07:49,528 semantic_segmentation INFO: Iters: 45300/150000 || Lr: 0.014471 || Task Loss: 0.3771 || KD Loss: 0.1770|| 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: 21:21:34 || Estimated Time: 2 days, 1:22:00
2023-07-25 08:08:06,544 semantic_segmentation INFO: Iters: 45310/150000 || Lr: 0.014470 || Task Loss: 0.4513 || KD Loss: 0.0976|| 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: 21:21:51 || Estimated Time: 2 days, 1:21:43
2023-07-25 08:08:23,582 semantic_segmentation INFO: Iters: 45320/150000 || Lr: 0.014469 || Task Loss: 0.4785 || KD Loss: 0.1188|| 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: 21:22:08 || Estimated Time: 2 days, 1:21:27
2023-07-25 08:08:40,657 semantic_segmentation INFO: Iters: 45330/150000 || Lr: 0.014467 || Task Loss: 0.4594 || KD Loss: 0.1160|| 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: 21:22:25 || Estimated Time: 2 days, 1:21:10
2023-07-25 08:08:58,198 semantic_segmentation INFO: Iters: 45340/150000 || Lr: 0.014466 || Task Loss: 0.3428 || KD Loss: 0.0726|| 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: 21:22:42 || Estimated Time: 2 days, 1:20:54
2023-07-25 08:09:15,215 semantic_segmentation INFO: Iters: 45350/150000 || Lr: 0.014465 || Task Loss: 0.4673 || KD Loss: 0.0816|| 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: 21:22:59 || Estimated Time: 2 days, 1:20:37
2023-07-25 08:09:32,811 semantic_segmentation INFO: Iters: 45360/150000 || Lr: 0.014464 || Task Loss: 0.4800 || KD Loss: 0.0618|| 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: 21:23:17 || Estimated Time: 2 days, 1:20:22
2023-07-25 08:09:49,747 semantic_segmentation INFO: Iters: 45370/150000 || Lr: 0.014462 || Task Loss: 0.4586 || KD Loss: 0.0892|| 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: 21:23:34 || Estimated Time: 2 days, 1:20:05
2023-07-25 08:10:06,762 semantic_segmentation INFO: Iters: 45380/150000 || Lr: 0.014461 || Task Loss: 0.3469 || KD Loss: 0.0727|| 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: 21:23:51 || Estimated Time: 2 days, 1:19:48
2023-07-25 08:10:23,770 semantic_segmentation INFO: Iters: 45390/150000 || Lr: 0.014460 || Task Loss: 0.5067 || KD Loss: 0.0984|| 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: 21:24:08 || Estimated Time: 2 days, 1:19:31
2023-07-25 08:10:40,808 semantic_segmentation INFO: Iters: 45400/150000 || Lr: 0.014459 || Task Loss: 0.5328 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:25 || Estimated Time: 2 days, 1:19:14
2023-07-25 08:10:58,262 semantic_segmentation INFO: Iters: 45410/150000 || Lr: 0.014457 || Task Loss: 0.4804 || KD Loss: 0.0663|| 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: 21:24:42 || Estimated Time: 2 days, 1:18:58
2023-07-25 08:11:15,260 semantic_segmentation INFO: Iters: 45420/150000 || Lr: 0.014456 || Task Loss: 0.4289 || KD Loss: 0.1205|| 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: 21:24:59 || Estimated Time: 2 days, 1:18:41
2023-07-25 08:11:32,286 semantic_segmentation INFO: Iters: 45430/150000 || Lr: 0.014455 || Task Loss: 0.3778 || KD Loss: 0.0890|| 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: 21:25:16 || Estimated Time: 2 days, 1:18:24
2023-07-25 08:11:49,482 semantic_segmentation INFO: Iters: 45440/150000 || Lr: 0.014454 || Task Loss: 0.5864 || KD Loss: 0.0658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2570|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:33 || Estimated Time: 2 days, 1:18:08
2023-07-25 08:12:06,563 semantic_segmentation INFO: Iters: 45450/150000 || Lr: 0.014453 || Task Loss: 0.4302 || KD Loss: 0.0994|| 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: 21:25:51 || Estimated Time: 2 days, 1:17:51
2023-07-25 08:12:23,584 semantic_segmentation INFO: Iters: 45460/150000 || Lr: 0.014451 || Task Loss: 0.3820 || KD Loss: 0.0756|| 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: 21:26:08 || Estimated Time: 2 days, 1:17:34
2023-07-25 08:12:40,636 semantic_segmentation INFO: Iters: 45470/150000 || Lr: 0.014450 || Task Loss: 0.3251 || KD Loss: 0.0695|| 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: 21:26:25 || Estimated Time: 2 days, 1:17:17
2023-07-25 08:12:57,693 semantic_segmentation INFO: Iters: 45480/150000 || Lr: 0.014449 || Task Loss: 0.3622 || KD Loss: 0.0792|| 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: 21:26:42 || Estimated Time: 2 days, 1:17:01
2023-07-25 08:13:14,750 semantic_segmentation INFO: Iters: 45490/150000 || Lr: 0.014448 || Task Loss: 0.3757 || KD Loss: 0.0993|| 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: 21:26:59 || Estimated Time: 2 days, 1:16:44
2023-07-25 08:13:31,827 semantic_segmentation INFO: Iters: 45500/150000 || Lr: 0.014446 || Task Loss: 0.6815 || KD Loss: 0.2439|| 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: 21:27:16 || Estimated Time: 2 days, 1:16:27
2023-07-25 08:13:48,850 semantic_segmentation INFO: Iters: 45510/150000 || Lr: 0.014445 || Task Loss: 0.4699 || KD Loss: 0.0851|| 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: 21:27:33 || Estimated Time: 2 days, 1:16:10
2023-07-25 08:14:05,983 semantic_segmentation INFO: Iters: 45520/150000 || Lr: 0.014444 || Task Loss: 0.5832 || KD Loss: 0.1209|| 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: 21:27:50 || Estimated Time: 2 days, 1:15:54
2023-07-25 08:14:23,397 semantic_segmentation INFO: Iters: 45530/150000 || Lr: 0.014443 || Task Loss: 0.5581 || KD Loss: 0.1757|| 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: 21:28:07 || Estimated Time: 2 days, 1:15:38
2023-07-25 08:14:40,970 semantic_segmentation INFO: Iters: 45540/150000 || Lr: 0.014441 || Task Loss: 0.5608 || KD Loss: 0.1348|| 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: 21:28:25 || Estimated Time: 2 days, 1:15:22
2023-07-25 08:14:57,838 semantic_segmentation INFO: Iters: 45550/150000 || Lr: 0.014440 || Task Loss: 0.5915 || KD Loss: 0.1747|| 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: 21:28:42 || Estimated Time: 2 days, 1:15:05
2023-07-25 08:15:14,794 semantic_segmentation INFO: Iters: 45560/150000 || Lr: 0.014439 || Task Loss: 0.6059 || KD Loss: 0.1324|| 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: 21:28:59 || Estimated Time: 2 days, 1:14:48
2023-07-25 08:15:31,923 semantic_segmentation INFO: Iters: 45570/150000 || Lr: 0.014438 || Task Loss: 0.4513 || KD Loss: 0.1501|| 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: 21:29:16 || Estimated Time: 2 days, 1:14:31
2023-07-25 08:15:49,017 semantic_segmentation INFO: Iters: 45580/150000 || Lr: 0.014436 || Task Loss: 0.3919 || KD Loss: 0.0926|| 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: 21:29:33 || Estimated Time: 2 days, 1:14:15
2023-07-25 08:16:06,038 semantic_segmentation INFO: Iters: 45590/150000 || Lr: 0.014435 || Task Loss: 0.4289 || KD Loss: 0.0889|| 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: 21:29:50 || Estimated Time: 2 days, 1:13:58
2023-07-25 08:16:23,051 semantic_segmentation INFO: Iters: 45600/150000 || Lr: 0.014434 || Task Loss: 0.4100 || KD Loss: 0.1300|| 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: 21:30:07 || Estimated Time: 2 days, 1:13:41
2023-07-25 08:16:23,162 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 08:16:23,617 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.087
2023-07-25 08:16:23,635 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.133
2023-07-25 08:16:23,648 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.167
2023-07-25 08:16:23,662 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.166
2023-07-25 08:16:23,676 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.237
2023-07-25 08:16:23,688 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.281
2023-07-25 08:16:23,702 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.307
2023-07-25 08:16:23,717 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.935, mIoU: 0.313
2023-07-25 08:16:23,730 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.936, mIoU: 0.349
2023-07-25 08:16:23,745 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.935, mIoU: 0.385
2023-07-25 08:16:23,760 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.933, mIoU: 0.418
2023-07-25 08:16:23,775 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.464
2023-07-25 08:16:23,788 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.424
2023-07-25 08:16:23,803 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.912, mIoU: 0.406
2023-07-25 08:16:23,817 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.916, mIoU: 0.411
2023-07-25 08:16:23,830 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.406
2023-07-25 08:16:23,842 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.403
2023-07-25 08:16:23,854 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.915, mIoU: 0.402
2023-07-25 08:16:23,869 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.918, mIoU: 0.408
2023-07-25 08:16:23,885 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.449
2023-07-25 08:16:23,900 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.455
2023-07-25 08:16:23,916 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.463
2023-07-25 08:16:23,932 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.489
2023-07-25 08:16:23,949 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.492
2023-07-25 08:16:23,966 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.487
2023-07-25 08:16:23,981 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.492
2023-07-25 08:16:23,997 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.495
2023-07-25 08:16:24,009 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.496
2023-07-25 08:16:24,026 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.486
2023-07-25 08:16:24,041 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.487
2023-07-25 08:16:24,056 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.489
2023-07-25 08:16:24,073 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.490
2023-07-25 08:16:24,089 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.494
2023-07-25 08:16:24,104 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.491
2023-07-25 08:16:24,119 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.534
2023-07-25 08:16:24,134 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.535
2023-07-25 08:16:24,148 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.533
2023-07-25 08:16:24,160 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-25 08:16:24,177 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-25 08:16:24,190 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-25 08:16:24,203 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.554
2023-07-25 08:16:24,218 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.554
2023-07-25 08:16:24,232 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-25 08:16:24,245 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.912, mIoU: 0.548
2023-07-25 08:16:24,259 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.553
2023-07-25 08:16:24,274 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.555
2023-07-25 08:16:24,287 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.558
2023-07-25 08:16:24,299 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.558
2023-07-25 08:16:24,314 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.550
2023-07-25 08:16:24,331 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-25 08:16:24,348 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-25 08:16:24,364 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-25 08:16:24,377 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-25 08:16:24,394 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.540
2023-07-25 08:16:24,410 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.543
2023-07-25 08:16:24,423 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.542
2023-07-25 08:16:24,440 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.539
2023-07-25 08:16:24,458 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.539
2023-07-25 08:16:24,471 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.544
2023-07-25 08:16:24,487 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.909, mIoU: 0.528
2023-07-25 08:16:24,501 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.910, mIoU: 0.555
2023-07-25 08:16:24,516 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.911, mIoU: 0.553
2023-07-25 08:16:24,528 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.912, mIoU: 0.553
2023-07-25 08:16:24,547 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.558
2023-07-25 08:16:24,561 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.914, mIoU: 0.555
2023-07-25 08:16:24,576 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.915, mIoU: 0.555
2023-07-25 08:16:24,591 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.556
2023-07-25 08:16:24,604 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.595
2023-07-25 08:16:24,619 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-25 08:16:24,634 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.598
2023-07-25 08:16:24,649 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.616
2023-07-25 08:16:24,662 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.617
2023-07-25 08:16:24,676 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.916, mIoU: 0.616
2023-07-25 08:16:24,691 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.616
2023-07-25 08:16:24,705 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.620
2023-07-25 08:16:24,721 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.615
2023-07-25 08:16:24,736 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.914, mIoU: 0.609
2023-07-25 08:16:24,746 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.913, mIoU: 0.608
2023-07-25 08:16:24,761 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.914, mIoU: 0.618
2023-07-25 08:16:24,778 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 08:16:24,791 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 08:16:24,807 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 08:16:24,823 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.909, mIoU: 0.608
2023-07-25 08:16:24,838 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.602
2023-07-25 08:16:24,854 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.906, mIoU: 0.600
2023-07-25 08:16:24,870 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 08:16:24,885 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.602
2023-07-25 08:16:24,901 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 08:16:24,916 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 08:16:24,929 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 08:16:24,943 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.908, mIoU: 0.603
2023-07-25 08:16:24,959 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.909, mIoU: 0.604
2023-07-25 08:16:24,974 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.909, mIoU: 0.607
2023-07-25 08:16:24,988 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:16:25,003 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 08:16:25,018 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.909, mIoU: 0.620
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2023-07-25 08:16:28,167 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.903, mIoU: 0.615
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2023-07-25 08:16:28,227 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.903, mIoU: 0.613
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2023-07-25 08:16:28,866 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.905, mIoU: 0.610
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2023-07-25 08:16:30,733 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.910, mIoU: 0.619
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2023-07-25 08:16:30,787 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:16:30,801 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:16:30,816 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:16:30,829 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:16:30,844 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 08:16:30,859 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 08:16:30,873 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:30,889 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:30,903 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:30,919 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:30,935 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:30,951 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:30,967 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:30,981 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:30,995 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:16:31,010 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:31,025 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:16:31,039 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 08:16:31,054 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 08:16:31,070 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:31,086 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:16:31,101 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:16:31,114 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:16:31,129 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:16:31,144 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 08:16:31,159 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:16:31,174 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 08:16:31,189 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 08:16:31,202 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 08:16:31,217 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 08:16:31,231 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 08:16:31,245 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.631
2023-07-25 08:16:31,259 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 08:16:31,271 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:16:31,286 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:16:31,299 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:16:31,311 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 08:16:31,324 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 08:16:31,339 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 08:16:31,355 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 08:16:31,370 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:16:31,385 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:16:31,395 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 08:16:31,410 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:16:31,426 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,442 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,457 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,473 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,486 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,500 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,515 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,530 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,545 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,558 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,571 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,586 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,600 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,615 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,628 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,644 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:31,661 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,676 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,690 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:16:31,706 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,721 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,735 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,750 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,766 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,781 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,797 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,810 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:31,826 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:31,841 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:31,858 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:31,868 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:31,883 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,898 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:31,911 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:31,926 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,939 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,953 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:31,968 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 08:16:31,983 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:31,996 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,008 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:32,021 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:32,036 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:32,050 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,066 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,080 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:32,095 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 08:16:32,109 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,125 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 08:16:32,142 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 08:16:32,155 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,170 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,186 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,201 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:32,216 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:16:32,232 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,244 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,259 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:16:32,275 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,288 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,304 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 08:16:32,319 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,330 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,345 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,360 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,374 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,387 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:16:32,401 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,415 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,430 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:16:32,444 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 08:16:32,459 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 08:16:32,474 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 08:16:32,488 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 08:16:32,503 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 08:16:32,518 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 08:16:32,531 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 08:16:32,547 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:16:32,563 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,578 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,591 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,607 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,621 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,637 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,654 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,672 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,688 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,704 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:16:32,718 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:16:32,732 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,746 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:16:32,760 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:16:32,774 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:16:32,792 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:16:32,806 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:16:32,821 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:16:32,830 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:16:32,843 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,857 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,870 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,884 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,896 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,909 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,923 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:16:32,939 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:16:32,954 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:16:32,969 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:32,982 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:32,996 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:16:33,009 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:16:33,022 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,037 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,052 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,067 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,081 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:16:33,095 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:16:33,108 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,123 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,140 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,154 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,167 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,182 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,199 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,214 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,228 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,243 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,260 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,276 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,290 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,304 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:16:33,312 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,326 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,342 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,357 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,372 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,387 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,402 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,417 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,432 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,444 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,459 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:16:33,472 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:16:33,487 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:16:33,501 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:16:33,513 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:16:33,526 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:16:33,539 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:16:33,553 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:16:33,567 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:16:33,580 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:16:33,594 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:16:33,609 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,624 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,637 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,652 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,666 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,678 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,694 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,709 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,724 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,739 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,754 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:16:33,768 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,781 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:16:33,797 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:16:33,812 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,828 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,843 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,858 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:33,873 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:16:33,886 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:33,899 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:33,912 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:33,927 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,944 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,958 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:33,972 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:33,987 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:16:34,002 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,018 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,033 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,048 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,062 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,077 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,091 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:16:34,105 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,121 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,134 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,151 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,164 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,179 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,194 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,206 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,219 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,234 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,248 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,263 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:16:34,277 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,289 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,302 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,315 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:16:34,328 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:16:34,342 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 08:16:34,359 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 08:16:34,372 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:34,387 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:34,400 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:34,415 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:34,430 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:34,443 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,456 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,470 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,485 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:34,498 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:34,513 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,528 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,542 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,555 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:34,570 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:34,586 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:34,603 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,617 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,632 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,646 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,662 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,675 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,689 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,705 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,721 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,734 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,749 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,765 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,780 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,795 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,808 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,820 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,834 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:34,848 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,860 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,873 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,888 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,901 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:34,914 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,927 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:34,943 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,958 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,973 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:34,987 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,000 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,015 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,029 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,045 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,060 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,072 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,085 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,097 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,113 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,128 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,143 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,158 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,169 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,182 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,198 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,213 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,226 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,242 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,255 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,271 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,285 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,301 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,314 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,330 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,345 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,359 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,374 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,389 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,403 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,418 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,433 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,447 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,462 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 08:16:35,475 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 08:16:35,490 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,504 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,517 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,530 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,543 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:35,559 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:35,572 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,589 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 08:16:35,604 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,615 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,629 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:35,646 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,661 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,674 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,689 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,705 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,718 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,732 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,747 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,762 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,774 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:35,787 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,804 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,820 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,835 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,849 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:35,865 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:35,881 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:35,897 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 08:16:35,912 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 08:16:35,926 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,941 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,955 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:35,971 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,985 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:35,998 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,013 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,026 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,041 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,056 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,070 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 08:16:36,085 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,099 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:36,113 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:36,127 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,144 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,158 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,173 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,188 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,198 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,212 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,225 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,240 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,255 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,270 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,283 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:36,298 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:36,314 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:36,328 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:36,344 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:36,360 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,373 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,389 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,404 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,420 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,433 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,449 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:36,464 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,480 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,494 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,509 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,524 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,537 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,552 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,567 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,580 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,594 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:36,607 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,621 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,636 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,653 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,667 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,683 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,698 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,711 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,726 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:36,741 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,754 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,767 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,782 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,796 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,812 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,827 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,841 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,854 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,870 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,886 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,899 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,914 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:36,928 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,943 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:36,958 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,974 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:36,989 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,004 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,014 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,030 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,045 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,059 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,073 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,088 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,103 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,116 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,131 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,147 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,163 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,179 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,194 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,211 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,227 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,240 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,255 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,270 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,285 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:37,298 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,313 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,328 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,343 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,350 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,363 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,376 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,388 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,400 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,415 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,429 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,444 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,456 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,469 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,484 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,495 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,511 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 08:16:37,524 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,539 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,555 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,570 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,585 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,596 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,609 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,625 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,640 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,655 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,671 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,684 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,694 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,706 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 08:16:37,720 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,733 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,748 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,761 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,776 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,792 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:37,808 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:37,821 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,837 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,852 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,867 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,883 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,897 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,912 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,927 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,943 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:37,956 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,969 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,984 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:37,996 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,012 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,026 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,041 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,057 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,075 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,091 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,104 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 08:16:38,120 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 08:16:38,135 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 08:16:38,151 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,167 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,180 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,193 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,209 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,224 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 08:16:38,238 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 08:16:38,253 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 08:16:38,268 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 08:16:38,284 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 08:16:38,298 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,313 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,325 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,340 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:38,351 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,363 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,378 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 08:16:38,390 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,404 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,419 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 08:16:38,434 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,450 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,466 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,481 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,497 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,509 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,525 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,538 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,554 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,569 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,582 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,597 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,611 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,626 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,641 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,657 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,672 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,687 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,700 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,713 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 08:16:38,729 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,743 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,756 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,772 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,787 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,801 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,814 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,827 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,842 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,858 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,873 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,887 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,900 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,915 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,930 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 08:16:38,946 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,961 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,976 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:38,991 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,005 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,020 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,035 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,050 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,064 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,080 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,093 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,109 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,124 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,140 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,154 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,170 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 08:16:39,185 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,202 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,215 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,231 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,246 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 08:16:39,261 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-25 08:16:39,306 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 08:16:39,334 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:39,350 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 08:16:39,377 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:39,390 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:39,399 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:39,413 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 08:16:39,456 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,471 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,485 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:16:39,499 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-25 08:16:39,530 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,545 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,562 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,577 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:16:39,595 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:16:39,610 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 08:16:39,639 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 08:16:39,682 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 08:16:39,695 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 08:16:39,710 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 08:16:40,105 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 08:16:40,250 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:40,263 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 08:16:40,634 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 08:16:40,649 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:40,662 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:40,677 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 08:16:40,691 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 08:16:40,826 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 08:16:41,014 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.918, mIoU: 0.661
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2023-07-25 08:16:42,007 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 08:16:42,022 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-25 08:16:42,275 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 08:16:42,406 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 08:16:42,577 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 08:16:42,652 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 08:16:42,667 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.918, mIoU: 0.658
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2023-07-25 08:16:42,836 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 08:16:42,867 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 08:16:42,983 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 08:16:43,394 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 08:16:43,410 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.917, mIoU: 0.656
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2023-07-25 08:16:43,468 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 08:16:43,631 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 08:16:43,706 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 08:16:43,777 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 08:16:43,838 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:16:43,851 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 08:16:44,121 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-25 08:16:44,392 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,407 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,421 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,434 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,449 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,464 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 08:16:44,478 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 08:16:44,494 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 08:16:44,507 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 08:16:44,521 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 08:16:44,535 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 08:16:44,552 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 08:17:01,636 semantic_segmentation INFO: Iters: 45610/150000 || Lr: 0.014433 || Task Loss: 0.3862 || KD Loss: 0.0754|| 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: 21:30:46 || Estimated Time: 2 days, 1:14:13
2023-07-25 08:17:18,575 semantic_segmentation INFO: Iters: 45620/150000 || Lr: 0.014431 || Task Loss: 0.2699 || KD Loss: 0.0584|| 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: 21:31:03 || Estimated Time: 2 days, 1:13:56
2023-07-25 08:17:35,787 semantic_segmentation INFO: Iters: 45630/150000 || Lr: 0.014430 || Task Loss: 0.5383 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:20 || Estimated Time: 2 days, 1:13:40
2023-07-25 08:17:52,740 semantic_segmentation INFO: Iters: 45640/150000 || Lr: 0.014429 || Task Loss: 0.5010 || KD Loss: 0.1218|| 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: 21:31:37 || Estimated Time: 2 days, 1:13:23
2023-07-25 08:18:09,885 semantic_segmentation INFO: Iters: 45650/150000 || Lr: 0.014428 || Task Loss: 0.2789 || KD Loss: 0.0703|| 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: 21:31:54 || Estimated Time: 2 days, 1:13:06
2023-07-25 08:18:26,928 semantic_segmentation INFO: Iters: 45660/150000 || Lr: 0.014426 || Task Loss: 0.4239 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:11 || Estimated Time: 2 days, 1:12:49
2023-07-25 08:18:44,196 semantic_segmentation INFO: Iters: 45670/150000 || Lr: 0.014425 || Task Loss: 0.4325 || KD Loss: 0.0930|| 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: 21:32:28 || Estimated Time: 2 days, 1:12:33
2023-07-25 08:19:01,241 semantic_segmentation INFO: Iters: 45680/150000 || Lr: 0.014424 || Task Loss: 0.5435 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:32:45 || Estimated Time: 2 days, 1:12:16
2023-07-25 08:19:18,335 semantic_segmentation INFO: Iters: 45690/150000 || Lr: 0.014423 || Task Loss: 0.4645 || KD Loss: 0.1150|| 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: 21:33:02 || Estimated Time: 2 days, 1:11:59
2023-07-25 08:19:35,354 semantic_segmentation INFO: Iters: 45700/150000 || Lr: 0.014421 || Task Loss: 0.3389 || KD Loss: 0.0563|| 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: 21:33:19 || Estimated Time: 2 days, 1:11:42
2023-07-25 08:19:52,457 semantic_segmentation INFO: Iters: 45710/150000 || Lr: 0.014420 || Task Loss: 0.6019 || KD Loss: 0.2212|| 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: 21:33:36 || Estimated Time: 2 days, 1:11:26
2023-07-25 08:20:09,530 semantic_segmentation INFO: Iters: 45720/150000 || Lr: 0.014419 || Task Loss: 0.3799 || KD Loss: 0.1174|| 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: 21:33:54 || Estimated Time: 2 days, 1:11:09
2023-07-25 08:20:26,583 semantic_segmentation INFO: Iters: 45730/150000 || Lr: 0.014418 || Task Loss: 0.4797 || KD Loss: 0.1346|| 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: 21:34:11 || Estimated Time: 2 days, 1:10:52
2023-07-25 08:20:43,617 semantic_segmentation INFO: Iters: 45740/150000 || Lr: 0.014416 || Task Loss: 0.4308 || KD Loss: 0.0605|| 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: 21:34:28 || Estimated Time: 2 days, 1:10:35
2023-07-25 08:21:01,067 semantic_segmentation INFO: Iters: 45750/150000 || Lr: 0.014415 || Task Loss: 0.5228 || KD Loss: 0.0952|| 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: 21:34:45 || Estimated Time: 2 days, 1:10:19
2023-07-25 08:21:18,122 semantic_segmentation INFO: Iters: 45760/150000 || Lr: 0.014414 || Task Loss: 0.6393 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:02 || Estimated Time: 2 days, 1:10:03
2023-07-25 08:21:35,105 semantic_segmentation INFO: Iters: 45770/150000 || Lr: 0.014413 || Task Loss: 0.6217 || KD Loss: 0.1754|| 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: 21:35:19 || Estimated Time: 2 days, 1:09:46
2023-07-25 08:21:52,108 semantic_segmentation INFO: Iters: 45780/150000 || Lr: 0.014411 || Task Loss: 0.3222 || KD Loss: 0.0718|| 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: 21:35:36 || Estimated Time: 2 days, 1:09:29
2023-07-25 08:22:09,122 semantic_segmentation INFO: Iters: 45790/150000 || Lr: 0.014410 || Task Loss: 0.5416 || KD Loss: 0.1758|| 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: 21:35:53 || Estimated Time: 2 days, 1:09:12
2023-07-25 08:22:26,292 semantic_segmentation INFO: Iters: 45800/150000 || Lr: 0.014409 || Task Loss: 0.4154 || KD Loss: 0.0729|| 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: 21:36:10 || Estimated Time: 2 days, 1:08:55
2023-07-25 08:22:43,270 semantic_segmentation INFO: Iters: 45810/150000 || Lr: 0.014408 || Task Loss: 0.4525 || KD Loss: 0.1014|| 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: 21:36:27 || Estimated Time: 2 days, 1:08:38
2023-07-25 08:23:00,823 semantic_segmentation INFO: Iters: 45820/150000 || Lr: 0.014406 || Task Loss: 0.5919 || KD Loss: 0.1423|| 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: 21:36:45 || Estimated Time: 2 days, 1:08:23
2023-07-25 08:23:17,769 semantic_segmentation INFO: Iters: 45830/150000 || Lr: 0.014405 || Task Loss: 0.3965 || KD Loss: 0.1075|| 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: 21:37:02 || Estimated Time: 2 days, 1:08:06
2023-07-25 08:23:34,844 semantic_segmentation INFO: Iters: 45840/150000 || Lr: 0.014404 || Task Loss: 0.3809 || KD Loss: 0.0662|| 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: 21:37:19 || Estimated Time: 2 days, 1:07:49
2023-07-25 08:23:51,885 semantic_segmentation INFO: Iters: 45850/150000 || Lr: 0.014403 || Task Loss: 0.4245 || KD Loss: 0.0926|| 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: 21:37:36 || Estimated Time: 2 days, 1:07:32
2023-07-25 08:24:08,889 semantic_segmentation INFO: Iters: 45860/150000 || Lr: 0.014401 || Task Loss: 0.4676 || KD Loss: 0.0863|| 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: 21:37:53 || Estimated Time: 2 days, 1:07:15
2023-07-25 08:24:26,015 semantic_segmentation INFO: Iters: 45870/150000 || Lr: 0.014400 || Task Loss: 0.4950 || KD Loss: 0.1238|| 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: 21:38:10 || Estimated Time: 2 days, 1:06:58
2023-07-25 08:24:43,320 semantic_segmentation INFO: Iters: 45880/150000 || Lr: 0.014399 || Task Loss: 0.4354 || KD Loss: 0.1028|| 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: 21:38:27 || Estimated Time: 2 days, 1:06:42
2023-07-25 08:25:00,334 semantic_segmentation INFO: Iters: 45890/150000 || Lr: 0.014398 || Task Loss: 0.4726 || KD Loss: 0.0931|| 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: 21:38:44 || Estimated Time: 2 days, 1:06:25
2023-07-25 08:25:18,156 semantic_segmentation INFO: Iters: 45900/150000 || Lr: 0.014397 || Task Loss: 0.3031 || KD Loss: 0.0674|| 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: 21:39:02 || Estimated Time: 2 days, 1:06:10
2023-07-25 08:25:38,009 semantic_segmentation INFO: Iters: 45910/150000 || Lr: 0.014395 || Task Loss: 0.4269 || KD Loss: 0.1225|| 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: 21:39:22 || Estimated Time: 2 days, 1:06:00
2023-07-25 08:25:55,069 semantic_segmentation INFO: Iters: 45920/150000 || Lr: 0.014394 || Task Loss: 0.4332 || KD Loss: 0.0862|| 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: 21:39:39 || Estimated Time: 2 days, 1:05:43
2023-07-25 08:26:12,625 semantic_segmentation INFO: Iters: 45930/150000 || Lr: 0.014393 || Task Loss: 0.5384 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:39:57 || Estimated Time: 2 days, 1:05:27
2023-07-25 08:26:29,553 semantic_segmentation INFO: Iters: 45940/150000 || Lr: 0.014392 || Task Loss: 0.4004 || KD Loss: 0.0652|| 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: 21:40:14 || Estimated Time: 2 days, 1:05:10
2023-07-25 08:26:46,520 semantic_segmentation INFO: Iters: 45950/150000 || Lr: 0.014390 || Task Loss: 0.4775 || KD Loss: 0.0978|| 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: 21:40:30 || Estimated Time: 2 days, 1:04:53
2023-07-25 08:27:03,557 semantic_segmentation INFO: Iters: 45960/150000 || Lr: 0.014389 || Task Loss: 0.4336 || KD Loss: 0.1302|| 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: 21:40:48 || Estimated Time: 2 days, 1:04:36
2023-07-25 08:27:20,566 semantic_segmentation INFO: Iters: 45970/150000 || Lr: 0.014388 || Task Loss: 0.3987 || KD Loss: 0.0860|| 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: 21:41:05 || Estimated Time: 2 days, 1:04:19
2023-07-25 08:27:37,630 semantic_segmentation INFO: Iters: 45980/150000 || Lr: 0.014387 || Task Loss: 0.5214 || KD Loss: 0.1324|| 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: 21:41:22 || Estimated Time: 2 days, 1:04:02
2023-07-25 08:27:54,681 semantic_segmentation INFO: Iters: 45990/150000 || Lr: 0.014385 || Task Loss: 0.4085 || KD Loss: 0.1130|| 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: 21:41:39 || Estimated Time: 2 days, 1:03:46
2023-07-25 08:28:11,696 semantic_segmentation INFO: Iters: 46000/150000 || Lr: 0.014384 || Task Loss: 0.4273 || KD Loss: 0.0783|| 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: 21:41:56 || Estimated Time: 2 days, 1:03:29
2023-07-25 08:28:28,635 semantic_segmentation INFO: Iters: 46010/150000 || Lr: 0.014383 || Task Loss: 0.4564 || KD Loss: 0.1840|| 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: 21:42:13 || Estimated Time: 2 days, 1:03:12
2023-07-25 08:28:46,356 semantic_segmentation INFO: Iters: 46020/150000 || Lr: 0.014382 || Task Loss: 0.5147 || KD Loss: 0.1034|| 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: 21:42:30 || Estimated Time: 2 days, 1:02:56
2023-07-25 08:29:03,722 semantic_segmentation INFO: Iters: 46030/150000 || Lr: 0.014380 || Task Loss: 0.4564 || KD Loss: 0.1170|| 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: 21:42:48 || Estimated Time: 2 days, 1:02:40
2023-07-25 08:29:21,128 semantic_segmentation INFO: Iters: 46040/150000 || Lr: 0.014379 || Task Loss: 0.4816 || KD Loss: 0.1162|| 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: 21:43:05 || Estimated Time: 2 days, 1:02:24
2023-07-25 08:29:38,036 semantic_segmentation INFO: Iters: 46050/150000 || Lr: 0.014378 || Task Loss: 0.4514 || KD Loss: 0.1113|| 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: 21:43:22 || Estimated Time: 2 days, 1:02:07
2023-07-25 08:29:55,039 semantic_segmentation INFO: Iters: 46060/150000 || Lr: 0.014377 || Task Loss: 0.6032 || KD Loss: 0.1885|| 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: 21:43:39 || Estimated Time: 2 days, 1:01:50
2023-07-25 08:30:12,112 semantic_segmentation INFO: Iters: 46070/150000 || Lr: 0.014375 || Task Loss: 0.4740 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2606|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:43:56 || Estimated Time: 2 days, 1:01:33
2023-07-25 08:30:29,642 semantic_segmentation INFO: Iters: 46080/150000 || Lr: 0.014374 || Task Loss: 0.5869 || KD Loss: 0.1270|| 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: 21:44:14 || Estimated Time: 2 days, 1:01:18
2023-07-25 08:30:46,851 semantic_segmentation INFO: Iters: 46090/150000 || Lr: 0.014373 || Task Loss: 0.3484 || KD Loss: 0.0809|| 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: 21:44:31 || Estimated Time: 2 days, 1:01:01
2023-07-25 08:31:03,857 semantic_segmentation INFO: Iters: 46100/150000 || Lr: 0.014372 || Task Loss: 0.5549 || KD Loss: 0.0998|| 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: 21:44:48 || Estimated Time: 2 days, 1:00:44
2023-07-25 08:31:20,854 semantic_segmentation INFO: Iters: 46110/150000 || Lr: 0.014370 || Task Loss: 0.4981 || KD Loss: 0.1072|| 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: 21:45:05 || Estimated Time: 2 days, 1:00:27
2023-07-25 08:31:37,848 semantic_segmentation INFO: Iters: 46120/150000 || Lr: 0.014369 || Task Loss: 0.4998 || KD Loss: 0.1688|| 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: 21:45:22 || Estimated Time: 2 days, 1:00:10
2023-07-25 08:31:55,001 semantic_segmentation INFO: Iters: 46130/150000 || Lr: 0.014368 || Task Loss: 0.3737 || KD Loss: 0.0875|| 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: 21:45:39 || Estimated Time: 2 days, 0:59:54
2023-07-25 08:32:11,913 semantic_segmentation INFO: Iters: 46140/150000 || Lr: 0.014367 || Task Loss: 0.4693 || KD Loss: 0.0962|| 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: 21:45:56 || Estimated Time: 2 days, 0:59:37
2023-07-25 08:32:29,259 semantic_segmentation INFO: Iters: 46150/150000 || Lr: 0.014365 || Task Loss: 0.7332 || KD Loss: 0.2044|| 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: 21:46:13 || Estimated Time: 2 days, 0:59:21
2023-07-25 08:32:46,249 semantic_segmentation INFO: Iters: 46160/150000 || Lr: 0.014364 || Task Loss: 0.5489 || KD Loss: 0.1743|| 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: 21:46:30 || Estimated Time: 2 days, 0:59:04
2023-07-25 08:33:03,470 semantic_segmentation INFO: Iters: 46170/150000 || Lr: 0.014363 || Task Loss: 0.4539 || KD Loss: 0.0935|| 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: 21:46:47 || Estimated Time: 2 days, 0:58:47
2023-07-25 08:33:20,469 semantic_segmentation INFO: Iters: 46180/150000 || Lr: 0.014362 || Task Loss: 0.5490 || KD Loss: 0.1496|| 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: 21:47:04 || Estimated Time: 2 days, 0:58:30
2023-07-25 08:33:37,510 semantic_segmentation INFO: Iters: 46190/150000 || Lr: 0.014360 || Task Loss: 0.3770 || KD Loss: 0.0978|| 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: 21:47:21 || Estimated Time: 2 days, 0:58:13
2023-07-25 08:33:54,584 semantic_segmentation INFO: Iters: 46200/150000 || Lr: 0.014359 || Task Loss: 0.6120 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:39 || Estimated Time: 2 days, 0:57:56
2023-07-25 08:34:11,591 semantic_segmentation INFO: Iters: 46210/150000 || Lr: 0.014358 || Task Loss: 0.4737 || KD Loss: 0.0843|| 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: 21:47:56 || Estimated Time: 2 days, 0:57:40
2023-07-25 08:34:28,602 semantic_segmentation INFO: Iters: 46220/150000 || Lr: 0.014357 || Task Loss: 0.5874 || KD Loss: 0.2109|| 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: 21:48:13 || Estimated Time: 2 days, 0:57:23
2023-07-25 08:34:45,513 semantic_segmentation INFO: Iters: 46230/150000 || Lr: 0.014355 || Task Loss: 0.4737 || KD Loss: 0.1336|| 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: 21:48:29 || Estimated Time: 2 days, 0:57:05
2023-07-25 08:35:02,650 semantic_segmentation INFO: Iters: 46240/150000 || Lr: 0.014354 || Task Loss: 0.5334 || KD Loss: 0.1343|| 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: 21:48:47 || Estimated Time: 2 days, 0:56:49
2023-07-25 08:35:19,841 semantic_segmentation INFO: Iters: 46250/150000 || Lr: 0.014353 || Task Loss: 0.4270 || KD Loss: 0.1248|| 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: 21:49:04 || Estimated Time: 2 days, 0:56:32
2023-07-25 08:35:37,075 semantic_segmentation INFO: Iters: 46260/150000 || Lr: 0.014352 || Task Loss: 0.5579 || KD Loss: 0.1648|| 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: 21:49:21 || Estimated Time: 2 days, 0:56:16
2023-07-25 08:35:53,986 semantic_segmentation INFO: Iters: 46270/150000 || Lr: 0.014350 || Task Loss: 0.4959 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:49:38 || Estimated Time: 2 days, 0:55:59
2023-07-25 08:36:11,029 semantic_segmentation INFO: Iters: 46280/150000 || Lr: 0.014349 || Task Loss: 0.5296 || KD Loss: 0.1302|| 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: 21:49:55 || Estimated Time: 2 days, 0:55:42
2023-07-25 08:36:28,003 semantic_segmentation INFO: Iters: 46290/150000 || Lr: 0.014348 || Task Loss: 0.4116 || KD Loss: 0.0884|| 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: 21:50:12 || Estimated Time: 2 days, 0:55:25
2023-07-25 08:36:44,978 semantic_segmentation INFO: Iters: 46300/150000 || Lr: 0.014347 || Task Loss: 0.3720 || KD Loss: 0.0905|| 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: 21:50:29 || Estimated Time: 2 days, 0:55:08
2023-07-25 08:37:02,005 semantic_segmentation INFO: Iters: 46310/150000 || Lr: 0.014345 || Task Loss: 0.3119 || KD Loss: 0.0941|| 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: 21:50:46 || Estimated Time: 2 days, 0:54:51
2023-07-25 08:37:19,108 semantic_segmentation INFO: Iters: 46320/150000 || Lr: 0.014344 || Task Loss: 0.4932 || KD Loss: 0.1317|| 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: 21:51:03 || Estimated Time: 2 days, 0:54:34
2023-07-25 08:37:36,048 semantic_segmentation INFO: Iters: 46330/150000 || Lr: 0.014343 || Task Loss: 0.4705 || KD Loss: 0.1217|| 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: 21:51:20 || Estimated Time: 2 days, 0:54:17
2023-07-25 08:37:53,029 semantic_segmentation INFO: Iters: 46340/150000 || Lr: 0.014342 || Task Loss: 0.3646 || KD Loss: 0.1032|| 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: 21:51:37 || Estimated Time: 2 days, 0:54:00
2023-07-25 08:38:10,027 semantic_segmentation INFO: Iters: 46350/150000 || Lr: 0.014340 || Task Loss: 0.4019 || KD Loss: 0.0930|| 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: 21:51:54 || Estimated Time: 2 days, 0:53:43
2023-07-25 08:38:27,130 semantic_segmentation INFO: Iters: 46360/150000 || Lr: 0.014339 || Task Loss: 0.4078 || KD Loss: 0.0973|| 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: 21:52:11 || Estimated Time: 2 days, 0:53:27
2023-07-25 08:38:44,236 semantic_segmentation INFO: Iters: 46370/150000 || Lr: 0.014338 || Task Loss: 0.4065 || KD Loss: 0.0710|| 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: 21:52:28 || Estimated Time: 2 days, 0:53:10
2023-07-25 08:39:01,237 semantic_segmentation INFO: Iters: 46380/150000 || Lr: 0.014337 || Task Loss: 0.6196 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:45 || Estimated Time: 2 days, 0:52:53
2023-07-25 08:39:18,178 semantic_segmentation INFO: Iters: 46390/150000 || Lr: 0.014336 || Task Loss: 0.5008 || KD Loss: 0.0863|| 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: 21:53:02 || Estimated Time: 2 days, 0:52:36
2023-07-25 08:39:35,211 semantic_segmentation INFO: Iters: 46400/150000 || Lr: 0.014334 || Task Loss: 0.4441 || KD Loss: 0.1112|| 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: 21:53:19 || Estimated Time: 2 days, 0:52:19
2023-07-25 08:39:35,324 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 08:39:35,776 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.083
2023-07-25 08:39:35,788 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.128
2023-07-25 08:39:35,801 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.151
2023-07-25 08:39:35,815 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.150
2023-07-25 08:39:35,828 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.949, mIoU: 0.223
2023-07-25 08:39:35,840 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.904, mIoU: 0.224
2023-07-25 08:39:35,853 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.914, mIoU: 0.267
2023-07-25 08:39:35,867 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.271
2023-07-25 08:39:35,879 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.927, mIoU: 0.314
2023-07-25 08:39:35,893 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.933, mIoU: 0.359
2023-07-25 08:39:35,907 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.917, mIoU: 0.361
2023-07-25 08:39:35,922 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.924, mIoU: 0.405
2023-07-25 08:39:35,935 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.401
2023-07-25 08:39:35,949 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.377
2023-07-25 08:39:35,964 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.364
2023-07-25 08:39:35,976 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.360
2023-07-25 08:39:35,988 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.356
2023-07-25 08:39:36,000 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.906, mIoU: 0.350
2023-07-25 08:39:36,015 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.909, mIoU: 0.361
2023-07-25 08:39:36,031 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.410
2023-07-25 08:39:36,045 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.431
2023-07-25 08:39:36,060 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.438
2023-07-25 08:39:36,075 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.913, mIoU: 0.472
2023-07-25 08:39:36,091 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.916, mIoU: 0.470
2023-07-25 08:39:36,108 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.470
2023-07-25 08:39:36,122 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.472
2023-07-25 08:39:36,137 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.475
2023-07-25 08:39:36,148 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.476
2023-07-25 08:39:36,164 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.464
2023-07-25 08:39:36,179 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.464
2023-07-25 08:39:36,193 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.472
2023-07-25 08:39:36,209 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.471
2023-07-25 08:39:36,224 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.481
2023-07-25 08:39:36,239 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.479
2023-07-25 08:39:36,254 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.499
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2023-07-25 08:39:36,283 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.503
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2023-07-25 08:39:36,312 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.519
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2023-07-25 08:39:36,340 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.539
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2023-07-25 08:39:36,371 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.536
2023-07-25 08:39:36,385 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.536
2023-07-25 08:39:36,401 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.540
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2023-07-25 08:39:36,475 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.545
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2023-07-25 08:39:36,551 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.544
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2023-07-25 08:39:36,624 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-25 08:39:36,637 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.571
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2023-07-25 08:39:36,664 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.569
2023-07-25 08:39:36,682 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.573
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2023-07-25 08:39:36,739 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.622
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2023-07-25 08:39:36,848 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.641
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2023-07-25 08:39:37,120 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 08:39:37,135 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 08:39:37,150 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 08:39:37,166 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 08:39:37,180 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-25 08:39:37,210 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 08:39:37,224 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 08:39:37,240 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 08:39:37,268 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.644
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2023-07-25 08:39:37,504 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 08:39:37,736 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.905, mIoU: 0.613
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2023-07-25 08:39:42,046 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.907, mIoU: 0.608
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2023-07-25 08:39:42,089 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 08:39:42,104 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 08:39:42,120 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 08:39:42,134 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,149 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,165 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 08:39:42,181 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,198 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,213 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,228 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,243 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,258 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,271 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,284 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,301 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,317 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,332 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,347 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,361 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,376 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,389 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,400 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 08:39:42,415 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 08:39:42,429 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,444 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,459 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,476 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,491 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 08:39:42,507 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,515 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 08:39:42,526 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,539 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 08:39:42,552 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 08:39:42,568 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 08:39:42,580 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 08:39:42,595 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 08:39:42,611 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 08:39:42,626 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 08:39:42,641 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 08:39:42,656 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 08:39:42,669 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 08:39:42,684 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 08:39:42,700 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 08:39:42,713 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 08:39:42,729 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 08:39:42,740 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 08:39:42,755 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 08:39:42,769 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 08:39:42,784 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 08:39:42,798 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 08:39:42,813 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 08:39:42,823 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 08:39:42,836 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 08:39:42,851 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 08:39:42,866 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 08:39:42,879 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 08:39:42,892 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 08:39:42,906 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,921 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,937 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,952 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,961 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,976 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:42,991 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:39:43,004 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:39:43,019 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:39:43,034 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:39:43,047 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,063 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:39:43,076 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:39:43,092 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 08:39:43,108 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 08:39:43,123 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 08:39:43,139 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:39:43,153 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:39:43,166 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 08:39:43,182 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:39:43,198 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,213 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,227 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,243 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:39:43,259 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:39:43,273 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 08:39:43,287 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:43,301 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:43,317 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 08:39:43,332 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 08:39:43,348 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:39:43,363 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,377 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 08:39:43,392 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:39:43,408 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 08:39:43,421 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 08:39:43,437 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 08:39:43,449 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 08:39:43,464 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 08:39:43,477 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 08:39:43,488 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 08:39:43,500 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 08:39:43,515 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 08:39:43,529 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 08:39:43,544 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 08:39:43,559 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 08:39:43,567 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 08:39:43,581 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 08:39:43,596 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,611 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,626 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,640 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,653 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,666 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 08:39:43,680 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 08:39:43,697 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:39:43,712 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:39:43,725 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 08:39:43,738 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:39:43,753 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 08:39:43,767 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:39:43,782 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 08:39:43,796 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:39:43,811 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:39:43,826 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:39:43,842 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:39:43,855 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 08:39:43,871 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:39:43,886 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 08:39:43,899 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:39:43,915 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:39:43,930 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:39:43,945 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 08:39:43,960 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:43,974 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:43,990 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:44,005 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:44,022 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:39:44,032 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:44,048 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 08:39:44,064 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:39:44,077 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:39:44,091 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,104 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 08:39:44,119 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,134 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,148 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,161 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,174 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,187 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,202 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,218 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,235 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,249 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,264 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 08:39:44,277 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 08:39:44,292 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,307 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,320 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,336 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,351 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,366 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,381 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 08:39:44,397 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-25 08:39:44,467 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-25 08:39:44,494 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-25 08:39:44,524 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 08:39:44,539 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-25 08:39:44,567 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 08:39:44,611 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 08:39:44,626 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 08:39:44,641 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 08:39:44,685 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 08:39:44,714 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:44,729 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:44,744 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:44,757 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:44,773 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:44,786 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:44,802 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:44,817 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:44,833 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:44,848 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:44,863 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:44,879 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:44,893 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:44,907 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:44,921 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:44,936 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:44,954 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:44,968 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 08:39:44,983 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:39:44,993 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:39:45,006 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,021 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,034 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,048 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,060 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,073 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,088 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,104 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,118 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 08:39:45,133 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,147 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,161 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,174 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,189 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,206 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,222 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,237 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,252 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:45,267 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:45,280 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:45,295 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 08:39:45,309 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,322 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,336 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,350 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:39:45,365 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,380 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,393 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,408 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,423 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:45,438 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,451 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,464 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,471 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:45,486 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:45,502 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:45,517 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,533 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,548 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,563 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,579 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,595 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:45,608 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:45,623 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,637 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:45,652 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:45,667 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:45,679 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:45,694 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:45,707 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:45,721 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,734 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:45,747 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,760 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:45,775 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:45,790 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:45,802 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:45,816 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:39:45,829 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:39:45,840 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 08:39:45,855 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,870 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,885 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,900 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,914 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,929 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,942 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,957 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:45,972 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:45,989 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,005 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,019 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,035 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,048 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:46,060 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:46,073 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:46,088 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:46,105 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:46,118 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:46,132 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:46,147 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,162 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,177 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,194 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,214 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,227 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:46,243 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,257 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,271 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:46,286 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:46,300 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:46,317 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,330 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,346 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,361 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,374 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,387 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:46,402 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:46,418 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,433 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:46,448 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:46,460 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:46,473 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:46,487 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:46,500 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:46,514 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,531 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,544 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,560 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,575 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,591 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,607 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:46,621 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,635 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:46,651 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,667 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,681 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,698 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,714 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:46,729 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 08:39:46,742 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 08:39:46,757 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 08:39:46,772 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,788 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,801 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,814 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,827 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:46,842 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,854 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,867 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,881 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,895 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,908 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:46,922 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,937 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:46,952 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,967 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,980 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:46,993 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,007 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,020 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,033 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,045 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,061 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,074 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:47,087 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:47,101 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:47,117 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,131 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,147 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,160 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,173 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,189 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:47,205 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:47,221 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:47,237 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:47,251 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:47,265 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:47,277 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,293 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,309 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,323 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,338 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,349 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,363 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:47,378 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:47,393 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,406 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,421 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,435 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,450 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,463 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,478 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,491 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,506 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:47,521 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 08:39:47,534 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,550 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,565 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:47,580 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,596 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,611 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,626 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:47,642 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:47,656 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,672 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 08:39:47,687 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,701 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,715 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,728 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,745 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,759 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,775 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,790 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,802 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,817 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,833 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,848 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,861 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,877 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,892 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:47,905 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,919 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,935 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:47,949 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:47,963 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:47,974 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:47,992 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,007 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,023 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,037 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,052 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,068 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:48,084 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:48,099 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:48,113 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:48,128 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:48,142 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:48,157 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:48,171 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:48,184 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:48,201 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:48,215 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,230 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,246 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,263 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,278 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,293 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,307 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,321 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,337 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,352 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,368 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,383 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,393 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,408 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,421 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,436 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,452 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,467 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,481 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,496 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,511 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,526 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,542 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,558 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,571 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,587 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 08:39:48,602 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,617 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,631 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,646 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 08:39:48,661 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,677 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,690 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,706 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,721 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,734 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,748 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,763 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,776 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,790 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:48,803 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,818 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,833 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,848 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 08:39:48,864 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,879 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,895 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,908 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,921 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,936 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,949 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,962 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,977 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:48,992 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,008 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,023 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,037 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,050 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,066 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,081 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,094 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,109 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,122 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,138 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,152 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,168 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,183 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,198 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,207 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,224 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,240 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:49,255 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,271 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,287 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,302 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,316 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,331 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,346 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,362 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,378 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,393 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 08:39:49,409 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,425 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,438 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,452 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,467 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,481 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,493 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,508 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,523 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,537 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,544 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,557 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 08:39:49,570 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,582 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 08:39:49,593 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,608 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,622 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,636 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 08:39:49,649 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:49,662 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:49,677 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:49,688 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:49,704 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,717 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,732 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,748 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,763 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,778 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,789 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,802 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,817 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,832 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,848 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,863 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,876 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,887 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,899 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,912 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:49,924 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,939 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,953 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,968 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:49,983 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:49,999 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,013 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,029 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,044 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,059 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,075 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,089 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,104 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:50,119 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:50,135 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:50,148 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,162 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,177 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,189 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,206 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,220 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,235 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,250 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,268 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,286 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,300 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,315 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 08:39:50,330 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,345 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,360 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,373 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,386 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,402 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,417 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,432 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,447 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,462 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,477 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 08:39:50,492 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,507 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,520 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,535 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 08:39:50,545 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,558 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,573 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,584 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,599 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,613 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,628 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,644 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,660 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,675 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,690 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,703 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,720 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,733 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,748 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,763 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,776 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 08:39:50,791 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,804 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,819 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,834 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,849 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:39:50,864 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:39:50,879 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 08:39:50,892 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,904 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,920 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 08:39:50,933 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,946 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,961 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,976 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:50,990 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 08:39:51,003 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 08:39:51,016 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 08:39:51,104 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:51,119 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:51,135 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:51,150 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 08:39:51,181 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:39:51,195 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 08:39:51,211 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 08:39:51,242 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 08:39:51,343 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 08:39:51,357 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:51,372 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 08:39:51,429 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:51,443 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 08:39:51,488 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 08:39:51,714 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 08:39:51,887 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 08:39:51,903 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 08:39:51,989 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 08:39:53,262 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,273 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,288 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 08:39:53,304 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,320 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,333 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,345 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,360 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,373 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,388 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,400 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,416 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 08:39:53,428 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:53,441 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 08:39:53,455 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:53,469 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 08:39:53,484 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 08:39:53,498 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,514 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,528 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,543 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,558 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,574 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,589 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,603 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,617 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,633 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,648 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,664 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,678 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,691 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,708 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 08:39:53,723 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,736 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,749 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,764 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,779 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,794 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,808 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,823 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,839 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,852 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,866 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,881 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,894 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,908 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,923 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,938 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,953 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,968 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 08:39:53,983 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:53,997 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,011 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:54,026 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:54,041 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,057 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:54,071 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:54,087 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,102 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,115 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,127 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,142 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,157 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,170 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,185 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,201 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,216 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,231 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,245 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,260 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,274 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,287 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,300 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,313 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,327 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,342 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,357 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,373 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,386 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,399 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,415 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,427 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,441 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,457 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,473 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,489 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,504 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,518 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,534 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:54,549 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,562 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,577 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,592 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,607 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,620 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,635 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,650 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:54,664 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,678 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,691 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,705 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,720 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,734 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,749 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,761 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,776 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,792 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,807 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,822 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,837 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,852 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,869 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,879 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,894 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,907 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,920 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,937 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,952 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,967 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,980 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:54,993 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,007 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,022 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,036 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,051 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,066 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,079 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,094 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,110 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 08:39:55,123 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 08:39:55,138 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,153 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,166 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,180 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,192 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,208 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,223 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,238 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,253 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,266 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,279 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,293 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:55,308 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,322 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,336 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,351 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,366 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,381 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,396 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,409 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,424 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,441 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,457 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,472 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,488 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,496 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,512 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,526 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,539 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,554 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,570 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:55,585 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:55,600 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:55,616 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:55,631 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:55,647 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 08:39:55,766 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 08:39:55,811 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-25 08:39:55,869 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:55,884 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 08:39:55,914 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:55,929 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 08:39:55,985 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:55,999 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,015 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,029 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,044 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,057 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,072 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 08:39:56,087 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,102 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,116 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,131 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,146 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,160 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,173 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,189 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,202 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,218 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,233 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 08:39:56,248 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,264 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,279 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,294 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,304 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,319 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,334 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,350 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 08:39:56,367 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,382 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,397 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,408 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,418 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,434 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,448 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,463 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,476 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,490 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,505 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,518 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,532 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,546 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,560 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,574 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 08:39:56,587 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,601 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,616 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,630 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,643 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,658 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,672 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 08:39:56,687 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:56,702 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:56,715 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:56,729 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:56,744 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 08:39:56,760 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 08:40:13,665 semantic_segmentation INFO: Iters: 46410/150000 || Lr: 0.014333 || Task Loss: 0.6519 || KD Loss: 0.2148|| 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: 21:53:58 || Estimated Time: 2 days, 0:52:50
2023-07-25 08:40:30,615 semantic_segmentation INFO: Iters: 46420/150000 || Lr: 0.014332 || Task Loss: 0.4176 || KD Loss: 0.0791|| 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: 21:54:15 || Estimated Time: 2 days, 0:52:33
2023-07-25 08:40:47,709 semantic_segmentation INFO: Iters: 46430/150000 || Lr: 0.014331 || Task Loss: 0.4257 || KD Loss: 0.1199|| 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: 21:54:32 || Estimated Time: 2 days, 0:52:16
2023-07-25 08:41:04,790 semantic_segmentation INFO: Iters: 46440/150000 || Lr: 0.014329 || Task Loss: 0.4530 || KD Loss: 0.1133|| 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: 21:54:49 || Estimated Time: 2 days, 0:51:59
2023-07-25 08:41:21,857 semantic_segmentation INFO: Iters: 46450/150000 || Lr: 0.014328 || Task Loss: 0.6132 || KD Loss: 0.2099|| 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: 21:55:06 || Estimated Time: 2 days, 0:51:43
2023-07-25 08:41:38,799 semantic_segmentation INFO: Iters: 46460/150000 || Lr: 0.014327 || Task Loss: 0.4665 || KD Loss: 0.1092|| 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: 21:55:23 || Estimated Time: 2 days, 0:51:25
2023-07-25 08:41:55,886 semantic_segmentation INFO: Iters: 46470/150000 || Lr: 0.014326 || Task Loss: 0.6240 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:40 || Estimated Time: 2 days, 0:51:09
2023-07-25 08:42:12,977 semantic_segmentation INFO: Iters: 46480/150000 || Lr: 0.014324 || Task Loss: 0.5560 || KD Loss: 0.1266|| 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: 21:55:57 || Estimated Time: 2 days, 0:50:52
2023-07-25 08:42:29,990 semantic_segmentation INFO: Iters: 46490/150000 || Lr: 0.014323 || Task Loss: 0.3860 || KD Loss: 0.0906|| 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: 21:56:14 || Estimated Time: 2 days, 0:50:35
2023-07-25 08:42:46,987 semantic_segmentation INFO: Iters: 46500/150000 || Lr: 0.014322 || Task Loss: 0.5120 || KD Loss: 0.1262|| 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: 21:56:31 || Estimated Time: 2 days, 0:50:18
2023-07-25 08:43:04,130 semantic_segmentation INFO: Iters: 46510/150000 || Lr: 0.014321 || Task Loss: 0.4904 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2573|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:48 || Estimated Time: 2 days, 0:50:01
2023-07-25 08:43:21,460 semantic_segmentation INFO: Iters: 46520/150000 || Lr: 0.014319 || Task Loss: 0.5731 || KD Loss: 0.0805|| 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: 21:57:05 || Estimated Time: 2 days, 0:49:45
2023-07-25 08:43:38,431 semantic_segmentation INFO: Iters: 46530/150000 || Lr: 0.014318 || Task Loss: 0.5140 || KD Loss: 0.1419|| 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: 21:57:22 || Estimated Time: 2 days, 0:49:28
2023-07-25 08:43:55,525 semantic_segmentation INFO: Iters: 46540/150000 || Lr: 0.014317 || Task Loss: 0.3782 || KD Loss: 0.1004|| 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: 21:57:40 || Estimated Time: 2 days, 0:49:11
2023-07-25 08:44:12,533 semantic_segmentation INFO: Iters: 46550/150000 || Lr: 0.014316 || Task Loss: 0.4548 || KD Loss: 0.0744|| 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: 21:57:57 || Estimated Time: 2 days, 0:48:54
2023-07-25 08:44:29,577 semantic_segmentation INFO: Iters: 46560/150000 || Lr: 0.014314 || Task Loss: 0.4681 || KD Loss: 0.0718|| 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: 21:58:14 || Estimated Time: 2 days, 0:48:38
2023-07-25 08:44:46,658 semantic_segmentation INFO: Iters: 46570/150000 || Lr: 0.014313 || Task Loss: 0.6724 || KD Loss: 0.1708|| 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: 21:58:31 || Estimated Time: 2 days, 0:48:21
2023-07-25 08:45:03,722 semantic_segmentation INFO: Iters: 46580/150000 || Lr: 0.014312 || Task Loss: 0.4094 || KD Loss: 0.0847|| 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: 21:58:48 || Estimated Time: 2 days, 0:48:04
2023-07-25 08:45:20,713 semantic_segmentation INFO: Iters: 46590/150000 || Lr: 0.014311 || Task Loss: 0.3041 || KD Loss: 0.0717|| 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: 21:59:05 || Estimated Time: 2 days, 0:47:47
2023-07-25 08:45:37,719 semantic_segmentation INFO: Iters: 46600/150000 || Lr: 0.014309 || Task Loss: 0.5819 || 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: 21:59:22 || Estimated Time: 2 days, 0:47:30
2023-07-25 08:45:55,002 semantic_segmentation INFO: Iters: 46610/150000 || Lr: 0.014308 || Task Loss: 0.3039 || KD Loss: 0.0583|| 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: 21:59:39 || Estimated Time: 2 days, 0:47:14
2023-07-25 08:46:12,081 semantic_segmentation INFO: Iters: 46620/150000 || Lr: 0.014307 || Task Loss: 0.4434 || KD Loss: 0.0905|| 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: 21:59:56 || Estimated Time: 2 days, 0:46:57
2023-07-25 08:46:29,040 semantic_segmentation INFO: Iters: 46630/150000 || Lr: 0.014306 || Task Loss: 0.7174 || KD Loss: 0.2422|| 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: 22:00:13 || Estimated Time: 2 days, 0:46:40
2023-07-25 08:46:46,111 semantic_segmentation INFO: Iters: 46640/150000 || Lr: 0.014304 || Task Loss: 0.5874 || KD Loss: 0.1336|| 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: 22:00:30 || Estimated Time: 2 days, 0:46:23
2023-07-25 08:47:03,158 semantic_segmentation INFO: Iters: 46650/150000 || Lr: 0.014303 || Task Loss: 0.6709 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:47 || Estimated Time: 2 days, 0:46:06
2023-07-25 08:47:20,247 semantic_segmentation INFO: Iters: 46660/150000 || Lr: 0.014302 || Task Loss: 0.4428 || KD Loss: 0.1718|| 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: 22:01:04 || Estimated Time: 2 days, 0:45:49
2023-07-25 08:47:37,669 semantic_segmentation INFO: Iters: 46670/150000 || Lr: 0.014301 || Task Loss: 0.5419 || KD Loss: 0.1471|| 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: 22:01:22 || Estimated Time: 2 days, 0:45:33
2023-07-25 08:47:54,667 semantic_segmentation INFO: Iters: 46680/150000 || Lr: 0.014299 || Task Loss: 0.5000 || KD Loss: 0.1495|| 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: 22:01:39 || Estimated Time: 2 days, 0:45:16
2023-07-25 08:48:11,713 semantic_segmentation INFO: Iters: 46690/150000 || Lr: 0.014298 || Task Loss: 0.5372 || 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: 22:01:56 || Estimated Time: 2 days, 0:45:00
2023-07-25 08:48:28,727 semantic_segmentation INFO: Iters: 46700/150000 || Lr: 0.014297 || Task Loss: 0.4503 || KD Loss: 0.1218|| 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: 22:02:13 || Estimated Time: 2 days, 0:44:43
2023-07-25 08:48:45,727 semantic_segmentation INFO: Iters: 46710/150000 || Lr: 0.014296 || Task Loss: 0.5482 || KD Loss: 0.1110|| 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: 22:02:30 || Estimated Time: 2 days, 0:44:26
2023-07-25 08:49:02,813 semantic_segmentation INFO: Iters: 46720/150000 || Lr: 0.014294 || Task Loss: 0.3405 || KD Loss: 0.0648|| 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: 22:02:47 || Estimated Time: 2 days, 0:44:09
2023-07-25 08:49:19,994 semantic_segmentation INFO: Iters: 46730/150000 || Lr: 0.014293 || Task Loss: 0.4994 || KD Loss: 0.0911|| 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: 22:03:04 || Estimated Time: 2 days, 0:43:52
2023-07-25 08:49:37,001 semantic_segmentation INFO: Iters: 46740/150000 || Lr: 0.014292 || Task Loss: 0.3385 || KD Loss: 0.0704|| 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: 22:03:21 || Estimated Time: 2 days, 0:43:35
2023-07-25 08:49:54,057 semantic_segmentation INFO: Iters: 46750/150000 || Lr: 0.014291 || Task Loss: 0.3813 || KD Loss: 0.0713|| 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: 22:03:38 || Estimated Time: 2 days, 0:43:19
2023-07-25 08:50:11,111 semantic_segmentation INFO: Iters: 46760/150000 || Lr: 0.014289 || Task Loss: 0.5355 || KD Loss: 0.1452|| 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: 22:03:55 || Estimated Time: 2 days, 0:43:02
2023-07-25 08:50:28,375 semantic_segmentation INFO: Iters: 46770/150000 || Lr: 0.014288 || Task Loss: 0.3499 || KD Loss: 0.0867|| 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: 22:04:12 || Estimated Time: 2 days, 0:42:45
2023-07-25 08:50:48,967 semantic_segmentation INFO: Iters: 46780/150000 || Lr: 0.014287 || Task Loss: 0.5947 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:04:33 || Estimated Time: 2 days, 0:42:36
2023-07-25 08:51:06,413 semantic_segmentation INFO: Iters: 46790/150000 || Lr: 0.014286 || Task Loss: 0.3990 || KD Loss: 0.0580|| 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: 22:04:50 || Estimated Time: 2 days, 0:42:20
2023-07-25 08:51:23,818 semantic_segmentation INFO: Iters: 46800/150000 || Lr: 0.014284 || Task Loss: 0.3605 || KD Loss: 0.0945|| 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: 22:05:08 || Estimated Time: 2 days, 0:42:04
2023-07-25 08:51:40,750 semantic_segmentation INFO: Iters: 46810/150000 || Lr: 0.014283 || Task Loss: 0.4780 || KD Loss: 0.0913|| 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: 22:05:25 || Estimated Time: 2 days, 0:41:47
2023-07-25 08:51:57,795 semantic_segmentation INFO: Iters: 46820/150000 || Lr: 0.014282 || Task Loss: 0.5242 || KD Loss: 0.1175|| 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: 22:05:42 || Estimated Time: 2 days, 0:41:30
2023-07-25 08:52:14,811 semantic_segmentation INFO: Iters: 46830/150000 || Lr: 0.014281 || Task Loss: 0.3840 || KD Loss: 0.0741|| 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: 22:05:59 || Estimated Time: 2 days, 0:41:13
2023-07-25 08:52:31,826 semantic_segmentation INFO: Iters: 46840/150000 || Lr: 0.014279 || Task Loss: 0.3859 || KD Loss: 0.1011|| 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: 22:06:16 || Estimated Time: 2 days, 0:40:57
2023-07-25 08:52:49,012 semantic_segmentation INFO: Iters: 46850/150000 || Lr: 0.014278 || Task Loss: 0.6713 || KD Loss: 0.1469|| 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: 22:06:33 || Estimated Time: 2 days, 0:40:40
2023-07-25 08:53:06,161 semantic_segmentation INFO: Iters: 46860/150000 || Lr: 0.014277 || Task Loss: 0.4697 || KD Loss: 0.0794|| 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: 22:06:50 || Estimated Time: 2 days, 0:40:23
2023-07-25 08:53:23,159 semantic_segmentation INFO: Iters: 46870/150000 || Lr: 0.014276 || Task Loss: 0.4071 || KD Loss: 0.0757|| 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: 22:07:07 || Estimated Time: 2 days, 0:40:06
2023-07-25 08:53:40,777 semantic_segmentation INFO: Iters: 46880/150000 || Lr: 0.014274 || Task Loss: 0.4920 || KD Loss: 0.1565|| 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: 22:07:25 || Estimated Time: 2 days, 0:39:51
2023-07-25 08:53:57,701 semantic_segmentation INFO: Iters: 46890/150000 || Lr: 0.014273 || Task Loss: 0.5340 || KD Loss: 0.1284|| 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: 22:07:42 || Estimated Time: 2 days, 0:39:34
2023-07-25 08:54:14,991 semantic_segmentation INFO: Iters: 46900/150000 || Lr: 0.014272 || Task Loss: 0.4319 || KD Loss: 0.1474|| 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: 22:07:59 || Estimated Time: 2 days, 0:39:17
2023-07-25 08:54:32,437 semantic_segmentation INFO: Iters: 46910/150000 || Lr: 0.014271 || Task Loss: 0.4029 || KD Loss: 0.0965|| 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: 22:08:16 || Estimated Time: 2 days, 0:39:01
2023-07-25 08:54:49,455 semantic_segmentation INFO: Iters: 46920/150000 || Lr: 0.014269 || Task Loss: 0.3867 || KD Loss: 0.1027|| 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: 22:08:33 || Estimated Time: 2 days, 0:38:44
2023-07-25 08:55:06,446 semantic_segmentation INFO: Iters: 46930/150000 || Lr: 0.014268 || Task Loss: 0.4659 || KD Loss: 0.1169|| 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: 22:08:50 || Estimated Time: 2 days, 0:38:27
2023-07-25 08:55:23,559 semantic_segmentation INFO: Iters: 46940/150000 || Lr: 0.014267 || Task Loss: 0.6470 || KD Loss: 0.1194|| 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: 22:09:08 || Estimated Time: 2 days, 0:38:11
2023-07-25 08:55:41,136 semantic_segmentation INFO: Iters: 46950/150000 || Lr: 0.014266 || Task Loss: 0.4406 || KD Loss: 0.1489|| 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: 22:09:25 || Estimated Time: 2 days, 0:37:55
2023-07-25 08:55:58,458 semantic_segmentation INFO: Iters: 46960/150000 || Lr: 0.014265 || Task Loss: 0.6717 || KD Loss: 0.2041|| 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: 22:09:42 || Estimated Time: 2 days, 0:37:39
2023-07-25 08:56:15,589 semantic_segmentation INFO: Iters: 46970/150000 || Lr: 0.014263 || Task Loss: 0.3687 || KD Loss: 0.1142|| 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: 22:10:00 || Estimated Time: 2 days, 0:37:22
2023-07-25 08:56:32,505 semantic_segmentation INFO: Iters: 46980/150000 || Lr: 0.014262 || Task Loss: 0.4895 || KD Loss: 0.1009|| 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: 22:10:16 || Estimated Time: 2 days, 0:37:05
2023-07-25 08:56:49,569 semantic_segmentation INFO: Iters: 46990/150000 || Lr: 0.014261 || Task Loss: 0.7091 || KD Loss: 0.1994|| 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: 22:10:34 || Estimated Time: 2 days, 0:36:48
2023-07-25 08:57:06,596 semantic_segmentation INFO: Iters: 47000/150000 || Lr: 0.014260 || Task Loss: 0.2087 || KD Loss: 0.0551|| 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: 22:10:51 || Estimated Time: 2 days, 0:36:31
2023-07-25 08:57:23,576 semantic_segmentation INFO: Iters: 47010/150000 || Lr: 0.014258 || Task Loss: 0.3471 || KD Loss: 0.0963|| 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: 22:11:08 || Estimated Time: 2 days, 0:36:14
2023-07-25 08:57:40,627 semantic_segmentation INFO: Iters: 47020/150000 || Lr: 0.014257 || Task Loss: 0.9091 || KD Loss: 0.3099|| 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: 22:11:25 || Estimated Time: 2 days, 0:35:57
2023-07-25 08:57:57,661 semantic_segmentation INFO: Iters: 47030/150000 || Lr: 0.014256 || Task Loss: 0.5334 || KD Loss: 0.1080|| 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: 22:11:42 || Estimated Time: 2 days, 0:35:40
2023-07-25 08:58:15,082 semantic_segmentation INFO: Iters: 47040/150000 || Lr: 0.014255 || Task Loss: 0.4800 || KD Loss: 0.1187|| 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: 22:11:59 || Estimated Time: 2 days, 0:35:24
2023-07-25 08:58:32,065 semantic_segmentation INFO: Iters: 47050/150000 || Lr: 0.014253 || Task Loss: 0.4979 || KD Loss: 0.1025|| 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: 22:12:16 || Estimated Time: 2 days, 0:35:07
2023-07-25 08:58:49,020 semantic_segmentation INFO: Iters: 47060/150000 || Lr: 0.014252 || Task Loss: 0.4390 || KD Loss: 0.0698|| 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: 22:12:33 || Estimated Time: 2 days, 0:34:50
2023-07-25 08:59:05,942 semantic_segmentation INFO: Iters: 47070/150000 || Lr: 0.014251 || Task Loss: 0.4875 || KD Loss: 0.1144|| 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: 22:12:50 || Estimated Time: 2 days, 0:34:33
2023-07-25 08:59:22,920 semantic_segmentation INFO: Iters: 47080/150000 || Lr: 0.014250 || Task Loss: 0.6130 || KD Loss: 0.1133|| 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: 22:13:07 || Estimated Time: 2 days, 0:34:16
2023-07-25 08:59:39,918 semantic_segmentation INFO: Iters: 47090/150000 || Lr: 0.014248 || Task Loss: 0.4141 || KD Loss: 0.0832|| 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: 22:13:24 || Estimated Time: 2 days, 0:33:59
2023-07-25 08:59:56,901 semantic_segmentation INFO: Iters: 47100/150000 || Lr: 0.014247 || Task Loss: 0.3326 || KD Loss: 0.0651|| 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: 22:13:41 || Estimated Time: 2 days, 0:33:42
2023-07-25 09:00:13,859 semantic_segmentation INFO: Iters: 47110/150000 || Lr: 0.014246 || Task Loss: 0.3292 || KD Loss: 0.0571|| 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: 22:13:58 || Estimated Time: 2 days, 0:33:25
2023-07-25 09:00:30,731 semantic_segmentation INFO: Iters: 47120/150000 || Lr: 0.014245 || Task Loss: 0.4361 || KD Loss: 0.1138|| 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: 22:14:15 || Estimated Time: 2 days, 0:33:08
2023-07-25 09:00:47,847 semantic_segmentation INFO: Iters: 47130/150000 || Lr: 0.014243 || Task Loss: 0.5485 || KD Loss: 0.1933|| 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: 22:14:32 || Estimated Time: 2 days, 0:32:51
2023-07-25 09:01:04,771 semantic_segmentation INFO: Iters: 47140/150000 || Lr: 0.014242 || Task Loss: 0.6379 || KD Loss: 0.1660|| 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: 22:14:49 || Estimated Time: 2 days, 0:32:34
2023-07-25 09:01:21,652 semantic_segmentation INFO: Iters: 47150/150000 || Lr: 0.014241 || Task Loss: 0.5741 || KD Loss: 0.1944|| 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: 22:15:06 || Estimated Time: 2 days, 0:32:17
2023-07-25 09:01:38,699 semantic_segmentation INFO: Iters: 47160/150000 || Lr: 0.014240 || Task Loss: 0.5900 || KD Loss: 0.1707|| 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: 22:15:23 || Estimated Time: 2 days, 0:32:00
2023-07-25 09:01:55,649 semantic_segmentation INFO: Iters: 47170/150000 || Lr: 0.014238 || Task Loss: 0.3229 || KD Loss: 0.0709|| 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: 22:15:40 || Estimated Time: 2 days, 0:31:43
2023-07-25 09:02:12,637 semantic_segmentation INFO: Iters: 47180/150000 || Lr: 0.014237 || Task Loss: 0.4940 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:57 || Estimated Time: 2 days, 0:31:26
2023-07-25 09:02:29,509 semantic_segmentation INFO: Iters: 47190/150000 || Lr: 0.014236 || Task Loss: 0.3684 || KD Loss: 0.0757|| 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: 22:16:13 || Estimated Time: 2 days, 0:31:09
2023-07-25 09:02:46,383 semantic_segmentation INFO: Iters: 47200/150000 || Lr: 0.014235 || Task Loss: 0.5719 || KD Loss: 0.0981|| 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: 22:16:30 || Estimated Time: 2 days, 0:30:51
2023-07-25 09:02:46,497 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 09:02:46,955 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-25 09:02:46,972 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.132
2023-07-25 09:02:46,985 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.165
2023-07-25 09:02:47,000 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.165
2023-07-25 09:02:47,013 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.239
2023-07-25 09:02:47,025 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.911, mIoU: 0.243
2023-07-25 09:02:47,038 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.921, mIoU: 0.288
2023-07-25 09:02:47,052 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.929, mIoU: 0.292
2023-07-25 09:02:47,064 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.930, mIoU: 0.327
2023-07-25 09:02:47,078 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.932, mIoU: 0.357
2023-07-25 09:02:47,091 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.918, mIoU: 0.374
2023-07-25 09:02:47,105 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.925, mIoU: 0.421
2023-07-25 09:02:47,117 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.915, mIoU: 0.410
2023-07-25 09:02:47,130 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.392
2023-07-25 09:02:47,144 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.388
2023-07-25 09:02:47,156 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.384
2023-07-25 09:02:47,167 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.911, mIoU: 0.371
2023-07-25 09:02:47,179 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.372
2023-07-25 09:02:47,192 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.384
2023-07-25 09:02:47,207 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.432
2023-07-25 09:02:47,221 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.444
2023-07-25 09:02:47,235 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.452
2023-07-25 09:02:47,249 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.491
2023-07-25 09:02:47,264 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.914, mIoU: 0.494
2023-07-25 09:02:47,279 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.915, mIoU: 0.495
2023-07-25 09:02:47,292 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.504
2023-07-25 09:02:47,305 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-25 09:02:47,316 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.500
2023-07-25 09:02:47,331 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-25 09:02:47,345 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.487
2023-07-25 09:02:47,359 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.917, mIoU: 0.496
2023-07-25 09:02:47,374 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.493
2023-07-25 09:02:47,388 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.501
2023-07-25 09:02:47,403 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.497
2023-07-25 09:02:47,417 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.903, mIoU: 0.503
2023-07-25 09:02:47,432 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.901, mIoU: 0.501
2023-07-25 09:02:47,445 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.903, mIoU: 0.501
2023-07-25 09:02:47,457 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.539
2023-07-25 09:02:47,473 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.907, mIoU: 0.542
2023-07-25 09:02:47,485 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.541
2023-07-25 09:02:47,498 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.908, mIoU: 0.565
2023-07-25 09:02:47,512 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.910, mIoU: 0.565
2023-07-25 09:02:47,526 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.907, mIoU: 0.559
2023-07-25 09:02:47,539 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.908, mIoU: 0.559
2023-07-25 09:02:47,553 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.908, mIoU: 0.565
2023-07-25 09:02:47,568 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.909, mIoU: 0.569
2023-07-25 09:02:47,580 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.573
2023-07-25 09:02:47,592 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.574
2023-07-25 09:02:47,606 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-25 09:02:47,622 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-25 09:02:47,638 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-25 09:02:47,653 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.914, mIoU: 0.571
2023-07-25 09:02:47,665 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.568
2023-07-25 09:02:47,680 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.567
2023-07-25 09:02:47,695 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.570
2023-07-25 09:02:47,707 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-25 09:02:47,722 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-25 09:02:47,738 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.566
2023-07-25 09:02:47,751 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-25 09:02:47,766 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 09:02:47,779 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:02:47,794 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:02:47,807 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.910, mIoU: 0.609
2023-07-25 09:02:47,824 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.910, mIoU: 0.611
2023-07-25 09:02:47,837 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 09:02:47,852 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 09:02:47,867 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 09:02:47,880 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 09:02:47,895 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 09:02:47,910 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.910, mIoU: 0.653
2023-07-25 09:02:47,925 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.910, mIoU: 0.668
2023-07-25 09:02:47,939 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 09:02:47,955 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.910, mIoU: 0.668
2023-07-25 09:02:47,971 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 09:02:47,986 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 09:02:48,001 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.900, mIoU: 0.654
2023-07-25 09:02:48,017 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.897, mIoU: 0.652
2023-07-25 09:02:48,026 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.651
2023-07-25 09:02:48,042 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.654
2023-07-25 09:02:48,058 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.896, mIoU: 0.654
2023-07-25 09:02:48,072 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.897, mIoU: 0.658
2023-07-25 09:02:48,088 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.897, mIoU: 0.658
2023-07-25 09:02:48,104 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.895, mIoU: 0.654
2023-07-25 09:02:48,119 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.892, mIoU: 0.639
2023-07-25 09:02:48,135 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.638
2023-07-25 09:02:48,150 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.640
2023-07-25 09:02:48,165 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.893, mIoU: 0.639
2023-07-25 09:02:48,180 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.892, mIoU: 0.637
2023-07-25 09:02:48,195 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.890, mIoU: 0.632
2023-07-25 09:02:48,208 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.891, mIoU: 0.633
2023-07-25 09:02:48,223 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.891, mIoU: 0.629
2023-07-25 09:02:48,239 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.892, mIoU: 0.630
2023-07-25 09:02:48,253 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.890, mIoU: 0.634
2023-07-25 09:02:48,268 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.891, mIoU: 0.640
2023-07-25 09:02:48,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.890, mIoU: 0.639
2023-07-25 09:02:48,298 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.889, mIoU: 0.638
2023-07-25 09:02:48,311 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.890, mIoU: 0.638
2023-07-25 09:02:48,323 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.891, mIoU: 0.639
2023-07-25 09:02:48,338 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.892, mIoU: 0.639
2023-07-25 09:02:48,352 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.892, mIoU: 0.639
2023-07-25 09:02:48,368 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.893, mIoU: 0.638
2023-07-25 09:02:48,383 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.893, mIoU: 0.637
2023-07-25 09:02:48,396 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.894, mIoU: 0.639
2023-07-25 09:02:48,412 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.893, mIoU: 0.638
2023-07-25 09:02:48,427 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.893, mIoU: 0.630
2023-07-25 09:02:48,441 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.893, mIoU: 0.633
2023-07-25 09:02:48,457 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.893, mIoU: 0.633
2023-07-25 09:02:48,473 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.894, mIoU: 0.633
2023-07-25 09:02:48,486 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.893, mIoU: 0.631
2023-07-25 09:02:48,500 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.893, mIoU: 0.630
2023-07-25 09:02:48,513 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.894, mIoU: 0.631
2023-07-25 09:02:48,527 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.894, mIoU: 0.630
2023-07-25 09:02:48,543 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.895, mIoU: 0.629
2023-07-25 09:02:48,557 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.893, mIoU: 0.628
2023-07-25 09:02:48,572 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.894, mIoU: 0.630
2023-07-25 09:02:48,585 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.894, mIoU: 0.629
2023-07-25 09:02:48,598 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.894, mIoU: 0.628
2023-07-25 09:02:48,613 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.894, mIoU: 0.628
2023-07-25 09:02:48,626 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.892, mIoU: 0.626
2023-07-25 09:02:48,642 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.891, mIoU: 0.622
2023-07-25 09:02:48,658 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.884, mIoU: 0.620
2023-07-25 09:02:48,671 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.885, mIoU: 0.619
2023-07-25 09:02:48,684 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.885, mIoU: 0.617
2023-07-25 09:02:48,700 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.886, mIoU: 0.618
2023-07-25 09:02:48,715 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.887, mIoU: 0.617
2023-07-25 09:02:48,723 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.887, mIoU: 0.619
2023-07-25 09:02:48,735 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.888, mIoU: 0.619
2023-07-25 09:02:48,752 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.883, mIoU: 0.604
2023-07-25 09:02:48,761 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.883, mIoU: 0.604
2023-07-25 09:02:48,775 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.883, mIoU: 0.611
2023-07-25 09:02:48,791 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.884, mIoU: 0.611
2023-07-25 09:02:48,807 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.885, mIoU: 0.612
2023-07-25 09:02:48,821 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.886, mIoU: 0.613
2023-07-25 09:02:48,837 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.887, mIoU: 0.614
2023-07-25 09:02:48,850 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.886, mIoU: 0.610
2023-07-25 09:02:48,864 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.887, mIoU: 0.610
2023-07-25 09:02:48,879 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.885, mIoU: 0.608
2023-07-25 09:02:48,892 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.886, mIoU: 0.608
2023-07-25 09:02:48,908 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.886, mIoU: 0.609
2023-07-25 09:02:48,921 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.887, mIoU: 0.608
2023-07-25 09:02:48,936 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.887, mIoU: 0.610
2023-07-25 09:02:48,953 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.888, mIoU: 0.610
2023-07-25 09:02:48,968 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.888, mIoU: 0.614
2023-07-25 09:02:48,984 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.888, mIoU: 0.616
2023-07-25 09:02:48,999 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.889, mIoU: 0.617
2023-07-25 09:02:49,013 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.889, mIoU: 0.616
2023-07-25 09:02:49,028 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.890, mIoU: 0.617
2023-07-25 09:02:49,043 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.889, mIoU: 0.618
2023-07-25 09:02:49,053 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.889, mIoU: 0.625
2023-07-25 09:02:49,068 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.889, mIoU: 0.626
2023-07-25 09:02:49,083 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.889, mIoU: 0.625
2023-07-25 09:02:49,096 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.889, mIoU: 0.623
2023-07-25 09:02:49,110 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.889, mIoU: 0.623
2023-07-25 09:02:49,123 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.889, mIoU: 0.623
2023-07-25 09:02:49,136 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.890, mIoU: 0.623
2023-07-25 09:02:49,151 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.889, mIoU: 0.622
2023-07-25 09:02:49,166 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.890, mIoU: 0.621
2023-07-25 09:02:49,182 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.890, mIoU: 0.622
2023-07-25 09:02:49,197 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.891, mIoU: 0.623
2023-07-25 09:02:49,213 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.891, mIoU: 0.624
2023-07-25 09:02:49,228 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.892, mIoU: 0.624
2023-07-25 09:02:49,243 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.893, mIoU: 0.624
2023-07-25 09:02:49,257 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.893, mIoU: 0.627
2023-07-25 09:02:49,272 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.894, mIoU: 0.626
2023-07-25 09:02:49,285 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.894, mIoU: 0.625
2023-07-25 09:02:49,299 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.892, mIoU: 0.619
2023-07-25 09:02:49,311 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.892, mIoU: 0.619
2023-07-25 09:02:49,326 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.892, mIoU: 0.619
2023-07-25 09:02:49,341 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.886, mIoU: 0.607
2023-07-25 09:02:49,356 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.886, mIoU: 0.602
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2023-07-25 09:02:52,244 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.888, mIoU: 0.602
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2023-07-25 09:02:52,275 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.888, mIoU: 0.603
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2023-07-25 09:02:52,320 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.888, mIoU: 0.601
2023-07-25 09:02:52,336 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.888, mIoU: 0.601
2023-07-25 09:02:52,351 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.888, mIoU: 0.602
2023-07-25 09:02:52,366 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.889, mIoU: 0.602
2023-07-25 09:02:52,382 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.889, mIoU: 0.602
2023-07-25 09:02:52,397 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.888, mIoU: 0.602
2023-07-25 09:02:52,413 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.889, mIoU: 0.602
2023-07-25 09:02:52,428 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.889, mIoU: 0.602
2023-07-25 09:02:52,443 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.889, mIoU: 0.602
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2023-07-25 09:02:52,471 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.890, mIoU: 0.602
2023-07-25 09:02:52,485 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.890, mIoU: 0.602
2023-07-25 09:02:52,500 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.890, mIoU: 0.604
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2023-07-25 09:02:52,529 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.890, mIoU: 0.603
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2023-07-25 09:02:52,558 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,573 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,584 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.890, mIoU: 0.605
2023-07-25 09:02:52,599 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.889, mIoU: 0.605
2023-07-25 09:02:52,611 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.888, mIoU: 0.604
2023-07-25 09:02:52,626 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.889, mIoU: 0.604
2023-07-25 09:02:52,641 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.889, mIoU: 0.603
2023-07-25 09:02:52,656 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.889, mIoU: 0.603
2023-07-25 09:02:52,669 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.889, mIoU: 0.603
2023-07-25 09:02:52,682 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,699 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,712 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,727 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.890, mIoU: 0.604
2023-07-25 09:02:52,742 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,757 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.891, mIoU: 0.605
2023-07-25 09:02:52,771 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,784 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,799 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,813 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,828 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.892, mIoU: 0.604
2023-07-25 09:02:52,840 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,854 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,867 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,880 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,892 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.891, mIoU: 0.603
2023-07-25 09:02:52,907 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.891, mIoU: 0.603
2023-07-25 09:02:52,923 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:52,938 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.891, mIoU: 0.605
2023-07-25 09:02:52,954 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.892, mIoU: 0.605
2023-07-25 09:02:52,967 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.891, mIoU: 0.605
2023-07-25 09:02:52,982 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.892, mIoU: 0.605
2023-07-25 09:02:52,997 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.891, mIoU: 0.604
2023-07-25 09:02:53,013 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.891, mIoU: 0.604
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2023-07-25 09:02:53,054 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.891, mIoU: 0.605
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2023-07-25 09:02:53,086 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.891, mIoU: 0.607
2023-07-25 09:02:53,101 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.891, mIoU: 0.610
2023-07-25 09:02:53,117 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.892, mIoU: 0.610
2023-07-25 09:02:53,131 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.892, mIoU: 0.610
2023-07-25 09:02:53,147 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.892, mIoU: 0.611
2023-07-25 09:02:53,163 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.892, mIoU: 0.612
2023-07-25 09:02:53,176 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.892, mIoU: 0.611
2023-07-25 09:02:53,191 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.892, mIoU: 0.611
2023-07-25 09:02:53,213 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,227 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.893, mIoU: 0.612
2023-07-25 09:02:53,243 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.893, mIoU: 0.612
2023-07-25 09:02:53,259 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.893, mIoU: 0.614
2023-07-25 09:02:53,273 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.893, mIoU: 0.612
2023-07-25 09:02:53,289 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.893, mIoU: 0.612
2023-07-25 09:02:53,304 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.893, mIoU: 0.613
2023-07-25 09:02:53,319 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.893, mIoU: 0.613
2023-07-25 09:02:53,333 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.893, mIoU: 0.613
2023-07-25 09:02:53,348 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.892, mIoU: 0.612
2023-07-25 09:02:53,361 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.892, mIoU: 0.612
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2023-07-25 09:02:53,435 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.892, mIoU: 0.611
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2023-07-25 09:02:53,464 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.892, mIoU: 0.610
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2023-07-25 09:02:53,532 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.892, mIoU: 0.609
2023-07-25 09:02:53,548 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,563 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,579 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.893, mIoU: 0.610
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2023-07-25 09:02:53,614 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.893, mIoU: 0.609
2023-07-25 09:02:53,627 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,641 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,656 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,669 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.893, mIoU: 0.610
2023-07-25 09:02:53,684 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,701 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,718 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,733 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,748 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,761 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.893, mIoU: 0.611
2023-07-25 09:02:53,776 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.894, mIoU: 0.613
2023-07-25 09:02:53,791 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.894, mIoU: 0.613
2023-07-25 09:02:53,804 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.894, mIoU: 0.614
2023-07-25 09:02:53,820 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.894, mIoU: 0.614
2023-07-25 09:02:53,831 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.894, mIoU: 0.614
2023-07-25 09:02:53,846 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.894, mIoU: 0.614
2023-07-25 09:02:53,860 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.894, mIoU: 0.614
2023-07-25 09:02:53,875 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.894, mIoU: 0.615
2023-07-25 09:02:53,890 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.895, mIoU: 0.615
2023-07-25 09:02:53,905 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.895, mIoU: 0.617
2023-07-25 09:02:53,915 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.895, mIoU: 0.617
2023-07-25 09:02:53,928 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.895, mIoU: 0.617
2023-07-25 09:02:53,943 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.895, mIoU: 0.618
2023-07-25 09:02:53,959 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.895, mIoU: 0.619
2023-07-25 09:02:53,972 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.896, mIoU: 0.619
2023-07-25 09:02:53,985 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.896, mIoU: 0.619
2023-07-25 09:02:53,998 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.896, mIoU: 0.619
2023-07-25 09:02:54,013 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.896, mIoU: 0.620
2023-07-25 09:02:54,029 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.896, mIoU: 0.620
2023-07-25 09:02:54,043 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.896, mIoU: 0.621
2023-07-25 09:02:54,052 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.896, mIoU: 0.620
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2023-07-25 09:02:54,082 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 09:02:54,096 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 09:02:54,111 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 09:02:54,126 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:54,139 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:54,155 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:54,168 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:54,184 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.897, mIoU: 0.618
2023-07-25 09:02:54,200 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.897, mIoU: 0.618
2023-07-25 09:02:54,215 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.897, mIoU: 0.618
2023-07-25 09:02:54,231 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.897, mIoU: 0.617
2023-07-25 09:02:54,245 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.896, mIoU: 0.617
2023-07-25 09:02:54,258 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.897, mIoU: 0.617
2023-07-25 09:02:54,273 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.896, mIoU: 0.616
2023-07-25 09:02:54,288 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,303 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,318 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,335 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,351 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.896, mIoU: 0.617
2023-07-25 09:02:54,367 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.896, mIoU: 0.614
2023-07-25 09:02:54,380 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,395 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,410 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,426 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.896, mIoU: 0.615
2023-07-25 09:02:54,441 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,457 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,470 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,486 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,501 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.896, mIoU: 0.618
2023-07-25 09:02:54,514 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.896, mIoU: 0.620
2023-07-25 09:02:54,529 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 09:02:54,540 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.897, mIoU: 0.623
2023-07-25 09:02:54,555 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.897, mIoU: 0.623
2023-07-25 09:02:54,568 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.896, mIoU: 0.624
2023-07-25 09:02:54,579 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.896, mIoU: 0.625
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2023-07-25 09:02:54,688 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.897, mIoU: 0.626
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2023-07-25 09:02:54,721 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.898, mIoU: 0.626
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2023-07-25 09:02:54,764 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.898, mIoU: 0.627
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2023-07-25 09:02:54,836 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.897, mIoU: 0.625
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2023-07-25 09:02:54,895 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.897, mIoU: 0.626
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2023-07-25 09:02:54,939 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.897, mIoU: 0.625
2023-07-25 09:02:54,953 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.897, mIoU: 0.625
2023-07-25 09:02:54,968 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.897, mIoU: 0.627
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2023-07-25 09:02:55,010 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.898, mIoU: 0.627
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2023-07-25 09:02:55,053 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.898, mIoU: 0.626
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2023-07-25 09:02:55,081 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.898, mIoU: 0.627
2023-07-25 09:02:55,095 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.898, mIoU: 0.627
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2023-07-25 09:02:55,122 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,139 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.898, mIoU: 0.625
2023-07-25 09:02:55,155 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,168 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,183 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,196 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,211 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,226 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.898, mIoU: 0.626
2023-07-25 09:02:55,241 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,254 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,267 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:55,280 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:55,295 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,310 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,326 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,341 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 09:02:55,356 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:55,369 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,384 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,400 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,413 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,428 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:55,442 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:55,457 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:55,472 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 09:02:55,487 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,499 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,513 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,528 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,542 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,557 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,572 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 09:02:55,583 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,598 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,613 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,627 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,640 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,655 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:55,669 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:55,684 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:55,698 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-25 09:02:55,714 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-25 09:02:55,730 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.899, mIoU: 0.626
2023-07-25 09:02:55,745 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.899, mIoU: 0.626
2023-07-25 09:02:55,761 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:55,775 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:55,788 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:55,803 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:55,818 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:55,833 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-25 09:02:55,846 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-25 09:02:55,861 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,874 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,890 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,905 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,920 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,935 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,950 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:55,965 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,980 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:55,994 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.900, mIoU: 0.627
2023-07-25 09:02:56,008 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.900, mIoU: 0.627
2023-07-25 09:02:56,023 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.900, mIoU: 0.627
2023-07-25 09:02:56,041 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.900, mIoU: 0.627
2023-07-25 09:02:56,055 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,070 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,080 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,093 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,108 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,121 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.900, mIoU: 0.623
2023-07-25 09:02:56,136 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:56,150 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:56,164 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:56,179 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:56,197 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.899, mIoU: 0.622
2023-07-25 09:02:56,212 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.899, mIoU: 0.623
2023-07-25 09:02:56,228 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,242 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,257 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,270 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,285 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,301 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,316 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,331 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,346 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.899, mIoU: 0.624
2023-07-25 09:02:56,360 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,373 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,388 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.900, mIoU: 0.624
2023-07-25 09:02:56,402 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,415 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,428 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,441 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,456 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.899, mIoU: 0.625
2023-07-25 09:02:56,471 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,484 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,498 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,513 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,528 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,541 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 09:02:56,554 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,562 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,577 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,593 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,608 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.900, mIoU: 0.627
2023-07-25 09:02:56,624 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,639 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.900, mIoU: 0.626
2023-07-25 09:02:56,654 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,670 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,685 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,698 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,714 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,728 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,744 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,759 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,772 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,784 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-25 09:02:56,797 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.901, mIoU: 0.628
2023-07-25 09:02:56,810 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.901, mIoU: 0.628
2023-07-25 09:02:56,823 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.901, mIoU: 0.629
2023-07-25 09:02:56,836 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.901, mIoU: 0.629
2023-07-25 09:02:56,849 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.901, mIoU: 0.629
2023-07-25 09:02:56,863 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:56,878 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:56,889 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:56,902 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:56,915 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:56,926 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:56,941 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:56,956 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:56,971 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:56,987 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,002 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,017 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,030 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,045 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,060 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,077 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,093 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,108 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,123 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,136 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,149 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,162 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,177 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,193 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,207 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,220 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,235 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,249 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,264 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,279 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,293 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,306 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,321 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,334 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:57,348 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,363 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,377 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,393 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,406 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,422 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,438 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,451 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,464 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 09:02:57,480 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:57,496 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:57,511 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:57,526 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:02:57,538 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,551 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,565 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:02:57,578 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 09:02:57,593 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 09:02:57,610 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,623 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,638 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,652 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,667 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,681 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,694 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,707 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 09:02:57,722 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,737 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,752 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,769 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 09:02:57,784 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 09:02:57,797 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 09:02:57,811 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 09:02:57,825 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,841 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,857 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,870 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,884 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,897 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,913 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:57,925 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,939 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,954 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,969 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,983 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:57,999 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,015 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,030 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,046 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,060 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,072 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,087 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,100 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,113 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,127 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,142 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,155 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,168 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,183 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,198 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,213 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,229 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,242 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,255 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,270 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,285 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,300 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,315 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,328 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.902, mIoU: 0.634
2023-07-25 09:02:58,341 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,352 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,367 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,383 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,398 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,412 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,423 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,436 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,452 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,467 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:02:58,481 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,496 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,509 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.902, mIoU: 0.634
2023-07-25 09:02:58,524 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,537 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,552 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:02:58,566 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-25 09:02:58,581 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,596 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,609 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:58,625 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,640 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,655 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,670 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,685 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,700 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,715 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,729 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,744 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,759 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,773 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,788 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,801 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,817 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,831 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,848 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,863 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,874 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,889 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,905 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,920 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:58,933 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,948 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,963 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,976 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:58,991 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,007 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,022 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,036 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.903, mIoU: 0.638
2023-07-25 09:02:59,048 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.903, mIoU: 0.638
2023-07-25 09:02:59,065 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,081 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,096 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,110 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,125 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,140 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,156 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,171 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,184 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,199 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,212 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,227 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 09:02:59,241 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.903, mIoU: 0.639
2023-07-25 09:02:59,253 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.903, mIoU: 0.639
2023-07-25 09:02:59,269 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.903, mIoU: 0.639
2023-07-25 09:02:59,282 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.903, mIoU: 0.639
2023-07-25 09:02:59,296 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.902, mIoU: 0.639
2023-07-25 09:02:59,311 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.902, mIoU: 0.639
2023-07-25 09:02:59,325 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.902, mIoU: 0.640
2023-07-25 09:02:59,339 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,354 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,368 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,381 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,397 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,412 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,428 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,444 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,454 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,469 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,483 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,498 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,514 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,530 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,543 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,558 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 09:02:59,574 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,588 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,605 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,620 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,633 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,648 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,663 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,677 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,690 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,705 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,720 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,735 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,747 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,762 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,778 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,792 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 09:02:59,807 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,822 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.901, mIoU: 0.636
2023-07-25 09:02:59,836 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.901, mIoU: 0.636
2023-07-25 09:02:59,851 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.901, mIoU: 0.636
2023-07-25 09:02:59,865 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,880 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,896 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,912 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,927 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:02:59,943 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:02:59,958 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:02:59,971 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:02:59,986 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.902, mIoU: 0.637
2023-07-25 09:03:00,001 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:03:00,014 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:03:00,027 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:03:00,042 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:00,057 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:00,071 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:00,088 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:00,101 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:00,114 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:00,129 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:00,144 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:00,157 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,171 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,184 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,199 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,213 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,229 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,244 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,259 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,268 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.898, mIoU: 0.629
2023-07-25 09:03:00,284 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,300 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,313 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,327 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,343 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,358 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,371 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,386 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,401 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,416 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,431 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,446 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,463 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,478 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,492 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,507 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,522 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,536 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 09:03:00,549 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,564 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,579 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,594 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,601 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,614 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,627 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,640 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 09:03:00,651 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,667 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,681 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:00,696 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,708 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,722 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,737 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:00,747 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,763 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,776 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:00,792 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:00,808 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,824 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,839 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,850 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,863 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,878 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,893 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,908 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,923 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,936 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,946 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,957 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:00,970 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,982 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:00,997 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 09:03:01,010 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 09:03:01,024 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-25 09:03:01,040 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:01,055 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:01,069 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.899, mIoU: 0.630
2023-07-25 09:03:01,085 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:01,100 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:01,115 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,131 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,146 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,160 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,176 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,191 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,205 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,218 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,233 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,245 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,261 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,274 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,289 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,303 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,321 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,336 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,349 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,364 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,378 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,393 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,408 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,420 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,433 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,448 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:01,464 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:01,480 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 09:03:01,496 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:01,512 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:01,528 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 09:03:01,543 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,559 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,572 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,588 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,599 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,613 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,628 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,641 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,656 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,670 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,685 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,700 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,716 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,731 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:01,745 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,757 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,772 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,784 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,799 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,814 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,827 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,841 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,854 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,868 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,882 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:01,897 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:01,912 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.900, mIoU: 0.632
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2023-07-25 09:03:01,992 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,008 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.900, mIoU: 0.634
2023-07-25 09:03:02,022 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,037 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,049 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,062 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.900, mIoU: 0.631
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2023-07-25 09:03:02,094 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,110 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,124 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,138 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,154 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,169 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,186 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,202 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,217 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-25 09:03:02,233 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:02,248 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:02,263 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:02,278 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:02,293 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:02,307 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,321 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,334 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,348 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.900, mIoU: 0.633
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2023-07-25 09:03:02,377 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,389 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-25 09:03:02,403 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:02,474 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:02,575 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:02,602 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.899, mIoU: 0.633
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2023-07-25 09:03:02,748 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.899, mIoU: 0.631
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2023-07-25 09:03:02,840 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:03,555 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:03,568 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:03,670 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.900, mIoU: 0.632
2023-07-25 09:03:03,682 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.900, mIoU: 0.633
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2023-07-25 09:03:03,752 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.900, mIoU: 0.633
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2023-07-25 09:03:03,808 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.900, mIoU: 0.634
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2023-07-25 09:03:03,870 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.900, mIoU: 0.633
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2023-07-25 09:03:03,898 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.900, mIoU: 0.633
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2023-07-25 09:03:04,001 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.899, mIoU: 0.634
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2023-07-25 09:03:04,156 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:04,171 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:04,186 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:04,199 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:04,215 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.900, mIoU: 0.635
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2023-07-25 09:03:04,257 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:04,272 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.900, mIoU: 0.635
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2023-07-25 09:03:04,312 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.900, mIoU: 0.636
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2023-07-25 09:03:04,396 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:04,411 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.899, mIoU: 0.635
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2023-07-25 09:03:04,451 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.899, mIoU: 0.634
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2023-07-25 09:03:04,524 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.899, mIoU: 0.632
2023-07-25 09:03:04,541 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:04,583 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:04,782 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.899, mIoU: 0.632
2023-07-25 09:03:04,798 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:04,904 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:04,961 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:04,975 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 09:03:04,991 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.899, mIoU: 0.632
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2023-07-25 09:03:05,048 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.899, mIoU: 0.633
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2023-07-25 09:03:05,091 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.900, mIoU: 0.635
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2023-07-25 09:03:05,352 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.899, mIoU: 0.634
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2023-07-25 09:03:05,621 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.900, mIoU: 0.635
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2023-07-25 09:03:06,333 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,345 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,358 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,373 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,388 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,403 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,415 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,430 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,447 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,463 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,478 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,494 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,502 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,517 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,530 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,543 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,558 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,573 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,587 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.899, mIoU: 0.633
2023-07-25 09:03:06,603 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.899, mIoU: 0.633
2023-07-25 09:03:06,618 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.899, mIoU: 0.633
2023-07-25 09:03:06,633 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.899, mIoU: 0.633
2023-07-25 09:03:06,649 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,662 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,676 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,692 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.899, mIoU: 0.633
2023-07-25 09:03:06,707 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,722 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,737 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,754 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,766 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,781 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,795 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,811 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,824 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,837 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,852 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,869 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,886 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.899, mIoU: 0.634
2023-07-25 09:03:06,901 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:06,916 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:06,930 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:06,945 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:06,958 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:06,973 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:06,986 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,002 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.899, mIoU: 0.635
2023-07-25 09:03:07,018 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,033 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,049 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,062 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,078 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,093 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.899, mIoU: 0.636
2023-07-25 09:03:07,109 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,124 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,139 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,154 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,169 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,182 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,197 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,210 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,225 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,240 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,255 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,270 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-25 09:03:07,285 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,299 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,309 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,323 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,336 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,351 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,366 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,380 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,395 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,407 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,416 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,433 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,448 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,463 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,476 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,492 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,507 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,520 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,535 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,550 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,564 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,579 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.900, mIoU: 0.636
2023-07-25 09:03:07,592 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.900, mIoU: 0.637
2023-07-25 09:03:07,607 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.900, mIoU: 0.637
2023-07-25 09:03:07,622 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:03:07,637 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:03:07,650 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:03:07,665 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:03:07,680 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.901, mIoU: 0.637
2023-07-25 09:03:07,695 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.901, mIoU: 0.638
2023-07-25 09:03:07,711 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.901, mIoU: 0.638
2023-07-25 09:03:07,724 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.901, mIoU: 0.638
2023-07-25 09:03:07,738 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.901, mIoU: 0.638
2023-07-25 09:03:07,753 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.901, mIoU: 0.638
2023-07-25 09:03:07,770 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.901, mIoU: 0.639
2023-07-25 09:03:24,540 semantic_segmentation INFO: Iters: 47210/150000 || Lr: 0.014233 || Task Loss: 0.4021 || KD Loss: 0.0958|| 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: 22:17:09 || Estimated Time: 2 days, 0:31:20
2023-07-25 09:03:41,460 semantic_segmentation INFO: Iters: 47220/150000 || Lr: 0.014232 || Task Loss: 0.7396 || KD Loss: 0.2364|| 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: 22:17:25 || Estimated Time: 2 days, 0:31:03
2023-07-25 09:03:58,266 semantic_segmentation INFO: Iters: 47230/150000 || Lr: 0.014231 || Task Loss: 0.4744 || KD Loss: 0.1032|| 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: 22:17:42 || Estimated Time: 2 days, 0:30:46
2023-07-25 09:04:15,203 semantic_segmentation INFO: Iters: 47240/150000 || Lr: 0.014230 || Task Loss: 0.4449 || KD Loss: 0.1233|| 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: 22:17:59 || Estimated Time: 2 days, 0:30:29
2023-07-25 09:04:32,108 semantic_segmentation INFO: Iters: 47250/150000 || Lr: 0.014228 || Task Loss: 0.4776 || KD Loss: 0.1113|| 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: 22:18:16 || Estimated Time: 2 days, 0:30:12
2023-07-25 09:04:48,991 semantic_segmentation INFO: Iters: 47260/150000 || Lr: 0.014227 || Task Loss: 0.4202 || KD Loss: 0.0699|| 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: 22:18:33 || Estimated Time: 2 days, 0:29:54
2023-07-25 09:05:05,928 semantic_segmentation INFO: Iters: 47270/150000 || Lr: 0.014226 || Task Loss: 0.4215 || KD Loss: 0.0645|| 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: 22:18:50 || Estimated Time: 2 days, 0:29:37
2023-07-25 09:05:22,802 semantic_segmentation INFO: Iters: 47280/150000 || Lr: 0.014225 || Task Loss: 0.6093 || KD Loss: 0.2205|| 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: 22:19:07 || Estimated Time: 2 days, 0:29:20
2023-07-25 09:05:39,721 semantic_segmentation INFO: Iters: 47290/150000 || Lr: 0.014223 || Task Loss: 0.5132 || KD Loss: 0.1716|| 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: 22:19:24 || Estimated Time: 2 days, 0:29:03
2023-07-25 09:05:56,694 semantic_segmentation INFO: Iters: 47300/150000 || Lr: 0.014222 || Task Loss: 0.5914 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2661|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:41 || Estimated Time: 2 days, 0:28:46
2023-07-25 09:06:13,989 semantic_segmentation INFO: Iters: 47310/150000 || Lr: 0.014221 || Task Loss: 0.4970 || KD Loss: 0.1356|| 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: 22:19:58 || Estimated Time: 2 days, 0:28:29
2023-07-25 09:06:30,903 semantic_segmentation INFO: Iters: 47320/150000 || Lr: 0.014220 || Task Loss: 0.3526 || KD Loss: 0.0593|| 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: 22:20:15 || Estimated Time: 2 days, 0:28:12
2023-07-25 09:06:47,692 semantic_segmentation INFO: Iters: 47330/150000 || Lr: 0.014218 || Task Loss: 0.3874 || KD Loss: 0.0700|| 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: 22:20:32 || Estimated Time: 2 days, 0:27:55
2023-07-25 09:07:04,646 semantic_segmentation INFO: Iters: 47340/150000 || Lr: 0.014217 || Task Loss: 0.5152 || KD Loss: 0.1190|| 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: 22:20:49 || Estimated Time: 2 days, 0:27:38
2023-07-25 09:07:21,872 semantic_segmentation INFO: Iters: 47350/150000 || Lr: 0.014216 || Task Loss: 0.4960 || KD Loss: 0.1046|| 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: 22:21:06 || Estimated Time: 2 days, 0:27:21
2023-07-25 09:07:39,104 semantic_segmentation INFO: Iters: 47360/150000 || Lr: 0.014215 || Task Loss: 0.5893 || KD Loss: 0.2119|| 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: 22:21:23 || Estimated Time: 2 days, 0:27:05
2023-07-25 09:07:55,926 semantic_segmentation INFO: Iters: 47370/150000 || Lr: 0.014213 || Task Loss: 0.4666 || KD Loss: 0.1262|| 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: 22:21:40 || Estimated Time: 2 days, 0:26:47
2023-07-25 09:08:12,830 semantic_segmentation INFO: Iters: 47380/150000 || Lr: 0.014212 || Task Loss: 0.3331 || KD Loss: 0.0746|| 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: 22:21:57 || Estimated Time: 2 days, 0:26:30
2023-07-25 09:08:29,718 semantic_segmentation INFO: Iters: 47390/150000 || Lr: 0.014211 || Task Loss: 0.4751 || KD Loss: 0.0913|| 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: 22:22:14 || Estimated Time: 2 days, 0:26:13
2023-07-25 09:08:46,701 semantic_segmentation INFO: Iters: 47400/150000 || Lr: 0.014210 || Task Loss: 0.5158 || KD Loss: 0.1254|| 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: 22:22:31 || Estimated Time: 2 days, 0:25:56
2023-07-25 09:09:03,660 semantic_segmentation INFO: Iters: 47410/150000 || Lr: 0.014208 || Task Loss: 0.4792 || KD Loss: 0.1112|| 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: 22:22:48 || Estimated Time: 2 days, 0:25:39
2023-07-25 09:09:20,599 semantic_segmentation INFO: Iters: 47420/150000 || Lr: 0.014207 || Task Loss: 0.4219 || KD Loss: 0.0830|| 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: 22:23:05 || Estimated Time: 2 days, 0:25:22
2023-07-25 09:09:37,492 semantic_segmentation INFO: Iters: 47430/150000 || Lr: 0.014206 || Task Loss: 0.7796 || KD Loss: 0.3054|| 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: 22:23:21 || Estimated Time: 2 days, 0:25:05
2023-07-25 09:09:54,474 semantic_segmentation INFO: Iters: 47440/150000 || Lr: 0.014205 || Task Loss: 0.4700 || KD Loss: 0.1045|| 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: 22:23:38 || Estimated Time: 2 days, 0:24:48
2023-07-25 09:10:11,412 semantic_segmentation INFO: Iters: 47450/150000 || Lr: 0.014203 || Task Loss: 0.5951 || KD Loss: 0.1761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:55 || Estimated Time: 2 days, 0:24:30
2023-07-25 09:10:28,289 semantic_segmentation INFO: Iters: 47460/150000 || Lr: 0.014202 || Task Loss: 0.5319 || KD Loss: 0.1047|| 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: 22:24:12 || Estimated Time: 2 days, 0:24:13
2023-07-25 09:10:45,444 semantic_segmentation INFO: Iters: 47470/150000 || Lr: 0.014201 || Task Loss: 0.5067 || KD Loss: 0.1432|| 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: 22:24:29 || Estimated Time: 2 days, 0:23:57
2023-07-25 09:11:02,904 semantic_segmentation INFO: Iters: 47480/150000 || Lr: 0.014200 || Task Loss: 0.4661 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:24:47 || Estimated Time: 2 days, 0:23:40
2023-07-25 09:11:19,877 semantic_segmentation INFO: Iters: 47490/150000 || Lr: 0.014198 || Task Loss: 0.4679 || KD Loss: 0.1120|| 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: 22:25:04 || Estimated Time: 2 days, 0:23:24
2023-07-25 09:11:36,703 semantic_segmentation INFO: Iters: 47500/150000 || Lr: 0.014197 || Task Loss: 0.4224 || KD Loss: 0.0927|| 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: 22:25:21 || Estimated Time: 2 days, 0:23:06
2023-07-25 09:11:53,674 semantic_segmentation INFO: Iters: 47510/150000 || Lr: 0.014196 || Task Loss: 0.5655 || KD Loss: 0.1747|| 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: 22:25:38 || Estimated Time: 2 days, 0:22:49
2023-07-25 09:12:10,479 semantic_segmentation INFO: Iters: 47520/150000 || Lr: 0.014195 || Task Loss: 0.6147 || KD Loss: 0.2555|| 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: 22:25:54 || Estimated Time: 2 days, 0:22:32
2023-07-25 09:12:27,502 semantic_segmentation INFO: Iters: 47530/150000 || Lr: 0.014193 || Task Loss: 0.3893 || KD Loss: 0.0909|| 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: 22:26:11 || Estimated Time: 2 days, 0:22:15
2023-07-25 09:12:44,473 semantic_segmentation INFO: Iters: 47540/150000 || Lr: 0.014192 || Task Loss: 0.5022 || KD Loss: 0.0903|| 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: 22:26:28 || Estimated Time: 2 days, 0:21:58
2023-07-25 09:13:01,323 semantic_segmentation INFO: Iters: 47550/150000 || Lr: 0.014191 || Task Loss: 0.3099 || KD Loss: 0.0754|| 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: 22:26:45 || Estimated Time: 2 days, 0:21:40
2023-07-25 09:13:18,267 semantic_segmentation INFO: Iters: 47560/150000 || Lr: 0.014190 || Task Loss: 0.4074 || KD Loss: 0.1201|| 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: 22:27:02 || Estimated Time: 2 days, 0:21:23
2023-07-25 09:13:35,081 semantic_segmentation INFO: Iters: 47570/150000 || Lr: 0.014188 || Task Loss: 0.3818 || KD Loss: 0.1037|| 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: 22:27:19 || Estimated Time: 2 days, 0:21:06
2023-07-25 09:13:52,022 semantic_segmentation INFO: Iters: 47580/150000 || Lr: 0.014187 || Task Loss: 0.6777 || KD Loss: 0.2180|| 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: 22:27:36 || Estimated Time: 2 days, 0:20:49
2023-07-25 09:14:08,945 semantic_segmentation INFO: Iters: 47590/150000 || Lr: 0.014186 || Task Loss: 0.5213 || KD Loss: 0.1189|| 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: 22:27:53 || Estimated Time: 2 days, 0:20:32
2023-07-25 09:14:25,877 semantic_segmentation INFO: Iters: 47600/150000 || Lr: 0.014185 || Task Loss: 0.4188 || KD Loss: 0.0755|| 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: 22:28:10 || Estimated Time: 2 days, 0:20:15
2023-07-25 09:14:42,829 semantic_segmentation INFO: Iters: 47610/150000 || Lr: 0.014184 || Task Loss: 0.5616 || KD Loss: 0.1276|| 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: 22:28:27 || Estimated Time: 2 days, 0:19:57
2023-07-25 09:14:59,651 semantic_segmentation INFO: Iters: 47620/150000 || Lr: 0.014182 || Task Loss: 0.4009 || KD Loss: 0.0782|| 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: 22:28:44 || Estimated Time: 2 days, 0:19:40
2023-07-25 09:15:16,856 semantic_segmentation INFO: Iters: 47630/150000 || Lr: 0.014181 || Task Loss: 0.5271 || KD Loss: 0.1646|| 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: 22:29:01 || Estimated Time: 2 days, 0:19:24
2023-07-25 09:15:35,358 semantic_segmentation INFO: Iters: 47640/150000 || Lr: 0.014180 || Task Loss: 0.2983 || KD Loss: 0.0697|| 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: 22:29:19 || Estimated Time: 2 days, 0:19:10
2023-07-25 09:15:54,222 semantic_segmentation INFO: Iters: 47650/150000 || Lr: 0.014179 || Task Loss: 0.3916 || KD Loss: 0.0773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:38 || Estimated Time: 2 days, 0:18:57
2023-07-25 09:16:11,129 semantic_segmentation INFO: Iters: 47660/150000 || Lr: 0.014177 || Task Loss: 0.4971 || KD Loss: 0.1212|| 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: 22:29:55 || Estimated Time: 2 days, 0:18:40
2023-07-25 09:16:27,934 semantic_segmentation INFO: Iters: 47670/150000 || Lr: 0.014176 || Task Loss: 0.4530 || KD Loss: 0.0595|| 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: 22:30:12 || Estimated Time: 2 days, 0:18:22
2023-07-25 09:16:44,868 semantic_segmentation INFO: Iters: 47680/150000 || Lr: 0.014175 || Task Loss: 0.6956 || KD Loss: 0.1772|| 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: 22:30:29 || Estimated Time: 2 days, 0:18:05
2023-07-25 09:17:01,737 semantic_segmentation INFO: Iters: 47690/150000 || Lr: 0.014174 || Task Loss: 0.4260 || KD Loss: 0.1126|| 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: 22:30:46 || Estimated Time: 2 days, 0:17:48
2023-07-25 09:17:18,527 semantic_segmentation INFO: Iters: 47700/150000 || Lr: 0.014172 || Task Loss: 0.5037 || KD Loss: 0.1220|| 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: 22:31:03 || Estimated Time: 2 days, 0:17:31
2023-07-25 09:17:35,370 semantic_segmentation INFO: Iters: 47710/150000 || Lr: 0.014171 || Task Loss: 0.5076 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:19 || Estimated Time: 2 days, 0:17:13
2023-07-25 09:17:52,292 semantic_segmentation INFO: Iters: 47720/150000 || Lr: 0.014170 || Task Loss: 0.5712 || KD Loss: 0.1403|| 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: 22:31:36 || Estimated Time: 2 days, 0:16:56
2023-07-25 09:18:09,203 semantic_segmentation INFO: Iters: 47730/150000 || Lr: 0.014169 || Task Loss: 0.6447 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:53 || Estimated Time: 2 days, 0:16:39
2023-07-25 09:18:26,057 semantic_segmentation INFO: Iters: 47740/150000 || Lr: 0.014167 || Task Loss: 0.4677 || KD Loss: 0.1174|| 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: 22:32:10 || Estimated Time: 2 days, 0:16:22
2023-07-25 09:18:42,884 semantic_segmentation INFO: Iters: 47750/150000 || Lr: 0.014166 || Task Loss: 0.4617 || KD Loss: 0.0919|| 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: 22:32:27 || Estimated Time: 2 days, 0:16:04
2023-07-25 09:18:59,706 semantic_segmentation INFO: Iters: 47760/150000 || Lr: 0.014165 || Task Loss: 0.4449 || KD Loss: 0.0976|| 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: 22:32:44 || Estimated Time: 2 days, 0:15:47
2023-07-25 09:19:16,625 semantic_segmentation INFO: Iters: 47770/150000 || Lr: 0.014164 || Task Loss: 0.4514 || KD Loss: 0.1218|| 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: 22:33:01 || Estimated Time: 2 days, 0:15:30
2023-07-25 09:19:33,465 semantic_segmentation INFO: Iters: 47780/150000 || Lr: 0.014162 || Task Loss: 0.4863 || KD Loss: 0.0911|| 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: 22:33:17 || Estimated Time: 2 days, 0:15:12
2023-07-25 09:19:50,343 semantic_segmentation INFO: Iters: 47790/150000 || Lr: 0.014161 || Task Loss: 0.3955 || 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: 22:33:34 || Estimated Time: 2 days, 0:14:55
2023-07-25 09:20:07,187 semantic_segmentation INFO: Iters: 47800/150000 || Lr: 0.014160 || Task Loss: 0.3439 || KD Loss: 0.0856|| 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: 22:33:51 || Estimated Time: 2 days, 0:14:38
2023-07-25 09:20:24,042 semantic_segmentation INFO: Iters: 47810/150000 || Lr: 0.014159 || Task Loss: 0.7117 || KD Loss: 0.1950|| 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: 22:34:08 || Estimated Time: 2 days, 0:14:20
2023-07-25 09:20:40,858 semantic_segmentation INFO: Iters: 47820/150000 || Lr: 0.014157 || Task Loss: 0.6449 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:25 || Estimated Time: 2 days, 0:14:03
2023-07-25 09:20:58,254 semantic_segmentation INFO: Iters: 47830/150000 || Lr: 0.014156 || Task Loss: 0.4165 || KD Loss: 0.1062|| 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: 22:34:42 || Estimated Time: 2 days, 0:13:47
2023-07-25 09:21:15,047 semantic_segmentation INFO: Iters: 47840/150000 || Lr: 0.014155 || Task Loss: 0.4550 || KD Loss: 0.1024|| 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: 22:34:59 || Estimated Time: 2 days, 0:13:30
2023-07-25 09:21:31,926 semantic_segmentation INFO: Iters: 47850/150000 || Lr: 0.014154 || Task Loss: 0.5207 || KD Loss: 0.1216|| 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: 22:35:16 || Estimated Time: 2 days, 0:13:12
2023-07-25 09:21:48,737 semantic_segmentation INFO: Iters: 47860/150000 || Lr: 0.014152 || Task Loss: 0.5358 || KD Loss: 0.1196|| 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: 22:35:33 || Estimated Time: 2 days, 0:12:55
2023-07-25 09:22:05,652 semantic_segmentation INFO: Iters: 47870/150000 || Lr: 0.014151 || Task Loss: 0.7320 || KD Loss: 0.2863|| 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: 22:35:50 || Estimated Time: 2 days, 0:12:38
2023-07-25 09:22:22,527 semantic_segmentation INFO: Iters: 47880/150000 || Lr: 0.014150 || Task Loss: 0.4212 || KD Loss: 0.1016|| 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: 22:36:07 || Estimated Time: 2 days, 0:12:21
2023-07-25 09:22:39,419 semantic_segmentation INFO: Iters: 47890/150000 || Lr: 0.014149 || Task Loss: 0.2840 || KD Loss: 0.0535|| 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: 22:36:23 || Estimated Time: 2 days, 0:12:03
2023-07-25 09:22:56,193 semantic_segmentation INFO: Iters: 47900/150000 || Lr: 0.014147 || Task Loss: 0.4887 || KD Loss: 0.1235|| 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: 22:36:40 || Estimated Time: 2 days, 0:11:46
2023-07-25 09:23:13,064 semantic_segmentation INFO: Iters: 47910/150000 || Lr: 0.014146 || Task Loss: 0.3839 || KD Loss: 0.0719|| 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: 22:36:57 || Estimated Time: 2 days, 0:11:29
2023-07-25 09:23:30,438 semantic_segmentation INFO: Iters: 47920/150000 || Lr: 0.014145 || Task Loss: 0.4838 || KD Loss: 0.1071|| 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: 22:37:14 || Estimated Time: 2 days, 0:11:12
2023-07-25 09:23:47,390 semantic_segmentation INFO: Iters: 47930/150000 || Lr: 0.014144 || Task Loss: 0.3535 || KD Loss: 0.0843|| 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: 22:37:31 || Estimated Time: 2 days, 0:10:55
2023-07-25 09:24:04,123 semantic_segmentation INFO: Iters: 47940/150000 || Lr: 0.014142 || Task Loss: 0.5206 || KD Loss: 0.1212|| 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: 22:37:48 || Estimated Time: 2 days, 0:10:38
2023-07-25 09:24:21,019 semantic_segmentation INFO: Iters: 47950/150000 || Lr: 0.014141 || Task Loss: 0.3471 || KD Loss: 0.0673|| 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: 22:38:05 || Estimated Time: 2 days, 0:10:21
2023-07-25 09:24:37,855 semantic_segmentation INFO: Iters: 47960/150000 || Lr: 0.014140 || Task Loss: 0.4898 || KD Loss: 0.1435|| 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: 22:38:22 || Estimated Time: 2 days, 0:10:03
2023-07-25 09:24:54,739 semantic_segmentation INFO: Iters: 47970/150000 || Lr: 0.014139 || Task Loss: 0.6309 || KD Loss: 0.1150|| 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: 22:38:39 || Estimated Time: 2 days, 0:09:46
2023-07-25 09:25:11,622 semantic_segmentation INFO: Iters: 47980/150000 || Lr: 0.014137 || Task Loss: 0.5004 || KD Loss: 0.1067|| 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: 22:38:56 || Estimated Time: 2 days, 0:09:29
2023-07-25 09:25:28,454 semantic_segmentation INFO: Iters: 47990/150000 || Lr: 0.014136 || Task Loss: 0.3982 || KD Loss: 0.1111|| 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: 22:39:12 || Estimated Time: 2 days, 0:09:12
2023-07-25 09:25:45,339 semantic_segmentation INFO: Iters: 48000/150000 || Lr: 0.014135 || Task Loss: 0.4929 || KD Loss: 0.1200|| 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: 22:39:29 || Estimated Time: 2 days, 0:08:54
2023-07-25 09:25:45,453 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 09:25:45,903 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.079
2023-07-25 09:25:45,919 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.930, mIoU: 0.114
2023-07-25 09:25:45,943 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.938, mIoU: 0.135
2023-07-25 09:25:45,956 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.931, mIoU: 0.133
2023-07-25 09:25:45,969 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.920, mIoU: 0.207
2023-07-25 09:25:45,981 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.929, mIoU: 0.252
2023-07-25 09:25:45,994 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.918, mIoU: 0.279
2023-07-25 09:25:46,008 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.284
2023-07-25 09:25:46,020 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.921, mIoU: 0.313
2023-07-25 09:25:46,034 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.922, mIoU: 0.340
2023-07-25 09:25:46,047 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.915, mIoU: 0.376
2023-07-25 09:25:46,062 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.922, mIoU: 0.408
2023-07-25 09:25:46,076 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.891, mIoU: 0.396
2023-07-25 09:25:46,089 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.893, mIoU: 0.387
2023-07-25 09:25:46,104 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-25 09:25:46,116 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.883, mIoU: 0.378
2023-07-25 09:25:46,127 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.876, mIoU: 0.372
2023-07-25 09:25:46,140 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.881, mIoU: 0.373
2023-07-25 09:25:46,154 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.882, mIoU: 0.362
2023-07-25 09:25:46,169 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.884, mIoU: 0.404
2023-07-25 09:25:46,184 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.405
2023-07-25 09:25:46,198 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.889, mIoU: 0.414
2023-07-25 09:25:46,213 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.888, mIoU: 0.453
2023-07-25 09:25:46,228 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.892, mIoU: 0.458
2023-07-25 09:25:46,243 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.893, mIoU: 0.459
2023-07-25 09:25:46,256 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.891, mIoU: 0.454
2023-07-25 09:25:46,271 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.893, mIoU: 0.460
2023-07-25 09:25:46,282 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-25 09:25:46,297 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.891, mIoU: 0.448
2023-07-25 09:25:46,311 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.895, mIoU: 0.448
2023-07-25 09:25:46,325 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.898, mIoU: 0.449
2023-07-25 09:25:46,339 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.900, mIoU: 0.451
2023-07-25 09:25:46,354 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.903, mIoU: 0.454
2023-07-25 09:25:46,368 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.904, mIoU: 0.452
2023-07-25 09:25:46,383 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.887, mIoU: 0.476
2023-07-25 09:25:46,398 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.889, mIoU: 0.476
2023-07-25 09:25:46,411 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.892, mIoU: 0.479
2023-07-25 09:25:46,424 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.894, mIoU: 0.484
2023-07-25 09:25:46,439 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.896, mIoU: 0.491
2023-07-25 09:25:46,452 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.896, mIoU: 0.489
2023-07-25 09:25:46,465 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.897, mIoU: 0.514
2023-07-25 09:25:46,479 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.900, mIoU: 0.514
2023-07-25 09:25:46,494 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.509
2023-07-25 09:25:46,508 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.899, mIoU: 0.509
2023-07-25 09:25:46,524 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.505
2023-07-25 09:25:46,539 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.899, mIoU: 0.509
2023-07-25 09:25:46,553 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.512
2023-07-25 09:25:46,565 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.512
2023-07-25 09:25:46,585 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.902, mIoU: 0.517
2023-07-25 09:25:46,602 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.902, mIoU: 0.517
2023-07-25 09:25:46,618 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.901, mIoU: 0.513
2023-07-25 09:25:46,633 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.903, mIoU: 0.513
2023-07-25 09:25:46,646 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.904, mIoU: 0.509
2023-07-25 09:25:46,662 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-25 09:25:46,677 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.902, mIoU: 0.506
2023-07-25 09:25:46,691 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.903, mIoU: 0.507
2023-07-25 09:25:46,706 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.903, mIoU: 0.507
2023-07-25 09:25:46,724 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.905, mIoU: 0.506
2023-07-25 09:25:46,737 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.906, mIoU: 0.509
2023-07-25 09:25:46,752 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.513
2023-07-25 09:25:46,766 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.897, mIoU: 0.516
2023-07-25 09:25:46,781 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.897, mIoU: 0.512
2023-07-25 09:25:46,794 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.512
2023-07-25 09:25:46,812 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.900, mIoU: 0.517
2023-07-25 09:25:46,825 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.901, mIoU: 0.526
2023-07-25 09:25:46,841 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.901, mIoU: 0.525
2023-07-25 09:25:46,856 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.902, mIoU: 0.525
2023-07-25 09:25:46,869 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.903, mIoU: 0.553
2023-07-25 09:25:46,884 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.555
2023-07-25 09:25:46,900 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.899, mIoU: 0.550
2023-07-25 09:25:46,916 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.899, mIoU: 0.575
2023-07-25 09:25:46,929 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.900, mIoU: 0.575
2023-07-25 09:25:46,944 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.899, mIoU: 0.567
2023-07-25 09:25:46,959 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.900, mIoU: 0.565
2023-07-25 09:25:46,973 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.901, mIoU: 0.585
2023-07-25 09:25:46,988 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.903, mIoU: 0.585
2023-07-25 09:25:47,003 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.898, mIoU: 0.581
2023-07-25 09:25:47,012 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 09:25:47,027 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.897, mIoU: 0.588
2023-07-25 09:25:47,044 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:25:47,056 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.886, mIoU: 0.558
2023-07-25 09:25:47,072 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.887, mIoU: 0.561
2023-07-25 09:25:47,088 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.885, mIoU: 0.554
2023-07-25 09:25:47,104 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.882, mIoU: 0.535
2023-07-25 09:25:47,120 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.883, mIoU: 0.537
2023-07-25 09:25:47,136 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.884, mIoU: 0.540
2023-07-25 09:25:47,151 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.885, mIoU: 0.542
2023-07-25 09:25:47,167 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:25:47,182 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 09:25:47,196 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.885, mIoU: 0.535
2023-07-25 09:25:47,211 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.537
2023-07-25 09:25:47,227 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.887, mIoU: 0.538
2023-07-25 09:25:47,243 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.544
2023-07-25 09:25:47,258 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.886, mIoU: 0.553
2023-07-25 09:25:47,273 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.553
2023-07-25 09:25:47,289 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.886, mIoU: 0.553
2023-07-25 09:25:47,302 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.553
2023-07-25 09:25:47,315 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.888, mIoU: 0.554
2023-07-25 09:25:47,329 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.889, mIoU: 0.554
2023-07-25 09:25:47,342 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 09:25:47,357 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.890, mIoU: 0.560
2023-07-25 09:25:47,371 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 09:25:47,384 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.890, mIoU: 0.552
2023-07-25 09:25:47,399 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.888, mIoU: 0.551
2023-07-25 09:25:47,414 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 09:25:47,426 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 09:25:47,441 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.889, mIoU: 0.552
2023-07-25 09:25:47,455 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.889, mIoU: 0.551
2023-07-25 09:25:47,468 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.888, mIoU: 0.545
2023-07-25 09:25:47,481 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.888, mIoU: 0.544
2023-07-25 09:25:47,493 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.888, mIoU: 0.546
2023-07-25 09:25:47,506 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.889, mIoU: 0.548
2023-07-25 09:25:47,521 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.890, mIoU: 0.547
2023-07-25 09:25:47,537 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.887, mIoU: 0.546
2023-07-25 09:25:47,552 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.888, mIoU: 0.549
2023-07-25 09:25:47,566 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.889, mIoU: 0.550
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2023-07-25 09:25:53,353 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 09:25:53,366 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 09:25:53,380 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 09:25:53,395 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.890, mIoU: 0.561
2023-07-25 09:25:53,409 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.889, mIoU: 0.560
2023-07-25 09:25:53,424 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 09:25:53,439 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 09:25:53,452 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 09:25:53,467 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 09:25:53,481 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.890, mIoU: 0.562
2023-07-25 09:25:53,495 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.890, mIoU: 0.563
2023-07-25 09:25:53,510 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.890, mIoU: 0.564
2023-07-25 09:25:53,521 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:53,536 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:53,549 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:53,561 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,573 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,588 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,603 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,618 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,633 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,641 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,656 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,671 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,687 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,702 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,716 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,729 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,742 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:53,757 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,772 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,787 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,799 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,812 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:53,827 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,840 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:53,855 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:53,870 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:53,885 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:53,901 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:53,917 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:53,930 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:53,946 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,961 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:53,975 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.890, mIoU: 0.570
2023-07-25 09:25:53,990 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,005 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:54,021 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,036 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,049 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:54,064 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:54,079 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:54,095 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,104 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 09:25:54,119 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,134 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:54,146 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,161 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,175 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:54,190 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,204 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,218 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,231 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,243 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.889, mIoU: 0.564
2023-07-25 09:25:54,255 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.889, mIoU: 0.565
2023-07-25 09:25:54,270 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,285 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,301 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,315 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.890, mIoU: 0.565
2023-07-25 09:25:54,330 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,343 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,358 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,375 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,388 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:54,403 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,418 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,432 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,447 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,461 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,473 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 09:25:54,488 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,502 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,516 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,531 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,546 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,558 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,572 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.891, mIoU: 0.566
2023-07-25 09:25:54,587 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 09:25:54,602 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,614 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,629 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,643 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,658 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.890, mIoU: 0.567
2023-07-25 09:25:54,673 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.891, mIoU: 0.567
2023-07-25 09:25:54,689 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,705 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:54,720 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:54,735 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:54,750 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,763 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.890, mIoU: 0.566
2023-07-25 09:25:54,778 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,793 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:54,809 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:54,821 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,838 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,853 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,870 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,886 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,901 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,916 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,931 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:54,946 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:54,960 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:54,974 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.891, mIoU: 0.574
2023-07-25 09:25:54,988 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,003 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,020 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:55,035 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:55,049 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:55,059 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:55,072 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:55,086 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.890, mIoU: 0.569
2023-07-25 09:25:55,100 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.890, mIoU: 0.568
2023-07-25 09:25:55,115 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,128 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,141 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,156 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,174 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,190 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.891, mIoU: 0.568
2023-07-25 09:25:55,206 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,219 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,233 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,246 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,261 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,276 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,291 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:55,306 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.891, mIoU: 0.570
2023-07-25 09:25:55,321 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:55,336 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.891, mIoU: 0.569
2023-07-25 09:25:55,349 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 09:25:55,364 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 09:25:55,380 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:55,392 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.891, mIoU: 0.571
2023-07-25 09:25:55,405 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,419 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,435 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.891, mIoU: 0.572
2023-07-25 09:25:55,450 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,463 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,477 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,493 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,508 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,521 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.892, mIoU: 0.570
2023-07-25 09:25:55,534 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,542 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,558 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.892, mIoU: 0.571
2023-07-25 09:25:55,573 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,589 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,604 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.892, mIoU: 0.572
2023-07-25 09:25:55,619 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.892, mIoU: 0.572
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2023-07-25 09:25:55,841 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.893, mIoU: 0.577
2023-07-25 09:25:55,856 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.893, mIoU: 0.577
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2023-07-25 09:25:55,906 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-25 09:25:55,983 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-25 09:25:56,011 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,027 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,042 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.894, mIoU: 0.578
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2023-07-25 09:25:56,076 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,091 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:25:56,106 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:25:56,119 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,131 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,144 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,158 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,175 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,188 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:56,201 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:25:56,216 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,229 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,244 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,258 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,272 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,285 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,299 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,312 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,326 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,340 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,354 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,371 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,384 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,400 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,416 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,429 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:25:56,442 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,457 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,473 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,488 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,503 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:25:56,515 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,528 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,542 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,555 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:25:56,570 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 09:25:56,587 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:56,600 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:56,615 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:56,627 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,643 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,659 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,673 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,687 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,702 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,717 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:56,730 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:56,746 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,761 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,775 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,788 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:56,804 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:56,819 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:56,836 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,848 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,862 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,876 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:56,891 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,904 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,917 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,932 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,947 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,960 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,976 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:56,991 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,007 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,023 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,036 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,048 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,062 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,076 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,089 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,102 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,117 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,131 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,144 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,158 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,173 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,189 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,206 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,220 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 09:25:57,233 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,248 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 09:25:57,263 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,278 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,293 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,306 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,319 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,331 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,346 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,362 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,377 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,391 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,402 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,415 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 09:25:57,430 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,445 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,458 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,473 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 09:25:57,486 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.894, mIoU: 0.568
2023-07-25 09:25:57,501 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,514 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,528 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,542 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,557 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,572 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,585 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,601 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,616 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,632 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,646 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,662 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,676 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,691 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,706 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,721 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,736 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,749 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,762 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,774 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,790 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:57,803 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,819 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.893, mIoU: 0.568
2023-07-25 09:25:57,834 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,845 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,859 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,876 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,890 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,903 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,918 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,932 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.893, mIoU: 0.569
2023-07-25 09:25:57,945 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,959 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.894, mIoU: 0.569
2023-07-25 09:25:57,974 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.894, mIoU: 0.570
2023-07-25 09:25:57,989 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:58,002 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.894, mIoU: 0.571
2023-07-25 09:25:58,013 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,030 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,044 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 09:25:58,059 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 09:25:58,072 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 09:25:58,087 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.893, mIoU: 0.570
2023-07-25 09:25:58,101 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,116 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,130 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,143 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,158 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,171 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,186 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,201 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,216 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,232 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,246 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,261 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,275 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,290 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,305 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,320 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,334 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,348 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,364 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,379 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,395 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,410 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,419 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,433 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,446 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,461 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,476 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,492 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.893, mIoU: 0.571
2023-07-25 09:25:58,505 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,520 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,535 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,549 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,565 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,581 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,595 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,610 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,625 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:58,641 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,654 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,669 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,684 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:58,699 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:58,712 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:58,727 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:58,742 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:58,755 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:58,770 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,784 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:58,797 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:58,811 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:58,824 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 09:25:58,837 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,852 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,867 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,882 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 09:25:58,897 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.893, mIoU: 0.574
2023-07-25 09:25:58,912 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,925 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,938 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:58,952 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,965 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:58,978 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:58,992 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,007 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,022 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,038 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,051 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.893, mIoU: 0.573
2023-07-25 09:25:59,064 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,080 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,095 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,108 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,123 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:59,136 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:59,151 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:59,165 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.893, mIoU: 0.572
2023-07-25 09:25:59,181 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,196 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,212 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,221 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,238 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,254 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,267 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,281 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,296 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,311 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,324 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,339 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,354 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,369 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,385 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,400 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,416 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,431 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,444 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,459 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.895, mIoU: 0.572
2023-07-25 09:25:59,473 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.895, mIoU: 0.573
2023-07-25 09:25:59,487 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.894, mIoU: 0.572
2023-07-25 09:25:59,500 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,514 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,529 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,543 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,550 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,563 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,576 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.894, mIoU: 0.573
2023-07-25 09:25:59,588 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:59,600 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.894, mIoU: 0.574
2023-07-25 09:25:59,615 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 09:25:59,630 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 09:25:59,645 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.894, mIoU: 0.575
2023-07-25 09:25:59,657 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.894, mIoU: 0.576
2023-07-25 09:25:59,670 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 09:25:59,685 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 09:25:59,696 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 09:25:59,712 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 09:25:59,725 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:25:59,740 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,756 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,771 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,786 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,798 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,810 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,825 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,839 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:25:59,853 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:25:59,867 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,881 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,891 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,901 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 09:25:59,914 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,925 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,939 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.896, mIoU: 0.579
2023-07-25 09:25:59,951 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,966 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:25:59,980 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:25:59,995 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:00,009 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:00,024 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,039 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,054 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,070 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,084 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,099 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.896, mIoU: 0.580
2023-07-25 09:26:00,115 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,131 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,143 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,156 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,172 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,184 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,200 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,213 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,229 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,246 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,263 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,279 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,293 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,308 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,323 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,337 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,352 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,365 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,379 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,394 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,409 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 09:26:00,424 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 09:26:00,438 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,453 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,468 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,483 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,498 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,511 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.897, mIoU: 0.585
2023-07-25 09:26:00,526 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,536 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,549 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,563 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,575 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,590 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,605 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.897, mIoU: 0.584
2023-07-25 09:26:00,619 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,635 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,650 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,665 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,680 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,692 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,707 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,720 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,734 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,749 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,761 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,776 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,789 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.897, mIoU: 0.583
2023-07-25 09:26:00,803 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,818 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,834 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,849 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,864 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,878 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,890 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,906 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:00,919 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,932 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,948 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:00,962 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,977 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:00,990 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,003 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,018 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:01,034 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,049 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,062 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,075 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,090 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,105 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,120 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:01,135 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.896, mIoU: 0.581
2023-07-25 09:26:01,150 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,164 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,178 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,193 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,208 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:01,223 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,238 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,254 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,268 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,283 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,298 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,313 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,326 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:01,341 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,355 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,371 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,385 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,400 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,415 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,429 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,444 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,459 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,474 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,487 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,502 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,517 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,530 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,545 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,557 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,566 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,581 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,595 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,608 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:01,623 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:01,638 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,651 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:26:01,664 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:26:01,679 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,694 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:26:01,709 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,726 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,740 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,757 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,772 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,785 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:01,800 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,815 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,830 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,842 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,855 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,870 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,885 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 09:26:01,914 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,927 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:01,942 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,955 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,968 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,982 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:01,997 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.895, mIoU: 0.581
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2023-07-25 09:26:02,026 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,039 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,053 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,069 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:02,084 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:02,099 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:02,112 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:02,128 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,141 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,154 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,167 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,183 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,198 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,213 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,228 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,238 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,252 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,270 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,285 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,298 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,312 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.896, mIoU: 0.582
2023-07-25 09:26:02,328 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,343 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,355 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:02,369 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,384 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:02,397 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,412 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,424 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.895, mIoU: 0.582
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2023-07-25 09:26:02,480 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,495 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-25 09:26:02,521 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,536 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,548 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,562 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,577 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-25 09:26:02,606 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:02,618 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:02,630 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,645 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:02,659 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:02,673 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:02,686 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:02,701 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.896, mIoU: 0.584
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2023-07-25 09:26:02,830 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.895, mIoU: 0.583
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2023-07-25 09:26:02,871 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.895, mIoU: 0.584
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2023-07-25 09:26:02,902 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:02,917 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:02,932 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:02,947 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:02,960 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-25 09:26:02,975 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.894, mIoU: 0.584
2023-07-25 09:26:02,988 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,002 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,017 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,032 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,045 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,059 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,071 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,085 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,101 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,116 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,129 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,144 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,160 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,175 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,187 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,202 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,216 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,227 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,242 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,257 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,272 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,286 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,299 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,313 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,327 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,342 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,355 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,370 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,383 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,397 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,411 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,426 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.895, mIoU: 0.585
2023-07-25 09:26:03,440 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.895, mIoU: 0.586
2023-07-25 09:26:03,455 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,471 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,484 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,499 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,513 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,528 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,542 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:03,555 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,568 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,584 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,599 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,614 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,626 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,639 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,654 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,668 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,681 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,694 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,709 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,724 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,739 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,754 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,769 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,784 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,798 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,812 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,827 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,840 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,855 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,870 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,886 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:03,901 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:03,915 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-25 09:26:03,930 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.894, mIoU: 0.581
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2023-07-25 09:26:03,958 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.894, mIoU: 0.581
2023-07-25 09:26:03,973 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-25 09:26:03,987 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:04,002 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,016 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.894, mIoU: 0.582
2023-07-25 09:26:04,031 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.894, mIoU: 0.581
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2023-07-25 09:26:04,101 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,114 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,129 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.895, mIoU: 0.581
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2023-07-25 09:26:04,175 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,190 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:04,205 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:04,220 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:04,233 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:04,246 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.894, mIoU: 0.580
2023-07-25 09:26:04,259 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:04,272 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:04,286 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,302 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,318 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,331 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,344 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,359 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,370 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,385 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,401 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,416 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,431 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.895, mIoU: 0.581
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2023-07-25 09:26:04,460 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,475 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:04,490 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:04,503 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:04,519 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:04,534 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:04,550 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,563 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,578 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,594 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,608 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,623 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,639 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,654 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,669 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,684 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,698 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:04,711 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,726 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:04,741 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:04,756 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,771 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:04,785 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,800 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,816 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.895, mIoU: 0.583
2023-07-25 09:26:04,826 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.895, mIoU: 0.584
2023-07-25 09:26:04,840 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:04,853 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:04,866 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:04,883 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,898 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,912 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,925 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,938 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,952 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,967 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,981 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:04,996 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,011 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.896, mIoU: 0.583
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2023-07-25 09:26:05,038 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,054 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,067 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:05,082 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,096 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,109 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:05,124 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:05,136 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:05,151 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.896, mIoU: 0.584
2023-07-25 09:26:05,166 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,180 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,195 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,208 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,220 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,234 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.896, mIoU: 0.583
2023-07-25 09:26:05,249 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,263 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,275 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,289 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,304 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,319 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,334 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,346 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,361 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,378 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,393 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,408 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,424 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,432 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.895, mIoU: 0.581
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2023-07-25 09:26:05,459 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,472 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,487 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.895, mIoU: 0.582
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2023-07-25 09:26:05,531 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.895, mIoU: 0.582
2023-07-25 09:26:05,547 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.895, mIoU: 0.582
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2023-07-25 09:26:05,577 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:05,590 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:05,605 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.894, mIoU: 0.579
2023-07-25 09:26:05,622 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,637 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,653 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,668 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,685 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:05,698 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:05,713 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.895, mIoU: 0.580
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2023-07-25 09:26:05,756 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:05,770 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:05,785 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,800 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,814 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:05,829 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,844 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,858 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,873 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,886 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,901 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:05,914 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:26:05,929 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.894, mIoU: 0.577
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2023-07-25 09:26:05,959 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 09:26:05,974 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 09:26:05,987 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,003 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,017 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.894, mIoU: 0.578
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2023-07-25 09:26:06,048 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 09:26:06,121 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,134 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,149 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,163 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,178 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,193 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,208 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,222 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:06,232 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:06,247 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:06,259 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:06,274 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.894, mIoU: 0.577
2023-07-25 09:26:06,289 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:26:06,304 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:26:06,321 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:26:06,332 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:26:06,342 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,358 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,373 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,388 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,401 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,416 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 09:26:06,443 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.895, mIoU: 0.578
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2023-07-25 09:26:06,472 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,486 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,501 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.895, mIoU: 0.578
2023-07-25 09:26:06,513 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,528 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,542 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,557 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,570 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,585 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,600 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.895, mIoU: 0.579
2023-07-25 09:26:06,615 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:06,633 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:06,646 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:06,660 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:06,676 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.895, mIoU: 0.580
2023-07-25 09:26:06,693 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.895, mIoU: 0.581
2023-07-25 09:26:23,476 semantic_segmentation INFO: Iters: 48010/150000 || Lr: 0.014134 || Task Loss: 0.4571 || KD Loss: 0.1144|| 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: 22:40:07 || Estimated Time: 2 days, 0:09:22
2023-07-25 09:26:40,293 semantic_segmentation INFO: Iters: 48020/150000 || Lr: 0.014132 || Task Loss: 0.5752 || KD Loss: 0.1830|| 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: 22:40:24 || Estimated Time: 2 days, 0:09:05
2023-07-25 09:26:57,084 semantic_segmentation INFO: Iters: 48030/150000 || Lr: 0.014131 || Task Loss: 0.3916 || KD Loss: 0.0833|| 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: 22:40:41 || Estimated Time: 2 days, 0:08:47
2023-07-25 09:27:14,027 semantic_segmentation INFO: Iters: 48040/150000 || Lr: 0.014130 || Task Loss: 0.5421 || KD Loss: 0.1001|| 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: 22:40:58 || Estimated Time: 2 days, 0:08:30
2023-07-25 09:27:30,996 semantic_segmentation INFO: Iters: 48050/150000 || Lr: 0.014129 || Task Loss: 0.3930 || KD Loss: 0.0768|| 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: 22:41:15 || Estimated Time: 2 days, 0:08:13
2023-07-25 09:27:47,893 semantic_segmentation INFO: Iters: 48060/150000 || Lr: 0.014127 || Task Loss: 0.4922 || KD Loss: 0.1185|| 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: 22:41:32 || Estimated Time: 2 days, 0:07:56
2023-07-25 09:28:04,838 semantic_segmentation INFO: Iters: 48070/150000 || Lr: 0.014126 || Task Loss: 0.5121 || KD Loss: 0.1082|| 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: 22:41:49 || Estimated Time: 2 days, 0:07:39
2023-07-25 09:28:21,775 semantic_segmentation INFO: Iters: 48080/150000 || Lr: 0.014125 || Task Loss: 0.5963 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 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, 0:07:22
2023-07-25 09:28:38,594 semantic_segmentation INFO: Iters: 48090/150000 || Lr: 0.014124 || Task Loss: 0.5096 || KD Loss: 0.1114|| 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: 22:42:23 || Estimated Time: 2 days, 0:07:04
2023-07-25 09:28:55,440 semantic_segmentation INFO: Iters: 48100/150000 || Lr: 0.014122 || Task Loss: 0.4740 || KD Loss: 0.1035|| 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: 22:42:39 || Estimated Time: 2 days, 0:06:47
2023-07-25 09:29:12,294 semantic_segmentation INFO: Iters: 48110/150000 || Lr: 0.014121 || Task Loss: 0.6770 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:42:56 || Estimated Time: 2 days, 0:06:30
2023-07-25 09:29:29,256 semantic_segmentation INFO: Iters: 48120/150000 || Lr: 0.014120 || Task Loss: 0.6467 || KD Loss: 0.2532|| 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: 22:43:13 || Estimated Time: 2 days, 0:06:13
2023-07-25 09:29:46,020 semantic_segmentation INFO: Iters: 48130/150000 || Lr: 0.014119 || Task Loss: 0.4966 || KD Loss: 0.0990|| 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: 22:43:30 || Estimated Time: 2 days, 0:05:55
2023-07-25 09:30:02,833 semantic_segmentation INFO: Iters: 48140/150000 || Lr: 0.014117 || Task Loss: 0.5282 || KD Loss: 0.1819|| 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: 22:43:47 || Estimated Time: 2 days, 0:05:38
2023-07-25 09:30:20,212 semantic_segmentation INFO: Iters: 48150/150000 || Lr: 0.014116 || Task Loss: 0.3487 || KD Loss: 0.0711|| 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: 22:44:04 || Estimated Time: 2 days, 0:05:22
2023-07-25 09:30:37,046 semantic_segmentation INFO: Iters: 48160/150000 || Lr: 0.014115 || Task Loss: 0.4821 || KD Loss: 0.1326|| 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: 22:44:21 || Estimated Time: 2 days, 0:05:04
2023-07-25 09:30:54,042 semantic_segmentation INFO: Iters: 48170/150000 || Lr: 0.014114 || Task Loss: 0.5099 || KD Loss: 0.1025|| 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: 22:44:38 || Estimated Time: 2 days, 0:04:47
2023-07-25 09:31:10,738 semantic_segmentation INFO: Iters: 48180/150000 || Lr: 0.014112 || Task Loss: 0.4190 || KD Loss: 0.0756|| 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: 22:44:55 || Estimated Time: 2 days, 0:04:30
2023-07-25 09:31:28,196 semantic_segmentation INFO: Iters: 48190/150000 || Lr: 0.014111 || Task Loss: 0.4342 || KD Loss: 0.1283|| 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: 22:45:12 || Estimated Time: 2 days, 0:04:14
2023-07-25 09:31:45,105 semantic_segmentation INFO: Iters: 48200/150000 || Lr: 0.014110 || Task Loss: 0.4126 || KD Loss: 0.1410|| 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: 22:45:29 || Estimated Time: 2 days, 0:03:56
2023-07-25 09:32:01,813 semantic_segmentation INFO: Iters: 48210/150000 || Lr: 0.014109 || Task Loss: 0.3990 || KD Loss: 0.0672|| 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: 22:45:46 || Estimated Time: 2 days, 0:03:39
2023-07-25 09:32:18,628 semantic_segmentation INFO: Iters: 48220/150000 || Lr: 0.014107 || Task Loss: 0.3348 || KD Loss: 0.0661|| 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: 22:46:03 || Estimated Time: 2 days, 0:03:21
2023-07-25 09:32:35,569 semantic_segmentation INFO: Iters: 48230/150000 || Lr: 0.014106 || Task Loss: 0.4372 || KD Loss: 0.1051|| 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: 22:46:20 || Estimated Time: 2 days, 0:03:04
2023-07-25 09:32:52,627 semantic_segmentation INFO: Iters: 48240/150000 || Lr: 0.014105 || Task Loss: 0.4915 || KD Loss: 0.1547|| 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: 22:46:37 || Estimated Time: 2 days, 0:02:47
2023-07-25 09:33:09,417 semantic_segmentation INFO: Iters: 48250/150000 || Lr: 0.014104 || Task Loss: 0.4907 || KD Loss: 0.1624|| 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: 22:46:53 || Estimated Time: 2 days, 0:02:30
2023-07-25 09:33:26,212 semantic_segmentation INFO: Iters: 48260/150000 || Lr: 0.014102 || Task Loss: 0.4244 || KD Loss: 0.0608|| 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: 22:47:10 || Estimated Time: 2 days, 0:02:13
2023-07-25 09:33:43,145 semantic_segmentation INFO: Iters: 48270/150000 || Lr: 0.014101 || Task Loss: 0.3773 || KD Loss: 0.0854|| 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: 22:47:27 || Estimated Time: 2 days, 0:01:55
2023-07-25 09:34:00,000 semantic_segmentation INFO: Iters: 48280/150000 || Lr: 0.014100 || Task Loss: 0.5896 || KD Loss: 0.1663|| 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: 22:47:44 || Estimated Time: 2 days, 0:01:38
2023-07-25 09:34:16,872 semantic_segmentation INFO: Iters: 48290/150000 || Lr: 0.014099 || Task Loss: 0.2887 || KD Loss: 0.0515|| 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: 22:48:01 || Estimated Time: 2 days, 0:01:21
2023-07-25 09:34:33,788 semantic_segmentation INFO: Iters: 48300/150000 || Lr: 0.014097 || Task Loss: 0.7351 || KD Loss: 0.2541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:48:18 || Estimated Time: 2 days, 0:01:04
2023-07-25 09:34:50,774 semantic_segmentation INFO: Iters: 48310/150000 || Lr: 0.014096 || Task Loss: 0.5896 || KD Loss: 0.1735|| 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: 22:48:35 || Estimated Time: 2 days, 0:00:47
2023-07-25 09:35:07,848 semantic_segmentation INFO: Iters: 48320/150000 || Lr: 0.014095 || Task Loss: 0.5398 || KD Loss: 0.1039|| 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: 22:48:52 || Estimated Time: 2 days, 0:00:30
2023-07-25 09:35:24,763 semantic_segmentation INFO: Iters: 48330/150000 || Lr: 0.014094 || Task Loss: 0.6469 || KD Loss: 0.2207|| 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: 22:49:09 || Estimated Time: 2 days, 0:00:13
2023-07-25 09:35:41,785 semantic_segmentation INFO: Iters: 48340/150000 || Lr: 0.014092 || Task Loss: 0.6513 || KD Loss: 0.1411|| 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: 22:49:26 || Estimated Time: 1 day, 23:59:56
2023-07-25 09:35:59,096 semantic_segmentation INFO: Iters: 48350/150000 || Lr: 0.014091 || Task Loss: 0.5293 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:43 || Estimated Time: 1 day, 23:59:39
2023-07-25 09:36:16,003 semantic_segmentation INFO: Iters: 48360/150000 || Lr: 0.014090 || Task Loss: 0.5572 || KD Loss: 0.1296|| 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: 22:50:00 || Estimated Time: 1 day, 23:59:22
2023-07-25 09:36:32,901 semantic_segmentation INFO: Iters: 48370/150000 || Lr: 0.014089 || Task Loss: 0.6461 || KD Loss: 0.1942|| 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: 22:50:17 || Estimated Time: 1 day, 23:59:05
2023-07-25 09:36:49,771 semantic_segmentation INFO: Iters: 48380/150000 || Lr: 0.014087 || Task Loss: 0.4336 || KD Loss: 0.1041|| 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: 22:50:34 || Estimated Time: 1 day, 23:58:48
2023-07-25 09:37:06,624 semantic_segmentation INFO: Iters: 48390/150000 || Lr: 0.014086 || Task Loss: 0.5730 || KD Loss: 0.2186|| 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: 22:50:51 || Estimated Time: 1 day, 23:58:30
2023-07-25 09:37:23,528 semantic_segmentation INFO: Iters: 48400/150000 || Lr: 0.014085 || Task Loss: 0.4824 || KD Loss: 0.1490|| 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: 22:51:08 || Estimated Time: 1 day, 23:58:13
2023-07-25 09:37:40,346 semantic_segmentation INFO: Iters: 48410/150000 || Lr: 0.014084 || Task Loss: 0.3940 || KD Loss: 0.0723|| 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: 22:51:24 || Estimated Time: 1 day, 23:57:56
2023-07-25 09:37:57,149 semantic_segmentation INFO: Iters: 48420/150000 || Lr: 0.014082 || Task Loss: 0.4858 || KD Loss: 0.1911|| 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: 22:51:41 || Estimated Time: 1 day, 23:57:38
2023-07-25 09:38:14,037 semantic_segmentation INFO: Iters: 48430/150000 || Lr: 0.014081 || Task Loss: 0.3548 || KD Loss: 0.0607|| 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: 22:51:58 || Estimated Time: 1 day, 23:57:21
2023-07-25 09:38:30,907 semantic_segmentation INFO: Iters: 48440/150000 || Lr: 0.014080 || Task Loss: 0.4978 || KD Loss: 0.1283|| 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: 22:52:15 || Estimated Time: 1 day, 23:57:04
2023-07-25 09:38:47,723 semantic_segmentation INFO: Iters: 48450/150000 || Lr: 0.014079 || Task Loss: 0.4091 || KD Loss: 0.0973|| 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: 22:52:32 || Estimated Time: 1 day, 23:56:47
2023-07-25 09:39:04,515 semantic_segmentation INFO: Iters: 48460/150000 || Lr: 0.014077 || Task Loss: 0.4695 || KD Loss: 0.0975|| 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: 22:52:48 || Estimated Time: 1 day, 23:56:29
2023-07-25 09:39:21,318 semantic_segmentation INFO: Iters: 48470/150000 || Lr: 0.014076 || Task Loss: 0.5585 || KD Loss: 0.1856|| 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: 22:53:05 || Estimated Time: 1 day, 23:56:12
2023-07-25 09:39:38,095 semantic_segmentation INFO: Iters: 48480/150000 || Lr: 0.014075 || Task Loss: 0.6239 || KD Loss: 0.2434|| 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: 22:53:22 || Estimated Time: 1 day, 23:55:54
2023-07-25 09:39:55,347 semantic_segmentation INFO: Iters: 48490/150000 || Lr: 0.014074 || Task Loss: 0.5560 || KD Loss: 0.1321|| 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: 22:53:39 || Estimated Time: 1 day, 23:55:38
2023-07-25 09:40:14,880 semantic_segmentation INFO: Iters: 48500/150000 || Lr: 0.014072 || Task Loss: 0.4110 || KD Loss: 0.1000|| 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: 22:53:59 || Estimated Time: 1 day, 23:55:26
2023-07-25 09:40:32,762 semantic_segmentation INFO: Iters: 48510/150000 || Lr: 0.014071 || Task Loss: 0.3615 || KD Loss: 0.0775|| 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: 22:54:17 || Estimated Time: 1 day, 23:55:11
2023-07-25 09:40:49,568 semantic_segmentation INFO: Iters: 48520/150000 || Lr: 0.014070 || Task Loss: 0.4645 || KD Loss: 0.1263|| 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: 22:54:34 || Estimated Time: 1 day, 23:54:54
2023-07-25 09:41:06,370 semantic_segmentation INFO: Iters: 48530/150000 || Lr: 0.014069 || Task Loss: 0.6423 || KD Loss: 0.1629|| 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: 22:54:50 || Estimated Time: 1 day, 23:54:36
2023-07-25 09:41:23,085 semantic_segmentation INFO: Iters: 48540/150000 || Lr: 0.014068 || Task Loss: 0.4405 || KD Loss: 0.0745|| 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: 22:55:07 || Estimated Time: 1 day, 23:54:19
2023-07-25 09:41:39,903 semantic_segmentation INFO: Iters: 48550/150000 || Lr: 0.014066 || Task Loss: 0.3925 || KD Loss: 0.0689|| 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: 22:55:24 || Estimated Time: 1 day, 23:54:01
2023-07-25 09:41:57,136 semantic_segmentation INFO: Iters: 48560/150000 || Lr: 0.014065 || Task Loss: 0.4941 || KD Loss: 0.1373|| 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: 22:55:41 || Estimated Time: 1 day, 23:53:45
2023-07-25 09:42:13,863 semantic_segmentation INFO: Iters: 48570/150000 || Lr: 0.014064 || Task Loss: 0.3475 || KD Loss: 0.0791|| 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: 22:55:58 || Estimated Time: 1 day, 23:53:27
2023-07-25 09:42:30,685 semantic_segmentation INFO: Iters: 48580/150000 || Lr: 0.014063 || Task Loss: 0.3502 || KD Loss: 0.0791|| 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: 22:56:15 || Estimated Time: 1 day, 23:53:10
2023-07-25 09:42:47,446 semantic_segmentation INFO: Iters: 48590/150000 || Lr: 0.014061 || Task Loss: 0.4530 || KD Loss: 0.1061|| 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: 22:56:31 || Estimated Time: 1 day, 23:52:52
2023-07-25 09:43:04,291 semantic_segmentation INFO: Iters: 48600/150000 || Lr: 0.014060 || Task Loss: 0.4375 || KD Loss: 0.0584|| 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: 22:56:48 || Estimated Time: 1 day, 23:52:35
2023-07-25 09:43:20,991 semantic_segmentation INFO: Iters: 48610/150000 || Lr: 0.014059 || Task Loss: 0.4797 || KD Loss: 0.1291|| 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: 22:57:05 || Estimated Time: 1 day, 23:52:17
2023-07-25 09:43:37,701 semantic_segmentation INFO: Iters: 48620/150000 || Lr: 0.014058 || Task Loss: 0.6469 || KD Loss: 0.1725|| 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: 22:57:22 || Estimated Time: 1 day, 23:52:00
2023-07-25 09:43:54,502 semantic_segmentation INFO: Iters: 48630/150000 || Lr: 0.014056 || Task Loss: 0.3058 || KD Loss: 0.0566|| 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: 22:57:38 || Estimated Time: 1 day, 23:51:42
2023-07-25 09:44:11,169 semantic_segmentation INFO: Iters: 48640/150000 || Lr: 0.014055 || Task Loss: 0.3863 || KD Loss: 0.1066|| 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: 22:57:55 || Estimated Time: 1 day, 23:51:25
2023-07-25 09:44:27,894 semantic_segmentation INFO: Iters: 48650/150000 || Lr: 0.014054 || Task Loss: 0.4321 || KD Loss: 0.1264|| 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: 22:58:12 || Estimated Time: 1 day, 23:51:07
2023-07-25 09:44:44,633 semantic_segmentation INFO: Iters: 48660/150000 || Lr: 0.014053 || Task Loss: 0.4373 || KD Loss: 0.0694|| 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: 22:58:29 || Estimated Time: 1 day, 23:50:50
2023-07-25 09:45:01,273 semantic_segmentation INFO: Iters: 48670/150000 || Lr: 0.014051 || Task Loss: 0.4138 || KD Loss: 0.0783|| 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: 22:58:45 || Estimated Time: 1 day, 23:50:32
2023-07-25 09:45:18,060 semantic_segmentation INFO: Iters: 48680/150000 || Lr: 0.014050 || Task Loss: 0.4590 || KD Loss: 0.1375|| 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: 22:59:02 || Estimated Time: 1 day, 23:50:14
2023-07-25 09:45:34,776 semantic_segmentation INFO: Iters: 48690/150000 || Lr: 0.014049 || Task Loss: 0.5524 || KD Loss: 0.0942|| 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: 22:59:19 || Estimated Time: 1 day, 23:49:57
2023-07-25 09:45:51,488 semantic_segmentation INFO: Iters: 48700/150000 || Lr: 0.014048 || Task Loss: 0.2973 || KD Loss: 0.0594|| 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: 22:59:35 || Estimated Time: 1 day, 23:49:39
2023-07-25 09:46:08,241 semantic_segmentation INFO: Iters: 48710/150000 || Lr: 0.014046 || Task Loss: 0.5106 || KD Loss: 0.0630|| 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: 22:59:52 || Estimated Time: 1 day, 23:49:22
2023-07-25 09:46:24,952 semantic_segmentation INFO: Iters: 48720/150000 || Lr: 0.014045 || Task Loss: 0.5376 || KD Loss: 0.1083|| 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: 23:00:09 || Estimated Time: 1 day, 23:49:04
2023-07-25 09:46:41,814 semantic_segmentation INFO: Iters: 48730/150000 || Lr: 0.014044 || Task Loss: 0.5059 || KD Loss: 0.1012|| 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: 23:00:26 || Estimated Time: 1 day, 23:48:47
2023-07-25 09:46:58,601 semantic_segmentation INFO: Iters: 48740/150000 || Lr: 0.014043 || Task Loss: 0.4735 || KD Loss: 0.1227|| 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: 23:00:43 || Estimated Time: 1 day, 23:48:29
2023-07-25 09:47:15,398 semantic_segmentation INFO: Iters: 48750/150000 || Lr: 0.014041 || Task Loss: 0.6751 || KD Loss: 0.1428|| 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: 23:00:59 || Estimated Time: 1 day, 23:48:12
2023-07-25 09:47:32,193 semantic_segmentation INFO: Iters: 48760/150000 || Lr: 0.014040 || Task Loss: 0.4069 || KD Loss: 0.0958|| 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: 23:01:16 || Estimated Time: 1 day, 23:47:55
2023-07-25 09:47:48,968 semantic_segmentation INFO: Iters: 48770/150000 || Lr: 0.014039 || Task Loss: 0.4460 || KD Loss: 0.1068|| 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: 23:01:33 || Estimated Time: 1 day, 23:47:37
2023-07-25 09:48:05,781 semantic_segmentation INFO: Iters: 48780/150000 || Lr: 0.014038 || Task Loss: 0.8977 || KD Loss: 0.3150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:01:50 || Estimated Time: 1 day, 23:47:20
2023-07-25 09:48:22,567 semantic_segmentation INFO: Iters: 48790/150000 || Lr: 0.014036 || Task Loss: 0.4909 || KD Loss: 0.1491|| 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: 23:02:07 || Estimated Time: 1 day, 23:47:02
2023-07-25 09:48:39,371 semantic_segmentation INFO: Iters: 48800/150000 || Lr: 0.014035 || Task Loss: 0.6726 || KD Loss: 0.2701|| 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: 23:02:23 || Estimated Time: 1 day, 23:46:45
2023-07-25 09:48:39,484 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 09:48:39,937 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.089
2023-07-25 09:48:39,954 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.131
2023-07-25 09:48:39,967 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.169
2023-07-25 09:48:39,981 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.169
2023-07-25 09:48:39,994 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.244
2023-07-25 09:48:40,006 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.273
2023-07-25 09:48:40,020 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.927, mIoU: 0.301
2023-07-25 09:48:40,034 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.932, mIoU: 0.305
2023-07-25 09:48:40,047 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.931, mIoU: 0.343
2023-07-25 09:48:40,061 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.931, mIoU: 0.377
2023-07-25 09:48:40,075 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.915, mIoU: 0.378
2023-07-25 09:48:40,091 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.922, mIoU: 0.421
2023-07-25 09:48:40,103 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.886, mIoU: 0.374
2023-07-25 09:48:40,117 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.887, mIoU: 0.354
2023-07-25 09:48:40,132 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.891, mIoU: 0.356
2023-07-25 09:48:40,144 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.888, mIoU: 0.349
2023-07-25 09:48:40,155 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.881, mIoU: 0.335
2023-07-25 09:48:40,168 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.885, mIoU: 0.336
2023-07-25 09:48:40,182 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.885, mIoU: 0.344
2023-07-25 09:48:40,198 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.887, mIoU: 0.387
2023-07-25 09:48:40,212 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.893, mIoU: 0.397
2023-07-25 09:48:40,227 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.896, mIoU: 0.408
2023-07-25 09:48:40,242 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.440
2023-07-25 09:48:40,258 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.899, mIoU: 0.442
2023-07-25 09:48:40,274 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.440
2023-07-25 09:48:40,288 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-25 09:48:40,303 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.902, mIoU: 0.457
2023-07-25 09:48:40,315 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.904, mIoU: 0.458
2023-07-25 09:48:40,330 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.900, mIoU: 0.448
2023-07-25 09:48:40,345 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.903, mIoU: 0.448
2023-07-25 09:48:40,359 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.453
2023-07-25 09:48:40,374 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.908, mIoU: 0.452
2023-07-25 09:48:40,389 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-25 09:48:40,404 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.909, mIoU: 0.459
2023-07-25 09:48:40,418 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.485
2023-07-25 09:48:40,436 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.483
2023-07-25 09:48:40,451 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.482
2023-07-25 09:48:40,465 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.492
2023-07-25 09:48:40,482 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-25 09:48:40,495 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.908, mIoU: 0.478
2023-07-25 09:48:40,508 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.501
2023-07-25 09:48:40,523 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.909, mIoU: 0.500
2023-07-25 09:48:40,538 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.905, mIoU: 0.487
2023-07-25 09:48:40,552 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.902, mIoU: 0.475
2023-07-25 09:48:40,567 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.900, mIoU: 0.482
2023-07-25 09:48:40,583 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.900, mIoU: 0.485
2023-07-25 09:48:40,596 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.902, mIoU: 0.493
2023-07-25 09:48:40,609 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.903, mIoU: 0.494
2023-07-25 09:48:40,624 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.494
2023-07-25 09:48:40,640 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.903, mIoU: 0.490
2023-07-25 09:48:40,656 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.901, mIoU: 0.488
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2023-07-25 09:48:40,685 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.904, mIoU: 0.487
2023-07-25 09:48:40,701 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.904, mIoU: 0.483
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2023-07-25 09:48:40,729 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.900, mIoU: 0.482
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2023-07-25 09:48:40,767 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.902, mIoU: 0.483
2023-07-25 09:48:40,780 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.903, mIoU: 0.483
2023-07-25 09:48:40,795 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.897, mIoU: 0.515
2023-07-25 09:48:40,808 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.898, mIoU: 0.519
2023-07-25 09:48:40,822 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.899, mIoU: 0.514
2023-07-25 09:48:40,835 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.900, mIoU: 0.514
2023-07-25 09:48:40,853 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.901, mIoU: 0.519
2023-07-25 09:48:40,866 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.903, mIoU: 0.532
2023-07-25 09:48:40,882 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.903, mIoU: 0.531
2023-07-25 09:48:40,897 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.905, mIoU: 0.532
2023-07-25 09:48:40,910 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.906, mIoU: 0.560
2023-07-25 09:48:40,926 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.907, mIoU: 0.561
2023-07-25 09:48:40,942 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.903, mIoU: 0.552
2023-07-25 09:48:40,958 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.903, mIoU: 0.564
2023-07-25 09:48:40,971 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.904, mIoU: 0.564
2023-07-25 09:48:40,987 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.904, mIoU: 0.564
2023-07-25 09:48:41,002 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.905, mIoU: 0.565
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2023-07-25 09:48:41,072 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.903, mIoU: 0.584
2023-07-25 09:48:41,087 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.585
2023-07-25 09:48:41,100 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.894, mIoU: 0.556
2023-07-25 09:48:41,115 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.895, mIoU: 0.559
2023-07-25 09:48:41,129 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.894, mIoU: 0.555
2023-07-25 09:48:41,144 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.891, mIoU: 0.540
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2023-07-25 09:48:41,173 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.888, mIoU: 0.539
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2023-07-25 09:48:41,202 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.890, mIoU: 0.542
2023-07-25 09:48:41,217 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.890, mIoU: 0.551
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2023-07-25 09:48:41,289 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.895, mIoU: 0.576
2023-07-25 09:48:41,304 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.894, mIoU: 0.578
2023-07-25 09:48:41,319 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.895, mIoU: 0.577
2023-07-25 09:48:41,333 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.896, mIoU: 0.578
2023-07-25 09:48:41,346 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.896, mIoU: 0.579
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2023-07-25 09:48:41,374 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.898, mIoU: 0.584
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2023-07-25 09:48:41,532 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.900, mIoU: 0.590
2023-07-25 09:48:41,545 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.591
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2023-07-25 09:48:41,641 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.900, mIoU: 0.586
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2023-07-25 09:48:41,670 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.899, mIoU: 0.579
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2023-07-25 09:48:41,696 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.900, mIoU: 0.577
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2023-07-25 09:48:42,158 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.902, mIoU: 0.597
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2023-07-25 09:48:42,216 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.904, mIoU: 0.599
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2023-07-25 09:48:42,491 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.900, mIoU: 0.579
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2023-07-25 09:48:43,519 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.902, mIoU: 0.600
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2023-07-25 09:48:46,356 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.898, mIoU: 0.579
2023-07-25 09:48:46,370 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.898, mIoU: 0.580
2023-07-25 09:48:46,385 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.898, mIoU: 0.579
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2023-07-25 09:48:46,451 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.897, mIoU: 0.576
2023-07-25 09:48:46,465 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,480 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,495 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,511 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,528 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 09:48:46,543 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,552 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,562 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.898, mIoU: 0.576
2023-07-25 09:48:46,575 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 09:48:46,588 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 09:48:46,603 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.898, mIoU: 0.577
2023-07-25 09:48:46,616 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.898, mIoU: 0.578
2023-07-25 09:48:46,630 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,646 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,661 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,676 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,690 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,703 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.899, mIoU: 0.579
2023-07-25 09:48:46,717 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 09:48:46,732 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.899, mIoU: 0.581
2023-07-25 09:48:46,744 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 09:48:46,760 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 09:48:46,771 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.899, mIoU: 0.582
2023-07-25 09:48:46,785 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 09:48:46,799 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 09:48:46,814 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 09:48:46,828 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.900, mIoU: 0.583
2023-07-25 09:48:46,843 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 09:48:46,853 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.900, mIoU: 0.585
2023-07-25 09:48:46,865 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 09:48:46,880 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.900, mIoU: 0.586
2023-07-25 09:48:46,895 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:46,907 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 09:48:46,920 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 09:48:46,933 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:46,948 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:46,964 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 09:48:46,978 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:46,987 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,002 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,018 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,031 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,046 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-25 09:48:47,061 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-25 09:48:47,074 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 09:48:47,090 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 09:48:47,103 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 09:48:47,118 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 09:48:47,134 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 09:48:47,150 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 09:48:47,165 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.902, mIoU: 0.588
2023-07-25 09:48:47,179 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,192 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,207 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 09:48:47,221 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 09:48:47,235 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.901, mIoU: 0.586
2023-07-25 09:48:47,249 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.901, mIoU: 0.587
2023-07-25 09:48:47,265 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.902, mIoU: 0.589
2023-07-25 09:48:47,280 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.901, mIoU: 0.588
2023-07-25 09:48:47,295 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.902, mIoU: 0.591
2023-07-25 09:48:47,307 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 09:48:47,321 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.901, mIoU: 0.592
2023-07-25 09:48:47,336 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 09:48:47,350 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.902, mIoU: 0.592
2023-07-25 09:48:47,365 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 09:48:47,380 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 09:48:47,393 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 09:48:47,407 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.902, mIoU: 0.594
2023-07-25 09:48:47,423 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.902, mIoU: 0.593
2023-07-25 09:48:47,436 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.902, mIoU: 0.596
2023-07-25 09:48:47,452 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.902, mIoU: 0.597
2023-07-25 09:48:47,463 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-25 09:48:47,479 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-25 09:48:47,492 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.902, mIoU: 0.599
2023-07-25 09:48:47,505 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 09:48:47,519 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.902, mIoU: 0.600
2023-07-25 09:48:47,536 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 09:48:47,552 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 09:48:47,567 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.902, mIoU: 0.601
2023-07-25 09:48:47,581 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,590 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,605 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,620 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,635 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,650 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,665 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,677 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,690 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.903, mIoU: 0.602
2023-07-25 09:48:47,705 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,719 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,734 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:47,746 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,759 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,774 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,787 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,802 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.903, mIoU: 0.603
2023-07-25 09:48:47,814 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:47,830 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:47,846 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:47,862 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:47,875 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:47,891 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,906 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,920 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,935 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,950 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,965 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.904, mIoU: 0.608
2023-07-25 09:48:47,980 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:47,994 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-25 09:48:48,025 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,041 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,051 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,065 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,080 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,093 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.605
2023-07-25 09:48:48,107 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,120 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,134 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,149 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 09:48:48,163 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 09:48:48,175 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 09:48:48,187 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,200 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,214 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,229 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.905, mIoU: 0.606
2023-07-25 09:48:48,245 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,259 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.904, mIoU: 0.606
2023-07-25 09:48:48,274 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,287 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,302 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,318 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,331 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,346 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,360 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.905, mIoU: 0.608
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2023-07-25 09:48:48,404 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,416 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.905, mIoU: 0.607
2023-07-25 09:48:48,431 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.607
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2023-07-25 09:48:48,459 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.905, mIoU: 0.608
2023-07-25 09:48:48,474 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.906, mIoU: 0.608
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2023-07-25 09:48:48,501 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-25 09:48:48,516 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.905, mIoU: 0.604
2023-07-25 09:48:48,531 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.905, mIoU: 0.605
2023-07-25 09:48:48,547 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-25 09:48:48,576 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.604
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2023-07-25 09:48:48,882 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.905, mIoU: 0.609
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2023-07-25 09:48:48,971 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.904, mIoU: 0.604
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2023-07-25 09:48:49,009 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.904, mIoU: 0.603
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2023-07-25 09:48:49,064 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.904, mIoU: 0.603
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2023-07-25 09:48:49,139 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,152 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,166 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,179 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,194 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,209 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,224 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,240 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,255 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,269 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,282 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,297 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.904, mIoU: 0.604
2023-07-25 09:48:49,311 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 09:48:49,324 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,337 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 09:48:49,351 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.903, mIoU: 0.601
2023-07-25 09:48:49,367 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 09:48:49,381 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 09:48:49,394 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.903, mIoU: 0.600
2023-07-25 09:48:49,408 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,423 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,437 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,450 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.904, mIoU: 0.599
2023-07-25 09:48:49,463 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,471 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,487 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,503 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,519 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,534 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,550 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,567 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,583 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,598 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,611 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,626 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,641 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,656 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,670 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,683 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,696 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,709 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:49,723 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.904, mIoU: 0.600
2023-07-25 09:48:49,736 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,748 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,761 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.904, mIoU: 0.602
2023-07-25 09:48:49,775 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,791 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,803 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.904, mIoU: 0.603
2023-07-25 09:48:49,817 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.904, mIoU: 0.601
2023-07-25 09:48:49,830 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,841 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,856 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:49,871 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:49,886 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:49,901 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,916 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,931 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:49,944 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:49,960 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:49,975 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:49,992 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,008 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,024 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-25 09:48:50,040 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 09:48:50,053 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-25 09:48:50,066 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.905, mIoU: 0.603
2023-07-25 09:48:50,079 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,094 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,110 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:50,123 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:50,136 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.905, mIoU: 0.602
2023-07-25 09:48:50,151 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,165 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,180 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,194 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,209 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,222 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,237 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,250 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,264 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,279 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,293 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,309 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,322 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,338 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,354 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,366 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,380 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,396 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 09:48:50,411 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,426 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.905, mIoU: 0.600
2023-07-25 09:48:50,441 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,453 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,467 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.905, mIoU: 0.601
2023-07-25 09:48:50,481 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.906, mIoU: 0.601
2023-07-25 09:48:50,494 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.906, mIoU: 0.602
2023-07-25 09:48:50,509 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 09:48:50,527 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,539 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,554 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,568 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,585 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,599 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,612 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,625 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-25 09:48:50,640 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.906, mIoU: 0.604
2023-07-25 09:48:50,654 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,667 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,682 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,697 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,711 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,725 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.907, mIoU: 0.604
2023-07-25 09:48:50,741 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 09:48:50,756 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 09:48:50,773 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,787 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,801 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,814 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,830 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,844 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,857 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,872 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,887 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,900 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,915 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:50,930 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 09:48:50,946 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 09:48:50,961 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.906, mIoU: 0.605
2023-07-25 09:48:50,974 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.906, mIoU: 0.606
2023-07-25 09:48:50,986 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,000 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,013 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,025 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,038 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.907, mIoU: 0.605
2023-07-25 09:48:51,053 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,066 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,079 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,093 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,109 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,124 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,140 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,154 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,167 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,183 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,198 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 09:48:51,213 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,228 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.908, mIoU: 0.608
2023-07-25 09:48:51,241 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.908, mIoU: 0.607
2023-07-25 09:48:51,254 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,265 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,281 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,297 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,311 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,325 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,337 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,350 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,365 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,380 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,393 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,408 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,421 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,437 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.907, mIoU: 0.606
2023-07-25 09:48:51,450 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,465 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,478 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,493 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,509 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,523 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,539 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,554 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,569 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,585 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,600 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,615 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:51,630 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:51,645 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:51,659 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:51,674 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,687 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,700 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,713 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,729 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:51,743 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,759 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.907, mIoU: 0.607
2023-07-25 09:48:51,774 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,786 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,800 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,816 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,831 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,844 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,859 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,874 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,887 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,901 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:51,916 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,931 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:51,944 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:51,956 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:51,973 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:51,989 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,005 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,019 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,034 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:52,049 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 09:48:52,065 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,080 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,093 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,109 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,122 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,136 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,150 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,163 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,177 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,190 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,204 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,219 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,233 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,247 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,261 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,275 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,289 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,304 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,318 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:52,333 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,348 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,358 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,372 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,385 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,399 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:52,414 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,429 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,442 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,457 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,471 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.906, mIoU: 0.608
2023-07-25 09:48:52,485 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.906, mIoU: 0.609
2023-07-25 09:48:52,501 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:52,516 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.907, mIoU: 0.608
2023-07-25 09:48:52,529 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,544 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,559 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,575 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:52,588 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,605 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,620 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,635 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,648 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,663 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,678 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,691 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,705 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,720 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,733 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,747 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,760 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,775 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,790 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,805 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,820 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,835 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:52,851 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,864 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:52,877 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,892 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,906 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,919 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,935 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,950 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,965 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:52,981 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:52,995 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,009 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,025 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,040 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,053 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,068 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,081 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,097 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,111 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,127 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,142 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,156 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,166 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,182 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,197 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,210 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,225 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:53,240 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,255 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:53,268 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,283 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,298 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,314 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,328 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,343 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:53,359 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:53,374 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:53,387 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,401 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,416 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.908, mIoU: 0.609
2023-07-25 09:48:53,430 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.907, mIoU: 0.609
2023-07-25 09:48:53,443 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,458 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:53,472 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,487 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:53,494 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,507 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.908, mIoU: 0.610
2023-07-25 09:48:53,520 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,532 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,544 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,559 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,574 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.908, mIoU: 0.611
2023-07-25 09:48:53,589 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.907, mIoU: 0.610
2023-07-25 09:48:53,602 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,616 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,631 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,642 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,657 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:53,671 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:53,686 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,701 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,716 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,731 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,742 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,755 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,770 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,784 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:53,798 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:53,813 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,825 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,835 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,845 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,858 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,869 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,883 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,895 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:53,909 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:53,924 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:53,939 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,952 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:53,966 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:53,980 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:53,995 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,011 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,025 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,038 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,053 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,068 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,080 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,093 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:54,107 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:54,119 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:54,135 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,147 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,162 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,177 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,195 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,211 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,225 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,241 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,256 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,272 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,287 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,300 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,314 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 09:48:54,329 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 09:48:54,345 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 09:48:54,360 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 09:48:54,374 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,389 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,403 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,417 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,431 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,443 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,458 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,467 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,480 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,494 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 09:48:54,506 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:54,520 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,534 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:54,548 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:54,563 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:54,577 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 09:48:54,592 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,607 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,620 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:54,635 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,647 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,662 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,676 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,689 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,704 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,716 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,731 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:54,745 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,760 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,774 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,789 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,803 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,816 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.907, mIoU: 0.612
2023-07-25 09:48:54,831 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 09:48:54,844 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,858 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,873 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,888 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,904 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,917 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:54,930 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:54,946 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:54,962 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:54,977 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:54,990 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,002 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,017 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,031 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,046 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,061 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,075 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,089 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,103 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:55,117 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 09:48:55,131 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,146 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,159 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,173 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,187 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,203 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,218 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 09:48:55,234 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 09:48:55,246 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 09:48:55,261 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,276 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,293 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,306 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,321 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,336 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,350 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,366 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,381 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,396 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,409 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,424 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,440 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,452 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,467 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,479 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 09:48:55,488 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-25 09:48:55,545 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:55,560 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:55,572 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:55,585 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:55,600 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:55,615 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,631 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,649 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,664 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,681 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,696 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,709 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,724 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,740 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,755 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,767 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:55,781 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,796 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:55,810 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.907, mIoU: 0.614
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2023-07-25 09:48:55,977 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.907, mIoU: 0.614
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2023-07-25 09:48:56,005 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-25 09:48:56,119 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,134 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,149 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,159 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,172 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,188 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.907, mIoU: 0.614
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2023-07-25 09:48:56,231 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,247 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.907, mIoU: 0.613
2023-07-25 09:48:56,261 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.907, mIoU: 0.614
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2023-07-25 09:48:56,315 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:56,330 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.907, mIoU: 0.614
2023-07-25 09:48:56,342 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.906, mIoU: 0.613
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2023-07-25 09:48:56,500 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-25 09:48:56,531 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-25 09:48:56,599 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:56,612 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.907, mIoU: 0.616
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2023-07-25 09:48:56,956 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.907, mIoU: 0.618
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2023-07-25 09:48:57,270 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-25 09:48:57,298 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:57,311 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.907, mIoU: 0.616
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2023-07-25 09:48:57,484 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-25 09:48:57,532 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,546 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,559 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,574 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,589 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,602 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,615 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,631 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,646 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,663 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,677 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,692 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,708 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,720 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,734 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,749 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,762 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,777 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,791 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,806 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,820 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.616
2023-07-25 09:48:57,835 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:57,850 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,864 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,878 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,893 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,908 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,924 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,938 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:57,954 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,969 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,981 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:57,994 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,010 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,026 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,039 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,054 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,069 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:58,084 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,099 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,113 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,129 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,143 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,156 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,169 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:58,182 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,195 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:58,208 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,223 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,238 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,251 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,263 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,278 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,290 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,303 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,318 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,334 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,349 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,363 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,376 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,391 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,405 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,418 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,433 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,448 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,464 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,477 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,491 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,507 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,522 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,537 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,549 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,564 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,579 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,594 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,608 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,621 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,635 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 09:48:58,650 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,666 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,682 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,697 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,712 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,728 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,738 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,752 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,765 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,778 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,795 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.619
2023-07-25 09:48:58,810 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,824 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,837 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 09:48:58,850 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 09:48:58,863 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,877 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:58,895 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,910 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,925 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,937 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,952 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,967 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,980 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:58,994 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:59,010 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:59,023 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:59,038 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.906, mIoU: 0.618
2023-07-25 09:48:59,049 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:59,065 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 09:48:59,079 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.907, mIoU: 0.617
2023-07-25 09:48:59,094 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:59,110 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:59,123 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:59,136 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:59,151 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:48:59,166 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,180 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,193 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,207 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,222 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,237 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,252 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,265 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,280 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,297 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,312 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:48:59,326 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,341 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,349 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,364 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,377 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,389 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,404 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,419 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,432 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,447 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,462 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,477 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:48:59,492 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:48:59,505 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,521 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,537 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,552 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,567 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,582 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:59,599 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,613 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,627 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:59,642 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:48:59,656 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 09:48:59,669 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 09:48:59,683 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,699 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 09:48:59,713 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.905, mIoU: 0.612
2023-07-25 09:48:59,728 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,743 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,758 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:48:59,772 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,787 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:48:59,800 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-25 09:48:59,827 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,842 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-25 09:48:59,887 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,900 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,915 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:48:59,931 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.905, mIoU: 0.614
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2023-07-25 09:49:00,007 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-25 09:49:00,049 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,064 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,079 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,094 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,110 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,125 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:49:00,139 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,149 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,163 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,176 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,191 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,206 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,220 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,235 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,246 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,255 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,271 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,286 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,301 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,314 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,328 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,343 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,356 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,371 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.906, mIoU: 0.613
2023-07-25 09:49:00,386 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,399 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,414 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 09:49:00,426 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,441 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.905, mIoU: 0.614
2023-07-25 09:49:00,456 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,470 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,483 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,498 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,513 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.906, mIoU: 0.614
2023-07-25 09:49:00,528 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.906, mIoU: 0.615
2023-07-25 09:49:00,543 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:49:00,556 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:49:00,570 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:49:00,585 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.906, mIoU: 0.616
2023-07-25 09:49:00,602 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.906, mIoU: 0.617
2023-07-25 09:49:17,062 semantic_segmentation INFO: Iters: 48810/150000 || Lr: 0.014034 || Task Loss: 0.5037 || KD Loss: 0.0902|| 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: 23:03:01 || Estimated Time: 1 day, 23:47:11
2023-07-25 09:49:33,826 semantic_segmentation INFO: Iters: 48820/150000 || Lr: 0.014033 || Task Loss: 0.5478 || KD Loss: 0.1101|| 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: 23:03:18 || Estimated Time: 1 day, 23:46:53
2023-07-25 09:49:50,592 semantic_segmentation INFO: Iters: 48830/150000 || Lr: 0.014031 || Task Loss: 0.4750 || KD Loss: 0.1154|| 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: 23:03:35 || Estimated Time: 1 day, 23:46:36
2023-07-25 09:50:07,292 semantic_segmentation INFO: Iters: 48840/150000 || Lr: 0.014030 || Task Loss: 0.5659 || KD Loss: 0.1570|| 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: 23:03:51 || Estimated Time: 1 day, 23:46:18
2023-07-25 09:50:24,127 semantic_segmentation INFO: Iters: 48850/150000 || Lr: 0.014029 || Task Loss: 0.3687 || KD Loss: 0.0748|| 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: 23:04:08 || Estimated Time: 1 day, 23:46:01
2023-07-25 09:50:40,817 semantic_segmentation INFO: Iters: 48860/150000 || Lr: 0.014028 || Task Loss: 0.6222 || KD Loss: 0.2037|| 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: 23:04:25 || Estimated Time: 1 day, 23:45:43
2023-07-25 09:50:57,586 semantic_segmentation INFO: Iters: 48870/150000 || Lr: 0.014026 || Task Loss: 0.3768 || KD Loss: 0.1219|| 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: 23:04:42 || Estimated Time: 1 day, 23:45:26
2023-07-25 09:51:14,389 semantic_segmentation INFO: Iters: 48880/150000 || Lr: 0.014025 || Task Loss: 0.5299 || KD Loss: 0.0889|| 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: 23:04:58 || Estimated Time: 1 day, 23:45:08
2023-07-25 09:51:31,028 semantic_segmentation INFO: Iters: 48890/150000 || Lr: 0.014024 || Task Loss: 0.5282 || KD Loss: 0.1156|| 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: 23:05:15 || Estimated Time: 1 day, 23:44:51
2023-07-25 09:51:47,765 semantic_segmentation INFO: Iters: 48900/150000 || Lr: 0.014023 || Task Loss: 0.4950 || KD Loss: 0.0698|| 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: 23:05:32 || Estimated Time: 1 day, 23:44:33
2023-07-25 09:52:04,520 semantic_segmentation INFO: Iters: 48910/150000 || Lr: 0.014021 || Task Loss: 0.4916 || KD Loss: 0.0938|| 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: 23:05:48 || Estimated Time: 1 day, 23:44:16
2023-07-25 09:52:21,224 semantic_segmentation INFO: Iters: 48920/150000 || Lr: 0.014020 || Task Loss: 0.6058 || KD Loss: 0.1309|| 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: 23:06:05 || Estimated Time: 1 day, 23:43:58
2023-07-25 09:52:38,281 semantic_segmentation INFO: Iters: 48930/150000 || Lr: 0.014019 || Task Loss: 0.4613 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:22 || Estimated Time: 1 day, 23:43:41
2023-07-25 09:52:54,956 semantic_segmentation INFO: Iters: 48940/150000 || Lr: 0.014018 || Task Loss: 0.6013 || KD Loss: 0.2007|| 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: 23:06:39 || Estimated Time: 1 day, 23:43:23
2023-07-25 09:53:11,730 semantic_segmentation INFO: Iters: 48950/150000 || Lr: 0.014016 || Task Loss: 0.4053 || KD Loss: 0.1005|| 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: 23:06:56 || Estimated Time: 1 day, 23:43:06
2023-07-25 09:53:28,546 semantic_segmentation INFO: Iters: 48960/150000 || Lr: 0.014015 || Task Loss: 0.3539 || KD Loss: 0.0793|| 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: 23:07:13 || Estimated Time: 1 day, 23:42:49
2023-07-25 09:53:45,308 semantic_segmentation INFO: Iters: 48970/150000 || Lr: 0.014014 || Task Loss: 0.4777 || KD Loss: 0.1204|| 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: 23:07:29 || Estimated Time: 1 day, 23:42:31
2023-07-25 09:54:02,029 semantic_segmentation INFO: Iters: 48980/150000 || Lr: 0.014013 || Task Loss: 0.5077 || KD Loss: 0.1670|| 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: 23:07:46 || Estimated Time: 1 day, 23:42:13
2023-07-25 09:54:18,718 semantic_segmentation INFO: Iters: 48990/150000 || Lr: 0.014011 || Task Loss: 0.5194 || KD Loss: 0.0985|| 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: 23:08:03 || Estimated Time: 1 day, 23:41:56
2023-07-25 09:54:35,486 semantic_segmentation INFO: Iters: 49000/150000 || Lr: 0.014010 || Task Loss: 0.3258 || KD Loss: 0.0764|| 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: 23:08:19 || Estimated Time: 1 day, 23:41:38
2023-07-25 09:54:52,200 semantic_segmentation INFO: Iters: 49010/150000 || Lr: 0.014009 || Task Loss: 0.5457 || KD Loss: 0.1272|| 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: 23:08:36 || Estimated Time: 1 day, 23:41:21
2023-07-25 09:55:08,901 semantic_segmentation INFO: Iters: 49020/150000 || Lr: 0.014008 || Task Loss: 0.3720 || KD Loss: 0.0855|| 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: 23:08:53 || Estimated Time: 1 day, 23:41:03
2023-07-25 09:55:25,488 semantic_segmentation INFO: Iters: 49030/150000 || Lr: 0.014006 || Task Loss: 0.5090 || KD Loss: 0.1403|| 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: 23:09:09 || Estimated Time: 1 day, 23:40:45
2023-07-25 09:55:42,198 semantic_segmentation INFO: Iters: 49040/150000 || Lr: 0.014005 || Task Loss: 0.3966 || KD Loss: 0.0894|| 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: 23:09:26 || Estimated Time: 1 day, 23:40:28
2023-07-25 09:55:58,839 semantic_segmentation INFO: Iters: 49050/150000 || Lr: 0.014004 || Task Loss: 0.4845 || KD Loss: 0.1320|| 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: 23:09:43 || Estimated Time: 1 day, 23:40:10
2023-07-25 09:56:15,425 semantic_segmentation INFO: Iters: 49060/150000 || Lr: 0.014003 || Task Loss: 0.3816 || KD Loss: 0.0763|| 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: 23:09:59 || Estimated Time: 1 day, 23:39:52
2023-07-25 09:56:32,238 semantic_segmentation INFO: Iters: 49070/150000 || Lr: 0.014001 || Task Loss: 0.6699 || KD Loss: 0.1908|| 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: 23:10:16 || Estimated Time: 1 day, 23:39:35
2023-07-25 09:56:49,023 semantic_segmentation INFO: Iters: 49080/150000 || Lr: 0.014000 || Task Loss: 0.4888 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:33 || Estimated Time: 1 day, 23:39:17
2023-07-25 09:57:05,720 semantic_segmentation INFO: Iters: 49090/150000 || Lr: 0.013999 || Task Loss: 0.4706 || KD Loss: 0.1311|| 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: 23:10:50 || Estimated Time: 1 day, 23:39:00
2023-07-25 09:57:22,244 semantic_segmentation INFO: Iters: 49100/150000 || Lr: 0.013998 || Task Loss: 0.4705 || KD Loss: 0.1079|| 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: 23:11:06 || Estimated Time: 1 day, 23:38:42
2023-07-25 09:57:39,018 semantic_segmentation INFO: Iters: 49110/150000 || Lr: 0.013996 || Task Loss: 0.5012 || KD Loss: 0.1169|| 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: 23:11:23 || Estimated Time: 1 day, 23:38:24
2023-07-25 09:57:55,754 semantic_segmentation INFO: Iters: 49120/150000 || Lr: 0.013995 || Task Loss: 0.4984 || KD Loss: 0.1059|| 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: 23:11:40 || Estimated Time: 1 day, 23:38:07
2023-07-25 09:58:12,385 semantic_segmentation INFO: Iters: 49130/150000 || Lr: 0.013994 || Task Loss: 0.6031 || 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: 23:11:56 || Estimated Time: 1 day, 23:37:49
2023-07-25 09:58:29,064 semantic_segmentation INFO: Iters: 49140/150000 || Lr: 0.013993 || Task Loss: 0.3567 || KD Loss: 0.0663|| 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: 23:12:13 || Estimated Time: 1 day, 23:37:31
2023-07-25 09:58:45,639 semantic_segmentation INFO: Iters: 49150/150000 || Lr: 0.013991 || Task Loss: 0.3370 || KD Loss: 0.0842|| 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: 23:12:30 || Estimated Time: 1 day, 23:37:13
2023-07-25 09:59:02,353 semantic_segmentation INFO: Iters: 49160/150000 || Lr: 0.013990 || Task Loss: 0.3539 || KD Loss: 0.0699|| 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: 23:12:46 || Estimated Time: 1 day, 23:36:56
2023-07-25 09:59:18,995 semantic_segmentation INFO: Iters: 49170/150000 || Lr: 0.013989 || Task Loss: 0.3949 || KD Loss: 0.1023|| 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: 23:13:03 || Estimated Time: 1 day, 23:36:38
2023-07-25 09:59:35,634 semantic_segmentation INFO: Iters: 49180/150000 || Lr: 0.013988 || Task Loss: 0.3900 || KD Loss: 0.0954|| 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: 23:13:20 || Estimated Time: 1 day, 23:36:20
2023-07-25 09:59:52,316 semantic_segmentation INFO: Iters: 49190/150000 || Lr: 0.013986 || Task Loss: 0.5568 || KD Loss: 0.1345|| 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: 23:13:36 || Estimated Time: 1 day, 23:36:03
2023-07-25 10:00:09,024 semantic_segmentation INFO: Iters: 49200/150000 || Lr: 0.013985 || Task Loss: 0.5217 || KD Loss: 0.1478|| 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: 23:13:53 || Estimated Time: 1 day, 23:35:45
2023-07-25 10:00:25,530 semantic_segmentation INFO: Iters: 49210/150000 || Lr: 0.013984 || Task Loss: 0.4217 || 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: 23:14:10 || Estimated Time: 1 day, 23:35:27
2023-07-25 10:00:42,156 semantic_segmentation INFO: Iters: 49220/150000 || Lr: 0.013983 || Task Loss: 0.4388 || KD Loss: 0.0672|| 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: 23:14:26 || Estimated Time: 1 day, 23:35:09
2023-07-25 10:00:58,861 semantic_segmentation INFO: Iters: 49230/150000 || Lr: 0.013981 || Task Loss: 0.4784 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:43 || Estimated Time: 1 day, 23:34:52
2023-07-25 10:01:15,478 semantic_segmentation INFO: Iters: 49240/150000 || Lr: 0.013980 || Task Loss: 0.3680 || KD Loss: 0.0812|| 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: 23:14:59 || Estimated Time: 1 day, 23:34:34
2023-07-25 10:01:32,124 semantic_segmentation INFO: Iters: 49250/150000 || Lr: 0.013979 || Task Loss: 0.3756 || KD Loss: 0.0911|| 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: 23:15:16 || Estimated Time: 1 day, 23:34:16
2023-07-25 10:01:48,790 semantic_segmentation INFO: Iters: 49260/150000 || Lr: 0.013978 || Task Loss: 0.6355 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:33 || Estimated Time: 1 day, 23:33:59
2023-07-25 10:02:05,460 semantic_segmentation INFO: Iters: 49270/150000 || Lr: 0.013976 || Task Loss: 0.3486 || KD Loss: 0.0788|| 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: 23:15:49 || Estimated Time: 1 day, 23:33:41
2023-07-25 10:02:22,068 semantic_segmentation INFO: Iters: 49280/150000 || Lr: 0.013975 || Task Loss: 0.7713 || KD Loss: 0.3238|| 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: 23:16:06 || Estimated Time: 1 day, 23:33:23
2023-07-25 10:02:38,771 semantic_segmentation INFO: Iters: 49290/150000 || Lr: 0.013974 || Task Loss: 0.5653 || KD Loss: 0.1668|| 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: 23:16:23 || Estimated Time: 1 day, 23:33:06
2023-07-25 10:02:55,407 semantic_segmentation INFO: Iters: 49300/150000 || Lr: 0.013973 || Task Loss: 0.5417 || KD Loss: 0.1244|| 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: 23:16:39 || Estimated Time: 1 day, 23:32:48
2023-07-25 10:03:12,123 semantic_segmentation INFO: Iters: 49310/150000 || Lr: 0.013971 || Task Loss: 0.5921 || KD Loss: 0.1878|| 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: 23:16:56 || Estimated Time: 1 day, 23:32:30
2023-07-25 10:03:28,776 semantic_segmentation INFO: Iters: 49320/150000 || Lr: 0.013970 || Task Loss: 0.5893 || KD Loss: 0.1161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:17:13 || Estimated Time: 1 day, 23:32:12
2023-07-25 10:03:45,377 semantic_segmentation INFO: Iters: 49330/150000 || Lr: 0.013969 || Task Loss: 0.4179 || KD Loss: 0.0928|| 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: 23:17:29 || Estimated Time: 1 day, 23:31:55
2023-07-25 10:04:03,030 semantic_segmentation INFO: Iters: 49340/150000 || Lr: 0.013968 || Task Loss: 0.5013 || KD Loss: 0.0752|| 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: 23:17:47 || Estimated Time: 1 day, 23:31:39
2023-07-25 10:04:22,225 semantic_segmentation INFO: Iters: 49350/150000 || Lr: 0.013966 || Task Loss: 0.2901 || KD Loss: 0.0850|| 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: 23:18:06 || Estimated Time: 1 day, 23:31:26
2023-07-25 10:04:38,772 semantic_segmentation INFO: Iters: 49360/150000 || Lr: 0.013965 || Task Loss: 0.4753 || KD Loss: 0.1126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:18:23 || Estimated Time: 1 day, 23:31:09
2023-07-25 10:04:55,373 semantic_segmentation INFO: Iters: 49370/150000 || Lr: 0.013964 || Task Loss: 0.4929 || KD Loss: 0.0854|| 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: 23:18:39 || Estimated Time: 1 day, 23:30:51
2023-07-25 10:05:12,016 semantic_segmentation INFO: Iters: 49380/150000 || Lr: 0.013963 || Task Loss: 0.3973 || KD Loss: 0.0864|| 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: 23:18:56 || Estimated Time: 1 day, 23:30:33
2023-07-25 10:05:28,705 semantic_segmentation INFO: Iters: 49390/150000 || Lr: 0.013961 || Task Loss: 0.4055 || KD Loss: 0.1168|| 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: 23:19:13 || Estimated Time: 1 day, 23:30:15
2023-07-25 10:05:45,367 semantic_segmentation INFO: Iters: 49400/150000 || Lr: 0.013960 || Task Loss: 0.5451 || KD Loss: 0.1235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:29 || Estimated Time: 1 day, 23:29:58
2023-07-25 10:06:01,923 semantic_segmentation INFO: Iters: 49410/150000 || Lr: 0.013959 || Task Loss: 0.4848 || KD Loss: 0.1874|| 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: 23:19:46 || Estimated Time: 1 day, 23:29:40
2023-07-25 10:06:18,547 semantic_segmentation INFO: Iters: 49420/150000 || Lr: 0.013958 || Task Loss: 0.4183 || KD Loss: 0.0641|| 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: 23:20:03 || Estimated Time: 1 day, 23:29:22
2023-07-25 10:06:35,158 semantic_segmentation INFO: Iters: 49430/150000 || Lr: 0.013956 || Task Loss: 0.4668 || KD Loss: 0.1255|| 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: 23:20:19 || Estimated Time: 1 day, 23:29:04
2023-07-25 10:06:51,607 semantic_segmentation INFO: Iters: 49440/150000 || Lr: 0.013955 || Task Loss: 0.4462 || KD Loss: 0.0882|| 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: 23:20:36 || Estimated Time: 1 day, 23:28:46
2023-07-25 10:07:08,167 semantic_segmentation INFO: Iters: 49450/150000 || Lr: 0.013954 || Task Loss: 0.5854 || KD Loss: 0.1679|| 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: 23:20:52 || Estimated Time: 1 day, 23:28:28
2023-07-25 10:07:24,822 semantic_segmentation INFO: Iters: 49460/150000 || Lr: 0.013953 || Task Loss: 0.4504 || KD Loss: 0.1168|| 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: 23:21:09 || Estimated Time: 1 day, 23:28:11
2023-07-25 10:07:41,379 semantic_segmentation INFO: Iters: 49470/150000 || Lr: 0.013951 || Task Loss: 0.4368 || KD Loss: 0.1333|| 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: 23:21:25 || Estimated Time: 1 day, 23:27:53
2023-07-25 10:07:58,028 semantic_segmentation INFO: Iters: 49480/150000 || Lr: 0.013950 || Task Loss: 0.3579 || KD Loss: 0.0780|| 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: 23:21:42 || Estimated Time: 1 day, 23:27:35
2023-07-25 10:08:14,506 semantic_segmentation INFO: Iters: 49490/150000 || Lr: 0.013949 || Task Loss: 0.5150 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:21:58 || Estimated Time: 1 day, 23:27:17
2023-07-25 10:08:31,072 semantic_segmentation INFO: Iters: 49500/150000 || Lr: 0.013948 || Task Loss: 0.3801 || KD Loss: 0.0611|| 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: 23:22:15 || Estimated Time: 1 day, 23:26:59
2023-07-25 10:08:47,654 semantic_segmentation INFO: Iters: 49510/150000 || Lr: 0.013946 || Task Loss: 0.5666 || KD Loss: 0.1356|| 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: 23:22:32 || Estimated Time: 1 day, 23:26:41
2023-07-25 10:09:04,293 semantic_segmentation INFO: Iters: 49520/150000 || Lr: 0.013945 || Task Loss: 0.4691 || KD Loss: 0.0880|| 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: 23:22:48 || Estimated Time: 1 day, 23:26:24
2023-07-25 10:09:20,866 semantic_segmentation INFO: Iters: 49530/150000 || Lr: 0.013944 || Task Loss: 0.6082 || KD Loss: 0.1239|| 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: 23:23:05 || Estimated Time: 1 day, 23:26:06
2023-07-25 10:09:37,612 semantic_segmentation INFO: Iters: 49540/150000 || Lr: 0.013943 || Task Loss: 0.4440 || KD Loss: 0.0835|| 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: 23:23:22 || Estimated Time: 1 day, 23:25:48
2023-07-25 10:09:54,243 semantic_segmentation INFO: Iters: 49550/150000 || Lr: 0.013941 || Task Loss: 0.3523 || KD Loss: 0.0689|| 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: 23:23:38 || Estimated Time: 1 day, 23:25:30
2023-07-25 10:10:10,799 semantic_segmentation INFO: Iters: 49560/150000 || Lr: 0.013940 || Task Loss: 0.4685 || KD Loss: 0.0618|| 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: 23:23:55 || Estimated Time: 1 day, 23:25:13
2023-07-25 10:10:27,391 semantic_segmentation INFO: Iters: 49570/150000 || Lr: 0.013939 || Task Loss: 0.2688 || KD Loss: 0.0466|| 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: 23:24:11 || Estimated Time: 1 day, 23:24:55
2023-07-25 10:10:43,969 semantic_segmentation INFO: Iters: 49580/150000 || Lr: 0.013938 || Task Loss: 0.6173 || KD Loss: 0.1640|| 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: 23:24:28 || Estimated Time: 1 day, 23:24:37
2023-07-25 10:11:00,567 semantic_segmentation INFO: Iters: 49590/150000 || Lr: 0.013936 || Task Loss: 0.3501 || KD Loss: 0.0808|| 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: 23:24:45 || Estimated Time: 1 day, 23:24:19
2023-07-25 10:11:17,152 semantic_segmentation INFO: Iters: 49600/150000 || Lr: 0.013935 || Task Loss: 0.3094 || KD Loss: 0.0514|| 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: 23:25:01 || Estimated Time: 1 day, 23:24:01
2023-07-25 10:11:17,265 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:11:17,729 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-25 10:11:17,755 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.134
2023-07-25 10:11:17,767 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.171
2023-07-25 10:11:17,781 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.171
2023-07-25 10:11:17,793 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.245
2023-07-25 10:11:17,805 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.286
2023-07-25 10:11:17,819 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.329
2023-07-25 10:11:17,833 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.334
2023-07-25 10:11:17,846 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.368
2023-07-25 10:11:17,860 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.410
2023-07-25 10:11:17,875 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.444
2023-07-25 10:11:17,889 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.486
2023-07-25 10:11:17,902 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.463
2023-07-25 10:11:17,916 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.445
2023-07-25 10:11:17,930 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.926, mIoU: 0.435
2023-07-25 10:11:17,942 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.428
2023-07-25 10:11:17,953 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.916, mIoU: 0.413
2023-07-25 10:11:17,965 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.414
2023-07-25 10:11:17,979 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.415
2023-07-25 10:11:17,995 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.458
2023-07-25 10:11:18,009 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.461
2023-07-25 10:11:18,024 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.473
2023-07-25 10:11:18,038 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.920, mIoU: 0.505
2023-07-25 10:11:18,054 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.508
2023-07-25 10:11:18,070 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.508
2023-07-25 10:11:18,083 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.507
2023-07-25 10:11:18,098 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.505
2023-07-25 10:11:18,109 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.505
2023-07-25 10:11:18,124 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.496
2023-07-25 10:11:18,138 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.496
2023-07-25 10:11:18,152 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.497
2023-07-25 10:11:18,167 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.495
2023-07-25 10:11:18,182 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.927, mIoU: 0.499
2023-07-25 10:11:18,196 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.497
2023-07-25 10:11:18,211 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.537
2023-07-25 10:11:18,226 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.537
2023-07-25 10:11:18,238 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.536
2023-07-25 10:11:18,251 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.580
2023-07-25 10:11:18,267 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.562
2023-07-25 10:11:18,280 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.561
2023-07-25 10:11:18,293 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.589
2023-07-25 10:11:18,308 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-25 10:11:18,322 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.583
2023-07-25 10:11:18,335 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.583
2023-07-25 10:11:18,350 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-25 10:11:18,366 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.594
2023-07-25 10:11:18,379 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.596
2023-07-25 10:11:18,392 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-25 10:11:18,407 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.599
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2023-07-25 10:11:18,438 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-25 10:11:18,453 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.596
2023-07-25 10:11:18,466 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.594
2023-07-25 10:11:18,482 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-25 10:11:18,497 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-25 10:11:18,511 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-25 10:11:18,527 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.583
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2023-07-25 10:11:18,571 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.616
2023-07-25 10:11:18,584 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.618
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2023-07-25 10:11:18,629 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.619
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2023-07-25 10:11:18,686 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.662
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2023-07-25 10:11:18,819 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 10:11:18,829 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 10:11:18,930 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 10:11:18,944 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.656
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2023-07-25 10:11:19,272 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 10:11:19,285 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.661
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2023-07-25 10:11:19,328 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-25 10:11:19,342 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-25 10:11:19,357 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.666
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2023-07-25 10:11:19,382 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.660
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2023-07-25 10:11:19,530 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.632
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2023-07-25 10:11:19,648 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-25 10:11:19,661 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.639
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2023-07-25 10:11:19,734 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-25 10:11:23,498 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 10:11:23,512 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.917, mIoU: 0.644
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2023-07-25 10:11:23,871 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-25 10:11:23,914 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 10:11:23,943 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 10:11:24,000 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 10:11:24,344 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 10:11:24,401 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:11:24,416 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-25 10:11:24,472 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 10:11:24,486 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-25 10:11:24,569 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:11:24,718 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:11:24,733 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-25 10:11:24,760 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:11:24,775 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:11:24,787 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:11:24,803 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:11:24,819 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:11:24,835 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:11:24,850 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:11:24,864 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:11:24,877 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:11:24,892 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:11:24,907 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:11:24,922 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 10:11:24,983 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:11:24,995 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:11:25,009 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:11:25,052 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:11:25,119 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 10:11:25,144 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 10:11:25,158 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 10:11:25,171 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 10:11:25,182 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.921, mIoU: 0.673
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2023-07-25 10:11:25,208 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 10:11:25,224 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 10:11:25,238 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 10:11:25,253 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 10:11:25,276 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:25,291 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 10:11:25,321 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:25,336 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:25,348 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:25,361 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.922, mIoU: 0.676
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2023-07-25 10:11:25,418 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 10:11:25,430 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:25,445 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-25 10:11:25,473 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 10:11:25,486 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 10:11:25,543 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 10:11:25,573 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.922, mIoU: 0.676
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2023-07-25 10:11:26,132 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,147 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,158 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,173 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,187 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:26,202 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,215 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,230 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,244 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:26,259 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:26,274 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:26,289 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:26,304 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:26,319 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:26,333 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:26,347 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:26,360 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:26,375 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,389 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,404 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,417 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,432 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,445 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,459 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,474 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,489 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,503 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,518 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,532 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,546 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:26,560 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:26,573 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:26,588 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 10:11:26,607 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 10:11:26,622 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,636 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:26,646 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,659 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,674 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,687 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,702 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,715 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,728 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,744 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,760 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,775 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,790 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,803 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,817 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,830 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,844 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,859 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,874 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,889 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,903 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,918 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,931 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:26,945 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 10:11:26,960 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,973 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,985 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:26,999 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,014 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,029 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,042 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,056 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,072 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,086 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,099 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,112 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,120 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,134 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,150 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,165 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,180 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:27,195 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:27,210 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,226 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,241 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,253 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,268 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,282 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,296 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,311 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:27,323 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,336 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,348 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:27,362 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:27,374 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,387 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:27,400 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:27,413 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:27,428 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,440 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:27,453 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,466 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,477 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,492 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,506 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,521 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,535 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,550 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,564 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,577 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,591 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,607 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,625 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,640 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,655 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,670 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,683 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,695 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 10:11:27,708 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,724 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 10:11:27,741 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,754 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,767 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,782 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,796 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 10:11:27,811 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:27,826 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:27,841 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:27,854 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:27,869 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,882 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:27,895 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,910 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,923 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,939 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,952 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,967 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,982 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:27,994 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,006 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,021 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,036 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,050 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,064 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,077 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,090 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,104 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,118 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:28,133 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:28,150 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:28,163 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,179 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,192 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,207 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,223 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,237 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,250 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:28,265 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,279 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,292 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,306 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,320 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 10:11:28,334 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 10:11:28,346 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 10:11:28,360 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,375 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,391 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,404 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,417 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,430 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,444 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,456 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,469 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,483 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,497 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,509 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,524 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,539 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,554 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,569 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,581 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,593 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,606 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,620 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,634 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,646 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:28,661 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,674 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,686 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,700 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,716 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,731 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,747 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,760 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,772 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,787 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,802 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,816 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:28,831 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:28,843 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:28,856 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:28,867 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:28,883 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:28,898 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 10:11:28,912 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,927 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 10:11:28,938 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,951 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,966 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:28,981 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:28,994 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:29,009 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:29,022 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:29,037 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:29,050 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:29,065 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 10:11:29,078 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:29,093 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:29,107 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:29,119 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,134 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,148 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,162 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,177 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,191 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,205 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,219 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,233 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,247 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,261 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,274 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,287 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,300 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,317 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,331 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,348 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,363 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,374 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,389 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,405 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:29,420 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,433 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,449 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,464 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:29,477 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,491 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,507 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,521 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,533 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,544 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,561 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,575 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,590 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,603 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,618 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:29,633 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,648 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,663 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,676 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,691 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,703 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,719 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:29,734 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:29,747 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,762 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,775 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,790 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,805 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,820 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,835 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,850 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,864 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,878 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,894 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,909 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,924 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:29,938 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,948 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,961 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,974 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:29,989 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,003 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,018 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,031 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,045 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,059 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,073 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,088 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,103 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,116 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,131 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,146 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,161 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,174 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,188 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:30,203 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,219 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,232 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,247 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,261 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,274 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,288 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,303 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,315 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,329 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:30,342 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,356 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,370 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,385 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,399 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,414 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:30,429 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,441 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,454 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,469 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,482 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,495 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,509 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,524 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,539 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:30,554 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,567 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,580 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,596 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,610 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,623 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,637 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,651 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,668 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,682 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,697 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,712 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,727 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:30,736 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,752 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,767 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,780 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,794 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:30,809 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,824 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,837 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,851 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,866 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:30,881 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:30,896 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,911 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,927 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,942 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,954 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,968 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,983 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:30,996 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 10:11:31,009 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,023 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,037 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,052 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,058 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,071 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,083 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,095 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 10:11:31,106 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:31,120 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:31,134 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:31,149 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:31,160 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,173 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,188 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,198 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,213 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,227 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,242 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,257 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,272 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,286 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,298 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,311 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,326 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 10:11:31,341 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,356 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,371 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,384 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,394 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,405 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,418 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,429 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,444 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:31,457 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,472 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,487 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,502 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,515 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:31,530 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,544 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,559 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,575 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,589 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,603 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,618 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,634 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:31,647 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,660 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,676 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,689 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,705 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,718 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,733 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,748 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,765 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,781 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,793 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,808 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:31,823 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,838 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,852 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,865 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,878 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,892 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 10:11:31,907 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 10:11:31,921 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 10:11:31,935 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 10:11:31,950 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 10:11:31,966 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 10:11:31,980 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:31,995 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,008 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,023 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,033 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,046 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,060 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,072 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,087 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 10:11:32,101 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 10:11:32,116 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,131 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,146 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,161 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,176 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,188 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,203 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,216 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,231 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,246 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,259 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,274 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,287 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,301 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,316 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,331 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,346 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,360 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,373 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,385 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,400 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,413 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,426 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,441 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,455 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,469 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,482 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 10:11:32,494 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 10:11:32,509 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,524 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:32,539 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:32,552 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,564 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,579 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:32,593 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,608 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,624 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,638 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 10:11:32,653 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 10:11:32,667 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 10:11:32,682 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 10:11:32,698 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 10:11:32,727 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,742 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,754 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,769 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,784 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 10:11:32,799 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,812 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 10:11:32,826 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:32,841 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,856 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,869 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,884 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,899 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,913 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:32,928 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,942 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,957 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,970 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:32,984 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,000 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,013 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,027 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,040 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:33,048 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,063 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,078 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,090 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,105 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,119 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,132 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,144 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,159 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,173 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,188 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,204 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:33,219 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:33,236 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:33,250 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:33,263 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 10:11:33,278 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,292 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,307 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,319 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,332 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,347 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,362 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,376 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,391 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,403 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,418 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:33,431 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,444 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,458 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,473 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,487 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,501 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,514 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:33,528 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:11:33,542 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:33,556 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:33,570 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,583 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,598 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:33,611 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:33,624 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 10:11:33,652 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,666 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 10:11:33,697 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.680
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2023-07-25 10:11:33,722 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,738 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 10:11:33,797 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:33,811 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 10:11:33,838 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 10:11:33,880 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 10:11:33,892 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 10:11:34,162 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 10:11:34,304 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 10:11:34,317 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 10:11:34,372 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,387 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,402 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,416 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,430 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,445 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,457 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,471 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,486 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,502 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,515 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,529 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,541 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,556 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,571 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,586 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,599 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,614 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,630 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,644 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,656 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,670 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,685 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,697 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:34,713 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:34,728 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:34,743 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:34,756 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:34,768 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,783 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:34,796 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,811 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,824 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,839 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,851 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,864 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,879 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,894 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,908 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:11:34,923 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:34,939 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:34,951 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:34,966 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:34,980 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:34,994 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 10:11:35,009 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,021 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,034 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 10:11:35,065 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,081 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,095 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,108 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,123 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,138 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,152 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,165 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,180 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,195 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,210 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,225 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,240 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,255 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,268 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,282 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,296 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,309 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,323 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,337 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,351 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,365 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:35,380 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:35,394 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,408 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 10:11:35,436 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 10:11:35,590 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 10:11:35,719 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,733 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,746 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,761 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,776 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,789 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:35,802 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,817 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,828 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,842 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,857 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,872 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-25 10:11:35,929 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 10:11:35,943 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:35,956 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:35,971 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.679
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2023-07-25 10:11:36,002 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:11:36,015 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 10:11:36,044 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 10:11:36,101 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,116 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,131 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,145 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,158 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,173 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,187 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:36,202 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,217 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 10:11:36,232 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,246 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,261 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,271 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,285 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,298 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,310 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 10:11:36,341 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,354 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,368 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 10:11:36,393 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,407 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 10:11:36,421 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 10:11:36,492 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 10:11:36,535 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 10:11:36,562 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 10:11:36,688 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 10:11:37,121 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:37,134 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:37,149 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:37,164 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:37,178 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,191 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,204 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,219 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,234 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,248 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,263 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:37,278 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,292 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,306 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,319 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,334 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,347 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,362 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,377 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,391 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,406 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,418 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,433 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,447 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,462 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,476 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,490 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,505 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,519 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,532 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,547 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,560 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,574 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,589 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,603 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,618 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,633 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,646 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,656 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,670 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:37,683 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:37,697 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 10:11:37,712 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,727 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,742 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,755 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,764 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,781 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,795 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,810 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,823 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,838 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,853 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,866 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,881 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,895 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,909 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:37,923 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:37,936 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 10:11:37,950 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:37,965 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:37,979 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:37,992 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:38,006 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:38,021 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:38,035 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:38,050 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:38,063 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:38,077 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:38,091 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 10:11:38,107 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 10:11:54,809 semantic_segmentation INFO: Iters: 49610/150000 || Lr: 0.013934 || Task Loss: 0.3981 || KD Loss: 0.0852|| 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: 23:25:39 || Estimated Time: 1 day, 23:24:26
2023-07-25 10:12:11,333 semantic_segmentation INFO: Iters: 49620/150000 || Lr: 0.013933 || Task Loss: 0.6218 || KD Loss: 0.2068|| 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: 23:25:55 || Estimated Time: 1 day, 23:24:08
2023-07-25 10:12:27,846 semantic_segmentation INFO: Iters: 49630/150000 || Lr: 0.013931 || Task Loss: 0.4534 || KD Loss: 0.1130|| 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: 23:26:12 || Estimated Time: 1 day, 23:23:50
2023-07-25 10:12:44,558 semantic_segmentation INFO: Iters: 49640/150000 || Lr: 0.013930 || Task Loss: 0.3554 || KD Loss: 0.0717|| 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: 23:26:29 || Estimated Time: 1 day, 23:23:33
2023-07-25 10:13:01,184 semantic_segmentation INFO: Iters: 49650/150000 || Lr: 0.013929 || Task Loss: 0.4366 || KD Loss: 0.0569|| 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: 23:26:45 || Estimated Time: 1 day, 23:23:15
2023-07-25 10:13:17,770 semantic_segmentation INFO: Iters: 49660/150000 || Lr: 0.013928 || Task Loss: 0.4472 || KD Loss: 0.0691|| 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: 23:27:02 || Estimated Time: 1 day, 23:22:57
2023-07-25 10:13:34,465 semantic_segmentation INFO: Iters: 49670/150000 || Lr: 0.013926 || Task Loss: 0.5883 || KD Loss: 0.1411|| 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: 23:27:18 || Estimated Time: 1 day, 23:22:39
2023-07-25 10:13:51,124 semantic_segmentation INFO: Iters: 49680/150000 || Lr: 0.013925 || Task Loss: 0.5194 || KD Loss: 0.1648|| 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: 23:27:35 || Estimated Time: 1 day, 23:22:22
2023-07-25 10:14:07,735 semantic_segmentation INFO: Iters: 49690/150000 || Lr: 0.013924 || Task Loss: 0.4550 || KD Loss: 0.0576|| 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: 23:27:52 || Estimated Time: 1 day, 23:22:04
2023-07-25 10:14:24,551 semantic_segmentation INFO: Iters: 49700/150000 || Lr: 0.013923 || Task Loss: 0.3683 || KD Loss: 0.0871|| 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: 23:28:09 || Estimated Time: 1 day, 23:21:47
2023-07-25 10:14:41,387 semantic_segmentation INFO: Iters: 49710/150000 || Lr: 0.013921 || Task Loss: 0.5205 || KD Loss: 0.0811|| 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: 23:28:25 || Estimated Time: 1 day, 23:21:29
2023-07-25 10:14:57,907 semantic_segmentation INFO: Iters: 49720/150000 || Lr: 0.013920 || Task Loss: 0.3259 || KD Loss: 0.0768|| 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: 23:28:42 || Estimated Time: 1 day, 23:21:11
2023-07-25 10:15:14,498 semantic_segmentation INFO: Iters: 49730/150000 || Lr: 0.013919 || Task Loss: 0.4018 || KD Loss: 0.0984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:58 || Estimated Time: 1 day, 23:20:53
2023-07-25 10:15:31,097 semantic_segmentation INFO: Iters: 49740/150000 || Lr: 0.013918 || Task Loss: 0.2990 || KD Loss: 0.0479|| 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: 23:29:15 || Estimated Time: 1 day, 23:20:36
2023-07-25 10:15:47,666 semantic_segmentation INFO: Iters: 49750/150000 || Lr: 0.013916 || Task Loss: 0.3804 || KD Loss: 0.0871|| 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: 23:29:32 || Estimated Time: 1 day, 23:20:18
2023-07-25 10:16:04,273 semantic_segmentation INFO: Iters: 49760/150000 || Lr: 0.013915 || Task Loss: 0.6248 || KD Loss: 0.1607|| 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: 23:29:48 || Estimated Time: 1 day, 23:20:00
2023-07-25 10:16:20,885 semantic_segmentation INFO: Iters: 49770/150000 || Lr: 0.013914 || Task Loss: 0.4638 || KD Loss: 0.0929|| 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: 23:30:05 || Estimated Time: 1 day, 23:19:42
2023-07-25 10:16:37,462 semantic_segmentation INFO: Iters: 49780/150000 || Lr: 0.013913 || Task Loss: 0.4292 || KD Loss: 0.0803|| 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: 23:30:21 || Estimated Time: 1 day, 23:19:24
2023-07-25 10:16:54,038 semantic_segmentation INFO: Iters: 49790/150000 || Lr: 0.013911 || Task Loss: 0.4404 || KD Loss: 0.1064|| 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: 23:30:38 || Estimated Time: 1 day, 23:19:06
2023-07-25 10:17:10,681 semantic_segmentation INFO: Iters: 49800/150000 || Lr: 0.013910 || Task Loss: 0.6087 || KD Loss: 0.0885|| 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: 23:30:55 || Estimated Time: 1 day, 23:18:49
2023-07-25 10:17:27,313 semantic_segmentation INFO: Iters: 49810/150000 || Lr: 0.013909 || Task Loss: 0.4262 || KD Loss: 0.0857|| 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: 23:31:11 || Estimated Time: 1 day, 23:18:31
2023-07-25 10:17:43,960 semantic_segmentation INFO: Iters: 49820/150000 || Lr: 0.013908 || Task Loss: 0.3759 || KD Loss: 0.0600|| 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: 23:31:28 || Estimated Time: 1 day, 23:18:13
2023-07-25 10:18:00,429 semantic_segmentation INFO: Iters: 49830/150000 || Lr: 0.013906 || Task Loss: 0.4726 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:44 || Estimated Time: 1 day, 23:17:55
2023-07-25 10:18:17,038 semantic_segmentation INFO: Iters: 49840/150000 || Lr: 0.013905 || Task Loss: 0.4158 || KD Loss: 0.0869|| 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: 23:32:01 || Estimated Time: 1 day, 23:17:37
2023-07-25 10:18:33,706 semantic_segmentation INFO: Iters: 49850/150000 || Lr: 0.013904 || Task Loss: 0.4899 || KD Loss: 0.1063|| 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: 23:32:18 || Estimated Time: 1 day, 23:17:20
2023-07-25 10:18:50,346 semantic_segmentation INFO: Iters: 49860/150000 || Lr: 0.013903 || Task Loss: 0.3959 || KD Loss: 0.0964|| 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: 23:32:34 || Estimated Time: 1 day, 23:17:02
2023-07-25 10:19:06,812 semantic_segmentation INFO: Iters: 49870/150000 || Lr: 0.013901 || Task Loss: 0.4014 || KD Loss: 0.0914|| 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: 23:32:51 || Estimated Time: 1 day, 23:16:44
2023-07-25 10:19:23,322 semantic_segmentation INFO: Iters: 49880/150000 || Lr: 0.013900 || Task Loss: 0.3338 || KD Loss: 0.0622|| 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: 23:33:07 || Estimated Time: 1 day, 23:16:26
2023-07-25 10:19:39,915 semantic_segmentation INFO: Iters: 49890/150000 || Lr: 0.013899 || Task Loss: 0.4125 || KD Loss: 0.0982|| 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: 23:33:24 || Estimated Time: 1 day, 23:16:08
2023-07-25 10:19:56,510 semantic_segmentation INFO: Iters: 49900/150000 || Lr: 0.013898 || Task Loss: 0.4339 || KD Loss: 0.1077|| 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: 23:33:40 || Estimated Time: 1 day, 23:15:50
2023-07-25 10:20:13,084 semantic_segmentation INFO: Iters: 49910/150000 || Lr: 0.013896 || Task Loss: 0.6281 || KD Loss: 0.2180|| 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: 23:33:57 || Estimated Time: 1 day, 23:15:33
2023-07-25 10:20:29,595 semantic_segmentation INFO: Iters: 49920/150000 || Lr: 0.013895 || Task Loss: 0.4232 || KD Loss: 0.0847|| 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: 23:34:14 || Estimated Time: 1 day, 23:15:15
2023-07-25 10:20:46,051 semantic_segmentation INFO: Iters: 49930/150000 || Lr: 0.013894 || Task Loss: 0.7474 || KD Loss: 0.2325|| 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: 23:34:30 || Estimated Time: 1 day, 23:14:56
2023-07-25 10:21:02,602 semantic_segmentation INFO: Iters: 49940/150000 || Lr: 0.013893 || Task Loss: 0.4920 || KD Loss: 0.1198|| 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: 23:34:47 || Estimated Time: 1 day, 23:14:39
2023-07-25 10:21:19,115 semantic_segmentation INFO: Iters: 49950/150000 || Lr: 0.013891 || Task Loss: 0.3831 || KD Loss: 0.0560|| 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: 23:35:03 || Estimated Time: 1 day, 23:14:21
2023-07-25 10:21:35,616 semantic_segmentation INFO: Iters: 49960/150000 || Lr: 0.013890 || Task Loss: 0.6793 || KD Loss: 0.2491|| 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: 23:35:20 || Estimated Time: 1 day, 23:14:03
2023-07-25 10:21:52,093 semantic_segmentation INFO: Iters: 49970/150000 || Lr: 0.013889 || Task Loss: 0.5090 || KD Loss: 0.1737|| 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: 23:35:36 || Estimated Time: 1 day, 23:13:45
2023-07-25 10:22:08,570 semantic_segmentation INFO: Iters: 49980/150000 || Lr: 0.013888 || Task Loss: 0.3836 || KD Loss: 0.0846|| 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: 23:35:53 || Estimated Time: 1 day, 23:13:27
2023-07-25 10:22:25,170 semantic_segmentation INFO: Iters: 49990/150000 || Lr: 0.013886 || Task Loss: 0.4147 || KD Loss: 0.0659|| 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: 23:36:09 || Estimated Time: 1 day, 23:13:09
2023-07-25 10:22:41,623 semantic_segmentation INFO: Iters: 50000/150000 || Lr: 0.013885 || Task Loss: 0.4311 || KD Loss: 0.0851|| 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: 23:36:26 || Estimated Time: 1 day, 23:12:51
2023-07-25 10:22:58,141 semantic_segmentation INFO: Iters: 50010/150000 || Lr: 0.013884 || Task Loss: 0.5805 || KD Loss: 0.1272|| 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: 23:36:42 || Estimated Time: 1 day, 23:12:33
2023-07-25 10:23:14,633 semantic_segmentation INFO: Iters: 50020/150000 || Lr: 0.013883 || Task Loss: 0.4494 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:59 || Estimated Time: 1 day, 23:12:15
2023-07-25 10:23:31,259 semantic_segmentation INFO: Iters: 50030/150000 || Lr: 0.013881 || Task Loss: 0.5073 || KD Loss: 0.1320|| 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: 23:37:15 || Estimated Time: 1 day, 23:11:57
2023-07-25 10:23:47,713 semantic_segmentation INFO: Iters: 50040/150000 || Lr: 0.013880 || Task Loss: 0.3607 || KD Loss: 0.0849|| 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: 23:37:32 || Estimated Time: 1 day, 23:11:39
2023-07-25 10:24:04,146 semantic_segmentation INFO: Iters: 50050/150000 || Lr: 0.013879 || Task Loss: 0.4876 || KD Loss: 0.0987|| 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: 23:37:48 || Estimated Time: 1 day, 23:11:21
2023-07-25 10:24:20,679 semantic_segmentation INFO: Iters: 50060/150000 || Lr: 0.013878 || Task Loss: 0.3578 || KD Loss: 0.0656|| 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: 23:38:05 || Estimated Time: 1 day, 23:11:03
2023-07-25 10:24:37,279 semantic_segmentation INFO: Iters: 50070/150000 || Lr: 0.013876 || Task Loss: 0.4260 || KD Loss: 0.0844|| 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: 23:38:21 || Estimated Time: 1 day, 23:10:45
2023-07-25 10:24:53,867 semantic_segmentation INFO: Iters: 50080/150000 || Lr: 0.013875 || Task Loss: 0.5619 || KD Loss: 0.1197|| 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: 23:38:38 || Estimated Time: 1 day, 23:10:27
2023-07-25 10:25:10,455 semantic_segmentation INFO: Iters: 50090/150000 || Lr: 0.013874 || Task Loss: 0.5469 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:54 || Estimated Time: 1 day, 23:10:09
2023-07-25 10:25:26,826 semantic_segmentation INFO: Iters: 50100/150000 || Lr: 0.013873 || Task Loss: 0.4205 || KD Loss: 0.1007|| 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: 23:39:11 || Estimated Time: 1 day, 23:09:51
2023-07-25 10:25:43,632 semantic_segmentation INFO: Iters: 50110/150000 || Lr: 0.013871 || Task Loss: 0.7130 || KD Loss: 0.2450|| 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: 23:39:28 || Estimated Time: 1 day, 23:09:34
2023-07-25 10:26:00,152 semantic_segmentation INFO: Iters: 50120/150000 || Lr: 0.013870 || Task Loss: 0.5832 || KD Loss: 0.1050|| 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: 23:39:44 || Estimated Time: 1 day, 23:09:16
2023-07-25 10:26:16,613 semantic_segmentation INFO: Iters: 50130/150000 || Lr: 0.013869 || Task Loss: 0.5050 || KD Loss: 0.1693|| 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: 23:40:01 || Estimated Time: 1 day, 23:08:58
2023-07-25 10:26:32,990 semantic_segmentation INFO: Iters: 50140/150000 || Lr: 0.013868 || Task Loss: 0.4507 || KD Loss: 0.0686|| 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: 23:40:17 || Estimated Time: 1 day, 23:08:40
2023-07-25 10:26:49,545 semantic_segmentation INFO: Iters: 50150/150000 || Lr: 0.013866 || Task Loss: 0.3696 || KD Loss: 0.0854|| 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: 23:40:34 || Estimated Time: 1 day, 23:08:22
2023-07-25 10:27:05,950 semantic_segmentation INFO: Iters: 50160/150000 || Lr: 0.013865 || Task Loss: 0.3536 || KD Loss: 0.0916|| 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: 23:40:50 || Estimated Time: 1 day, 23:08:04
2023-07-25 10:27:22,863 semantic_segmentation INFO: Iters: 50170/150000 || Lr: 0.013864 || Task Loss: 0.4284 || KD Loss: 0.0964|| 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: 23:41:07 || Estimated Time: 1 day, 23:07:46
2023-07-25 10:27:41,070 semantic_segmentation INFO: Iters: 50180/150000 || Lr: 0.013863 || Task Loss: 0.6648 || KD Loss: 0.1941|| 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: 23:41:25 || Estimated Time: 1 day, 23:07:32
2023-07-25 10:27:59,385 semantic_segmentation INFO: Iters: 50190/150000 || Lr: 0.013861 || Task Loss: 0.5024 || KD Loss: 0.1903|| 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: 23:41:43 || Estimated Time: 1 day, 23:07:17
2023-07-25 10:28:15,777 semantic_segmentation INFO: Iters: 50200/150000 || Lr: 0.013860 || Task Loss: 0.6306 || KD Loss: 0.1622|| 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: 23:42:00 || Estimated Time: 1 day, 23:06:59
2023-07-25 10:28:32,389 semantic_segmentation INFO: Iters: 50210/150000 || Lr: 0.013859 || Task Loss: 0.3182 || KD Loss: 0.0649|| 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: 23:42:16 || Estimated Time: 1 day, 23:06:41
2023-07-25 10:28:48,929 semantic_segmentation INFO: Iters: 50220/150000 || Lr: 0.013858 || Task Loss: 0.5269 || KD Loss: 0.1178|| 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: 23:42:33 || Estimated Time: 1 day, 23:06:24
2023-07-25 10:29:05,404 semantic_segmentation INFO: Iters: 50230/150000 || Lr: 0.013856 || Task Loss: 0.3816 || KD Loss: 0.1046|| 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: 23:42:49 || Estimated Time: 1 day, 23:06:06
2023-07-25 10:29:21,953 semantic_segmentation INFO: Iters: 50240/150000 || Lr: 0.013855 || Task Loss: 0.5485 || KD Loss: 0.1623|| 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: 23:43:06 || Estimated Time: 1 day, 23:05:48
2023-07-25 10:29:38,450 semantic_segmentation INFO: Iters: 50250/150000 || Lr: 0.013854 || Task Loss: 0.6273 || KD Loss: 0.2052|| 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: 23:43:22 || Estimated Time: 1 day, 23:05:30
2023-07-25 10:29:54,890 semantic_segmentation INFO: Iters: 50260/150000 || Lr: 0.013853 || Task Loss: 0.5383 || KD Loss: 0.0824|| 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: 23:43:39 || Estimated Time: 1 day, 23:05:12
2023-07-25 10:30:11,332 semantic_segmentation INFO: Iters: 50270/150000 || Lr: 0.013851 || Task Loss: 0.6123 || KD Loss: 0.0929|| 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: 23:43:55 || Estimated Time: 1 day, 23:04:54
2023-07-25 10:30:27,869 semantic_segmentation INFO: Iters: 50280/150000 || Lr: 0.013850 || Task Loss: 0.4230 || KD Loss: 0.0960|| 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: 23:44:12 || Estimated Time: 1 day, 23:04:36
2023-07-25 10:30:44,460 semantic_segmentation INFO: Iters: 50290/150000 || Lr: 0.013849 || Task Loss: 0.4955 || KD Loss: 0.0835|| 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: 23:44:28 || Estimated Time: 1 day, 23:04:18
2023-07-25 10:31:00,955 semantic_segmentation INFO: Iters: 50300/150000 || Lr: 0.013848 || Task Loss: 0.4639 || KD Loss: 0.1373|| 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: 23:44:45 || Estimated Time: 1 day, 23:04:00
2023-07-25 10:31:17,440 semantic_segmentation INFO: Iters: 50310/150000 || Lr: 0.013846 || Task Loss: 0.6773 || KD Loss: 0.1863|| 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: 23:45:01 || Estimated Time: 1 day, 23:03:42
2023-07-25 10:31:33,938 semantic_segmentation INFO: Iters: 50320/150000 || Lr: 0.013845 || Task Loss: 0.3158 || KD Loss: 0.0672|| 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: 23:45:18 || Estimated Time: 1 day, 23:03:24
2023-07-25 10:31:50,410 semantic_segmentation INFO: Iters: 50330/150000 || Lr: 0.013844 || Task Loss: 0.3243 || KD Loss: 0.0621|| 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: 23:45:34 || Estimated Time: 1 day, 23:03:06
2023-07-25 10:32:06,790 semantic_segmentation INFO: Iters: 50340/150000 || Lr: 0.013843 || Task Loss: 0.4480 || KD Loss: 0.1222|| 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: 23:45:51 || Estimated Time: 1 day, 23:02:48
2023-07-25 10:32:23,186 semantic_segmentation INFO: Iters: 50350/150000 || Lr: 0.013841 || Task Loss: 0.4484 || KD Loss: 0.0976|| 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: 23:46:07 || Estimated Time: 1 day, 23:02:29
2023-07-25 10:32:39,732 semantic_segmentation INFO: Iters: 50360/150000 || Lr: 0.013840 || Task Loss: 0.5170 || KD Loss: 0.1087|| 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: 23:46:24 || Estimated Time: 1 day, 23:02:11
2023-07-25 10:32:56,172 semantic_segmentation INFO: Iters: 50370/150000 || Lr: 0.013839 || Task Loss: 1.0655 || KD Loss: 0.2884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:40 || Estimated Time: 1 day, 23:01:53
2023-07-25 10:33:12,630 semantic_segmentation INFO: Iters: 50380/150000 || Lr: 0.013838 || Task Loss: 0.4240 || KD Loss: 0.0911|| 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: 23:46:57 || Estimated Time: 1 day, 23:01:35
2023-07-25 10:33:29,136 semantic_segmentation INFO: Iters: 50390/150000 || Lr: 0.013836 || Task Loss: 0.4659 || KD Loss: 0.1283|| 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: 23:47:13 || Estimated Time: 1 day, 23:01:17
2023-07-25 10:33:45,596 semantic_segmentation INFO: Iters: 50400/150000 || Lr: 0.013835 || Task Loss: 0.8778 || KD Loss: 0.2892|| 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: 23:47:30 || Estimated Time: 1 day, 23:00:59
2023-07-25 10:33:45,707 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:33:46,160 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 10:33:46,181 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-25 10:33:46,193 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.160
2023-07-25 10:33:46,207 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.159
2023-07-25 10:33:46,219 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.234
2023-07-25 10:33:46,231 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.278
2023-07-25 10:33:46,245 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.309
2023-07-25 10:33:46,258 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.313
2023-07-25 10:33:46,270 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.347
2023-07-25 10:33:46,284 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.392
2023-07-25 10:33:46,298 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.395
2023-07-25 10:33:46,312 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.441
2023-07-25 10:33:46,323 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.437
2023-07-25 10:33:46,337 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.425
2023-07-25 10:33:46,350 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.417
2023-07-25 10:33:46,362 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.411
2023-07-25 10:33:46,372 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.399
2023-07-25 10:33:46,385 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.400
2023-07-25 10:33:46,399 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.929, mIoU: 0.410
2023-07-25 10:33:46,414 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.462
2023-07-25 10:33:46,428 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.463
2023-07-25 10:33:46,443 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.474
2023-07-25 10:33:46,457 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.500
2023-07-25 10:33:46,472 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.504
2023-07-25 10:33:46,487 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.504
2023-07-25 10:33:46,501 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.515
2023-07-25 10:33:46,515 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.519
2023-07-25 10:33:46,526 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.520
2023-07-25 10:33:46,541 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.511
2023-07-25 10:33:46,555 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.511
2023-07-25 10:33:46,568 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.511
2023-07-25 10:33:46,582 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.510
2023-07-25 10:33:46,596 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.519
2023-07-25 10:33:46,610 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.518
2023-07-25 10:33:46,624 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.562
2023-07-25 10:33:46,638 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.562
2023-07-25 10:33:46,650 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.560
2023-07-25 10:33:46,662 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.598
2023-07-25 10:33:46,678 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.580
2023-07-25 10:33:46,690 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.579
2023-07-25 10:33:46,703 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.601
2023-07-25 10:33:46,717 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.600
2023-07-25 10:33:46,730 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.598
2023-07-25 10:33:46,743 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.598
2023-07-25 10:33:46,757 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.606
2023-07-25 10:33:46,771 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.609
2023-07-25 10:33:46,783 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-25 10:33:46,795 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.615
2023-07-25 10:33:46,808 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-25 10:33:46,824 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.610
2023-07-25 10:33:46,840 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.610
2023-07-25 10:33:46,855 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.610
2023-07-25 10:33:46,868 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.606
2023-07-25 10:33:46,884 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.605
2023-07-25 10:33:46,899 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.611
2023-07-25 10:33:46,912 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.611
2023-07-25 10:33:46,927 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.609
2023-07-25 10:33:46,944 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.609
2023-07-25 10:33:46,958 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.610
2023-07-25 10:33:46,973 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.599
2023-07-25 10:33:46,986 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-25 10:33:47,001 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.618
2023-07-25 10:33:47,014 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.618
2023-07-25 10:33:47,032 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.622
2023-07-25 10:33:47,045 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-25 10:33:47,060 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-25 10:33:47,075 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-25 10:33:47,088 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-25 10:33:47,103 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.672
2023-07-25 10:33:47,117 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-25 10:33:47,133 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-25 10:33:47,146 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-25 10:33:47,161 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-25 10:33:47,181 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-25 10:33:47,197 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-25 10:33:47,212 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.696
2023-07-25 10:33:47,226 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-25 10:33:47,235 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 10:33:47,250 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 10:33:47,266 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 10:33:47,279 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 10:33:47,294 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 10:33:47,308 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 10:33:47,323 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-25 10:33:47,338 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-25 10:33:47,352 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-25 10:33:47,366 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-25 10:33:47,381 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-25 10:33:47,395 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 10:33:47,408 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 10:33:47,424 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 10:33:47,439 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 10:33:47,454 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 10:33:47,470 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 10:33:47,485 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 10:33:47,500 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 10:33:47,513 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 10:33:47,526 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 10:33:47,541 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 10:33:47,555 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 10:33:47,570 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 10:33:47,584 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 10:33:47,597 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 10:33:47,612 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 10:33:47,626 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 10:33:47,639 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 10:33:47,654 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 10:33:47,668 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 10:33:47,681 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 10:33:47,694 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 10:33:47,706 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 10:33:47,719 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 10:33:47,733 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 10:33:47,747 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 10:33:47,762 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 10:33:47,774 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 10:33:47,787 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 10:33:47,801 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 10:33:47,814 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-25 10:33:47,828 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-25 10:33:47,843 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-25 10:33:47,856 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 10:33:47,868 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-25 10:33:47,884 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-25 10:33:47,898 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-25 10:33:47,906 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-25 10:33:47,918 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-25 10:33:47,933 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 10:33:47,942 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 10:33:47,954 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 10:33:47,969 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 10:33:47,983 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-25 10:33:47,996 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.922, mIoU: 0.649
2023-07-25 10:33:48,011 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.923, mIoU: 0.650
2023-07-25 10:33:48,024 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.647
2023-07-25 10:33:48,037 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.648
2023-07-25 10:33:48,052 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-25 10:33:48,065 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-25 10:33:48,081 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 10:33:48,094 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-25 10:33:48,109 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.647
2023-07-25 10:33:48,124 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.648
2023-07-25 10:33:48,139 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 10:33:48,156 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 10:33:48,172 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.649
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2023-07-25 10:33:50,955 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 10:33:51,231 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 10:33:51,248 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 10:33:51,262 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-25 10:33:51,451 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 10:33:51,933 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-25 10:33:52,357 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 10:33:52,484 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.644
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2023-07-25 10:33:52,810 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 10:33:52,934 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 10:33:53,069 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-25 10:33:53,729 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,743 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,756 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,769 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,784 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 10:33:53,798 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 10:33:53,813 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 10:33:53,826 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.915, mIoU: 0.656
2023-07-25 10:33:53,839 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,853 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,867 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,882 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,895 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 10:33:53,909 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 10:33:53,925 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 10:33:53,940 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 10:33:53,953 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 10:33:53,968 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:53,982 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.659
2023-07-25 10:33:53,995 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,009 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,024 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,039 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,053 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,066 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,080 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,095 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 10:33:54,111 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,121 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,135 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 10:33:54,150 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 10:33:54,163 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 10:33:54,178 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 10:33:54,190 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 10:33:54,205 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,220 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,234 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,247 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,260 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 10:33:54,273 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,290 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,305 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,320 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,334 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,349 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,362 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 10:33:54,376 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 10:33:54,391 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 10:33:54,404 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,418 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,433 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,447 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,462 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,476 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,487 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,502 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,516 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 10:33:54,530 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,544 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 10:33:54,559 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,570 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,584 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,599 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 10:33:54,613 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,626 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,640 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,654 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,670 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,685 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:33:54,700 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,714 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,729 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,744 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,758 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,770 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 10:33:54,785 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 10:33:54,799 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:54,814 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:54,826 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:54,841 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:54,854 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:54,868 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:54,883 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:54,898 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:54,912 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:54,927 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:54,941 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:54,955 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:54,969 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:54,983 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:54,997 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:55,015 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:55,030 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 10:33:55,046 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-25 10:33:55,056 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 10:33:55,069 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:55,085 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 10:33:55,098 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 10:33:55,112 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 10:33:55,125 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 10:33:55,138 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.665
2023-07-25 10:33:55,153 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 10:33:55,170 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:55,185 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:55,200 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,213 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,227 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,239 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,253 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,268 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,283 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,299 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,314 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,328 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,341 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,355 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,369 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,382 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,395 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,409 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,425 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,439 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,452 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:55,467 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,482 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,497 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,510 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,523 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,530 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:55,545 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,560 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,575 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:55,591 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,605 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,620 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 10:33:55,635 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:55,650 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:55,662 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:55,677 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:55,691 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:55,705 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:33:55,744 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:33:55,770 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.666
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2023-07-25 10:33:55,795 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:55,807 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:55,822 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,837 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,849 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,863 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 10:33:55,876 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 10:33:55,902 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:33:55,917 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 10:33:56,005 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 10:33:56,080 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-25 10:33:56,117 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,131 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,146 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,159 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,172 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,186 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:56,199 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 10:33:56,213 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:33:56,244 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 10:33:56,257 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 10:33:56,271 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 10:33:56,284 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,299 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 10:33:56,316 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 10:33:56,330 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:33:56,346 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,359 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,375 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,391 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,404 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,417 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,432 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,446 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 10:33:56,461 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:33:56,475 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,486 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,499 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,513 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,525 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:33:56,539 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:33:56,555 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:33:56,568 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,582 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 10:33:56,594 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,609 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,623 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,635 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,648 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,663 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,678 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,691 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,706 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,720 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,734 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,747 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:56,761 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,776 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,793 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,805 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,819 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,832 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,848 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,860 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,873 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:56,888 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,903 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,916 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,931 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,946 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,961 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,977 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:56,989 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,001 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,015 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,028 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,040 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,053 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,069 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,081 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,094 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,108 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,123 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,137 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,152 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,166 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,179 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,194 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,208 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,223 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,237 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,250 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,262 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,275 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,291 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,307 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,323 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,338 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,349 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,362 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,377 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,392 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,406 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:57,421 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,434 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,450 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,462 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,477 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:57,489 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,508 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,523 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,536 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,551 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,565 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,579 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,594 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,608 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,623 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,637 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:57,651 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:57,666 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,681 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:57,694 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:57,707 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:57,720 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:57,737 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:57,750 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,767 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,781 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,793 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,807 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,823 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:57,838 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:57,851 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,867 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,881 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,894 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,908 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:57,923 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:57,937 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:57,950 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:57,962 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:57,979 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:57,993 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:58,008 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,020 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,035 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:58,050 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:58,064 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,079 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,092 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,107 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,120 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,134 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,148 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,161 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:58,177 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:58,190 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 10:33:58,205 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,220 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,235 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,249 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,264 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,278 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,292 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,307 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,323 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 10:33:58,340 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,354 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,364 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,378 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,390 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,405 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,420 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,435 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,448 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,462 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:58,477 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 10:33:58,492 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,508 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 10:33:58,523 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,537 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,553 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,568 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,583 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,597 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,612 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,627 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,643 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,656 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,672 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,686 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,699 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:58,712 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,727 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,739 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,753 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,766 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,780 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,794 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,808 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,822 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,837 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,851 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,864 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,877 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:58,892 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,905 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,918 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:58,933 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:58,948 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,963 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,979 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:58,993 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:59,006 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 10:33:59,023 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,038 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,051 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,066 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,079 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,094 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,108 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,123 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,137 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,151 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,160 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:59,176 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:33:59,190 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,203 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,217 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,231 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,244 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,257 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,271 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,285 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,300 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,314 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,330 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,347 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,362 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,375 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,390 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,404 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,418 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:33:59,430 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,445 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,460 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,475 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,482 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,495 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,508 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:33:59,521 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,532 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,548 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,562 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:33:59,577 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,589 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,602 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,617 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,628 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:33:59,643 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,656 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,671 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,686 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,701 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,715 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,726 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,739 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,753 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,768 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,782 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,797 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,809 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,819 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,830 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,842 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,854 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,869 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,881 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,896 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,911 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,927 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,941 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:33:59,956 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,971 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:33:59,986 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:34:00,001 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:34:00,015 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,030 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,045 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,060 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,073 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:34:00,087 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:34:00,102 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 10:34:00,114 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,130 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,143 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,157 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,172 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,189 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,204 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,217 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,232 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,247 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,261 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,276 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,288 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,301 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,315 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:34:00,332 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 10:34:00,348 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 10:34:00,364 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,381 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,397 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,412 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,427 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,439 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 10:34:00,455 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,465 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,479 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,494 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 10:34:00,506 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:34:00,521 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:34:00,535 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 10:34:00,549 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:00,564 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,578 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,593 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,607 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,618 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,633 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,645 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,659 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,673 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,685 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,699 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,711 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,725 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,740 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,754 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:00,768 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:00,783 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,796 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,808 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,822 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:00,834 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,848 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,863 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,877 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,892 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,904 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:00,916 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:00,931 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:00,946 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:00,961 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:00,974 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:00,987 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,002 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,016 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,031 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,046 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,060 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,075 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,089 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:34:01,103 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:34:01,118 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,132 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,147 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:01,162 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:01,175 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:01,190 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:01,205 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 10:34:01,221 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:01,233 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 10:34:01,248 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,263 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,279 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,292 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,307 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,322 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,336 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,351 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:34:01,382 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:34:01,408 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,424 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,436 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,450 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:01,471 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,485 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:34:01,511 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,525 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-25 10:34:01,552 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-25 10:34:01,594 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-25 10:34:01,624 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,638 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,654 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,668 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,681 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,695 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,709 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,724 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,735 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 10:34:01,748 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,763 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:01,777 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,792 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,807 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,819 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,834 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,848 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,861 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:01,876 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:34:01,906 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:01,963 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,978 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 10:34:01,993 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:02,091 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:02,132 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 10:34:02,161 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:02,257 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-25 10:34:02,283 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:02,297 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 10:34:02,309 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-25 10:34:02,435 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:02,450 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 10:34:02,519 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-25 10:34:02,548 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 10:34:02,562 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,575 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-25 10:34:02,686 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,699 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:02,713 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-25 10:34:02,781 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,797 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,812 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,826 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,840 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:02,855 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-25 10:34:02,912 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:34:02,981 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 10:34:02,995 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:34:03,038 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 10:34:03,063 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 10:34:03,116 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:34:03,131 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:34:03,145 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:34:03,157 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 10:34:03,169 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 10:34:03,184 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 10:34:03,198 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,213 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,226 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,241 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,254 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,267 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,282 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,296 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,311 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 10:34:03,325 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,342 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,355 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,370 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,384 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,399 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,415 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 10:34:03,428 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 10:34:03,441 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 10:34:03,456 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 10:34:03,471 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 10:34:03,485 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 10:34:03,498 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,511 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,525 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,539 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:34:03,552 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,564 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,579 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,593 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,608 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,623 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,637 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 10:34:03,653 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,666 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,680 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,696 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,709 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 10:34:03,754 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 10:34:03,769 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 10:34:03,799 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 10:34:03,813 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 10:34:03,841 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:03,856 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:03,870 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 10:34:03,883 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 10:34:03,898 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:03,912 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:03,924 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 10:34:03,950 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 10:34:03,976 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:03,990 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,005 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,018 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 10:34:04,111 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 10:34:04,163 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 10:34:04,328 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,340 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,356 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,371 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,386 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,399 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,415 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,431 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 10:34:04,460 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:34:04,473 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,487 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,502 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,517 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,531 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,543 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,558 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,573 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,587 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,602 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,616 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,630 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,645 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,655 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 10:34:04,668 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,681 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 10:34:04,694 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 10:34:04,710 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:04,724 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,737 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,749 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,761 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,774 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,788 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,802 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,816 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,830 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,843 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,858 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,873 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,885 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,900 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,914 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 10:34:04,927 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,941 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,952 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,967 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,981 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:04,996 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:05,010 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:05,023 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:05,036 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:05,050 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 10:34:05,064 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,078 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,091 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,103 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,118 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,132 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,147 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,159 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:05,174 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,190 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,206 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,220 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,235 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,244 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,260 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,272 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,285 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,300 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,315 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,330 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,346 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,362 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,376 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,392 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,404 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,420 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,438 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,453 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,468 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,483 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,500 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,513 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,527 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,542 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,557 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:34:05,569 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:34:05,582 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,597 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,611 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,626 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,640 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:34:05,655 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,670 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,685 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,697 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,713 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:34:05,726 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,740 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,755 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,770 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,785 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,797 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,812 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,827 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,842 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,857 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,872 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,887 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,902 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,914 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,929 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,943 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,957 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:05,972 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 10:34:05,987 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,002 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,017 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,031 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,040 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,055 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,068 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,082 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,097 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,112 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,126 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,137 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,147 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,163 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,178 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,192 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,205 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,219 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:34:06,234 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,247 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,261 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,276 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,290 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,304 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,317 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:34:06,331 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:06,346 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:06,361 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:34:06,374 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 10:34:06,388 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 10:34:06,403 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 10:34:06,417 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:06,432 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:06,447 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:06,462 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:06,476 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 10:34:06,492 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 10:34:22,854 semantic_segmentation INFO: Iters: 50410/150000 || Lr: 0.013834 || Task Loss: 0.4596 || KD Loss: 0.0879|| 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: 23:48:07 || Estimated Time: 1 day, 23:01:22
2023-07-25 10:34:39,367 semantic_segmentation INFO: Iters: 50420/150000 || Lr: 0.013833 || Task Loss: 0.4406 || KD Loss: 0.0885|| 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: 23:48:23 || Estimated Time: 1 day, 23:01:04
2023-07-25 10:34:55,758 semantic_segmentation INFO: Iters: 50430/150000 || Lr: 0.013831 || Task Loss: 0.6881 || KD Loss: 0.2083|| 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: 23:48:40 || Estimated Time: 1 day, 23:00:46
2023-07-25 10:35:12,327 semantic_segmentation INFO: Iters: 50440/150000 || Lr: 0.013830 || Task Loss: 0.4369 || KD Loss: 0.0679|| 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: 23:48:56 || Estimated Time: 1 day, 23:00:28
2023-07-25 10:35:28,899 semantic_segmentation INFO: Iters: 50450/150000 || Lr: 0.013829 || Task Loss: 0.3784 || KD Loss: 0.1131|| 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: 23:49:13 || Estimated Time: 1 day, 23:00:11
2023-07-25 10:35:45,374 semantic_segmentation INFO: Iters: 50460/150000 || Lr: 0.013828 || Task Loss: 0.5025 || KD Loss: 0.1795|| 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: 23:49:29 || Estimated Time: 1 day, 22:59:53
2023-07-25 10:36:01,883 semantic_segmentation INFO: Iters: 50470/150000 || Lr: 0.013826 || Task Loss: 0.5611 || KD Loss: 0.1539|| 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: 23:49:46 || Estimated Time: 1 day, 22:59:35
2023-07-25 10:36:18,477 semantic_segmentation INFO: Iters: 50480/150000 || Lr: 0.013825 || Task Loss: 0.4225 || KD Loss: 0.0586|| 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: 23:50:02 || Estimated Time: 1 day, 22:59:17
2023-07-25 10:36:34,964 semantic_segmentation INFO: Iters: 50490/150000 || Lr: 0.013824 || Task Loss: 0.5868 || KD Loss: 0.1172|| 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: 23:50:19 || Estimated Time: 1 day, 22:58:59
2023-07-25 10:36:51,470 semantic_segmentation INFO: Iters: 50500/150000 || Lr: 0.013823 || Task Loss: 0.5829 || KD Loss: 0.1920|| 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: 23:50:35 || Estimated Time: 1 day, 22:58:41
2023-07-25 10:37:07,983 semantic_segmentation INFO: Iters: 50510/150000 || Lr: 0.013821 || Task Loss: 0.4423 || KD Loss: 0.1699|| 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: 23:50:52 || Estimated Time: 1 day, 22:58:23
2023-07-25 10:37:24,447 semantic_segmentation INFO: Iters: 50520/150000 || Lr: 0.013820 || Task Loss: 0.3303 || KD Loss: 0.0557|| 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: 23:51:08 || Estimated Time: 1 day, 22:58:05
2023-07-25 10:37:41,017 semantic_segmentation INFO: Iters: 50530/150000 || Lr: 0.013819 || Task Loss: 0.5225 || KD Loss: 0.1235|| 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: 23:51:25 || Estimated Time: 1 day, 22:57:47
2023-07-25 10:37:57,501 semantic_segmentation INFO: Iters: 50540/150000 || Lr: 0.013818 || Task Loss: 0.3496 || KD Loss: 0.0426|| 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: 23:51:41 || Estimated Time: 1 day, 22:57:29
2023-07-25 10:38:13,992 semantic_segmentation INFO: Iters: 50550/150000 || Lr: 0.013816 || Task Loss: 0.4375 || KD Loss: 0.1106|| 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: 23:51:58 || Estimated Time: 1 day, 22:57:11
2023-07-25 10:38:30,457 semantic_segmentation INFO: Iters: 50560/150000 || Lr: 0.013815 || Task Loss: 0.6354 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:14 || Estimated Time: 1 day, 22:56:53
2023-07-25 10:38:46,960 semantic_segmentation INFO: Iters: 50570/150000 || Lr: 0.013814 || Task Loss: 0.6196 || KD Loss: 0.2131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:52:31 || Estimated Time: 1 day, 22:56:35
2023-07-25 10:39:03,356 semantic_segmentation INFO: Iters: 50580/150000 || Lr: 0.013813 || Task Loss: 0.6734 || KD Loss: 0.1745|| 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: 23:52:47 || Estimated Time: 1 day, 22:56:17
2023-07-25 10:39:19,735 semantic_segmentation INFO: Iters: 50590/150000 || Lr: 0.013811 || Task Loss: 0.4935 || KD Loss: 0.0780|| 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: 23:53:04 || Estimated Time: 1 day, 22:55:59
2023-07-25 10:39:36,134 semantic_segmentation INFO: Iters: 50600/150000 || Lr: 0.013810 || Task Loss: 0.4952 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:53:20 || Estimated Time: 1 day, 22:55:40
2023-07-25 10:39:52,604 semantic_segmentation INFO: Iters: 50610/150000 || Lr: 0.013809 || Task Loss: 0.4013 || KD Loss: 0.0600|| 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: 23:53:37 || Estimated Time: 1 day, 22:55:22
2023-07-25 10:40:09,089 semantic_segmentation INFO: Iters: 50620/150000 || Lr: 0.013808 || Task Loss: 0.4502 || KD Loss: 0.0975|| 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: 23:53:53 || Estimated Time: 1 day, 22:55:04
2023-07-25 10:40:25,446 semantic_segmentation INFO: Iters: 50630/150000 || Lr: 0.013806 || Task Loss: 0.3883 || KD Loss: 0.1067|| 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: 23:54:09 || Estimated Time: 1 day, 22:54:46
2023-07-25 10:40:42,255 semantic_segmentation INFO: Iters: 50640/150000 || Lr: 0.013805 || Task Loss: 0.4275 || KD Loss: 0.1144|| 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: 23:54:26 || Estimated Time: 1 day, 22:54:29
2023-07-25 10:40:58,647 semantic_segmentation INFO: Iters: 50650/150000 || Lr: 0.013804 || Task Loss: 0.3008 || KD Loss: 0.0478|| 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: 23:54:43 || Estimated Time: 1 day, 22:54:11
2023-07-25 10:41:15,125 semantic_segmentation INFO: Iters: 50660/150000 || Lr: 0.013803 || Task Loss: 0.3688 || KD Loss: 0.1006|| 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: 23:54:59 || Estimated Time: 1 day, 22:53:53
2023-07-25 10:41:31,572 semantic_segmentation INFO: Iters: 50670/150000 || Lr: 0.013801 || Task Loss: 0.5730 || KD Loss: 0.1191|| 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: 23:55:16 || Estimated Time: 1 day, 22:53:34
2023-07-25 10:41:48,007 semantic_segmentation INFO: Iters: 50680/150000 || Lr: 0.013800 || Task Loss: 0.3177 || KD Loss: 0.0890|| 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: 23:55:32 || Estimated Time: 1 day, 22:53:16
2023-07-25 10:42:04,374 semantic_segmentation INFO: Iters: 50690/150000 || Lr: 0.013799 || Task Loss: 0.3519 || KD Loss: 0.0650|| 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: 23:55:48 || Estimated Time: 1 day, 22:52:58
2023-07-25 10:42:20,785 semantic_segmentation INFO: Iters: 50700/150000 || Lr: 0.013798 || Task Loss: 0.5255 || KD Loss: 0.0939|| 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: 23:56:05 || Estimated Time: 1 day, 22:52:40
2023-07-25 10:42:37,171 semantic_segmentation INFO: Iters: 50710/150000 || Lr: 0.013796 || Task Loss: 0.3889 || KD Loss: 0.1132|| 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: 23:56:21 || Estimated Time: 1 day, 22:52:22
2023-07-25 10:42:53,558 semantic_segmentation INFO: Iters: 50720/150000 || Lr: 0.013795 || Task Loss: 0.5786 || KD Loss: 0.0777|| 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: 23:56:38 || Estimated Time: 1 day, 22:52:04
2023-07-25 10:43:09,898 semantic_segmentation INFO: Iters: 50730/150000 || Lr: 0.013794 || Task Loss: 0.4698 || KD Loss: 0.1214|| 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: 23:56:54 || Estimated Time: 1 day, 22:51:45
2023-07-25 10:43:26,336 semantic_segmentation INFO: Iters: 50740/150000 || Lr: 0.013793 || Task Loss: 0.5421 || KD Loss: 0.1641|| 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: 23:57:10 || Estimated Time: 1 day, 22:51:27
2023-07-25 10:43:42,725 semantic_segmentation INFO: Iters: 50750/150000 || Lr: 0.013791 || Task Loss: 0.5767 || KD Loss: 0.1655|| 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: 23:57:27 || Estimated Time: 1 day, 22:51:09
2023-07-25 10:43:59,086 semantic_segmentation INFO: Iters: 50760/150000 || Lr: 0.013790 || Task Loss: 0.3590 || KD Loss: 0.0668|| 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: 23:57:43 || Estimated Time: 1 day, 22:50:51
2023-07-25 10:44:15,504 semantic_segmentation INFO: Iters: 50770/150000 || Lr: 0.013789 || Task Loss: 0.4705 || KD Loss: 0.1118|| 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: 23:57:59 || Estimated Time: 1 day, 22:50:33
2023-07-25 10:44:31,966 semantic_segmentation INFO: Iters: 50780/150000 || Lr: 0.013788 || Task Loss: 0.4413 || KD Loss: 0.1350|| 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: 23:58:16 || Estimated Time: 1 day, 22:50:15
2023-07-25 10:44:48,419 semantic_segmentation INFO: Iters: 50790/150000 || Lr: 0.013786 || Task Loss: 0.8605 || KD Loss: 0.2757|| 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: 23:58:32 || Estimated Time: 1 day, 22:49:57
2023-07-25 10:45:04,831 semantic_segmentation INFO: Iters: 50800/150000 || Lr: 0.013785 || Task Loss: 1.1607 || KD Loss: 0.4516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:58:49 || Estimated Time: 1 day, 22:49:39
2023-07-25 10:45:21,244 semantic_segmentation INFO: Iters: 50810/150000 || Lr: 0.013784 || Task Loss: 0.9687 || KD Loss: 0.3403|| 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: 23:59:05 || Estimated Time: 1 day, 22:49:20
2023-07-25 10:45:37,809 semantic_segmentation INFO: Iters: 50820/150000 || Lr: 0.013783 || Task Loss: 0.5706 || KD Loss: 0.1343|| 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: 23:59:22 || Estimated Time: 1 day, 22:49:03
2023-07-25 10:45:54,220 semantic_segmentation INFO: Iters: 50830/150000 || Lr: 0.013781 || Task Loss: 0.6582 || KD Loss: 0.2490|| 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: 23:59:38 || Estimated Time: 1 day, 22:48:45
2023-07-25 10:46:10,613 semantic_segmentation INFO: Iters: 50840/150000 || Lr: 0.013780 || Task Loss: 0.5084 || KD Loss: 0.1023|| 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: 23:59:55 || Estimated Time: 1 day, 22:48:26
2023-07-25 10:46:26,973 semantic_segmentation INFO: Iters: 50850/150000 || Lr: 0.013779 || Task Loss: 0.7749 || KD Loss: 0.2605|| 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, 0:00:11 || Estimated Time: 1 day, 22:48:08
2023-07-25 10:46:43,475 semantic_segmentation INFO: Iters: 50860/150000 || Lr: 0.013778 || Task Loss: 0.5543 || KD Loss: 0.1764|| 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, 0:00:27 || Estimated Time: 1 day, 22:47:50
2023-07-25 10:46:59,976 semantic_segmentation INFO: Iters: 50870/150000 || Lr: 0.013776 || Task Loss: 0.3269 || KD Loss: 0.0851|| 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, 0:00:44 || Estimated Time: 1 day, 22:47:32
2023-07-25 10:47:16,353 semantic_segmentation INFO: Iters: 50880/150000 || Lr: 0.013775 || Task Loss: 0.6444 || KD Loss: 0.1845|| 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: 1 day, 0:01:00 || Estimated Time: 1 day, 22:47:14
2023-07-25 10:47:32,879 semantic_segmentation INFO: Iters: 50890/150000 || Lr: 0.013774 || Task Loss: 0.5174 || KD Loss: 0.1456|| 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, 0:01:17 || Estimated Time: 1 day, 22:46:56
2023-07-25 10:47:49,396 semantic_segmentation INFO: Iters: 50900/150000 || Lr: 0.013773 || Task Loss: 0.5617 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:01:33 || Estimated Time: 1 day, 22:46:38
2023-07-25 10:48:05,923 semantic_segmentation INFO: Iters: 50910/150000 || Lr: 0.013771 || Task Loss: 0.5065 || KD Loss: 0.1528|| 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, 0:01:50 || Estimated Time: 1 day, 22:46:20
2023-07-25 10:48:22,303 semantic_segmentation INFO: Iters: 50920/150000 || Lr: 0.013770 || Task Loss: 0.4651 || KD Loss: 0.1266|| 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, 0:02:06 || Estimated Time: 1 day, 22:46:02
2023-07-25 10:48:38,690 semantic_segmentation INFO: Iters: 50930/150000 || Lr: 0.013769 || Task Loss: 0.5921 || KD Loss: 0.1659|| 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 day, 0:02:23 || Estimated Time: 1 day, 22:45:44
2023-07-25 10:48:55,197 semantic_segmentation INFO: Iters: 50940/150000 || Lr: 0.013768 || Task Loss: 0.4554 || KD Loss: 0.1186|| 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, 0:02:39 || Estimated Time: 1 day, 22:45:26
2023-07-25 10:49:11,649 semantic_segmentation INFO: Iters: 50950/150000 || Lr: 0.013766 || Task Loss: 0.5976 || KD Loss: 0.1235|| 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, 0:02:56 || Estimated Time: 1 day, 22:45:08
2023-07-25 10:49:28,067 semantic_segmentation INFO: Iters: 50960/150000 || Lr: 0.013765 || Task Loss: 0.5190 || KD Loss: 0.1208|| 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, 0:03:12 || Estimated Time: 1 day, 22:44:50
2023-07-25 10:49:44,431 semantic_segmentation INFO: Iters: 50970/150000 || Lr: 0.013764 || Task Loss: 0.4927 || KD Loss: 0.1018|| 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: 1 day, 0:03:28 || Estimated Time: 1 day, 22:44:32
2023-07-25 10:50:00,825 semantic_segmentation INFO: Iters: 50980/150000 || Lr: 0.013763 || Task Loss: 0.5737 || KD Loss: 0.1778|| 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, 0:03:45 || Estimated Time: 1 day, 22:44:13
2023-07-25 10:50:17,193 semantic_segmentation INFO: Iters: 50990/150000 || Lr: 0.013761 || Task Loss: 0.7166 || KD Loss: 0.1857|| 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, 0:04:01 || Estimated Time: 1 day, 22:43:55
2023-07-25 10:50:33,595 semantic_segmentation INFO: Iters: 51000/150000 || Lr: 0.013760 || Task Loss: 0.7649 || KD Loss: 0.2144|| 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, 0:04:18 || Estimated Time: 1 day, 22:43:37
2023-07-25 10:50:49,979 semantic_segmentation INFO: Iters: 51010/150000 || Lr: 0.013759 || Task Loss: 0.5294 || KD Loss: 0.1497|| 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, 0:04:34 || Estimated Time: 1 day, 22:43:19
2023-07-25 10:51:07,646 semantic_segmentation INFO: Iters: 51020/150000 || Lr: 0.013758 || Task Loss: 0.5143 || KD Loss: 0.1552|| 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, 0:04:52 || Estimated Time: 1 day, 22:43:03
2023-07-25 10:51:26,223 semantic_segmentation INFO: Iters: 51030/150000 || Lr: 0.013756 || Task Loss: 0.4856 || KD Loss: 0.0852|| 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, 0:05:10 || Estimated Time: 1 day, 22:42:49
2023-07-25 10:51:42,624 semantic_segmentation INFO: Iters: 51040/150000 || Lr: 0.013755 || Task Loss: 0.4231 || KD Loss: 0.0927|| 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, 0:05:27 || Estimated Time: 1 day, 22:42:31
2023-07-25 10:51:58,985 semantic_segmentation INFO: Iters: 51050/150000 || Lr: 0.013754 || Task Loss: 0.6949 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:43 || Estimated Time: 1 day, 22:42:13
2023-07-25 10:52:15,387 semantic_segmentation INFO: Iters: 51060/150000 || Lr: 0.013753 || Task Loss: 0.4326 || KD Loss: 0.1257|| 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, 0:05:59 || Estimated Time: 1 day, 22:41:55
2023-07-25 10:52:31,763 semantic_segmentation INFO: Iters: 51070/150000 || Lr: 0.013751 || Task Loss: 0.4604 || KD Loss: 0.0969|| 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, 0:06:16 || Estimated Time: 1 day, 22:41:37
2023-07-25 10:52:48,161 semantic_segmentation INFO: Iters: 51080/150000 || Lr: 0.013750 || Task Loss: 0.5748 || KD Loss: 0.1239|| 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, 0:06:32 || Estimated Time: 1 day, 22:41:19
2023-07-25 10:53:04,536 semantic_segmentation INFO: Iters: 51090/150000 || Lr: 0.013749 || Task Loss: 0.6365 || KD Loss: 0.1874|| 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: 1 day, 0:06:49 || Estimated Time: 1 day, 22:41:00
2023-07-25 10:53:20,915 semantic_segmentation INFO: Iters: 51100/150000 || Lr: 0.013748 || Task Loss: 0.3599 || KD Loss: 0.0896|| 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, 0:07:05 || Estimated Time: 1 day, 22:40:42
2023-07-25 10:53:37,278 semantic_segmentation INFO: Iters: 51110/150000 || Lr: 0.013746 || Task Loss: 0.3802 || KD Loss: 0.0532|| 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, 0:07:21 || Estimated Time: 1 day, 22:40:24
2023-07-25 10:53:53,694 semantic_segmentation INFO: Iters: 51120/150000 || Lr: 0.013745 || Task Loss: 0.5083 || KD Loss: 0.1252|| 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, 0:07:38 || Estimated Time: 1 day, 22:40:06
2023-07-25 10:54:10,102 semantic_segmentation INFO: Iters: 51130/150000 || Lr: 0.013744 || Task Loss: 0.4764 || KD Loss: 0.1577|| 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, 0:07:54 || Estimated Time: 1 day, 22:39:48
2023-07-25 10:54:26,477 semantic_segmentation INFO: Iters: 51140/150000 || Lr: 0.013743 || Task Loss: 0.6289 || KD Loss: 0.1900|| 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, 0:08:10 || Estimated Time: 1 day, 22:39:30
2023-07-25 10:54:42,826 semantic_segmentation INFO: Iters: 51150/150000 || Lr: 0.013741 || Task Loss: 0.4949 || KD Loss: 0.1353|| 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, 0:08:27 || Estimated Time: 1 day, 22:39:11
2023-07-25 10:54:59,232 semantic_segmentation INFO: Iters: 51160/150000 || Lr: 0.013740 || Task Loss: 0.3561 || KD Loss: 0.0851|| 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, 0:08:43 || Estimated Time: 1 day, 22:38:53
2023-07-25 10:55:15,621 semantic_segmentation INFO: Iters: 51170/150000 || Lr: 0.013739 || Task Loss: 0.5359 || KD Loss: 0.1278|| 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: 1 day, 0:09:00 || Estimated Time: 1 day, 22:38:35
2023-07-25 10:55:32,020 semantic_segmentation INFO: Iters: 51180/150000 || Lr: 0.013738 || Task Loss: 0.5016 || KD Loss: 0.1299|| 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: 1 day, 0:09:16 || Estimated Time: 1 day, 22:38:17
2023-07-25 10:55:48,404 semantic_segmentation INFO: Iters: 51190/150000 || Lr: 0.013736 || Task Loss: 0.3642 || KD Loss: 0.0566|| 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, 0:09:32 || Estimated Time: 1 day, 22:37:59
2023-07-25 10:56:04,778 semantic_segmentation INFO: Iters: 51200/150000 || Lr: 0.013735 || Task Loss: 0.4233 || KD Loss: 0.0966|| 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, 0:09:49 || Estimated Time: 1 day, 22:37:41
2023-07-25 10:56:04,892 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 10:56:05,340 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.088
2023-07-25 10:56:05,372 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.133
2023-07-25 10:56:05,384 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.165
2023-07-25 10:56:05,397 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.165
2023-07-25 10:56:05,410 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.239
2023-07-25 10:56:05,422 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.285
2023-07-25 10:56:05,435 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.331
2023-07-25 10:56:05,449 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.335
2023-07-25 10:56:05,461 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.335
2023-07-25 10:56:05,474 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.948, mIoU: 0.376
2023-07-25 10:56:05,488 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.386
2023-07-25 10:56:05,502 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.402
2023-07-25 10:56:05,514 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.933, mIoU: 0.414
2023-07-25 10:56:05,528 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.385
2023-07-25 10:56:05,541 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.923, mIoU: 0.373
2023-07-25 10:56:05,553 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.364
2023-07-25 10:56:05,566 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.357
2023-07-25 10:56:05,578 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.915, mIoU: 0.357
2023-07-25 10:56:05,593 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.365
2023-07-25 10:56:05,608 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.408
2023-07-25 10:56:05,622 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.917, mIoU: 0.405
2023-07-25 10:56:05,636 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.412
2023-07-25 10:56:05,650 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.914, mIoU: 0.433
2023-07-25 10:56:05,665 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.917, mIoU: 0.459
2023-07-25 10:56:05,680 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.915, mIoU: 0.463
2023-07-25 10:56:05,694 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.468
2023-07-25 10:56:05,708 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.473
2023-07-25 10:56:05,719 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.472
2023-07-25 10:56:05,734 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.465
2023-07-25 10:56:05,748 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.465
2023-07-25 10:56:05,761 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.467
2023-07-25 10:56:05,776 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.466
2023-07-25 10:56:05,791 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.474
2023-07-25 10:56:05,805 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.470
2023-07-25 10:56:05,819 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.506
2023-07-25 10:56:05,834 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.506
2023-07-25 10:56:05,847 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.509
2023-07-25 10:56:05,859 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.552
2023-07-25 10:56:05,875 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-25 10:56:05,888 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.556
2023-07-25 10:56:05,902 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-25 10:56:05,917 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.581
2023-07-25 10:56:05,931 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.573
2023-07-25 10:56:05,945 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-25 10:56:05,960 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.576
2023-07-25 10:56:05,975 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.581
2023-07-25 10:56:05,988 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-25 10:56:06,000 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-25 10:56:06,014 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-25 10:56:06,030 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-25 10:56:06,046 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-25 10:56:06,061 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-25 10:56:06,074 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.584
2023-07-25 10:56:06,089 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-25 10:56:06,104 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.587
2023-07-25 10:56:06,117 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-25 10:56:06,132 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.578
2023-07-25 10:56:06,149 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.575
2023-07-25 10:56:06,162 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.579
2023-07-25 10:56:06,177 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.613
2023-07-25 10:56:06,190 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.615
2023-07-25 10:56:06,204 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-25 10:56:06,217 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.611
2023-07-25 10:56:06,234 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.615
2023-07-25 10:56:06,247 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.615
2023-07-25 10:56:06,261 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-25 10:56:06,277 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-25 10:56:06,290 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-25 10:56:06,305 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-25 10:56:06,319 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-25 10:56:06,336 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 10:56:06,408 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.686
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2023-07-25 10:56:06,432 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 10:56:06,447 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 10:56:06,476 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.688
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2023-07-25 10:56:06,505 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 10:56:06,520 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 10:56:06,536 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 10:56:06,551 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 10:56:06,566 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 10:56:06,582 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 10:56:06,598 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:56:06,611 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:56:06,626 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 10:56:06,641 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 10:56:06,656 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 10:56:06,670 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 10:56:06,685 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-25 10:56:06,725 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 10:56:06,739 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 10:56:06,752 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 10:56:06,767 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 10:56:06,780 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 10:56:06,793 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-25 10:56:06,807 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 10:56:06,821 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 10:56:06,834 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-25 10:56:06,914 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-25 10:56:06,929 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-25 10:56:06,985 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 10:56:07,000 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-25 10:56:07,013 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-25 10:56:07,027 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-25 10:56:07,042 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.659
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2023-07-25 10:56:07,068 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.654
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2023-07-25 10:56:07,133 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.656
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2023-07-25 10:56:07,170 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-25 10:56:07,184 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.665
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2023-07-25 10:56:07,212 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.666
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2023-07-25 10:56:07,279 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.668
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2023-07-25 10:56:07,321 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-25 10:56:07,337 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-25 10:56:07,352 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-25 10:56:07,367 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-25 10:56:07,381 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.675
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2023-07-25 10:56:07,419 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-25 10:56:07,577 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-25 10:56:07,662 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.668
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2023-07-25 10:56:07,702 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 10:56:07,717 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.920, mIoU: 0.637
2023-07-25 10:56:07,733 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-25 10:56:07,746 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.636
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2023-07-25 10:56:07,792 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.638
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2023-07-25 10:56:07,820 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-25 10:56:07,833 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-25 10:56:07,849 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-25 10:56:07,862 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-25 10:56:07,877 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.918, mIoU: 0.632
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2023-07-25 10:56:07,906 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-25 10:56:07,919 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.919, mIoU: 0.635
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2023-07-25 10:56:08,124 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.919, mIoU: 0.632
2023-07-25 10:56:08,141 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.919, mIoU: 0.637
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2023-07-25 10:56:08,171 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 10:56:08,186 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 10:56:08,201 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-25 10:56:08,363 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 10:56:08,392 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.920, mIoU: 0.651
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2023-07-25 10:56:08,484 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 10:56:09,112 semantic_segmentation INFO: Sample: 268, Validation pixAcc: 0.919, mIoU: 0.662
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2023-07-25 10:56:09,194 semantic_segmentation INFO: Sample: 274, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-25 10:56:09,288 semantic_segmentation INFO: Sample: 281, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 10:56:09,319 semantic_segmentation INFO: Sample: 283, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 10:56:09,379 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-25 10:56:09,590 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 10:56:09,620 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.913, mIoU: 0.645
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2023-07-25 10:56:09,659 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.912, mIoU: 0.642
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2023-07-25 10:56:09,831 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 10:56:09,903 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 10:56:09,974 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.915, mIoU: 0.650
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2023-07-25 10:56:10,423 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 10:56:10,453 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-25 10:56:10,493 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 10:56:10,509 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 10:56:10,521 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-25 10:56:10,551 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 10:56:10,566 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 10:56:10,579 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 10:56:10,594 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.913, mIoU: 0.633
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2023-07-25 10:56:10,623 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.913, mIoU: 0.634
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2023-07-25 10:56:10,768 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-25 10:56:11,108 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 10:56:11,122 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.913, mIoU: 0.626
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2023-07-25 10:56:11,149 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.912, mIoU: 0.624
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2023-07-25 10:56:11,175 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-25 10:56:11,274 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 10:56:11,287 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.911, mIoU: 0.623
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2023-07-25 10:56:11,399 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.911, mIoU: 0.631
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2023-07-25 10:56:11,865 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 10:56:11,880 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 10:56:11,893 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 10:56:11,907 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 10:56:11,923 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 10:56:11,937 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 10:56:11,952 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 10:56:11,966 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 10:56:11,978 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.911, mIoU: 0.629
2023-07-25 10:56:11,992 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 10:56:12,007 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 10:56:12,020 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 10:56:12,035 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 10:56:12,046 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 10:56:12,060 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 10:56:12,074 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 10:56:12,089 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 10:56:12,103 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 10:56:12,118 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 10:56:12,127 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 10:56:12,140 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 10:56:12,154 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 10:56:12,169 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 10:56:12,182 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 10:56:12,194 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 10:56:12,208 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 10:56:12,222 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 10:56:12,238 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 10:56:12,252 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 10:56:12,261 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 10:56:12,276 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 10:56:12,291 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 10:56:12,303 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 10:56:12,318 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 10:56:12,333 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 10:56:12,347 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 10:56:12,363 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 10:56:12,376 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 10:56:12,391 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 10:56:12,407 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 10:56:12,422 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 10:56:12,437 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 10:56:12,451 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 10:56:12,463 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 10:56:12,477 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 10:56:12,492 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 10:56:12,505 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 10:56:12,519 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 10:56:12,534 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 10:56:12,549 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 10:56:12,563 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 10:56:12,576 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 10:56:12,589 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 10:56:12,603 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 10:56:12,618 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 10:56:12,632 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 10:56:12,647 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 10:56:12,660 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 10:56:12,677 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 10:56:12,692 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 10:56:12,705 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 10:56:12,720 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:12,731 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:12,746 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:12,759 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:12,771 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:12,783 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:12,798 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:12,814 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:12,828 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:12,844 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:12,852 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:12,867 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:12,882 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:12,897 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:12,911 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:12,926 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:12,938 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:12,951 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:12,965 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:12,979 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:12,993 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,005 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,017 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,031 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,045 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,060 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,073 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,087 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:13,102 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:13,117 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:13,130 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:13,145 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,160 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,172 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,187 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,202 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,216 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,230 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,243 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:13,258 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 10:56:13,272 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 10:56:13,288 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 10:56:13,298 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:13,313 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:13,328 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:13,341 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:13,355 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:13,368 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:13,382 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,396 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,411 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,423 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,435 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 10:56:13,448 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:13,463 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:13,478 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:13,493 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,508 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:13,522 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 10:56:13,535 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,550 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,566 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,579 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,594 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,609 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,623 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,638 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,652 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,663 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,678 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,694 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,707 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,721 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:13,735 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,746 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,760 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:13,774 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:13,788 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,800 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,814 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,827 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,842 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:13,856 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:13,871 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:13,886 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:13,901 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:13,916 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:13,929 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:13,942 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 10:56:13,956 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,971 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:13,986 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:13,998 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 10:56:14,013 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,026 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,041 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,056 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,071 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,086 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,100 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 10:56:14,115 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 10:56:14,129 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,143 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,157 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,171 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,189 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,203 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,218 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,228 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,241 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,255 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,268 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,282 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 10:56:14,295 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,308 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,322 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,338 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 10:56:14,353 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,368 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,381 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,395 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,407 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,421 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 10:56:14,436 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 10:56:14,450 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,465 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,480 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,494 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,507 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,522 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 10:56:14,537 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,549 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,562 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,576 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,591 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,606 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,618 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,632 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,648 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,662 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,675 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 10:56:14,688 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,697 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,712 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 10:56:14,727 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,741 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,756 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,771 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,785 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,800 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,815 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,827 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,841 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,855 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,870 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,884 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,897 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:14,910 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:14,922 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:14,936 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,949 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,962 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 10:56:14,974 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:14,988 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,004 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,015 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,029 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,042 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,054 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,069 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,084 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:15,098 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:15,113 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,128 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,142 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,155 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,170 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,185 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,201 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,216 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,230 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:15,251 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:15,263 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:15,276 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:15,288 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,303 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,319 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,332 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,346 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,361 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,375 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,390 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,405 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,419 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,432 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,446 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,459 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:15,473 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,488 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,501 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,517 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,529 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,544 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,559 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,571 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,584 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,599 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,614 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,628 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 10:56:15,642 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 10:56:15,654 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,666 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,680 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,693 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 10:56:15,709 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 10:56:15,726 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,739 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,754 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,767 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,781 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,796 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,809 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,822 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:15,837 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:15,852 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:15,865 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:15,880 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:56:15,894 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:15,908 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 10:56:15,920 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:15,934 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:15,949 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:15,965 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:15,977 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:15,991 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,003 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,018 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,030 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,042 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,056 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,070 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,082 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,097 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,113 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,128 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,144 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,157 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,169 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,184 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,197 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,210 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,224 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,240 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,253 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,267 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,281 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,297 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,311 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,326 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,339 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,353 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,368 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,382 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,396 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,410 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,423 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,435 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,446 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,460 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,475 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,488 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,502 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,512 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,525 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,539 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,553 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,566 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,581 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,594 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,609 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,622 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,636 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:16,649 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,664 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,678 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,691 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,708 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,724 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,739 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,753 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,768 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,782 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,797 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,811 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,826 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:16,840 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,854 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,867 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,880 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,896 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,910 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:16,925 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:16,940 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:16,952 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,966 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:16,982 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:16,997 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,010 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,025 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,040 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,053 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,067 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,082 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,097 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:17,110 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:17,121 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:17,137 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,151 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,166 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,178 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,192 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,206 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,220 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,235 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,247 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,261 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,273 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,287 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,300 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,312 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,327 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,340 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,355 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,370 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,385 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,399 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,413 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,427 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,441 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,457 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,471 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,487 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,502 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,511 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,526 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,539 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,553 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,567 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,582 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,594 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,609 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,623 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,636 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,651 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,666 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,678 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,693 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,707 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,722 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:17,735 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,751 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,766 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,781 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,794 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:17,809 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:17,824 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:17,837 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:17,852 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:17,866 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,879 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,893 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,906 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,921 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,936 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,950 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,964 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:17,979 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:17,994 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,007 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,020 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,034 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,047 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,060 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,074 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,088 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,102 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,117 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:18,129 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:18,141 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,156 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,171 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,184 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,199 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,212 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,227 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,240 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,256 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,271 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,285 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,294 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,310 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,325 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,337 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,351 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:18,366 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,381 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:18,393 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,408 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,422 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,438 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:18,452 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,466 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,482 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,499 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,511 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,526 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,541 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:18,554 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 10:56:18,567 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 10:56:18,581 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,595 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,610 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,616 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,629 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,641 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,653 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,664 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 10:56:18,678 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,691 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,705 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,717 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,729 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,743 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:18,754 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:18,769 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:18,781 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,795 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,810 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,824 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,838 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,849 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,862 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,876 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 10:56:18,890 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,904 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,918 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,931 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,941 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,951 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,963 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:18,974 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:18,990 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,002 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,017 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,032 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,047 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,060 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,075 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,090 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,104 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,120 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,133 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,147 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,162 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,177 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,189 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,202 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,216 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,228 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,243 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,256 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,270 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,284 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,301 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,316 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,328 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:19,343 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 10:56:19,357 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,371 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,386 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,399 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,411 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 10:56:19,426 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 10:56:19,441 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 10:56:19,456 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 10:56:19,471 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,486 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,502 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 10:56:19,516 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:19,531 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:19,544 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 10:56:19,559 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,569 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,582 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,596 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,607 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,621 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,634 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,649 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,663 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,678 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,692 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,706 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,718 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,733 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,745 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,760 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,775 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,787 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,801 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,814 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,829 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,844 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,859 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,873 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,888 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,900 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,912 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:19,927 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,940 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,953 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 10:56:19,968 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,982 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:19,998 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:20,011 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 10:56:20,023 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,038 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,054 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:20,068 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,081 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,094 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,108 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 10:56:20,123 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 10:56:20,137 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-25 10:56:20,181 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:20,195 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,209 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 10:56:20,224 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.917, mIoU: 0.658
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2023-07-25 10:56:20,266 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:20,279 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 10:56:20,294 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-25 10:56:20,348 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.657
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2023-07-25 10:56:20,404 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 10:56:20,419 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 10:56:20,434 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.657
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2023-07-25 10:56:20,574 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.657
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2023-07-25 10:56:20,616 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 10:56:20,630 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 10:56:20,656 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 10:56:20,696 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 10:56:20,810 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:20,824 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:20,835 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:20,848 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-25 10:56:20,916 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-25 10:56:20,971 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:20,986 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:21,001 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.916, mIoU: 0.656
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2023-07-25 10:56:21,320 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:21,332 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:21,346 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:21,360 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-25 10:56:21,386 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 10:56:21,398 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.654
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2023-07-25 10:56:21,813 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.915, mIoU: 0.655
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2023-07-25 10:56:22,071 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:22,085 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.655
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2023-07-25 10:56:22,662 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,677 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,691 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,705 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,719 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,734 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,746 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,760 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,774 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,786 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 10:56:22,801 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,816 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,831 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:22,845 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:22,859 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,873 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,887 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,902 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,916 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,931 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,946 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:22,960 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:22,975 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:22,990 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,003 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,016 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,031 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,046 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,059 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,073 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,087 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,101 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,116 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,130 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,144 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,159 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,171 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,184 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,196 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,208 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,221 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,235 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,249 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,262 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,274 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,289 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,301 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,315 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,330 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,346 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,361 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,376 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,389 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,404 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,419 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,432 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,448 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,463 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,479 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:23,492 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:23,506 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,521 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,534 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,549 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,561 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,575 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,589 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:23,603 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,617 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,629 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:23,643 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,657 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,671 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,686 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,700 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,714 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,730 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,739 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,753 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,766 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 10:56:23,827 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 10:56:23,866 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,880 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,894 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,908 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,922 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,935 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 10:56:23,964 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:23,976 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 10:56:23,991 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,005 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,017 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,031 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,042 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,057 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,071 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 10:56:24,085 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:24,100 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:24,113 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:24,125 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:24,139 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 10:56:24,154 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,168 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,181 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,194 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.653
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2023-07-25 10:56:24,223 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,238 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,250 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,265 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,281 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,296 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,311 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,326 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,333 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.653
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2023-07-25 10:56:24,361 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,373 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,388 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,402 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,416 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,431 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:24,446 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:24,460 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:24,475 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,488 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,503 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:24,519 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:24,533 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:24,548 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,562 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,578 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,591 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,605 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,619 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,634 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,646 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,659 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,673 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,687 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,702 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:24,716 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 10:56:24,730 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,744 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 10:56:24,759 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 10:56:24,771 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 10:56:24,785 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,798 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,812 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,828 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,844 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,858 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,871 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,886 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,900 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:24,915 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:24,930 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,945 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:24,960 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.914, mIoU: 0.649
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2023-07-25 10:56:24,989 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,004 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,017 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,032 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,047 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,061 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,076 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,091 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,105 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,115 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,129 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,141 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,155 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 10:56:25,169 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,183 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,197 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,208 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,217 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,233 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,247 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,261 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,273 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,287 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,301 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,313 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,328 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,342 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 10:56:25,356 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,371 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,383 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,397 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,412 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,427 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,439 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,454 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,468 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 10:56:25,482 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:25,499 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:25,512 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:25,525 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:25,539 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 10:56:25,555 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 10:56:41,912 semantic_segmentation INFO: Iters: 51210/150000 || Lr: 0.013734 || Task Loss: 0.4232 || KD Loss: 0.1193|| 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, 0:10:26 || Estimated Time: 1 day, 22:38:02
2023-07-25 10:56:58,217 semantic_segmentation INFO: Iters: 51220/150000 || Lr: 0.013733 || Task Loss: 0.4187 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:42 || Estimated Time: 1 day, 22:37:44
2023-07-25 10:57:14,607 semantic_segmentation INFO: Iters: 51230/150000 || Lr: 0.013731 || Task Loss: 0.4551 || KD Loss: 0.0771|| 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, 0:10:59 || Estimated Time: 1 day, 22:37:26
2023-07-25 10:57:31,022 semantic_segmentation INFO: Iters: 51240/150000 || Lr: 0.013730 || Task Loss: 0.4356 || KD Loss: 0.1095|| 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, 0:11:15 || Estimated Time: 1 day, 22:37:08
2023-07-25 10:57:47,454 semantic_segmentation INFO: Iters: 51250/150000 || Lr: 0.013729 || Task Loss: 0.3402 || KD Loss: 0.0650|| 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, 0:11:31 || Estimated Time: 1 day, 22:36:50
2023-07-25 10:58:03,992 semantic_segmentation INFO: Iters: 51260/150000 || Lr: 0.013728 || Task Loss: 0.7436 || KD Loss: 0.2416|| 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, 0:11:48 || Estimated Time: 1 day, 22:36:32
2023-07-25 10:58:20,478 semantic_segmentation INFO: Iters: 51270/150000 || Lr: 0.013726 || Task Loss: 0.5941 || KD Loss: 0.2079|| 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, 0:12:04 || Estimated Time: 1 day, 22:36:14
2023-07-25 10:58:36,960 semantic_segmentation INFO: Iters: 51280/150000 || Lr: 0.013725 || Task Loss: 0.6114 || KD Loss: 0.2046|| 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, 0:12:21 || Estimated Time: 1 day, 22:35:56
2023-07-25 10:58:53,339 semantic_segmentation INFO: Iters: 51290/150000 || Lr: 0.013724 || Task Loss: 0.3012 || KD Loss: 0.0541|| 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, 0:12:37 || Estimated Time: 1 day, 22:35:38
2023-07-25 10:59:09,940 semantic_segmentation INFO: Iters: 51300/150000 || Lr: 0.013723 || Task Loss: 0.5434 || KD Loss: 0.1565|| 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, 0:12:54 || Estimated Time: 1 day, 22:35:20
2023-07-25 10:59:26,474 semantic_segmentation INFO: Iters: 51310/150000 || Lr: 0.013721 || Task Loss: 0.4591 || KD Loss: 0.0980|| 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 day, 0:13:10 || Estimated Time: 1 day, 22:35:02
2023-07-25 10:59:42,922 semantic_segmentation INFO: Iters: 51320/150000 || Lr: 0.013720 || Task Loss: 0.5032 || KD Loss: 0.1354|| 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, 0:13:27 || Estimated Time: 1 day, 22:34:44
2023-07-25 10:59:59,407 semantic_segmentation INFO: Iters: 51330/150000 || Lr: 0.013719 || Task Loss: 0.4603 || KD Loss: 0.0980|| 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, 0:13:43 || Estimated Time: 1 day, 22:34:26
2023-07-25 11:00:15,867 semantic_segmentation INFO: Iters: 51340/150000 || Lr: 0.013718 || Task Loss: 0.5522 || KD Loss: 0.1903|| 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, 0:14:00 || Estimated Time: 1 day, 22:34:08
2023-07-25 11:00:32,229 semantic_segmentation INFO: Iters: 51350/150000 || Lr: 0.013716 || Task Loss: 0.3775 || KD Loss: 0.1023|| 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, 0:14:16 || Estimated Time: 1 day, 22:33:50
2023-07-25 11:00:48,628 semantic_segmentation INFO: Iters: 51360/150000 || Lr: 0.013715 || Task Loss: 0.4166 || KD Loss: 0.0974|| 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, 0:14:33 || Estimated Time: 1 day, 22:33:32
2023-07-25 11:01:05,075 semantic_segmentation INFO: Iters: 51370/150000 || Lr: 0.013714 || Task Loss: 0.6153 || KD Loss: 0.1634|| 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, 0:14:49 || Estimated Time: 1 day, 22:33:14
2023-07-25 11:01:21,625 semantic_segmentation INFO: Iters: 51380/150000 || Lr: 0.013713 || Task Loss: 0.4582 || KD Loss: 0.0858|| 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, 0:15:06 || Estimated Time: 1 day, 22:32:56
2023-07-25 11:01:38,019 semantic_segmentation INFO: Iters: 51390/150000 || Lr: 0.013711 || Task Loss: 0.4718 || KD Loss: 0.1173|| 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, 0:15:22 || Estimated Time: 1 day, 22:32:38
2023-07-25 11:01:54,502 semantic_segmentation INFO: Iters: 51400/150000 || Lr: 0.013710 || Task Loss: 0.5659 || KD Loss: 0.1561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:15:38 || Estimated Time: 1 day, 22:32:20
2023-07-25 11:02:10,982 semantic_segmentation INFO: Iters: 51410/150000 || Lr: 0.013709 || Task Loss: 0.6302 || KD Loss: 0.1649|| 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, 0:15:55 || Estimated Time: 1 day, 22:32:02
2023-07-25 11:02:27,373 semantic_segmentation INFO: Iters: 51420/150000 || Lr: 0.013708 || Task Loss: 0.4004 || KD Loss: 0.1524|| 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, 0:16:11 || Estimated Time: 1 day, 22:31:44
2023-07-25 11:02:43,822 semantic_segmentation INFO: Iters: 51430/150000 || Lr: 0.013706 || Task Loss: 0.4721 || KD Loss: 0.1284|| 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, 0:16:28 || Estimated Time: 1 day, 22:31:26
2023-07-25 11:03:00,337 semantic_segmentation INFO: Iters: 51440/150000 || Lr: 0.013705 || Task Loss: 0.6905 || KD Loss: 0.2488|| 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: 1 day, 0:16:44 || Estimated Time: 1 day, 22:31:08
2023-07-25 11:03:16,800 semantic_segmentation INFO: Iters: 51450/150000 || Lr: 0.013704 || Task Loss: 0.5172 || KD Loss: 0.1693|| 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, 0:17:01 || Estimated Time: 1 day, 22:30:50
2023-07-25 11:03:33,301 semantic_segmentation INFO: Iters: 51460/150000 || Lr: 0.013703 || Task Loss: 0.4714 || KD Loss: 0.0970|| 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, 0:17:17 || Estimated Time: 1 day, 22:30:32
2023-07-25 11:03:49,723 semantic_segmentation INFO: Iters: 51470/150000 || Lr: 0.013701 || Task Loss: 0.7066 || KD Loss: 0.1720|| 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, 0:17:34 || Estimated Time: 1 day, 22:30:14
2023-07-25 11:04:06,206 semantic_segmentation INFO: Iters: 51480/150000 || Lr: 0.013700 || Task Loss: 0.4872 || KD Loss: 0.1315|| 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, 0:17:50 || Estimated Time: 1 day, 22:29:56
2023-07-25 11:04:22,671 semantic_segmentation INFO: Iters: 51490/150000 || Lr: 0.013699 || Task Loss: 0.3782 || KD Loss: 0.1209|| 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, 0:18:07 || Estimated Time: 1 day, 22:29:38
2023-07-25 11:04:39,057 semantic_segmentation INFO: Iters: 51500/150000 || Lr: 0.013698 || Task Loss: 0.3917 || KD Loss: 0.0838|| 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, 0:18:23 || Estimated Time: 1 day, 22:29:20
2023-07-25 11:04:55,614 semantic_segmentation INFO: Iters: 51510/150000 || Lr: 0.013696 || Task Loss: 0.4851 || KD Loss: 0.1045|| 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, 0:18:40 || Estimated Time: 1 day, 22:29:02
2023-07-25 11:05:12,037 semantic_segmentation INFO: Iters: 51520/150000 || Lr: 0.013695 || Task Loss: 0.4004 || KD Loss: 0.0761|| 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, 0:18:56 || Estimated Time: 1 day, 22:28:44
2023-07-25 11:05:28,465 semantic_segmentation INFO: Iters: 51530/150000 || Lr: 0.013694 || Task Loss: 0.4853 || KD Loss: 0.1764|| 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, 0:19:12 || Estimated Time: 1 day, 22:28:26
2023-07-25 11:05:44,997 semantic_segmentation INFO: Iters: 51540/150000 || Lr: 0.013693 || Task Loss: 0.6032 || KD Loss: 0.1841|| 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, 0:19:29 || Estimated Time: 1 day, 22:28:08
2023-07-25 11:06:01,463 semantic_segmentation INFO: Iters: 51550/150000 || Lr: 0.013691 || Task Loss: 0.4889 || KD Loss: 0.1694|| 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, 0:19:45 || Estimated Time: 1 day, 22:27:50
2023-07-25 11:06:17,948 semantic_segmentation INFO: Iters: 51560/150000 || Lr: 0.013690 || Task Loss: 0.4685 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2558|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:02 || Estimated Time: 1 day, 22:27:32
2023-07-25 11:06:34,368 semantic_segmentation INFO: Iters: 51570/150000 || Lr: 0.013689 || Task Loss: 0.5315 || KD Loss: 0.0901|| 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 day, 0:20:18 || Estimated Time: 1 day, 22:27:14
2023-07-25 11:06:50,744 semantic_segmentation INFO: Iters: 51580/150000 || Lr: 0.013688 || Task Loss: 0.4309 || KD Loss: 0.1082|| 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, 0:20:35 || Estimated Time: 1 day, 22:26:56
2023-07-25 11:07:07,130 semantic_segmentation INFO: Iters: 51590/150000 || Lr: 0.013686 || Task Loss: 0.4613 || KD Loss: 0.1120|| 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, 0:20:51 || Estimated Time: 1 day, 22:26:37
2023-07-25 11:07:23,614 semantic_segmentation INFO: Iters: 51600/150000 || Lr: 0.013685 || Task Loss: 0.5349 || KD Loss: 0.0881|| 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, 0:21:08 || Estimated Time: 1 day, 22:26:20
2023-07-25 11:07:40,096 semantic_segmentation INFO: Iters: 51610/150000 || Lr: 0.013684 || Task Loss: 0.3798 || KD Loss: 0.0759|| 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, 0:21:24 || Estimated Time: 1 day, 22:26:02
2023-07-25 11:07:56,489 semantic_segmentation INFO: Iters: 51620/150000 || Lr: 0.013683 || Task Loss: 0.3758 || KD Loss: 0.0913|| 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, 0:21:40 || Estimated Time: 1 day, 22:25:43
2023-07-25 11:08:12,970 semantic_segmentation INFO: Iters: 51630/150000 || Lr: 0.013681 || Task Loss: 0.4261 || KD Loss: 0.1071|| 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, 0:21:57 || Estimated Time: 1 day, 22:25:25
2023-07-25 11:08:29,450 semantic_segmentation INFO: Iters: 51640/150000 || Lr: 0.013680 || Task Loss: 0.5770 || KD Loss: 0.1681|| 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, 0:22:13 || Estimated Time: 1 day, 22:25:07
2023-07-25 11:08:45,821 semantic_segmentation INFO: Iters: 51650/150000 || Lr: 0.013679 || Task Loss: 0.4801 || KD Loss: 0.0995|| 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: 1 day, 0:22:30 || Estimated Time: 1 day, 22:24:49
2023-07-25 11:09:02,328 semantic_segmentation INFO: Iters: 51660/150000 || Lr: 0.013678 || Task Loss: 0.3810 || KD Loss: 0.0835|| 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, 0:22:46 || Estimated Time: 1 day, 22:24:31
2023-07-25 11:09:18,829 semantic_segmentation INFO: Iters: 51670/150000 || Lr: 0.013676 || Task Loss: 0.2963 || KD Loss: 0.0646|| 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, 0:23:03 || Estimated Time: 1 day, 22:24:13
2023-07-25 11:09:35,307 semantic_segmentation INFO: Iters: 51680/150000 || Lr: 0.013675 || Task Loss: 0.5046 || KD Loss: 0.1276|| 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, 0:23:19 || Estimated Time: 1 day, 22:23:56
2023-07-25 11:09:51,781 semantic_segmentation INFO: Iters: 51690/150000 || Lr: 0.013674 || Task Loss: 0.5580 || KD Loss: 0.1065|| 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, 0:23:36 || Estimated Time: 1 day, 22:23:38
2023-07-25 11:10:08,319 semantic_segmentation INFO: Iters: 51700/150000 || Lr: 0.013673 || Task Loss: 0.7678 || KD Loss: 0.2937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:52 || Estimated Time: 1 day, 22:23:20
2023-07-25 11:10:24,783 semantic_segmentation INFO: Iters: 51710/150000 || Lr: 0.013671 || Task Loss: 0.3131 || KD Loss: 0.0674|| 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, 0:24:09 || Estimated Time: 1 day, 22:23:02
2023-07-25 11:10:41,331 semantic_segmentation INFO: Iters: 51720/150000 || Lr: 0.013670 || Task Loss: 0.4284 || KD Loss: 0.0839|| 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, 0:24:25 || Estimated Time: 1 day, 22:22:44
2023-07-25 11:10:57,776 semantic_segmentation INFO: Iters: 51730/150000 || Lr: 0.013669 || Task Loss: 0.5163 || KD Loss: 0.1133|| 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, 0:24:42 || Estimated Time: 1 day, 22:22:26
2023-07-25 11:11:14,278 semantic_segmentation INFO: Iters: 51740/150000 || Lr: 0.013668 || Task Loss: 0.4956 || KD Loss: 0.0845|| 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, 0:24:58 || Estimated Time: 1 day, 22:22:08
2023-07-25 11:11:30,707 semantic_segmentation INFO: Iters: 51750/150000 || Lr: 0.013666 || Task Loss: 0.5881 || KD Loss: 0.1953|| 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, 0:25:15 || Estimated Time: 1 day, 22:21:50
2023-07-25 11:11:47,202 semantic_segmentation INFO: Iters: 51760/150000 || Lr: 0.013665 || Task Loss: 0.5906 || KD Loss: 0.1566|| 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, 0:25:31 || Estimated Time: 1 day, 22:21:32
2023-07-25 11:12:03,634 semantic_segmentation INFO: Iters: 51770/150000 || Lr: 0.013664 || Task Loss: 0.4122 || KD Loss: 0.0856|| 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, 0:25:48 || Estimated Time: 1 day, 22:21:14
2023-07-25 11:12:20,076 semantic_segmentation INFO: Iters: 51780/150000 || Lr: 0.013663 || Task Loss: 0.3952 || KD Loss: 0.0655|| 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, 0:26:04 || Estimated Time: 1 day, 22:20:56
2023-07-25 11:12:36,466 semantic_segmentation INFO: Iters: 51790/150000 || Lr: 0.013661 || Task Loss: 0.5517 || KD Loss: 0.1607|| 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, 0:26:20 || Estimated Time: 1 day, 22:20:38
2023-07-25 11:12:52,850 semantic_segmentation INFO: Iters: 51800/150000 || Lr: 0.013660 || Task Loss: 0.7851 || KD Loss: 0.2799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:37 || Estimated Time: 1 day, 22:20:20
2023-07-25 11:13:09,325 semantic_segmentation INFO: Iters: 51810/150000 || Lr: 0.013659 || Task Loss: 0.7404 || KD Loss: 0.2686|| 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, 0:26:53 || Estimated Time: 1 day, 22:20:02
2023-07-25 11:13:25,813 semantic_segmentation INFO: Iters: 51820/150000 || Lr: 0.013658 || Task Loss: 0.5839 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:10 || Estimated Time: 1 day, 22:19:44
2023-07-25 11:13:42,194 semantic_segmentation INFO: Iters: 51830/150000 || Lr: 0.013656 || Task Loss: 0.4727 || KD Loss: 0.1452|| 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, 0:27:26 || Estimated Time: 1 day, 22:19:26
2023-07-25 11:13:58,588 semantic_segmentation INFO: Iters: 51840/150000 || Lr: 0.013655 || Task Loss: 0.4967 || KD Loss: 0.1013|| 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, 0:27:43 || Estimated Time: 1 day, 22:19:08
2023-07-25 11:14:14,954 semantic_segmentation INFO: Iters: 51850/150000 || Lr: 0.013654 || Task Loss: 0.7546 || KD Loss: 0.2545|| 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, 0:27:59 || Estimated Time: 1 day, 22:18:49
2023-07-25 11:14:32,796 semantic_segmentation INFO: Iters: 51860/150000 || Lr: 0.013653 || Task Loss: 0.3514 || KD Loss: 0.0799|| 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, 0:28:17 || Estimated Time: 1 day, 22:18:34
2023-07-25 11:14:51,363 semantic_segmentation INFO: Iters: 51870/150000 || Lr: 0.013651 || Task Loss: 0.5315 || KD Loss: 0.1279|| 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, 0:28:35 || Estimated Time: 1 day, 22:18:20
2023-07-25 11:15:07,800 semantic_segmentation INFO: Iters: 51880/150000 || Lr: 0.013650 || Task Loss: 0.4617 || KD Loss: 0.1115|| 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, 0:28:52 || Estimated Time: 1 day, 22:18:02
2023-07-25 11:15:24,182 semantic_segmentation INFO: Iters: 51890/150000 || Lr: 0.013649 || Task Loss: 0.4531 || KD Loss: 0.0990|| 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, 0:29:08 || Estimated Time: 1 day, 22:17:44
2023-07-25 11:15:40,567 semantic_segmentation INFO: Iters: 51900/150000 || Lr: 0.013648 || Task Loss: 0.2697 || KD Loss: 0.0658|| 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, 0:29:25 || Estimated Time: 1 day, 22:17:26
2023-07-25 11:15:56,963 semantic_segmentation INFO: Iters: 51910/150000 || Lr: 0.013646 || Task Loss: 0.4069 || KD Loss: 0.0738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:41 || Estimated Time: 1 day, 22:17:08
2023-07-25 11:16:13,347 semantic_segmentation INFO: Iters: 51920/150000 || Lr: 0.013645 || Task Loss: 0.4244 || KD Loss: 0.0853|| 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: 1 day, 0:29:57 || Estimated Time: 1 day, 22:16:50
2023-07-25 11:16:29,751 semantic_segmentation INFO: Iters: 51930/150000 || Lr: 0.013644 || Task Loss: 0.4473 || KD Loss: 0.1375|| 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, 0:30:14 || Estimated Time: 1 day, 22:16:31
2023-07-25 11:16:46,271 semantic_segmentation INFO: Iters: 51940/150000 || Lr: 0.013643 || Task Loss: 0.6346 || KD Loss: 0.1848|| 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, 0:30:30 || Estimated Time: 1 day, 22:16:14
2023-07-25 11:17:02,682 semantic_segmentation INFO: Iters: 51950/150000 || Lr: 0.013641 || Task Loss: 0.6589 || KD Loss: 0.2257|| 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, 0:30:47 || Estimated Time: 1 day, 22:15:56
2023-07-25 11:17:19,087 semantic_segmentation INFO: Iters: 51960/150000 || Lr: 0.013640 || Task Loss: 0.8141 || KD Loss: 0.3808|| 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, 0:31:03 || Estimated Time: 1 day, 22:15:37
2023-07-25 11:17:35,449 semantic_segmentation INFO: Iters: 51970/150000 || Lr: 0.013639 || Task Loss: 0.5544 || KD Loss: 0.1879|| 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, 0:31:19 || Estimated Time: 1 day, 22:15:19
2023-07-25 11:17:51,841 semantic_segmentation INFO: Iters: 51980/150000 || Lr: 0.013638 || Task Loss: 0.3207 || KD Loss: 0.0788|| 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, 0:31:36 || Estimated Time: 1 day, 22:15:01
2023-07-25 11:18:08,217 semantic_segmentation INFO: Iters: 51990/150000 || Lr: 0.013636 || Task Loss: 0.7694 || KD Loss: 0.3376|| 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: 1 day, 0:31:52 || Estimated Time: 1 day, 22:14:43
2023-07-25 11:18:24,626 semantic_segmentation INFO: Iters: 52000/150000 || Lr: 0.013635 || Task Loss: 0.6019 || KD Loss: 0.1964|| 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, 0:32:09 || Estimated Time: 1 day, 22:14:25
2023-07-25 11:18:24,738 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 11:18:25,197 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.088
2023-07-25 11:18:25,235 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.129
2023-07-25 11:18:25,247 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.155
2023-07-25 11:18:25,261 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.156
2023-07-25 11:18:25,274 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.937, mIoU: 0.223
2023-07-25 11:18:25,285 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.943, mIoU: 0.267
2023-07-25 11:18:25,299 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.304
2023-07-25 11:18:25,314 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.313
2023-07-25 11:18:25,326 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.338
2023-07-25 11:18:25,340 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.355
2023-07-25 11:18:25,354 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.931, mIoU: 0.385
2023-07-25 11:18:25,369 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.431
2023-07-25 11:18:25,381 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.908, mIoU: 0.388
2023-07-25 11:18:25,395 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.387
2023-07-25 11:18:25,409 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.913, mIoU: 0.385
2023-07-25 11:18:25,421 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.379
2023-07-25 11:18:25,432 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.378
2023-07-25 11:18:25,444 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.378
2023-07-25 11:18:25,458 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.379
2023-07-25 11:18:25,473 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.423
2023-07-25 11:18:25,487 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.428
2023-07-25 11:18:25,502 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.439
2023-07-25 11:18:25,516 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.481
2023-07-25 11:18:25,532 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.489
2023-07-25 11:18:25,547 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.486
2023-07-25 11:18:25,560 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.498
2023-07-25 11:18:25,574 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.501
2023-07-25 11:18:25,585 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.502
2023-07-25 11:18:25,599 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.490
2023-07-25 11:18:25,614 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.490
2023-07-25 11:18:25,627 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.492
2023-07-25 11:18:25,642 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.492
2023-07-25 11:18:25,656 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.497
2023-07-25 11:18:25,670 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.496
2023-07-25 11:18:25,684 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.500
2023-07-25 11:18:25,699 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.501
2023-07-25 11:18:25,711 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.497
2023-07-25 11:18:25,723 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.533
2023-07-25 11:18:25,739 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.529
2023-07-25 11:18:25,751 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.529
2023-07-25 11:18:25,764 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.519
2023-07-25 11:18:25,778 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.519
2023-07-25 11:18:25,792 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.518
2023-07-25 11:18:25,804 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.518
2023-07-25 11:18:25,819 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.520
2023-07-25 11:18:25,833 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.521
2023-07-25 11:18:25,846 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.524
2023-07-25 11:18:25,859 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-25 11:18:25,872 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.527
2023-07-25 11:18:25,887 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.916, mIoU: 0.522
2023-07-25 11:18:25,902 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.523
2023-07-25 11:18:25,917 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.523
2023-07-25 11:18:25,930 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-25 11:18:25,945 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-25 11:18:25,960 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.522
2023-07-25 11:18:25,973 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-25 11:18:25,988 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.511
2023-07-25 11:18:26,004 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.511
2023-07-25 11:18:26,018 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.512
2023-07-25 11:18:26,034 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.559
2023-07-25 11:18:26,047 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.561
2023-07-25 11:18:26,061 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.915, mIoU: 0.557
2023-07-25 11:18:26,074 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.916, mIoU: 0.557
2023-07-25 11:18:26,091 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-25 11:18:26,104 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-25 11:18:26,119 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.918, mIoU: 0.568
2023-07-25 11:18:26,134 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.569
2023-07-25 11:18:26,147 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.920, mIoU: 0.615
2023-07-25 11:18:26,161 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.616
2023-07-25 11:18:26,176 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.619
2023-07-25 11:18:26,192 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-25 11:18:26,205 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-25 11:18:26,219 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-25 11:18:26,234 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.922, mIoU: 0.640
2023-07-25 11:18:26,247 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.645
2023-07-25 11:18:26,262 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.644
2023-07-25 11:18:26,276 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-25 11:18:26,285 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.637
2023-07-25 11:18:26,299 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 11:18:26,315 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-25 11:18:26,328 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.911, mIoU: 0.607
2023-07-25 11:18:26,343 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 11:18:26,358 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.911, mIoU: 0.609
2023-07-25 11:18:26,374 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.593
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2023-07-25 11:18:26,523 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.911, mIoU: 0.606
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2023-07-25 11:18:26,577 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.912, mIoU: 0.611
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2023-07-25 11:18:26,604 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 11:18:26,619 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 11:18:26,632 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.913, mIoU: 0.613
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2023-07-25 11:18:26,685 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:26,700 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:26,714 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-25 11:18:26,727 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-25 11:18:26,740 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-25 11:18:26,753 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.914, mIoU: 0.614
2023-07-25 11:18:26,766 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.914, mIoU: 0.615
2023-07-25 11:18:26,781 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.614
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2023-07-25 11:18:26,812 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.916, mIoU: 0.617
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2023-07-25 11:18:26,854 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.915, mIoU: 0.611
2023-07-25 11:18:26,867 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.609
2023-07-25 11:18:26,883 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.609
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2023-07-25 11:18:26,912 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.608
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2023-07-25 11:18:26,939 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.610
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2023-07-25 11:18:26,973 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.607
2023-07-25 11:18:26,988 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.589
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2023-07-25 11:18:27,009 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.594
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2023-07-25 11:18:27,038 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.599
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2023-07-25 11:18:27,066 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.914, mIoU: 0.601
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2023-07-25 11:18:27,132 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.598
2023-07-25 11:18:27,145 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.912, mIoU: 0.597
2023-07-25 11:18:27,160 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.913, mIoU: 0.599
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2023-07-25 11:18:27,249 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.914, mIoU: 0.608
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2023-07-25 11:18:27,273 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 11:18:27,288 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:27,302 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 11:18:27,316 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 11:18:27,330 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.913, mIoU: 0.619
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2023-07-25 11:18:27,356 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.914, mIoU: 0.620
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2023-07-25 11:18:30,877 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 11:18:30,892 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-25 11:18:30,905 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-25 11:18:30,920 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-25 11:18:30,935 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.913, mIoU: 0.611
2023-07-25 11:18:30,950 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-25 11:18:30,963 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.912, mIoU: 0.611
2023-07-25 11:18:30,983 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.912, mIoU: 0.609
2023-07-25 11:18:30,996 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.912, mIoU: 0.609
2023-07-25 11:18:31,009 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.912, mIoU: 0.609
2023-07-25 11:18:31,021 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.912, mIoU: 0.609
2023-07-25 11:18:31,035 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.913, mIoU: 0.609
2023-07-25 11:18:31,049 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.913, mIoU: 0.610
2023-07-25 11:18:31,063 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 11:18:31,078 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 11:18:31,091 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 11:18:31,106 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 11:18:31,120 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 11:18:31,134 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.912, mIoU: 0.610
2023-07-25 11:18:31,147 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.913, mIoU: 0.610
2023-07-25 11:18:31,161 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 11:18:31,173 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 11:18:31,189 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 11:18:31,201 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 11:18:31,215 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 11:18:31,230 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 11:18:31,242 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 11:18:31,257 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 11:18:31,271 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,283 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,297 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,312 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 11:18:31,325 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,340 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,354 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,368 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,383 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 11:18:31,397 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.915, mIoU: 0.623
2023-07-25 11:18:31,411 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 11:18:31,424 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,439 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,452 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,465 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,481 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,497 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 11:18:31,512 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.914, mIoU: 0.623
2023-07-25 11:18:31,527 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,540 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 11:18:31,555 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,568 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,579 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,593 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.914, mIoU: 0.620
2023-07-25 11:18:31,607 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,622 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,637 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,651 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,666 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,680 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,690 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.914, mIoU: 0.621
2023-07-25 11:18:31,700 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,713 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,726 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,740 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,752 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.914, mIoU: 0.622
2023-07-25 11:18:31,766 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 11:18:31,781 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 11:18:31,796 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:31,810 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:31,824 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:31,836 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.915, mIoU: 0.624
2023-07-25 11:18:31,851 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 11:18:31,865 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 11:18:31,878 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 11:18:31,893 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 11:18:31,904 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:31,919 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:31,933 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:31,948 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 11:18:31,963 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 11:18:31,979 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:31,990 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,004 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 11:18:32,018 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 11:18:32,033 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-25 11:18:32,072 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,087 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,104 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,119 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,128 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,142 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,157 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,170 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,185 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,200 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:32,214 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-25 11:18:32,229 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,242 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:32,257 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,272 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,287 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:32,302 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,315 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-25 11:18:32,327 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,342 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 11:18:32,356 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,369 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,383 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,398 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,413 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:32,427 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:32,439 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:32,452 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:32,467 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 11:18:32,483 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 11:18:32,498 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:32,513 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,526 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,541 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,556 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-25 11:18:32,569 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:32,584 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:32,596 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:32,611 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,624 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:32,636 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:32,648 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:32,663 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,677 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,692 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,707 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,715 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:32,729 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,744 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,758 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,772 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,786 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:32,798 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:32,811 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,825 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,839 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,853 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:32,865 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:32,877 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,892 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,906 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,920 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,933 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:32,947 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,962 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,977 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:32,990 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:33,005 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:33,020 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:33,032 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:33,047 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:33,061 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:33,076 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 11:18:33,162 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:33,177 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:33,192 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 11:18:33,205 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.915, mIoU: 0.631
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2023-07-25 11:18:33,276 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.916, mIoU: 0.631
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2023-07-25 11:18:33,300 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.915, mIoU: 0.631
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2023-07-25 11:18:33,385 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 11:18:33,412 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.916, mIoU: 0.633
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2023-07-25 11:18:33,622 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:33,637 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:33,651 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:33,665 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:33,679 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:33,693 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:33,709 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:33,723 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:33,738 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,753 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,767 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,782 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,797 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:33,810 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 11:18:33,824 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:33,839 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:33,853 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:33,865 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,880 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,892 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,907 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,922 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,938 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,953 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,968 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:33,983 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:33,996 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,011 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,025 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,040 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,058 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,072 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,088 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,098 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:34,110 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:34,125 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:34,138 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,151 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,164 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,176 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,190 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 11:18:34,206 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:34,220 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 11:18:34,234 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,247 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:34,260 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,272 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:34,286 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:34,300 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:34,315 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,330 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,344 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,358 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,370 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,384 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,399 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,411 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,423 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,437 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:34,452 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,467 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,479 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,493 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,508 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,523 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,536 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:34,549 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,557 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,572 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:34,587 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,602 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,618 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:34,632 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,647 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,663 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,678 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,690 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,705 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,719 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,733 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,747 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,759 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,772 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:34,784 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:34,798 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:34,811 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:34,824 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:34,836 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:34,850 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:34,865 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:34,876 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:34,889 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:34,901 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,913 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,928 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,943 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,958 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,973 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:34,987 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,002 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,015 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,031 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,046 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,063 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,078 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,093 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:35,109 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:35,121 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:35,133 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:35,147 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,161 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,177 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,189 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,201 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,215 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,229 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,243 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,257 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,271 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,283 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:35,297 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,310 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:35,324 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,338 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,352 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,367 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:35,381 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,396 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,411 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,424 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:35,437 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:35,453 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,468 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:35,483 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:35,498 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:35,510 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,523 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,537 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:35,550 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:35,564 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:35,581 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,594 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,608 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,621 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,636 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,650 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,663 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,676 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,690 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,705 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,718 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,732 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,747 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,761 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,774 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:35,788 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,805 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,821 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,834 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,848 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,861 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,876 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,889 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,902 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,916 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,931 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,944 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,959 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:35,974 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:35,989 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,004 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,016 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,028 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,042 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,055 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,067 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,079 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,094 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,107 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,119 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,133 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,148 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,164 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,180 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,193 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,206 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,221 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,236 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,251 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,266 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,279 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,292 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:36,304 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,319 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,335 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,348 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,362 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,373 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,386 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:36,400 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:36,414 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:36,426 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:36,441 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:36,453 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:36,468 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:36,480 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:36,494 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:36,507 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:36,521 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:36,535 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:36,548 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:36,562 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,577 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,592 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,606 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:36,621 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,635 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,649 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,663 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,677 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:36,691 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,704 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,717 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,729 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,745 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,759 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:36,775 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:36,790 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,802 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,817 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,833 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,848 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,861 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:36,876 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:36,891 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,904 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:36,918 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,934 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:36,948 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:36,961 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:36,972 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 11:18:36,988 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,002 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,016 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,028 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,042 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,057 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,071 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,085 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,098 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,112 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:37,124 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:37,139 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:37,154 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:37,168 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,184 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 11:18:37,196 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:37,211 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,226 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,241 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,255 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,270 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,284 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,299 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,315 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,329 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,344 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,359 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,369 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,382 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,395 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:37,410 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,424 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,440 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,452 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,467 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,481 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,495 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,510 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,525 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,538 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,553 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,567 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,581 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,594 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,609 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,623 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,638 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:37,651 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,665 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,680 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,692 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,706 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,720 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,733 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,747 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,760 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,773 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,788 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,804 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,818 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,833 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,848 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,861 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,874 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,889 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,902 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,915 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:37,929 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,944 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,959 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,974 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,987 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:37,999 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,014 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,029 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,041 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,055 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,068 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,083 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,096 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,112 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,126 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,140 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,148 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,165 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,181 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,194 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,209 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,223 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,238 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,252 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,266 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,281 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,298 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,313 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,328 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,344 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,359 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:38,372 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:38,387 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:38,401 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:38,415 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 11:18:38,427 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,441 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,456 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,470 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,477 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,489 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,501 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 11:18:38,514 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,524 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,538 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,552 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 11:18:38,566 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,577 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,589 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,603 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,615 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:38,630 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:38,643 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,659 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,674 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,689 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,704 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:38,715 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,728 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,743 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:38,758 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,773 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,788 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,801 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,811 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,822 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,835 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,846 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,860 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,872 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,886 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 11:18:38,901 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,916 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,929 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:38,944 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:38,958 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:38,972 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:38,986 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:39,000 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:39,013 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 11:18:39,027 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 11:18:39,042 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,054 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,067 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,081 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,093 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,108 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,121 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,135 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,149 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,166 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,182 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,195 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,210 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,225 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,240 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,254 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 11:18:39,267 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 11:18:39,280 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 11:18:39,294 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 11:18:39,310 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 11:18:39,324 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 11:18:39,339 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 11:18:39,354 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 11:18:39,369 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 11:18:39,383 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,398 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,410 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 11:18:39,425 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,435 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,448 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,462 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 11:18:39,474 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,488 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,502 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,517 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,532 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,547 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,561 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,575 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,587 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,602 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,614 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,629 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,644 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,657 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:39,671 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,684 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,699 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,714 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,729 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:39,743 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:39,758 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:39,771 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 11:18:39,783 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 11:18:39,798 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,812 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,825 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,840 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,854 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,869 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,882 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,894 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,909 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:39,924 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:39,940 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 11:18:39,953 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,965 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 11:18:39,980 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:39,995 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:40,009 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:40,024 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:40,039 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 11:18:40,053 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:40,067 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:40,082 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:40,097 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:40,111 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 11:18:40,125 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 11:18:40,139 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,152 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,166 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,181 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,197 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,210 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 11:18:40,225 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,239 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,255 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,267 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,282 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,297 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,312 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,327 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,341 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,356 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,369 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,383 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,399 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,412 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,427 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,439 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,448 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,462 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,477 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,490 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,505 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,519 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,532 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:40,545 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:40,559 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:40,574 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:40,589 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:40,606 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,620 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,637 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 11:18:40,651 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,664 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,680 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,694 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,709 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,721 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,735 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,749 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,764 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,779 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,793 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,807 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,822 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,836 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,848 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,863 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 11:18:40,878 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,893 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,907 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,920 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,934 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,949 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:40,963 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,977 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:40,990 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:41,005 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,017 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,030 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-25 11:18:41,071 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,086 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:41,100 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,110 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:41,123 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,139 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-25 11:18:41,270 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,284 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 11:18:41,297 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.635
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2023-07-25 11:18:41,433 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.916, mIoU: 0.635
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2023-07-25 11:18:41,514 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-25 11:18:41,543 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 11:18:41,555 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.636
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2023-07-25 11:18:41,668 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.637
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2023-07-25 11:18:41,696 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:41,709 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:41,722 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:41,736 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 11:18:41,751 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:41,765 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:41,780 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:41,795 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,810 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,823 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,838 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,850 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,864 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 11:18:41,879 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,895 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,907 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,922 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 11:18:41,933 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,948 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 11:18:41,963 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,978 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:41,990 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,005 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,021 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,036 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,047 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,061 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,076 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,087 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,102 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,116 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 11:18:42,131 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,143 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,155 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,169 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,183 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,197 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,209 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,224 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,237 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,250 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,264 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,278 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,293 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 11:18:42,308 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,324 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,337 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,352 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,367 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,381 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,396 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 11:18:42,409 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,422 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,438 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,453 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,468 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,481 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,493 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,508 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,522 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,535 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,548 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,562 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,577 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,591 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,605 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,620 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 11:18:42,635 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,648 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,661 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,675 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,688 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,702 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,717 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,732 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,746 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:42,761 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:42,775 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:42,789 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:42,804 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:42,819 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:42,833 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,848 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,862 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 11:18:42,877 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,892 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,905 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,917 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,932 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,947 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,959 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,974 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:42,989 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:43,003 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,017 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,031 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,046 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,060 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,072 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,085 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,098 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,111 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,124 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,139 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:43,154 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:43,167 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 11:18:43,180 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,195 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,207 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,221 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,237 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,254 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,268 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,283 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,296 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,312 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,326 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,338 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,353 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,367 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,382 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,394 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,408 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,423 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,436 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,450 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,462 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,476 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,490 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,504 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,518 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,530 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,545 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,560 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,575 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,590 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,604 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,619 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,634 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,644 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,658 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,671 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,684 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,700 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,715 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,729 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:43,741 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,754 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,768 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,782 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,796 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,812 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,826 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:43,839 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,853 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:43,868 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 11:18:43,881 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 11:18:43,937 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 11:18:43,963 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 11:18:44,061 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,074 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-25 11:18:44,100 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,115 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,129 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,144 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,157 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 11:18:44,187 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,202 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,217 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,232 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,240 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 11:18:44,269 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.631
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2023-07-25 11:18:44,312 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:44,326 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,341 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,355 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.630
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2023-07-25 11:18:44,384 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,397 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,411 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,427 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,441 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,456 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,470 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,486 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,498 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,512 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,526 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,541 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,554 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 11:18:44,567 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,582 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,598 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,612 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,627 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,642 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 11:18:44,657 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,671 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,684 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,699 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,712 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,727 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,742 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,756 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,770 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,783 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:44,798 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 11:18:44,812 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 11:18:44,827 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 11:18:44,841 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,855 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,870 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,884 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,896 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,910 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,923 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,937 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,951 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,966 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,981 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 11:18:44,995 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,010 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,019 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,034 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,046 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,061 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,075 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,090 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,104 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,116 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,126 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,142 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,156 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,171 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,183 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,197 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,212 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,225 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,239 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,253 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,267 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,282 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-25 11:18:45,295 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,310 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,324 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,338 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,350 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,364 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,378 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,393 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,408 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:45,420 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:45,434 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:18:45,448 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 11:18:45,465 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.632
2023-07-25 11:19:01,795 semantic_segmentation INFO: Iters: 52010/150000 || Lr: 0.013634 || Task Loss: 0.3550 || KD Loss: 0.0951|| 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, 0:32:46 || Estimated Time: 1 day, 22:14:46
2023-07-25 11:19:18,159 semantic_segmentation INFO: Iters: 52020/150000 || Lr: 0.013633 || Task Loss: 0.6724 || KD Loss: 0.1774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2572|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:33:02 || Estimated Time: 1 day, 22:14:28
2023-07-25 11:19:34,563 semantic_segmentation INFO: Iters: 52030/150000 || Lr: 0.013631 || Task Loss: 0.5647 || KD Loss: 0.1855|| 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, 0:33:19 || Estimated Time: 1 day, 22:14:10
2023-07-25 11:19:51,017 semantic_segmentation INFO: Iters: 52040/150000 || Lr: 0.013630 || Task Loss: 0.4146 || KD Loss: 0.0846|| 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, 0:33:35 || Estimated Time: 1 day, 22:13:52
2023-07-25 11:20:07,423 semantic_segmentation INFO: Iters: 52050/150000 || Lr: 0.013629 || Task Loss: 0.4666 || KD Loss: 0.1062|| 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: 1 day, 0:33:51 || Estimated Time: 1 day, 22:13:34
2023-07-25 11:20:23,815 semantic_segmentation INFO: Iters: 52060/150000 || Lr: 0.013627 || Task Loss: 0.3717 || KD Loss: 0.0546|| 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, 0:34:08 || Estimated Time: 1 day, 22:13:16
2023-07-25 11:20:40,272 semantic_segmentation INFO: Iters: 52070/150000 || Lr: 0.013626 || Task Loss: 0.4104 || KD Loss: 0.0993|| 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, 0:34:24 || Estimated Time: 1 day, 22:12:57
2023-07-25 11:20:56,768 semantic_segmentation INFO: Iters: 52080/150000 || Lr: 0.013625 || Task Loss: 0.7565 || KD Loss: 0.1987|| 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, 0:34:41 || Estimated Time: 1 day, 22:12:40
2023-07-25 11:21:13,131 semantic_segmentation INFO: Iters: 52090/150000 || Lr: 0.013624 || Task Loss: 0.4492 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:34:57 || Estimated Time: 1 day, 22:12:21
2023-07-25 11:21:29,547 semantic_segmentation INFO: Iters: 52100/150000 || Lr: 0.013622 || Task Loss: 0.4112 || KD Loss: 0.0815|| 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, 0:35:14 || Estimated Time: 1 day, 22:12:03
2023-07-25 11:21:46,074 semantic_segmentation INFO: Iters: 52110/150000 || Lr: 0.013621 || Task Loss: 0.3609 || KD Loss: 0.0851|| 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, 0:35:30 || Estimated Time: 1 day, 22:11:45
2023-07-25 11:22:02,613 semantic_segmentation INFO: Iters: 52120/150000 || Lr: 0.013620 || Task Loss: 0.5314 || KD Loss: 0.1168|| 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, 0:35:47 || Estimated Time: 1 day, 22:11:28
2023-07-25 11:22:19,112 semantic_segmentation INFO: Iters: 52130/150000 || Lr: 0.013619 || Task Loss: 0.4889 || KD Loss: 0.0951|| 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, 0:36:03 || Estimated Time: 1 day, 22:11:10
2023-07-25 11:22:35,488 semantic_segmentation INFO: Iters: 52140/150000 || Lr: 0.013617 || Task Loss: 0.4874 || KD Loss: 0.1497|| 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, 0:36:19 || Estimated Time: 1 day, 22:10:52
2023-07-25 11:22:51,989 semantic_segmentation INFO: Iters: 52150/150000 || Lr: 0.013616 || Task Loss: 0.4724 || KD Loss: 0.0789|| 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, 0:36:36 || Estimated Time: 1 day, 22:10:34
2023-07-25 11:23:08,466 semantic_segmentation INFO: Iters: 52160/150000 || Lr: 0.013615 || Task Loss: 0.5298 || KD Loss: 0.1421|| 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, 0:36:52 || Estimated Time: 1 day, 22:10:16
2023-07-25 11:23:24,832 semantic_segmentation INFO: Iters: 52170/150000 || Lr: 0.013614 || Task Loss: 0.3642 || KD Loss: 0.1098|| 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, 0:37:09 || Estimated Time: 1 day, 22:09:58
2023-07-25 11:23:41,240 semantic_segmentation INFO: Iters: 52180/150000 || Lr: 0.013612 || Task Loss: 0.3757 || KD Loss: 0.0835|| 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, 0:37:25 || Estimated Time: 1 day, 22:09:39
2023-07-25 11:23:57,617 semantic_segmentation INFO: Iters: 52190/150000 || Lr: 0.013611 || Task Loss: 0.3741 || KD Loss: 0.1004|| 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, 0:37:42 || Estimated Time: 1 day, 22:09:21
2023-07-25 11:24:14,002 semantic_segmentation INFO: Iters: 52200/150000 || Lr: 0.013610 || Task Loss: 0.4679 || KD Loss: 0.0775|| 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, 0:37:58 || Estimated Time: 1 day, 22:09:03
2023-07-25 11:24:30,584 semantic_segmentation INFO: Iters: 52210/150000 || Lr: 0.013609 || Task Loss: 0.4716 || KD Loss: 0.1199|| 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, 0:38:15 || Estimated Time: 1 day, 22:08:46
2023-07-25 11:24:46,949 semantic_segmentation INFO: Iters: 52220/150000 || Lr: 0.013607 || Task Loss: 0.6375 || KD Loss: 0.2346|| 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 day, 0:38:31 || Estimated Time: 1 day, 22:08:27
2023-07-25 11:25:03,362 semantic_segmentation INFO: Iters: 52230/150000 || Lr: 0.013606 || Task Loss: 0.5791 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:38:47 || Estimated Time: 1 day, 22:08:09
2023-07-25 11:25:19,690 semantic_segmentation INFO: Iters: 52240/150000 || Lr: 0.013605 || Task Loss: 0.5792 || KD Loss: 0.1124|| 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, 0:39:04 || Estimated Time: 1 day, 22:07:51
2023-07-25 11:25:36,123 semantic_segmentation INFO: Iters: 52250/150000 || Lr: 0.013604 || Task Loss: 0.5195 || KD Loss: 0.1569|| 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, 0:39:20 || Estimated Time: 1 day, 22:07:33
2023-07-25 11:25:52,514 semantic_segmentation INFO: Iters: 52260/150000 || Lr: 0.013602 || Task Loss: 0.4309 || KD Loss: 0.1299|| 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, 0:39:36 || Estimated Time: 1 day, 22:07:15
2023-07-25 11:26:08,925 semantic_segmentation INFO: Iters: 52270/150000 || Lr: 0.013601 || Task Loss: 0.6714 || KD Loss: 0.2398|| 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: 1 day, 0:39:53 || Estimated Time: 1 day, 22:06:57
2023-07-25 11:26:25,312 semantic_segmentation INFO: Iters: 52280/150000 || Lr: 0.013600 || Task Loss: 0.6308 || KD Loss: 0.1733|| 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: 1 day, 0:40:09 || Estimated Time: 1 day, 22:06:39
2023-07-25 11:26:41,903 semantic_segmentation INFO: Iters: 52290/150000 || Lr: 0.013599 || Task Loss: 0.5472 || KD Loss: 0.0993|| 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, 0:40:26 || Estimated Time: 1 day, 22:06:21
2023-07-25 11:26:58,302 semantic_segmentation INFO: Iters: 52300/150000 || Lr: 0.013597 || Task Loss: 0.6647 || KD Loss: 0.2411|| 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, 0:40:42 || Estimated Time: 1 day, 22:06:03
2023-07-25 11:27:14,596 semantic_segmentation INFO: Iters: 52310/150000 || Lr: 0.013596 || Task Loss: 0.8469 || KD Loss: 0.2078|| 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: 1 day, 0:40:59 || Estimated Time: 1 day, 22:05:45
2023-07-25 11:27:31,021 semantic_segmentation INFO: Iters: 52320/150000 || Lr: 0.013595 || Task Loss: 0.4577 || KD Loss: 0.1155|| 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, 0:41:15 || Estimated Time: 1 day, 22:05:27
2023-07-25 11:27:47,519 semantic_segmentation INFO: Iters: 52330/150000 || Lr: 0.013594 || Task Loss: 0.6721 || KD Loss: 0.1578|| 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: 1 day, 0:41:31 || Estimated Time: 1 day, 22:05:09
2023-07-25 11:28:03,992 semantic_segmentation INFO: Iters: 52340/150000 || Lr: 0.013592 || Task Loss: 0.4472 || KD Loss: 0.0707|| 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, 0:41:48 || Estimated Time: 1 day, 22:04:51
2023-07-25 11:28:20,452 semantic_segmentation INFO: Iters: 52350/150000 || Lr: 0.013591 || Task Loss: 0.5846 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:04 || Estimated Time: 1 day, 22:04:33
2023-07-25 11:28:36,899 semantic_segmentation INFO: Iters: 52360/150000 || Lr: 0.013590 || Task Loss: 0.4582 || KD Loss: 0.1358|| 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, 0:42:21 || Estimated Time: 1 day, 22:04:15
2023-07-25 11:28:53,335 semantic_segmentation INFO: Iters: 52370/150000 || Lr: 0.013589 || Task Loss: 0.4085 || KD Loss: 0.1065|| 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, 0:42:37 || Estimated Time: 1 day, 22:03:57
2023-07-25 11:29:09,793 semantic_segmentation INFO: Iters: 52380/150000 || Lr: 0.013587 || Task Loss: 0.5643 || KD Loss: 0.1479|| 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, 0:42:54 || Estimated Time: 1 day, 22:03:39
2023-07-25 11:29:26,230 semantic_segmentation INFO: Iters: 52390/150000 || Lr: 0.013586 || Task Loss: 0.3264 || KD Loss: 0.0768|| 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, 0:43:10 || Estimated Time: 1 day, 22:03:21
2023-07-25 11:29:42,598 semantic_segmentation INFO: Iters: 52400/150000 || Lr: 0.013585 || Task Loss: 0.3810 || KD Loss: 0.0944|| 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, 0:43:27 || Estimated Time: 1 day, 22:03:03
2023-07-25 11:29:58,972 semantic_segmentation INFO: Iters: 52410/150000 || Lr: 0.013584 || Task Loss: 0.3289 || KD Loss: 0.0785|| 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, 0:43:43 || Estimated Time: 1 day, 22:02:45
2023-07-25 11:30:15,351 semantic_segmentation INFO: Iters: 52420/150000 || Lr: 0.013582 || Task Loss: 0.4824 || KD Loss: 0.1050|| 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, 0:43:59 || Estimated Time: 1 day, 22:02:26
2023-07-25 11:30:31,742 semantic_segmentation INFO: Iters: 52430/150000 || Lr: 0.013581 || Task Loss: 0.6348 || KD Loss: 0.2624|| 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, 0:44:16 || Estimated Time: 1 day, 22:02:08
2023-07-25 11:30:48,125 semantic_segmentation INFO: Iters: 52440/150000 || Lr: 0.013580 || Task Loss: 0.4355 || KD Loss: 0.0875|| 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, 0:44:32 || Estimated Time: 1 day, 22:01:50
2023-07-25 11:31:04,505 semantic_segmentation INFO: Iters: 52450/150000 || Lr: 0.013579 || Task Loss: 0.2819 || KD Loss: 0.0481|| 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, 0:44:48 || Estimated Time: 1 day, 22:01:32
2023-07-25 11:31:20,903 semantic_segmentation INFO: Iters: 52460/150000 || Lr: 0.013577 || Task Loss: 0.5586 || KD Loss: 0.1906|| 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: 1 day, 0:45:05 || Estimated Time: 1 day, 22:01:14
2023-07-25 11:31:37,370 semantic_segmentation INFO: Iters: 52470/150000 || Lr: 0.013576 || Task Loss: 0.4544 || KD Loss: 0.1066|| 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, 0:45:21 || Estimated Time: 1 day, 22:00:56
2023-07-25 11:31:53,726 semantic_segmentation INFO: Iters: 52480/150000 || Lr: 0.013575 || Task Loss: 0.5755 || KD Loss: 0.1330|| 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, 0:45:38 || Estimated Time: 1 day, 22:00:38
2023-07-25 11:32:10,169 semantic_segmentation INFO: Iters: 52490/150000 || Lr: 0.013574 || Task Loss: 0.7967 || KD Loss: 0.2898|| 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, 0:45:54 || Estimated Time: 1 day, 22:00:20
2023-07-25 11:32:26,545 semantic_segmentation INFO: Iters: 52500/150000 || Lr: 0.013572 || Task Loss: 0.4227 || KD Loss: 0.0820|| 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, 0:46:11 || Estimated Time: 1 day, 22:00:02
2023-07-25 11:32:42,927 semantic_segmentation INFO: Iters: 52510/150000 || Lr: 0.013571 || Task Loss: 0.3846 || KD Loss: 0.0626|| 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, 0:46:27 || Estimated Time: 1 day, 21:59:44
2023-07-25 11:32:59,530 semantic_segmentation INFO: Iters: 52520/150000 || Lr: 0.013570 || Task Loss: 0.5957 || KD Loss: 0.1518|| 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, 0:46:44 || Estimated Time: 1 day, 21:59:26
2023-07-25 11:33:15,904 semantic_segmentation INFO: Iters: 52530/150000 || Lr: 0.013569 || Task Loss: 0.3076 || KD Loss: 0.0535|| 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, 0:47:00 || Estimated Time: 1 day, 21:59:08
2023-07-25 11:33:32,487 semantic_segmentation INFO: Iters: 52540/150000 || Lr: 0.013567 || Task Loss: 0.2913 || KD Loss: 0.0693|| 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, 0:47:16 || Estimated Time: 1 day, 21:58:50
2023-07-25 11:33:48,928 semantic_segmentation INFO: Iters: 52550/150000 || Lr: 0.013566 || Task Loss: 0.6758 || KD Loss: 0.2195|| 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, 0:47:33 || Estimated Time: 1 day, 21:58:32
2023-07-25 11:34:05,424 semantic_segmentation INFO: Iters: 52560/150000 || Lr: 0.013565 || Task Loss: 0.5097 || KD Loss: 0.1017|| 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, 0:47:49 || Estimated Time: 1 day, 21:58:14
2023-07-25 11:34:21,852 semantic_segmentation INFO: Iters: 52570/150000 || Lr: 0.013564 || Task Loss: 0.4015 || KD Loss: 0.0850|| 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, 0:48:06 || Estimated Time: 1 day, 21:57:56
2023-07-25 11:34:38,224 semantic_segmentation INFO: Iters: 52580/150000 || Lr: 0.013562 || Task Loss: 0.4163 || KD Loss: 0.0773|| 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, 0:48:22 || Estimated Time: 1 day, 21:57:38
2023-07-25 11:34:54,566 semantic_segmentation INFO: Iters: 52590/150000 || Lr: 0.013561 || Task Loss: 0.2866 || KD Loss: 0.0581|| 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, 0:48:39 || Estimated Time: 1 day, 21:57:20
2023-07-25 11:35:10,995 semantic_segmentation INFO: Iters: 52600/150000 || Lr: 0.013560 || Task Loss: 0.5149 || KD Loss: 0.1193|| 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, 0:48:55 || Estimated Time: 1 day, 21:57:02
2023-07-25 11:35:27,376 semantic_segmentation INFO: Iters: 52610/150000 || Lr: 0.013559 || Task Loss: 0.3856 || KD Loss: 0.0640|| 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, 0:49:11 || Estimated Time: 1 day, 21:56:44
2023-07-25 11:35:43,749 semantic_segmentation INFO: Iters: 52620/150000 || Lr: 0.013557 || Task Loss: 0.4455 || KD Loss: 0.0758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:28 || Estimated Time: 1 day, 21:56:26
2023-07-25 11:36:00,148 semantic_segmentation INFO: Iters: 52630/150000 || Lr: 0.013556 || Task Loss: 0.5000 || KD Loss: 0.0990|| 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, 0:49:44 || Estimated Time: 1 day, 21:56:08
2023-07-25 11:36:16,518 semantic_segmentation INFO: Iters: 52640/150000 || Lr: 0.013555 || Task Loss: 0.3988 || KD Loss: 0.0944|| 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, 0:50:00 || Estimated Time: 1 day, 21:55:50
2023-07-25 11:36:32,916 semantic_segmentation INFO: Iters: 52650/150000 || Lr: 0.013554 || Task Loss: 0.6340 || KD Loss: 0.1564|| 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: 1 day, 0:50:17 || Estimated Time: 1 day, 21:55:32
2023-07-25 11:36:49,271 semantic_segmentation INFO: Iters: 52660/150000 || Lr: 0.013552 || Task Loss: 0.3956 || KD Loss: 0.0883|| 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 day, 0:50:33 || Estimated Time: 1 day, 21:55:13
2023-07-25 11:37:05,678 semantic_segmentation INFO: Iters: 52670/150000 || Lr: 0.013551 || Task Loss: 0.4505 || KD Loss: 0.1045|| 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, 0:50:50 || Estimated Time: 1 day, 21:54:55
2023-07-25 11:37:22,065 semantic_segmentation INFO: Iters: 52680/150000 || Lr: 0.013550 || Task Loss: 0.5579 || KD Loss: 0.0922|| 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: 1 day, 0:51:06 || Estimated Time: 1 day, 21:54:37
2023-07-25 11:37:38,441 semantic_segmentation INFO: Iters: 52690/150000 || Lr: 0.013549 || Task Loss: 0.5426 || KD Loss: 0.0990|| 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, 0:51:22 || Estimated Time: 1 day, 21:54:19
2023-07-25 11:37:55,561 semantic_segmentation INFO: Iters: 52700/150000 || Lr: 0.013547 || Task Loss: 0.5384 || KD Loss: 0.2160|| 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, 0:51:40 || Estimated Time: 1 day, 21:54:02
2023-07-25 11:38:14,689 semantic_segmentation INFO: Iters: 52710/150000 || Lr: 0.013546 || Task Loss: 0.6929 || KD Loss: 0.1957|| 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, 0:51:59 || Estimated Time: 1 day, 21:53:49
2023-07-25 11:38:31,067 semantic_segmentation INFO: Iters: 52720/150000 || Lr: 0.013545 || Task Loss: 0.6654 || KD Loss: 0.1954|| 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, 0:52:15 || Estimated Time: 1 day, 21:53:31
2023-07-25 11:38:47,457 semantic_segmentation INFO: Iters: 52730/150000 || Lr: 0.013544 || Task Loss: 0.5097 || KD Loss: 0.1013|| 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, 0:52:31 || Estimated Time: 1 day, 21:53:13
2023-07-25 11:39:03,855 semantic_segmentation INFO: Iters: 52740/150000 || Lr: 0.013542 || Task Loss: 0.6098 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:52:48 || Estimated Time: 1 day, 21:52:55
2023-07-25 11:39:20,223 semantic_segmentation INFO: Iters: 52750/150000 || Lr: 0.013541 || Task Loss: 0.6566 || KD Loss: 0.2239|| 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: 1 day, 0:53:04 || Estimated Time: 1 day, 21:52:37
2023-07-25 11:39:36,631 semantic_segmentation INFO: Iters: 52760/150000 || Lr: 0.013540 || Task Loss: 0.6161 || KD Loss: 0.1379|| 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, 0:53:21 || Estimated Time: 1 day, 21:52:19
2023-07-25 11:39:52,992 semantic_segmentation INFO: Iters: 52770/150000 || Lr: 0.013539 || Task Loss: 0.3718 || KD Loss: 0.0734|| 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, 0:53:37 || Estimated Time: 1 day, 21:52:01
2023-07-25 11:40:09,396 semantic_segmentation INFO: Iters: 52780/150000 || Lr: 0.013537 || Task Loss: 0.4579 || KD Loss: 0.0963|| 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, 0:53:53 || Estimated Time: 1 day, 21:51:43
2023-07-25 11:40:25,761 semantic_segmentation INFO: Iters: 52790/150000 || Lr: 0.013536 || Task Loss: 0.4133 || KD Loss: 0.1132|| 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: 1 day, 0:54:10 || Estimated Time: 1 day, 21:51:25
2023-07-25 11:40:42,167 semantic_segmentation INFO: Iters: 52800/150000 || Lr: 0.013535 || Task Loss: 0.4044 || KD Loss: 0.0887|| 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, 0:54:26 || Estimated Time: 1 day, 21:51:07
2023-07-25 11:40:42,279 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 11:40:42,729 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 11:40:42,751 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.135
2023-07-25 11:40:42,764 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.170
2023-07-25 11:40:42,777 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.169
2023-07-25 11:40:42,790 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.240
2023-07-25 11:40:42,802 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.916, mIoU: 0.241
2023-07-25 11:40:42,815 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.923, mIoU: 0.281
2023-07-25 11:40:42,829 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.928, mIoU: 0.285
2023-07-25 11:40:42,841 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.305
2023-07-25 11:40:42,854 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.344
2023-07-25 11:40:42,868 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.922, mIoU: 0.407
2023-07-25 11:40:42,883 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.928, mIoU: 0.430
2023-07-25 11:40:42,895 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.448
2023-07-25 11:40:42,909 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.421
2023-07-25 11:40:42,924 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.930, mIoU: 0.417
2023-07-25 11:40:42,936 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.413
2023-07-25 11:40:42,947 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.410
2023-07-25 11:40:42,959 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.410
2023-07-25 11:40:42,973 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.404
2023-07-25 11:40:42,989 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.449
2023-07-25 11:40:43,002 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.438
2023-07-25 11:40:43,017 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.446
2023-07-25 11:40:43,031 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.473
2023-07-25 11:40:43,046 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.923, mIoU: 0.486
2023-07-25 11:40:43,062 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.486
2023-07-25 11:40:43,075 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.489
2023-07-25 11:40:43,089 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.488
2023-07-25 11:40:43,100 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.489
2023-07-25 11:40:43,114 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.482
2023-07-25 11:40:43,128 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.482
2023-07-25 11:40:43,141 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.497
2023-07-25 11:40:43,156 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.496
2023-07-25 11:40:43,170 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.499
2023-07-25 11:40:43,184 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.495
2023-07-25 11:40:43,198 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.495
2023-07-25 11:40:43,212 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.490
2023-07-25 11:40:43,225 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.492
2023-07-25 11:40:43,237 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.538
2023-07-25 11:40:43,253 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.542
2023-07-25 11:40:43,266 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.539
2023-07-25 11:40:43,279 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.919, mIoU: 0.568
2023-07-25 11:40:43,294 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-25 11:40:43,309 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-25 11:40:43,322 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-25 11:40:43,337 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.918, mIoU: 0.563
2023-07-25 11:40:43,352 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.565
2023-07-25 11:40:43,365 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-25 11:40:43,378 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.570
2023-07-25 11:40:43,392 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-25 11:40:43,408 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-25 11:40:43,424 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.570
2023-07-25 11:40:43,439 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.570
2023-07-25 11:40:43,452 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-25 11:40:43,466 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.565
2023-07-25 11:40:43,481 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.570
2023-07-25 11:40:43,493 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-25 11:40:43,509 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.564
2023-07-25 11:40:43,527 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-25 11:40:43,540 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.565
2023-07-25 11:40:43,554 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-25 11:40:43,566 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.605
2023-07-25 11:40:43,580 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.601
2023-07-25 11:40:43,592 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.597
2023-07-25 11:40:43,609 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-25 11:40:43,622 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-25 11:40:43,636 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-25 11:40:43,650 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.601
2023-07-25 11:40:43,662 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-25 11:40:43,677 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-25 11:40:43,691 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.638
2023-07-25 11:40:43,706 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 11:40:43,718 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 11:40:43,734 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 11:40:43,748 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 11:40:43,762 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 11:40:43,776 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 11:40:43,790 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 11:40:43,799 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 11:40:43,813 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 11:40:43,828 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.914, mIoU: 0.657
2023-07-25 11:40:43,841 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.914, mIoU: 0.658
2023-07-25 11:40:43,856 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.914, mIoU: 0.657
2023-07-25 11:40:43,870 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.912, mIoU: 0.652
2023-07-25 11:40:43,884 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.643
2023-07-25 11:40:43,899 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-25 11:40:43,913 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-25 11:40:43,927 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 11:40:43,941 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.911, mIoU: 0.649
2023-07-25 11:40:43,955 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.910, mIoU: 0.651
2023-07-25 11:40:43,967 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.910, mIoU: 0.651
2023-07-25 11:40:43,981 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.911, mIoU: 0.651
2023-07-25 11:40:43,996 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.911, mIoU: 0.651
2023-07-25 11:40:44,010 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.907, mIoU: 0.653
2023-07-25 11:40:44,024 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.908, mIoU: 0.658
2023-07-25 11:40:44,038 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.906, mIoU: 0.656
2023-07-25 11:40:44,052 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 11:40:44,066 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 11:40:44,079 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.908, mIoU: 0.657
2023-07-25 11:40:44,094 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 11:40:44,107 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 11:40:44,122 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.910, mIoU: 0.656
2023-07-25 11:40:44,137 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.910, mIoU: 0.656
2023-07-25 11:40:44,150 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.657
2023-07-25 11:40:44,164 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 11:40:44,179 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.910, mIoU: 0.654
2023-07-25 11:40:44,192 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.910, mIoU: 0.656
2023-07-25 11:40:44,206 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 11:40:44,221 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 11:40:44,235 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 11:40:44,248 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.910, mIoU: 0.657
2023-07-25 11:40:44,260 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 11:40:44,273 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.911, mIoU: 0.658
2023-07-25 11:40:44,287 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.911, mIoU: 0.657
2023-07-25 11:40:44,302 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.911, mIoU: 0.657
2023-07-25 11:40:44,316 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.912, mIoU: 0.658
2023-07-25 11:40:44,329 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.912, mIoU: 0.658
2023-07-25 11:40:44,341 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.911, mIoU: 0.651
2023-07-25 11:40:44,356 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 11:40:44,368 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 11:40:44,382 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.649
2023-07-25 11:40:44,397 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-25 11:40:44,409 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:40:44,422 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:44,436 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 11:40:44,451 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 11:40:44,459 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 11:40:44,470 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 11:40:44,485 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 11:40:44,494 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 11:40:44,507 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 11:40:44,523 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.640
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2023-07-25 11:40:47,316 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-25 11:40:47,475 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.911, mIoU: 0.629
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2023-07-25 11:40:47,627 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-25 11:40:47,754 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 11:40:47,769 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.906, mIoU: 0.619
2023-07-25 11:40:47,782 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.906, mIoU: 0.620
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2023-07-25 11:40:47,821 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.906, mIoU: 0.617
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2023-07-25 11:40:47,945 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-25 11:40:48,140 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.908, mIoU: 0.621
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2023-07-25 11:40:48,641 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.907, mIoU: 0.619
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2023-07-25 11:40:49,333 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.909, mIoU: 0.628
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2023-07-25 11:40:49,401 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.909, mIoU: 0.629
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2023-07-25 11:40:49,943 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.909, mIoU: 0.625
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2023-07-25 11:40:50,063 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-25 11:40:50,075 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 11:40:50,087 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 11:40:50,101 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 11:40:50,116 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 11:40:50,130 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 11:40:50,144 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 11:40:50,153 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 11:40:50,167 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 11:40:50,182 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 11:40:50,197 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 11:40:50,211 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 11:40:50,226 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.632
2023-07-25 11:40:50,238 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 11:40:50,251 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 11:40:50,266 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 11:40:50,281 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 11:40:50,295 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 11:40:50,307 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 11:40:50,320 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 11:40:50,334 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 11:40:50,348 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 11:40:50,363 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 11:40:50,375 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.911, mIoU: 0.634
2023-07-25 11:40:50,390 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 11:40:50,405 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 11:40:50,421 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 11:40:50,433 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 11:40:50,448 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,463 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,475 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,490 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,504 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,518 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,533 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,545 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,560 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,574 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,590 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,600 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,616 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,631 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,644 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,659 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,671 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,686 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,701 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,716 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,729 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,741 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,754 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,768 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 11:40:50,783 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,798 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,812 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,827 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,839 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,853 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,868 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 11:40:50,880 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 11:40:50,895 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,909 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,924 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,938 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,952 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:50,963 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,977 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:50,991 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,004 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,018 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,033 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:51,045 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 11:40:51,059 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 11:40:51,074 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.913, mIoU: 0.637
2023-07-25 11:40:51,089 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:51,101 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 11:40:51,116 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,130 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,146 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 11:40:51,160 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 11:40:51,175 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 11:40:51,190 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 11:40:51,205 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 11:40:51,220 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 11:40:51,233 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 11:40:51,245 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 11:40:51,259 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 11:40:51,273 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 11:40:51,287 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 11:40:51,299 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 11:40:51,314 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 11:40:51,326 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,340 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,354 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,368 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,382 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,395 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 11:40:51,409 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,423 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,437 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,452 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,466 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,484 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,498 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,514 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,524 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,537 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,552 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,565 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,579 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,592 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:51,605 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,622 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,639 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,654 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,669 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:51,682 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:51,696 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:51,708 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:51,722 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:51,737 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:51,751 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:51,766 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:51,780 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,794 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,807 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,821 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:51,835 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,848 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,860 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,873 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,888 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,903 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,916 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,930 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:51,944 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,959 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,971 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,983 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:51,991 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:52,005 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:52,020 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,034 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,049 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,063 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,078 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,093 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,107 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,120 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,134 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,148 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,162 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,177 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,189 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,201 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,214 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,227 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,240 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,252 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,265 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,279 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,294 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,306 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,319 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,332 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,343 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:52,358 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-25 11:40:52,416 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:52,431 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,443 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,458 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-25 11:40:52,489 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:52,504 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,518 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 11:40:52,533 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.650
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2023-07-25 11:40:52,558 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 11:40:52,570 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,585 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,600 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,613 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,627 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:52,643 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:52,657 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,671 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:52,686 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:52,700 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:52,713 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,727 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,740 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,754 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,768 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,782 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,797 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,810 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,825 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,840 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,852 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,865 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:52,880 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,895 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,910 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,926 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,938 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:52,950 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,964 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,977 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:52,992 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:53,008 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,021 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,036 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,049 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,063 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,077 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,090 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,102 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,116 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,131 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,143 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,157 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:53,171 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,185 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,197 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,211 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,226 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,242 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,254 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,268 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,281 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,296 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,309 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,323 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,338 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,353 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,366 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,382 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,398 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 11:40:53,414 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,429 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,443 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,455 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,469 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,482 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,494 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,506 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,521 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,533 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:53,546 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:53,559 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,574 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,588 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,602 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,615 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,627 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,642 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,657 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,671 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:53,685 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:53,698 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,711 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,722 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,738 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,753 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 11:40:53,768 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,782 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,793 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,806 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 11:40:53,821 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,836 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:53,849 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 11:40:53,863 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 11:40:53,876 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 11:40:53,891 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,904 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,918 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:53,931 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:53,945 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,959 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,971 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:53,986 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:54,000 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 11:40:54,014 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,028 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,042 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,056 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,070 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,083 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,097 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,111 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,124 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,137 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,149 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,165 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,179 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,195 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,209 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,221 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,235 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,250 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,265 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,277 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,292 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,306 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,319 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,333 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,348 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,362 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,375 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,386 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,402 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,417 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,431 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,444 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,458 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,473 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,487 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,502 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,514 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,529 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,541 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,556 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,569 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 11:40:54,582 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 11:40:54,596 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,609 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,623 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,638 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,653 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:54,667 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,682 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,695 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,709 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,724 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,738 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,753 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,768 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,777 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,791 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:54,803 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:54,818 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:54,832 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:54,847 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:54,859 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:54,874 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,888 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:54,901 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,917 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,932 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,945 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,961 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:54,976 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:54,990 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:55,003 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:55,018 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:55,033 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:55,049 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,061 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,076 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,091 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,104 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,118 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,132 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,144 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,158 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,170 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,184 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,198 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,212 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,226 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,241 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,255 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,267 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,279 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,293 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,306 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,318 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,333 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,348 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,363 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,378 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,391 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,404 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,421 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,437 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,450 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,464 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,477 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,493 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,507 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,523 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,537 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,551 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,559 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,574 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,589 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,601 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,614 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,628 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,642 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,654 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,668 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,683 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,698 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,712 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,725 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,741 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,756 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,769 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,783 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,797 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,811 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,824 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,838 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,853 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,867 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,874 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:55,887 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,899 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,911 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,923 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:55,938 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,952 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,967 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:55,978 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:55,991 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,006 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,016 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,032 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,045 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,059 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,074 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,089 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,104 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,115 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,128 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,142 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,156 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,170 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,184 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,197 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,206 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,217 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,229 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,240 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,254 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,266 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 11:40:56,280 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,294 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,308 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,321 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,335 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,349 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,363 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,378 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,392 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,405 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,420 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,435 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,448 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,460 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,474 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,486 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,502 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,514 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,529 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,543 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,560 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,575 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,588 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,603 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,618 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,633 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,647 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,660 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,673 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 11:40:56,689 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 11:40:56,705 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:56,720 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:56,734 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 11:40:56,750 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:56,765 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 11:40:56,779 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,793 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,805 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,820 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,829 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,842 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,856 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 11:40:56,867 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,881 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,895 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:56,909 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:56,924 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:56,939 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:56,953 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:56,967 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,978 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:56,993 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,005 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:57,019 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,034 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,046 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,060 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,073 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 11:40:57,087 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:57,101 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:57,116 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,130 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,144 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,156 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,168 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,183 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,196 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,209 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,224 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:57,239 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,254 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,266 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,279 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:57,294 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,309 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,324 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,337 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,350 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,365 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 11:40:57,379 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 11:40:57,394 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:57,408 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:57,423 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 11:40:57,438 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,451 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,466 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,480 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,494 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,508 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 11:40:57,522 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,535 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,549 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,563 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,578 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,590 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:57,604 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,619 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,635 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,647 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,662 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,676 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,691 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,708 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,723 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,737 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,749 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,764 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,779 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,792 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:57,807 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,819 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,828 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,842 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,857 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,869 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:57,884 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,899 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,911 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,925 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,940 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,954 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,969 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,985 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:57,998 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:58,014 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:58,028 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:58,040 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 11:40:58,054 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,068 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,082 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,094 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,106 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,120 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,134 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,148 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,162 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,174 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,188 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,201 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 11:40:58,214 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,229 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,244 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:58,258 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:58,273 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 11:40:58,285 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,300 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,314 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,328 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 11:40:58,342 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,355 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,370 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 11:40:58,382 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,395 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,407 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.912, mIoU: 0.645
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2023-07-25 11:40:58,438 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,453 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,468 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,479 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,492 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,508 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,523 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,536 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,550 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.912, mIoU: 0.645
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2023-07-25 11:40:58,581 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 11:40:58,594 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 11:40:58,607 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,622 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,634 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,648 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,660 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.912, mIoU: 0.644
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2023-07-25 11:40:58,717 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,731 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 11:40:58,743 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,757 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,771 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,782 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,796 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,811 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,826 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,841 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,853 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,866 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 11:40:58,880 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 11:40:58,895 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-25 11:40:58,909 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 11:40:58,923 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.643
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2023-07-25 11:40:58,969 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:58,979 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:58,994 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,009 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,023 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,037 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 11:40:59,049 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 11:40:59,063 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,077 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,089 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,103 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,117 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-25 11:40:59,131 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,145 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,160 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,173 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,187 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,200 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,213 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,227 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,242 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,257 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,270 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,284 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-25 11:40:59,295 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,310 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,325 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,340 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,352 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,367 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,383 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,397 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,408 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,423 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,438 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,448 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,463 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,477 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,491 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,504 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 11:40:59,516 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,530 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,543 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,558 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,570 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,585 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,597 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,609 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,623 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,637 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,652 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:40:59,666 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,682 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,694 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,710 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,725 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,740 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,755 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,767 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,780 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,795 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,810 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,825 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:40:59,837 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:40:59,850 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:40:59,864 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,878 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:40:59,891 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:40:59,904 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,918 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:40:59,933 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,948 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,962 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,976 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:40:59,991 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,004 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,017 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,032 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,045 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,059 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,074 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:00,089 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:00,105 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:00,120 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:00,135 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,150 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,164 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,179 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,195 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,210 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,225 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,240 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,254 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,266 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,279 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,293 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,307 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,319 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,333 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,348 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,362 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,376 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,389 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,403 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,417 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,430 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,443 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,455 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,467 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,480 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.910, mIoU: 0.639
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2023-07-25 11:41:00,509 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,522 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,534 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,549 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,560 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,573 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,588 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,602 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,617 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,631 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,644 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,658 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:00,673 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,686 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,701 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,716 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,732 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,745 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,760 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,775 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,789 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,803 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,815 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,830 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,844 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,859 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:00,873 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,886 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,900 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,914 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,929 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,944 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,958 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,973 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,987 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:00,997 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,011 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,023 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,036 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,052 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,066 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,080 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,093 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,106 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,119 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,134 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,148 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,163 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,178 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,191 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:41:01,206 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,221 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-25 11:41:01,234 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-25 11:41:01,248 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,263 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,276 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,290 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,301 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,315 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,329 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 11:41:01,343 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:01,357 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:01,370 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:01,382 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:01,395 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:01,409 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,422 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,435 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,447 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,461 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,475 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,489 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,501 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 11:41:01,515 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 11:41:01,531 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,546 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,560 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,574 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,582 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,596 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,608 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,620 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,634 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,648 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,662 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,677 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,692 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,706 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 11:41:01,722 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 11:41:01,736 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,752 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,768 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,783 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,798 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,812 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,829 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,842 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 11:41:01,856 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,871 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,886 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:01,899 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:01,912 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:01,927 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:01,942 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:01,957 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 11:41:01,972 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 11:41:01,986 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,000 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,015 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,027 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,042 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,054 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,069 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,084 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,098 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,112 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,125 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,140 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,154 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,168 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,183 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,197 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,212 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,226 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,239 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,253 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,266 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,280 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,295 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,309 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-25 11:41:02,324 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,338 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,352 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,361 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,375 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,388 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,402 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,417 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,432 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,446 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,457 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,466 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-25 11:41:02,483 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,497 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,511 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,524 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,538 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,553 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,566 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 11:41:02,580 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,594 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,608 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,622 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,634 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,648 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,662 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,676 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,689 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,703 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,717 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,731 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 11:41:02,746 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:02,759 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:02,774 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:02,788 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 11:41:02,804 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 11:41:19,142 semantic_segmentation INFO: Iters: 52810/150000 || Lr: 0.013534 || Task Loss: 0.5971 || KD Loss: 0.1726|| 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, 0:55:03 || Estimated Time: 1 day, 21:51:27
2023-07-25 11:41:35,507 semantic_segmentation INFO: Iters: 52820/150000 || Lr: 0.013532 || Task Loss: 0.4699 || KD Loss: 0.0672|| 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: 1 day, 0:55:19 || Estimated Time: 1 day, 21:51:08
2023-07-25 11:41:51,887 semantic_segmentation INFO: Iters: 52830/150000 || Lr: 0.013531 || Task Loss: 0.3288 || KD Loss: 0.0923|| 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, 0:55:36 || Estimated Time: 1 day, 21:50:50
2023-07-25 11:42:08,319 semantic_segmentation INFO: Iters: 52840/150000 || Lr: 0.013530 || Task Loss: 0.5823 || KD Loss: 0.1234|| 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: 1 day, 0:55:52 || Estimated Time: 1 day, 21:50:32
2023-07-25 11:42:24,751 semantic_segmentation INFO: Iters: 52850/150000 || Lr: 0.013529 || Task Loss: 0.5177 || KD Loss: 0.1440|| 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, 0:56:09 || Estimated Time: 1 day, 21:50:14
2023-07-25 11:42:41,148 semantic_segmentation INFO: Iters: 52860/150000 || Lr: 0.013527 || Task Loss: 0.5116 || KD Loss: 0.1472|| 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, 0:56:25 || Estimated Time: 1 day, 21:49:56
2023-07-25 11:42:57,522 semantic_segmentation INFO: Iters: 52870/150000 || Lr: 0.013526 || Task Loss: 0.7280 || KD Loss: 0.2429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:56:42 || Estimated Time: 1 day, 21:49:38
2023-07-25 11:43:13,929 semantic_segmentation INFO: Iters: 52880/150000 || Lr: 0.013525 || Task Loss: 0.4190 || KD Loss: 0.0827|| 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, 0:56:58 || Estimated Time: 1 day, 21:49:20
2023-07-25 11:43:30,396 semantic_segmentation INFO: Iters: 52890/150000 || Lr: 0.013524 || Task Loss: 0.5706 || KD Loss: 0.1259|| 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, 0:57:14 || Estimated Time: 1 day, 21:49:02
2023-07-25 11:43:46,885 semantic_segmentation INFO: Iters: 52900/150000 || Lr: 0.013522 || Task Loss: 0.3621 || KD Loss: 0.0614|| 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, 0:57:31 || Estimated Time: 1 day, 21:48:44
2023-07-25 11:44:03,217 semantic_segmentation INFO: Iters: 52910/150000 || Lr: 0.013521 || Task Loss: 0.5752 || KD Loss: 0.1516|| 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, 0:57:47 || Estimated Time: 1 day, 21:48:26
2023-07-25 11:44:19,666 semantic_segmentation INFO: Iters: 52920/150000 || Lr: 0.013520 || Task Loss: 0.5453 || KD Loss: 0.1497|| 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, 0:58:04 || Estimated Time: 1 day, 21:48:08
2023-07-25 11:44:36,044 semantic_segmentation INFO: Iters: 52930/150000 || Lr: 0.013518 || Task Loss: 0.3111 || KD Loss: 0.0933|| 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, 0:58:20 || Estimated Time: 1 day, 21:47:50
2023-07-25 11:44:52,439 semantic_segmentation INFO: Iters: 52940/150000 || Lr: 0.013517 || Task Loss: 0.3148 || KD Loss: 0.0440|| 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, 0:58:36 || Estimated Time: 1 day, 21:47:32
2023-07-25 11:45:08,809 semantic_segmentation INFO: Iters: 52950/150000 || Lr: 0.013516 || Task Loss: 0.4763 || KD Loss: 0.0967|| 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: 1 day, 0:58:53 || Estimated Time: 1 day, 21:47:14
2023-07-25 11:45:25,188 semantic_segmentation INFO: Iters: 52960/150000 || Lr: 0.013515 || Task Loss: 0.6555 || KD Loss: 0.1555|| 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: 1 day, 0:59:09 || Estimated Time: 1 day, 21:46:56
2023-07-25 11:45:41,579 semantic_segmentation INFO: Iters: 52970/150000 || Lr: 0.013513 || Task Loss: 0.4485 || KD Loss: 0.1017|| 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: 1 day, 0:59:26 || Estimated Time: 1 day, 21:46:38
2023-07-25 11:45:57,977 semantic_segmentation INFO: Iters: 52980/150000 || Lr: 0.013512 || Task Loss: 0.4865 || KD Loss: 0.0786|| 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, 0:59:42 || Estimated Time: 1 day, 21:46:20
2023-07-25 11:46:14,405 semantic_segmentation INFO: Iters: 52990/150000 || Lr: 0.013511 || Task Loss: 0.5313 || KD Loss: 0.1385|| 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, 0:59:58 || Estimated Time: 1 day, 21:46:02
2023-07-25 11:46:30,791 semantic_segmentation INFO: Iters: 53000/150000 || Lr: 0.013510 || Task Loss: 0.5006 || KD Loss: 0.0920|| 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, 1:00:15 || Estimated Time: 1 day, 21:45:43
2023-07-25 11:46:47,220 semantic_segmentation INFO: Iters: 53010/150000 || Lr: 0.013508 || Task Loss: 0.3174 || KD Loss: 0.0633|| 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, 1:00:31 || Estimated Time: 1 day, 21:45:26
2023-07-25 11:47:03,690 semantic_segmentation INFO: Iters: 53020/150000 || Lr: 0.013507 || Task Loss: 0.3482 || KD Loss: 0.0726|| 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, 1:00:48 || Estimated Time: 1 day, 21:45:08
2023-07-25 11:47:20,080 semantic_segmentation INFO: Iters: 53030/150000 || Lr: 0.013506 || Task Loss: 0.5887 || KD Loss: 0.1609|| 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, 1:01:04 || Estimated Time: 1 day, 21:44:50
2023-07-25 11:47:36,393 semantic_segmentation INFO: Iters: 53040/150000 || Lr: 0.013505 || Task Loss: 0.5156 || KD Loss: 0.1130|| 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, 1:01:20 || Estimated Time: 1 day, 21:44:31
2023-07-25 11:47:52,836 semantic_segmentation INFO: Iters: 53050/150000 || Lr: 0.013503 || Task Loss: 0.4450 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:37 || Estimated Time: 1 day, 21:44:13
2023-07-25 11:48:09,249 semantic_segmentation INFO: Iters: 53060/150000 || Lr: 0.013502 || Task Loss: 0.3428 || KD Loss: 0.0472|| 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, 1:01:53 || Estimated Time: 1 day, 21:43:55
2023-07-25 11:48:25,589 semantic_segmentation INFO: Iters: 53070/150000 || Lr: 0.013501 || Task Loss: 0.4100 || KD Loss: 0.0957|| 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, 1:02:10 || Estimated Time: 1 day, 21:43:37
2023-07-25 11:48:41,970 semantic_segmentation INFO: Iters: 53080/150000 || Lr: 0.013500 || Task Loss: 0.6155 || KD Loss: 0.1981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:26 || Estimated Time: 1 day, 21:43:19
2023-07-25 11:48:58,370 semantic_segmentation INFO: Iters: 53090/150000 || Lr: 0.013498 || Task Loss: 0.3999 || KD Loss: 0.0955|| 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, 1:02:42 || Estimated Time: 1 day, 21:43:01
2023-07-25 11:49:14,784 semantic_segmentation INFO: Iters: 53100/150000 || Lr: 0.013497 || Task Loss: 0.3877 || KD Loss: 0.0956|| 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, 1:02:59 || Estimated Time: 1 day, 21:42:43
2023-07-25 11:49:31,159 semantic_segmentation INFO: Iters: 53110/150000 || Lr: 0.013496 || Task Loss: 0.7176 || KD Loss: 0.2770|| 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 day, 1:03:15 || Estimated Time: 1 day, 21:42:25
2023-07-25 11:49:47,546 semantic_segmentation INFO: Iters: 53120/150000 || Lr: 0.013495 || Task Loss: 0.5134 || KD Loss: 0.1117|| 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: 1 day, 1:03:32 || Estimated Time: 1 day, 21:42:07
2023-07-25 11:50:04,327 semantic_segmentation INFO: Iters: 53130/150000 || Lr: 0.013493 || Task Loss: 0.4680 || KD Loss: 0.1068|| 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, 1:03:48 || Estimated Time: 1 day, 21:41:49
2023-07-25 11:50:20,686 semantic_segmentation INFO: Iters: 53140/150000 || Lr: 0.013492 || Task Loss: 0.4256 || KD Loss: 0.0706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:05 || Estimated Time: 1 day, 21:41:31
2023-07-25 11:50:37,087 semantic_segmentation INFO: Iters: 53150/150000 || Lr: 0.013491 || Task Loss: 0.4090 || KD Loss: 0.0742|| 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, 1:04:21 || Estimated Time: 1 day, 21:41:13
2023-07-25 11:50:53,493 semantic_segmentation INFO: Iters: 53160/150000 || Lr: 0.013490 || Task Loss: 0.4646 || KD Loss: 0.0544|| 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, 1:04:37 || Estimated Time: 1 day, 21:40:55
2023-07-25 11:51:10,015 semantic_segmentation INFO: Iters: 53170/150000 || Lr: 0.013488 || Task Loss: 0.3895 || KD Loss: 0.0893|| 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, 1:04:54 || Estimated Time: 1 day, 21:40:37
2023-07-25 11:51:26,437 semantic_segmentation INFO: Iters: 53180/150000 || Lr: 0.013487 || Task Loss: 0.2370 || KD Loss: 0.0483|| 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, 1:05:10 || Estimated Time: 1 day, 21:40:19
2023-07-25 11:51:42,835 semantic_segmentation INFO: Iters: 53190/150000 || Lr: 0.013486 || Task Loss: 0.3949 || KD Loss: 0.0691|| 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, 1:05:27 || Estimated Time: 1 day, 21:40:01
2023-07-25 11:51:59,191 semantic_segmentation INFO: Iters: 53200/150000 || Lr: 0.013485 || Task Loss: 0.3581 || KD Loss: 0.0938|| 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, 1:05:43 || Estimated Time: 1 day, 21:39:43
2023-07-25 11:52:15,595 semantic_segmentation INFO: Iters: 53210/150000 || Lr: 0.013483 || Task Loss: 0.3876 || KD Loss: 0.0762|| 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, 1:06:00 || Estimated Time: 1 day, 21:39:25
2023-07-25 11:52:31,944 semantic_segmentation INFO: Iters: 53220/150000 || Lr: 0.013482 || Task Loss: 0.5515 || KD Loss: 0.0624|| 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, 1:06:16 || Estimated Time: 1 day, 21:39:07
2023-07-25 11:52:48,363 semantic_segmentation INFO: Iters: 53230/150000 || Lr: 0.013481 || Task Loss: 0.4464 || KD Loss: 0.0877|| 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, 1:06:32 || Estimated Time: 1 day, 21:38:49
2023-07-25 11:53:04,735 semantic_segmentation INFO: Iters: 53240/150000 || Lr: 0.013480 || Task Loss: 0.3451 || KD Loss: 0.0538|| 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, 1:06:49 || Estimated Time: 1 day, 21:38:31
2023-07-25 11:53:21,098 semantic_segmentation INFO: Iters: 53250/150000 || Lr: 0.013478 || Task Loss: 0.4028 || KD Loss: 0.0841|| 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, 1:07:05 || Estimated Time: 1 day, 21:38:13
2023-07-25 11:53:37,502 semantic_segmentation INFO: Iters: 53260/150000 || Lr: 0.013477 || Task Loss: 0.5471 || KD Loss: 0.1183|| 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, 1:07:21 || Estimated Time: 1 day, 21:37:55
2023-07-25 11:53:53,857 semantic_segmentation INFO: Iters: 53270/150000 || Lr: 0.013476 || Task Loss: 0.4278 || KD Loss: 0.1022|| 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, 1:07:38 || Estimated Time: 1 day, 21:37:37
2023-07-25 11:54:10,268 semantic_segmentation INFO: Iters: 53280/150000 || Lr: 0.013475 || Task Loss: 0.5180 || KD Loss: 0.1086|| 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, 1:07:54 || Estimated Time: 1 day, 21:37:19
2023-07-25 11:54:26,642 semantic_segmentation INFO: Iters: 53290/150000 || Lr: 0.013473 || Task Loss: 0.3900 || KD Loss: 0.0803|| 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, 1:08:11 || Estimated Time: 1 day, 21:37:01
2023-07-25 11:54:43,022 semantic_segmentation INFO: Iters: 53300/150000 || Lr: 0.013472 || Task Loss: 0.4378 || KD Loss: 0.1094|| 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, 1:08:27 || Estimated Time: 1 day, 21:36:43
2023-07-25 11:54:59,382 semantic_segmentation INFO: Iters: 53310/150000 || Lr: 0.013471 || Task Loss: 0.5253 || KD Loss: 0.1268|| 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, 1:08:43 || Estimated Time: 1 day, 21:36:25
2023-07-25 11:55:15,757 semantic_segmentation INFO: Iters: 53320/150000 || Lr: 0.013470 || Task Loss: 0.3566 || KD Loss: 0.0746|| 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, 1:09:00 || Estimated Time: 1 day, 21:36:06
2023-07-25 11:55:32,264 semantic_segmentation INFO: Iters: 53330/150000 || Lr: 0.013468 || Task Loss: 0.5777 || KD Loss: 0.1063|| 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, 1:09:16 || Estimated Time: 1 day, 21:35:49
2023-07-25 11:55:48,702 semantic_segmentation INFO: Iters: 53340/150000 || Lr: 0.013467 || Task Loss: 0.3097 || KD Loss: 0.0997|| 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, 1:09:33 || Estimated Time: 1 day, 21:35:31
2023-07-25 11:56:05,354 semantic_segmentation INFO: Iters: 53350/150000 || Lr: 0.013466 || Task Loss: 0.5116 || KD Loss: 0.1023|| 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, 1:09:49 || Estimated Time: 1 day, 21:35:13
2023-07-25 11:56:21,676 semantic_segmentation INFO: Iters: 53360/150000 || Lr: 0.013465 || Task Loss: 0.4373 || KD Loss: 0.0868|| 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, 1:10:06 || Estimated Time: 1 day, 21:34:55
2023-07-25 11:56:38,096 semantic_segmentation INFO: Iters: 53370/150000 || Lr: 0.013463 || Task Loss: 0.2933 || KD Loss: 0.0589|| 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, 1:10:22 || Estimated Time: 1 day, 21:34:37
2023-07-25 11:56:54,446 semantic_segmentation INFO: Iters: 53380/150000 || Lr: 0.013462 || Task Loss: 0.4541 || KD Loss: 0.1081|| 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, 1:10:38 || Estimated Time: 1 day, 21:34:19
2023-07-25 11:57:10,856 semantic_segmentation INFO: Iters: 53390/150000 || Lr: 0.013461 || Task Loss: 0.3229 || KD Loss: 0.0717|| 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, 1:10:55 || Estimated Time: 1 day, 21:34:01
2023-07-25 11:57:27,204 semantic_segmentation INFO: Iters: 53400/150000 || Lr: 0.013460 || Task Loss: 0.2786 || KD Loss: 0.0585|| 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, 1:11:11 || Estimated Time: 1 day, 21:33:43
2023-07-25 11:57:43,575 semantic_segmentation INFO: Iters: 53410/150000 || Lr: 0.013458 || Task Loss: 0.3795 || KD Loss: 0.0694|| 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, 1:11:28 || Estimated Time: 1 day, 21:33:25
2023-07-25 11:57:59,961 semantic_segmentation INFO: Iters: 53420/150000 || Lr: 0.013457 || Task Loss: 0.4226 || KD Loss: 0.0925|| 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, 1:11:44 || Estimated Time: 1 day, 21:33:06
2023-07-25 11:58:16,396 semantic_segmentation INFO: Iters: 53430/150000 || Lr: 0.013456 || Task Loss: 0.5123 || KD Loss: 0.0880|| 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, 1:12:00 || Estimated Time: 1 day, 21:32:49
2023-07-25 11:58:32,772 semantic_segmentation INFO: Iters: 53440/150000 || Lr: 0.013455 || Task Loss: 0.4348 || KD Loss: 0.1370|| 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, 1:12:17 || Estimated Time: 1 day, 21:32:30
2023-07-25 11:58:49,177 semantic_segmentation INFO: Iters: 53450/150000 || Lr: 0.013453 || Task Loss: 0.4234 || KD Loss: 0.1073|| 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: 1 day, 1:12:33 || Estimated Time: 1 day, 21:32:12
2023-07-25 11:59:05,551 semantic_segmentation INFO: Iters: 53460/150000 || Lr: 0.013452 || Task Loss: 0.5339 || KD Loss: 0.1283|| 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, 1:12:50 || Estimated Time: 1 day, 21:31:54
2023-07-25 11:59:21,928 semantic_segmentation INFO: Iters: 53470/150000 || Lr: 0.013451 || Task Loss: 0.3725 || KD Loss: 0.0646|| 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, 1:13:06 || Estimated Time: 1 day, 21:31:36
2023-07-25 11:59:38,314 semantic_segmentation INFO: Iters: 53480/150000 || Lr: 0.013450 || Task Loss: 0.3747 || KD Loss: 0.1005|| 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, 1:13:22 || Estimated Time: 1 day, 21:31:18
2023-07-25 11:59:54,708 semantic_segmentation INFO: Iters: 53490/150000 || Lr: 0.013448 || Task Loss: 0.5522 || KD Loss: 0.1281|| 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, 1:13:39 || Estimated Time: 1 day, 21:31:00
2023-07-25 12:00:11,192 semantic_segmentation INFO: Iters: 53500/150000 || Lr: 0.013447 || Task Loss: 0.4381 || KD Loss: 0.1006|| 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, 1:13:55 || Estimated Time: 1 day, 21:30:42
2023-07-25 12:00:27,600 semantic_segmentation INFO: Iters: 53510/150000 || Lr: 0.013446 || Task Loss: 0.5275 || KD Loss: 0.1253|| 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, 1:14:12 || Estimated Time: 1 day, 21:30:24
2023-07-25 12:00:43,973 semantic_segmentation INFO: Iters: 53520/150000 || Lr: 0.013445 || Task Loss: 0.5724 || KD Loss: 0.1426|| 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, 1:14:28 || Estimated Time: 1 day, 21:30:06
2023-07-25 12:01:00,361 semantic_segmentation INFO: Iters: 53530/150000 || Lr: 0.013443 || Task Loss: 0.6453 || KD Loss: 0.1664|| 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, 1:14:44 || Estimated Time: 1 day, 21:29:48
2023-07-25 12:01:17,899 semantic_segmentation INFO: Iters: 53540/150000 || Lr: 0.013442 || Task Loss: 0.4849 || KD Loss: 0.1018|| 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, 1:15:02 || Estimated Time: 1 day, 21:29:32
2023-07-25 12:01:36,640 semantic_segmentation INFO: Iters: 53550/150000 || Lr: 0.013441 || Task Loss: 0.4953 || KD Loss: 0.1349|| 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, 1:15:21 || Estimated Time: 1 day, 21:29:18
2023-07-25 12:01:53,061 semantic_segmentation INFO: Iters: 53560/150000 || Lr: 0.013440 || Task Loss: 0.3571 || KD Loss: 0.0896|| 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, 1:15:37 || Estimated Time: 1 day, 21:29:00
2023-07-25 12:02:09,439 semantic_segmentation INFO: Iters: 53570/150000 || Lr: 0.013438 || Task Loss: 0.4204 || KD Loss: 0.0856|| 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, 1:15:53 || Estimated Time: 1 day, 21:28:42
2023-07-25 12:02:25,821 semantic_segmentation INFO: Iters: 53580/150000 || Lr: 0.013437 || Task Loss: 0.3146 || KD Loss: 0.0436|| 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, 1:16:10 || Estimated Time: 1 day, 21:28:24
2023-07-25 12:02:42,163 semantic_segmentation INFO: Iters: 53590/150000 || Lr: 0.013436 || Task Loss: 0.3820 || KD Loss: 0.0716|| 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, 1:16:26 || Estimated Time: 1 day, 21:28:06
2023-07-25 12:02:58,596 semantic_segmentation INFO: Iters: 53600/150000 || Lr: 0.013434 || Task Loss: 0.4857 || KD Loss: 0.1133|| 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, 1:16:43 || Estimated Time: 1 day, 21:27:48
2023-07-25 12:02:58,718 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:02:59,190 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-25 12:02:59,208 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-25 12:02:59,220 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.170
2023-07-25 12:02:59,233 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.170
2023-07-25 12:02:59,246 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.247
2023-07-25 12:02:59,258 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.286
2023-07-25 12:02:59,271 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.330
2023-07-25 12:02:59,285 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.334
2023-07-25 12:02:59,298 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.377
2023-07-25 12:02:59,312 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.419
2023-07-25 12:02:59,326 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.473
2023-07-25 12:02:59,341 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.519
2023-07-25 12:02:59,353 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.494
2023-07-25 12:02:59,367 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.460
2023-07-25 12:02:59,382 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.458
2023-07-25 12:02:59,394 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.453
2023-07-25 12:02:59,406 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.449
2023-07-25 12:02:59,418 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.449
2023-07-25 12:02:59,433 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.448
2023-07-25 12:02:59,448 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.491
2023-07-25 12:02:59,463 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.494
2023-07-25 12:02:59,478 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.506
2023-07-25 12:02:59,492 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.535
2023-07-25 12:02:59,508 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.534
2023-07-25 12:02:59,524 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.531
2023-07-25 12:02:59,538 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.512
2023-07-25 12:02:59,552 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.521
2023-07-25 12:02:59,564 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.523
2023-07-25 12:02:59,579 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.513
2023-07-25 12:02:59,594 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.514
2023-07-25 12:02:59,607 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.515
2023-07-25 12:02:59,622 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.514
2023-07-25 12:02:59,637 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.517
2023-07-25 12:02:59,652 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.510
2023-07-25 12:02:59,667 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.543
2023-07-25 12:02:59,681 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.542
2023-07-25 12:02:59,694 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.546
2023-07-25 12:02:59,706 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-25 12:02:59,722 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.586
2023-07-25 12:02:59,735 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.583
2023-07-25 12:02:59,747 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-25 12:02:59,761 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.567
2023-07-25 12:02:59,775 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.918, mIoU: 0.561
2023-07-25 12:02:59,788 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.919, mIoU: 0.561
2023-07-25 12:02:59,802 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.561
2023-07-25 12:02:59,817 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.919, mIoU: 0.566
2023-07-25 12:02:59,829 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-25 12:02:59,841 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-25 12:02:59,855 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-25 12:02:59,871 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-25 12:02:59,886 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.921, mIoU: 0.572
2023-07-25 12:02:59,900 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-25 12:02:59,913 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.569
2023-07-25 12:02:59,929 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.567
2023-07-25 12:02:59,944 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.572
2023-07-25 12:02:59,957 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.570
2023-07-25 12:02:59,974 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.567
2023-07-25 12:02:59,992 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-25 12:03:00,005 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.568
2023-07-25 12:03:00,020 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.601
2023-07-25 12:03:00,033 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-25 12:03:00,048 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-25 12:03:00,060 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-25 12:03:00,078 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.606
2023-07-25 12:03:00,092 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-25 12:03:00,108 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-25 12:03:00,123 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.606
2023-07-25 12:03:00,136 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.652
2023-07-25 12:03:00,151 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.653
2023-07-25 12:03:00,167 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 12:03:00,182 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:03:00,195 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-25 12:03:00,239 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:03:00,253 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 12:03:00,268 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 12:03:00,277 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 12:03:00,292 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.675
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2023-07-25 12:03:00,321 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 12:03:00,335 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 12:03:00,349 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.669
2023-07-25 12:03:00,363 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 12:03:00,378 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 12:03:00,392 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 12:03:00,406 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.653
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2023-07-25 12:03:00,434 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.667
2023-07-25 12:03:00,446 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-25 12:03:00,460 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.664
2023-07-25 12:03:00,474 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.665
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2023-07-25 12:03:00,502 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 12:03:00,517 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.916, mIoU: 0.674
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2023-07-25 12:03:00,557 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.682
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2023-07-25 12:03:00,668 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.690
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2023-07-25 12:03:00,748 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.691
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2023-07-25 12:03:00,844 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.922, mIoU: 0.677
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2023-07-25 12:03:01,016 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.926, mIoU: 0.686
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2023-07-25 12:03:02,316 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 12:03:05,685 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 12:03:05,739 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 12:03:05,770 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 12:03:05,826 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 12:03:05,894 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 12:03:05,922 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 12:03:05,950 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:03:05,960 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:03:05,972 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:03:05,987 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:03:06,001 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 12:03:06,026 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.920, mIoU: 0.663
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2023-07-25 12:03:06,054 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:03:06,071 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:03:06,086 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:03:06,095 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:03:06,110 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:03:06,126 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:03:06,139 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:03:06,153 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:03:06,168 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:03:06,181 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:03:06,196 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:03:06,209 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 12:03:06,240 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.921, mIoU: 0.666
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2023-07-25 12:03:06,271 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-25 12:03:06,298 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:03:06,312 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:03:06,327 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:03:06,341 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:03:06,355 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:03:06,371 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:03:06,386 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:03:06,400 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 12:03:06,469 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:03:06,483 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 12:03:06,510 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:03:06,524 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:03:06,537 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:03:06,551 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:03:06,562 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:03:06,577 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:03:06,589 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-25 12:03:06,627 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 12:03:06,642 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 12:03:06,656 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 12:03:06,671 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 12:03:06,693 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 12:03:06,724 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:06,738 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:06,753 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-25 12:03:06,835 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-25 12:03:06,933 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 12:03:06,976 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 12:03:06,990 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-25 12:03:07,074 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-25 12:03:07,121 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 12:03:07,131 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 12:03:07,146 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,160 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 12:03:07,187 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 12:03:07,422 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-25 12:03:07,465 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,480 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,491 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,505 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,520 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,533 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,548 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,562 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.921, mIoU: 0.667
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2023-07-25 12:03:07,602 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-25 12:03:07,703 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 12:03:07,718 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-25 12:03:07,829 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:03:07,843 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 12:03:08,203 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-25 12:03:08,342 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-25 12:03:08,411 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:03:08,427 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:03:08,442 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:03:08,455 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:03:08,469 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:03:08,485 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,499 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,512 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,524 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,532 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,546 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:03:08,561 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:03:08,575 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:03:08,590 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:03:08,605 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 12:03:08,619 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 12:03:08,635 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 12:03:08,649 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,661 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,675 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,688 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,703 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,718 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,730 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,743 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,756 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:03:08,770 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,783 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:03:08,796 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:03:08,809 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:03:08,823 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,839 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,850 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,864 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,877 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,889 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,903 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,917 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:03:08,932 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:08,946 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 12:03:08,960 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 12:03:08,975 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 12:03:08,987 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,002 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 12:03:09,016 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,032 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,047 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,061 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:03:09,076 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:03:09,088 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:03:09,101 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:03:09,116 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,131 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,148 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,161 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,174 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,189 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,203 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,218 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,233 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,248 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:03:09,261 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:03:09,276 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,289 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,303 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,318 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,331 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,346 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,358 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,373 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,387 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,399 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:09,412 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:09,426 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:09,440 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,455 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:03:09,468 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:09,480 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:09,492 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:09,505 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:09,517 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:09,531 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,547 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,560 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,575 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,588 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,602 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,616 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,629 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,642 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,656 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,670 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,683 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,697 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,712 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,726 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,738 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:09,753 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,768 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,785 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,797 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,812 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,825 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,840 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,852 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,865 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,880 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,894 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,907 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,922 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,937 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:09,952 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,967 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,980 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:09,992 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:10,006 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,019 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,032 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,044 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,060 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,072 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,085 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,099 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,114 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,130 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,146 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,158 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,171 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,186 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:10,201 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:10,216 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:10,230 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:03:10,243 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:10,255 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,267 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,282 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,297 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,311 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,325 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,337 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,349 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,364 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,378 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,390 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,405 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,417 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,432 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,444 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,459 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:10,471 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,485 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,499 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:10,512 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,527 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,542 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,556 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,571 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,586 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,601 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,616 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,631 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,646 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,661 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,674 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,687 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,700 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,717 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,730 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,747 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,761 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,772 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,786 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,801 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,816 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,828 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,843 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,857 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,869 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,883 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,897 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:10,911 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,923 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,934 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:10,950 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,965 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:03:10,980 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:10,993 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:11,008 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:03:11,023 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,038 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,052 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,065 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,080 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,092 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,107 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,122 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,136 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,152 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,164 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,179 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,193 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,208 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:03:11,222 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,236 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,250 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,263 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,279 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,292 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:03:11,307 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,322 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,331 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,345 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,357 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,372 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:03:11,386 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,402 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,415 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,430 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,445 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,460 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,475 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,491 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,504 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,520 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,534 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,549 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,562 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,576 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,591 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,606 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,619 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,634 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,649 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,661 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,675 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,690 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 12:03:11,702 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 12:03:11,716 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:11,728 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,742 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,757 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,771 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,786 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,801 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,816 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,829 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,842 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,857 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,870 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,883 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,898 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:11,913 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,928 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,944 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,956 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,969 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,985 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:11,999 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,012 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,026 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,039 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,054 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,067 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,083 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,097 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,111 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,120 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,137 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,153 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,167 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,181 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,196 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,211 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,224 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,239 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,254 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,269 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,284 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,299 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,315 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,331 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,344 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,359 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,374 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,388 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 12:03:12,400 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,414 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:12,428 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,443 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:12,449 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:12,462 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:12,475 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,486 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,497 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,511 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,525 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,539 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,550 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,562 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,576 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,587 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,601 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:12,614 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,630 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:03:12,645 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,659 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,674 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,686 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,698 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,713 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,727 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,741 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:12,756 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,768 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,778 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,790 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,803 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,815 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,830 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,843 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,858 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:12,873 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,888 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,903 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,918 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,932 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:12,947 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:12,962 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:12,976 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:12,990 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,005 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,020 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,032 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,045 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,059 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,071 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,087 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,100 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:13,115 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,130 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,147 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,163 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,178 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,193 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,208 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,235 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,250 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,263 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,276 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,291 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,306 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,321 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,336 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,351 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,367 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,382 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,397 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,409 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,423 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,433 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,445 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,459 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,471 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,485 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,499 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,513 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,528 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,542 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,556 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,570 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,581 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,596 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,608 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,622 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,637 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,649 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,664 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,676 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:03:13,690 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,705 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,720 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:13,734 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:13,748 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:13,761 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:03:13,773 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,787 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 12:03:13,800 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,813 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,829 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,844 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,859 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,872 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:03:13,885 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,901 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:13,917 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:13,932 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:13,946 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:13,959 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:13,974 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:13,989 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,004 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,020 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 12:03:14,048 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:14,062 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:14,076 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:03:14,091 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,105 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,118 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:14,134 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,146 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:14,161 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:14,176 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 12:03:14,192 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,204 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 12:03:14,218 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:14,233 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-25 12:03:14,261 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:14,276 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,291 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,305 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:14,320 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,335 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,350 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,363 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 12:03:14,393 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 12:03:14,406 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:14,421 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 12:03:14,433 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 12:03:14,442 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 12:03:14,499 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,513 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,526 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,538 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,553 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,567 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,582 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 12:03:14,598 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-25 12:03:14,673 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-25 12:03:14,703 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 12:03:14,715 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 12:03:14,728 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 12:03:14,743 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-25 12:03:14,816 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 12:03:14,830 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 12:03:14,843 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 12:03:14,857 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-25 12:03:15,258 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 12:03:15,272 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 12:03:15,285 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-25 12:03:15,407 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-25 12:03:15,543 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-25 12:03:15,686 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-25 12:03:15,955 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-25 12:03:16,612 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:16,629 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:16,642 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 12:03:16,671 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 12:03:16,684 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 12:03:16,768 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 12:03:16,795 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 12:03:16,808 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 12:03:16,986 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 12:03:17,174 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 12:03:17,199 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 12:03:17,231 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 12:03:17,272 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 12:03:17,287 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 12:03:17,301 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 12:03:17,359 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 12:03:17,457 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 12:03:19,275 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,289 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,304 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,318 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,330 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,344 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,358 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:03:19,372 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:19,387 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:19,400 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:19,413 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:03:19,426 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 12:03:19,442 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 12:03:35,768 semantic_segmentation INFO: Iters: 53610/150000 || Lr: 0.013433 || Task Loss: 0.5376 || KD Loss: 0.1366|| 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, 1:17:20 || Estimated Time: 1 day, 21:28:08
2023-07-25 12:03:52,167 semantic_segmentation INFO: Iters: 53620/150000 || Lr: 0.013432 || Task Loss: 0.3703 || KD Loss: 0.0700|| 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, 1:17:36 || Estimated Time: 1 day, 21:27:50
2023-07-25 12:04:08,642 semantic_segmentation INFO: Iters: 53630/150000 || Lr: 0.013431 || Task Loss: 0.3645 || KD Loss: 0.0712|| 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, 1:17:53 || Estimated Time: 1 day, 21:27:32
2023-07-25 12:04:25,034 semantic_segmentation INFO: Iters: 53640/150000 || Lr: 0.013429 || Task Loss: 0.3651 || KD Loss: 0.0720|| 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, 1:18:09 || Estimated Time: 1 day, 21:27:14
2023-07-25 12:04:41,429 semantic_segmentation INFO: Iters: 53650/150000 || Lr: 0.013428 || Task Loss: 0.4824 || KD Loss: 0.1461|| 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, 1:18:25 || Estimated Time: 1 day, 21:26:56
2023-07-25 12:04:57,994 semantic_segmentation INFO: Iters: 53660/150000 || Lr: 0.013427 || Task Loss: 0.5203 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:42 || Estimated Time: 1 day, 21:26:38
2023-07-25 12:05:14,557 semantic_segmentation INFO: Iters: 53670/150000 || Lr: 0.013426 || Task Loss: 0.5235 || KD Loss: 0.1230|| 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, 1:18:59 || Estimated Time: 1 day, 21:26:20
2023-07-25 12:05:30,962 semantic_segmentation INFO: Iters: 53680/150000 || Lr: 0.013424 || Task Loss: 0.3430 || KD Loss: 0.0643|| 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, 1:19:15 || Estimated Time: 1 day, 21:26:02
2023-07-25 12:05:47,355 semantic_segmentation INFO: Iters: 53690/150000 || Lr: 0.013423 || Task Loss: 0.3702 || KD Loss: 0.0864|| 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, 1:19:31 || Estimated Time: 1 day, 21:25:44
2023-07-25 12:06:03,716 semantic_segmentation INFO: Iters: 53700/150000 || Lr: 0.013422 || Task Loss: 0.5225 || KD Loss: 0.1122|| 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, 1:19:48 || Estimated Time: 1 day, 21:25:26
2023-07-25 12:06:20,107 semantic_segmentation INFO: Iters: 53710/150000 || Lr: 0.013421 || Task Loss: 0.2985 || KD Loss: 0.0547|| 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, 1:20:04 || Estimated Time: 1 day, 21:25:08
2023-07-25 12:06:36,460 semantic_segmentation INFO: Iters: 53720/150000 || Lr: 0.013419 || Task Loss: 0.4508 || KD Loss: 0.0793|| 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, 1:20:20 || Estimated Time: 1 day, 21:24:50
2023-07-25 12:06:52,916 semantic_segmentation INFO: Iters: 53730/150000 || Lr: 0.013418 || Task Loss: 0.4588 || KD Loss: 0.0762|| 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, 1:20:37 || Estimated Time: 1 day, 21:24:32
2023-07-25 12:07:09,274 semantic_segmentation INFO: Iters: 53740/150000 || Lr: 0.013417 || Task Loss: 0.3051 || KD Loss: 0.0536|| 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, 1:20:53 || Estimated Time: 1 day, 21:24:14
2023-07-25 12:07:25,625 semantic_segmentation INFO: Iters: 53750/150000 || Lr: 0.013416 || Task Loss: 0.7172 || KD Loss: 0.2058|| 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, 1:21:10 || Estimated Time: 1 day, 21:23:56
2023-07-25 12:07:42,044 semantic_segmentation INFO: Iters: 53760/150000 || Lr: 0.013414 || Task Loss: 0.3539 || KD Loss: 0.0613|| 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, 1:21:26 || Estimated Time: 1 day, 21:23:38
2023-07-25 12:07:58,426 semantic_segmentation INFO: Iters: 53770/150000 || Lr: 0.013413 || Task Loss: 0.4094 || KD Loss: 0.0963|| 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, 1:21:42 || Estimated Time: 1 day, 21:23:20
2023-07-25 12:08:14,778 semantic_segmentation INFO: Iters: 53780/150000 || Lr: 0.013412 || Task Loss: 0.3167 || KD Loss: 0.0604|| 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, 1:21:59 || Estimated Time: 1 day, 21:23:02
2023-07-25 12:08:31,168 semantic_segmentation INFO: Iters: 53790/150000 || Lr: 0.013411 || Task Loss: 0.4312 || KD Loss: 0.0742|| 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, 1:22:15 || Estimated Time: 1 day, 21:22:44
2023-07-25 12:08:47,578 semantic_segmentation INFO: Iters: 53800/150000 || Lr: 0.013409 || Task Loss: 0.5926 || KD Loss: 0.2121|| 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, 1:22:32 || Estimated Time: 1 day, 21:22:26
2023-07-25 12:09:03,890 semantic_segmentation INFO: Iters: 53810/150000 || Lr: 0.013408 || Task Loss: 0.5552 || KD Loss: 0.1826|| 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, 1:22:48 || Estimated Time: 1 day, 21:22:07
2023-07-25 12:09:20,305 semantic_segmentation INFO: Iters: 53820/150000 || Lr: 0.013407 || Task Loss: 0.4362 || KD Loss: 0.0765|| 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: 1 day, 1:23:04 || Estimated Time: 1 day, 21:21:49
2023-07-25 12:09:36,713 semantic_segmentation INFO: Iters: 53830/150000 || Lr: 0.013406 || Task Loss: 0.4323 || KD Loss: 0.0775|| 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, 1:23:21 || Estimated Time: 1 day, 21:21:31
2023-07-25 12:09:53,094 semantic_segmentation INFO: Iters: 53840/150000 || Lr: 0.013404 || Task Loss: 0.3690 || KD Loss: 0.0776|| 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, 1:23:37 || Estimated Time: 1 day, 21:21:13
2023-07-25 12:10:09,459 semantic_segmentation INFO: Iters: 53850/150000 || Lr: 0.013403 || Task Loss: 0.4002 || KD Loss: 0.0832|| 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, 1:23:53 || Estimated Time: 1 day, 21:20:55
2023-07-25 12:10:25,853 semantic_segmentation INFO: Iters: 53860/150000 || Lr: 0.013402 || Task Loss: 0.5670 || KD Loss: 0.1670|| 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, 1:24:10 || Estimated Time: 1 day, 21:20:37
2023-07-25 12:10:42,254 semantic_segmentation INFO: Iters: 53870/150000 || Lr: 0.013401 || Task Loss: 0.6486 || KD Loss: 0.2388|| 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, 1:24:26 || Estimated Time: 1 day, 21:20:19
2023-07-25 12:10:58,646 semantic_segmentation INFO: Iters: 53880/150000 || Lr: 0.013399 || Task Loss: 0.3696 || KD Loss: 0.0949|| 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, 1:24:43 || Estimated Time: 1 day, 21:20:01
2023-07-25 12:11:14,972 semantic_segmentation INFO: Iters: 53890/150000 || Lr: 0.013398 || Task Loss: 0.5620 || KD Loss: 0.2076|| 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, 1:24:59 || Estimated Time: 1 day, 21:19:43
2023-07-25 12:11:31,396 semantic_segmentation INFO: Iters: 53900/150000 || Lr: 0.013397 || Task Loss: 0.5668 || KD Loss: 0.1178|| 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, 1:25:15 || Estimated Time: 1 day, 21:19:25
2023-07-25 12:11:47,787 semantic_segmentation INFO: Iters: 53910/150000 || Lr: 0.013396 || Task Loss: 0.6701 || KD Loss: 0.2190|| 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, 1:25:32 || Estimated Time: 1 day, 21:19:07
2023-07-25 12:12:04,177 semantic_segmentation INFO: Iters: 53920/150000 || Lr: 0.013394 || Task Loss: 0.6305 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:48 || Estimated Time: 1 day, 21:18:49
2023-07-25 12:12:20,554 semantic_segmentation INFO: Iters: 53930/150000 || Lr: 0.013393 || Task Loss: 0.4196 || KD Loss: 0.0960|| 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, 1:26:05 || Estimated Time: 1 day, 21:18:31
2023-07-25 12:12:36,935 semantic_segmentation INFO: Iters: 53940/150000 || Lr: 0.013392 || Task Loss: 0.5260 || KD Loss: 0.0841|| 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, 1:26:21 || Estimated Time: 1 day, 21:18:13
2023-07-25 12:12:53,359 semantic_segmentation INFO: Iters: 53950/150000 || Lr: 0.013391 || Task Loss: 0.7682 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:17:55
2023-07-25 12:13:09,793 semantic_segmentation INFO: Iters: 53960/150000 || Lr: 0.013389 || Task Loss: 0.3614 || KD Loss: 0.0813|| 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, 1:26:54 || Estimated Time: 1 day, 21:17:37
2023-07-25 12:13:26,230 semantic_segmentation INFO: Iters: 53970/150000 || Lr: 0.013388 || Task Loss: 0.5057 || KD Loss: 0.1389|| 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, 1:27:10 || Estimated Time: 1 day, 21:17:19
2023-07-25 12:13:42,679 semantic_segmentation INFO: Iters: 53980/150000 || Lr: 0.013387 || Task Loss: 0.5382 || KD Loss: 0.0972|| 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: 1 day, 1:27:27 || Estimated Time: 1 day, 21:17:01
2023-07-25 12:13:59,032 semantic_segmentation INFO: Iters: 53990/150000 || Lr: 0.013386 || Task Loss: 0.4600 || KD Loss: 0.0861|| 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 day, 1:27:43 || Estimated Time: 1 day, 21:16:43
2023-07-25 12:14:15,406 semantic_segmentation INFO: Iters: 54000/150000 || Lr: 0.013384 || Task Loss: 0.6087 || KD Loss: 0.1564|| 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, 1:27:59 || Estimated Time: 1 day, 21:16:25
2023-07-25 12:14:32,224 semantic_segmentation INFO: Iters: 54010/150000 || Lr: 0.013383 || Task Loss: 0.8907 || KD Loss: 0.3322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:16 || Estimated Time: 1 day, 21:16:08
2023-07-25 12:14:48,610 semantic_segmentation INFO: Iters: 54020/150000 || Lr: 0.013382 || Task Loss: 0.3491 || KD Loss: 0.0602|| 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, 1:28:33 || Estimated Time: 1 day, 21:15:50
2023-07-25 12:15:04,983 semantic_segmentation INFO: Iters: 54030/150000 || Lr: 0.013381 || Task Loss: 0.4762 || KD Loss: 0.1022|| 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, 1:28:49 || Estimated Time: 1 day, 21:15:32
2023-07-25 12:15:21,372 semantic_segmentation INFO: Iters: 54040/150000 || Lr: 0.013379 || Task Loss: 0.5834 || KD Loss: 0.2900|| 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, 1:29:05 || Estimated Time: 1 day, 21:15:14
2023-07-25 12:15:37,760 semantic_segmentation INFO: Iters: 54050/150000 || Lr: 0.013378 || Task Loss: 0.6616 || KD Loss: 0.2078|| 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, 1:29:22 || Estimated Time: 1 day, 21:14:56
2023-07-25 12:15:54,137 semantic_segmentation INFO: Iters: 54060/150000 || Lr: 0.013377 || Task Loss: 0.5468 || KD Loss: 0.1831|| 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: 1 day, 1:29:38 || Estimated Time: 1 day, 21:14:38
2023-07-25 12:16:10,513 semantic_segmentation INFO: Iters: 54070/150000 || Lr: 0.013376 || Task Loss: 0.5352 || KD Loss: 0.1292|| 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, 1:29:54 || Estimated Time: 1 day, 21:14:20
2023-07-25 12:16:26,912 semantic_segmentation INFO: Iters: 54080/150000 || Lr: 0.013374 || Task Loss: 0.4012 || KD Loss: 0.0516|| 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, 1:30:11 || Estimated Time: 1 day, 21:14:02
2023-07-25 12:16:43,292 semantic_segmentation INFO: Iters: 54090/150000 || Lr: 0.013373 || Task Loss: 0.6832 || KD Loss: 0.2204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2543|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:30:27 || Estimated Time: 1 day, 21:13:44
2023-07-25 12:16:59,703 semantic_segmentation INFO: Iters: 54100/150000 || Lr: 0.013372 || Task Loss: 0.4707 || KD Loss: 0.1273|| 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, 1:30:44 || Estimated Time: 1 day, 21:13:26
2023-07-25 12:17:16,065 semantic_segmentation INFO: Iters: 54110/150000 || Lr: 0.013371 || Task Loss: 0.4692 || KD Loss: 0.0925|| 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, 1:31:00 || Estimated Time: 1 day, 21:13:08
2023-07-25 12:17:32,436 semantic_segmentation INFO: Iters: 54120/150000 || Lr: 0.013369 || Task Loss: 0.3777 || KD Loss: 0.0913|| 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, 1:31:16 || Estimated Time: 1 day, 21:12:49
2023-07-25 12:17:48,849 semantic_segmentation INFO: Iters: 54130/150000 || Lr: 0.013368 || Task Loss: 0.4639 || KD Loss: 0.1151|| 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, 1:31:33 || Estimated Time: 1 day, 21:12:31
2023-07-25 12:18:05,208 semantic_segmentation INFO: Iters: 54140/150000 || Lr: 0.013367 || Task Loss: 0.5188 || KD Loss: 0.1411|| 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, 1:31:49 || Estimated Time: 1 day, 21:12:13
2023-07-25 12:18:21,596 semantic_segmentation INFO: Iters: 54150/150000 || Lr: 0.013365 || Task Loss: 0.3716 || KD Loss: 0.1033|| 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, 1:32:06 || Estimated Time: 1 day, 21:11:55
2023-07-25 12:18:37,964 semantic_segmentation INFO: Iters: 54160/150000 || Lr: 0.013364 || Task Loss: 0.3817 || KD Loss: 0.0922|| 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, 1:32:22 || Estimated Time: 1 day, 21:11:37
2023-07-25 12:18:54,366 semantic_segmentation INFO: Iters: 54170/150000 || Lr: 0.013363 || Task Loss: 0.3440 || KD Loss: 0.0591|| 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, 1:32:38 || Estimated Time: 1 day, 21:11:19
2023-07-25 12:19:10,697 semantic_segmentation INFO: Iters: 54180/150000 || Lr: 0.013362 || Task Loss: 0.6822 || KD Loss: 0.1775|| 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, 1:32:55 || Estimated Time: 1 day, 21:11:01
2023-07-25 12:19:27,154 semantic_segmentation INFO: Iters: 54190/150000 || Lr: 0.013360 || Task Loss: 0.6794 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:33:11 || Estimated Time: 1 day, 21:10:43
2023-07-25 12:19:43,511 semantic_segmentation INFO: Iters: 54200/150000 || Lr: 0.013359 || Task Loss: 0.2556 || KD Loss: 0.0534|| 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, 1:33:27 || Estimated Time: 1 day, 21:10:25
2023-07-25 12:19:59,910 semantic_segmentation INFO: Iters: 54210/150000 || Lr: 0.013358 || Task Loss: 0.4124 || KD Loss: 0.0838|| 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, 1:33:44 || Estimated Time: 1 day, 21:10:07
2023-07-25 12:20:16,277 semantic_segmentation INFO: Iters: 54220/150000 || Lr: 0.013357 || Task Loss: 0.3862 || KD Loss: 0.0648|| 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, 1:34:00 || Estimated Time: 1 day, 21:09:49
2023-07-25 12:20:32,680 semantic_segmentation INFO: Iters: 54230/150000 || Lr: 0.013355 || Task Loss: 0.4396 || KD Loss: 0.0617|| 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, 1:34:17 || Estimated Time: 1 day, 21:09:31
2023-07-25 12:20:49,046 semantic_segmentation INFO: Iters: 54240/150000 || Lr: 0.013354 || Task Loss: 0.3675 || KD Loss: 0.1030|| 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, 1:34:33 || Estimated Time: 1 day, 21:09:13
2023-07-25 12:21:05,440 semantic_segmentation INFO: Iters: 54250/150000 || Lr: 0.013353 || Task Loss: 0.4844 || KD Loss: 0.0968|| 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, 1:34:49 || Estimated Time: 1 day, 21:08:55
2023-07-25 12:21:21,799 semantic_segmentation INFO: Iters: 54260/150000 || Lr: 0.013352 || Task Loss: 0.5682 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:06 || Estimated Time: 1 day, 21:08:37
2023-07-25 12:21:38,218 semantic_segmentation INFO: Iters: 54270/150000 || Lr: 0.013350 || Task Loss: 0.5015 || KD Loss: 0.1530|| 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, 1:35:22 || Estimated Time: 1 day, 21:08:19
2023-07-25 12:21:54,580 semantic_segmentation INFO: Iters: 54280/150000 || Lr: 0.013349 || Task Loss: 0.4728 || KD Loss: 0.1206|| 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, 1:35:39 || Estimated Time: 1 day, 21:08:01
2023-07-25 12:22:10,950 semantic_segmentation INFO: Iters: 54290/150000 || Lr: 0.013348 || Task Loss: 0.3860 || KD Loss: 0.1085|| 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, 1:35:55 || Estimated Time: 1 day, 21:07:43
2023-07-25 12:22:27,368 semantic_segmentation INFO: Iters: 54300/150000 || Lr: 0.013347 || Task Loss: 0.5343 || KD Loss: 0.1362|| 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, 1:36:11 || Estimated Time: 1 day, 21:07:25
2023-07-25 12:22:43,730 semantic_segmentation INFO: Iters: 54310/150000 || Lr: 0.013345 || Task Loss: 0.5402 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:36:28 || Estimated Time: 1 day, 21:07:07
2023-07-25 12:23:00,102 semantic_segmentation INFO: Iters: 54320/150000 || Lr: 0.013344 || Task Loss: 0.4969 || KD Loss: 0.0583|| 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, 1:36:44 || Estimated Time: 1 day, 21:06:49
2023-07-25 12:23:16,501 semantic_segmentation INFO: Iters: 54330/150000 || Lr: 0.013343 || Task Loss: 0.4008 || KD Loss: 0.0866|| 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: 1 day, 1:37:00 || Estimated Time: 1 day, 21:06:31
2023-07-25 12:23:32,874 semantic_segmentation INFO: Iters: 54340/150000 || Lr: 0.013342 || Task Loss: 0.5080 || KD Loss: 0.0988|| 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, 1:37:17 || Estimated Time: 1 day, 21:06:13
2023-07-25 12:23:49,243 semantic_segmentation INFO: Iters: 54350/150000 || Lr: 0.013340 || Task Loss: 0.4653 || KD Loss: 0.1222|| 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, 1:37:33 || Estimated Time: 1 day, 21:05:55
2023-07-25 12:24:05,609 semantic_segmentation INFO: Iters: 54360/150000 || Lr: 0.013339 || Task Loss: 0.2945 || KD Loss: 0.0476|| 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, 1:37:50 || Estimated Time: 1 day, 21:05:37
2023-07-25 12:24:22,055 semantic_segmentation INFO: Iters: 54370/150000 || Lr: 0.013338 || Task Loss: 0.5139 || KD Loss: 0.0537|| 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, 1:38:06 || Estimated Time: 1 day, 21:05:19
2023-07-25 12:24:39,662 semantic_segmentation INFO: Iters: 54380/150000 || Lr: 0.013337 || Task Loss: 0.4235 || KD Loss: 0.1000|| 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, 1:38:24 || Estimated Time: 1 day, 21:05:03
2023-07-25 12:24:58,425 semantic_segmentation INFO: Iters: 54390/150000 || Lr: 0.013335 || Task Loss: 0.2720 || KD Loss: 0.0600|| 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, 1:38:42 || Estimated Time: 1 day, 21:04:49
2023-07-25 12:25:14,773 semantic_segmentation INFO: Iters: 54400/150000 || Lr: 0.013334 || Task Loss: 0.4450 || KD Loss: 0.0855|| 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, 1:38:59 || Estimated Time: 1 day, 21:04:31
2023-07-25 12:25:14,887 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:25:15,338 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-25 12:25:15,375 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.136
2023-07-25 12:25:15,387 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.169
2023-07-25 12:25:15,401 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.169
2023-07-25 12:25:15,414 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.243
2023-07-25 12:25:15,425 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.289
2023-07-25 12:25:15,439 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.334
2023-07-25 12:25:15,453 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.338
2023-07-25 12:25:15,464 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.361
2023-07-25 12:25:15,478 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.402
2023-07-25 12:25:15,492 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.453
2023-07-25 12:25:15,506 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.480
2023-07-25 12:25:15,518 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.493
2023-07-25 12:25:15,531 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.476
2023-07-25 12:25:15,545 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.469
2023-07-25 12:25:15,559 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.461
2023-07-25 12:25:15,569 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.453
2023-07-25 12:25:15,581 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.454
2023-07-25 12:25:15,595 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.451
2023-07-25 12:25:15,705 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.498
2023-07-25 12:25:15,718 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.498
2023-07-25 12:25:15,732 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.500
2023-07-25 12:25:15,746 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.536
2023-07-25 12:25:15,761 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.547
2023-07-25 12:25:15,776 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.549
2023-07-25 12:25:15,789 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.554
2023-07-25 12:25:15,803 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.556
2023-07-25 12:25:15,814 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.557
2023-07-25 12:25:15,829 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.545
2023-07-25 12:25:15,843 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.545
2023-07-25 12:25:15,856 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.545
2023-07-25 12:25:15,870 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.545
2023-07-25 12:25:15,884 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.550
2023-07-25 12:25:15,898 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.546
2023-07-25 12:25:15,912 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-25 12:25:15,926 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.573
2023-07-25 12:25:15,938 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.572
2023-07-25 12:25:15,950 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-25 12:25:15,965 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.618
2023-07-25 12:25:15,977 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.618
2023-07-25 12:25:15,989 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-25 12:25:16,003 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-25 12:25:16,016 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-25 12:25:16,029 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-25 12:25:16,043 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-25 12:25:16,057 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.653
2023-07-25 12:25:16,069 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-25 12:25:16,080 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-25 12:25:16,094 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-25 12:25:16,109 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-25 12:25:16,123 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-25 12:25:16,137 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.647
2023-07-25 12:25:16,149 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-25 12:25:16,164 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-25 12:25:16,178 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.648
2023-07-25 12:25:16,190 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.646
2023-07-25 12:25:16,204 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-25 12:25:16,220 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.641
2023-07-25 12:25:16,233 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.642
2023-07-25 12:25:16,247 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-25 12:25:16,259 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-25 12:25:16,273 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-25 12:25:16,285 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-25 12:25:16,301 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-25 12:25:16,314 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-25 12:25:16,328 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-25 12:25:16,343 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-25 12:25:16,355 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-25 12:25:16,370 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-25 12:25:16,383 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-25 12:25:16,398 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.735
2023-07-25 12:25:16,411 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.734
2023-07-25 12:25:16,425 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.732
2023-07-25 12:25:16,439 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.732
2023-07-25 12:25:16,453 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.735
2023-07-25 12:25:16,467 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-25 12:25:16,482 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.731
2023-07-25 12:25:16,491 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.729
2023-07-25 12:25:16,505 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.730
2023-07-25 12:25:16,521 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.731
2023-07-25 12:25:16,533 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.733
2023-07-25 12:25:16,548 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.734
2023-07-25 12:25:16,563 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.730
2023-07-25 12:25:16,579 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.713
2023-07-25 12:25:16,594 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.711
2023-07-25 12:25:16,609 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.713
2023-07-25 12:25:16,624 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.709
2023-07-25 12:25:16,639 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.711
2023-07-25 12:25:16,654 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.717
2023-07-25 12:25:16,667 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.717
2023-07-25 12:25:16,682 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.715
2023-07-25 12:25:16,697 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.715
2023-07-25 12:25:16,712 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.716
2023-07-25 12:25:16,727 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.721
2023-07-25 12:25:16,741 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.719
2023-07-25 12:25:16,756 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.719
2023-07-25 12:25:16,769 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.719
2023-07-25 12:25:16,782 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.721
2023-07-25 12:25:16,797 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.720
2023-07-25 12:25:16,809 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.721
2023-07-25 12:25:16,824 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.720
2023-07-25 12:25:16,838 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.719
2023-07-25 12:25:16,851 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.719
2023-07-25 12:25:16,865 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.718
2023-07-25 12:25:16,879 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.712
2023-07-25 12:25:16,892 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-25 12:25:16,906 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-25 12:25:16,921 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-25 12:25:16,934 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.716
2023-07-25 12:25:16,946 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.714
2023-07-25 12:25:16,959 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.716
2023-07-25 12:25:16,971 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-25 12:25:16,986 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-25 12:25:17,001 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-25 12:25:17,015 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-25 12:25:17,028 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-25 12:25:17,041 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-25 12:25:17,055 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-25 12:25:17,068 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-25 12:25:17,082 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-25 12:25:17,096 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-25 12:25:17,109 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-25 12:25:17,122 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 12:25:17,137 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 12:25:17,152 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 12:25:17,160 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 12:25:17,171 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 12:25:17,186 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:25:17,195 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:25:17,208 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 12:25:17,223 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 12:25:17,238 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 12:25:17,251 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 12:25:17,266 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 12:25:17,279 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 12:25:17,292 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 12:25:17,306 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:25:17,319 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 12:25:17,335 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 12:25:17,348 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 12:25:17,363 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 12:25:17,378 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 12:25:17,393 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 12:25:17,408 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 12:25:17,422 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 12:25:17,436 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 12:25:17,450 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 12:25:17,464 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 12:25:17,473 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 12:25:17,488 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 12:25:17,502 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 12:25:17,514 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 12:25:17,528 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 12:25:17,540 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 12:25:17,553 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 12:25:17,568 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 12:25:17,583 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 12:25:17,598 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 12:25:17,613 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 12:25:17,628 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 12:25:17,642 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 12:25:17,657 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 12:25:17,669 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 12:25:17,684 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 12:25:17,696 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 12:25:17,710 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:25:17,722 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:25:17,736 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:25:17,750 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:17,765 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 12:25:17,780 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 12:25:17,793 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 12:25:17,822 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 12:25:17,838 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:17,853 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:17,865 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:17,877 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 12:25:17,959 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 12:25:18,126 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.920, mIoU: 0.644
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2023-07-25 12:25:18,150 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-25 12:25:18,182 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 12:25:18,197 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 12:25:18,212 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 12:25:18,227 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.917, mIoU: 0.640
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2023-07-25 12:25:20,970 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.914, mIoU: 0.629
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2023-07-25 12:25:20,999 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,013 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,027 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,041 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 12:25:21,056 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,068 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,082 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,096 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-25 12:25:21,111 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.916, mIoU: 0.628
2023-07-25 12:25:21,124 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,138 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 12:25:21,151 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 12:25:21,164 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 12:25:21,176 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 12:25:21,191 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 12:25:21,205 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,220 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 12:25:21,235 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 12:25:21,248 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 12:25:21,263 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.916, mIoU: 0.629
2023-07-25 12:25:21,278 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 12:25:21,293 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,306 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 12:25:21,320 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 12:25:21,332 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 12:25:21,348 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 12:25:21,360 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 12:25:21,374 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 12:25:21,388 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 12:25:21,400 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 12:25:21,414 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 12:25:21,428 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 12:25:21,440 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,454 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,468 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,481 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,495 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,509 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 12:25:21,523 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,537 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,551 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 12:25:21,565 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,578 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,592 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,604 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,617 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,633 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,648 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,662 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,676 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,688 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,702 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,715 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,726 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,740 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,754 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,770 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 12:25:21,785 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,800 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 12:25:21,816 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 12:25:21,831 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 12:25:21,840 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 12:25:21,850 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 12:25:21,863 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,876 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,892 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,904 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 12:25:21,918 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 12:25:21,933 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 12:25:21,947 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 12:25:21,961 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 12:25:21,975 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 12:25:21,988 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 12:25:22,002 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 12:25:22,016 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 12:25:22,029 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 12:25:22,043 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 12:25:22,054 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 12:25:22,069 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 12:25:22,082 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 12:25:22,096 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 12:25:22,110 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 12:25:22,125 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 12:25:22,135 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 12:25:22,148 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,162 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 12:25:22,176 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 12:25:22,189 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,201 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,214 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,229 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,244 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,258 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 12:25:22,267 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 12:25:22,281 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 12:25:22,296 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 12:25:22,308 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 12:25:22,323 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 12:25:22,338 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 12:25:22,351 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 12:25:22,367 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 12:25:22,379 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 12:25:22,394 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 12:25:22,410 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 12:25:22,425 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 12:25:22,440 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 12:25:22,453 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 12:25:22,465 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 12:25:22,479 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 12:25:22,494 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,507 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,521 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,536 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 12:25:22,552 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 12:25:22,566 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,579 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,592 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,607 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,621 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 12:25:22,637 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,653 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,666 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 12:25:22,680 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,695 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 12:25:22,707 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 12:25:22,722 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 12:25:22,733 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 12:25:22,748 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 12:25:22,760 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 12:25:22,772 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 12:25:22,784 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 12:25:22,798 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 12:25:22,813 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 12:25:22,827 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 12:25:22,843 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 12:25:22,851 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 12:25:22,866 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 12:25:22,881 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:22,895 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:22,910 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:22,924 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:22,937 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:22,950 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:22,964 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:22,979 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:22,994 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:23,006 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:23,019 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:23,034 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:23,048 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:23,063 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:23,075 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:23,090 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 12:25:23,105 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 12:25:23,120 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:23,133 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:23,148 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:23,162 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 12:25:23,233 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 12:25:23,290 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 12:25:23,300 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:23,314 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 12:25:23,623 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 12:25:23,693 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:23,707 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:23,721 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,735 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,746 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,760 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,775 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,790 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,804 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,819 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,834 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,850 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 12:25:23,865 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 12:25:23,881 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 12:25:23,896 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 12:25:23,911 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 12:25:23,926 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 12:25:23,940 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 12:25:23,953 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 12:25:23,968 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:23,982 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:23,996 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,008 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,023 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,035 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,049 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,063 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,077 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,091 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,105 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 12:25:24,119 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,132 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,145 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,158 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,172 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,189 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,203 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,217 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,227 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,239 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 12:25:24,254 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,266 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,280 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,292 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 12:25:24,304 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,318 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,333 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 12:25:24,348 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,363 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,376 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,389 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,402 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,416 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,431 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,446 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,460 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,475 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,489 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,502 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,516 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 12:25:24,531 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,543 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,556 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,569 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,585 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,599 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 12:25:24,612 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,627 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,642 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,657 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,671 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 12:25:24,684 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 12:25:24,691 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 12:25:24,706 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 12:25:24,721 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 12:25:24,736 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 12:25:24,751 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 12:25:24,766 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,781 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,796 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,810 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,822 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,837 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,851 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,866 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 12:25:24,880 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:24,892 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:24,905 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:24,917 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:24,930 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:24,943 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:24,956 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:24,968 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:24,982 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:24,997 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:25,009 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:25,022 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,035 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,046 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,061 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,076 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,090 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,104 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,119 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,133 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,146 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,160 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,175 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,192 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,207 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,221 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,237 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,249 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,262 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,274 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:25,289 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:25,305 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:25,317 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,330 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,345 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,359 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,374 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,388 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,403 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,415 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:25,430 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,443 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 12:25:25,457 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,471 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,485 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,501 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,514 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,529 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,544 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,556 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,569 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,584 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,599 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,613 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 12:25:25,628 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 12:25:25,639 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,652 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,666 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,679 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:25,695 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:25,711 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:25,724 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:25,739 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:25,752 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:25,766 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:25,781 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,793 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,806 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,820 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,835 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,848 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:25,863 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 12:25:25,878 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 12:25:25,891 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 12:25:25,904 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 12:25:25,918 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,933 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,949 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,961 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,975 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:25,988 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,002 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,015 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,027 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,042 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,057 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,069 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,084 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,099 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,115 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,130 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,142 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,154 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,169 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,181 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,194 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,207 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,222 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,234 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,247 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,261 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,276 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,291 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,306 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,319 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,331 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,347 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,362 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,376 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,391 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,403 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,416 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,427 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,442 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,457 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,471 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,484 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:26,495 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,508 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,522 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,537 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,549 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,564 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,576 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,591 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,604 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,618 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:26,631 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,646 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,660 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:26,673 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,689 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,705 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:26,719 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,734 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,748 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,762 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:26,777 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,790 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,805 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,819 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,832 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,845 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,858 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,874 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,887 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,903 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,917 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,928 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,942 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,957 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,972 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:26,984 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:26,999 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,013 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,026 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,039 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,054 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,069 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,082 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,093 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,110 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,125 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:27,140 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:27,152 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:27,167 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:27,182 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,197 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,211 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,224 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,239 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,251 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,266 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,279 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,292 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,306 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,319 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:27,333 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,348 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,362 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,376 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,390 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,404 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,417 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,432 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,446 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,461 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,476 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,486 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,499 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,512 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,527 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,541 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,556 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,569 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,583 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,598 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,611 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,627 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,642 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,655 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,670 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,685 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,701 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,715 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,730 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:27,744 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,760 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,773 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,787 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,802 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,815 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,829 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,845 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,858 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,872 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,888 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:27,902 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:27,916 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:27,931 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:27,945 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:27,960 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:27,974 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:27,986 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:27,999 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,013 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,026 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,038 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,053 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,067 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,082 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,097 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,110 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,123 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,138 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,153 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,166 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,180 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,193 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,208 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,222 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,238 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,253 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,267 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,276 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,292 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,307 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,320 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,334 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,349 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,364 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,377 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,391 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,406 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,421 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,436 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,450 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,466 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,481 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,494 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,508 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,523 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,536 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,549 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 12:25:28,563 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,578 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,592 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,600 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,612 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,625 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,637 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 12:25:28,648 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,662 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,676 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,691 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 12:25:28,705 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,719 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 12:25:28,734 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:28,745 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:28,760 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:28,773 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,788 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,803 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,818 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,833 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,846 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,859 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,874 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,889 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:28,903 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,918 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,931 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,942 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,953 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,966 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,977 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:28,992 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,004 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,018 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,033 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,048 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,061 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,076 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,090 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,105 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,120 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,134 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,148 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,163 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,178 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,190 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,203 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,218 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,230 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 12:25:29,246 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 12:25:29,259 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 12:25:29,273 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 12:25:29,288 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,305 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,321 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,334 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,350 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,365 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,380 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,395 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,407 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:25:29,420 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:25:29,435 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:25:29,450 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:25:29,464 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 12:25:29,479 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 12:25:29,494 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 12:25:29,509 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 12:25:29,523 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,538 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,550 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,565 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,575 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,587 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,602 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,613 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,628 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,642 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 12:25:29,656 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,671 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,686 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,701 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 12:25:29,716 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,730 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,747 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,760 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,775 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,789 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,802 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,818 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,833 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,850 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,867 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,883 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,897 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,911 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,924 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,936 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,951 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:29,963 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,976 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:29,990 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,005 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,019 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,031 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,043 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,058 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,073 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,087 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,100 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,112 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,127 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,141 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,156 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 12:25:30,171 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,185 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,201 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,215 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,229 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,244 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,258 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 12:25:30,272 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,287 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,299 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,314 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,329 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,344 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,357 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 12:25:30,371 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,386 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,402 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,414 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,429 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,444 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,458 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,473 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,487 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,502 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,515 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,530 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,546 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,559 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,574 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,587 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,596 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,611 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,626 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,639 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:25:30,655 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:30,671 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:30,684 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:30,697 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:30,711 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:30,726 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,742 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,760 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,774 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,790 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,804 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,817 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,831 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,846 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,860 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,872 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,885 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:30,899 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,914 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,928 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,943 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,955 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,970 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:25:30,983 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:30,996 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,010 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,025 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,040 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,054 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,067 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,081 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:25:31,096 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,110 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,124 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,137 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,152 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,165 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,178 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,190 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,205 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,219 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,234 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,248 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,258 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,271 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,286 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,301 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:25:31,314 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,328 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,343 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,359 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,372 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,386 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,401 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,415 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,430 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,442 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,456 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,471 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,486 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,501 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,516 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,529 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,544 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,557 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,569 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:31,583 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,597 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,611 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,625 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,636 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,648 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,663 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,677 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,690 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,702 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,716 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,732 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,744 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,755 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,771 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,786 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,801 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,815 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,828 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:31,842 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,855 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,868 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,882 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,897 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:31,911 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,926 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,941 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,955 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:31,968 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:31,983 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:31,996 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,010 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,025 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,040 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,053 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,067 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,078 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,093 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,108 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,122 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,135 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,150 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,166 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,181 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,192 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,206 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,220 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,231 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,246 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,260 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,275 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,288 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,300 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,314 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,328 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,342 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,355 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,370 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,383 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,396 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,411 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,425 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,440 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,454 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,470 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,483 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,498 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,512 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,527 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,541 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:32,554 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,566 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,582 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,596 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,610 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,623 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,635 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,649 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,664 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,677 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,689 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,703 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,717 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,732 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,745 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,760 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,778 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,791 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,805 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,820 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,833 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,847 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,862 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,876 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 12:25:32,891 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,906 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:32,920 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,934 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,948 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,963 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,978 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:32,992 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,006 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,020 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,034 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,047 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,059 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,073 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,087 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,100 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,114 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,128 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,142 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,156 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,170 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,184 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,199 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,211 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,224 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,237 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,249 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,262 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:33,277 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:33,292 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 12:25:33,304 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,317 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,332 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,343 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,356 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,371 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,386 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,401 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,415 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,428 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,442 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 12:25:33,456 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,469 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,484 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,499 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,513 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,526 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,540 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,555 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,569 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,583 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:33,596 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:33,610 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:33,625 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,639 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,654 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,667 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,682 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,697 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,711 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,726 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,740 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:33,755 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,770 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,781 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,796 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,808 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,820 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,836 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,850 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,864 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,875 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,888 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,900 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,914 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,927 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,941 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,955 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,968 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,982 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:33,996 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 12:25:34,009 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 12:25:34,023 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,038 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,050 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,065 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,076 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,091 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,106 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,120 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,134 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,146 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-25 12:25:34,174 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 12:25:34,188 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,201 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,214 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,226 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:34,241 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,256 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:25:34,270 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,283 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,298 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,314 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,329 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,344 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,359 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,367 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,381 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,394 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,407 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,421 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,436 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 12:25:34,450 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:34,465 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,480 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:34,494 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 12:25:34,509 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 12:25:34,522 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,536 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,552 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,566 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,581 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,595 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,611 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,624 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,638 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,652 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,667 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,680 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 12:25:34,692 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 12:25:34,706 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 12:25:34,720 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 12:25:34,735 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 12:25:34,749 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,763 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,777 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,793 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,807 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,821 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,833 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,848 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 12:25:34,862 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,877 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,891 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,903 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,918 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,932 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,947 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:34,961 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,975 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:34,990 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,004 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,016 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,031 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,044 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,058 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,073 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,087 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,102 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,117 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,130 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,140 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,154 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,168 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,183 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 12:25:35,197 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,212 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,226 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,237 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,246 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,262 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,276 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,290 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,302 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,316 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,330 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,343 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,357 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,371 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,384 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,397 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,409 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,423 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,438 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,453 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,465 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,480 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,495 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 12:25:35,509 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:35,525 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:35,538 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:35,551 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:35,566 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:35,583 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 12:25:51,955 semantic_segmentation INFO: Iters: 54410/150000 || Lr: 0.013333 || Task Loss: 0.3705 || KD Loss: 0.0692|| 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, 1:39:36 || Estimated Time: 1 day, 21:04:50
2023-07-25 12:26:08,361 semantic_segmentation INFO: Iters: 54420/150000 || Lr: 0.013332 || Task Loss: 0.5127 || KD Loss: 0.1093|| 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, 1:39:52 || Estimated Time: 1 day, 21:04:32
2023-07-25 12:26:24,729 semantic_segmentation INFO: Iters: 54430/150000 || Lr: 0.013330 || Task Loss: 0.5275 || KD Loss: 0.1511|| 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, 1:40:09 || Estimated Time: 1 day, 21:04:14
2023-07-25 12:26:41,129 semantic_segmentation INFO: Iters: 54440/150000 || Lr: 0.013329 || Task Loss: 0.4968 || KD Loss: 0.1169|| 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, 1:40:25 || Estimated Time: 1 day, 21:03:56
2023-07-25 12:26:57,555 semantic_segmentation INFO: Iters: 54450/150000 || Lr: 0.013328 || Task Loss: 0.4467 || KD Loss: 0.1134|| 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, 1:40:42 || Estimated Time: 1 day, 21:03:38
2023-07-25 12:27:14,112 semantic_segmentation INFO: Iters: 54460/150000 || Lr: 0.013327 || Task Loss: 0.3909 || KD Loss: 0.0748|| 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, 1:40:58 || Estimated Time: 1 day, 21:03:20
2023-07-25 12:27:30,475 semantic_segmentation INFO: Iters: 54470/150000 || Lr: 0.013325 || Task Loss: 0.4089 || KD Loss: 0.0749|| 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: 1 day, 1:41:14 || Estimated Time: 1 day, 21:03:02
2023-07-25 12:27:46,875 semantic_segmentation INFO: Iters: 54480/150000 || Lr: 0.013324 || Task Loss: 0.4704 || KD Loss: 0.1319|| 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, 1:41:31 || Estimated Time: 1 day, 21:02:44
2023-07-25 12:28:03,260 semantic_segmentation INFO: Iters: 54490/150000 || Lr: 0.013323 || Task Loss: 0.5658 || KD Loss: 0.1074|| 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, 1:41:47 || Estimated Time: 1 day, 21:02:26
2023-07-25 12:28:19,638 semantic_segmentation INFO: Iters: 54500/150000 || Lr: 0.013322 || Task Loss: 0.2765 || KD Loss: 0.0562|| 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, 1:42:04 || Estimated Time: 1 day, 21:02:08
2023-07-25 12:28:36,234 semantic_segmentation INFO: Iters: 54510/150000 || Lr: 0.013320 || Task Loss: 0.4664 || KD Loss: 0.1111|| 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, 1:42:20 || Estimated Time: 1 day, 21:01:50
2023-07-25 12:28:52,629 semantic_segmentation INFO: Iters: 54520/150000 || Lr: 0.013319 || Task Loss: 0.4776 || KD Loss: 0.0804|| 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, 1:42:37 || Estimated Time: 1 day, 21:01:32
2023-07-25 12:29:08,999 semantic_segmentation INFO: Iters: 54530/150000 || Lr: 0.013318 || Task Loss: 0.4842 || KD Loss: 0.1048|| 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, 1:42:53 || Estimated Time: 1 day, 21:01:14
2023-07-25 12:29:25,378 semantic_segmentation INFO: Iters: 54540/150000 || Lr: 0.013317 || Task Loss: 0.3946 || KD Loss: 0.0664|| 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, 1:43:09 || Estimated Time: 1 day, 21:00:56
2023-07-25 12:29:41,853 semantic_segmentation INFO: Iters: 54550/150000 || Lr: 0.013315 || Task Loss: 0.3489 || KD Loss: 0.0535|| 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, 1:43:26 || Estimated Time: 1 day, 21:00:38
2023-07-25 12:29:58,318 semantic_segmentation INFO: Iters: 54560/150000 || Lr: 0.013314 || Task Loss: 0.4283 || KD Loss: 0.0758|| 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, 1:43:42 || Estimated Time: 1 day, 21:00:21
2023-07-25 12:30:14,744 semantic_segmentation INFO: Iters: 54570/150000 || Lr: 0.013313 || Task Loss: 0.5380 || KD Loss: 0.1158|| 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, 1:43:59 || Estimated Time: 1 day, 21:00:03
2023-07-25 12:30:31,239 semantic_segmentation INFO: Iters: 54580/150000 || Lr: 0.013312 || Task Loss: 0.4729 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:15 || Estimated Time: 1 day, 20:59:45
2023-07-25 12:30:47,683 semantic_segmentation INFO: Iters: 54590/150000 || Lr: 0.013310 || Task Loss: 0.4468 || KD Loss: 0.1223|| 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, 1:44:32 || Estimated Time: 1 day, 20:59:27
2023-07-25 12:31:04,106 semantic_segmentation INFO: Iters: 54600/150000 || Lr: 0.013309 || Task Loss: 0.7777 || KD Loss: 0.2517|| 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, 1:44:48 || Estimated Time: 1 day, 20:59:09
2023-07-25 12:31:20,503 semantic_segmentation INFO: Iters: 54610/150000 || Lr: 0.013308 || Task Loss: 0.3355 || KD Loss: 0.0702|| 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, 1:45:04 || Estimated Time: 1 day, 20:58:51
2023-07-25 12:31:36,893 semantic_segmentation INFO: Iters: 54620/150000 || Lr: 0.013306 || Task Loss: 0.5894 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:58:33
2023-07-25 12:31:53,343 semantic_segmentation INFO: Iters: 54630/150000 || Lr: 0.013305 || Task Loss: 0.7959 || KD Loss: 0.2201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:45:37 || Estimated Time: 1 day, 20:58:15
2023-07-25 12:32:09,839 semantic_segmentation INFO: Iters: 54640/150000 || Lr: 0.013304 || Task Loss: 0.3727 || KD Loss: 0.0883|| 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, 1:45:54 || Estimated Time: 1 day, 20:57:57
2023-07-25 12:32:26,234 semantic_segmentation INFO: Iters: 54650/150000 || Lr: 0.013303 || Task Loss: 0.4099 || KD Loss: 0.0538|| 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, 1:46:10 || Estimated Time: 1 day, 20:57:39
2023-07-25 12:32:42,630 semantic_segmentation INFO: Iters: 54660/150000 || Lr: 0.013301 || Task Loss: 0.5243 || KD Loss: 0.1480|| 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, 1:46:27 || Estimated Time: 1 day, 20:57:21
2023-07-25 12:32:59,018 semantic_segmentation INFO: Iters: 54670/150000 || Lr: 0.013300 || Task Loss: 0.4415 || KD Loss: 0.0804|| 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, 1:46:43 || Estimated Time: 1 day, 20:57:03
2023-07-25 12:33:15,394 semantic_segmentation INFO: Iters: 54680/150000 || Lr: 0.013299 || Task Loss: 0.3194 || KD Loss: 0.0511|| 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, 1:46:59 || Estimated Time: 1 day, 20:56:45
2023-07-25 12:33:31,771 semantic_segmentation INFO: Iters: 54690/150000 || Lr: 0.013298 || Task Loss: 0.4104 || KD Loss: 0.0756|| 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, 1:47:16 || Estimated Time: 1 day, 20:56:27
2023-07-25 12:33:48,117 semantic_segmentation INFO: Iters: 54700/150000 || Lr: 0.013296 || Task Loss: 0.3965 || KD Loss: 0.1018|| 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, 1:47:32 || Estimated Time: 1 day, 20:56:09
2023-07-25 12:34:04,550 semantic_segmentation INFO: Iters: 54710/150000 || Lr: 0.013295 || Task Loss: 0.4466 || KD Loss: 0.0915|| 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, 1:47:49 || Estimated Time: 1 day, 20:55:51
2023-07-25 12:34:21,319 semantic_segmentation INFO: Iters: 54720/150000 || Lr: 0.013294 || Task Loss: 0.4953 || KD Loss: 0.1458|| 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, 1:48:05 || Estimated Time: 1 day, 20:55:34
2023-07-25 12:34:37,719 semantic_segmentation INFO: Iters: 54730/150000 || Lr: 0.013293 || Task Loss: 0.4821 || KD Loss: 0.0658|| 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: 1 day, 1:48:22 || Estimated Time: 1 day, 20:55:16
2023-07-25 12:34:54,090 semantic_segmentation INFO: Iters: 54740/150000 || Lr: 0.013291 || Task Loss: 0.4922 || KD Loss: 0.1493|| 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, 1:48:38 || Estimated Time: 1 day, 20:54:58
2023-07-25 12:35:10,480 semantic_segmentation INFO: Iters: 54750/150000 || Lr: 0.013290 || Task Loss: 0.4375 || KD Loss: 0.0577|| 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, 1:48:54 || Estimated Time: 1 day, 20:54:40
2023-07-25 12:35:26,856 semantic_segmentation INFO: Iters: 54760/150000 || Lr: 0.013289 || Task Loss: 0.4262 || KD Loss: 0.1011|| 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, 1:49:11 || Estimated Time: 1 day, 20:54:22
2023-07-25 12:35:43,276 semantic_segmentation INFO: Iters: 54770/150000 || Lr: 0.013288 || Task Loss: 0.4293 || KD Loss: 0.0467|| 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, 1:49:27 || Estimated Time: 1 day, 20:54:04
2023-07-25 12:35:59,632 semantic_segmentation INFO: Iters: 54780/150000 || Lr: 0.013286 || Task Loss: 0.3802 || KD Loss: 0.0557|| 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, 1:49:44 || Estimated Time: 1 day, 20:53:46
2023-07-25 12:36:16,027 semantic_segmentation INFO: Iters: 54790/150000 || Lr: 0.013285 || Task Loss: 0.3444 || KD Loss: 0.0721|| 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, 1:50:00 || Estimated Time: 1 day, 20:53:28
2023-07-25 12:36:32,480 semantic_segmentation INFO: Iters: 54800/150000 || Lr: 0.013284 || Task Loss: 0.3432 || KD Loss: 0.0719|| 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, 1:50:16 || Estimated Time: 1 day, 20:53:10
2023-07-25 12:36:48,909 semantic_segmentation INFO: Iters: 54810/150000 || Lr: 0.013283 || Task Loss: 0.3768 || KD Loss: 0.0941|| 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, 1:50:33 || Estimated Time: 1 day, 20:52:52
2023-07-25 12:37:05,476 semantic_segmentation INFO: Iters: 54820/150000 || Lr: 0.013281 || Task Loss: 0.2592 || KD Loss: 0.0712|| 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, 1:50:49 || Estimated Time: 1 day, 20:52:35
2023-07-25 12:37:21,881 semantic_segmentation INFO: Iters: 54830/150000 || Lr: 0.013280 || Task Loss: 0.4981 || KD Loss: 0.0904|| 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, 1:51:06 || Estimated Time: 1 day, 20:52:17
2023-07-25 12:37:38,326 semantic_segmentation INFO: Iters: 54840/150000 || Lr: 0.013279 || Task Loss: 0.3825 || KD Loss: 0.0701|| 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, 1:51:22 || Estimated Time: 1 day, 20:51:59
2023-07-25 12:37:54,726 semantic_segmentation INFO: Iters: 54850/150000 || Lr: 0.013278 || Task Loss: 0.4146 || KD Loss: 0.1113|| 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, 1:51:39 || Estimated Time: 1 day, 20:51:41
2023-07-25 12:38:11,129 semantic_segmentation INFO: Iters: 54860/150000 || Lr: 0.013276 || Task Loss: 0.5172 || KD Loss: 0.1426|| 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: 1 day, 1:51:55 || Estimated Time: 1 day, 20:51:23
2023-07-25 12:38:27,512 semantic_segmentation INFO: Iters: 54870/150000 || Lr: 0.013275 || Task Loss: 0.5422 || KD Loss: 0.0946|| 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, 1:52:11 || Estimated Time: 1 day, 20:51:05
2023-07-25 12:38:43,909 semantic_segmentation INFO: Iters: 54880/150000 || Lr: 0.013274 || Task Loss: 0.3819 || KD Loss: 0.0808|| 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, 1:52:28 || Estimated Time: 1 day, 20:50:47
2023-07-25 12:39:00,283 semantic_segmentation INFO: Iters: 54890/150000 || Lr: 0.013273 || Task Loss: 0.4312 || KD Loss: 0.0834|| 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, 1:52:44 || Estimated Time: 1 day, 20:50:29
2023-07-25 12:39:16,671 semantic_segmentation INFO: Iters: 54900/150000 || Lr: 0.013271 || Task Loss: 0.4457 || KD Loss: 0.1097|| 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, 1:53:01 || Estimated Time: 1 day, 20:50:11
2023-07-25 12:39:33,111 semantic_segmentation INFO: Iters: 54910/150000 || Lr: 0.013270 || Task Loss: 0.3987 || KD Loss: 0.0701|| 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, 1:53:17 || Estimated Time: 1 day, 20:49:53
2023-07-25 12:39:49,568 semantic_segmentation INFO: Iters: 54920/150000 || Lr: 0.013269 || Task Loss: 0.3719 || KD Loss: 0.0610|| 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, 1:53:34 || Estimated Time: 1 day, 20:49:35
2023-07-25 12:40:05,920 semantic_segmentation INFO: Iters: 54930/150000 || Lr: 0.013268 || Task Loss: 0.6028 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:50 || Estimated Time: 1 day, 20:49:17
2023-07-25 12:40:22,297 semantic_segmentation INFO: Iters: 54940/150000 || Lr: 0.013266 || Task Loss: 0.4720 || KD Loss: 0.1495|| 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, 1:54:06 || Estimated Time: 1 day, 20:48:59
2023-07-25 12:40:38,697 semantic_segmentation INFO: Iters: 54950/150000 || Lr: 0.013265 || Task Loss: 0.4517 || 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, 1:54:23 || Estimated Time: 1 day, 20:48:41
2023-07-25 12:40:55,161 semantic_segmentation INFO: Iters: 54960/150000 || Lr: 0.013264 || Task Loss: 0.3237 || KD Loss: 0.0557|| 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, 1:54:39 || Estimated Time: 1 day, 20:48:23
2023-07-25 12:41:11,565 semantic_segmentation INFO: Iters: 54970/150000 || Lr: 0.013263 || Task Loss: 0.5300 || KD Loss: 0.1146|| 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, 1:54:56 || Estimated Time: 1 day, 20:48:05
2023-07-25 12:41:27,952 semantic_segmentation INFO: Iters: 54980/150000 || Lr: 0.013261 || Task Loss: 0.4606 || KD Loss: 0.0905|| 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, 1:55:12 || Estimated Time: 1 day, 20:47:47
2023-07-25 12:41:44,336 semantic_segmentation INFO: Iters: 54990/150000 || Lr: 0.013260 || Task Loss: 0.2828 || KD Loss: 0.0544|| 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, 1:55:28 || Estimated Time: 1 day, 20:47:29
2023-07-25 12:42:00,716 semantic_segmentation INFO: Iters: 55000/150000 || Lr: 0.013259 || Task Loss: 0.6985 || KD Loss: 0.2380|| 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, 1:55:45 || Estimated Time: 1 day, 20:47:11
2023-07-25 12:42:17,121 semantic_segmentation INFO: Iters: 55010/150000 || Lr: 0.013258 || Task Loss: 0.3521 || 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, 1:56:01 || Estimated Time: 1 day, 20:46:53
2023-07-25 12:42:33,473 semantic_segmentation INFO: Iters: 55020/150000 || Lr: 0.013256 || Task Loss: 0.6291 || KD Loss: 0.2269|| 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, 1:56:17 || Estimated Time: 1 day, 20:46:35
2023-07-25 12:42:49,889 semantic_segmentation INFO: Iters: 55030/150000 || Lr: 0.013255 || Task Loss: 0.6368 || KD Loss: 0.2370|| 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, 1:56:34 || Estimated Time: 1 day, 20:46:17
2023-07-25 12:43:06,345 semantic_segmentation INFO: Iters: 55040/150000 || Lr: 0.013254 || Task Loss: 0.5229 || KD Loss: 0.1575|| 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, 1:56:50 || Estimated Time: 1 day, 20:45:59
2023-07-25 12:43:22,757 semantic_segmentation INFO: Iters: 55050/150000 || Lr: 0.013252 || Task Loss: 0.4325 || KD Loss: 0.0763|| 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, 1:57:07 || Estimated Time: 1 day, 20:45:42
2023-07-25 12:43:39,148 semantic_segmentation INFO: Iters: 55060/150000 || Lr: 0.013251 || Task Loss: 0.4890 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:45:24
2023-07-25 12:43:55,606 semantic_segmentation INFO: Iters: 55070/150000 || Lr: 0.013250 || Task Loss: 0.4386 || KD Loss: 0.1534|| 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, 1:57:40 || Estimated Time: 1 day, 20:45:06
2023-07-25 12:44:12,398 semantic_segmentation INFO: Iters: 55080/150000 || Lr: 0.013249 || Task Loss: 0.5623 || KD Loss: 0.1657|| 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, 1:57:56 || Estimated Time: 1 day, 20:44:48
2023-07-25 12:44:28,782 semantic_segmentation INFO: Iters: 55090/150000 || Lr: 0.013247 || Task Loss: 0.7227 || KD Loss: 0.2215|| 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: 1 day, 1:58:13 || Estimated Time: 1 day, 20:44:30
2023-07-25 12:44:45,139 semantic_segmentation INFO: Iters: 55100/150000 || Lr: 0.013246 || Task Loss: 0.4322 || KD Loss: 0.1076|| 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, 1:58:29 || Estimated Time: 1 day, 20:44:12
2023-07-25 12:45:01,523 semantic_segmentation INFO: Iters: 55110/150000 || Lr: 0.013245 || Task Loss: 0.5777 || KD Loss: 0.1793|| 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, 1:58:46 || Estimated Time: 1 day, 20:43:54
2023-07-25 12:45:17,891 semantic_segmentation INFO: Iters: 55120/150000 || Lr: 0.013244 || Task Loss: 0.3937 || KD Loss: 0.0729|| 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, 1:59:02 || Estimated Time: 1 day, 20:43:36
2023-07-25 12:45:34,316 semantic_segmentation INFO: Iters: 55130/150000 || Lr: 0.013242 || Task Loss: 0.4726 || KD Loss: 0.1269|| 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, 1:59:18 || Estimated Time: 1 day, 20:43:19
2023-07-25 12:45:50,728 semantic_segmentation INFO: Iters: 55140/150000 || Lr: 0.013241 || Task Loss: 0.5003 || KD Loss: 0.0765|| 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, 1:59:35 || Estimated Time: 1 day, 20:43:01
2023-07-25 12:46:07,102 semantic_segmentation INFO: Iters: 55150/150000 || Lr: 0.013240 || Task Loss: 0.3902 || KD Loss: 0.0846|| 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, 1:59:51 || Estimated Time: 1 day, 20:42:43
2023-07-25 12:46:23,605 semantic_segmentation INFO: Iters: 55160/150000 || Lr: 0.013239 || Task Loss: 0.3147 || KD Loss: 0.0663|| 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, 2:00:08 || Estimated Time: 1 day, 20:42:25
2023-07-25 12:46:40,058 semantic_segmentation INFO: Iters: 55170/150000 || Lr: 0.013237 || Task Loss: 0.7058 || KD Loss: 0.2287|| 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, 2:00:24 || Estimated Time: 1 day, 20:42:07
2023-07-25 12:46:56,465 semantic_segmentation INFO: Iters: 55180/150000 || Lr: 0.013236 || Task Loss: 0.4024 || KD Loss: 0.1687|| 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, 2:00:40 || Estimated Time: 1 day, 20:41:49
2023-07-25 12:47:12,851 semantic_segmentation INFO: Iters: 55190/150000 || Lr: 0.013235 || Task Loss: 0.2408 || KD Loss: 0.0558|| 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, 2:00:57 || Estimated Time: 1 day, 20:41:31
2023-07-25 12:47:29,242 semantic_segmentation INFO: Iters: 55200/150000 || Lr: 0.013234 || Task Loss: 0.2584 || KD Loss: 0.0538|| 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, 2:01:13 || Estimated Time: 1 day, 20:41:13
2023-07-25 12:47:29,354 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 12:47:29,809 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.088
2023-07-25 12:47:29,823 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.134
2023-07-25 12:47:29,835 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.160
2023-07-25 12:47:29,849 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.160
2023-07-25 12:47:29,862 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.237
2023-07-25 12:47:29,874 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.283
2023-07-25 12:47:29,887 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.322
2023-07-25 12:47:29,901 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.326
2023-07-25 12:47:29,913 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.364
2023-07-25 12:47:29,927 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.406
2023-07-25 12:47:29,942 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.439
2023-07-25 12:47:29,959 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.485
2023-07-25 12:47:29,971 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.482
2023-07-25 12:47:29,985 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.452
2023-07-25 12:47:29,998 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.446
2023-07-25 12:47:30,010 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.441
2023-07-25 12:47:30,021 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.431
2023-07-25 12:47:30,034 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.428
2023-07-25 12:47:30,048 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.428
2023-07-25 12:47:30,063 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.469
2023-07-25 12:47:30,077 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.470
2023-07-25 12:47:30,091 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.482
2023-07-25 12:47:30,105 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.516
2023-07-25 12:47:30,120 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.519
2023-07-25 12:47:30,135 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.514
2023-07-25 12:47:30,148 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.529
2023-07-25 12:47:30,162 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-25 12:47:30,172 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.533
2023-07-25 12:47:30,187 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.521
2023-07-25 12:47:30,200 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.522
2023-07-25 12:47:30,213 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.522
2023-07-25 12:47:30,228 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.523
2023-07-25 12:47:30,242 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.531
2023-07-25 12:47:30,255 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.526
2023-07-25 12:47:30,269 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.552
2023-07-25 12:47:30,283 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.552
2023-07-25 12:47:30,295 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.556
2023-07-25 12:47:30,307 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-25 12:47:30,323 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-25 12:47:30,335 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-25 12:47:30,348 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.625
2023-07-25 12:47:30,362 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.625
2023-07-25 12:47:30,376 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-25 12:47:30,389 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-25 12:47:30,403 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-25 12:47:30,418 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-25 12:47:30,430 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-25 12:47:30,442 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-25 12:47:30,455 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-25 12:47:30,471 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-25 12:47:30,485 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.621
2023-07-25 12:47:30,500 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-25 12:47:30,512 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-25 12:47:30,527 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-25 12:47:30,542 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.618
2023-07-25 12:47:30,555 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-25 12:47:30,571 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.612
2023-07-25 12:47:30,588 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.609
2023-07-25 12:47:30,601 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-25 12:47:30,616 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.651
2023-07-25 12:47:30,629 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.654
2023-07-25 12:47:30,644 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.651
2023-07-25 12:47:30,657 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.651
2023-07-25 12:47:30,675 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.656
2023-07-25 12:47:30,688 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.656
2023-07-25 12:47:30,703 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.656
2023-07-25 12:47:30,719 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.656
2023-07-25 12:47:30,732 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 12:47:30,746 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 12:47:30,760 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 12:47:30,775 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.712
2023-07-25 12:47:30,787 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.712
2023-07-25 12:47:30,802 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.710
2023-07-25 12:47:30,817 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.709
2023-07-25 12:47:30,830 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.712
2023-07-25 12:47:30,845 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.710
2023-07-25 12:47:30,859 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.707
2023-07-25 12:47:30,867 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.706
2023-07-25 12:47:30,882 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.709
2023-07-25 12:47:30,897 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.709
2023-07-25 12:47:30,910 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.711
2023-07-25 12:47:30,924 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.711
2023-07-25 12:47:30,938 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.701
2023-07-25 12:47:30,953 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.681
2023-07-25 12:47:30,969 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.682
2023-07-25 12:47:30,983 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.684
2023-07-25 12:47:30,997 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.681
2023-07-25 12:47:31,011 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-25 12:47:31,026 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.690
2023-07-25 12:47:31,038 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.690
2023-07-25 12:47:31,052 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.687
2023-07-25 12:47:31,067 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.687
2023-07-25 12:47:31,081 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.689
2023-07-25 12:47:31,095 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.691
2023-07-25 12:47:31,109 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.913, mIoU: 0.688
2023-07-25 12:47:31,123 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.913, mIoU: 0.686
2023-07-25 12:47:31,136 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.686
2023-07-25 12:47:31,148 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.688
2023-07-25 12:47:31,163 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.915, mIoU: 0.684
2023-07-25 12:47:31,176 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.915, mIoU: 0.685
2023-07-25 12:47:31,190 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.684
2023-07-25 12:47:31,204 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.916, mIoU: 0.682
2023-07-25 12:47:31,217 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.682
2023-07-25 12:47:31,231 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.916, mIoU: 0.682
2023-07-25 12:47:31,246 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.682
2023-07-25 12:47:31,258 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.683
2023-07-25 12:47:31,273 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.684
2023-07-25 12:47:31,287 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.684
2023-07-25 12:47:31,301 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-25 12:47:31,314 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-25 12:47:31,326 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-25 12:47:31,339 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-25 12:47:31,354 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.684
2023-07-25 12:47:31,368 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.684
2023-07-25 12:47:31,383 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-25 12:47:31,396 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-25 12:47:31,409 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.680
2023-07-25 12:47:31,423 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.680
2023-07-25 12:47:31,436 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.678
2023-07-25 12:47:31,451 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.916, mIoU: 0.674
2023-07-25 12:47:31,466 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.674
2023-07-25 12:47:31,479 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.917, mIoU: 0.673
2023-07-25 12:47:31,492 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.672
2023-07-25 12:47:31,507 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.672
2023-07-25 12:47:31,521 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 12:47:31,529 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.675
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2023-07-25 12:47:31,576 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.662
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2023-07-25 12:47:34,292 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.914, mIoU: 0.648
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2023-07-25 12:47:34,320 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-25 12:47:34,404 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.916, mIoU: 0.653
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2023-07-25 12:47:34,727 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 12:47:34,741 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 12:47:34,771 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 12:47:34,798 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 12:47:34,825 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.914, mIoU: 0.646
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2023-07-25 12:47:34,855 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.915, mIoU: 0.647
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2023-07-25 12:47:34,939 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 12:47:34,954 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.916, mIoU: 0.650
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2023-07-25 12:47:34,997 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 12:47:35,013 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.915, mIoU: 0.646
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2023-07-25 12:47:35,674 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-25 12:47:35,742 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 12:47:35,756 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 12:47:35,771 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 12:47:35,869 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 12:47:36,313 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 12:47:36,343 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-25 12:47:36,482 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 12:47:36,840 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-25 12:47:36,866 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 12:47:36,881 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 12:47:36,941 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-25 12:47:37,042 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:47:37,057 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 12:47:37,070 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 12:47:37,084 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:47:37,098 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 12:47:37,111 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:47:37,125 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 12:47:37,136 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:47:37,151 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 12:47:37,163 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 12:47:37,174 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 12:47:37,186 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 12:47:37,200 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:47:37,214 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:47:37,228 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:47:37,243 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:47:37,251 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 12:47:37,265 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 12:47:37,280 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,295 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,309 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,324 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 12:47:37,337 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 12:47:37,350 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,364 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,379 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:47:37,394 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:47:37,406 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:47:37,419 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 12:47:37,434 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:47:37,447 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:47:37,462 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 12:47:37,475 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,489 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,504 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,519 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,532 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,547 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,561 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,573 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,588 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,602 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,616 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,630 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,643 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,658 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,672 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,688 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,697 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,712 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 12:47:37,727 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,739 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,753 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,766 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,780 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,795 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,809 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,822 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,834 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,846 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,861 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 12:47:37,875 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,890 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,905 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 12:47:37,920 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,932 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:37,947 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,962 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,975 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:37,990 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:38,005 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:38,019 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,034 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,049 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,062 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,076 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,091 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,104 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,118 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,132 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,143 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,157 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,172 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 12:47:38,186 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 12:47:38,198 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:47:38,212 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:47:38,225 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 12:47:38,240 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:47:38,253 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 12:47:38,268 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,282 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,296 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,310 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,324 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,337 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,351 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,366 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,381 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,393 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,409 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,423 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,437 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,452 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,467 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,482 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,497 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,512 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,527 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,542 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 12:47:38,557 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 12:47:38,571 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 12:47:38,589 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 12:47:38,603 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 12:47:38,618 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 12:47:38,628 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:38,641 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,655 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,668 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,682 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,695 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,707 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,722 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,738 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,754 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,769 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,783 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,797 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,810 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,824 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,839 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,855 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,870 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,884 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,900 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,913 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,927 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:38,941 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,953 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,965 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,978 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:38,993 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,007 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,019 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,032 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,047 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,061 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:39,075 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-25 12:47:39,094 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:39,108 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:39,122 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:39,136 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,151 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,165 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,180 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,195 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,209 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:39,221 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:39,263 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:39,301 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:39,398 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 12:47:39,525 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 12:47:39,565 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 12:47:39,595 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-25 12:47:39,623 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.686
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2023-07-25 12:47:39,661 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 12:47:39,673 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.684
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2023-07-25 12:47:39,702 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 12:47:39,714 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 12:47:39,726 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 12:47:39,740 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 12:47:39,753 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 12:47:39,767 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 12:47:39,782 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:39,796 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:39,808 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:39,822 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:39,834 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,847 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:39,861 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,874 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,889 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,902 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,917 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,932 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,944 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,956 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:39,971 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:39,986 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,001 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,015 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,027 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,039 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,053 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,065 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,080 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 12:47:40,097 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,110 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,124 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,137 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,151 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,166 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,179 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,192 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,207 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,222 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,236 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,251 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,266 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,280 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,293 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,309 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,325 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,342 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,355 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,369 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,382 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,396 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,409 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,421 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,435 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,450 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,462 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,476 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,491 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,505 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:40,519 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,532 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,543 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,556 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,569 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,581 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,593 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,608 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,621 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,633 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,647 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,662 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,676 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,691 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,704 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,716 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,730 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,744 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,759 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,774 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:40,787 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:40,800 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,811 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,827 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,843 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,857 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,872 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:40,883 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,896 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:40,912 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,927 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,941 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,955 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,968 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:40,983 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:40,995 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,009 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,021 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,035 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,049 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,061 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,076 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,090 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,105 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,119 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,133 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,147 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,161 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,175 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,189 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,204 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,217 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,230 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,243 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,259 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,273 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,289 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,304 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,315 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,330 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,345 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,360 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,373 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,388 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,403 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,416 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,429 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,444 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,458 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 12:47:41,471 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:41,482 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 12:47:41,498 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,512 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,526 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,539 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,553 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,567 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,582 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,597 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,610 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,624 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,638 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,653 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,667 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,680 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,695 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,708 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,722 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,737 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,751 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:41,765 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,780 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,794 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,808 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,823 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,837 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,852 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,867 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,876 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,890 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,903 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,918 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,932 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,947 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:41,960 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,974 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:41,989 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,003 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,019 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,035 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,048 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,064 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,079 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:42,095 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,109 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,124 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,138 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,154 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,166 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,181 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,195 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,208 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,222 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,236 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,248 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,262 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,275 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,288 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,303 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,317 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,331 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,346 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,360 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,372 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,385 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,399 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,413 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,426 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,440 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:42,455 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,470 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,486 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,498 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,511 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,527 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,542 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,554 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,569 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,582 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,597 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,610 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:42,626 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,640 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,654 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,663 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,679 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,694 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,706 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:42,720 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:42,734 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:42,748 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:42,761 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:42,775 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:42,789 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:42,804 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:47:42,818 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,833 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,849 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,864 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,876 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,891 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,906 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,920 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 12:47:42,933 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:42,947 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:42,962 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:42,977 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:42,984 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:42,997 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,009 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,021 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,032 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,047 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,061 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,075 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,086 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:43,099 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:43,114 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:43,126 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:43,140 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:43,153 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:43,167 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,181 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,196 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,210 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,221 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,234 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,248 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,263 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,277 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,292 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,304 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,314 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,325 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,338 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,349 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,364 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,376 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:43,391 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,407 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,422 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,435 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,450 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,465 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:43,479 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,494 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,508 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,522 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 12:47:43,536 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:47:43,551 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 12:47:43,564 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,576 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,591 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,603 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,618 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,631 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,645 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,660 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 12:47:43,677 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,692 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,705 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,720 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,734 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,749 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,763 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,776 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:47:43,789 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 12:47:43,803 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:47:43,818 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:47:43,832 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 12:47:43,846 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 12:47:43,861 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 12:47:43,876 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 12:47:43,890 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,905 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,918 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,932 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,942 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,955 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,970 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:43,982 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:43,996 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,010 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,025 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,041 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,056 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,071 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,085 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,097 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,112 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,125 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,142 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,156 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,169 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,183 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,196 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,210 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,225 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,240 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,254 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,269 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,281 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,293 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,308 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 12:47:44,321 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,334 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,348 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,363 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,377 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,389 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,402 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,417 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,432 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,447 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,460 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,473 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,488 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,503 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,517 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,532 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,547 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,561 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:44,575 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:44,590 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:44,604 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 12:47:44,619 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,633 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:44,647 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:44,660 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:44,675 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:44,689 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,704 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,717 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 12:47:44,731 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,745 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,761 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,774 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,788 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,803 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,817 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,832 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,846 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,861 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,874 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,888 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,905 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,917 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,932 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,944 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:44,953 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,967 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,981 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 12:47:44,994 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:45,009 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:45,023 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:45,036 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,048 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,063 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,077 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,092 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,108 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,122 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,140 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,155 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,168 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,182 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,197 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,211 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,223 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,236 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,250 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,265 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,279 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,294 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,321 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,334 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,347 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,362 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,377 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,391 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,406 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,419 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 12:47:45,434 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,477 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,489 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,504 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,517 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,541 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,569 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,583 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,598 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,607 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,620 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,635 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,706 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,719 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,733 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,747 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,760 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,775 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 12:47:45,787 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 12:47:45,800 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 12:47:45,829 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 12:47:45,885 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:45,899 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:45,913 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:45,927 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:45,983 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:45,996 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,010 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,051 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:46,081 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,119 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,134 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,149 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,165 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:46,178 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:46,193 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:46,206 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 12:47:46,262 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,334 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,361 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,391 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,404 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,418 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,430 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,444 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,459 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,474 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,486 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,501 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,516 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 12:47:46,531 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,542 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,556 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,570 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,580 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,595 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,609 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,623 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,636 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 12:47:46,648 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,662 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,675 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,689 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,702 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 12:47:46,729 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 12:47:46,757 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,771 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,786 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:47:46,800 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:46,816 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:46,829 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 12:47:46,872 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:46,886 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,899 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,912 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,928 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,942 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,957 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,970 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:46,982 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:46,997 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,011 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,023 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,036 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-25 12:47:47,064 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-25 12:47:47,093 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,107 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:47:47,123 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,136 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,150 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,165 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,180 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 12:47:47,195 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 12:47:47,224 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:47,238 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 12:47:47,268 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,282 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.679
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2023-07-25 12:47:47,311 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,325 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.680
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2023-07-25 12:47:47,837 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,851 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,866 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,878 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,892 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:47,907 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,920 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,934 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,946 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,960 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,974 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:47,988 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,002 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,014 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,028 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,042 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,057 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,071 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,085 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,099 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,113 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,123 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,137 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,149 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,161 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,179 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,194 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,207 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,219 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,232 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,245 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,259 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,272 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,287 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,301 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,313 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,327 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,342 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,354 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,368 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,383 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,395 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,410 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,421 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,436 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,451 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:48,465 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,479 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,491 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,504 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,517 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:48,532 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,546 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,558 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,571 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,585 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,600 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,614 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,627 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,641 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,657 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,673 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,687 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,702 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,709 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,724 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,736 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,749 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,763 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,777 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,791 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,806 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,821 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,835 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:48,850 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,862 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,876 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,892 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,906 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,921 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,935 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,951 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,963 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,978 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:48,992 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,007 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:49,020 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:49,033 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,047 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:49,062 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 12:47:49,077 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,091 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,106 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,120 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,135 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,147 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,162 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,174 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,189 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,206 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,220 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,234 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,247 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,262 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,276 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,290 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,304 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,318 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,333 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,347 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,359 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,374 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,387 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,402 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,417 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,432 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,447 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,461 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,475 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,484 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,498 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,511 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,525 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,540 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 12:47:49,554 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,568 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,579 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,589 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 12:47:49,605 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,619 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,633 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,646 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,660 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,674 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,687 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,702 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,716 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,729 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,743 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,756 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,770 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,784 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,798 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,811 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,825 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,840 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 12:47:49,854 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:49,869 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:49,882 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:49,895 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:49,910 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 12:47:49,927 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 12:48:09,444 semantic_segmentation INFO: Iters: 55210/150000 || Lr: 0.013232 || Task Loss: 0.6023 || KD Loss: 0.0918|| 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, 2:01:53 || Estimated Time: 1 day, 20:41:36
2023-07-25 12:48:26,347 semantic_segmentation INFO: Iters: 55220/150000 || Lr: 0.013231 || Task Loss: 0.4563 || KD Loss: 0.1009|| 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, 2:02:10 || Estimated Time: 1 day, 20:41:19
2023-07-25 12:48:42,713 semantic_segmentation INFO: Iters: 55230/150000 || Lr: 0.013230 || Task Loss: 0.5674 || KD Loss: 0.1191|| 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, 2:02:27 || Estimated Time: 1 day, 20:41:01
2023-07-25 12:48:59,136 semantic_segmentation INFO: Iters: 55240/150000 || Lr: 0.013229 || Task Loss: 0.6400 || KD Loss: 0.2135|| 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, 2:02:43 || Estimated Time: 1 day, 20:40:43
2023-07-25 12:49:15,537 semantic_segmentation INFO: Iters: 55250/150000 || Lr: 0.013227 || Task Loss: 0.4036 || KD Loss: 0.1071|| 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, 2:03:00 || Estimated Time: 1 day, 20:40:25
2023-07-25 12:49:31,898 semantic_segmentation INFO: Iters: 55260/150000 || Lr: 0.013226 || Task Loss: 0.3614 || KD Loss: 0.0659|| 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, 2:03:16 || Estimated Time: 1 day, 20:40:07
2023-07-25 12:49:48,371 semantic_segmentation INFO: Iters: 55270/150000 || Lr: 0.013225 || Task Loss: 0.3774 || KD Loss: 0.0789|| 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, 2:03:32 || Estimated Time: 1 day, 20:39:49
2023-07-25 12:50:04,822 semantic_segmentation INFO: Iters: 55280/150000 || Lr: 0.013224 || Task Loss: 0.3976 || KD Loss: 0.0757|| 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, 2:03:49 || Estimated Time: 1 day, 20:39:31
2023-07-25 12:50:21,246 semantic_segmentation INFO: Iters: 55290/150000 || Lr: 0.013222 || Task Loss: 0.4455 || KD Loss: 0.0591|| 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, 2:04:05 || Estimated Time: 1 day, 20:39:13
2023-07-25 12:50:37,641 semantic_segmentation INFO: Iters: 55300/150000 || Lr: 0.013221 || Task Loss: 0.4248 || KD Loss: 0.0710|| 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, 2:04:22 || Estimated Time: 1 day, 20:38:55
2023-07-25 12:50:54,009 semantic_segmentation INFO: Iters: 55310/150000 || Lr: 0.013220 || Task Loss: 0.6669 || KD Loss: 0.1830|| 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, 2:04:38 || Estimated Time: 1 day, 20:38:37
2023-07-25 12:51:10,425 semantic_segmentation INFO: Iters: 55320/150000 || Lr: 0.013219 || Task Loss: 0.5356 || KD Loss: 0.2026|| 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, 2:04:54 || Estimated Time: 1 day, 20:38:19
2023-07-25 12:51:26,806 semantic_segmentation INFO: Iters: 55330/150000 || Lr: 0.013217 || Task Loss: 0.5663 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:11 || Estimated Time: 1 day, 20:38:01
2023-07-25 12:51:43,175 semantic_segmentation INFO: Iters: 55340/150000 || Lr: 0.013216 || Task Loss: 0.6369 || KD Loss: 0.1286|| 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, 2:05:27 || Estimated Time: 1 day, 20:37:43
2023-07-25 12:51:59,578 semantic_segmentation INFO: Iters: 55350/150000 || Lr: 0.013215 || Task Loss: 0.3478 || KD Loss: 0.0815|| 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, 2:05:44 || Estimated Time: 1 day, 20:37:26
2023-07-25 12:52:16,027 semantic_segmentation INFO: Iters: 55360/150000 || Lr: 0.013214 || Task Loss: 0.4125 || KD Loss: 0.0842|| 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, 2:06:00 || Estimated Time: 1 day, 20:37:08
2023-07-25 12:52:32,534 semantic_segmentation INFO: Iters: 55370/150000 || Lr: 0.013212 || Task Loss: 0.4695 || KD Loss: 0.1113|| 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, 2:06:17 || Estimated Time: 1 day, 20:36:50
2023-07-25 12:52:48,932 semantic_segmentation INFO: Iters: 55380/150000 || Lr: 0.013211 || Task Loss: 0.4024 || KD Loss: 0.1007|| 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, 2:06:33 || Estimated Time: 1 day, 20:36:32
2023-07-25 12:53:05,302 semantic_segmentation INFO: Iters: 55390/150000 || Lr: 0.013210 || Task Loss: 0.7810 || KD Loss: 0.3714|| 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, 2:06:49 || Estimated Time: 1 day, 20:36:14
2023-07-25 12:53:21,654 semantic_segmentation INFO: Iters: 55400/150000 || Lr: 0.013209 || Task Loss: 0.4264 || KD Loss: 0.1080|| 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, 2:07:06 || Estimated Time: 1 day, 20:35:56
2023-07-25 12:53:38,095 semantic_segmentation INFO: Iters: 55410/150000 || Lr: 0.013207 || Task Loss: 0.3388 || KD Loss: 0.0632|| 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, 2:07:22 || Estimated Time: 1 day, 20:35:38
2023-07-25 12:53:54,442 semantic_segmentation INFO: Iters: 55420/150000 || Lr: 0.013206 || Task Loss: 0.3280 || KD Loss: 0.0674|| 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, 2:07:38 || Estimated Time: 1 day, 20:35:20
2023-07-25 12:54:10,847 semantic_segmentation INFO: Iters: 55430/150000 || Lr: 0.013205 || Task Loss: 0.3523 || KD Loss: 0.0511|| 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, 2:07:55 || Estimated Time: 1 day, 20:35:02
2023-07-25 12:54:27,229 semantic_segmentation INFO: Iters: 55440/150000 || Lr: 0.013203 || Task Loss: 0.3738 || KD Loss: 0.0669|| 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, 2:08:11 || Estimated Time: 1 day, 20:34:44
2023-07-25 12:54:43,623 semantic_segmentation INFO: Iters: 55450/150000 || Lr: 0.013202 || Task Loss: 0.4138 || KD Loss: 0.0712|| 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, 2:08:28 || Estimated Time: 1 day, 20:34:26
2023-07-25 12:55:00,016 semantic_segmentation INFO: Iters: 55460/150000 || Lr: 0.013201 || Task Loss: 0.3867 || KD Loss: 0.0909|| 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, 2:08:44 || Estimated Time: 1 day, 20:34:08
2023-07-25 12:55:16,371 semantic_segmentation INFO: Iters: 55470/150000 || Lr: 0.013200 || Task Loss: 0.3523 || KD Loss: 0.0691|| 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, 2:09:00 || Estimated Time: 1 day, 20:33:50
2023-07-25 12:55:32,753 semantic_segmentation INFO: Iters: 55480/150000 || Lr: 0.013198 || Task Loss: 0.3356 || KD Loss: 0.0697|| 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, 2:09:17 || Estimated Time: 1 day, 20:33:32
2023-07-25 12:55:49,154 semantic_segmentation INFO: Iters: 55490/150000 || Lr: 0.013197 || Task Loss: 0.4080 || KD Loss: 0.0893|| 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, 2:09:33 || Estimated Time: 1 day, 20:33:14
2023-07-25 12:56:05,506 semantic_segmentation INFO: Iters: 55500/150000 || Lr: 0.013196 || Task Loss: 0.4470 || KD Loss: 0.1155|| 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, 2:09:49 || Estimated Time: 1 day, 20:32:56
2023-07-25 12:56:21,844 semantic_segmentation INFO: Iters: 55510/150000 || Lr: 0.013195 || Task Loss: 0.4569 || KD Loss: 0.1101|| 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, 2:10:06 || Estimated Time: 1 day, 20:32:38
2023-07-25 12:56:38,181 semantic_segmentation INFO: Iters: 55520/150000 || Lr: 0.013193 || Task Loss: 0.4138 || KD Loss: 0.0755|| 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, 2:10:22 || Estimated Time: 1 day, 20:32:20
2023-07-25 12:56:54,466 semantic_segmentation INFO: Iters: 55530/150000 || Lr: 0.013192 || Task Loss: 0.3212 || KD Loss: 0.0649|| 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, 2:10:38 || Estimated Time: 1 day, 20:32:02
2023-07-25 12:57:10,861 semantic_segmentation INFO: Iters: 55540/150000 || Lr: 0.013191 || Task Loss: 0.6015 || KD Loss: 0.1892|| 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, 2:10:55 || Estimated Time: 1 day, 20:31:44
2023-07-25 12:57:27,200 semantic_segmentation INFO: Iters: 55550/150000 || Lr: 0.013190 || Task Loss: 0.5016 || KD Loss: 0.1475|| 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, 2:11:11 || Estimated Time: 1 day, 20:31:26
2023-07-25 12:57:43,648 semantic_segmentation INFO: Iters: 55560/150000 || Lr: 0.013188 || Task Loss: 0.5414 || KD Loss: 0.1140|| 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: 1 day, 2:11:28 || Estimated Time: 1 day, 20:31:08
2023-07-25 12:58:00,021 semantic_segmentation INFO: Iters: 55570/150000 || Lr: 0.013187 || Task Loss: 0.3823 || KD Loss: 0.0735|| 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, 2:11:44 || Estimated Time: 1 day, 20:30:50
2023-07-25 12:58:16,404 semantic_segmentation INFO: Iters: 55580/150000 || Lr: 0.013186 || Task Loss: 0.4519 || KD Loss: 0.1439|| 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, 2:12:00 || Estimated Time: 1 day, 20:30:32
2023-07-25 12:58:32,794 semantic_segmentation INFO: Iters: 55590/150000 || Lr: 0.013185 || Task Loss: 0.4681 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:12:17 || Estimated Time: 1 day, 20:30:14
2023-07-25 12:58:49,151 semantic_segmentation INFO: Iters: 55600/150000 || Lr: 0.013183 || Task Loss: 0.5903 || KD Loss: 0.1171|| 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, 2:12:33 || Estimated Time: 1 day, 20:29:56
2023-07-25 12:59:05,567 semantic_segmentation INFO: Iters: 55610/150000 || Lr: 0.013182 || Task Loss: 0.5582 || KD Loss: 0.1202|| 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, 2:12:50 || Estimated Time: 1 day, 20:29:38
2023-07-25 12:59:21,886 semantic_segmentation INFO: Iters: 55620/150000 || Lr: 0.013181 || Task Loss: 0.3444 || KD Loss: 0.0709|| 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, 2:13:06 || Estimated Time: 1 day, 20:29:20
2023-07-25 12:59:38,452 semantic_segmentation INFO: Iters: 55630/150000 || Lr: 0.013180 || Task Loss: 0.4267 || KD Loss: 0.0880|| 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, 2:13:22 || Estimated Time: 1 day, 20:29:03
2023-07-25 12:59:54,831 semantic_segmentation INFO: Iters: 55640/150000 || Lr: 0.013178 || Task Loss: 0.4039 || KD Loss: 0.0769|| 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, 2:13:39 || Estimated Time: 1 day, 20:28:45
2023-07-25 13:00:11,184 semantic_segmentation INFO: Iters: 55650/150000 || Lr: 0.013177 || Task Loss: 0.7146 || KD Loss: 0.2881|| 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, 2:13:55 || Estimated Time: 1 day, 20:28:27
2023-07-25 13:00:27,549 semantic_segmentation INFO: Iters: 55660/150000 || Lr: 0.013176 || Task Loss: 0.4982 || KD Loss: 0.1566|| 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, 2:14:12 || Estimated Time: 1 day, 20:28:09
2023-07-25 13:00:43,864 semantic_segmentation INFO: Iters: 55670/150000 || Lr: 0.013175 || Task Loss: 0.4086 || KD Loss: 0.0846|| 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, 2:14:28 || Estimated Time: 1 day, 20:27:50
2023-07-25 13:01:00,228 semantic_segmentation INFO: Iters: 55680/150000 || Lr: 0.013173 || Task Loss: 0.5871 || KD Loss: 0.1683|| 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, 2:14:44 || Estimated Time: 1 day, 20:27:32
2023-07-25 13:01:16,624 semantic_segmentation INFO: Iters: 55690/150000 || Lr: 0.013172 || Task Loss: 0.3876 || KD Loss: 0.0804|| 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, 2:15:01 || Estimated Time: 1 day, 20:27:15
2023-07-25 13:01:32,968 semantic_segmentation INFO: Iters: 55700/150000 || Lr: 0.013171 || Task Loss: 0.5897 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:15:17 || Estimated Time: 1 day, 20:26:56
2023-07-25 13:01:49,368 semantic_segmentation INFO: Iters: 55710/150000 || Lr: 0.013170 || Task Loss: 0.4028 || KD Loss: 0.0908|| 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, 2:15:33 || Estimated Time: 1 day, 20:26:39
2023-07-25 13:02:05,754 semantic_segmentation INFO: Iters: 55720/150000 || Lr: 0.013168 || Task Loss: 0.3323 || KD Loss: 0.0737|| 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, 2:15:50 || Estimated Time: 1 day, 20:26:21
2023-07-25 13:02:22,156 semantic_segmentation INFO: Iters: 55730/150000 || Lr: 0.013167 || Task Loss: 0.4080 || KD Loss: 0.0830|| 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, 2:16:06 || Estimated Time: 1 day, 20:26:03
2023-07-25 13:02:38,536 semantic_segmentation INFO: Iters: 55740/150000 || Lr: 0.013166 || Task Loss: 0.4731 || KD Loss: 0.0941|| 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, 2:16:23 || Estimated Time: 1 day, 20:25:45
2023-07-25 13:02:54,933 semantic_segmentation INFO: Iters: 55750/150000 || Lr: 0.013165 || Task Loss: 0.5413 || KD Loss: 0.1634|| 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, 2:16:39 || Estimated Time: 1 day, 20:25:27
2023-07-25 13:03:11,303 semantic_segmentation INFO: Iters: 55760/150000 || Lr: 0.013163 || Task Loss: 0.5142 || KD Loss: 0.1233|| 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, 2:16:55 || Estimated Time: 1 day, 20:25:09
2023-07-25 13:03:27,681 semantic_segmentation INFO: Iters: 55770/150000 || Lr: 0.013162 || Task Loss: 0.5000 || KD Loss: 0.1411|| 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, 2:17:12 || Estimated Time: 1 day, 20:24:51
2023-07-25 13:03:44,075 semantic_segmentation INFO: Iters: 55780/150000 || Lr: 0.013161 || Task Loss: 0.4767 || KD Loss: 0.0900|| 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, 2:17:28 || Estimated Time: 1 day, 20:24:33
2023-07-25 13:04:00,451 semantic_segmentation INFO: Iters: 55790/150000 || Lr: 0.013159 || Task Loss: 0.3701 || KD Loss: 0.0856|| 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, 2:17:44 || Estimated Time: 1 day, 20:24:15
2023-07-25 13:04:16,840 semantic_segmentation INFO: Iters: 55800/150000 || Lr: 0.013158 || Task Loss: 0.5087 || KD Loss: 0.1489|| 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, 2:18:01 || Estimated Time: 1 day, 20:23:57
2023-07-25 13:04:33,229 semantic_segmentation INFO: Iters: 55810/150000 || Lr: 0.013157 || Task Loss: 0.6164 || KD Loss: 0.1997|| 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, 2:18:17 || Estimated Time: 1 day, 20:23:39
2023-07-25 13:04:49,849 semantic_segmentation INFO: Iters: 55820/150000 || Lr: 0.013156 || Task Loss: 0.4344 || KD Loss: 0.1047|| 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, 2:18:34 || Estimated Time: 1 day, 20:23:22
2023-07-25 13:05:06,156 semantic_segmentation INFO: Iters: 55830/150000 || Lr: 0.013154 || Task Loss: 0.3341 || KD Loss: 0.0808|| 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, 2:18:50 || Estimated Time: 1 day, 20:23:03
2023-07-25 13:05:22,581 semantic_segmentation INFO: Iters: 55840/150000 || Lr: 0.013153 || Task Loss: 0.4339 || KD Loss: 0.1194|| 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, 2:19:07 || Estimated Time: 1 day, 20:22:46
2023-07-25 13:05:38,969 semantic_segmentation INFO: Iters: 55850/150000 || Lr: 0.013152 || Task Loss: 0.3262 || KD Loss: 0.0667|| 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, 2:19:23 || Estimated Time: 1 day, 20:22:28
2023-07-25 13:05:55,350 semantic_segmentation INFO: Iters: 55860/150000 || Lr: 0.013151 || Task Loss: 0.4632 || KD Loss: 0.0846|| 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, 2:19:39 || Estimated Time: 1 day, 20:22:10
2023-07-25 13:06:11,721 semantic_segmentation INFO: Iters: 55870/150000 || Lr: 0.013149 || Task Loss: 0.3413 || KD Loss: 0.0472|| 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, 2:19:56 || Estimated Time: 1 day, 20:21:52
2023-07-25 13:06:28,093 semantic_segmentation INFO: Iters: 55880/150000 || Lr: 0.013148 || Task Loss: 0.3619 || KD Loss: 0.0680|| 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, 2:20:12 || Estimated Time: 1 day, 20:21:34
2023-07-25 13:06:44,499 semantic_segmentation INFO: Iters: 55890/150000 || Lr: 0.013147 || Task Loss: 0.6799 || KD Loss: 0.2186|| 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, 2:20:28 || Estimated Time: 1 day, 20:21:16
2023-07-25 13:07:00,892 semantic_segmentation INFO: Iters: 55900/150000 || Lr: 0.013146 || Task Loss: 0.4971 || KD Loss: 0.1530|| 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, 2:20:45 || Estimated Time: 1 day, 20:20:58
2023-07-25 13:07:17,261 semantic_segmentation INFO: Iters: 55910/150000 || Lr: 0.013144 || Task Loss: 0.3599 || KD Loss: 0.0971|| 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, 2:21:01 || Estimated Time: 1 day, 20:20:40
2023-07-25 13:07:33,628 semantic_segmentation INFO: Iters: 55920/150000 || Lr: 0.013143 || Task Loss: 0.3633 || KD Loss: 0.0987|| 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, 2:21:18 || Estimated Time: 1 day, 20:20:22
2023-07-25 13:07:50,182 semantic_segmentation INFO: Iters: 55930/150000 || Lr: 0.013142 || Task Loss: 0.5140 || KD Loss: 0.0687|| 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, 2:21:34 || Estimated Time: 1 day, 20:20:04
2023-07-25 13:08:06,619 semantic_segmentation INFO: Iters: 55940/150000 || Lr: 0.013141 || Task Loss: 0.3800 || KD Loss: 0.0885|| 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, 2:21:51 || Estimated Time: 1 day, 20:19:46
2023-07-25 13:08:22,978 semantic_segmentation INFO: Iters: 55950/150000 || Lr: 0.013139 || Task Loss: 0.4051 || KD Loss: 0.0866|| 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, 2:22:07 || Estimated Time: 1 day, 20:19:28
2023-07-25 13:08:39,391 semantic_segmentation INFO: Iters: 55960/150000 || Lr: 0.013138 || Task Loss: 0.4998 || KD Loss: 0.1282|| 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, 2:22:23 || Estimated Time: 1 day, 20:19:10
2023-07-25 13:08:55,766 semantic_segmentation INFO: Iters: 55970/150000 || Lr: 0.013137 || Task Loss: 0.4888 || KD Loss: 0.1072|| 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, 2:22:40 || Estimated Time: 1 day, 20:18:53
2023-07-25 13:09:12,141 semantic_segmentation INFO: Iters: 55980/150000 || Lr: 0.013136 || Task Loss: 0.5779 || KD Loss: 0.1590|| 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, 2:22:56 || Estimated Time: 1 day, 20:18:35
2023-07-25 13:09:28,535 semantic_segmentation INFO: Iters: 55990/150000 || Lr: 0.013134 || Task Loss: 0.5030 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2567|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:13 || Estimated Time: 1 day, 20:18:17
2023-07-25 13:09:44,926 semantic_segmentation INFO: Iters: 56000/150000 || Lr: 0.013133 || Task Loss: 0.3914 || KD Loss: 0.0767|| 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, 2:23:29 || Estimated Time: 1 day, 20:17:59
2023-07-25 13:09:45,038 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:09:45,494 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-25 13:09:45,507 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.134
2023-07-25 13:09:45,520 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.162
2023-07-25 13:09:45,533 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.162
2023-07-25 13:09:45,546 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.232
2023-07-25 13:09:45,558 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.275
2023-07-25 13:09:45,572 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.313
2023-07-25 13:09:45,585 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.317
2023-07-25 13:09:45,597 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.349
2023-07-25 13:09:45,611 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.382
2023-07-25 13:09:45,625 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.423
2023-07-25 13:09:45,639 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.466
2023-07-25 13:09:45,651 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.466
2023-07-25 13:09:45,664 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.447
2023-07-25 13:09:45,678 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.443
2023-07-25 13:09:45,690 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.439
2023-07-25 13:09:45,700 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.429
2023-07-25 13:09:45,712 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.429
2023-07-25 13:09:45,726 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.429
2023-07-25 13:09:45,742 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.473
2023-07-25 13:09:45,756 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.474
2023-07-25 13:09:45,770 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.479
2023-07-25 13:09:45,784 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.506
2023-07-25 13:09:45,800 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.512
2023-07-25 13:09:45,816 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.513
2023-07-25 13:09:45,831 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.532
2023-07-25 13:09:45,846 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.530
2023-07-25 13:09:45,857 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.530
2023-07-25 13:09:45,872 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.523
2023-07-25 13:09:45,887 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.523
2023-07-25 13:09:45,901 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.523
2023-07-25 13:09:45,916 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.522
2023-07-25 13:09:45,936 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.527
2023-07-25 13:09:45,951 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.524
2023-07-25 13:09:45,965 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.927, mIoU: 0.550
2023-07-25 13:09:45,980 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.550
2023-07-25 13:09:45,993 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.550
2023-07-25 13:09:46,005 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-25 13:09:46,021 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.594
2023-07-25 13:09:46,034 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-25 13:09:46,047 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-25 13:09:46,061 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-25 13:09:46,075 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-25 13:09:46,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-25 13:09:46,103 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-25 13:09:46,118 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-25 13:09:46,131 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.624
2023-07-25 13:09:46,143 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.624
2023-07-25 13:09:46,157 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-25 13:09:46,173 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-25 13:09:46,188 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.618
2023-07-25 13:09:46,203 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-25 13:09:46,217 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-25 13:09:46,233 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-25 13:09:46,248 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-25 13:09:46,261 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-25 13:09:46,276 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-25 13:09:46,293 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.611
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2023-07-25 13:09:46,320 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.639
2023-07-25 13:09:46,333 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-25 13:09:46,347 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.642
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2023-07-25 13:09:47,163 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 13:09:47,242 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.667
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2023-07-25 13:09:47,270 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.646
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2023-07-25 13:09:47,320 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 13:09:49,048 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 13:09:51,808 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 13:09:51,821 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,831 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 13:09:51,887 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,902 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,917 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:09:51,932 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,940 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,950 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 13:09:51,963 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:09:51,976 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:09:51,991 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:09:52,003 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:09:52,018 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 13:09:52,033 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 13:09:52,049 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:09:52,063 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:09:52,078 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:09:52,091 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:09:52,106 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:09:52,121 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:09:52,134 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:09:52,149 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:09:52,160 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 13:09:52,175 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 13:09:52,188 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 13:09:52,203 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 13:09:52,217 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 13:09:52,232 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:09:52,241 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:09:52,255 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:09:52,269 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:09:52,283 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:09:52,296 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:09:52,310 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:09:52,323 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:09:52,338 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:09:52,353 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:52,367 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:52,376 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:52,391 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:52,406 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:52,419 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:52,434 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:09:52,449 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:09:52,462 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,478 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,491 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,506 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:09:52,522 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:09:52,537 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:09:52,552 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:09:52,565 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:09:52,578 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,592 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,607 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:52,620 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 13:09:52,634 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 13:09:52,649 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:09:52,664 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:09:52,678 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:09:52,691 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 13:09:52,704 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:09:52,718 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:09:52,733 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:09:52,747 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:09:52,762 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:09:52,775 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:52,790 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 13:09:52,805 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:52,818 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:52,832 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:52,844 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:52,859 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 13:09:52,883 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:52,895 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:52,910 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:09:52,924 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:52,939 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 13:09:52,976 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:52,991 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:53,006 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:53,020 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:09:53,034 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,046 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 13:09:53,073 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:53,087 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:53,101 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:53,113 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:09:53,126 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,140 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,153 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,167 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,180 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:09:53,195 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:09:53,210 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:09:53,225 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,238 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,254 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,268 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,281 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,296 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,311 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 13:09:53,369 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,384 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,400 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,410 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:09:53,424 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,439 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 13:09:53,466 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.918, mIoU: 0.652
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2023-07-25 13:09:53,493 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 13:09:53,560 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:09:53,574 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-25 13:09:53,633 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-25 13:09:53,761 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 13:09:53,802 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:53,816 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:53,830 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:53,845 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 13:09:53,871 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:09:53,886 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 13:09:53,913 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 13:09:53,955 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.920, mIoU: 0.651
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2023-07-25 13:09:53,984 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-25 13:09:54,109 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 13:09:54,267 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 13:09:54,409 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-25 13:09:54,481 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-25 13:09:54,548 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,563 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,577 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,592 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,606 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,619 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,633 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 13:09:54,648 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,661 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,673 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,687 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,702 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,717 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,729 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,744 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,759 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,774 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,787 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 13:09:54,799 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,807 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,822 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,837 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:09:54,852 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:09:54,867 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:09:54,882 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:09:54,897 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:09:54,912 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,927 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 13:09:54,939 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,954 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:09:54,967 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 13:09:54,982 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:54,997 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:55,009 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:55,021 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:55,034 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:55,047 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:09:55,059 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,072 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:09:55,084 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:09:55,098 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 13:09:55,113 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 13:09:55,124 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 13:09:55,137 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 13:09:55,150 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,160 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,175 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,189 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,203 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,218 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,233 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,247 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,261 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,277 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,292 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,308 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:55,324 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:55,340 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:55,357 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:55,370 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:55,383 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:55,396 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,410 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,426 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,439 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:55,451 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:55,465 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,479 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,494 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,508 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,522 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,535 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:55,549 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,562 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,576 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,590 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,603 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,619 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,631 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,647 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,662 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,675 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,688 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,703 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,718 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,734 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,748 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,761 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,774 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,788 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,801 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,815 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:55,832 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,844 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:55,859 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,872 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:55,886 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,900 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,913 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,926 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,940 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,954 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,967 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:55,981 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:55,996 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:56,009 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:56,021 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:56,036 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:56,051 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:56,067 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,080 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,094 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,107 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,122 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,135 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,147 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,162 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,176 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,188 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,203 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,219 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,233 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,248 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,262 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,274 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,287 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,300 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,313 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,325 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,341 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,355 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,368 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,381 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,396 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,411 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,426 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,439 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,452 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,466 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,481 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,496 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:56,511 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:09:56,524 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 13:09:56,536 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,549 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,564 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,579 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,593 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,607 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,617 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,630 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,645 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,659 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 13:09:56,672 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 13:09:56,686 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 13:09:56,699 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,714 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,726 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,741 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,754 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,769 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,783 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 13:09:56,795 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,810 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,825 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,839 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,853 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:56,868 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,883 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,897 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,911 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,925 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:56,940 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:56,953 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:56,965 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:56,978 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:56,994 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,007 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,023 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,037 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,049 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,062 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,078 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,092 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,105 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,120 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,134 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,147 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,161 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,175 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,190 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,202 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,214 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,231 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,245 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,261 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,274 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 13:09:57,288 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,303 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:09:57,318 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,333 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,346 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,362 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,376 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 13:09:57,391 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,405 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,417 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,432 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,445 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,460 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,475 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,489 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,503 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,518 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,532 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,546 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,561 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,575 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,590 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,604 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,614 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,627 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,640 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,654 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,669 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,684 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,697 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,711 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,726 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,740 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,756 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,772 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:09:57,785 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,800 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,814 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,829 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,842 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,856 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,870 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,885 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,898 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:57,912 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:57,927 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:57,939 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:57,953 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:57,967 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,979 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:57,992 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:09:58,005 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:09:58,018 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,033 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,047 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,061 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,075 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,090 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,103 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,116 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,130 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,143 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,156 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,171 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,186 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,200 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,216 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,229 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,242 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,258 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,273 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,286 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,301 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,313 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,328 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,341 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,357 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,371 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,386 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,395 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,410 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,425 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,437 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,451 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,465 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,479 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,492 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,506 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,521 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,537 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,552 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,567 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,583 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,598 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,611 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,626 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,641 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,655 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 13:09:58,668 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,683 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,698 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,712 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,719 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,731 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,743 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 13:09:58,755 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,766 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,780 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,794 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,808 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,819 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,831 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,844 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,854 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,869 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:58,881 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,895 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,910 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:58,924 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,939 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,950 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,963 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,977 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:58,992 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,007 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,022 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,034 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,044 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,055 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,067 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,078 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,093 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,105 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:59,119 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:09:59,135 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,150 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,163 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,178 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,193 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,208 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,223 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,237 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,251 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,266 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,282 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,294 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,307 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,321 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,333 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,349 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,361 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,376 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,391 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,410 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,425 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 13:09:59,438 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 13:09:59,453 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 13:09:59,467 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,481 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,496 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,508 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,520 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,535 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,549 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,564 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,578 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 13:09:59,593 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 13:09:59,607 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 13:09:59,621 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 13:09:59,636 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,648 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,663 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,673 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,685 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,699 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,711 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,725 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,740 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 13:09:59,755 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,770 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,785 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,800 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,814 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,826 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,841 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,853 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,868 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,882 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,894 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,909 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 13:09:59,921 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,936 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,950 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:09:59,965 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:09:59,979 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 13:09:59,993 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:10:00,006 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:10:00,018 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:10:00,033 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:10:00,045 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 13:10:00,073 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 13:10:00,103 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:10:00,116 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 13:10:00,128 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 13:10:00,199 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 13:10:00,315 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 13:10:00,330 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 13:10:00,344 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-25 13:10:02,594 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 13:10:02,622 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,634 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,650 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,665 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,680 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,693 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,706 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,720 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 13:10:02,735 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,748 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,761 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,776 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,791 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,805 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,819 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,834 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,849 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,862 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,876 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,891 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,903 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:02,918 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:02,932 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:02,947 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:02,961 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:02,976 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:02,990 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,005 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 13:10:03,032 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,051 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,066 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,080 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:03,095 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,109 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,121 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 13:10:03,163 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,175 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,189 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,204 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,219 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,233 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,248 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,264 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,279 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,291 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,304 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,317 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,330 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 13:10:03,398 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,413 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,423 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 13:10:03,453 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,468 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 13:10:03,522 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:10:03,536 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 13:10:03,563 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 13:10:03,592 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,604 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:10:03,619 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 13:10:04,035 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 13:10:05,294 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,308 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,319 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,328 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,343 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,357 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:10:05,371 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,383 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,397 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,411 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,424 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,438 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,452 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,465 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,480 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,493 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,507 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,521 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,535 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,547 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,561 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,575 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 13:10:05,588 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:10:05,603 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:05,615 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:05,629 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:10:05,643 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:10:05,659 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 13:10:22,151 semantic_segmentation INFO: Iters: 56010/150000 || Lr: 0.013132 || Task Loss: 0.5197 || KD Loss: 0.1273|| 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, 2:24:06 || Estimated Time: 1 day, 20:18:16
2023-07-25 13:10:38,477 semantic_segmentation INFO: Iters: 56020/150000 || Lr: 0.013131 || Task Loss: 0.5362 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:22 || Estimated Time: 1 day, 20:17:58
2023-07-25 13:10:54,933 semantic_segmentation INFO: Iters: 56030/150000 || Lr: 0.013129 || Task Loss: 0.4650 || KD Loss: 0.0798|| 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, 2:24:39 || Estimated Time: 1 day, 20:17:40
2023-07-25 13:11:11,331 semantic_segmentation INFO: Iters: 56040/150000 || Lr: 0.013128 || Task Loss: 0.4847 || KD Loss: 0.0842|| 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, 2:24:55 || Estimated Time: 1 day, 20:17:22
2023-07-25 13:11:30,991 semantic_segmentation INFO: Iters: 56050/150000 || Lr: 0.013127 || Task Loss: 0.4488 || KD Loss: 0.0667|| 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, 2:25:15 || Estimated Time: 1 day, 20:17:09
2023-07-25 13:11:47,775 semantic_segmentation INFO: Iters: 56060/150000 || Lr: 0.013126 || Task Loss: 0.3619 || KD Loss: 0.0667|| 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, 2:25:32 || Estimated Time: 1 day, 20:16:52
2023-07-25 13:12:04,169 semantic_segmentation INFO: Iters: 56070/150000 || Lr: 0.013124 || Task Loss: 0.6358 || KD Loss: 0.1286|| 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, 2:25:48 || Estimated Time: 1 day, 20:16:34
2023-07-25 13:12:20,560 semantic_segmentation INFO: Iters: 56080/150000 || Lr: 0.013123 || Task Loss: 0.5470 || KD Loss: 0.1999|| 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, 2:26:05 || Estimated Time: 1 day, 20:16:16
2023-07-25 13:12:36,921 semantic_segmentation INFO: Iters: 56090/150000 || Lr: 0.013122 || Task Loss: 0.6286 || KD Loss: 0.1598|| 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, 2:26:21 || Estimated Time: 1 day, 20:15:58
2023-07-25 13:12:53,332 semantic_segmentation INFO: Iters: 56100/150000 || Lr: 0.013121 || Task Loss: 0.5291 || KD Loss: 0.0957|| 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: 1 day, 2:26:37 || Estimated Time: 1 day, 20:15:40
2023-07-25 13:13:09,706 semantic_segmentation INFO: Iters: 56110/150000 || Lr: 0.013119 || Task Loss: 0.3134 || KD Loss: 0.0638|| 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, 2:26:54 || Estimated Time: 1 day, 20:15:22
2023-07-25 13:13:26,081 semantic_segmentation INFO: Iters: 56120/150000 || Lr: 0.013118 || Task Loss: 0.3308 || KD Loss: 0.0548|| 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, 2:27:10 || Estimated Time: 1 day, 20:15:05
2023-07-25 13:13:42,558 semantic_segmentation INFO: Iters: 56130/150000 || Lr: 0.013117 || Task Loss: 0.3741 || KD Loss: 0.0936|| 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, 2:27:27 || Estimated Time: 1 day, 20:14:47
2023-07-25 13:13:59,043 semantic_segmentation INFO: Iters: 56140/150000 || Lr: 0.013115 || Task Loss: 0.7756 || KD Loss: 0.2552|| 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, 2:27:43 || Estimated Time: 1 day, 20:14:29
2023-07-25 13:14:15,446 semantic_segmentation INFO: Iters: 56150/150000 || Lr: 0.013114 || Task Loss: 0.3545 || KD Loss: 0.0793|| 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, 2:27:59 || Estimated Time: 1 day, 20:14:11
2023-07-25 13:14:31,836 semantic_segmentation INFO: Iters: 56160/150000 || Lr: 0.013113 || Task Loss: 0.5304 || KD Loss: 0.1178|| 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, 2:28:16 || Estimated Time: 1 day, 20:13:53
2023-07-25 13:14:48,230 semantic_segmentation INFO: Iters: 56170/150000 || Lr: 0.013112 || Task Loss: 0.4123 || KD Loss: 0.0859|| 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, 2:28:32 || Estimated Time: 1 day, 20:13:35
2023-07-25 13:15:04,588 semantic_segmentation INFO: Iters: 56180/150000 || Lr: 0.013110 || Task Loss: 0.4298 || KD Loss: 0.0870|| 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, 2:28:49 || Estimated Time: 1 day, 20:13:17
2023-07-25 13:15:20,985 semantic_segmentation INFO: Iters: 56190/150000 || Lr: 0.013109 || Task Loss: 0.3307 || KD Loss: 0.0727|| 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, 2:29:05 || Estimated Time: 1 day, 20:12:59
2023-07-25 13:15:37,350 semantic_segmentation INFO: Iters: 56200/150000 || Lr: 0.013108 || Task Loss: 0.3687 || KD Loss: 0.0816|| 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 day, 2:29:21 || Estimated Time: 1 day, 20:12:41
2023-07-25 13:15:53,728 semantic_segmentation INFO: Iters: 56210/150000 || Lr: 0.013107 || Task Loss: 0.4326 || KD Loss: 0.1166|| 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, 2:29:38 || Estimated Time: 1 day, 20:12:23
2023-07-25 13:16:10,128 semantic_segmentation INFO: Iters: 56220/150000 || Lr: 0.013105 || Task Loss: 0.5124 || KD Loss: 0.0991|| 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, 2:29:54 || Estimated Time: 1 day, 20:12:05
2023-07-25 13:16:26,525 semantic_segmentation INFO: Iters: 56230/150000 || Lr: 0.013104 || Task Loss: 0.5900 || KD Loss: 0.1834|| 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, 2:30:11 || Estimated Time: 1 day, 20:11:47
2023-07-25 13:16:42,858 semantic_segmentation INFO: Iters: 56240/150000 || Lr: 0.013103 || Task Loss: 0.4626 || KD Loss: 0.0827|| 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, 2:30:27 || Estimated Time: 1 day, 20:11:29
2023-07-25 13:16:59,266 semantic_segmentation INFO: Iters: 56250/150000 || Lr: 0.013102 || Task Loss: 0.3047 || KD Loss: 0.0578|| 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, 2:30:43 || Estimated Time: 1 day, 20:11:12
2023-07-25 13:17:15,683 semantic_segmentation INFO: Iters: 56260/150000 || Lr: 0.013100 || Task Loss: 0.5791 || KD Loss: 0.1837|| 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, 2:31:00 || Estimated Time: 1 day, 20:10:54
2023-07-25 13:17:32,059 semantic_segmentation INFO: Iters: 56270/150000 || Lr: 0.013099 || Task Loss: 0.4629 || KD Loss: 0.1141|| 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, 2:31:16 || Estimated Time: 1 day, 20:10:36
2023-07-25 13:17:48,437 semantic_segmentation INFO: Iters: 56280/150000 || Lr: 0.013098 || Task Loss: 0.3653 || KD Loss: 0.0557|| 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, 2:31:32 || Estimated Time: 1 day, 20:10:18
2023-07-25 13:18:04,812 semantic_segmentation INFO: Iters: 56290/150000 || Lr: 0.013097 || Task Loss: 0.5402 || KD Loss: 0.1480|| 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, 2:31:49 || Estimated Time: 1 day, 20:10:00
2023-07-25 13:18:21,193 semantic_segmentation INFO: Iters: 56300/150000 || Lr: 0.013095 || Task Loss: 0.3510 || KD Loss: 0.0578|| 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, 2:32:05 || Estimated Time: 1 day, 20:09:42
2023-07-25 13:18:37,600 semantic_segmentation INFO: Iters: 56310/150000 || Lr: 0.013094 || Task Loss: 0.6723 || KD Loss: 0.1276|| 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, 2:32:22 || Estimated Time: 1 day, 20:09:24
2023-07-25 13:18:53,977 semantic_segmentation INFO: Iters: 56320/150000 || Lr: 0.013093 || Task Loss: 0.3461 || KD Loss: 0.0739|| 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, 2:32:38 || Estimated Time: 1 day, 20:09:06
2023-07-25 13:19:10,362 semantic_segmentation INFO: Iters: 56330/150000 || Lr: 0.013092 || Task Loss: 0.2620 || KD Loss: 0.0538|| 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, 2:32:54 || Estimated Time: 1 day, 20:08:48
2023-07-25 13:19:26,716 semantic_segmentation INFO: Iters: 56340/150000 || Lr: 0.013090 || Task Loss: 0.6316 || KD Loss: 0.1797|| 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, 2:33:11 || Estimated Time: 1 day, 20:08:30
2023-07-25 13:19:43,112 semantic_segmentation INFO: Iters: 56350/150000 || Lr: 0.013089 || Task Loss: 0.4058 || KD Loss: 0.0725|| 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, 2:33:27 || Estimated Time: 1 day, 20:08:12
2023-07-25 13:19:59,524 semantic_segmentation INFO: Iters: 56360/150000 || Lr: 0.013088 || Task Loss: 0.3993 || KD Loss: 0.1535|| 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, 2:33:44 || Estimated Time: 1 day, 20:07:54
2023-07-25 13:20:15,904 semantic_segmentation INFO: Iters: 56370/150000 || Lr: 0.013087 || Task Loss: 0.3830 || KD Loss: 0.0994|| 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, 2:34:00 || Estimated Time: 1 day, 20:07:36
2023-07-25 13:20:32,233 semantic_segmentation INFO: Iters: 56380/150000 || Lr: 0.013085 || Task Loss: 0.5810 || KD Loss: 0.0988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:16 || Estimated Time: 1 day, 20:07:18
2023-07-25 13:20:48,657 semantic_segmentation INFO: Iters: 56390/150000 || Lr: 0.013084 || Task Loss: 0.4860 || KD Loss: 0.1075|| 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, 2:34:33 || Estimated Time: 1 day, 20:07:00
2023-07-25 13:21:05,049 semantic_segmentation INFO: Iters: 56400/150000 || Lr: 0.013083 || Task Loss: 0.5386 || KD Loss: 0.0892|| 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, 2:34:49 || Estimated Time: 1 day, 20:06:43
2023-07-25 13:21:21,373 semantic_segmentation INFO: Iters: 56410/150000 || Lr: 0.013082 || Task Loss: 0.4336 || KD Loss: 0.0945|| 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, 2:35:05 || Estimated Time: 1 day, 20:06:25
2023-07-25 13:21:37,813 semantic_segmentation INFO: Iters: 56420/150000 || Lr: 0.013080 || Task Loss: 0.5940 || KD Loss: 0.1519|| 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, 2:35:22 || Estimated Time: 1 day, 20:06:07
2023-07-25 13:21:54,180 semantic_segmentation INFO: Iters: 56430/150000 || Lr: 0.013079 || Task Loss: 0.5999 || KD Loss: 0.1347|| 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, 2:35:38 || Estimated Time: 1 day, 20:05:49
2023-07-25 13:22:10,576 semantic_segmentation INFO: Iters: 56440/150000 || Lr: 0.013078 || Task Loss: 0.4770 || KD Loss: 0.0939|| 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, 2:35:55 || Estimated Time: 1 day, 20:05:31
2023-07-25 13:22:26,961 semantic_segmentation INFO: Iters: 56450/150000 || Lr: 0.013076 || Task Loss: 0.3604 || KD Loss: 0.0572|| 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, 2:36:11 || Estimated Time: 1 day, 20:05:13
2023-07-25 13:22:43,340 semantic_segmentation INFO: Iters: 56460/150000 || Lr: 0.013075 || Task Loss: 0.4691 || KD Loss: 0.1309|| 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: 1 day, 2:36:27 || Estimated Time: 1 day, 20:04:55
2023-07-25 13:22:59,727 semantic_segmentation INFO: Iters: 56470/150000 || Lr: 0.013074 || Task Loss: 0.2589 || KD Loss: 0.0493|| 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, 2:36:44 || Estimated Time: 1 day, 20:04:37
2023-07-25 13:23:16,112 semantic_segmentation INFO: Iters: 56480/150000 || Lr: 0.013073 || Task Loss: 0.6833 || KD Loss: 0.1818|| 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: 1 day, 2:37:00 || Estimated Time: 1 day, 20:04:19
2023-07-25 13:23:32,484 semantic_segmentation INFO: Iters: 56490/150000 || Lr: 0.013071 || Task Loss: 0.4349 || KD Loss: 0.0916|| 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, 2:37:16 || Estimated Time: 1 day, 20:04:01
2023-07-25 13:23:48,897 semantic_segmentation INFO: Iters: 56500/150000 || Lr: 0.013070 || Task Loss: 0.4115 || KD Loss: 0.0621|| 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, 2:37:33 || Estimated Time: 1 day, 20:03:43
2023-07-25 13:24:05,270 semantic_segmentation INFO: Iters: 56510/150000 || Lr: 0.013069 || Task Loss: 0.6201 || KD Loss: 0.1951|| 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, 2:37:49 || Estimated Time: 1 day, 20:03:25
2023-07-25 13:24:21,609 semantic_segmentation INFO: Iters: 56520/150000 || Lr: 0.013068 || Task Loss: 0.6981 || KD Loss: 0.1962|| 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, 2:38:06 || Estimated Time: 1 day, 20:03:07
2023-07-25 13:24:38,036 semantic_segmentation INFO: Iters: 56530/150000 || Lr: 0.013066 || Task Loss: 0.3298 || KD Loss: 0.0713|| 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, 2:38:22 || Estimated Time: 1 day, 20:02:49
2023-07-25 13:24:54,406 semantic_segmentation INFO: Iters: 56540/150000 || Lr: 0.013065 || Task Loss: 0.5312 || KD Loss: 0.1339|| 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: 1 day, 2:38:38 || Estimated Time: 1 day, 20:02:32
2023-07-25 13:25:10,813 semantic_segmentation INFO: Iters: 56550/150000 || Lr: 0.013064 || Task Loss: 0.3746 || KD Loss: 0.0951|| 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, 2:38:55 || Estimated Time: 1 day, 20:02:14
2023-07-25 13:25:27,201 semantic_segmentation INFO: Iters: 56560/150000 || Lr: 0.013063 || Task Loss: 0.5645 || KD Loss: 0.1490|| 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, 2:39:11 || Estimated Time: 1 day, 20:01:56
2023-07-25 13:25:43,570 semantic_segmentation INFO: Iters: 56570/150000 || Lr: 0.013061 || Task Loss: 0.4063 || KD Loss: 0.0805|| 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, 2:39:28 || Estimated Time: 1 day, 20:01:38
2023-07-25 13:25:59,935 semantic_segmentation INFO: Iters: 56580/150000 || Lr: 0.013060 || Task Loss: 0.3791 || KD Loss: 0.0884|| 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, 2:39:44 || Estimated Time: 1 day, 20:01:20
2023-07-25 13:26:16,330 semantic_segmentation INFO: Iters: 56590/150000 || Lr: 0.013059 || Task Loss: 0.3976 || KD Loss: 0.0648|| 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, 2:40:00 || Estimated Time: 1 day, 20:01:02
2023-07-25 13:26:32,725 semantic_segmentation INFO: Iters: 56600/150000 || Lr: 0.013058 || Task Loss: 0.5399 || KD Loss: 0.1307|| 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, 2:40:17 || Estimated Time: 1 day, 20:00:44
2023-07-25 13:26:49,107 semantic_segmentation INFO: Iters: 56610/150000 || Lr: 0.013056 || Task Loss: 0.4767 || KD Loss: 0.0970|| 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, 2:40:33 || Estimated Time: 1 day, 20:00:26
2023-07-25 13:27:05,487 semantic_segmentation INFO: Iters: 56620/150000 || Lr: 0.013055 || Task Loss: 0.2910 || 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: 1 day, 2:40:49 || Estimated Time: 1 day, 20:00:08
2023-07-25 13:27:21,852 semantic_segmentation INFO: Iters: 56630/150000 || Lr: 0.013054 || Task Loss: 0.4129 || KD Loss: 0.0674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:06 || Estimated Time: 1 day, 19:59:50
2023-07-25 13:27:38,269 semantic_segmentation INFO: Iters: 56640/150000 || Lr: 0.013053 || Task Loss: 0.4325 || KD Loss: 0.0658|| 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, 2:41:22 || Estimated Time: 1 day, 19:59:32
2023-07-25 13:27:54,643 semantic_segmentation INFO: Iters: 56650/150000 || Lr: 0.013051 || Task Loss: 0.2802 || KD Loss: 0.0620|| 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, 2:41:39 || Estimated Time: 1 day, 19:59:14
2023-07-25 13:28:10,988 semantic_segmentation INFO: Iters: 56660/150000 || Lr: 0.013050 || Task Loss: 0.3924 || KD Loss: 0.0958|| 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, 2:41:55 || Estimated Time: 1 day, 19:58:56
2023-07-25 13:28:27,711 semantic_segmentation INFO: Iters: 56670/150000 || Lr: 0.013049 || Task Loss: 0.4259 || KD Loss: 0.0466|| 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: 1 day, 2:42:12 || Estimated Time: 1 day, 19:58:39
2023-07-25 13:28:44,106 semantic_segmentation INFO: Iters: 56680/150000 || Lr: 0.013048 || Task Loss: 0.5100 || KD Loss: 0.1708|| 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, 2:42:28 || Estimated Time: 1 day, 19:58:21
2023-07-25 13:29:00,492 semantic_segmentation INFO: Iters: 56690/150000 || Lr: 0.013046 || Task Loss: 0.3962 || KD Loss: 0.0897|| 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, 2:42:44 || Estimated Time: 1 day, 19:58:03
2023-07-25 13:29:16,889 semantic_segmentation INFO: Iters: 56700/150000 || Lr: 0.013045 || Task Loss: 0.3904 || KD Loss: 0.0906|| 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, 2:43:01 || Estimated Time: 1 day, 19:57:45
2023-07-25 13:29:33,344 semantic_segmentation INFO: Iters: 56710/150000 || Lr: 0.013044 || Task Loss: 0.5325 || KD Loss: 0.1358|| 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, 2:43:17 || Estimated Time: 1 day, 19:57:28
2023-07-25 13:29:49,709 semantic_segmentation INFO: Iters: 56720/150000 || Lr: 0.013043 || Task Loss: 0.5295 || KD Loss: 0.1683|| 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, 2:43:34 || Estimated Time: 1 day, 19:57:10
2023-07-25 13:30:06,122 semantic_segmentation INFO: Iters: 56730/150000 || Lr: 0.013041 || Task Loss: 0.4731 || KD Loss: 0.1040|| 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, 2:43:50 || Estimated Time: 1 day, 19:56:52
2023-07-25 13:30:22,508 semantic_segmentation INFO: Iters: 56740/150000 || Lr: 0.013040 || Task Loss: 0.6165 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:06 || Estimated Time: 1 day, 19:56:34
2023-07-25 13:30:38,888 semantic_segmentation INFO: Iters: 56750/150000 || Lr: 0.013039 || Task Loss: 0.4539 || KD Loss: 0.0921|| 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, 2:44:23 || Estimated Time: 1 day, 19:56:16
2023-07-25 13:30:55,279 semantic_segmentation INFO: Iters: 56760/150000 || Lr: 0.013037 || Task Loss: 0.4893 || KD Loss: 0.1393|| 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, 2:44:39 || Estimated Time: 1 day, 19:55:58
2023-07-25 13:31:11,653 semantic_segmentation INFO: Iters: 56770/150000 || Lr: 0.013036 || Task Loss: 0.6253 || KD Loss: 0.1055|| 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, 2:44:56 || Estimated Time: 1 day, 19:55:40
2023-07-25 13:31:28,052 semantic_segmentation INFO: Iters: 56780/150000 || Lr: 0.013035 || Task Loss: 0.6092 || KD Loss: 0.1906|| 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, 2:45:12 || Estimated Time: 1 day, 19:55:22
2023-07-25 13:31:44,417 semantic_segmentation INFO: Iters: 56790/150000 || Lr: 0.013034 || Task Loss: 0.5381 || KD Loss: 0.0961|| 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, 2:45:28 || Estimated Time: 1 day, 19:55:04
2023-07-25 13:32:00,752 semantic_segmentation INFO: Iters: 56800/150000 || Lr: 0.013032 || Task Loss: 0.3609 || KD Loss: 0.0614|| 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, 2:45:45 || Estimated Time: 1 day, 19:54:46
2023-07-25 13:32:01,062 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:32:01,515 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-25 13:32:01,555 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-25 13:32:01,567 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.168
2023-07-25 13:32:01,580 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-25 13:32:01,594 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.245
2023-07-25 13:32:01,606 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.290
2023-07-25 13:32:01,620 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.332
2023-07-25 13:32:01,634 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.335
2023-07-25 13:32:01,646 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.360
2023-07-25 13:32:01,660 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.401
2023-07-25 13:32:01,674 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.434
2023-07-25 13:32:01,689 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.468
2023-07-25 13:32:01,700 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.459
2023-07-25 13:32:01,714 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.419
2023-07-25 13:32:01,728 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.417
2023-07-25 13:32:01,741 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.409
2023-07-25 13:32:01,751 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.403
2023-07-25 13:32:01,764 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.404
2023-07-25 13:32:01,778 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.919, mIoU: 0.402
2023-07-25 13:32:01,793 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.918, mIoU: 0.454
2023-07-25 13:32:01,807 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.455
2023-07-25 13:32:01,822 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.456
2023-07-25 13:32:01,835 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.916, mIoU: 0.480
2023-07-25 13:32:01,851 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.487
2023-07-25 13:32:01,866 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.492
2023-07-25 13:32:01,879 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.498
2023-07-25 13:32:01,893 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-25 13:32:01,903 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.505
2023-07-25 13:32:01,918 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.493
2023-07-25 13:32:01,932 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.493
2023-07-25 13:32:01,945 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.494
2023-07-25 13:32:01,960 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.492
2023-07-25 13:32:01,974 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.498
2023-07-25 13:32:01,988 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.492
2023-07-25 13:32:02,002 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.908, mIoU: 0.518
2023-07-25 13:32:02,017 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.910, mIoU: 0.518
2023-07-25 13:32:02,030 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.912, mIoU: 0.523
2023-07-25 13:32:02,042 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.568
2023-07-25 13:32:02,057 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.562
2023-07-25 13:32:02,069 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-25 13:32:02,082 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.584
2023-07-25 13:32:02,096 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.584
2023-07-25 13:32:02,110 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.913, mIoU: 0.580
2023-07-25 13:32:02,122 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.581
2023-07-25 13:32:02,137 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.914, mIoU: 0.587
2023-07-25 13:32:02,152 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.588
2023-07-25 13:32:02,165 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-25 13:32:02,177 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-25 13:32:02,191 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.599
2023-07-25 13:32:02,207 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.599
2023-07-25 13:32:02,223 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-25 13:32:02,238 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.598
2023-07-25 13:32:02,250 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.595
2023-07-25 13:32:02,266 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-25 13:32:02,280 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.597
2023-07-25 13:32:02,293 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.595
2023-07-25 13:32:02,309 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-25 13:32:02,325 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.591
2023-07-25 13:32:02,338 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-25 13:32:02,352 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 13:32:02,365 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.629
2023-07-25 13:32:02,380 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.625
2023-07-25 13:32:02,392 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.917, mIoU: 0.624
2023-07-25 13:32:02,409 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.918, mIoU: 0.629
2023-07-25 13:32:02,422 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.628
2023-07-25 13:32:02,436 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-25 13:32:02,451 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-25 13:32:02,463 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:02,478 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:02,492 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 13:32:02,507 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.698
2023-07-25 13:32:02,520 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.698
2023-07-25 13:32:02,535 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.697
2023-07-25 13:32:02,550 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.696
2023-07-25 13:32:02,564 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.698
2023-07-25 13:32:02,579 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 13:32:02,593 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.691
2023-07-25 13:32:02,604 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.690
2023-07-25 13:32:02,618 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.692
2023-07-25 13:32:02,634 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.920, mIoU: 0.692
2023-07-25 13:32:02,647 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.697
2023-07-25 13:32:02,662 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.920, mIoU: 0.697
2023-07-25 13:32:02,678 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.692
2023-07-25 13:32:02,693 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.679
2023-07-25 13:32:02,708 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.681
2023-07-25 13:32:02,723 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-25 13:32:02,737 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.678
2023-07-25 13:32:02,752 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 13:32:02,766 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 13:32:02,779 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-25 13:32:02,793 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 13:32:02,808 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 13:32:02,822 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 13:32:02,837 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.672
2023-07-25 13:32:02,851 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.669
2023-07-25 13:32:02,865 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.669
2023-07-25 13:32:02,878 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.916, mIoU: 0.669
2023-07-25 13:32:02,890 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.670
2023-07-25 13:32:02,904 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.670
2023-07-25 13:32:02,917 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.671
2023-07-25 13:32:02,931 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 13:32:02,945 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-25 13:32:02,958 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:02,972 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-25 13:32:02,987 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 13:32:02,999 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:03,015 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:03,030 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:03,042 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:03,055 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:03,068 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:03,081 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:03,095 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:03,109 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:03,124 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:03,137 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:03,149 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 13:32:03,164 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 13:32:03,177 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:03,191 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:03,205 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 13:32:03,218 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 13:32:03,231 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 13:32:03,246 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:32:03,261 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 13:32:03,270 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:32:03,282 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:32:03,297 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 13:32:03,306 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 13:32:03,319 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:03,334 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:03,349 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:03,362 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:03,377 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 13:32:03,389 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 13:32:03,402 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 13:32:03,416 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:03,429 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:03,443 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:03,456 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 13:32:03,470 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 13:32:03,485 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 13:32:03,499 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 13:32:03,515 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 13:32:03,530 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 13:32:03,544 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 13:32:03,558 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 13:32:03,572 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 13:32:03,582 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:03,597 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:03,611 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:03,624 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:03,638 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:03,650 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:03,663 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:03,678 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:03,694 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:03,709 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:03,724 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:03,738 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:03,752 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:03,767 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 13:32:03,779 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:03,794 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:03,806 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:03,819 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:03,831 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 13:32:03,844 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 13:32:03,859 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 13:32:03,873 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,888 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,901 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,915 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,930 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,944 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:32:03,959 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:32:03,972 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,984 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:03,998 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 13:32:04,012 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 13:32:06,772 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-25 13:32:06,844 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-25 13:32:06,899 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:06,914 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-25 13:32:06,981 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 13:32:07,008 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.914, mIoU: 0.640
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2023-07-25 13:32:07,039 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.914, mIoU: 0.639
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2023-07-25 13:32:07,078 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:32:07,094 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:32:07,107 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:32:07,122 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:32:07,136 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,150 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,165 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 13:32:07,178 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 13:32:07,192 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 13:32:07,206 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 13:32:07,221 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 13:32:07,234 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 13:32:07,247 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,260 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,273 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,284 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,299 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,313 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 13:32:07,328 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 13:32:07,342 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,355 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,370 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,384 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 13:32:07,399 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,411 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 13:32:07,427 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 13:32:07,438 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 13:32:07,454 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 13:32:07,467 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 13:32:07,481 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:07,496 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:07,508 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 13:32:07,523 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:07,538 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:07,550 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:32:07,564 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 13:32:07,579 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-25 13:32:07,621 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:32:07,635 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,650 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,665 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 13:32:07,679 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,693 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 13:32:07,721 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:32:07,739 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,756 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,771 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 13:32:07,786 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 13:32:07,800 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:32:07,813 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:32:07,828 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:32:07,841 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:32:07,851 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:32:07,864 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 13:32:07,892 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 13:32:07,906 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 13:32:07,921 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 13:32:07,968 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 13:32:07,993 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:32:08,007 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:32:08,020 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 13:32:08,034 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 13:32:08,050 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-25 13:32:08,121 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 13:32:08,135 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:32:08,148 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:32:08,163 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:32:08,175 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:32:08,189 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:32:08,203 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:32:08,218 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:32:08,232 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:32:08,247 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:32:08,256 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:32:08,269 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:32:08,283 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:32:08,297 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:32:08,309 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,322 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:32:08,334 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:32:08,348 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:32:08,363 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:32:08,377 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:32:08,385 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:32:08,400 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:32:08,414 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:32:08,427 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:32:08,441 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 13:32:08,469 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:32:08,485 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:32:08,498 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:32:08,513 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 13:32:08,530 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 13:32:08,545 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 13:32:08,560 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:32:08,574 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:32:08,586 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 13:32:08,601 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:32:08,616 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:32:08,629 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:32:08,643 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 13:32:08,659 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:32:08,674 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:32:08,689 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:32:08,702 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:32:08,716 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:32:08,731 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:32:08,746 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:32:08,762 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,778 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,790 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,805 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,820 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:32:08,834 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:32:08,849 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:32:08,860 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:08,874 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:08,887 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:08,898 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 13:32:08,910 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 13:32:08,925 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 13:32:08,939 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 13:32:08,954 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 13:32:08,968 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 13:32:08,977 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 13:32:08,991 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.918, mIoU: 0.660
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2023-07-25 13:32:09,036 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:09,051 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 13:32:09,063 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 13:32:09,076 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 13:32:09,105 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 13:32:09,132 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 13:32:09,145 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 13:32:09,202 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 13:32:09,275 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 13:32:09,332 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 13:32:09,361 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.660
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2023-07-25 13:32:09,430 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 13:32:09,444 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 13:32:09,471 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 13:32:09,486 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 13:32:09,514 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,529 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,543 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,556 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,568 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 13:32:09,581 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 13:32:09,596 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 13:32:09,611 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 13:32:09,626 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 13:32:09,640 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 13:32:09,654 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 13:32:09,667 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 13:32:09,682 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,697 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,709 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,724 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,739 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 13:32:09,753 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,768 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,784 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,796 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,810 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,825 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,839 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,853 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,867 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 13:32:09,879 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 13:32:09,894 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,909 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,923 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,936 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,951 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,965 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,980 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 13:32:09,994 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 13:32:10,009 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 13:32:10,025 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 13:32:10,040 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 13:32:10,054 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 13:32:10,069 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 13:32:10,082 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 13:32:10,096 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.918, mIoU: 0.660
2023-07-25 13:32:10,111 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 13:32:10,126 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 13:32:10,139 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.918, mIoU: 0.661
2023-07-25 13:32:10,154 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:10,168 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:10,183 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:10,198 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,213 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:10,228 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 13:32:10,242 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,257 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,271 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,284 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 13:32:10,299 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:10,314 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:10,332 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:10,346 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 13:32:10,361 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,371 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-25 13:32:10,384 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 13:32:10,399 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 13:32:10,412 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.662
2023-07-25 13:32:10,427 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,439 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,452 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,467 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,483 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,498 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,513 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,526 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,540 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,553 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,567 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,582 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,597 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,612 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,626 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,641 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 13:32:10,653 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,668 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,682 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,695 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,708 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,721 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,736 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,751 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,764 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,780 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,796 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,811 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,823 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,836 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,843 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 13:32:10,858 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,873 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,887 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,902 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,917 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 13:32:10,931 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 13:32:10,947 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 13:32:10,962 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:10,975 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:10,989 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:11,003 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:11,019 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 13:32:11,034 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 13:32:11,046 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 13:32:11,059 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 13:32:11,071 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 13:32:11,086 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 13:32:11,099 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 13:32:11,112 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 13:32:11,125 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-25 13:32:11,139 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,154 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,166 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,179 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,192 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,204 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,218 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-25 13:32:11,233 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,247 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,262 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,276 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,291 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,304 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,319 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,333 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,350 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,365 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,380 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:11,395 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:11,408 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:11,421 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:11,434 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,448 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,464 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,477 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,490 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,504 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,519 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,534 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,549 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,563 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:11,576 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:11,591 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,603 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,617 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,631 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,646 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,661 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,674 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,689 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,704 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,716 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,729 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,745 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,760 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,775 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,790 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,803 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:11,817 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,831 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:11,843 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:11,858 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:11,874 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:11,887 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,902 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,915 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,929 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,944 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:11,957 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:11,970 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,984 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:11,999 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,012 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,028 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,042 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,056 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,068 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,083 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,098 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,114 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,127 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,140 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,153 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,169 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,182 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,195 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,210 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,225 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,238 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,253 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,269 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,284 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,300 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,315 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,329 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,344 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,358 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,370 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,383 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,398 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,410 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,423 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,436 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,451 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,465 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,480 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,496 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,508 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,523 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,537 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,551 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,565 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,577 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,590 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,601 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,616 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,631 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,644 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,658 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,669 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,681 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,695 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,710 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,722 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,736 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,749 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 13:32:12,764 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,777 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.667
2023-07-25 13:32:12,792 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,805 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,822 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,837 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:12,849 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,865 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,879 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,894 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,909 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:12,923 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,938 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,952 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:12,965 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,979 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 13:32:12,993 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,005 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,017 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,030 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,045 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:13,057 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,072 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,086 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-25 13:32:13,097 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,110 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,125 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,138 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,150 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,165 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,179 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,191 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:13,205 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,220 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,234 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,246 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,257 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,273 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:13,287 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:13,301 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:13,314 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:13,328 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:13,342 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:13,356 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,371 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,384 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,399 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,412 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,427 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,441 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,454 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,470 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,483 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,498 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:13,513 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:13,530 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:13,544 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,559 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,574 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,587 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,602 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,616 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:13,631 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,645 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,654 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,667 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,679 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,693 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,707 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,721 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,734 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,747 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,761 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,774 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,789 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,803 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,817 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,833 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,848 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:13,862 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,874 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,889 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,903 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,917 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 13:32:13,929 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,944 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,958 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,970 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:13,983 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:13,998 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:14,011 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:14,026 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:14,040 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:14,054 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,069 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,084 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,099 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:14,114 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,129 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,141 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,155 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:14,169 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,182 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,195 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,209 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,223 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,237 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,251 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,263 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,276 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,291 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,304 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,316 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,330 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,342 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,357 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,370 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,384 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,399 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 13:32:14,413 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 13:32:14,422 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,438 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,453 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,466 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,480 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,494 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,508 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,521 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,535 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,549 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,564 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,578 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,592 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:14,608 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,624 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,636 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,651 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,665 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 13:32:14,679 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 13:32:14,692 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 13:32:14,706 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,721 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,735 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,743 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,755 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 13:32:14,768 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 13:32:14,780 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 13:32:14,791 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 13:32:14,806 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 13:32:14,820 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 13:32:14,836 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 13:32:14,849 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,862 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,876 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,887 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,901 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:14,914 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:14,928 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:14,943 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:14,957 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:14,972 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:14,983 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:14,995 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,010 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,024 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,038 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,053 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,065 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,075 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,086 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,098 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,109 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,123 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,136 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:15,150 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 13:32:15,165 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,179 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,193 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,208 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,222 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,237 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,252 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,266 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,281 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,296 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,312 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:15,325 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,338 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,353 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,365 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,381 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,393 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:15,408 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,422 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,439 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,454 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,467 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,482 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,496 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,510 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,524 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,537 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,549 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,563 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,577 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,592 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,606 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 13:32:15,620 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 13:32:15,635 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 13:32:15,650 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,665 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,677 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,692 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,702 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,715 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,730 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,741 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,756 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,771 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 13:32:15,786 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:15,801 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 13:32:15,816 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,831 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,846 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,859 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,874 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:15,886 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:15,900 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,914 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,927 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:15,941 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:15,953 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 13:32:15,968 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 13:32:15,982 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:15,997 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,011 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,025 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,038 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,050 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,065 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,077 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,090 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,105 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:16,120 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:16,134 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 13:32:16,146 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 13:32:16,159 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,173 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,188 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,203 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,216 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,228 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,242 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,257 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,272 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,287 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,302 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 13:32:16,317 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,330 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,345 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,360 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,374 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,388 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,402 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,415 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,430 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,444 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,459 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,471 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 13:32:16,486 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 13:32:16,500 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,515 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,528 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,542 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,556 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,570 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,585 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,599 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,613 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,626 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,640 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,656 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,668 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,683 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,695 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,704 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,718 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,733 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,745 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,760 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,775 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,788 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,801 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,815 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,829 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,844 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,861 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,876 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,893 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:16,907 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,919 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,934 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,948 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:16,963 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,975 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:16,988 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,002 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,016 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,031 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,046 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 13:32:17,113 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,128 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,142 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,156 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,169 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,183 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,197 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,212 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,226 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,238 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 13:32:17,266 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,279 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 13:32:17,321 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 13:32:17,350 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,360 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,373 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,388 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,403 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,416 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 13:32:17,487 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 13:32:17,514 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,529 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,541 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,554 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,568 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,582 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,597 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,611 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,624 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,638 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,653 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,665 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,679 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,693 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,708 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,722 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,734 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,746 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,761 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,775 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,789 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:17,801 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,815 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,831 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,844 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,854 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,869 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,886 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,900 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:17,914 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 13:32:17,927 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,941 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 13:32:17,954 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 13:32:17,967 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:17,981 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:17,995 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,009 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,024 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,039 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,053 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,066 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,080 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,093 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,107 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,122 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,137 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,149 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,164 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,175 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,190 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,205 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,219 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,232 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,247 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,262 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,277 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,288 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,303 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,317 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-25 13:32:18,328 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-25 13:32:18,342 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:18,357 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:18,372 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:18,385 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:18,397 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,411 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 13:32:18,425 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,439 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,452 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 13:32:18,467 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,479 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,492 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,506 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,520 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,535 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-25 13:32:18,549 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,564 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,577 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,591 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,605 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,619 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,633 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,646 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,659 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,674 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,689 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,704 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,718 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,731 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,746 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:18,761 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:18,774 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,788 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,803 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,818 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,833 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,847 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,862 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,878 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,891 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,906 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,920 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,932 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-25 13:32:18,946 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:18,960 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:18,973 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:18,987 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-25 13:32:19,001 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,015 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-25 13:32:19,028 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,042 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-25 13:32:19,055 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,069 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,083 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,097 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,111 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,126 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,138 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,151 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,165 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,180 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,193 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,207 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,222 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,236 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,250 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,264 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,278 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,293 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,305 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,318 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,331 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,344 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,356 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,371 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,386 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,398 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,411 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,425 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,436 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,450 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,465 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,480 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,494 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,509 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,521 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,535 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,549 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,562 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,577 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,591 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,606 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,619 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,633 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:19,647 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,661 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,675 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,687 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,701 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,715 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,730 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,744 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,757 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,771 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,787 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,802 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,816 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:19,831 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-25 13:32:19,870 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,884 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,897 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,911 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-25 13:32:19,942 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,955 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:19,967 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-25 13:32:19,992 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.920, mIoU: 0.670
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2023-07-25 13:32:20,020 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,034 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:20,048 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:20,060 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:20,074 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,088 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:20,101 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 13:32:20,114 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,128 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,141 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,155 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,166 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,181 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,195 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 13:32:20,209 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:20,223 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:20,236 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:20,248 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:20,261 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 13:32:20,276 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,290 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,302 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,315 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,329 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,344 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,358 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,371 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,386 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,403 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,418 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,434 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,449 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,457 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,472 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,485 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,498 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,512 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,527 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:20,541 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,556 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,571 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,585 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,600 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,612 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,626 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,642 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,656 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,671 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,685 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,701 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,713 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,727 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,742 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,757 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,769 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,783 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,798 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,812 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,827 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,841 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,856 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,870 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,885 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,898 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:20,912 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,926 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,941 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:20,956 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,970 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:20,985 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-25 13:32:20,997 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,012 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,027 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,041 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,056 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,070 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,085 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,100 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,112 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,127 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,140 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,154 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,169 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 13:32:21,183 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-25 13:32:21,198 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,213 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,227 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,236 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,251 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 13:32:21,264 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,278 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,294 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,308 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,323 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,334 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,343 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,360 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,374 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,388 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,400 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,415 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,429 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,441 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,456 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,470 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,483 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,497 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,509 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,523 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,537 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,550 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,563 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,577 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,591 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.667
2023-07-25 13:32:21,606 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,621 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,634 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,647 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,662 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 13:32:21,678 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 13:32:38,078 semantic_segmentation INFO: Iters: 56810/150000 || Lr: 0.013031 || Task Loss: 0.3794 || KD Loss: 0.0873|| 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, 2:46:22 || Estimated Time: 1 day, 19:55:03
2023-07-25 13:32:54,451 semantic_segmentation INFO: Iters: 56820/150000 || Lr: 0.013030 || Task Loss: 0.4426 || KD Loss: 0.1351|| 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, 2:46:38 || Estimated Time: 1 day, 19:54:45
2023-07-25 13:33:10,849 semantic_segmentation INFO: Iters: 56830/150000 || Lr: 0.013029 || Task Loss: 0.4195 || KD Loss: 0.0716|| 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, 2:46:55 || Estimated Time: 1 day, 19:54:27
2023-07-25 13:33:27,235 semantic_segmentation INFO: Iters: 56840/150000 || Lr: 0.013027 || Task Loss: 0.3839 || KD Loss: 0.0748|| 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, 2:47:11 || Estimated Time: 1 day, 19:54:09
2023-07-25 13:33:43,634 semantic_segmentation INFO: Iters: 56850/150000 || Lr: 0.013026 || Task Loss: 0.4956 || KD Loss: 0.1253|| 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, 2:47:28 || Estimated Time: 1 day, 19:53:51
2023-07-25 13:34:00,212 semantic_segmentation INFO: Iters: 56860/150000 || Lr: 0.013025 || Task Loss: 0.6479 || KD Loss: 0.1946|| 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, 2:47:44 || Estimated Time: 1 day, 19:53:33
2023-07-25 13:34:16,798 semantic_segmentation INFO: Iters: 56870/150000 || Lr: 0.013024 || Task Loss: 0.6244 || KD Loss: 0.2046|| 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: 1 day, 2:48:01 || Estimated Time: 1 day, 19:53:16
2023-07-25 13:34:33,755 semantic_segmentation INFO: Iters: 56880/150000 || Lr: 0.013022 || Task Loss: 0.5340 || KD Loss: 0.1143|| 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, 2:48:18 || Estimated Time: 1 day, 19:52:59
2023-07-25 13:34:53,355 semantic_segmentation INFO: Iters: 56890/150000 || Lr: 0.013021 || Task Loss: 0.5555 || KD Loss: 0.1058|| 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, 2:48:37 || Estimated Time: 1 day, 19:52:46
2023-07-25 13:35:09,737 semantic_segmentation INFO: Iters: 56900/150000 || Lr: 0.013020 || Task Loss: 0.4248 || KD Loss: 0.0988|| 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, 2:48:54 || Estimated Time: 1 day, 19:52:28
2023-07-25 13:35:26,050 semantic_segmentation INFO: Iters: 56910/150000 || Lr: 0.013019 || Task Loss: 0.4460 || KD Loss: 0.0792|| 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, 2:49:10 || Estimated Time: 1 day, 19:52:10
2023-07-25 13:35:42,362 semantic_segmentation INFO: Iters: 56920/150000 || Lr: 0.013017 || Task Loss: 0.7246 || KD Loss: 0.1864|| 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, 2:49:26 || Estimated Time: 1 day, 19:51:52
2023-07-25 13:35:58,788 semantic_segmentation INFO: Iters: 56930/150000 || Lr: 0.013016 || Task Loss: 0.3788 || KD Loss: 0.0724|| 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, 2:49:43 || Estimated Time: 1 day, 19:51:34
2023-07-25 13:36:15,176 semantic_segmentation INFO: Iters: 56940/150000 || Lr: 0.013015 || Task Loss: 0.3086 || KD Loss: 0.0796|| 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, 2:49:59 || Estimated Time: 1 day, 19:51:16
2023-07-25 13:36:31,577 semantic_segmentation INFO: Iters: 56950/150000 || Lr: 0.013014 || Task Loss: 0.4861 || KD Loss: 0.0872|| 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, 2:50:16 || Estimated Time: 1 day, 19:50:59
2023-07-25 13:36:47,953 semantic_segmentation INFO: Iters: 56960/150000 || Lr: 0.013012 || Task Loss: 0.8230 || KD Loss: 0.3271|| 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, 2:50:32 || Estimated Time: 1 day, 19:50:41
2023-07-25 13:37:04,332 semantic_segmentation INFO: Iters: 56970/150000 || Lr: 0.013011 || Task Loss: 0.3346 || KD Loss: 0.0675|| 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, 2:50:48 || Estimated Time: 1 day, 19:50:23
2023-07-25 13:37:20,697 semantic_segmentation INFO: Iters: 56980/150000 || Lr: 0.013010 || Task Loss: 0.4426 || KD Loss: 0.0709|| 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, 2:51:05 || Estimated Time: 1 day, 19:50:05
2023-07-25 13:37:37,108 semantic_segmentation INFO: Iters: 56990/150000 || Lr: 0.013009 || Task Loss: 0.5453 || KD Loss: 0.1205|| 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, 2:51:21 || Estimated Time: 1 day, 19:49:47
2023-07-25 13:37:53,481 semantic_segmentation INFO: Iters: 57000/150000 || Lr: 0.013007 || Task Loss: 0.5122 || KD Loss: 0.1080|| 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: 1 day, 2:51:37 || Estimated Time: 1 day, 19:49:29
2023-07-25 13:38:09,877 semantic_segmentation INFO: Iters: 57010/150000 || Lr: 0.013006 || Task Loss: 0.4492 || KD Loss: 0.0970|| 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, 2:51:54 || Estimated Time: 1 day, 19:49:11
2023-07-25 13:38:26,358 semantic_segmentation INFO: Iters: 57020/150000 || Lr: 0.013005 || Task Loss: 0.4445 || KD Loss: 0.1126|| 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, 2:52:10 || Estimated Time: 1 day, 19:48:53
2023-07-25 13:38:42,831 semantic_segmentation INFO: Iters: 57030/150000 || Lr: 0.013004 || Task Loss: 0.3801 || KD Loss: 0.0939|| 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, 2:52:27 || Estimated Time: 1 day, 19:48:36
2023-07-25 13:38:59,235 semantic_segmentation INFO: Iters: 57040/150000 || Lr: 0.013002 || Task Loss: 0.4341 || KD Loss: 0.1427|| 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, 2:52:43 || Estimated Time: 1 day, 19:48:18
2023-07-25 13:39:15,608 semantic_segmentation INFO: Iters: 57050/150000 || Lr: 0.013001 || Task Loss: 0.4228 || KD Loss: 0.1081|| 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, 2:53:00 || Estimated Time: 1 day, 19:48:00
2023-07-25 13:39:31,939 semantic_segmentation INFO: Iters: 57060/150000 || Lr: 0.013000 || Task Loss: 0.2602 || KD Loss: 0.0538|| 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, 2:53:16 || Estimated Time: 1 day, 19:47:42
2023-07-25 13:39:48,382 semantic_segmentation INFO: Iters: 57070/150000 || Lr: 0.012998 || Task Loss: 0.4404 || KD Loss: 0.1025|| 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, 2:53:32 || Estimated Time: 1 day, 19:47:24
2023-07-25 13:40:04,750 semantic_segmentation INFO: Iters: 57080/150000 || Lr: 0.012997 || Task Loss: 0.5002 || KD Loss: 0.1394|| 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, 2:53:49 || Estimated Time: 1 day, 19:47:06
2023-07-25 13:40:21,147 semantic_segmentation INFO: Iters: 57090/150000 || Lr: 0.012996 || Task Loss: 0.3762 || KD Loss: 0.0765|| 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, 2:54:05 || Estimated Time: 1 day, 19:46:48
2023-07-25 13:40:37,523 semantic_segmentation INFO: Iters: 57100/150000 || Lr: 0.012995 || Task Loss: 0.4245 || KD Loss: 0.1180|| 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, 2:54:22 || Estimated Time: 1 day, 19:46:30
2023-07-25 13:40:53,884 semantic_segmentation INFO: Iters: 57110/150000 || Lr: 0.012993 || Task Loss: 0.4997 || KD Loss: 0.1561|| 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, 2:54:38 || Estimated Time: 1 day, 19:46:12
2023-07-25 13:41:10,303 semantic_segmentation INFO: Iters: 57120/150000 || Lr: 0.012992 || Task Loss: 0.3289 || KD Loss: 0.0571|| 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, 2:54:54 || Estimated Time: 1 day, 19:45:54
2023-07-25 13:41:26,664 semantic_segmentation INFO: Iters: 57130/150000 || Lr: 0.012991 || Task Loss: 0.3853 || KD Loss: 0.0625|| 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, 2:55:11 || Estimated Time: 1 day, 19:45:37
2023-07-25 13:41:43,059 semantic_segmentation INFO: Iters: 57140/150000 || Lr: 0.012990 || Task Loss: 0.3562 || KD Loss: 0.0648|| 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, 2:55:27 || Estimated Time: 1 day, 19:45:19
2023-07-25 13:41:59,450 semantic_segmentation INFO: Iters: 57150/150000 || Lr: 0.012988 || Task Loss: 0.5325 || KD Loss: 0.1481|| 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, 2:55:43 || Estimated Time: 1 day, 19:45:01
2023-07-25 13:42:15,830 semantic_segmentation INFO: Iters: 57160/150000 || Lr: 0.012987 || Task Loss: 0.4711 || KD Loss: 0.1720|| 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, 2:56:00 || Estimated Time: 1 day, 19:44:43
2023-07-25 13:42:32,203 semantic_segmentation INFO: Iters: 57170/150000 || Lr: 0.012986 || Task Loss: 0.5256 || KD Loss: 0.1174|| 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: 1 day, 2:56:16 || Estimated Time: 1 day, 19:44:25
2023-07-25 13:42:48,583 semantic_segmentation INFO: Iters: 57180/150000 || Lr: 0.012985 || Task Loss: 0.5383 || KD Loss: 0.1566|| 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, 2:56:33 || Estimated Time: 1 day, 19:44:07
2023-07-25 13:43:04,968 semantic_segmentation INFO: Iters: 57190/150000 || Lr: 0.012983 || Task Loss: 0.6561 || KD Loss: 0.1419|| 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: 1 day, 2:56:49 || Estimated Time: 1 day, 19:43:49
2023-07-25 13:43:21,347 semantic_segmentation INFO: Iters: 57200/150000 || Lr: 0.012982 || Task Loss: 0.3129 || KD Loss: 0.0534|| 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, 2:57:05 || Estimated Time: 1 day, 19:43:31
2023-07-25 13:43:37,739 semantic_segmentation INFO: Iters: 57210/150000 || Lr: 0.012981 || Task Loss: 0.3236 || KD Loss: 0.0770|| 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, 2:57:22 || Estimated Time: 1 day, 19:43:13
2023-07-25 13:43:54,145 semantic_segmentation INFO: Iters: 57220/150000 || Lr: 0.012980 || Task Loss: 0.3982 || KD Loss: 0.0924|| 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, 2:57:38 || Estimated Time: 1 day, 19:42:55
2023-07-25 13:44:10,485 semantic_segmentation INFO: Iters: 57230/150000 || Lr: 0.012978 || Task Loss: 0.4401 || KD Loss: 0.0615|| 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, 2:57:54 || Estimated Time: 1 day, 19:42:37
2023-07-25 13:44:26,878 semantic_segmentation INFO: Iters: 57240/150000 || Lr: 0.012977 || Task Loss: 0.3877 || KD Loss: 0.0603|| 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, 2:58:11 || Estimated Time: 1 day, 19:42:20
2023-07-25 13:44:43,278 semantic_segmentation INFO: Iters: 57250/150000 || Lr: 0.012976 || Task Loss: 0.5799 || KD Loss: 0.0924|| 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, 2:58:27 || Estimated Time: 1 day, 19:42:02
2023-07-25 13:44:59,675 semantic_segmentation INFO: Iters: 57260/150000 || Lr: 0.012975 || Task Loss: 0.3469 || KD Loss: 0.0777|| 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, 2:58:44 || Estimated Time: 1 day, 19:41:44
2023-07-25 13:45:16,060 semantic_segmentation INFO: Iters: 57270/150000 || Lr: 0.012973 || Task Loss: 0.3450 || KD Loss: 0.0670|| 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, 2:59:00 || Estimated Time: 1 day, 19:41:26
2023-07-25 13:45:32,446 semantic_segmentation INFO: Iters: 57280/150000 || Lr: 0.012972 || Task Loss: 0.4503 || KD Loss: 0.1116|| 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, 2:59:16 || Estimated Time: 1 day, 19:41:08
2023-07-25 13:45:48,829 semantic_segmentation INFO: Iters: 57290/150000 || Lr: 0.012971 || Task Loss: 0.3757 || KD Loss: 0.0608|| 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, 2:59:33 || Estimated Time: 1 day, 19:40:50
2023-07-25 13:46:05,188 semantic_segmentation INFO: Iters: 57300/150000 || Lr: 0.012970 || Task Loss: 0.4028 || KD Loss: 0.0973|| 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: 1 day, 2:59:49 || Estimated Time: 1 day, 19:40:32
2023-07-25 13:46:21,584 semantic_segmentation INFO: Iters: 57310/150000 || Lr: 0.012968 || Task Loss: 0.2581 || KD Loss: 0.0519|| 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, 3:00:06 || Estimated Time: 1 day, 19:40:14
2023-07-25 13:46:37,964 semantic_segmentation INFO: Iters: 57320/150000 || Lr: 0.012967 || Task Loss: 0.3971 || KD Loss: 0.0937|| 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, 3:00:22 || Estimated Time: 1 day, 19:39:56
2023-07-25 13:46:54,284 semantic_segmentation INFO: Iters: 57330/150000 || Lr: 0.012966 || Task Loss: 0.3681 || KD Loss: 0.0639|| 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, 3:00:38 || Estimated Time: 1 day, 19:39:38
2023-07-25 13:47:10,736 semantic_segmentation INFO: Iters: 57340/150000 || Lr: 0.012964 || Task Loss: 0.4116 || KD Loss: 0.0886|| 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, 3:00:55 || Estimated Time: 1 day, 19:39:21
2023-07-25 13:47:27,101 semantic_segmentation INFO: Iters: 57350/150000 || Lr: 0.012963 || Task Loss: 0.3048 || KD Loss: 0.0603|| 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, 3:01:11 || Estimated Time: 1 day, 19:39:03
2023-07-25 13:47:43,499 semantic_segmentation INFO: Iters: 57360/150000 || Lr: 0.012962 || Task Loss: 0.3646 || KD Loss: 0.0725|| 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, 3:01:27 || Estimated Time: 1 day, 19:38:45
2023-07-25 13:47:59,892 semantic_segmentation INFO: Iters: 57370/150000 || Lr: 0.012961 || Task Loss: 0.5294 || KD Loss: 0.1077|| 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, 3:01:44 || Estimated Time: 1 day, 19:38:27
2023-07-25 13:48:16,284 semantic_segmentation INFO: Iters: 57380/150000 || Lr: 0.012959 || Task Loss: 0.4115 || KD Loss: 0.0468|| 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, 3:02:00 || Estimated Time: 1 day, 19:38:09
2023-07-25 13:48:32,749 semantic_segmentation INFO: Iters: 57390/150000 || Lr: 0.012958 || Task Loss: 0.2911 || KD Loss: 0.0729|| 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, 3:02:17 || Estimated Time: 1 day, 19:37:51
2023-07-25 13:48:49,227 semantic_segmentation INFO: Iters: 57400/150000 || Lr: 0.012957 || Task Loss: 0.3534 || KD Loss: 0.0795|| 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, 3:02:33 || Estimated Time: 1 day, 19:37:34
2023-07-25 13:49:05,610 semantic_segmentation INFO: Iters: 57410/150000 || Lr: 0.012956 || Task Loss: 0.4688 || KD Loss: 0.0981|| 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, 3:02:50 || Estimated Time: 1 day, 19:37:16
2023-07-25 13:49:22,001 semantic_segmentation INFO: Iters: 57420/150000 || Lr: 0.012954 || Task Loss: 0.3365 || KD Loss: 0.0403|| 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: 1 day, 3:03:06 || Estimated Time: 1 day, 19:36:58
2023-07-25 13:49:38,404 semantic_segmentation INFO: Iters: 57430/150000 || Lr: 0.012953 || Task Loss: 0.6482 || KD Loss: 0.1455|| 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, 3:03:22 || Estimated Time: 1 day, 19:36:40
2023-07-25 13:49:54,790 semantic_segmentation INFO: Iters: 57440/150000 || Lr: 0.012952 || Task Loss: 0.4641 || KD Loss: 0.0984|| 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, 3:03:39 || Estimated Time: 1 day, 19:36:22
2023-07-25 13:50:11,155 semantic_segmentation INFO: Iters: 57450/150000 || Lr: 0.012951 || Task Loss: 0.4389 || KD Loss: 0.0931|| 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, 3:03:55 || Estimated Time: 1 day, 19:36:04
2023-07-25 13:50:27,537 semantic_segmentation INFO: Iters: 57460/150000 || Lr: 0.012949 || Task Loss: 0.5712 || KD Loss: 0.0638|| 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, 3:04:12 || Estimated Time: 1 day, 19:35:46
2023-07-25 13:50:43,924 semantic_segmentation INFO: Iters: 57470/150000 || Lr: 0.012948 || Task Loss: 0.4254 || KD Loss: 0.0768|| 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, 3:04:28 || Estimated Time: 1 day, 19:35:28
2023-07-25 13:51:00,318 semantic_segmentation INFO: Iters: 57480/150000 || Lr: 0.012947 || Task Loss: 0.3722 || KD Loss: 0.0555|| 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, 3:04:44 || Estimated Time: 1 day, 19:35:11
2023-07-25 13:51:16,705 semantic_segmentation INFO: Iters: 57490/150000 || Lr: 0.012946 || Task Loss: 0.3919 || KD Loss: 0.0911|| 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, 3:05:01 || Estimated Time: 1 day, 19:34:53
2023-07-25 13:51:33,100 semantic_segmentation INFO: Iters: 57500/150000 || Lr: 0.012944 || Task Loss: 0.4326 || KD Loss: 0.0872|| 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, 3:05:17 || Estimated Time: 1 day, 19:34:35
2023-07-25 13:51:49,496 semantic_segmentation INFO: Iters: 57510/150000 || Lr: 0.012943 || Task Loss: 0.3474 || KD Loss: 0.0736|| 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, 3:05:33 || Estimated Time: 1 day, 19:34:17
2023-07-25 13:52:05,859 semantic_segmentation INFO: Iters: 57520/150000 || Lr: 0.012942 || Task Loss: 0.4729 || KD Loss: 0.0938|| 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, 3:05:50 || Estimated Time: 1 day, 19:33:59
2023-07-25 13:52:22,238 semantic_segmentation INFO: Iters: 57530/150000 || Lr: 0.012941 || Task Loss: 0.6451 || KD Loss: 0.2447|| 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, 3:06:06 || Estimated Time: 1 day, 19:33:41
2023-07-25 13:52:38,621 semantic_segmentation INFO: Iters: 57540/150000 || Lr: 0.012939 || Task Loss: 0.4075 || KD Loss: 0.0825|| 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, 3:06:23 || Estimated Time: 1 day, 19:33:23
2023-07-25 13:52:55,006 semantic_segmentation INFO: Iters: 57550/150000 || Lr: 0.012938 || Task Loss: 0.2163 || KD Loss: 0.0455|| 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, 3:06:39 || Estimated Time: 1 day, 19:33:05
2023-07-25 13:53:11,390 semantic_segmentation INFO: Iters: 57560/150000 || Lr: 0.012937 || Task Loss: 0.4377 || KD Loss: 0.1181|| 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, 3:06:55 || Estimated Time: 1 day, 19:32:47
2023-07-25 13:53:27,758 semantic_segmentation INFO: Iters: 57570/150000 || Lr: 0.012936 || Task Loss: 0.2482 || KD Loss: 0.0490|| 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, 3:07:12 || Estimated Time: 1 day, 19:32:30
2023-07-25 13:53:44,045 semantic_segmentation INFO: Iters: 57580/150000 || Lr: 0.012934 || Task Loss: 0.3766 || KD Loss: 0.0529|| 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, 3:07:28 || Estimated Time: 1 day, 19:32:12
2023-07-25 13:54:00,381 semantic_segmentation INFO: Iters: 57590/150000 || Lr: 0.012933 || Task Loss: 0.3281 || KD Loss: 0.0785|| 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, 3:07:44 || Estimated Time: 1 day, 19:31:54
2023-07-25 13:54:16,696 semantic_segmentation INFO: Iters: 57600/150000 || Lr: 0.012932 || Task Loss: 0.4115 || KD Loss: 0.0866|| 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, 3:08:01 || Estimated Time: 1 day, 19:31:36
2023-07-25 13:54:17,323 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 13:54:17,773 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.088
2023-07-25 13:54:17,803 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.133
2023-07-25 13:54:17,814 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.171
2023-07-25 13:54:17,829 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.170
2023-07-25 13:54:17,841 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.245
2023-07-25 13:54:17,853 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.290
2023-07-25 13:54:17,867 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.323
2023-07-25 13:54:17,881 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.327
2023-07-25 13:54:17,892 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.367
2023-07-25 13:54:17,906 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.410
2023-07-25 13:54:17,920 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.461
2023-07-25 13:54:17,934 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.449
2023-07-25 13:54:17,946 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.449
2023-07-25 13:54:17,959 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.429
2023-07-25 13:54:17,972 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.427
2023-07-25 13:54:17,984 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.423
2023-07-25 13:54:17,995 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.916, mIoU: 0.421
2023-07-25 13:54:18,007 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.421
2023-07-25 13:54:18,020 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.921, mIoU: 0.419
2023-07-25 13:54:18,036 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.464
2023-07-25 13:54:18,051 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-25 13:54:18,067 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.477
2023-07-25 13:54:18,081 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.508
2023-07-25 13:54:18,096 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.515
2023-07-25 13:54:18,111 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.500
2023-07-25 13:54:18,124 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.505
2023-07-25 13:54:18,138 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-25 13:54:18,149 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.504
2023-07-25 13:54:18,164 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.494
2023-07-25 13:54:18,179 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.918, mIoU: 0.495
2023-07-25 13:54:18,192 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.495
2023-07-25 13:54:18,206 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.494
2023-07-25 13:54:18,220 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.500
2023-07-25 13:54:18,234 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.495
2023-07-25 13:54:18,248 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.906, mIoU: 0.485
2023-07-25 13:54:18,262 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.908, mIoU: 0.485
2023-07-25 13:54:18,274 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-25 13:54:18,286 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.912, mIoU: 0.530
2023-07-25 13:54:18,301 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.533
2023-07-25 13:54:18,313 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.532
2023-07-25 13:54:18,326 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-25 13:54:18,340 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.560
2023-07-25 13:54:18,353 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-25 13:54:18,366 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.555
2023-07-25 13:54:18,380 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.563
2023-07-25 13:54:18,394 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-25 13:54:18,407 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.915, mIoU: 0.570
2023-07-25 13:54:18,418 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.916, mIoU: 0.570
2023-07-25 13:54:18,432 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.572
2023-07-25 13:54:18,447 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.572
2023-07-25 13:54:18,463 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-25 13:54:18,477 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-25 13:54:18,490 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.919, mIoU: 0.572
2023-07-25 13:54:18,505 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.919, mIoU: 0.568
2023-07-25 13:54:18,520 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-25 13:54:18,533 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.572
2023-07-25 13:54:18,549 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-25 13:54:18,566 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-25 13:54:18,579 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-25 13:54:18,594 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-25 13:54:18,607 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.916, mIoU: 0.590
2023-07-25 13:54:18,622 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-25 13:54:18,635 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.917, mIoU: 0.587
2023-07-25 13:54:18,652 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.596
2023-07-25 13:54:18,666 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.594
2023-07-25 13:54:18,682 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-25 13:54:18,697 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-25 13:54:18,710 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.638
2023-07-25 13:54:18,725 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.639
2023-07-25 13:54:18,740 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.630
2023-07-25 13:54:18,755 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:54:18,768 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 13:54:18,782 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 13:54:18,797 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 13:54:18,811 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 13:54:18,826 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 13:54:18,840 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 13:54:18,849 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 13:54:18,864 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 13:54:18,879 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 13:54:18,892 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 13:54:18,907 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 13:54:18,921 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.663
2023-07-25 13:54:18,936 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 13:54:18,951 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 13:54:18,965 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 13:54:18,980 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:18,994 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:19,008 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:19,021 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:19,035 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 13:54:19,051 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 13:54:19,067 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 13:54:19,083 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.916, mIoU: 0.659
2023-07-25 13:54:19,098 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 13:54:19,113 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 13:54:19,126 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 13:54:19,139 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 13:54:19,154 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-25 13:54:19,168 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 13:54:19,183 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 13:54:19,197 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 13:54:19,210 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-25 13:54:21,935 semantic_segmentation INFO: Sample: 301, Validation pixAcc: 0.905, mIoU: 0.624
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2023-07-25 13:54:22,342 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.908, mIoU: 0.632
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2023-07-25 13:54:22,399 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.908, mIoU: 0.629
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2023-07-25 13:54:22,786 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.906, mIoU: 0.623
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2023-07-25 13:54:22,957 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.905, mIoU: 0.610
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2023-07-25 13:54:24,523 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.629
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2023-07-25 13:54:24,710 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 13:54:24,725 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,737 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,752 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 13:54:24,766 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 13:54:24,781 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 13:54:24,795 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 13:54:24,809 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,821 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,835 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,849 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 13:54:24,862 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 13:54:24,876 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 13:54:24,891 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 13:54:24,906 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 13:54:24,919 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 13:54:24,932 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 13:54:24,946 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 13:54:24,960 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 13:54:24,974 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 13:54:24,989 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 13:54:25,003 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 13:54:25,016 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 13:54:25,031 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 13:54:25,046 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 13:54:25,059 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 13:54:25,074 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 13:54:25,085 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 13:54:25,100 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 13:54:25,113 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 13:54:25,125 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 13:54:25,138 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 13:54:25,156 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,172 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,186 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,200 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,209 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,223 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,238 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,252 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,266 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,280 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,292 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,305 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,319 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,334 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,348 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,360 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,372 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,387 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,402 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,417 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,429 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 13:54:25,444 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:25,459 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:25,475 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:25,487 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,502 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,517 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:25,529 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,544 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,558 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,572 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:25,587 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,600 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,615 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,630 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,647 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:25,657 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 13:54:25,672 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,688 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:25,700 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,715 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,728 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,743 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,758 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,773 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:25,786 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,798 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,810 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,824 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:25,839 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,854 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,867 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,881 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,894 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,909 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,923 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:25,936 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,950 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,964 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:25,978 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:25,992 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,006 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,018 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,033 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,048 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,063 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,078 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,093 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,104 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,119 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,134 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,149 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,164 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,179 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,194 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,209 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,223 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 13:54:26,238 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 13:54:26,252 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 13:54:26,267 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 13:54:26,281 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 13:54:26,295 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,307 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,321 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 13:54:26,335 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 13:54:26,349 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 13:54:26,361 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 13:54:26,376 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 13:54:26,389 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 13:54:26,403 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 13:54:26,418 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,433 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 13:54:26,447 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 13:54:26,461 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,476 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,489 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,503 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,516 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,530 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,548 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,562 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:26,576 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,586 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,599 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 13:54:26,613 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,626 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,641 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,654 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,667 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,682 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,698 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,714 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 13:54:26,729 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,742 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,756 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,770 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,784 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,799 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:26,814 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,828 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,842 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,856 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,869 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,883 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 13:54:26,897 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:26,910 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:26,923 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:26,937 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-25 13:54:26,978 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-25 13:54:27,007 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 13:54:27,021 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-25 13:54:27,085 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-25 13:54:27,144 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 13:54:27,187 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 13:54:27,231 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.915, mIoU: 0.643
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2023-07-25 13:54:27,258 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 13:54:27,271 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 13:54:27,283 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.915, mIoU: 0.644
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2023-07-25 13:54:27,378 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:27,405 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.645
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2023-07-25 13:54:27,446 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,460 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,475 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,489 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,503 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,517 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,531 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,546 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,562 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,577 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:54:27,591 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:27,606 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:27,618 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:27,630 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:27,643 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,658 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,674 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,687 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,700 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,715 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,729 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,745 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,760 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,775 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,787 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 13:54:27,802 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 13:54:27,815 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,829 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,844 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,858 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,874 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,887 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:54:27,902 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,917 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:54:27,930 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:54:27,942 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:27,957 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:27,971 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:27,986 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 13:54:28,000 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 13:54:28,011 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:28,023 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:28,037 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:28,049 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 13:54:28,064 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 13:54:28,081 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,094 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,109 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,122 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,137 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,151 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,164 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,178 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,193 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,209 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,222 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,237 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,251 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,264 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,277 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,291 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,305 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,321 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,333 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,346 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,358 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,373 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,385 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,398 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,412 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,426 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,438 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,452 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,468 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:28,483 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,499 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,512 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,524 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,538 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,551 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,563 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,576 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:28,592 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,605 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,618 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,632 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,647 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:28,662 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,677 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,690 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,703 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,717 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,732 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,747 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,761 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,774 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,786 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,798 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,813 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,828 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,841 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,855 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:28,865 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,878 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:28,892 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,907 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,920 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,934 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,947 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,961 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,974 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:28,989 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:29,001 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,016 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,030 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,042 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,057 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,072 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,086 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,101 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,116 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,130 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,145 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,159 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,173 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,188 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,201 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,214 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,228 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,244 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,258 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,274 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,289 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,300 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,314 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,329 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:29,344 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:29,356 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,371 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,385 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,398 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:29,411 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:29,426 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:29,440 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:29,452 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,463 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,479 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,493 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,508 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,520 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:29,535 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,549 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,564 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,578 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,591 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,605 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,618 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,632 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,646 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,659 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,674 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,686 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,701 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,716 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:29,730 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:29,745 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,759 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,773 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,787 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,803 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,817 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,833 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,847 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,857 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,871 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,884 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,899 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,913 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,928 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:29,940 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,954 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:29,968 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,981 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:29,996 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:30,011 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:30,023 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:30,037 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:30,051 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 13:54:30,065 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:30,078 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:30,092 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:30,106 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,122 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,135 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,149 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,164 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,177 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,191 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,206 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,220 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,235 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,249 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,262 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:30,277 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:30,292 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:30,306 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,321 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,335 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,347 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,360 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,374 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,388 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,401 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,416 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,430 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,444 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,460 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,472 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:30,485 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,501 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,516 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,529 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,544 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:30,557 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:30,573 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:30,587 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:30,603 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:30,618 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:30,633 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:54:30,642 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,658 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,673 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,686 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,700 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,715 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,729 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,741 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:54:30,755 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:54:30,770 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:54:30,784 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 13:54:30,799 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 13:54:30,813 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 13:54:30,828 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:54:30,843 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:54:30,855 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 13:54:30,869 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 13:54:30,883 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 13:54:30,897 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:54:30,910 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 13:54:30,924 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,939 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,954 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,961 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,975 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:30,988 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 13:54:31,000 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:31,012 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 13:54:31,026 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:31,041 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:54:31,056 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 13:54:31,068 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,081 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,095 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,106 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,121 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:31,134 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:31,148 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,162 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,176 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,190 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,201 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,214 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,229 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,243 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,258 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 13:54:31,272 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,284 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,293 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,304 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,316 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,327 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,342 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,354 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:31,369 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 13:54:31,384 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:31,400 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:31,414 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,429 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,444 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,458 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,473 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,487 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,501 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:31,516 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,531 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:31,543 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,556 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,570 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,582 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,597 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,609 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,623 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,637 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,654 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,668 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,681 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,695 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:31,709 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:31,723 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:31,737 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:54:31,749 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:54:31,762 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:54:31,776 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 13:54:31,791 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:54:31,805 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:54:31,820 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 13:54:31,834 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:54:31,849 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 13:54:31,863 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,878 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,890 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,905 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,916 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,928 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,943 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,954 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:31,969 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:31,983 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:31,998 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,013 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,028 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,042 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,057 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,069 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,083 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,096 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,110 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,125 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,137 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,152 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,165 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,179 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,194 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,209 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,224 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,239 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,252 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,265 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,280 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,292 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,305 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 13:54:32,319 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:32,334 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:32,348 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:32,360 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 13:54:32,373 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,387 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,403 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,418 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,431 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,443 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,458 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,472 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 13:54:32,487 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,501 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,515 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,529 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,543 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,557 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,572 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 13:54:32,586 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 13:54:32,600 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:32,615 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:32,628 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:32,643 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:32,658 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 13:54:32,673 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:32,685 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 13:54:32,699 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,714 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,730 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,742 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,757 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,772 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,786 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,800 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,815 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,829 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:32,842 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:32,856 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:32,871 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,884 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,898 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,911 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,919 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:32,933 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,948 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,960 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 13:54:32,975 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:32,989 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,002 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,015 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,029 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,044 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,058 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,075 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,089 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,105 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,119 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,132 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,146 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,161 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,175 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,187 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,200 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,214 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,228 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,243 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,260 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 13:54:33,274 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,288 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,302 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,314 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,328 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,343 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,357 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,371 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,384 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:33,399 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,414 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:33,429 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,444 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,457 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,472 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,485 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,498 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,510 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,525 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,540 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,554 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,569 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,579 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,591 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,606 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:33,621 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 13:54:33,633 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,647 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,662 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,676 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,688 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,701 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,715 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,727 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,741 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,752 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,765 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,778 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,792 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,806 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,821 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 13:54:33,833 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,847 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,862 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,873 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:33,888 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-25 13:54:33,970 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,984 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:33,997 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,009 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,023 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,039 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,051 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,061 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-25 13:54:34,089 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,103 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,117 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 13:54:34,129 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 13:54:34,142 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 13:54:34,155 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 13:54:34,167 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,181 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,195 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,209 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,223 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,237 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,251 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,264 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,279 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,292 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,305 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,320 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,334 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,346 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,360 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,371 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,385 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,399 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,414 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,426 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,440 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.650
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2023-07-25 13:54:34,482 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,496 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,510 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,521 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,535 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,549 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,564 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,576 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,588 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,602 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,616 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,631 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 13:54:34,643 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,659 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,672 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,685 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,700 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,715 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,729 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 13:54:34,744 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,760 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,773 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,788 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-25 13:54:34,817 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,831 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,844 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,856 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,871 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,885 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,900 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,913 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:34,925 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,939 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:34,953 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,966 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,978 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:34,992 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:35,006 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:35,020 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 13:54:35,034 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 13:54:35,048 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.648
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2023-07-25 13:54:35,089 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:35,104 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 13:54:35,116 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.649
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2023-07-25 13:54:35,172 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.914, mIoU: 0.647
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2023-07-25 13:54:35,200 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,214 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,228 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,243 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,257 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,273 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 13:54:35,288 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 13:54:35,305 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,320 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,333 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,346 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:35,375 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,388 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,403 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,419 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,432 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,446 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,460 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,474 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,488 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,501 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,514 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,527 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,539 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:35,566 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,580 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:35,605 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,619 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,631 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,645 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:35,675 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:35,732 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 13:54:35,746 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:35,804 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:35,956 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.644
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2023-07-25 13:54:36,013 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:36,093 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:36,217 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.645
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2023-07-25 13:54:36,359 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.644
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2023-07-25 13:54:36,414 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.913, mIoU: 0.644
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2023-07-25 13:54:36,453 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:36,494 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:36,634 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 13:54:36,649 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:36,684 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:36,711 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:36,726 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.912, mIoU: 0.642
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2023-07-25 13:54:36,755 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:36,770 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.912, mIoU: 0.642
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2023-07-25 13:54:36,799 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,811 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,826 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.912, mIoU: 0.641
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2023-07-25 13:54:36,856 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,871 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,885 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,902 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,915 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,929 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 13:54:36,944 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.912, mIoU: 0.641
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2023-07-25 13:54:36,971 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.641
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2023-07-25 13:54:36,998 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:37,013 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:37,027 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 13:54:37,041 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 13:54:37,056 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-25 13:54:37,178 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 13:54:37,190 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:37,454 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.913, mIoU: 0.643
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2023-07-25 13:54:37,561 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.913, mIoU: 0.644
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2023-07-25 13:54:37,713 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 13:54:37,727 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:37,741 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:37,753 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:37,767 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:37,781 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 13:54:37,795 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:37,810 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:37,822 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:37,835 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:37,849 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:37,865 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 13:54:54,095 semantic_segmentation INFO: Iters: 57610/150000 || Lr: 0.012930 || Task Loss: 0.2752 || KD Loss: 0.0527|| 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, 3:08:38 || Estimated Time: 1 day, 19:31:51
2023-07-25 13:55:10,366 semantic_segmentation INFO: Iters: 57620/150000 || Lr: 0.012929 || Task Loss: 0.4300 || KD Loss: 0.0873|| 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, 3:08:54 || Estimated Time: 1 day, 19:31:33
2023-07-25 13:55:26,757 semantic_segmentation INFO: Iters: 57630/150000 || Lr: 0.012928 || Task Loss: 0.4054 || KD Loss: 0.1316|| 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, 3:09:11 || Estimated Time: 1 day, 19:31:15
2023-07-25 13:55:43,144 semantic_segmentation INFO: Iters: 57640/150000 || Lr: 0.012927 || Task Loss: 0.4385 || KD Loss: 0.1034|| 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, 3:09:27 || Estimated Time: 1 day, 19:30:58
2023-07-25 13:55:59,546 semantic_segmentation INFO: Iters: 57650/150000 || Lr: 0.012925 || Task Loss: 0.3683 || KD Loss: 0.0537|| 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, 3:09:44 || Estimated Time: 1 day, 19:30:40
2023-07-25 13:56:15,911 semantic_segmentation INFO: Iters: 57660/150000 || Lr: 0.012924 || Task Loss: 0.7406 || KD Loss: 0.2788|| 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, 3:10:00 || Estimated Time: 1 day, 19:30:22
2023-07-25 13:56:32,290 semantic_segmentation INFO: Iters: 57670/150000 || Lr: 0.012923 || Task Loss: 0.6860 || KD Loss: 0.1583|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2809|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:16 || Estimated Time: 1 day, 19:30:04
2023-07-25 13:56:48,692 semantic_segmentation INFO: Iters: 57680/150000 || Lr: 0.012922 || Task Loss: 0.3757 || KD Loss: 0.0894|| 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, 3:10:33 || Estimated Time: 1 day, 19:29:46
2023-07-25 13:57:05,068 semantic_segmentation INFO: Iters: 57690/150000 || Lr: 0.012920 || Task Loss: 0.3091 || KD Loss: 0.0701|| 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, 3:10:49 || Estimated Time: 1 day, 19:29:28
2023-07-25 13:57:21,443 semantic_segmentation INFO: Iters: 57700/150000 || Lr: 0.012919 || Task Loss: 0.4077 || KD Loss: 0.0860|| 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, 3:11:05 || Estimated Time: 1 day, 19:29:10
2023-07-25 13:57:37,826 semantic_segmentation INFO: Iters: 57710/150000 || Lr: 0.012918 || Task Loss: 0.5981 || KD Loss: 0.1280|| 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, 3:11:22 || Estimated Time: 1 day, 19:28:52
2023-07-25 13:57:55,652 semantic_segmentation INFO: Iters: 57720/150000 || Lr: 0.012917 || Task Loss: 0.2778 || KD Loss: 0.0630|| 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, 3:11:40 || Estimated Time: 1 day, 19:28:37
2023-07-25 13:58:14,087 semantic_segmentation INFO: Iters: 57730/150000 || Lr: 0.012915 || Task Loss: 0.3844 || KD Loss: 0.0869|| 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, 3:11:58 || Estimated Time: 1 day, 19:28:22
2023-07-25 13:58:30,418 semantic_segmentation INFO: Iters: 57740/150000 || Lr: 0.012914 || Task Loss: 0.5347 || KD Loss: 0.0872|| 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, 3:12:14 || Estimated Time: 1 day, 19:28:04
2023-07-25 13:58:46,850 semantic_segmentation INFO: Iters: 57750/150000 || Lr: 0.012913 || Task Loss: 0.4442 || KD Loss: 0.1106|| 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, 3:12:31 || Estimated Time: 1 day, 19:27:46
2023-07-25 13:59:03,224 semantic_segmentation INFO: Iters: 57760/150000 || Lr: 0.012912 || Task Loss: 0.3641 || KD Loss: 0.0883|| 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, 3:12:47 || Estimated Time: 1 day, 19:27:28
2023-07-25 13:59:19,625 semantic_segmentation INFO: Iters: 57770/150000 || Lr: 0.012910 || Task Loss: 0.6619 || KD Loss: 0.1691|| 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, 3:13:04 || Estimated Time: 1 day, 19:27:11
2023-07-25 13:59:35,993 semantic_segmentation INFO: Iters: 57780/150000 || Lr: 0.012909 || Task Loss: 0.3402 || KD Loss: 0.0599|| 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, 3:13:20 || Estimated Time: 1 day, 19:26:53
2023-07-25 13:59:52,374 semantic_segmentation INFO: Iters: 57790/150000 || Lr: 0.012908 || Task Loss: 0.4108 || KD Loss: 0.0881|| 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: 1 day, 3:13:36 || Estimated Time: 1 day, 19:26:35
2023-07-25 14:00:08,789 semantic_segmentation INFO: Iters: 57800/150000 || Lr: 0.012907 || Task Loss: 0.5285 || KD Loss: 0.1805|| 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, 3:13:53 || Estimated Time: 1 day, 19:26:17
2023-07-25 14:00:25,177 semantic_segmentation INFO: Iters: 57810/150000 || Lr: 0.012905 || Task Loss: 0.4202 || KD Loss: 0.0875|| 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, 3:14:09 || Estimated Time: 1 day, 19:25:59
2023-07-25 14:00:41,550 semantic_segmentation INFO: Iters: 57820/150000 || Lr: 0.012904 || Task Loss: 0.4310 || KD Loss: 0.0865|| 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: 1 day, 3:14:26 || Estimated Time: 1 day, 19:25:41
2023-07-25 14:00:57,910 semantic_segmentation INFO: Iters: 57830/150000 || Lr: 0.012903 || Task Loss: 0.3945 || KD Loss: 0.0602|| 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, 3:14:42 || Estimated Time: 1 day, 19:25:23
2023-07-25 14:01:14,325 semantic_segmentation INFO: Iters: 57840/150000 || Lr: 0.012902 || Task Loss: 0.4561 || KD Loss: 0.0933|| 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, 3:14:58 || Estimated Time: 1 day, 19:25:05
2023-07-25 14:01:30,706 semantic_segmentation INFO: Iters: 57850/150000 || Lr: 0.012900 || Task Loss: 0.4318 || KD Loss: 0.1110|| 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, 3:15:15 || Estimated Time: 1 day, 19:24:48
2023-07-25 14:01:47,075 semantic_segmentation INFO: Iters: 57860/150000 || Lr: 0.012899 || Task Loss: 0.2716 || KD Loss: 0.0426|| 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, 3:15:31 || Estimated Time: 1 day, 19:24:30
2023-07-25 14:02:03,408 semantic_segmentation INFO: Iters: 57870/150000 || Lr: 0.012898 || Task Loss: 0.3681 || KD Loss: 0.1097|| 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, 3:15:47 || Estimated Time: 1 day, 19:24:12
2023-07-25 14:02:19,796 semantic_segmentation INFO: Iters: 57880/150000 || Lr: 0.012896 || Task Loss: 0.3868 || KD Loss: 0.1065|| 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, 3:16:04 || Estimated Time: 1 day, 19:23:54
2023-07-25 14:02:36,239 semantic_segmentation INFO: Iters: 57890/150000 || Lr: 0.012895 || Task Loss: 0.4055 || KD Loss: 0.0624|| 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, 3:16:20 || Estimated Time: 1 day, 19:23:36
2023-07-25 14:02:52,617 semantic_segmentation INFO: Iters: 57900/150000 || Lr: 0.012894 || Task Loss: 0.5071 || KD Loss: 0.1333|| 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, 3:16:37 || Estimated Time: 1 day, 19:23:18
2023-07-25 14:03:08,962 semantic_segmentation INFO: Iters: 57910/150000 || Lr: 0.012893 || Task Loss: 0.6042 || KD Loss: 0.2465|| 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, 3:16:53 || Estimated Time: 1 day, 19:23:00
2023-07-25 14:03:25,376 semantic_segmentation INFO: Iters: 57920/150000 || Lr: 0.012891 || Task Loss: 0.3806 || KD Loss: 0.0926|| 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, 3:17:09 || Estimated Time: 1 day, 19:22:42
2023-07-25 14:03:41,688 semantic_segmentation INFO: Iters: 57930/150000 || Lr: 0.012890 || Task Loss: 0.5920 || KD Loss: 0.1023|| 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, 3:17:26 || Estimated Time: 1 day, 19:22:24
2023-07-25 14:03:57,930 semantic_segmentation INFO: Iters: 57940/150000 || Lr: 0.012889 || Task Loss: 0.3981 || KD Loss: 0.0853|| 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, 3:17:42 || Estimated Time: 1 day, 19:22:06
2023-07-25 14:04:14,256 semantic_segmentation INFO: Iters: 57950/150000 || Lr: 0.012888 || Task Loss: 0.4391 || KD Loss: 0.0923|| 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, 3:17:58 || Estimated Time: 1 day, 19:21:48
2023-07-25 14:04:30,509 semantic_segmentation INFO: Iters: 57960/150000 || Lr: 0.012886 || Task Loss: 0.4617 || KD Loss: 0.1135|| 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, 3:18:14 || Estimated Time: 1 day, 19:21:30
2023-07-25 14:04:46,812 semantic_segmentation INFO: Iters: 57970/150000 || Lr: 0.012885 || Task Loss: 0.3969 || KD Loss: 0.0865|| 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, 3:18:31 || Estimated Time: 1 day, 19:21:12
2023-07-25 14:05:03,355 semantic_segmentation INFO: Iters: 57980/150000 || Lr: 0.012884 || Task Loss: 0.3902 || KD Loss: 0.0747|| 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, 3:18:47 || Estimated Time: 1 day, 19:20:55
2023-07-25 14:05:19,654 semantic_segmentation INFO: Iters: 57990/150000 || Lr: 0.012883 || Task Loss: 0.4644 || KD Loss: 0.0898|| 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, 3:19:04 || Estimated Time: 1 day, 19:20:37
2023-07-25 14:05:36,046 semantic_segmentation INFO: Iters: 58000/150000 || Lr: 0.012881 || Task Loss: 0.6634 || KD Loss: 0.1587|| 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, 3:19:20 || Estimated Time: 1 day, 19:20:19
2023-07-25 14:05:52,410 semantic_segmentation INFO: Iters: 58010/150000 || Lr: 0.012880 || Task Loss: 0.3609 || KD Loss: 0.0738|| 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, 3:19:36 || Estimated Time: 1 day, 19:20:01
2023-07-25 14:06:08,817 semantic_segmentation INFO: Iters: 58020/150000 || Lr: 0.012879 || Task Loss: 0.4481 || KD Loss: 0.0855|| 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, 3:19:53 || Estimated Time: 1 day, 19:19:43
2023-07-25 14:06:25,197 semantic_segmentation INFO: Iters: 58030/150000 || Lr: 0.012878 || Task Loss: 0.3222 || KD Loss: 0.0521|| 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, 3:20:09 || Estimated Time: 1 day, 19:19:25
2023-07-25 14:06:41,571 semantic_segmentation INFO: Iters: 58040/150000 || Lr: 0.012876 || Task Loss: 0.5050 || KD Loss: 0.0804|| 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, 3:20:26 || Estimated Time: 1 day, 19:19:07
2023-07-25 14:06:57,927 semantic_segmentation INFO: Iters: 58050/150000 || Lr: 0.012875 || Task Loss: 0.3750 || KD Loss: 0.0915|| 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, 3:20:42 || Estimated Time: 1 day, 19:18:49
2023-07-25 14:07:14,343 semantic_segmentation INFO: Iters: 58060/150000 || Lr: 0.012874 || Task Loss: 0.4854 || KD Loss: 0.1158|| 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, 3:20:58 || Estimated Time: 1 day, 19:18:32
2023-07-25 14:07:30,732 semantic_segmentation INFO: Iters: 58070/150000 || Lr: 0.012873 || Task Loss: 0.4145 || KD Loss: 0.0933|| 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, 3:21:15 || Estimated Time: 1 day, 19:18:14
2023-07-25 14:07:47,120 semantic_segmentation INFO: Iters: 58080/150000 || Lr: 0.012871 || Task Loss: 0.5832 || KD Loss: 0.1551|| 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, 3:21:31 || Estimated Time: 1 day, 19:17:56
2023-07-25 14:08:03,519 semantic_segmentation INFO: Iters: 58090/150000 || Lr: 0.012870 || Task Loss: 0.5427 || KD Loss: 0.1882|| 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, 3:21:47 || Estimated Time: 1 day, 19:17:38
2023-07-25 14:08:19,870 semantic_segmentation INFO: Iters: 58100/150000 || Lr: 0.012869 || Task Loss: 0.3961 || KD Loss: 0.0767|| 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, 3:22:04 || Estimated Time: 1 day, 19:17:20
2023-07-25 14:08:36,260 semantic_segmentation INFO: Iters: 58110/150000 || Lr: 0.012867 || Task Loss: 0.5017 || KD Loss: 0.1012|| 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, 3:22:20 || Estimated Time: 1 day, 19:17:02
2023-07-25 14:08:52,646 semantic_segmentation INFO: Iters: 58120/150000 || Lr: 0.012866 || Task Loss: 0.5168 || KD Loss: 0.1695|| 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, 3:22:37 || Estimated Time: 1 day, 19:16:44
2023-07-25 14:09:09,031 semantic_segmentation INFO: Iters: 58130/150000 || Lr: 0.012865 || Task Loss: 0.3404 || KD Loss: 0.0579|| 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, 3:22:53 || Estimated Time: 1 day, 19:16:27
2023-07-25 14:09:25,403 semantic_segmentation INFO: Iters: 58140/150000 || Lr: 0.012864 || Task Loss: 0.4761 || 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: 1 day, 3:23:09 || Estimated Time: 1 day, 19:16:09
2023-07-25 14:09:41,809 semantic_segmentation INFO: Iters: 58150/150000 || Lr: 0.012862 || Task Loss: 0.3055 || KD Loss: 0.0679|| 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, 3:23:26 || Estimated Time: 1 day, 19:15:51
2023-07-25 14:09:58,184 semantic_segmentation INFO: Iters: 58160/150000 || Lr: 0.012861 || Task Loss: 0.7674 || KD Loss: 0.1528|| 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, 3:23:42 || Estimated Time: 1 day, 19:15:33
2023-07-25 14:10:14,574 semantic_segmentation INFO: Iters: 58170/150000 || Lr: 0.012860 || Task Loss: 0.4233 || KD Loss: 0.0788|| 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, 3:23:59 || Estimated Time: 1 day, 19:15:15
2023-07-25 14:10:30,983 semantic_segmentation INFO: Iters: 58180/150000 || Lr: 0.012859 || Task Loss: 0.5847 || KD Loss: 0.1501|| 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, 3:24:15 || Estimated Time: 1 day, 19:14:57
2023-07-25 14:10:47,515 semantic_segmentation INFO: Iters: 58190/150000 || Lr: 0.012857 || Task Loss: 0.5233 || KD Loss: 0.1098|| 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, 3:24:31 || Estimated Time: 1 day, 19:14:40
2023-07-25 14:11:03,925 semantic_segmentation INFO: Iters: 58200/150000 || Lr: 0.012856 || Task Loss: 0.4507 || KD Loss: 0.0978|| 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, 3:24:48 || Estimated Time: 1 day, 19:14:22
2023-07-25 14:11:20,345 semantic_segmentation INFO: Iters: 58210/150000 || Lr: 0.012855 || Task Loss: 0.4911 || KD Loss: 0.1388|| 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, 3:25:04 || Estimated Time: 1 day, 19:14:04
2023-07-25 14:11:36,808 semantic_segmentation INFO: Iters: 58220/150000 || Lr: 0.012854 || Task Loss: 0.5949 || KD Loss: 0.2278|| 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, 3:25:21 || Estimated Time: 1 day, 19:13:46
2023-07-25 14:11:53,292 semantic_segmentation INFO: Iters: 58230/150000 || Lr: 0.012852 || Task Loss: 0.7829 || KD Loss: 0.2126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:25:37 || Estimated Time: 1 day, 19:13:29
2023-07-25 14:12:09,673 semantic_segmentation INFO: Iters: 58240/150000 || Lr: 0.012851 || Task Loss: 0.4524 || KD Loss: 0.1305|| 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, 3:25:54 || Estimated Time: 1 day, 19:13:11
2023-07-25 14:12:26,063 semantic_segmentation INFO: Iters: 58250/150000 || Lr: 0.012850 || Task Loss: 0.3329 || KD Loss: 0.0890|| 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, 3:26:10 || Estimated Time: 1 day, 19:12:53
2023-07-25 14:12:42,438 semantic_segmentation INFO: Iters: 58260/150000 || Lr: 0.012849 || Task Loss: 0.4363 || KD Loss: 0.1109|| 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, 3:26:26 || Estimated Time: 1 day, 19:12:35
2023-07-25 14:12:58,830 semantic_segmentation INFO: Iters: 58270/150000 || Lr: 0.012847 || Task Loss: 0.4679 || KD Loss: 0.0785|| 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: 1 day, 3:26:43 || Estimated Time: 1 day, 19:12:17
2023-07-25 14:13:15,225 semantic_segmentation INFO: Iters: 58280/150000 || Lr: 0.012846 || Task Loss: 0.7472 || KD Loss: 0.3551|| 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, 3:26:59 || Estimated Time: 1 day, 19:11:59
2023-07-25 14:13:31,593 semantic_segmentation INFO: Iters: 58290/150000 || Lr: 0.012845 || Task Loss: 0.4385 || KD Loss: 0.0617|| 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, 3:27:16 || Estimated Time: 1 day, 19:11:41
2023-07-25 14:13:47,989 semantic_segmentation INFO: Iters: 58300/150000 || Lr: 0.012844 || Task Loss: 0.5526 || KD Loss: 0.2217|| 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, 3:27:32 || Estimated Time: 1 day, 19:11:24
2023-07-25 14:14:04,861 semantic_segmentation INFO: Iters: 58310/150000 || Lr: 0.012842 || Task Loss: 0.4921 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:49 || Estimated Time: 1 day, 19:11:07
2023-07-25 14:14:21,356 semantic_segmentation INFO: Iters: 58320/150000 || Lr: 0.012841 || Task Loss: 0.6624 || KD Loss: 0.2314|| 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, 3:28:05 || Estimated Time: 1 day, 19:10:49
2023-07-25 14:14:37,754 semantic_segmentation INFO: Iters: 58330/150000 || Lr: 0.012840 || Task Loss: 0.3939 || KD Loss: 0.0833|| 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, 3:28:22 || Estimated Time: 1 day, 19:10:31
2023-07-25 14:14:54,135 semantic_segmentation INFO: Iters: 58340/150000 || Lr: 0.012838 || Task Loss: 0.4859 || KD Loss: 0.0905|| 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, 3:28:38 || Estimated Time: 1 day, 19:10:13
2023-07-25 14:15:10,536 semantic_segmentation INFO: Iters: 58350/150000 || Lr: 0.012837 || Task Loss: 0.5543 || KD Loss: 0.1761|| 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, 3:28:55 || Estimated Time: 1 day, 19:09:55
2023-07-25 14:15:27,100 semantic_segmentation INFO: Iters: 58360/150000 || Lr: 0.012836 || Task Loss: 0.7312 || KD Loss: 0.1494|| 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: 1 day, 3:29:11 || Estimated Time: 1 day, 19:09:38
2023-07-25 14:15:43,440 semantic_segmentation INFO: Iters: 58370/150000 || Lr: 0.012835 || Task Loss: 0.5198 || KD Loss: 0.1218|| 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, 3:29:27 || Estimated Time: 1 day, 19:09:20
2023-07-25 14:15:59,850 semantic_segmentation INFO: Iters: 58380/150000 || Lr: 0.012833 || Task Loss: 0.4813 || KD Loss: 0.1415|| 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, 3:29:44 || Estimated Time: 1 day, 19:09:02
2023-07-25 14:16:16,275 semantic_segmentation INFO: Iters: 58390/150000 || Lr: 0.012832 || Task Loss: 0.3381 || KD Loss: 0.0904|| 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, 3:30:00 || Estimated Time: 1 day, 19:08:44
2023-07-25 14:16:32,706 semantic_segmentation INFO: Iters: 58400/150000 || Lr: 0.012831 || Task Loss: 0.3975 || KD Loss: 0.0692|| 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, 3:30:17 || Estimated Time: 1 day, 19:08:26
2023-07-25 14:16:32,953 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 14:16:33,422 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-25 14:16:33,443 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.135
2023-07-25 14:16:33,455 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.168
2023-07-25 14:16:33,468 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.167
2023-07-25 14:16:33,481 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.240
2023-07-25 14:16:33,493 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.282
2023-07-25 14:16:33,507 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.323
2023-07-25 14:16:33,521 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.328
2023-07-25 14:16:33,533 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.344
2023-07-25 14:16:33,547 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.385
2023-07-25 14:16:33,562 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.416
2023-07-25 14:16:33,576 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.460
2023-07-25 14:16:33,589 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.907, mIoU: 0.417
2023-07-25 14:16:33,603 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.908, mIoU: 0.399
2023-07-25 14:16:33,617 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.912, mIoU: 0.395
2023-07-25 14:16:33,629 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.390
2023-07-25 14:16:33,640 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.381
2023-07-25 14:16:33,653 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.381
2023-07-25 14:16:33,667 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.911, mIoU: 0.383
2023-07-25 14:16:33,683 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.431
2023-07-25 14:16:33,697 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.916, mIoU: 0.432
2023-07-25 14:16:33,712 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.437
2023-07-25 14:16:33,726 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.469
2023-07-25 14:16:33,743 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.916, mIoU: 0.480
2023-07-25 14:16:33,760 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.486
2023-07-25 14:16:33,775 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.494
2023-07-25 14:16:33,790 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.501
2023-07-25 14:16:33,802 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.502
2023-07-25 14:16:33,818 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.492
2023-07-25 14:16:33,833 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.492
2023-07-25 14:16:33,848 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.493
2023-07-25 14:16:33,864 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.492
2023-07-25 14:16:33,879 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.499
2023-07-25 14:16:33,895 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.499
2023-07-25 14:16:33,910 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.532
2023-07-25 14:16:33,925 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.927, mIoU: 0.532
2023-07-25 14:16:33,938 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.532
2023-07-25 14:16:33,950 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-25 14:16:33,966 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.924, mIoU: 0.566
2023-07-25 14:16:33,978 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-25 14:16:33,990 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-25 14:16:34,004 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-25 14:16:34,018 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.580
2023-07-25 14:16:34,030 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.580
2023-07-25 14:16:34,044 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.591
2023-07-25 14:16:34,058 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-25 14:16:34,071 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.597
2023-07-25 14:16:34,082 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-25 14:16:34,096 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.592
2023-07-25 14:16:34,111 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.587
2023-07-25 14:16:34,126 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.588
2023-07-25 14:16:34,140 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.588
2023-07-25 14:16:34,153 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-25 14:16:34,167 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.582
2023-07-25 14:16:34,182 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-25 14:16:34,195 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-25 14:16:34,209 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.581
2023-07-25 14:16:34,226 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.582
2023-07-25 14:16:34,238 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.584
2023-07-25 14:16:34,253 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-25 14:16:34,267 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-25 14:16:34,281 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-25 14:16:34,294 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-25 14:16:34,311 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-25 14:16:34,323 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-25 14:16:34,338 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-25 14:16:34,352 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-25 14:16:34,366 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-25 14:16:34,381 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-25 14:16:34,396 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-25 14:16:34,414 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 14:16:34,428 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 14:16:34,443 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:34,458 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 14:16:34,473 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 14:16:34,488 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 14:16:34,503 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:34,513 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 14:16:34,528 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 14:16:34,545 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:34,558 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:16:34,572 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 14:16:34,587 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 14:16:34,601 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 14:16:34,616 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 14:16:34,630 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 14:16:34,645 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.641
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2023-07-25 14:16:34,673 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 14:16:34,686 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-25 14:16:34,700 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-25 14:16:34,715 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.918, mIoU: 0.629
2023-07-25 14:16:34,729 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.918, mIoU: 0.632
2023-07-25 14:16:34,744 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 14:16:34,758 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 14:16:34,775 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 14:16:34,788 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 14:16:34,802 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 14:16:34,817 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 14:16:34,831 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.650
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2023-07-25 14:16:34,861 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 14:16:34,874 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.649
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2023-07-25 14:16:35,012 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.652
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2023-07-25 14:16:35,105 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.643
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2023-07-25 14:16:35,132 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.920, mIoU: 0.642
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2023-07-25 14:16:35,193 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.643
2023-07-25 14:16:35,209 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-25 14:16:35,218 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 14:16:35,230 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 14:16:35,245 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 14:16:35,260 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-25 14:16:35,273 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 14:16:35,288 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-25 14:16:35,300 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.628
2023-07-25 14:16:35,313 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.918, mIoU: 0.629
2023-07-25 14:16:35,327 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 14:16:35,340 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.916, mIoU: 0.626
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2023-07-25 14:16:35,413 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.917, mIoU: 0.624
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2023-07-25 14:16:35,599 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-25 14:16:35,629 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.641
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2023-07-25 14:16:35,865 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.917, mIoU: 0.632
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2023-07-25 14:16:35,920 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.917, mIoU: 0.630
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2023-07-25 14:16:36,218 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.919, mIoU: 0.639
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2023-07-25 14:16:39,366 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.918, mIoU: 0.638
2023-07-25 14:16:39,381 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.918, mIoU: 0.639
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2023-07-25 14:16:39,436 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-25 14:16:39,581 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.919, mIoU: 0.643
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2023-07-25 14:16:39,829 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.919, mIoU: 0.642
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2023-07-25 14:16:39,934 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 14:16:39,947 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 14:16:39,963 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 14:16:39,975 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 14:16:39,990 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 14:16:40,006 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 14:16:40,021 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.919, mIoU: 0.645
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2023-07-25 14:16:40,092 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.920, mIoU: 0.646
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2023-07-25 14:16:40,120 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 14:16:40,130 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 14:16:40,145 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.920, mIoU: 0.647
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2023-07-25 14:16:40,172 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 14:16:40,186 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 14:16:40,200 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 14:16:40,210 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 14:16:40,222 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 14:16:40,236 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 14:16:40,251 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:16:40,262 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:16:40,289 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:16:40,304 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:16:40,320 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:16:40,334 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:16:40,343 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 14:16:40,373 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 14:16:40,401 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 14:16:40,416 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.922, mIoU: 0.656
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2023-07-25 14:16:40,562 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 14:16:40,577 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:16:40,674 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-25 14:16:40,702 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-25 14:16:40,734 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 14:16:40,747 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 14:16:40,762 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 14:16:40,778 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 14:16:40,790 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 14:16:40,805 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 14:16:40,816 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 14:16:40,831 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 14:16:40,843 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 14:16:40,855 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 14:16:40,867 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 14:16:40,881 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 14:16:40,933 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 14:16:40,947 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 14:16:40,962 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 14:16:40,977 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 14:16:40,992 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:16:41,006 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 14:16:41,113 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:16:41,127 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 14:16:41,155 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:16:41,170 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:16:41,185 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:16:41,200 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:16:41,213 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:16:41,228 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 14:16:41,396 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-25 14:16:41,491 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 14:16:41,954 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-25 14:16:42,053 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-25 14:16:42,080 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,095 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,108 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,122 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,137 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,152 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,166 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,181 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,195 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,209 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,223 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:42,237 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:42,251 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:42,269 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:42,283 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,298 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,308 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,321 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,335 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,348 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,362 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,375 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,388 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,402 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,418 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,432 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,448 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,460 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,474 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,487 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,500 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,516 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,531 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,546 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,560 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,575 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,587 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,602 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 14:16:42,616 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,629 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,642 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,655 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,670 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,685 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,697 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,712 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,727 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,741 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,754 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,767 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:42,775 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,789 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,805 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,819 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,835 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,849 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:42,864 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:42,879 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:42,894 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:42,906 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:42,921 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:42,935 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:42,949 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:42,963 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:42,975 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:42,988 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:43,000 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,014 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,026 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,039 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,051 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,065 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:43,080 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:43,092 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,105 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,117 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,128 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,142 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,157 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,171 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,185 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,200 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,215 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,227 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,242 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,257 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,273 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 14:16:43,288 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 14:16:43,303 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,318 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,331 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:43,343 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:43,356 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,371 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,387 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,399 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,412 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:43,427 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,441 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,456 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,471 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,485 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,498 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,514 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,528 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,542 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,558 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,572 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,587 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,599 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,614 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,629 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,641 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,653 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,668 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 14:16:43,683 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,697 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,711 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 14:16:43,722 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,735 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:43,748 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 14:16:43,760 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 14:16:43,775 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,792 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,805 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,820 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,833 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,847 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,862 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,875 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,888 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,902 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,917 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,930 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,944 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:43,959 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,972 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,985 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:43,999 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,014 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,030 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,043 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,057 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,070 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:44,084 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,097 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 14:16:44,109 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 14:16:44,123 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,137 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,149 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,164 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,179 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:44,194 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,209 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,222 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,234 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,248 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,261 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,274 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,287 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,302 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,315 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,328 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,342 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,358 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,372 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,388 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,400 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,413 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,427 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,441 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:44,455 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:44,469 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:44,481 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:44,494 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,504 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,519 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,534 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,549 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,563 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,574 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,586 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,600 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,615 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:44,627 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:44,642 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,654 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,669 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,681 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,696 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:44,708 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,723 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,737 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,749 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:44,764 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,779 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,793 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,807 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,822 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,836 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,850 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,863 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,878 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:44,892 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,904 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,917 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,930 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,945 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:44,959 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,975 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:44,990 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,001 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,015 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,031 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,046 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,059 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,074 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,088 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,101 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,115 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,130 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,144 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,157 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,169 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 14:16:45,185 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,200 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,215 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,228 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,243 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,258 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,273 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,288 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 14:16:45,301 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 14:16:45,315 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 14:16:45,328 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 14:16:45,343 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:45,356 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:45,369 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,384 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,397 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,411 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,426 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,440 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 14:16:45,454 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,468 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,482 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,496 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,511 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,525 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,540 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,556 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,566 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,580 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,592 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,606 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,620 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,635 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,648 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:45,662 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:45,677 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,691 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,706 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,721 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:45,734 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:45,749 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:45,763 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,778 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,790 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,805 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,819 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,834 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,847 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:45,862 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:45,877 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,889 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,903 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,918 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,931 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,945 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,957 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,971 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:45,986 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,000 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,015 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,029 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,044 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,057 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,069 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,083 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,095 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,108 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,122 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,136 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,150 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,165 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,177 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,189 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,204 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,218 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,230 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,245 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,257 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,272 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,286 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,301 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,316 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,330 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,339 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,354 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,369 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,381 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,395 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,409 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,424 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,436 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,451 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,466 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,481 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,495 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,510 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,526 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,541 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,554 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,570 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,585 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,599 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:46,612 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,626 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,641 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,656 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,663 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,675 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,688 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,700 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,711 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,726 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,740 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,754 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:46,766 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:46,778 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:46,793 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:46,803 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:46,818 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:46,831 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,845 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,860 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,875 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,890 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,902 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,915 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,930 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,945 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,960 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:46,975 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,988 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:46,998 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,009 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,022 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,034 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,049 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,062 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 14:16:47,076 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,091 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,105 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,119 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,133 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,147 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,161 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,176 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,190 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,203 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,217 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,232 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,244 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,256 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,271 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,283 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,299 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,311 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,326 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,340 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 14:16:47,357 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,372 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,385 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,400 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,414 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,429 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,443 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,456 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,468 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,483 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,497 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,512 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,526 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,541 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,557 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 14:16:47,573 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,588 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:47,600 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 14:16:47,615 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,625 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,637 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,652 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,663 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,678 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,692 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,707 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,722 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,737 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,752 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,766 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,779 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,793 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,806 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,820 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,835 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,847 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,862 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,874 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,889 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,903 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:47,918 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,933 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,947 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,960 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,972 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,987 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:47,999 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,012 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,027 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,042 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,057 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,070 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,082 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,097 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:48,112 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:48,127 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:48,140 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,153 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:48,167 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 14:16:48,182 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,196 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,211 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,225 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,239 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,253 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,268 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,283 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,297 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,311 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,325 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,338 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,353 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,367 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,382 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:48,394 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 14:16:48,408 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 14:16:48,423 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,438 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,450 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,465 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,479 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,493 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,509 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,523 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 14:16:48,539 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,553 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:48,568 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,588 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,601 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,616 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,629 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 14:16:48,638 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:48,653 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:48,668 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:48,682 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:48,697 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:48,711 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:48,723 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:48,735 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:48,749 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:48,763 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,777 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,793 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,806 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:48,821 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 14:16:48,835 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,847 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,861 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,875 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,888 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,900 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,912 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,927 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,941 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,955 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,969 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:48,981 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:48,996 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,009 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,021 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,036 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,051 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,066 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,080 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:49,093 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:49,107 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,122 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,137 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,152 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,165 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,180 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,193 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,206 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,218 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,233 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,248 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,263 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,278 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,288 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,300 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,315 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,330 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,341 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,355 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,370 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,384 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:49,397 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 14:16:49,410 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,423 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,436 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,449 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,461 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,487 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,515 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,529 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,542 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,557 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:49,571 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:49,583 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:49,597 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 14:16:49,613 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,641 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,653 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,679 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 14:16:49,694 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,720 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 14:16:49,861 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 14:16:50,003 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 14:16:50,128 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,142 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,155 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 14:16:50,239 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,250 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,265 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,279 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,294 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,307 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,319 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 14:16:50,334 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 14:16:50,348 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 14:16:50,363 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,376 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,391 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 14:16:50,404 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:50,417 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:50,431 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:50,446 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:50,460 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 14:16:50,475 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,490 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,503 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,518 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,532 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,546 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,561 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,574 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,587 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,603 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,619 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,634 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,646 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,659 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,674 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 14:16:50,688 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,701 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,714 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,728 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,743 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,757 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,772 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,787 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,802 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,815 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,829 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,843 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,856 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,870 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,885 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:50,899 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,913 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,928 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:50,942 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,956 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,969 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,984 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:50,998 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,013 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,026 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 14:16:51,041 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,056 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,068 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,080 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,094 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,109 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,121 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,136 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,150 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,165 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,179 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,194 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,208 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,222 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,235 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,247 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,260 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,273 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,285 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,300 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,314 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,327 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,340 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,354 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:51,365 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:51,379 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,394 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,409 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,423 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,438 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,450 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,465 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,479 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,491 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,506 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,521 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,536 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,549 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,564 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:51,579 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,594 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,608 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,624 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,640 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,655 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,669 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,683 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,695 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,710 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,724 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 14:16:51,739 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,753 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,768 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,782 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,797 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,806 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,820 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,832 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 14:16:51,845 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,861 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-25 14:16:51,888 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:51,900 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 14:16:51,926 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:51,940 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:51,953 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,968 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:51,982 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 14:16:52,010 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,025 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,037 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,053 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,067 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,080 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,095 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 14:16:52,106 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 14:16:52,151 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 14:16:52,178 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:52,191 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:52,204 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 14:16:52,219 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,233 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,245 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-25 14:16:52,313 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,328 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,344 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:52,359 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,374 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,389 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:52,397 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-25 14:16:52,424 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-25 14:16:52,510 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 14:16:52,540 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 14:16:52,751 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 14:16:52,794 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 14:16:52,850 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 14:16:52,922 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:52,935 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:52,949 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:52,964 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:52,979 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:52,994 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,008 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,023 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,037 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,050 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,064 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,077 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,091 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,105 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,119 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,134 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,148 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,162 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,171 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,185 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,198 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,212 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,226 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 14:16:53,241 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,255 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,266 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,275 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,292 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,306 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,320 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,333 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,347 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,361 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,374 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,388 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,403 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,416 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,431 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,443 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,458 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,472 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,486 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,499 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,513 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,528 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:16:53,542 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:53,559 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:53,571 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:53,585 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:53,599 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 14:16:53,615 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 14:17:09,947 semantic_segmentation INFO: Iters: 58410/150000 || Lr: 0.012830 || Task Loss: 0.4669 || KD Loss: 0.0970|| 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, 3:30:54 || Estimated Time: 1 day, 19:08:41
2023-07-25 14:17:26,300 semantic_segmentation INFO: Iters: 58420/150000 || Lr: 0.012828 || Task Loss: 0.3723 || KD Loss: 0.0540|| 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, 3:31:10 || Estimated Time: 1 day, 19:08:23
2023-07-25 14:17:42,702 semantic_segmentation INFO: Iters: 58430/150000 || Lr: 0.012827 || Task Loss: 0.4517 || KD Loss: 0.1313|| 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: 1 day, 3:31:27 || Estimated Time: 1 day, 19:08:06
2023-07-25 14:17:59,079 semantic_segmentation INFO: Iters: 58440/150000 || Lr: 0.012826 || Task Loss: 0.6799 || KD Loss: 0.1757|| 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, 3:31:43 || Estimated Time: 1 day, 19:07:48
2023-07-25 14:18:15,603 semantic_segmentation INFO: Iters: 58450/150000 || Lr: 0.012825 || Task Loss: 0.4030 || KD Loss: 0.1028|| 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, 3:32:00 || Estimated Time: 1 day, 19:07:30
2023-07-25 14:18:32,233 semantic_segmentation INFO: Iters: 58460/150000 || Lr: 0.012823 || Task Loss: 0.5209 || KD Loss: 0.1121|| 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: 1 day, 3:32:16 || Estimated Time: 1 day, 19:07:13
2023-07-25 14:18:48,624 semantic_segmentation INFO: Iters: 58470/150000 || Lr: 0.012822 || Task Loss: 0.4848 || KD Loss: 0.1365|| 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, 3:32:33 || Estimated Time: 1 day, 19:06:55
2023-07-25 14:19:05,019 semantic_segmentation INFO: Iters: 58480/150000 || Lr: 0.012821 || Task Loss: 0.4373 || KD Loss: 0.1234|| 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, 3:32:49 || Estimated Time: 1 day, 19:06:37
2023-07-25 14:19:21,422 semantic_segmentation INFO: Iters: 58490/150000 || Lr: 0.012820 || Task Loss: 0.5556 || KD Loss: 0.1496|| 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, 3:33:05 || Estimated Time: 1 day, 19:06:19
2023-07-25 14:19:37,973 semantic_segmentation INFO: Iters: 58500/150000 || Lr: 0.012818 || Task Loss: 0.3939 || KD Loss: 0.0721|| 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, 3:33:22 || Estimated Time: 1 day, 19:06:01
2023-07-25 14:19:54,371 semantic_segmentation INFO: Iters: 58510/150000 || Lr: 0.012817 || Task Loss: 0.5225 || KD Loss: 0.0970|| 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, 3:33:38 || Estimated Time: 1 day, 19:05:44
2023-07-25 14:20:10,768 semantic_segmentation INFO: Iters: 58520/150000 || Lr: 0.012816 || Task Loss: 0.7006 || KD Loss: 0.3133|| 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, 3:33:55 || Estimated Time: 1 day, 19:05:26
2023-07-25 14:20:27,162 semantic_segmentation INFO: Iters: 58530/150000 || Lr: 0.012815 || Task Loss: 0.5496 || KD Loss: 0.1426|| 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, 3:34:11 || Estimated Time: 1 day, 19:05:08
2023-07-25 14:20:43,667 semantic_segmentation INFO: Iters: 58540/150000 || Lr: 0.012813 || Task Loss: 0.4456 || KD Loss: 0.1292|| 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, 3:34:28 || Estimated Time: 1 day, 19:04:50
2023-07-25 14:21:00,373 semantic_segmentation INFO: Iters: 58550/150000 || Lr: 0.012812 || Task Loss: 0.4479 || KD Loss: 0.1016|| 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, 3:34:44 || Estimated Time: 1 day, 19:04:33
2023-07-25 14:21:20,152 semantic_segmentation INFO: Iters: 58560/150000 || Lr: 0.012811 || Task Loss: 0.4908 || KD Loss: 0.0779|| 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, 3:35:04 || Estimated Time: 1 day, 19:04:20
2023-07-25 14:21:36,518 semantic_segmentation INFO: Iters: 58570/150000 || Lr: 0.012809 || Task Loss: 0.4494 || KD Loss: 0.0707|| 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, 3:35:20 || Estimated Time: 1 day, 19:04:03
2023-07-25 14:21:52,900 semantic_segmentation INFO: Iters: 58580/150000 || Lr: 0.012808 || Task Loss: 0.5844 || KD Loss: 0.0763|| 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, 3:35:37 || Estimated Time: 1 day, 19:03:45
2023-07-25 14:22:09,334 semantic_segmentation INFO: Iters: 58590/150000 || Lr: 0.012807 || Task Loss: 0.4811 || KD Loss: 0.1206|| 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, 3:35:53 || Estimated Time: 1 day, 19:03:27
2023-07-25 14:22:25,728 semantic_segmentation INFO: Iters: 58600/150000 || Lr: 0.012806 || Task Loss: 0.4282 || KD Loss: 0.0777|| 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, 3:36:10 || Estimated Time: 1 day, 19:03:09
2023-07-25 14:22:42,218 semantic_segmentation INFO: Iters: 58610/150000 || Lr: 0.012804 || Task Loss: 0.5543 || KD Loss: 0.1404|| 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, 3:36:26 || Estimated Time: 1 day, 19:02:51
2023-07-25 14:22:58,698 semantic_segmentation INFO: Iters: 58620/150000 || Lr: 0.012803 || Task Loss: 0.4704 || KD Loss: 0.1020|| 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, 3:36:43 || Estimated Time: 1 day, 19:02:34
2023-07-25 14:23:15,098 semantic_segmentation INFO: Iters: 58630/150000 || Lr: 0.012802 || Task Loss: 0.4108 || KD Loss: 0.0734|| 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, 3:36:59 || Estimated Time: 1 day, 19:02:16
2023-07-25 14:23:31,476 semantic_segmentation INFO: Iters: 58640/150000 || Lr: 0.012801 || Task Loss: 0.3233 || KD Loss: 0.0699|| 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, 3:37:15 || Estimated Time: 1 day, 19:01:58
2023-07-25 14:23:47,950 semantic_segmentation INFO: Iters: 58650/150000 || Lr: 0.012799 || Task Loss: 0.3236 || KD Loss: 0.0382|| 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, 3:37:32 || Estimated Time: 1 day, 19:01:40
2023-07-25 14:24:04,454 semantic_segmentation INFO: Iters: 58660/150000 || Lr: 0.012798 || Task Loss: 0.5562 || KD Loss: 0.1004|| 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, 3:37:48 || Estimated Time: 1 day, 19:01:23
2023-07-25 14:24:20,860 semantic_segmentation INFO: Iters: 58670/150000 || Lr: 0.012797 || Task Loss: 0.4168 || KD Loss: 0.0674|| 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, 3:38:05 || Estimated Time: 1 day, 19:01:05
2023-07-25 14:24:37,317 semantic_segmentation INFO: Iters: 58680/150000 || Lr: 0.012796 || Task Loss: 0.5075 || KD Loss: 0.1667|| 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, 3:38:21 || Estimated Time: 1 day, 19:00:47
2023-07-25 14:24:53,794 semantic_segmentation INFO: Iters: 58690/150000 || Lr: 0.012794 || Task Loss: 0.3115 || KD Loss: 0.0465|| 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, 3:38:38 || Estimated Time: 1 day, 19:00:29
2023-07-25 14:25:10,165 semantic_segmentation INFO: Iters: 58700/150000 || Lr: 0.012793 || Task Loss: 0.3575 || KD Loss: 0.1150|| 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, 3:38:54 || Estimated Time: 1 day, 19:00:12
2023-07-25 14:25:26,570 semantic_segmentation INFO: Iters: 58710/150000 || Lr: 0.012792 || Task Loss: 0.3918 || KD Loss: 0.0624|| 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, 3:39:11 || Estimated Time: 1 day, 18:59:54
2023-07-25 14:25:42,968 semantic_segmentation INFO: Iters: 58720/150000 || Lr: 0.012791 || Task Loss: 0.5714 || KD Loss: 0.0716|| 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, 3:39:27 || Estimated Time: 1 day, 18:59:36
2023-07-25 14:25:59,436 semantic_segmentation INFO: Iters: 58730/150000 || Lr: 0.012789 || Task Loss: 0.5162 || KD Loss: 0.0848|| 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, 3:39:43 || Estimated Time: 1 day, 18:59:18
2023-07-25 14:26:15,903 semantic_segmentation INFO: Iters: 58740/150000 || Lr: 0.012788 || Task Loss: 0.4113 || KD Loss: 0.0915|| 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, 3:40:00 || Estimated Time: 1 day, 18:59:00
2023-07-25 14:26:32,301 semantic_segmentation INFO: Iters: 58750/150000 || Lr: 0.012787 || Task Loss: 0.4003 || KD Loss: 0.0804|| 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, 3:40:16 || Estimated Time: 1 day, 18:58:43
2023-07-25 14:26:48,669 semantic_segmentation INFO: Iters: 58760/150000 || Lr: 0.012786 || Task Loss: 0.4822 || KD Loss: 0.1037|| 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, 3:40:33 || Estimated Time: 1 day, 18:58:25
2023-07-25 14:27:05,076 semantic_segmentation INFO: Iters: 58770/150000 || Lr: 0.012784 || Task Loss: 0.5643 || KD Loss: 0.1161|| 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, 3:40:49 || Estimated Time: 1 day, 18:58:07
2023-07-25 14:27:21,620 semantic_segmentation INFO: Iters: 58780/150000 || Lr: 0.012783 || Task Loss: 0.5037 || KD Loss: 0.0964|| 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, 3:41:06 || Estimated Time: 1 day, 18:57:49
2023-07-25 14:27:38,047 semantic_segmentation INFO: Iters: 58790/150000 || Lr: 0.012782 || Task Loss: 0.6066 || KD Loss: 0.2044|| 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, 3:41:22 || Estimated Time: 1 day, 18:57:32
2023-07-25 14:27:54,418 semantic_segmentation INFO: Iters: 58800/150000 || Lr: 0.012780 || Task Loss: 0.5642 || KD Loss: 0.2018|| 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: 1 day, 3:41:38 || Estimated Time: 1 day, 18:57:14
2023-07-25 14:28:10,808 semantic_segmentation INFO: Iters: 58810/150000 || Lr: 0.012779 || Task Loss: 0.6950 || KD Loss: 0.2200|| 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, 3:41:55 || Estimated Time: 1 day, 18:56:56
2023-07-25 14:28:27,208 semantic_segmentation INFO: Iters: 58820/150000 || Lr: 0.012778 || Task Loss: 0.5421 || KD Loss: 0.1375|| 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, 3:42:11 || Estimated Time: 1 day, 18:56:38
2023-07-25 14:28:43,551 semantic_segmentation INFO: Iters: 58830/150000 || Lr: 0.012777 || Task Loss: 0.3786 || KD Loss: 0.1404|| 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, 3:42:28 || Estimated Time: 1 day, 18:56:20
2023-07-25 14:28:59,963 semantic_segmentation INFO: Iters: 58840/150000 || Lr: 0.012775 || Task Loss: 0.5798 || KD Loss: 0.1385|| 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, 3:42:44 || Estimated Time: 1 day, 18:56:02
2023-07-25 14:29:16,304 semantic_segmentation INFO: Iters: 58850/150000 || Lr: 0.012774 || Task Loss: 0.5428 || KD Loss: 0.1134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:43:00 || Estimated Time: 1 day, 18:55:44
2023-07-25 14:29:32,741 semantic_segmentation INFO: Iters: 58860/150000 || Lr: 0.012773 || Task Loss: 0.4399 || KD Loss: 0.1001|| 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, 3:43:17 || Estimated Time: 1 day, 18:55:27
2023-07-25 14:29:49,106 semantic_segmentation INFO: Iters: 58870/150000 || Lr: 0.012772 || Task Loss: 0.4300 || KD Loss: 0.1007|| 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, 3:43:33 || Estimated Time: 1 day, 18:55:09
2023-07-25 14:30:05,509 semantic_segmentation INFO: Iters: 58880/150000 || Lr: 0.012770 || Task Loss: 0.3210 || KD Loss: 0.0652|| 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, 3:43:49 || Estimated Time: 1 day, 18:54:51
2023-07-25 14:30:21,878 semantic_segmentation INFO: Iters: 58890/150000 || Lr: 0.012769 || Task Loss: 0.3711 || KD Loss: 0.0601|| 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, 3:44:06 || Estimated Time: 1 day, 18:54:33
2023-07-25 14:30:38,262 semantic_segmentation INFO: Iters: 58900/150000 || Lr: 0.012768 || Task Loss: 0.3711 || KD Loss: 0.0630|| 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, 3:44:22 || Estimated Time: 1 day, 18:54:15
2023-07-25 14:30:54,644 semantic_segmentation INFO: Iters: 58910/150000 || Lr: 0.012767 || Task Loss: 0.3959 || KD Loss: 0.0762|| 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, 3:44:39 || Estimated Time: 1 day, 18:53:58
2023-07-25 14:31:11,042 semantic_segmentation INFO: Iters: 58920/150000 || Lr: 0.012765 || Task Loss: 0.5738 || KD Loss: 0.1195|| 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: 1 day, 3:44:55 || Estimated Time: 1 day, 18:53:40
2023-07-25 14:31:27,413 semantic_segmentation INFO: Iters: 58930/150000 || Lr: 0.012764 || Task Loss: 0.4869 || KD Loss: 0.1318|| 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, 3:45:11 || Estimated Time: 1 day, 18:53:22
2023-07-25 14:31:43,754 semantic_segmentation INFO: Iters: 58940/150000 || Lr: 0.012763 || Task Loss: 0.5810 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2552|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:28 || Estimated Time: 1 day, 18:53:04
2023-07-25 14:32:00,201 semantic_segmentation INFO: Iters: 58950/150000 || Lr: 0.012762 || Task Loss: 0.2740 || KD Loss: 0.0626|| 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, 3:45:44 || Estimated Time: 1 day, 18:52:46
2023-07-25 14:32:16,589 semantic_segmentation INFO: Iters: 58960/150000 || Lr: 0.012760 || Task Loss: 0.3331 || KD Loss: 0.0671|| 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, 3:46:01 || Estimated Time: 1 day, 18:52:28
2023-07-25 14:32:32,959 semantic_segmentation INFO: Iters: 58970/150000 || Lr: 0.012759 || Task Loss: 0.3540 || KD Loss: 0.0710|| 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, 3:46:17 || Estimated Time: 1 day, 18:52:11
2023-07-25 14:32:49,348 semantic_segmentation INFO: Iters: 58980/150000 || Lr: 0.012758 || Task Loss: 0.3921 || KD Loss: 0.0763|| 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, 3:46:33 || Estimated Time: 1 day, 18:51:53
2023-07-25 14:33:05,718 semantic_segmentation INFO: Iters: 58990/150000 || Lr: 0.012757 || Task Loss: 0.3981 || KD Loss: 0.1021|| 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, 3:46:50 || Estimated Time: 1 day, 18:51:35
2023-07-25 14:33:22,104 semantic_segmentation INFO: Iters: 59000/150000 || Lr: 0.012755 || Task Loss: 0.6191 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:47:06 || Estimated Time: 1 day, 18:51:17
2023-07-25 14:33:38,492 semantic_segmentation INFO: Iters: 59010/150000 || Lr: 0.012754 || Task Loss: 0.4240 || KD Loss: 0.0912|| 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, 3:47:22 || Estimated Time: 1 day, 18:50:59
2023-07-25 14:33:54,865 semantic_segmentation INFO: Iters: 59020/150000 || Lr: 0.012753 || Task Loss: 0.3723 || KD Loss: 0.0573|| 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, 3:47:39 || Estimated Time: 1 day, 18:50:41
2023-07-25 14:34:11,346 semantic_segmentation INFO: Iters: 59030/150000 || Lr: 0.012751 || Task Loss: 0.3098 || KD Loss: 0.0439|| 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, 3:47:55 || Estimated Time: 1 day, 18:50:24
2023-07-25 14:34:27,745 semantic_segmentation INFO: Iters: 59040/150000 || Lr: 0.012750 || Task Loss: 0.5614 || KD Loss: 0.1017|| 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: 1 day, 3:48:12 || Estimated Time: 1 day, 18:50:06
2023-07-25 14:34:44,124 semantic_segmentation INFO: Iters: 59050/150000 || Lr: 0.012749 || Task Loss: 0.4140 || KD Loss: 0.0876|| 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: 1 day, 3:48:28 || Estimated Time: 1 day, 18:49:48
2023-07-25 14:35:00,573 semantic_segmentation INFO: Iters: 59060/150000 || Lr: 0.012748 || Task Loss: 0.2714 || KD Loss: 0.0509|| 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, 3:48:45 || Estimated Time: 1 day, 18:49:30
2023-07-25 14:35:16,948 semantic_segmentation INFO: Iters: 59070/150000 || Lr: 0.012746 || Task Loss: 0.5343 || KD Loss: 0.1468|| 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, 3:49:01 || Estimated Time: 1 day, 18:49:12
2023-07-25 14:35:33,405 semantic_segmentation INFO: Iters: 59080/150000 || Lr: 0.012745 || Task Loss: 0.6267 || KD Loss: 0.1246|| 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, 3:49:17 || Estimated Time: 1 day, 18:48:55
2023-07-25 14:35:49,770 semantic_segmentation INFO: Iters: 59090/150000 || Lr: 0.012744 || Task Loss: 0.5079 || KD Loss: 0.1022|| 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, 3:49:34 || Estimated Time: 1 day, 18:48:37
2023-07-25 14:36:06,175 semantic_segmentation INFO: Iters: 59100/150000 || Lr: 0.012743 || Task Loss: 0.6311 || KD Loss: 0.1422|| 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, 3:49:50 || Estimated Time: 1 day, 18:48:19
2023-07-25 14:36:22,749 semantic_segmentation INFO: Iters: 59110/150000 || Lr: 0.012741 || Task Loss: 0.3179 || KD Loss: 0.0893|| 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, 3:50:07 || Estimated Time: 1 day, 18:48:02
2023-07-25 14:36:39,140 semantic_segmentation INFO: Iters: 59120/150000 || Lr: 0.012740 || Task Loss: 0.4396 || KD Loss: 0.1092|| 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, 3:50:23 || Estimated Time: 1 day, 18:47:44
2023-07-25 14:36:55,615 semantic_segmentation INFO: Iters: 59130/150000 || Lr: 0.012739 || Task Loss: 0.4005 || KD Loss: 0.0934|| 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, 3:50:40 || Estimated Time: 1 day, 18:47:26
2023-07-25 14:37:12,042 semantic_segmentation INFO: Iters: 59140/150000 || Lr: 0.012738 || Task Loss: 0.4371 || KD Loss: 0.0848|| 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, 3:50:56 || Estimated Time: 1 day, 18:47:08
2023-07-25 14:37:28,493 semantic_segmentation INFO: Iters: 59150/150000 || Lr: 0.012736 || Task Loss: 0.4726 || KD Loss: 0.1487|| 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, 3:51:12 || Estimated Time: 1 day, 18:46:51
2023-07-25 14:37:44,881 semantic_segmentation INFO: Iters: 59160/150000 || Lr: 0.012735 || Task Loss: 0.4501 || KD Loss: 0.0788|| 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, 3:51:29 || Estimated Time: 1 day, 18:46:33
2023-07-25 14:38:01,265 semantic_segmentation INFO: Iters: 59170/150000 || Lr: 0.012734 || Task Loss: 0.4252 || KD Loss: 0.0924|| 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, 3:51:45 || Estimated Time: 1 day, 18:46:15
2023-07-25 14:38:17,759 semantic_segmentation INFO: Iters: 59180/150000 || Lr: 0.012733 || Task Loss: 0.3206 || KD Loss: 0.0428|| 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, 3:52:02 || Estimated Time: 1 day, 18:45:57
2023-07-25 14:38:34,187 semantic_segmentation INFO: Iters: 59190/150000 || Lr: 0.012731 || Task Loss: 0.2538 || KD Loss: 0.0486|| 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, 3:52:18 || Estimated Time: 1 day, 18:45:39
2023-07-25 14:38:50,595 semantic_segmentation INFO: Iters: 59200/150000 || Lr: 0.012730 || Task Loss: 0.4385 || KD Loss: 0.0770|| 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, 3:52:35 || Estimated Time: 1 day, 18:45:22
2023-07-25 14:38:50,706 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 14:38:51,152 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-25 14:38:51,171 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-25 14:38:51,183 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-25 14:38:51,197 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.166
2023-07-25 14:38:51,210 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.239
2023-07-25 14:38:51,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.909, mIoU: 0.239
2023-07-25 14:38:51,235 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.918, mIoU: 0.279
2023-07-25 14:38:51,249 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.926, mIoU: 0.283
2023-07-25 14:38:51,261 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.932, mIoU: 0.325
2023-07-25 14:38:51,275 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.929, mIoU: 0.366
2023-07-25 14:38:51,289 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.399
2023-07-25 14:38:51,303 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.445
2023-07-25 14:38:51,315 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.399
2023-07-25 14:38:51,329 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.911, mIoU: 0.383
2023-07-25 14:38:51,343 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.382
2023-07-25 14:38:51,356 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.377
2023-07-25 14:38:51,367 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.908, mIoU: 0.363
2023-07-25 14:38:51,380 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.364
2023-07-25 14:38:51,394 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.365
2023-07-25 14:38:51,409 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.409
2023-07-25 14:38:51,424 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.916, mIoU: 0.431
2023-07-25 14:38:51,439 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.437
2023-07-25 14:38:51,453 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.915, mIoU: 0.467
2023-07-25 14:38:51,469 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.918, mIoU: 0.471
2023-07-25 14:38:51,484 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.472
2023-07-25 14:38:51,498 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.473
2023-07-25 14:38:51,512 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.483
2023-07-25 14:38:51,522 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.484
2023-07-25 14:38:51,537 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.474
2023-07-25 14:38:51,552 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.475
2023-07-25 14:38:51,565 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.483
2023-07-25 14:38:51,580 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.482
2023-07-25 14:38:51,594 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.486
2023-07-25 14:38:51,608 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.479
2023-07-25 14:38:51,622 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.913, mIoU: 0.478
2023-07-25 14:38:51,636 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.914, mIoU: 0.478
2023-07-25 14:38:51,649 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.916, mIoU: 0.479
2023-07-25 14:38:51,661 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.524
2023-07-25 14:38:51,676 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.511
2023-07-25 14:38:51,688 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-25 14:38:51,701 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.535
2023-07-25 14:38:51,716 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.534
2023-07-25 14:38:51,730 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.533
2023-07-25 14:38:51,742 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.533
2023-07-25 14:38:51,757 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.542
2023-07-25 14:38:51,772 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-25 14:38:51,785 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.549
2023-07-25 14:38:51,798 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.550
2023-07-25 14:38:51,812 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.548
2023-07-25 14:38:51,828 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.919, mIoU: 0.549
2023-07-25 14:38:51,843 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.920, mIoU: 0.549
2023-07-25 14:38:51,858 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.549
2023-07-25 14:38:51,870 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.547
2023-07-25 14:38:51,886 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.544
2023-07-25 14:38:51,900 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.549
2023-07-25 14:38:51,913 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.548
2023-07-25 14:38:51,929 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.544
2023-07-25 14:38:51,946 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.544
2023-07-25 14:38:51,959 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.546
2023-07-25 14:38:51,974 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.919, mIoU: 0.585
2023-07-25 14:38:51,987 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-25 14:38:52,002 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.921, mIoU: 0.591
2023-07-25 14:38:52,015 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.922, mIoU: 0.590
2023-07-25 14:38:52,032 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-25 14:38:52,045 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-25 14:38:52,060 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.591
2023-07-25 14:38:52,075 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.592
2023-07-25 14:38:52,088 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.636
2023-07-25 14:38:52,103 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-25 14:38:52,117 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.639
2023-07-25 14:38:52,132 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-25 14:38:52,145 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.657
2023-07-25 14:38:52,160 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-25 14:38:52,175 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.656
2023-07-25 14:38:52,189 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-25 14:38:52,204 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-25 14:38:52,218 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 14:38:52,227 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 14:38:52,242 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 14:38:52,258 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 14:38:52,272 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 14:38:52,288 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 14:38:52,304 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 14:38:52,320 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 14:38:52,336 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 14:38:52,351 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 14:38:52,366 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 14:38:52,381 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 14:38:52,395 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 14:38:52,408 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 14:38:52,423 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 14:38:52,439 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-25 14:38:52,453 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 14:38:52,468 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 14:38:52,483 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 14:38:52,497 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 14:38:52,510 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 14:38:52,523 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 14:38:52,538 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 14:38:52,550 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:38:52,565 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:52,578 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 14:38:52,591 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 14:38:52,605 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:52,619 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-25 14:38:52,631 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 14:38:52,646 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 14:38:52,660 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 14:38:52,673 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 14:38:52,685 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 14:38:52,697 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:52,710 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 14:38:52,724 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 14:38:52,739 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 14:38:52,753 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:52,766 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:52,779 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 14:38:52,793 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 14:38:52,807 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 14:38:52,822 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 14:38:52,837 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 14:38:52,850 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 14:38:52,863 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 14:38:52,878 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 14:38:52,893 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-25 14:38:52,901 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 14:38:52,912 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 14:38:52,927 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 14:38:52,936 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 14:38:52,949 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 14:38:52,964 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.914, mIoU: 0.634
2023-07-25 14:38:52,979 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 14:38:52,992 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 14:38:53,007 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 14:38:53,020 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 14:38:53,032 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 14:38:53,047 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 14:38:53,060 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 14:38:53,075 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 14:38:53,088 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 14:38:53,103 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-25 14:38:53,119 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 14:38:53,135 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 14:38:53,150 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 14:38:53,165 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 14:38:53,179 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 14:38:53,194 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 14:38:53,208 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 14:38:53,218 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 14:38:53,233 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 14:38:53,247 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 14:38:53,260 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 14:38:53,274 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 14:38:53,286 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 14:38:53,299 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 14:38:53,313 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 14:38:53,328 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 14:38:53,343 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.917, mIoU: 0.650
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2023-07-25 14:38:56,127 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.921, mIoU: 0.646
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2023-07-25 14:38:56,171 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.921, mIoU: 0.645
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2023-07-25 14:38:56,195 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 14:38:56,210 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 14:38:56,226 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 14:38:56,240 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.917, mIoU: 0.632
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2023-07-25 14:38:56,269 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.916, mIoU: 0.631
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2023-07-25 14:38:56,298 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.917, mIoU: 0.631
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2023-07-25 14:38:56,342 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.916, mIoU: 0.627
2023-07-25 14:38:56,358 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.916, mIoU: 0.628
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2023-07-25 14:38:56,731 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.918, mIoU: 0.628
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2023-07-25 14:38:57,013 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.917, mIoU: 0.623
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2023-07-25 14:38:57,057 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.916, mIoU: 0.622
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2023-07-25 14:38:57,126 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.916, mIoU: 0.624
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2023-07-25 14:38:57,507 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-25 14:38:57,520 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.918, mIoU: 0.631
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2023-07-25 14:38:57,594 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.918, mIoU: 0.633
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2023-07-25 14:38:57,681 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.919, mIoU: 0.634
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2023-07-25 14:38:57,780 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.637
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2023-07-25 14:38:57,848 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 14:38:57,863 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 14:38:57,879 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 14:38:57,894 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 14:38:57,908 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 14:38:57,918 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 14:38:57,931 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.642
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2023-07-25 14:38:57,973 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-25 14:38:58,044 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.646
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2023-07-25 14:38:58,109 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 14:38:58,124 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.922, mIoU: 0.648
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2023-07-25 14:38:58,153 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.649
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2023-07-25 14:38:58,180 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.922, mIoU: 0.651
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2023-07-25 14:38:58,355 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.920, mIoU: 0.644
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2023-07-25 14:38:58,851 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 14:38:58,864 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.922, mIoU: 0.657
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2023-07-25 14:38:58,938 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 14:38:59,109 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 14:38:59,152 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 14:38:59,209 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:38:59,234 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 14:38:59,246 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 14:38:59,261 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:38:59,305 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 14:38:59,320 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:59,333 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:38:59,348 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 14:38:59,518 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:59,533 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-25 14:38:59,587 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-25 14:38:59,741 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 14:38:59,756 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.920, mIoU: 0.653
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2023-07-25 14:38:59,785 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:59,797 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:59,812 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 14:38:59,825 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 14:38:59,854 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:38:59,869 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:38:59,945 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.921, mIoU: 0.657
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2023-07-25 14:38:59,992 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 14:39:00,007 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-25 14:39:00,191 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.922, mIoU: 0.655
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2023-07-25 14:39:00,231 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 14:39:00,245 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 14:39:00,260 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:39:00,274 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:39:00,289 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:39:00,303 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 14:39:00,316 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 14:39:00,331 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 14:39:00,359 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 14:39:00,785 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.660
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2023-07-25 14:39:00,826 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 14:39:00,879 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 14:39:00,939 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 14:39:00,980 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.662
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2023-07-25 14:39:01,010 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.662
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2023-07-25 14:39:01,039 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.664
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2023-07-25 14:39:01,158 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 14:39:01,586 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:01,599 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:01,612 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:01,627 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,642 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:01,655 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:01,670 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,685 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,699 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,713 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:01,728 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:01,743 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:01,759 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,772 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,786 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,798 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,813 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,825 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:01,838 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:01,852 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:01,866 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,878 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:01,892 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,909 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,925 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,940 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,953 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:01,965 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:01,979 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:01,991 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,004 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,017 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,032 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,044 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,057 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,071 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,086 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,101 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,116 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,130 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,142 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:02,157 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:02,172 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:02,187 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:02,202 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:02,215 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:02,228 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,239 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,255 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,270 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,284 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,298 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,309 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,322 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,337 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,351 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,364 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,378 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,391 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,405 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,418 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,432 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,444 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,459 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,473 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,485 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,500 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,514 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,528 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,542 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:02,557 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,571 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,585 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,599 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,613 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,629 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,641 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,654 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,667 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,683 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,696 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,713 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,727 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,739 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,753 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,768 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,783 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,795 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,810 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,824 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,836 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,850 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,865 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,878 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:02,891 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:02,902 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:02,917 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:02,932 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:02,947 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 14:39:02,960 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 14:39:02,974 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:02,989 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,004 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 14:39:03,019 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,032 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,047 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,060 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,075 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,089 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:03,102 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,117 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,131 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,146 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 14:39:03,161 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 14:39:03,176 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 14:39:03,189 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,203 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,217 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,230 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,245 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,259 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,273 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,287 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,297 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,310 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,322 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,336 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,350 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,364 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,377 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,392 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,407 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 14:39:03,421 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,437 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,453 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,466 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,482 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,497 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,512 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,525 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,540 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,555 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,570 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,582 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,597 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,611 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,624 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,638 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,652 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,665 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,678 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:03,691 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,704 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,718 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,732 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,746 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,761 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,775 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,787 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,800 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:03,814 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,827 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,840 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,855 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,869 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 14:39:03,884 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,899 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 14:39:03,912 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 14:39:03,925 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:03,942 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:03,958 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:03,971 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:03,986 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:03,998 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,014 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,027 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,043 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,057 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,071 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,080 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,096 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,111 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,124 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,138 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,152 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,166 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,179 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,193 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,208 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,224 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,238 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,253 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 14:39:04,269 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 14:39:04,284 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 14:39:04,297 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 14:39:04,312 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 14:39:04,327 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,341 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,354 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 14:39:04,369 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,384 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,398 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,405 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,418 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,431 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,443 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 14:39:04,454 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,468 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,482 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,496 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 14:39:04,508 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,520 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,534 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,545 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,559 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,572 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,586 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,600 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,615 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:04,630 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:04,641 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 14:39:04,654 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,668 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,683 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,698 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,712 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,725 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,735 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,746 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,758 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,770 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,784 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,797 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,811 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,826 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,841 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 14:39:04,854 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,869 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,883 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,898 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,913 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,926 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,940 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 14:39:04,955 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,971 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-25 14:39:04,984 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:04,996 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:05,011 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:05,023 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:05,040 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:05,053 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 14:39:05,068 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,083 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,101 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,117 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,132 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,148 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,163 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,178 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,194 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-25 14:39:05,207 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 14:39:05,220 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 14:39:05,234 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 14:39:05,249 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,263 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,277 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,291 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,306 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,320 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,334 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,346 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,360 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,370 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,382 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,396 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,408 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,422 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,436 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,450 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 14:39:05,465 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,479 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,493 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,508 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,519 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,534 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,546 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,560 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,574 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,586 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,600 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,613 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,627 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,642 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,657 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,671 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,685 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,698 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,710 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,724 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 14:39:05,737 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,750 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,764 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,779 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,793 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-25 14:39:05,806 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,818 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,833 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,850 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,866 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,880 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,893 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,909 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,924 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:05,940 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:05,956 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,972 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:05,988 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:06,003 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-25 14:39:06,018 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-25 14:39:06,033 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:06,047 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:06,060 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,074 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:06,087 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,101 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,115 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,131 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:06,142 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:06,156 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,170 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,185 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,197 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,211 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,225 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:06,238 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:06,252 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,267 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 14:39:06,281 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,294 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,308 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,324 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,336 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,351 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,363 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,372 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,386 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,401 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,413 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,428 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,442 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,455 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:06,467 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:06,482 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:06,496 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 14:39:06,510 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,527 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,540 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,556 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,570 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,583 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 14:39:06,597 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,612 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,626 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,639 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,651 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,666 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,681 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,696 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,711 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,724 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,740 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,754 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,767 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:06,782 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,798 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,812 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,827 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,840 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,855 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,870 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,884 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,899 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,911 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,926 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,939 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,952 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,963 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:06,979 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:06,994 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,008 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:07,023 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,033 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,046 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,061 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-25 14:39:07,090 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,105 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,120 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,136 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,150 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,164 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:07,191 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,206 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,219 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:07,276 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-25 14:39:07,303 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 14:39:07,317 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,332 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 14:39:07,344 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:07,359 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.924, mIoU: 0.667
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2023-07-25 14:39:07,457 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:07,471 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 14:39:07,484 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:07,601 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:07,629 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.667
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2023-07-25 14:39:07,685 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 14:39:07,715 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:07,731 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:07,745 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:07,759 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:07,774 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:07,833 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-25 14:39:07,872 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:07,887 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:07,901 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:07,915 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:07,928 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 14:39:07,958 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:07,999 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,014 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,024 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,038 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,053 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,067 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:08,119 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:08,135 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:08,245 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,261 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,273 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,288 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,302 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 14:39:08,331 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 14:39:08,357 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,372 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,387 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,402 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,414 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,427 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,441 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,456 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:08,468 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:08,481 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:08,495 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:08,511 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,526 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,541 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,557 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,573 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:08,601 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,617 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,631 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:08,677 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:08,692 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 14:39:08,720 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:39:08,733 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:08,746 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:08,760 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 14:39:08,801 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 14:39:09,014 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:09,026 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:09,039 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 14:39:09,143 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 14:39:09,172 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 14:39:09,300 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 14:39:09,468 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-25 14:39:09,565 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:09,591 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:09,712 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 14:39:09,742 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,755 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,769 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,785 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,798 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,813 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,828 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,841 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,855 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,866 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,882 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,896 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,911 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,925 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,938 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,950 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,964 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:09,978 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 14:39:09,991 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,004 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,017 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,032 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,046 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,060 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,073 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,087 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,103 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,118 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,132 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,146 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,154 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,168 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,180 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,192 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,207 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,222 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,236 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,251 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,266 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,281 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,296 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:10,308 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:10,323 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:10,339 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:10,354 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 14:39:10,369 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,384 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,400 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,413 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,428 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,443 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,458 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,470 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,483 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,498 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,513 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,528 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 14:39:10,543 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,557 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,571 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,585 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,597 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,611 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,624 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,638 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 14:39:10,653 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,667 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,681 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,693 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 14:39:10,707 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,721 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,735 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,749 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,763 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,779 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,794 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,806 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,820 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,833 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,847 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,862 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,876 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,890 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,905 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,918 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,927 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,942 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,955 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,969 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 14:39:10,984 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:10,999 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,013 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,025 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,035 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,053 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,067 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,082 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,095 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,109 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,124 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,137 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,151 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,166 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,179 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,193 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,205 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,220 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,234 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:11,248 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,260 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,274 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,289 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,303 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 14:39:11,318 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 14:39:11,330 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 14:39:11,343 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 14:39:11,357 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 14:39:11,373 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 14:39:27,885 semantic_segmentation INFO: Iters: 59210/150000 || Lr: 0.012729 || Task Loss: 0.3605 || KD Loss: 0.0760|| 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, 3:53:12 || Estimated Time: 1 day, 18:45:36
2023-07-25 14:39:44,276 semantic_segmentation INFO: Iters: 59220/150000 || Lr: 0.012728 || Task Loss: 0.4682 || KD Loss: 0.0744|| 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: 1 day, 3:53:28 || Estimated Time: 1 day, 18:45:18
2023-07-25 14:40:00,660 semantic_segmentation INFO: Iters: 59230/150000 || Lr: 0.012726 || Task Loss: 0.4641 || KD Loss: 0.1137|| 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, 3:53:45 || Estimated Time: 1 day, 18:45:00
2023-07-25 14:40:17,214 semantic_segmentation INFO: Iters: 59240/150000 || Lr: 0.012725 || Task Loss: 0.2569 || KD Loss: 0.0671|| 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, 3:54:01 || Estimated Time: 1 day, 18:44:43
2023-07-25 14:40:33,636 semantic_segmentation INFO: Iters: 59250/150000 || Lr: 0.012724 || Task Loss: 0.4607 || KD Loss: 0.1106|| 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, 3:54:18 || Estimated Time: 1 day, 18:44:25
2023-07-25 14:40:50,223 semantic_segmentation INFO: Iters: 59260/150000 || Lr: 0.012722 || Task Loss: 0.3739 || KD Loss: 0.0573|| 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, 3:54:34 || Estimated Time: 1 day, 18:44:07
2023-07-25 14:41:06,591 semantic_segmentation INFO: Iters: 59270/150000 || Lr: 0.012721 || Task Loss: 0.3573 || KD Loss: 0.0844|| 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, 3:54:51 || Estimated Time: 1 day, 18:43:50
2023-07-25 14:41:23,035 semantic_segmentation INFO: Iters: 59280/150000 || Lr: 0.012720 || Task Loss: 0.5810 || KD Loss: 0.1849|| 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, 3:55:07 || Estimated Time: 1 day, 18:43:32
2023-07-25 14:41:39,527 semantic_segmentation INFO: Iters: 59290/150000 || Lr: 0.012719 || Task Loss: 0.3933 || KD Loss: 0.0873|| 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, 3:55:24 || Estimated Time: 1 day, 18:43:14
2023-07-25 14:41:55,929 semantic_segmentation INFO: Iters: 59300/150000 || Lr: 0.012717 || Task Loss: 0.5199 || KD Loss: 0.1365|| 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, 3:55:40 || Estimated Time: 1 day, 18:42:56
2023-07-25 14:42:12,342 semantic_segmentation INFO: Iters: 59310/150000 || Lr: 0.012716 || Task Loss: 0.4863 || KD Loss: 0.1205|| 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, 3:55:56 || Estimated Time: 1 day, 18:42:39
2023-07-25 14:42:28,864 semantic_segmentation INFO: Iters: 59320/150000 || Lr: 0.012715 || Task Loss: 0.4452 || KD Loss: 0.1262|| 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, 3:56:13 || Estimated Time: 1 day, 18:42:21
2023-07-25 14:42:45,270 semantic_segmentation INFO: Iters: 59330/150000 || Lr: 0.012714 || Task Loss: 0.4136 || KD Loss: 0.0836|| 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, 3:56:29 || Estimated Time: 1 day, 18:42:03
2023-07-25 14:43:01,698 semantic_segmentation INFO: Iters: 59340/150000 || Lr: 0.012712 || Task Loss: 0.4184 || KD Loss: 0.1491|| 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, 3:56:46 || Estimated Time: 1 day, 18:41:45
2023-07-25 14:43:18,285 semantic_segmentation INFO: Iters: 59350/150000 || Lr: 0.012711 || Task Loss: 0.4094 || KD Loss: 0.0976|| 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, 3:57:02 || Estimated Time: 1 day, 18:41:28
2023-07-25 14:43:34,664 semantic_segmentation INFO: Iters: 59360/150000 || Lr: 0.012710 || Task Loss: 0.5127 || KD Loss: 0.0948|| 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: 1 day, 3:57:19 || Estimated Time: 1 day, 18:41:10
2023-07-25 14:43:51,063 semantic_segmentation INFO: Iters: 59370/150000 || Lr: 0.012709 || Task Loss: 0.4616 || KD Loss: 0.1324|| 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, 3:57:35 || Estimated Time: 1 day, 18:40:52
2023-07-25 14:44:07,623 semantic_segmentation INFO: Iters: 59380/150000 || Lr: 0.012707 || Task Loss: 0.3871 || KD Loss: 0.0634|| 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, 3:57:52 || Estimated Time: 1 day, 18:40:35
2023-07-25 14:44:25,294 semantic_segmentation INFO: Iters: 59390/150000 || Lr: 0.012706 || Task Loss: 0.4482 || KD Loss: 0.1067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:09 || Estimated Time: 1 day, 18:40:19
2023-07-25 14:44:44,000 semantic_segmentation INFO: Iters: 59400/150000 || Lr: 0.012705 || Task Loss: 0.2838 || KD Loss: 0.0343|| 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, 3:58:28 || Estimated Time: 1 day, 18:40:05
2023-07-25 14:45:00,435 semantic_segmentation INFO: Iters: 59410/150000 || Lr: 0.012704 || Task Loss: 0.8494 || KD Loss: 0.2777|| 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 day, 3:58:44 || Estimated Time: 1 day, 18:39:47
2023-07-25 14:45:16,822 semantic_segmentation INFO: Iters: 59420/150000 || Lr: 0.012702 || Task Loss: 0.5733 || KD Loss: 0.0953|| 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, 3:59:01 || Estimated Time: 1 day, 18:39:29
2023-07-25 14:45:33,227 semantic_segmentation INFO: Iters: 59430/150000 || Lr: 0.012701 || Task Loss: 0.4413 || KD Loss: 0.0748|| 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: 1 day, 3:59:17 || Estimated Time: 1 day, 18:39:11
2023-07-25 14:45:49,606 semantic_segmentation INFO: Iters: 59440/150000 || Lr: 0.012700 || Task Loss: 0.5653 || KD Loss: 0.1202|| 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, 3:59:34 || Estimated Time: 1 day, 18:38:53
2023-07-25 14:46:05,999 semantic_segmentation INFO: Iters: 59450/150000 || Lr: 0.012698 || Task Loss: 0.4122 || 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, 3:59:50 || Estimated Time: 1 day, 18:38:36
2023-07-25 14:46:22,564 semantic_segmentation INFO: Iters: 59460/150000 || Lr: 0.012697 || Task Loss: 0.3203 || KD Loss: 0.0710|| 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, 4:00:07 || Estimated Time: 1 day, 18:38:18
2023-07-25 14:46:38,945 semantic_segmentation INFO: Iters: 59470/150000 || Lr: 0.012696 || Task Loss: 0.4726 || KD Loss: 0.0760|| 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, 4:00:23 || Estimated Time: 1 day, 18:38:00
2023-07-25 14:46:55,455 semantic_segmentation INFO: Iters: 59480/150000 || Lr: 0.012695 || Task Loss: 0.2680 || KD Loss: 0.0394|| 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, 4:00:39 || Estimated Time: 1 day, 18:37:43
2023-07-25 14:47:11,938 semantic_segmentation INFO: Iters: 59490/150000 || Lr: 0.012693 || Task Loss: 0.3756 || KD Loss: 0.0598|| 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, 4:00:56 || Estimated Time: 1 day, 18:37:25
2023-07-25 14:47:28,318 semantic_segmentation INFO: Iters: 59500/150000 || Lr: 0.012692 || Task Loss: 0.4017 || KD Loss: 0.0699|| 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, 4:01:12 || Estimated Time: 1 day, 18:37:07
2023-07-25 14:47:44,873 semantic_segmentation INFO: Iters: 59510/150000 || Lr: 0.012691 || Task Loss: 0.4059 || KD Loss: 0.0810|| 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, 4:01:29 || Estimated Time: 1 day, 18:36:50
2023-07-25 14:48:01,257 semantic_segmentation INFO: Iters: 59520/150000 || Lr: 0.012690 || Task Loss: 0.4270 || KD Loss: 0.0957|| 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, 4:01:45 || Estimated Time: 1 day, 18:36:32
2023-07-25 14:48:17,753 semantic_segmentation INFO: Iters: 59530/150000 || Lr: 0.012688 || Task Loss: 0.2822 || KD Loss: 0.0441|| 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, 4:02:02 || Estimated Time: 1 day, 18:36:14
2023-07-25 14:48:34,252 semantic_segmentation INFO: Iters: 59540/150000 || Lr: 0.012687 || Task Loss: 0.3722 || KD Loss: 0.0665|| 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, 4:02:18 || Estimated Time: 1 day, 18:35:56
2023-07-25 14:48:50,629 semantic_segmentation INFO: Iters: 59550/150000 || Lr: 0.012686 || Task Loss: 0.2722 || KD Loss: 0.0477|| 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, 4:02:35 || Estimated Time: 1 day, 18:35:39
2023-07-25 14:49:07,025 semantic_segmentation INFO: Iters: 59560/150000 || Lr: 0.012685 || Task Loss: 0.3504 || KD Loss: 0.0684|| 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, 4:02:51 || Estimated Time: 1 day, 18:35:21
2023-07-25 14:49:23,392 semantic_segmentation INFO: Iters: 59570/150000 || Lr: 0.012683 || Task Loss: 0.5733 || KD Loss: 0.1321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:07 || Estimated Time: 1 day, 18:35:03
2023-07-25 14:49:39,974 semantic_segmentation INFO: Iters: 59580/150000 || Lr: 0.012682 || Task Loss: 0.3882 || KD Loss: 0.0664|| 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, 4:03:24 || Estimated Time: 1 day, 18:34:45
2023-07-25 14:49:56,522 semantic_segmentation INFO: Iters: 59590/150000 || Lr: 0.012681 || Task Loss: 0.4339 || KD Loss: 0.0975|| 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, 4:03:41 || Estimated Time: 1 day, 18:34:28
2023-07-25 14:50:12,975 semantic_segmentation INFO: Iters: 59600/150000 || Lr: 0.012680 || Task Loss: 0.3790 || KD Loss: 0.0724|| 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, 4:03:57 || Estimated Time: 1 day, 18:34:10
2023-07-25 14:50:29,517 semantic_segmentation INFO: Iters: 59610/150000 || Lr: 0.012678 || Task Loss: 0.2906 || KD Loss: 0.0478|| 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, 4:04:13 || Estimated Time: 1 day, 18:33:53
2023-07-25 14:50:45,937 semantic_segmentation INFO: Iters: 59620/150000 || Lr: 0.012677 || Task Loss: 0.3787 || KD Loss: 0.0820|| 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, 4:04:30 || Estimated Time: 1 day, 18:33:35
2023-07-25 14:51:02,318 semantic_segmentation INFO: Iters: 59630/150000 || Lr: 0.012676 || Task Loss: 0.5506 || KD Loss: 0.1574|| 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, 4:04:46 || Estimated Time: 1 day, 18:33:17
2023-07-25 14:51:18,693 semantic_segmentation INFO: Iters: 59640/150000 || Lr: 0.012674 || Task Loss: 0.4121 || KD Loss: 0.0728|| 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, 4:05:03 || Estimated Time: 1 day, 18:32:59
2023-07-25 14:51:35,117 semantic_segmentation INFO: Iters: 59650/150000 || Lr: 0.012673 || Task Loss: 0.4482 || KD Loss: 0.0870|| 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, 4:05:19 || Estimated Time: 1 day, 18:32:41
2023-07-25 14:51:51,649 semantic_segmentation INFO: Iters: 59660/150000 || Lr: 0.012672 || Task Loss: 0.4402 || KD Loss: 0.0692|| 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, 4:05:36 || Estimated Time: 1 day, 18:32:24
2023-07-25 14:52:08,033 semantic_segmentation INFO: Iters: 59670/150000 || Lr: 0.012671 || Task Loss: 0.4022 || KD Loss: 0.0969|| 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, 4:05:52 || Estimated Time: 1 day, 18:32:06
2023-07-25 14:52:24,402 semantic_segmentation INFO: Iters: 59680/150000 || Lr: 0.012669 || Task Loss: 0.4409 || KD Loss: 0.0605|| 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, 4:06:08 || Estimated Time: 1 day, 18:31:48
2023-07-25 14:52:40,822 semantic_segmentation INFO: Iters: 59690/150000 || Lr: 0.012668 || Task Loss: 0.4215 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:25 || Estimated Time: 1 day, 18:31:30
2023-07-25 14:52:57,202 semantic_segmentation INFO: Iters: 59700/150000 || Lr: 0.012667 || Task Loss: 0.4944 || KD Loss: 0.1303|| 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, 4:06:41 || Estimated Time: 1 day, 18:31:13
2023-07-25 14:53:13,578 semantic_segmentation INFO: Iters: 59710/150000 || Lr: 0.012666 || Task Loss: 0.3881 || KD Loss: 0.0513|| 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, 4:06:58 || Estimated Time: 1 day, 18:30:55
2023-07-25 14:53:29,966 semantic_segmentation INFO: Iters: 59720/150000 || Lr: 0.012664 || Task Loss: 0.4642 || KD Loss: 0.0678|| 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, 4:07:14 || Estimated Time: 1 day, 18:30:37
2023-07-25 14:53:46,502 semantic_segmentation INFO: Iters: 59730/150000 || Lr: 0.012663 || Task Loss: 0.3454 || KD Loss: 0.0576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2555|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:07:30 || Estimated Time: 1 day, 18:30:19
2023-07-25 14:54:02,940 semantic_segmentation INFO: Iters: 59740/150000 || Lr: 0.012662 || Task Loss: 0.7405 || KD Loss: 0.1778|| 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, 4:07:47 || Estimated Time: 1 day, 18:30:02
2023-07-25 14:54:19,428 semantic_segmentation INFO: Iters: 59750/150000 || Lr: 0.012661 || Task Loss: 0.4462 || KD Loss: 0.0556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:03 || Estimated Time: 1 day, 18:29:44
2023-07-25 14:54:35,892 semantic_segmentation INFO: Iters: 59760/150000 || Lr: 0.012659 || Task Loss: 0.4763 || KD Loss: 0.1089|| 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, 4:08:20 || Estimated Time: 1 day, 18:29:26
2023-07-25 14:54:52,284 semantic_segmentation INFO: Iters: 59770/150000 || Lr: 0.012658 || Task Loss: 0.5046 || KD Loss: 0.1592|| 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, 4:08:36 || Estimated Time: 1 day, 18:29:09
2023-07-25 14:55:08,839 semantic_segmentation INFO: Iters: 59780/150000 || Lr: 0.012657 || Task Loss: 0.3461 || KD Loss: 0.0597|| 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, 4:08:53 || Estimated Time: 1 day, 18:28:51
2023-07-25 14:55:25,263 semantic_segmentation INFO: Iters: 59790/150000 || Lr: 0.012656 || Task Loss: 0.3182 || KD Loss: 0.0593|| 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, 4:09:09 || Estimated Time: 1 day, 18:28:33
2023-07-25 14:55:41,628 semantic_segmentation INFO: Iters: 59800/150000 || Lr: 0.012654 || Task Loss: 0.4006 || KD Loss: 0.0944|| 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, 4:09:26 || Estimated Time: 1 day, 18:28:15
2023-07-25 14:55:58,020 semantic_segmentation INFO: Iters: 59810/150000 || Lr: 0.012653 || Task Loss: 0.3479 || KD Loss: 0.0755|| 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, 4:09:42 || Estimated Time: 1 day, 18:27:58
2023-07-25 14:56:14,525 semantic_segmentation INFO: Iters: 59820/150000 || Lr: 0.012652 || Task Loss: 0.4410 || KD Loss: 0.1243|| 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, 4:09:59 || Estimated Time: 1 day, 18:27:40
2023-07-25 14:56:30,975 semantic_segmentation INFO: Iters: 59830/150000 || Lr: 0.012651 || Task Loss: 0.2878 || KD Loss: 0.0532|| 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, 4:10:15 || Estimated Time: 1 day, 18:27:22
2023-07-25 14:56:47,390 semantic_segmentation INFO: Iters: 59840/150000 || Lr: 0.012649 || Task Loss: 0.6026 || KD Loss: 0.1355|| 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, 4:10:31 || Estimated Time: 1 day, 18:27:05
2023-07-25 14:57:03,743 semantic_segmentation INFO: Iters: 59850/150000 || Lr: 0.012648 || Task Loss: 0.5456 || KD Loss: 0.1363|| 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, 4:10:48 || Estimated Time: 1 day, 18:26:47
2023-07-25 14:57:20,203 semantic_segmentation INFO: Iters: 59860/150000 || Lr: 0.012647 || Task Loss: 0.4774 || KD Loss: 0.0711|| 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, 4:11:04 || Estimated Time: 1 day, 18:26:29
2023-07-25 14:57:36,685 semantic_segmentation INFO: Iters: 59870/150000 || Lr: 0.012645 || Task Loss: 0.4568 || KD Loss: 0.1050|| 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, 4:11:21 || Estimated Time: 1 day, 18:26:11
2023-07-25 14:57:53,128 semantic_segmentation INFO: Iters: 59880/150000 || Lr: 0.012644 || Task Loss: 0.4203 || KD Loss: 0.0734|| 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, 4:11:37 || Estimated Time: 1 day, 18:25:54
2023-07-25 14:58:09,485 semantic_segmentation INFO: Iters: 59890/150000 || Lr: 0.012643 || Task Loss: 0.5092 || KD Loss: 0.1279|| 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, 4:11:53 || Estimated Time: 1 day, 18:25:36
2023-07-25 14:58:26,009 semantic_segmentation INFO: Iters: 59900/150000 || Lr: 0.012642 || Task Loss: 0.4441 || KD Loss: 0.0834|| 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, 4:12:10 || Estimated Time: 1 day, 18:25:18
2023-07-25 14:58:42,448 semantic_segmentation INFO: Iters: 59910/150000 || Lr: 0.012640 || Task Loss: 0.6108 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:26 || Estimated Time: 1 day, 18:25:01
2023-07-25 14:58:58,857 semantic_segmentation INFO: Iters: 59920/150000 || Lr: 0.012639 || Task Loss: 0.4767 || KD Loss: 0.1000|| 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, 4:12:43 || Estimated Time: 1 day, 18:24:43
2023-07-25 14:59:15,240 semantic_segmentation INFO: Iters: 59930/150000 || Lr: 0.012638 || Task Loss: 0.4213 || KD Loss: 0.0767|| 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, 4:12:59 || Estimated Time: 1 day, 18:24:25
2023-07-25 14:59:31,608 semantic_segmentation INFO: Iters: 59940/150000 || Lr: 0.012637 || Task Loss: 0.3660 || KD Loss: 0.0932|| 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, 4:13:16 || Estimated Time: 1 day, 18:24:07
2023-07-25 14:59:48,023 semantic_segmentation INFO: Iters: 59950/150000 || Lr: 0.012635 || Task Loss: 0.4225 || KD Loss: 0.0982|| 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, 4:13:32 || Estimated Time: 1 day, 18:23:49
2023-07-25 15:00:04,399 semantic_segmentation INFO: Iters: 59960/150000 || Lr: 0.012634 || Task Loss: 0.5217 || KD Loss: 0.1909|| 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, 4:13:48 || Estimated Time: 1 day, 18:23:32
2023-07-25 15:00:20,774 semantic_segmentation INFO: Iters: 59970/150000 || Lr: 0.012633 || Task Loss: 0.4113 || KD Loss: 0.0674|| 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, 4:14:05 || Estimated Time: 1 day, 18:23:14
2023-07-25 15:00:37,156 semantic_segmentation INFO: Iters: 59980/150000 || Lr: 0.012632 || Task Loss: 0.5740 || KD Loss: 0.1476|| 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, 4:14:21 || Estimated Time: 1 day, 18:22:56
2023-07-25 15:00:53,549 semantic_segmentation INFO: Iters: 59990/150000 || Lr: 0.012630 || Task Loss: 0.5441 || KD Loss: 0.1212|| 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, 4:14:38 || Estimated Time: 1 day, 18:22:38
2023-07-25 15:01:09,926 semantic_segmentation INFO: Iters: 60000/150000 || Lr: 0.012629 || Task Loss: 0.3297 || KD Loss: 0.0603|| 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, 4:14:54 || Estimated Time: 1 day, 18:22:20
2023-07-25 15:01:10,038 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:01:10,495 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-25 15:01:10,516 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-25 15:01:10,529 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.164
2023-07-25 15:01:10,543 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.164
2023-07-25 15:01:10,556 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.235
2023-07-25 15:01:10,568 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.278
2023-07-25 15:01:10,581 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.324
2023-07-25 15:01:10,595 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.329
2023-07-25 15:01:10,607 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.353
2023-07-25 15:01:10,620 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.397
2023-07-25 15:01:10,634 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.456
2023-07-25 15:01:10,648 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.483
2023-07-25 15:01:10,660 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.920, mIoU: 0.465
2023-07-25 15:01:10,674 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.443
2023-07-25 15:01:10,687 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.439
2023-07-25 15:01:10,699 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.435
2023-07-25 15:01:10,710 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.920, mIoU: 0.432
2023-07-25 15:01:10,722 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.432
2023-07-25 15:01:10,736 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.434
2023-07-25 15:01:10,750 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.476
2023-07-25 15:01:10,764 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.477
2023-07-25 15:01:10,778 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.488
2023-07-25 15:01:10,792 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.522
2023-07-25 15:01:10,807 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.533
2023-07-25 15:01:10,822 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.532
2023-07-25 15:01:10,836 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.512
2023-07-25 15:01:10,850 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.512
2023-07-25 15:01:10,861 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.511
2023-07-25 15:01:10,876 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.498
2023-07-25 15:01:10,890 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.498
2023-07-25 15:01:10,904 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.499
2023-07-25 15:01:10,919 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.497
2023-07-25 15:01:10,933 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.504
2023-07-25 15:01:10,947 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.502
2023-07-25 15:01:10,961 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-25 15:01:10,975 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.514
2023-07-25 15:01:10,988 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.516
2023-07-25 15:01:11,001 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-25 15:01:11,017 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.570
2023-07-25 15:01:11,029 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.568
2023-07-25 15:01:11,042 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-25 15:01:11,056 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-25 15:01:11,070 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-25 15:01:11,083 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.583
2023-07-25 15:01:11,098 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.586
2023-07-25 15:01:11,112 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.589
2023-07-25 15:01:11,125 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-25 15:01:11,137 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.594
2023-07-25 15:01:11,151 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-25 15:01:11,167 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-25 15:01:11,182 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-25 15:01:11,197 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.590
2023-07-25 15:01:11,209 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.588
2023-07-25 15:01:11,225 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-25 15:01:11,239 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.589
2023-07-25 15:01:11,252 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-25 15:01:11,268 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.581
2023-07-25 15:01:11,285 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-25 15:01:11,298 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.584
2023-07-25 15:01:11,312 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.630
2023-07-25 15:01:11,325 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.630
2023-07-25 15:01:11,340 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.626
2023-07-25 15:01:11,353 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.626
2023-07-25 15:01:11,370 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-25 15:01:11,383 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-25 15:01:11,398 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-25 15:01:11,413 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-25 15:01:11,425 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-25 15:01:11,440 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.667
2023-07-25 15:01:11,455 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:11,471 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-25 15:01:11,485 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 15:01:11,500 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 15:01:11,514 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 15:01:11,529 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 15:01:11,544 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 15:01:11,558 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-25 15:01:11,567 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-25 15:01:11,583 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 15:01:11,599 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 15:01:11,612 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 15:01:11,627 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-25 15:01:11,642 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 15:01:11,657 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 15:01:11,673 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 15:01:11,688 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 15:01:11,703 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:01:11,718 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 15:01:11,733 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.642
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2023-07-25 15:01:11,805 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 15:01:11,820 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 15:01:12,279 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.644
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2023-07-25 15:01:13,172 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.920, mIoU: 0.638
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2023-07-25 15:01:13,296 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-25 15:01:17,203 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 15:01:17,217 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 15:01:17,227 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-25 15:01:17,268 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:01:17,280 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-25 15:01:17,305 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:17,348 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,356 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,371 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,385 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,398 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,412 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,427 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,440 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:17,455 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:17,467 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:17,483 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 15:01:17,499 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 15:01:17,514 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 15:01:17,529 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 15:01:17,544 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,558 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,572 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,587 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:17,600 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:17,614 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:17,630 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:17,645 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:17,659 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 15:01:17,671 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 15:01:17,685 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 15:01:17,699 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 15:01:17,713 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 15:01:17,727 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 15:01:17,742 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:01:17,754 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:01:17,769 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:01:17,783 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:01:17,796 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:01:17,811 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:17,822 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:17,837 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:01:17,850 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:17,861 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 15:01:17,873 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 15:01:17,888 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:17,903 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 15:01:17,918 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:17,932 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:17,941 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 15:01:17,970 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:17,985 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,000 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,014 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,027 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,039 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,053 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,067 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:01:18,081 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:01:18,093 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,106 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,119 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,133 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:01:18,147 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,159 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:01:18,173 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:18,187 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:18,202 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:18,215 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:01:18,230 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,244 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-25 15:01:18,408 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.662
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2023-07-25 15:01:18,435 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-25 15:01:18,462 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,476 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,491 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-25 15:01:18,516 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:18,528 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:18,543 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,559 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,575 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,590 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:18,604 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,617 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,632 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,648 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,660 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,675 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,690 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,705 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,719 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,734 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,745 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:01:18,760 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:01:18,775 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:01:18,803 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.921, mIoU: 0.661
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2023-07-25 15:01:18,828 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,843 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:18,857 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:18,871 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:18,883 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-25 15:01:18,926 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:18,940 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 15:01:18,969 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:01:18,983 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:01:18,999 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:01:19,013 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:19,027 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:19,042 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:01:19,057 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,073 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,085 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,106 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,119 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,134 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-25 15:01:19,165 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,180 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,195 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:19,209 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,222 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,236 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:19,249 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:19,263 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-25 15:01:19,293 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:19,308 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 15:01:19,317 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 15:01:19,329 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:01:19,343 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:01:19,355 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:19,368 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:19,380 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:19,393 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-25 15:01:19,934 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:19,948 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:19,963 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:19,974 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:19,987 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:20,000 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:20,013 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,026 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,038 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,051 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:20,065 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:20,080 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:20,092 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:20,106 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:20,118 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,130 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,144 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,159 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,173 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,188 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,202 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,217 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,229 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,245 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,260 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,276 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:20,292 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,306 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,322 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,335 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,347 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:20,360 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:01:20,375 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,391 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,404 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,416 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,431 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:01:20,445 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:20,459 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:01:20,474 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,489 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,502 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,517 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,529 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,543 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,557 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,571 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,587 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,601 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,616 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,631 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,643 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,656 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,671 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,686 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,701 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,715 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:01:20,727 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,740 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,753 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,766 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:20,780 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:01:20,797 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:01:20,809 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,824 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,837 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,851 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,866 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,879 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,891 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,906 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,921 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:01:20,934 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:01:20,948 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,963 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,976 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:20,989 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,004 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,019 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,035 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,048 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,062 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,075 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,090 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,103 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,116 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,131 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,146 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,159 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,174 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,189 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,205 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,220 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,233 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,245 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,258 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,271 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,283 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,296 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,311 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,323 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,336 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,350 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,365 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,379 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,394 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,406 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,419 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,433 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,448 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,463 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,477 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,490 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,502 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,513 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,528 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,543 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,557 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,571 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,582 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,595 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,611 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,625 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:21,638 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,652 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,665 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,680 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:21,693 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:21,707 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:21,720 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,735 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,750 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,763 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,778 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,793 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,807 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,822 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,837 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,852 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:21,866 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,880 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,895 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:21,909 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,922 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,936 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,948 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,964 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:21,977 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:21,993 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,007 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,018 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,032 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,047 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,061 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,074 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,088 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,103 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,115 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,129 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,144 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,158 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,171 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,182 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:22,198 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,212 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:22,226 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:22,239 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:22,253 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:01:22,267 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:01:22,282 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,296 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,308 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,323 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,335 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,350 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,363 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,376 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:01:22,391 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,404 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,418 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,433 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,448 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:01:22,462 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,476 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,490 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,504 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,520 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,535 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,550 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,565 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,575 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,589 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,602 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,619 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,634 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,649 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,662 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,677 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 15:01:22,691 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,704 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,719 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,734 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 15:01:22,746 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 15:01:22,761 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 15:01:22,775 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,789 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 15:01:22,802 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,816 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,830 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,844 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 15:01:22,856 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,870 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,884 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,896 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,910 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,924 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,937 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:01:22,950 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:22,963 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:22,976 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:22,990 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,004 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,018 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,032 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,046 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,059 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,071 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,085 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,097 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,110 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,124 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,138 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,153 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,168 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,180 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,193 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,208 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,223 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,235 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,249 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,262 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,277 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,290 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,305 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,321 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,335 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,344 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,360 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,375 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,387 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,401 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,416 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,432 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,445 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,459 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,474 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,489 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,503 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,517 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,534 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,549 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,561 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,576 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,591 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,604 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:23,618 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,634 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,649 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,664 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,671 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,684 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,697 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,709 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,720 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,734 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,749 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,763 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 15:01:23,775 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:01:23,787 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:01:23,802 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:01:23,812 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:01:23,827 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:01:23,840 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,854 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,868 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,883 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,897 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,909 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,922 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,938 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:23,953 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,967 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,982 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:23,995 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,005 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,016 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,029 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,041 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,055 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:01:24,068 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:24,082 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 15:01:24,097 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,112 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,125 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,140 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,155 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,170 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,185 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,198 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,212 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,227 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,242 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,255 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,267 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,282 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,294 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,310 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,323 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,337 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,352 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,369 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,385 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,398 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:24,413 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-25 15:01:24,428 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,443 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,458 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,470 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,483 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,498 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,512 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-25 15:01:24,527 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-25 15:01:24,541 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-25 15:01:24,556 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-25 15:01:24,571 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-25 15:01:24,585 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,599 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,612 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,629 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,640 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,653 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,667 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-25 15:01:24,678 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-25 15:01:24,692 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,706 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-25 15:01:24,721 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,736 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,751 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,766 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,781 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,793 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,809 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:24,821 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,836 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,850 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,863 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:24,878 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:24,891 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:24,905 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,920 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:24,936 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:24,951 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:24,965 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:24,977 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:24,989 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:25,004 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:25,016 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,029 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,043 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,058 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,072 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,084 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,096 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,111 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,125 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,140 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,153 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,165 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 15:01:25,179 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:25,194 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:25,208 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.922, mIoU: 0.651
2023-07-25 15:01:25,222 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,237 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,251 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,264 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,278 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,293 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 15:01:25,307 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.922, mIoU: 0.653
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2023-07-25 15:01:25,347 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.922, mIoU: 0.653
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2023-07-25 15:01:25,393 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.922, mIoU: 0.654
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2023-07-25 15:01:25,437 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 15:01:25,480 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 15:01:25,496 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 15:01:25,510 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.653
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2023-07-25 15:01:25,582 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-25 15:01:25,701 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 15:01:25,715 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 15:01:25,727 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.651
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2023-07-25 15:01:25,769 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.921, mIoU: 0.651
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2023-07-25 15:01:26,112 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.921, mIoU: 0.654
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2023-07-25 15:01:27,015 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 15:01:27,153 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 15:01:27,306 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-25 15:01:27,388 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 15:01:27,501 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-25 15:01:27,985 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:27,999 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,014 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,029 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.920, mIoU: 0.650
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2023-07-25 15:01:28,059 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,075 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,090 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,103 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,116 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,131 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,146 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,159 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,174 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,191 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,206 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 15:01:28,220 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,234 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,248 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,262 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,275 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,287 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,299 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,312 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,324 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,338 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,352 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,364 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,376 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:28,390 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:28,415 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:28,444 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-25 15:01:28,574 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:28,587 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:28,602 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:28,705 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:28,719 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,732 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 15:01:28,790 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:28,804 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,819 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,834 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:28,844 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 15:01:28,858 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 15:01:28,927 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:28,940 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.920, mIoU: 0.649
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2023-07-25 15:01:28,980 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 15:01:28,993 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 15:01:29,008 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.650
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2023-07-25 15:01:29,258 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:29,355 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,370 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,386 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,401 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:29,554 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.648
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2023-07-25 15:01:29,702 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 15:01:29,718 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 15:01:29,733 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.919, mIoU: 0.647
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2023-07-25 15:01:29,802 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,816 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,830 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 15:01:29,845 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-25 15:01:29,987 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:30,002 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-25 15:01:30,117 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:30,130 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:30,144 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-25 15:01:30,656 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:01:30,672 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 15:01:47,034 semantic_segmentation INFO: Iters: 60010/150000 || Lr: 0.012628 || Task Loss: 0.4487 || KD Loss: 0.0894|| 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, 4:15:31 || Estimated Time: 1 day, 18:22:34
2023-07-25 15:02:03,373 semantic_segmentation INFO: Iters: 60020/150000 || Lr: 0.012627 || Task Loss: 0.7825 || KD Loss: 0.2495|| 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, 4:15:47 || Estimated Time: 1 day, 18:22:16
2023-07-25 15:02:19,793 semantic_segmentation INFO: Iters: 60030/150000 || Lr: 0.012625 || Task Loss: 0.4650 || KD Loss: 0.1620|| 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, 4:16:04 || Estimated Time: 1 day, 18:21:58
2023-07-25 15:02:36,337 semantic_segmentation INFO: Iters: 60040/150000 || Lr: 0.012624 || Task Loss: 0.3437 || KD Loss: 0.0474|| 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, 4:16:20 || Estimated Time: 1 day, 18:21:40
2023-07-25 15:02:52,839 semantic_segmentation INFO: Iters: 60050/150000 || Lr: 0.012623 || Task Loss: 0.3525 || KD Loss: 0.0796|| 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, 4:16:37 || Estimated Time: 1 day, 18:21:23
2023-07-25 15:03:09,325 semantic_segmentation INFO: Iters: 60060/150000 || Lr: 0.012621 || Task Loss: 0.5806 || KD Loss: 0.1536|| 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, 4:16:53 || Estimated Time: 1 day, 18:21:05
2023-07-25 15:03:25,703 semantic_segmentation INFO: Iters: 60070/150000 || Lr: 0.012620 || Task Loss: 0.6894 || KD Loss: 0.1730|| 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, 4:17:10 || Estimated Time: 1 day, 18:20:47
2023-07-25 15:03:42,247 semantic_segmentation INFO: Iters: 60080/150000 || Lr: 0.012619 || Task Loss: 0.3977 || KD Loss: 0.0984|| 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, 4:17:26 || Estimated Time: 1 day, 18:20:30
2023-07-25 15:03:58,649 semantic_segmentation INFO: Iters: 60090/150000 || Lr: 0.012618 || Task Loss: 0.4550 || KD Loss: 0.1319|| 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, 4:17:43 || Estimated Time: 1 day, 18:20:12
2023-07-25 15:04:15,051 semantic_segmentation INFO: Iters: 60100/150000 || Lr: 0.012616 || Task Loss: 0.6556 || KD Loss: 0.2033|| 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, 4:17:59 || Estimated Time: 1 day, 18:19:54
2023-07-25 15:04:31,435 semantic_segmentation INFO: Iters: 60110/150000 || Lr: 0.012615 || Task Loss: 0.3553 || KD Loss: 0.0784|| 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, 4:18:15 || Estimated Time: 1 day, 18:19:36
2023-07-25 15:04:47,963 semantic_segmentation INFO: Iters: 60120/150000 || Lr: 0.012614 || Task Loss: 0.6685 || KD Loss: 0.2088|| 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, 4:18:32 || Estimated Time: 1 day, 18:19:19
2023-07-25 15:05:04,410 semantic_segmentation INFO: Iters: 60130/150000 || Lr: 0.012613 || Task Loss: 0.2911 || KD Loss: 0.0742|| 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, 4:18:48 || Estimated Time: 1 day, 18:19:01
2023-07-25 15:05:20,793 semantic_segmentation INFO: Iters: 60140/150000 || Lr: 0.012611 || Task Loss: 0.4769 || KD Loss: 0.1198|| 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, 4:19:05 || Estimated Time: 1 day, 18:18:43
2023-07-25 15:05:37,315 semantic_segmentation INFO: Iters: 60150/150000 || Lr: 0.012610 || Task Loss: 0.4993 || KD Loss: 0.1725|| 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, 4:19:21 || Estimated Time: 1 day, 18:18:26
2023-07-25 15:05:53,783 semantic_segmentation INFO: Iters: 60160/150000 || Lr: 0.012609 || Task Loss: 0.5981 || KD Loss: 0.1367|| 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: 1 day, 4:19:38 || Estimated Time: 1 day, 18:18:08
2023-07-25 15:06:10,150 semantic_segmentation INFO: Iters: 60170/150000 || Lr: 0.012608 || Task Loss: 0.5453 || KD Loss: 0.1552|| 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, 4:19:54 || Estimated Time: 1 day, 18:17:50
2023-07-25 15:06:26,548 semantic_segmentation INFO: Iters: 60180/150000 || Lr: 0.012606 || Task Loss: 0.4269 || KD Loss: 0.0885|| 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, 4:20:11 || Estimated Time: 1 day, 18:17:32
2023-07-25 15:06:42,935 semantic_segmentation INFO: Iters: 60190/150000 || Lr: 0.012605 || Task Loss: 0.3918 || KD Loss: 0.0842|| 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, 4:20:27 || Estimated Time: 1 day, 18:17:15
2023-07-25 15:06:59,404 semantic_segmentation INFO: Iters: 60200/150000 || Lr: 0.012604 || Task Loss: 0.5029 || KD Loss: 0.1190|| 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, 4:20:43 || Estimated Time: 1 day, 18:16:57
2023-07-25 15:07:15,881 semantic_segmentation INFO: Iters: 60210/150000 || Lr: 0.012603 || Task Loss: 0.4343 || KD Loss: 0.1181|| 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, 4:21:00 || Estimated Time: 1 day, 18:16:39
2023-07-25 15:07:32,286 semantic_segmentation INFO: Iters: 60220/150000 || Lr: 0.012601 || Task Loss: 0.4270 || KD Loss: 0.1072|| 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, 4:21:16 || Estimated Time: 1 day, 18:16:22
2023-07-25 15:07:50,987 semantic_segmentation INFO: Iters: 60230/150000 || Lr: 0.012600 || Task Loss: 0.3181 || KD Loss: 0.0546|| 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, 4:21:35 || Estimated Time: 1 day, 18:16:07
2023-07-25 15:08:08,924 semantic_segmentation INFO: Iters: 60240/150000 || Lr: 0.012599 || Task Loss: 0.3957 || KD Loss: 0.0633|| 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, 4:21:53 || Estimated Time: 1 day, 18:15:52
2023-07-25 15:08:25,308 semantic_segmentation INFO: Iters: 60250/150000 || Lr: 0.012597 || Task Loss: 0.5841 || KD Loss: 0.1855|| 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, 4:22:09 || Estimated Time: 1 day, 18:15:34
2023-07-25 15:08:41,698 semantic_segmentation INFO: Iters: 60260/150000 || Lr: 0.012596 || Task Loss: 0.5293 || KD Loss: 0.0937|| 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, 4:22:26 || Estimated Time: 1 day, 18:15:16
2023-07-25 15:08:58,094 semantic_segmentation INFO: Iters: 60270/150000 || Lr: 0.012595 || Task Loss: 0.4341 || KD Loss: 0.1011|| 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, 4:22:42 || Estimated Time: 1 day, 18:14:58
2023-07-25 15:09:14,623 semantic_segmentation INFO: Iters: 60280/150000 || Lr: 0.012594 || Task Loss: 0.4341 || KD Loss: 0.1276|| 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, 4:22:59 || Estimated Time: 1 day, 18:14:41
2023-07-25 15:09:31,064 semantic_segmentation INFO: Iters: 60290/150000 || Lr: 0.012592 || Task Loss: 0.5456 || KD Loss: 0.1570|| 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: 1 day, 4:23:15 || Estimated Time: 1 day, 18:14:23
2023-07-25 15:09:47,582 semantic_segmentation INFO: Iters: 60300/150000 || Lr: 0.012591 || Task Loss: 0.7135 || KD Loss: 0.2940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:32 || Estimated Time: 1 day, 18:14:06
2023-07-25 15:10:04,036 semantic_segmentation INFO: Iters: 60310/150000 || Lr: 0.012590 || Task Loss: 0.4328 || KD Loss: 0.0839|| 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: 1 day, 4:23:48 || Estimated Time: 1 day, 18:13:48
2023-07-25 15:10:20,407 semantic_segmentation INFO: Iters: 60320/150000 || Lr: 0.012589 || Task Loss: 0.4062 || KD Loss: 0.0871|| 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, 4:24:04 || Estimated Time: 1 day, 18:13:30
2023-07-25 15:10:36,765 semantic_segmentation INFO: Iters: 60330/150000 || Lr: 0.012587 || Task Loss: 0.5733 || KD Loss: 0.1457|| 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, 4:24:21 || Estimated Time: 1 day, 18:13:12
2023-07-25 15:10:53,170 semantic_segmentation INFO: Iters: 60340/150000 || Lr: 0.012586 || Task Loss: 0.3286 || KD Loss: 0.0688|| 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, 4:24:37 || Estimated Time: 1 day, 18:12:54
2023-07-25 15:11:09,562 semantic_segmentation INFO: Iters: 60350/150000 || Lr: 0.012585 || Task Loss: 0.5705 || KD Loss: 0.0941|| 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, 4:24:54 || Estimated Time: 1 day, 18:12:37
2023-07-25 15:11:25,952 semantic_segmentation INFO: Iters: 60360/150000 || Lr: 0.012584 || Task Loss: 0.4579 || KD Loss: 0.0869|| 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, 4:25:10 || Estimated Time: 1 day, 18:12:19
2023-07-25 15:11:42,331 semantic_segmentation INFO: Iters: 60370/150000 || Lr: 0.012582 || Task Loss: 0.4647 || KD Loss: 0.1320|| 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, 4:25:26 || Estimated Time: 1 day, 18:12:01
2023-07-25 15:11:58,845 semantic_segmentation INFO: Iters: 60380/150000 || Lr: 0.012581 || Task Loss: 0.3661 || KD Loss: 0.0650|| 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, 4:25:43 || Estimated Time: 1 day, 18:11:44
2023-07-25 15:12:15,290 semantic_segmentation INFO: Iters: 60390/150000 || Lr: 0.012580 || Task Loss: 0.4360 || KD Loss: 0.1158|| 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, 4:25:59 || Estimated Time: 1 day, 18:11:26
2023-07-25 15:12:31,783 semantic_segmentation INFO: Iters: 60400/150000 || Lr: 0.012579 || Task Loss: 0.6027 || KD Loss: 0.1372|| 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, 4:26:16 || Estimated Time: 1 day, 18:11:08
2023-07-25 15:12:48,288 semantic_segmentation INFO: Iters: 60410/150000 || Lr: 0.012577 || Task Loss: 0.5204 || KD Loss: 0.1185|| 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: 1 day, 4:26:32 || Estimated Time: 1 day, 18:10:51
2023-07-25 15:13:04,664 semantic_segmentation INFO: Iters: 60420/150000 || Lr: 0.012576 || Task Loss: 0.5226 || KD Loss: 0.1049|| 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, 4:26:49 || Estimated Time: 1 day, 18:10:33
2023-07-25 15:13:21,203 semantic_segmentation INFO: Iters: 60430/150000 || Lr: 0.012575 || Task Loss: 0.4054 || KD Loss: 0.0761|| 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, 4:27:05 || Estimated Time: 1 day, 18:10:15
2023-07-25 15:13:37,643 semantic_segmentation INFO: Iters: 60440/150000 || Lr: 0.012573 || Task Loss: 0.3462 || KD Loss: 0.0591|| 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, 4:27:22 || Estimated Time: 1 day, 18:09:57
2023-07-25 15:13:54,004 semantic_segmentation INFO: Iters: 60450/150000 || Lr: 0.012572 || Task Loss: 0.5111 || KD Loss: 0.1490|| 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, 4:27:38 || Estimated Time: 1 day, 18:09:40
2023-07-25 15:14:10,418 semantic_segmentation INFO: Iters: 60460/150000 || Lr: 0.012571 || Task Loss: 0.3546 || KD Loss: 0.0636|| 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, 4:27:54 || Estimated Time: 1 day, 18:09:22
2023-07-25 15:14:26,781 semantic_segmentation INFO: Iters: 60470/150000 || Lr: 0.012570 || Task Loss: 0.3709 || KD Loss: 0.1089|| 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, 4:28:11 || Estimated Time: 1 day, 18:09:04
2023-07-25 15:14:43,179 semantic_segmentation INFO: Iters: 60480/150000 || Lr: 0.012568 || Task Loss: 0.4950 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 18:08:46
2023-07-25 15:14:59,700 semantic_segmentation INFO: Iters: 60490/150000 || Lr: 0.012567 || Task Loss: 0.5704 || KD Loss: 0.1187|| 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, 4:28:44 || Estimated Time: 1 day, 18:08:29
2023-07-25 15:15:16,136 semantic_segmentation INFO: Iters: 60500/150000 || Lr: 0.012566 || Task Loss: 0.4370 || KD Loss: 0.1174|| 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, 4:29:00 || Estimated Time: 1 day, 18:08:11
2023-07-25 15:15:32,664 semantic_segmentation INFO: Iters: 60510/150000 || Lr: 0.012565 || Task Loss: 0.4428 || KD Loss: 0.1010|| 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, 4:29:17 || Estimated Time: 1 day, 18:07:54
2023-07-25 15:15:49,117 semantic_segmentation INFO: Iters: 60520/150000 || Lr: 0.012563 || Task Loss: 0.5685 || KD Loss: 0.1960|| 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, 4:29:33 || Estimated Time: 1 day, 18:07:36
2023-07-25 15:16:05,499 semantic_segmentation INFO: Iters: 60530/150000 || Lr: 0.012562 || Task Loss: 0.3861 || KD Loss: 0.0581|| 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, 4:29:49 || Estimated Time: 1 day, 18:07:18
2023-07-25 15:16:21,901 semantic_segmentation INFO: Iters: 60540/150000 || Lr: 0.012561 || Task Loss: 0.5835 || KD Loss: 0.1421|| 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, 4:30:06 || Estimated Time: 1 day, 18:07:00
2023-07-25 15:16:38,352 semantic_segmentation INFO: Iters: 60550/150000 || Lr: 0.012560 || Task Loss: 0.3814 || KD Loss: 0.0857|| 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, 4:30:22 || Estimated Time: 1 day, 18:06:43
2023-07-25 15:16:54,863 semantic_segmentation INFO: Iters: 60560/150000 || Lr: 0.012558 || Task Loss: 0.5775 || KD Loss: 0.1060|| 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, 4:30:39 || Estimated Time: 1 day, 18:06:25
2023-07-25 15:17:11,255 semantic_segmentation INFO: Iters: 60570/150000 || Lr: 0.012557 || Task Loss: 0.5402 || KD Loss: 0.1160|| 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, 4:30:55 || Estimated Time: 1 day, 18:06:07
2023-07-25 15:17:27,621 semantic_segmentation INFO: Iters: 60580/150000 || Lr: 0.012556 || Task Loss: 0.3777 || KD Loss: 0.0891|| 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, 4:31:12 || Estimated Time: 1 day, 18:05:49
2023-07-25 15:17:44,079 semantic_segmentation INFO: Iters: 60590/150000 || Lr: 0.012555 || Task Loss: 0.3711 || KD Loss: 0.0723|| 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, 4:31:28 || Estimated Time: 1 day, 18:05:32
2023-07-25 15:18:00,596 semantic_segmentation INFO: Iters: 60600/150000 || Lr: 0.012553 || Task Loss: 0.5035 || KD Loss: 0.0922|| 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, 4:31:45 || Estimated Time: 1 day, 18:05:14
2023-07-25 15:18:17,013 semantic_segmentation INFO: Iters: 60610/150000 || Lr: 0.012552 || Task Loss: 0.5308 || KD Loss: 0.0607|| 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, 4:32:01 || Estimated Time: 1 day, 18:04:56
2023-07-25 15:18:33,404 semantic_segmentation INFO: Iters: 60620/150000 || Lr: 0.012551 || Task Loss: 0.3453 || KD Loss: 0.0614|| 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, 4:32:17 || Estimated Time: 1 day, 18:04:39
2023-07-25 15:18:49,822 semantic_segmentation INFO: Iters: 60630/150000 || Lr: 0.012549 || Task Loss: 0.4026 || KD Loss: 0.0882|| 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, 4:32:34 || Estimated Time: 1 day, 18:04:21
2023-07-25 15:19:06,345 semantic_segmentation INFO: Iters: 60640/150000 || Lr: 0.012548 || Task Loss: 0.2970 || KD Loss: 0.0826|| 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, 4:32:50 || Estimated Time: 1 day, 18:04:03
2023-07-25 15:19:22,759 semantic_segmentation INFO: Iters: 60650/150000 || Lr: 0.012547 || Task Loss: 0.3620 || KD Loss: 0.0661|| 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, 4:33:07 || Estimated Time: 1 day, 18:03:46
2023-07-25 15:19:39,095 semantic_segmentation INFO: Iters: 60660/150000 || Lr: 0.012546 || Task Loss: 0.3349 || KD Loss: 0.0907|| 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, 4:33:23 || Estimated Time: 1 day, 18:03:28
2023-07-25 15:19:55,654 semantic_segmentation INFO: Iters: 60670/150000 || Lr: 0.012544 || Task Loss: 0.3607 || KD Loss: 0.1034|| 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, 4:33:40 || Estimated Time: 1 day, 18:03:10
2023-07-25 15:20:12,110 semantic_segmentation INFO: Iters: 60680/150000 || Lr: 0.012543 || Task Loss: 0.2861 || KD Loss: 0.0776|| 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, 4:33:56 || Estimated Time: 1 day, 18:02:53
2023-07-25 15:20:28,497 semantic_segmentation INFO: Iters: 60690/150000 || Lr: 0.012542 || Task Loss: 0.3784 || KD Loss: 0.0618|| 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, 4:34:12 || Estimated Time: 1 day, 18:02:35
2023-07-25 15:20:44,984 semantic_segmentation INFO: Iters: 60700/150000 || Lr: 0.012541 || Task Loss: 0.6131 || KD Loss: 0.1463|| 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, 4:34:29 || Estimated Time: 1 day, 18:02:17
2023-07-25 15:21:01,459 semantic_segmentation INFO: Iters: 60710/150000 || Lr: 0.012539 || Task Loss: 0.3852 || KD Loss: 0.0903|| 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, 4:34:45 || Estimated Time: 1 day, 18:02:00
2023-07-25 15:21:17,826 semantic_segmentation INFO: Iters: 60720/150000 || Lr: 0.012538 || Task Loss: 0.3592 || KD Loss: 0.0693|| 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, 4:35:02 || Estimated Time: 1 day, 18:01:42
2023-07-25 15:21:34,229 semantic_segmentation INFO: Iters: 60730/150000 || Lr: 0.012537 || Task Loss: 0.3137 || KD Loss: 0.0899|| 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, 4:35:18 || Estimated Time: 1 day, 18:01:24
2023-07-25 15:21:50,602 semantic_segmentation INFO: Iters: 60740/150000 || Lr: 0.012536 || Task Loss: 0.5182 || KD Loss: 0.0801|| 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, 4:35:35 || Estimated Time: 1 day, 18:01:06
2023-07-25 15:22:07,006 semantic_segmentation INFO: Iters: 60750/150000 || Lr: 0.012534 || Task Loss: 0.4198 || KD Loss: 0.0953|| 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, 4:35:51 || Estimated Time: 1 day, 18:00:48
2023-07-25 15:22:23,401 semantic_segmentation INFO: Iters: 60760/150000 || Lr: 0.012533 || Task Loss: 0.5553 || KD Loss: 0.1706|| 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, 4:36:07 || Estimated Time: 1 day, 18:00:31
2023-07-25 15:22:39,767 semantic_segmentation INFO: Iters: 60770/150000 || Lr: 0.012532 || Task Loss: 0.4592 || KD Loss: 0.1010|| 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, 4:36:24 || Estimated Time: 1 day, 18:00:13
2023-07-25 15:22:56,165 semantic_segmentation INFO: Iters: 60780/150000 || Lr: 0.012530 || Task Loss: 0.5343 || KD Loss: 0.1101|| 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, 4:36:40 || Estimated Time: 1 day, 17:59:55
2023-07-25 15:23:12,570 semantic_segmentation INFO: Iters: 60790/150000 || Lr: 0.012529 || Task Loss: 0.6062 || KD Loss: 0.1714|| 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, 4:36:57 || Estimated Time: 1 day, 17:59:37
2023-07-25 15:23:28,916 semantic_segmentation INFO: Iters: 60800/150000 || Lr: 0.012528 || Task Loss: 0.4044 || KD Loss: 0.0775|| 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, 4:37:13 || Estimated Time: 1 day, 17:59:20
2023-07-25 15:23:29,029 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:23:29,493 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-25 15:23:29,506 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.134
2023-07-25 15:23:29,518 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-25 15:23:29,532 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.166
2023-07-25 15:23:29,545 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.231
2023-07-25 15:23:29,557 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.893, mIoU: 0.232
2023-07-25 15:23:29,570 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.908, mIoU: 0.278
2023-07-25 15:23:29,584 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.919, mIoU: 0.284
2023-07-25 15:23:29,596 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.921, mIoU: 0.318
2023-07-25 15:23:29,609 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.924, mIoU: 0.356
2023-07-25 15:23:29,623 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.908, mIoU: 0.360
2023-07-25 15:23:29,637 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.916, mIoU: 0.406
2023-07-25 15:23:29,649 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.887, mIoU: 0.375
2023-07-25 15:23:29,663 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.891, mIoU: 0.370
2023-07-25 15:23:29,676 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.896, mIoU: 0.367
2023-07-25 15:23:29,688 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.364
2023-07-25 15:23:29,699 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.891, mIoU: 0.345
2023-07-25 15:23:29,711 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.892, mIoU: 0.345
2023-07-25 15:23:29,725 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.894, mIoU: 0.343
2023-07-25 15:23:29,740 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.895, mIoU: 0.394
2023-07-25 15:23:29,753 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.891, mIoU: 0.405
2023-07-25 15:23:29,768 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.414
2023-07-25 15:23:29,781 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.893, mIoU: 0.449
2023-07-25 15:23:29,796 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.897, mIoU: 0.453
2023-07-25 15:23:29,813 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.454
2023-07-25 15:23:29,826 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.897, mIoU: 0.455
2023-07-25 15:23:29,841 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.458
2023-07-25 15:23:29,852 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.902, mIoU: 0.458
2023-07-25 15:23:29,867 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.898, mIoU: 0.446
2023-07-25 15:23:29,881 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.901, mIoU: 0.446
2023-07-25 15:23:29,895 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.904, mIoU: 0.457
2023-07-25 15:23:29,910 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.455
2023-07-25 15:23:29,925 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.909, mIoU: 0.471
2023-07-25 15:23:29,939 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.910, mIoU: 0.470
2023-07-25 15:23:29,953 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-25 15:23:29,968 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.505
2023-07-25 15:23:29,981 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-25 15:23:29,993 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.549
2023-07-25 15:23:30,009 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.558
2023-07-25 15:23:30,021 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.910, mIoU: 0.558
2023-07-25 15:23:30,035 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.911, mIoU: 0.582
2023-07-25 15:23:30,050 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.581
2023-07-25 15:23:30,064 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.911, mIoU: 0.578
2023-07-25 15:23:30,077 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.578
2023-07-25 15:23:30,092 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.912, mIoU: 0.585
2023-07-25 15:23:30,108 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-25 15:23:30,120 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.912, mIoU: 0.590
2023-07-25 15:23:30,133 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.913, mIoU: 0.591
2023-07-25 15:23:30,147 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.591
2023-07-25 15:23:30,163 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.590
2023-07-25 15:23:30,178 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.912, mIoU: 0.586
2023-07-25 15:23:30,193 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.914, mIoU: 0.586
2023-07-25 15:23:30,206 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.583
2023-07-25 15:23:30,221 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.915, mIoU: 0.584
2023-07-25 15:23:30,236 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.586
2023-07-25 15:23:30,248 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.585
2023-07-25 15:23:30,263 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.580
2023-07-25 15:23:30,280 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.581
2023-07-25 15:23:30,293 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.917, mIoU: 0.583
2023-07-25 15:23:30,307 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.597
2023-07-25 15:23:30,320 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.605
2023-07-25 15:23:30,334 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.913, mIoU: 0.604
2023-07-25 15:23:30,347 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.603
2023-07-25 15:23:30,364 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.606
2023-07-25 15:23:30,377 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.915, mIoU: 0.604
2023-07-25 15:23:30,391 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.916, mIoU: 0.603
2023-07-25 15:23:30,406 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-25 15:23:30,418 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 15:23:30,433 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 15:23:30,448 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 15:23:30,463 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:30,478 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 15:23:30,493 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:30,508 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:30,522 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 15:23:30,537 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 15:23:30,552 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:30,561 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.912, mIoU: 0.652
2023-07-25 15:23:30,576 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.912, mIoU: 0.655
2023-07-25 15:23:30,592 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.656
2023-07-25 15:23:30,605 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.658
2023-07-25 15:23:30,620 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.659
2023-07-25 15:23:30,635 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.904, mIoU: 0.654
2023-07-25 15:23:30,650 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.904, mIoU: 0.658
2023-07-25 15:23:30,665 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.902, mIoU: 0.650
2023-07-25 15:23:30,680 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.903, mIoU: 0.652
2023-07-25 15:23:30,694 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.903, mIoU: 0.647
2023-07-25 15:23:30,709 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.649
2023-07-25 15:23:30,724 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.642
2023-07-25 15:23:30,736 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.903, mIoU: 0.642
2023-07-25 15:23:30,751 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.903, mIoU: 0.641
2023-07-25 15:23:30,767 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 15:23:30,781 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.900, mIoU: 0.625
2023-07-25 15:23:30,796 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 15:23:30,810 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.899, mIoU: 0.631
2023-07-25 15:23:30,825 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 15:23:30,838 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 15:23:30,850 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 15:23:30,865 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.902, mIoU: 0.630
2023-07-25 15:23:30,878 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.903, mIoU: 0.631
2023-07-25 15:23:30,892 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.903, mIoU: 0.631
2023-07-25 15:23:30,907 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.904, mIoU: 0.629
2023-07-25 15:23:30,921 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.905, mIoU: 0.630
2023-07-25 15:23:30,935 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-25 15:23:30,950 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 15:23:30,961 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.629
2023-07-25 15:23:30,976 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.901, mIoU: 0.629
2023-07-25 15:23:30,991 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.901, mIoU: 0.630
2023-07-25 15:23:31,003 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 15:23:31,016 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.902, mIoU: 0.632
2023-07-25 15:23:31,028 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.903, mIoU: 0.635
2023-07-25 15:23:31,041 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.903, mIoU: 0.635
2023-07-25 15:23:31,056 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.904, mIoU: 0.631
2023-07-25 15:23:31,071 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.904, mIoU: 0.632
2023-07-25 15:23:31,087 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.905, mIoU: 0.634
2023-07-25 15:23:31,100 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.905, mIoU: 0.634
2023-07-25 15:23:31,113 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.904, mIoU: 0.629
2023-07-25 15:23:31,128 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.904, mIoU: 0.628
2023-07-25 15:23:31,141 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 15:23:31,156 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.904, mIoU: 0.627
2023-07-25 15:23:31,171 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.905, mIoU: 0.627
2023-07-25 15:23:31,185 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.905, mIoU: 0.626
2023-07-25 15:23:31,198 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 15:23:31,214 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.907, mIoU: 0.624
2023-07-25 15:23:31,229 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 15:23:31,237 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 15:23:31,248 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.908, mIoU: 0.625
2023-07-25 15:23:31,263 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 15:23:31,272 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.908, mIoU: 0.629
2023-07-25 15:23:31,284 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 15:23:31,298 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.909, mIoU: 0.635
2023-07-25 15:23:31,313 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.910, mIoU: 0.636
2023-07-25 15:23:31,325 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.910, mIoU: 0.637
2023-07-25 15:23:31,340 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:31,352 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:31,364 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:31,378 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 15:23:31,391 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 15:23:31,405 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.909, mIoU: 0.631
2023-07-25 15:23:31,418 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-25 15:23:31,432 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 15:23:31,447 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 15:23:31,462 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:31,478 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:31,497 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:31,511 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:31,526 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:31,540 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 15:23:31,550 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-25 15:23:31,564 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-25 15:23:31,579 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.911, mIoU: 0.649
2023-07-25 15:23:31,592 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-25 15:23:31,606 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-25 15:23:31,619 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:31,632 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 15:23:31,647 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-25 15:23:31,661 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-25 15:23:31,677 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 15:23:31,691 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 15:23:31,706 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:31,721 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 15:23:31,735 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:31,748 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:31,763 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:31,775 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 15:23:31,788 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 15:23:31,800 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.910, mIoU: 0.635
2023-07-25 15:23:31,814 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.911, mIoU: 0.635
2023-07-25 15:23:31,828 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 15:23:31,843 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 15:23:31,857 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.907, mIoU: 0.615
2023-07-25 15:23:31,871 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 15:23:31,885 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 15:23:31,900 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 15:23:31,915 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 15:23:31,931 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 15:23:31,945 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 15:23:31,958 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 15:23:31,972 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 15:23:31,986 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 15:23:32,001 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 15:23:32,014 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 15:23:32,028 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 15:23:32,042 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 15:23:32,057 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 15:23:32,072 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 15:23:32,087 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.910, mIoU: 0.621
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2023-07-25 15:23:32,113 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 15:23:32,128 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 15:23:32,141 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.910, mIoU: 0.619
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2023-07-25 15:23:32,198 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 15:23:32,213 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.911, mIoU: 0.617
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2023-07-25 15:23:32,253 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:23:32,269 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.909, mIoU: 0.610
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2023-07-25 15:23:32,298 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 15:23:32,313 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.907, mIoU: 0.615
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2023-07-25 15:23:32,356 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.905, mIoU: 0.613
2023-07-25 15:23:32,368 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.906, mIoU: 0.614
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2023-07-25 15:23:32,486 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.907, mIoU: 0.617
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2023-07-25 15:23:32,530 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.908, mIoU: 0.618
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2023-07-25 15:23:32,556 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 15:23:32,569 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.909, mIoU: 0.618
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2023-07-25 15:23:35,355 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 15:23:35,369 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.908, mIoU: 0.624
2023-07-25 15:23:35,384 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 15:23:35,397 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.907, mIoU: 0.621
2023-07-25 15:23:35,412 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.906, mIoU: 0.623
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2023-07-25 15:23:35,441 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.907, mIoU: 0.623
2023-07-25 15:23:35,453 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.907, mIoU: 0.625
2023-07-25 15:23:35,468 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.907, mIoU: 0.628
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2023-07-25 15:23:35,496 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 15:23:35,511 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 15:23:35,526 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.908, mIoU: 0.630
2023-07-25 15:23:35,538 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.908, mIoU: 0.630
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2023-07-25 15:23:35,581 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.908, mIoU: 0.631
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2023-07-25 15:23:35,610 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 15:23:35,624 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 15:23:35,639 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.633
2023-07-25 15:23:35,653 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 15:23:35,667 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 15:23:35,681 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 15:23:35,695 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 15:23:35,707 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 15:23:35,719 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.908, mIoU: 0.633
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2023-07-25 15:23:35,750 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 15:23:35,766 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.907, mIoU: 0.633
2023-07-25 15:23:35,781 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 15:23:35,794 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 15:23:35,809 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.907, mIoU: 0.632
2023-07-25 15:23:35,822 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 15:23:35,832 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-25 15:23:35,846 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.629
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2023-07-25 15:23:35,874 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.907, mIoU: 0.630
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2023-07-25 15:23:35,904 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 15:23:35,920 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 15:23:35,935 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 15:23:35,944 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 15:23:35,954 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.906, mIoU: 0.627
2023-07-25 15:23:35,968 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.907, mIoU: 0.627
2023-07-25 15:23:35,981 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 15:23:35,996 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 15:23:36,009 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.907, mIoU: 0.628
2023-07-25 15:23:36,023 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 15:23:36,038 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.907, mIoU: 0.629
2023-07-25 15:23:36,053 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.907, mIoU: 0.630
2023-07-25 15:23:36,067 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.907, mIoU: 0.630
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2023-07-25 15:23:36,107 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.908, mIoU: 0.631
2023-07-25 15:23:36,121 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.908, mIoU: 0.632
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2023-07-25 15:23:36,147 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.908, mIoU: 0.632
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2023-07-25 15:23:36,173 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 15:23:36,187 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 15:23:36,201 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 15:23:36,215 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.908, mIoU: 0.633
2023-07-25 15:23:36,230 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.635
2023-07-25 15:23:36,239 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.635
2023-07-25 15:23:36,252 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.909, mIoU: 0.635
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2023-07-25 15:23:36,281 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.909, mIoU: 0.637
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2023-07-25 15:23:36,307 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 15:23:36,319 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 15:23:36,334 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 15:23:36,349 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 15:23:36,363 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 15:23:36,372 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 15:23:36,386 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 15:23:36,401 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.910, mIoU: 0.640
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2023-07-25 15:23:36,483 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.911, mIoU: 0.641
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2023-07-25 15:23:36,544 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.910, mIoU: 0.639
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2023-07-25 15:23:36,570 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-25 15:23:36,585 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-25 15:23:36,599 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 15:23:36,613 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.910, mIoU: 0.638
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2023-07-25 15:23:36,673 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.909, mIoU: 0.638
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2023-07-25 15:23:36,714 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-25 15:23:36,729 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-25 15:23:36,743 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-25 15:23:36,758 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 15:23:36,772 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 15:23:36,786 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 15:23:36,800 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-25 15:23:36,812 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 15:23:36,826 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-25 15:23:36,837 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:36,851 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:36,863 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:36,875 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.910, mIoU: 0.646
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2023-07-25 15:23:36,964 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.910, mIoU: 0.647
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2023-07-25 15:23:37,012 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.910, mIoU: 0.648
2023-07-25 15:23:37,027 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.647
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2023-07-25 15:23:37,123 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:37,138 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-25 15:23:37,152 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,167 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,180 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.911, mIoU: 0.647
2023-07-25 15:23:37,194 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,208 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,223 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,235 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-25 15:23:37,250 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.910, mIoU: 0.646
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2023-07-25 15:23:37,400 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.911, mIoU: 0.645
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2023-07-25 15:23:37,524 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.911, mIoU: 0.646
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2023-07-25 15:23:38,148 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:38,163 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 15:23:38,178 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:38,193 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:38,207 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-25 15:23:38,222 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,235 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,249 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,263 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,278 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,295 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,309 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,323 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,333 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-25 15:23:38,345 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.911, mIoU: 0.648
2023-07-25 15:23:38,360 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,372 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,386 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,398 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,410 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,424 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,440 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 15:23:38,454 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-25 15:23:38,469 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,482 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,495 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,507 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,521 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,535 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,550 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.912, mIoU: 0.649
2023-07-25 15:23:38,564 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,578 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,592 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,604 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,619 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:38,633 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,646 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.912, mIoU: 0.652
2023-07-25 15:23:38,659 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,673 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.912, mIoU: 0.652
2023-07-25 15:23:38,689 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,704 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,717 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,731 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.912, mIoU: 0.651
2023-07-25 15:23:38,746 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.912, mIoU: 0.652
2023-07-25 15:23:38,762 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:38,775 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:38,788 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:38,795 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:38,810 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:38,825 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:38,839 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,854 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,868 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,882 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,897 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,911 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,923 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:38,937 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:38,950 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:38,964 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:38,978 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:38,990 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:39,002 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:39,015 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:39,030 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:39,043 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:39,056 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:39,069 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:39,082 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,097 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,109 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,122 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,135 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:39,146 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:39,161 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,175 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,190 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,204 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,218 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,232 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,245 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,260 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,274 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,290 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,305 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:39,320 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-25 15:23:39,335 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-25 15:23:39,347 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-25 15:23:39,360 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-25 15:23:39,372 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,387 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,403 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,415 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.913, mIoU: 0.656
2023-07-25 15:23:39,428 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.913, mIoU: 0.657
2023-07-25 15:23:39,443 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,458 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,473 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,488 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,503 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.913, mIoU: 0.655
2023-07-25 15:23:39,516 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,530 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:39,543 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,557 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:39,572 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:39,586 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:39,602 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,616 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,632 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,647 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,659 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,671 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,686 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,701 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:39,715 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:39,729 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,741 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,753 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,767 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,780 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,794 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.913, mIoU: 0.653
2023-07-25 15:23:39,810 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-25 15:23:39,823 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,837 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,850 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,864 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,879 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,892 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,904 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,919 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,933 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,946 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:39,960 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,975 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:39,988 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:40,000 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.650
2023-07-25 15:23:40,015 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,031 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,048 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,061 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,075 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,089 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,104 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,117 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,130 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,145 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,160 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,173 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,189 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,204 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,220 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,235 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,249 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,260 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,274 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,287 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,299 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,311 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,326 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,339 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,351 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,364 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,379 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,393 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,408 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,420 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,433 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,447 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,462 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,477 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,492 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,504 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,517 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,529 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,544 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.652
2023-07-25 15:23:40,560 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,574 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,588 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,599 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,612 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,627 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,642 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,655 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,669 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,682 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,697 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,709 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.651
2023-07-25 15:23:40,724 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:40,736 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,751 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,766 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:40,779 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,794 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,808 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,822 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,837 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,851 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,865 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:40,880 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,894 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,909 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,923 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,936 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,949 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,962 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,978 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:40,991 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,008 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,022 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,035 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,050 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,067 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,082 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,095 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,110 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,125 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,138 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,152 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,168 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,182 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,195 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.914, mIoU: 0.656
2023-07-25 15:23:41,207 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.915, mIoU: 0.656
2023-07-25 15:23:41,224 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,239 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,253 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,267 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,282 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,296 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,311 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,325 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,338 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,352 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,365 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.914, mIoU: 0.655
2023-07-25 15:23:41,379 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,393 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,405 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,420 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,433 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,447 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,461 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.914, mIoU: 0.654
2023-07-25 15:23:41,476 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,490 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,504 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,518 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,532 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,548 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,563 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,578 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,593 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,603 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,617 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,630 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,645 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,661 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,676 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,689 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,703 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:41,718 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,731 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,746 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,761 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 15:23:41,774 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,789 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,803 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,817 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,830 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,844 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,858 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:41,872 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:41,885 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:41,900 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:41,915 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,928 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,943 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:41,958 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 15:23:41,971 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,985 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:41,998 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,012 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,028 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,043 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,058 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,074 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,089 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:42,101 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 15:23:42,114 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 15:23:42,128 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:42,140 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:42,153 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,167 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,181 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:42,195 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:42,210 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,222 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,235 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,250 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 15:23:42,265 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,277 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,291 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:42,304 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,320 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,334 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,351 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,366 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,381 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,390 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,406 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,422 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,435 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,449 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,464 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,479 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,492 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,506 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,520 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,535 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,549 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,562 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,578 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,592 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,604 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,618 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,632 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,645 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:42,657 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,671 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,685 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,699 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,706 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,719 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,731 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:42,743 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:42,754 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,769 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,783 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,797 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,809 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,822 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,836 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,846 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,861 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:42,874 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,888 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,903 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,917 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,932 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,944 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:42,957 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:42,972 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:42,986 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:43,001 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:43,016 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,028 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,039 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,050 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,064 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,076 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:43,091 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:43,103 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:43,118 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:43,133 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:43,148 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:43,162 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:43,177 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,192 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,206 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,222 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,235 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,249 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,264 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,279 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:43,292 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,305 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,319 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,331 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,347 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,361 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,376 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,391 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,408 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,424 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,437 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:43,452 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 15:23:43,467 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,482 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,497 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,510 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,523 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,537 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,552 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 15:23:43,566 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,580 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,595 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,609 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:23:43,623 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,637 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,650 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,664 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,674 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,686 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,700 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,712 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,726 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,741 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:43,756 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:43,772 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:43,788 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:43,803 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,818 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,831 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,846 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,859 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,874 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,888 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,901 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,916 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,929 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,943 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,957 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 15:23:43,972 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:43,986 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,000 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,012 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,023 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,038 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 15:23:44,050 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,062 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,077 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:44,092 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:44,106 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:44,118 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 15:23:44,130 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,146 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,162 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,178 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,191 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,204 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,219 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,234 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,249 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,264 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,279 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,294 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,308 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,323 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,338 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,352 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,366 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 15:23:44,379 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:44,391 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:44,406 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 15:23:44,420 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 15:23:44,434 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,445 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 15:23:44,459 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,473 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,487 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,500 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,514 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,528 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,541 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,556 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,570 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,585 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,597 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,612 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,627 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:44,639 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,654 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,666 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,674 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,688 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,702 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,714 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:44,729 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:44,743 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:44,755 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,768 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,783 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,798 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:44,812 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:44,828 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:44,842 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,858 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,873 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,886 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,900 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,915 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,929 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,941 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,954 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,968 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,983 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:44,997 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,012 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,024 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,039 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,053 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,066 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,081 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,098 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,113 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,128 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,141 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,155 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,170 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,184 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,198 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,211 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,226 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,238 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,251 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,262 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,277 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,292 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,306 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,320 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,330 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,342 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,357 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,372 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,385 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,400 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,415 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,430 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,443 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,457 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,471 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,484 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,499 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,511 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:45,524 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:45,538 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:45,553 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,567 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,581 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,594 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,608 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,622 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,633 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,648 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,662 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,676 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:45,690 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:45,701 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.913, mIoU: 0.646
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2023-07-25 15:23:45,767 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.913, mIoU: 0.646
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2023-07-25 15:23:45,897 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,911 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 15:23:45,925 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.912, mIoU: 0.646
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2023-07-25 15:23:46,038 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.912, mIoU: 0.646
2023-07-25 15:23:46,052 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.912, mIoU: 0.646
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2023-07-25 15:23:46,135 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-25 15:23:46,160 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 15:23:46,174 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.912, mIoU: 0.647
2023-07-25 15:23:46,189 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,202 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.913, mIoU: 0.647
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2023-07-25 15:23:46,234 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,249 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,261 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,276 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,291 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,302 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,317 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,332 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,346 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,359 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,371 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,386 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,399 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,414 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,426 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,441 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,454 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,466 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 15:23:46,481 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,495 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,509 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 15:23:46,524 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,539 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,552 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,566 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,580 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,594 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,608 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 15:23:46,621 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,634 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,649 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,664 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,679 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,691 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,704 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,718 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,733 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:46,746 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,758 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,774 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,789 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,804 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,818 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,832 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,847 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,860 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,873 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,887 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,900 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,914 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-25 15:23:46,928 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:46,942 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:46,956 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:46,970 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:46,984 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:46,998 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 15:23:47,011 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,026 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,040 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,055 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,069 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-25 15:23:47,084 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,099 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,111 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,127 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,143 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,158 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,171 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,185 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,200 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,215 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,229 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,243 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,258 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,273 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:47,285 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,298 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,310 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,323 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,335 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,349 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,363 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,376 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:47,388 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,402 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,413 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,427 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,441 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,456 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,470 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,485 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,497 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,511 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,526 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,538 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,553 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,567 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,582 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,595 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,609 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:47,624 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,638 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,653 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,666 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,680 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,695 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,710 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,724 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,736 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:47,751 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,765 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,781 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,795 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,810 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,824 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,839 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,849 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,862 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,875 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,887 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:47,903 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,917 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,931 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,943 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,955 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,968 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,982 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:47,995 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,009 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,024 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,036 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,050 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,065 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,078 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,092 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,107 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,119 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,134 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,145 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,161 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 15:23:48,176 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,190 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,205 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,217 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,230 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,243 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 15:23:48,257 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,272 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,285 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,298 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,312 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,326 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 15:23:48,341 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,353 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,367 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,383 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,398 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,413 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,427 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,435 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,450 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,462 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,475 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,490 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,505 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,520 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,535 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,551 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,566 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 15:23:48,581 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:48,594 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:48,609 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-25 15:23:48,625 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,639 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,654 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,669 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,685 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,697 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,715 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,730 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 15:23:48,744 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,756 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 15:23:48,768 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:48,783 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:48,797 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:48,811 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:48,825 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,839 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:48,853 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:48,867 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:48,880 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:48,895 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,907 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,922 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,937 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,952 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,966 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,979 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:48,994 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:49,008 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,023 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,037 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,052 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,067 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,081 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,093 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.911, mIoU: 0.636
2023-07-25 15:23:49,108 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,120 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,135 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,150 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,165 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,180 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,194 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,207 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,216 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,231 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,243 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,257 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,273 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,288 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,303 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,314 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,323 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,340 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,354 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,369 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,382 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,396 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,411 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,424 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,438 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,453 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,466 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,480 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,492 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,505 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,519 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,533 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,545 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.911, mIoU: 0.637
2023-07-25 15:23:49,559 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,572 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 15:23:49,586 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:49,601 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 15:23:49,612 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 15:23:49,625 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 15:23:49,639 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:23:49,655 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.911, mIoU: 0.638
2023-07-25 15:24:06,095 semantic_segmentation INFO: Iters: 60810/150000 || Lr: 0.012527 || Task Loss: 0.3736 || KD Loss: 0.1065|| 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, 4:37:50 || Estimated Time: 1 day, 17:59:32
2023-07-25 15:24:22,429 semantic_segmentation INFO: Iters: 60820/150000 || Lr: 0.012525 || Task Loss: 0.4799 || KD Loss: 0.1088|| 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, 4:38:06 || Estimated Time: 1 day, 17:59:14
2023-07-25 15:24:38,763 semantic_segmentation INFO: Iters: 60830/150000 || Lr: 0.012524 || Task Loss: 0.3662 || KD Loss: 0.0594|| 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, 4:38:23 || Estimated Time: 1 day, 17:58:57
2023-07-25 15:24:55,155 semantic_segmentation INFO: Iters: 60840/150000 || Lr: 0.012523 || Task Loss: 0.3335 || 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, 4:38:39 || Estimated Time: 1 day, 17:58:39
2023-07-25 15:25:11,577 semantic_segmentation INFO: Iters: 60850/150000 || Lr: 0.012522 || Task Loss: 0.4372 || KD Loss: 0.0890|| 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, 4:38:56 || Estimated Time: 1 day, 17:58:21
2023-07-25 15:25:28,115 semantic_segmentation INFO: Iters: 60860/150000 || Lr: 0.012520 || Task Loss: 0.3573 || KD Loss: 0.0815|| 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, 4:39:12 || Estimated Time: 1 day, 17:58:04
2023-07-25 15:25:44,724 semantic_segmentation INFO: Iters: 60870/150000 || Lr: 0.012519 || Task Loss: 0.4632 || KD Loss: 0.1201|| 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, 4:39:29 || Estimated Time: 1 day, 17:57:46
2023-07-25 15:26:01,178 semantic_segmentation INFO: Iters: 60880/150000 || Lr: 0.012518 || Task Loss: 0.5675 || KD Loss: 0.1235|| 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, 4:39:45 || Estimated Time: 1 day, 17:57:28
2023-07-25 15:26:17,688 semantic_segmentation INFO: Iters: 60890/150000 || Lr: 0.012517 || Task Loss: 0.5349 || KD Loss: 0.1404|| 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: 1 day, 4:40:02 || Estimated Time: 1 day, 17:57:11
2023-07-25 15:26:34,069 semantic_segmentation INFO: Iters: 60900/150000 || Lr: 0.012515 || Task Loss: 0.4137 || KD Loss: 0.0631|| 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, 4:40:18 || Estimated Time: 1 day, 17:56:53
2023-07-25 15:26:50,648 semantic_segmentation INFO: Iters: 60910/150000 || Lr: 0.012514 || Task Loss: 0.3179 || KD Loss: 0.0568|| 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, 4:40:35 || Estimated Time: 1 day, 17:56:36
2023-07-25 15:27:07,046 semantic_segmentation INFO: Iters: 60920/150000 || Lr: 0.012513 || Task Loss: 0.4575 || KD Loss: 0.1046|| 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, 4:40:51 || Estimated Time: 1 day, 17:56:18
2023-07-25 15:27:23,644 semantic_segmentation INFO: Iters: 60930/150000 || Lr: 0.012512 || Task Loss: 0.4155 || KD Loss: 0.0787|| 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, 4:41:08 || Estimated Time: 1 day, 17:56:00
2023-07-25 15:27:40,155 semantic_segmentation INFO: Iters: 60940/150000 || Lr: 0.012510 || Task Loss: 0.4338 || KD Loss: 0.0834|| 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, 4:41:24 || Estimated Time: 1 day, 17:55:43
2023-07-25 15:27:56,617 semantic_segmentation INFO: Iters: 60950/150000 || Lr: 0.012509 || Task Loss: 0.4464 || KD Loss: 0.0727|| 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, 4:41:41 || Estimated Time: 1 day, 17:55:25
2023-07-25 15:28:13,675 semantic_segmentation INFO: Iters: 60960/150000 || Lr: 0.012508 || Task Loss: 0.7657 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 17:55:08
2023-07-25 15:28:30,186 semantic_segmentation INFO: Iters: 60970/150000 || Lr: 0.012506 || Task Loss: 0.5913 || KD Loss: 0.0992|| 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, 4:42:14 || Estimated Time: 1 day, 17:54:51
2023-07-25 15:28:46,587 semantic_segmentation INFO: Iters: 60980/150000 || Lr: 0.012505 || Task Loss: 0.3866 || KD Loss: 0.1231|| 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, 4:42:31 || Estimated Time: 1 day, 17:54:33
2023-07-25 15:29:03,008 semantic_segmentation INFO: Iters: 60990/150000 || Lr: 0.012504 || Task Loss: 0.5423 || KD Loss: 0.0955|| 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, 4:42:47 || Estimated Time: 1 day, 17:54:15
2023-07-25 15:29:19,543 semantic_segmentation INFO: Iters: 61000/150000 || Lr: 0.012503 || Task Loss: 0.3704 || KD Loss: 0.0742|| 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, 4:43:04 || Estimated Time: 1 day, 17:53:58
2023-07-25 15:29:36,035 semantic_segmentation INFO: Iters: 61010/150000 || Lr: 0.012501 || Task Loss: 0.6149 || KD Loss: 0.1769|| 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, 4:43:20 || Estimated Time: 1 day, 17:53:40
2023-07-25 15:29:52,499 semantic_segmentation INFO: Iters: 61020/150000 || Lr: 0.012500 || Task Loss: 0.4520 || KD Loss: 0.1123|| 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, 4:43:36 || Estimated Time: 1 day, 17:53:22
2023-07-25 15:30:09,124 semantic_segmentation INFO: Iters: 61030/150000 || Lr: 0.012499 || Task Loss: 0.8374 || KD Loss: 0.2379|| 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, 4:43:53 || Estimated Time: 1 day, 17:53:05
2023-07-25 15:30:25,513 semantic_segmentation INFO: Iters: 61040/150000 || Lr: 0.012498 || Task Loss: 0.3346 || KD Loss: 0.0733|| 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, 4:44:09 || Estimated Time: 1 day, 17:52:47
2023-07-25 15:30:42,084 semantic_segmentation INFO: Iters: 61050/150000 || Lr: 0.012496 || Task Loss: 0.4249 || KD Loss: 0.0776|| 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, 4:44:26 || Estimated Time: 1 day, 17:52:30
2023-07-25 15:30:58,568 semantic_segmentation INFO: Iters: 61060/150000 || Lr: 0.012495 || Task Loss: 0.4841 || KD Loss: 0.0836|| 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, 4:44:43 || Estimated Time: 1 day, 17:52:12
2023-07-25 15:31:18,191 semantic_segmentation INFO: Iters: 61070/150000 || Lr: 0.012494 || Task Loss: 0.3082 || KD Loss: 0.0656|| 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, 4:45:02 || Estimated Time: 1 day, 17:51:59
2023-07-25 15:31:35,136 semantic_segmentation INFO: Iters: 61080/150000 || Lr: 0.012493 || Task Loss: 0.4212 || KD Loss: 0.1145|| 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, 4:45:19 || Estimated Time: 1 day, 17:51:42
2023-07-25 15:31:51,515 semantic_segmentation INFO: Iters: 61090/150000 || Lr: 0.012491 || Task Loss: 0.4420 || KD Loss: 0.0958|| 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, 4:45:35 || Estimated Time: 1 day, 17:51:24
2023-07-25 15:32:08,103 semantic_segmentation INFO: Iters: 61100/150000 || Lr: 0.012490 || Task Loss: 0.3854 || KD Loss: 0.1013|| 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, 4:45:52 || Estimated Time: 1 day, 17:51:07
2023-07-25 15:32:24,609 semantic_segmentation INFO: Iters: 61110/150000 || Lr: 0.012489 || Task Loss: 0.4550 || KD Loss: 0.0925|| 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, 4:46:09 || Estimated Time: 1 day, 17:50:49
2023-07-25 15:32:41,065 semantic_segmentation INFO: Iters: 61120/150000 || Lr: 0.012488 || Task Loss: 0.4620 || KD Loss: 0.1373|| 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, 4:46:25 || Estimated Time: 1 day, 17:50:32
2023-07-25 15:32:57,500 semantic_segmentation INFO: Iters: 61130/150000 || Lr: 0.012486 || Task Loss: 0.3878 || KD Loss: 0.0910|| 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, 4:46:41 || Estimated Time: 1 day, 17:50:14
2023-07-25 15:33:14,021 semantic_segmentation INFO: Iters: 61140/150000 || Lr: 0.012485 || Task Loss: 0.5632 || KD Loss: 0.1500|| 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, 4:46:58 || Estimated Time: 1 day, 17:49:56
2023-07-25 15:33:30,437 semantic_segmentation INFO: Iters: 61150/150000 || Lr: 0.012484 || Task Loss: 0.4995 || KD Loss: 0.0985|| 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, 4:47:14 || Estimated Time: 1 day, 17:49:39
2023-07-25 15:33:46,883 semantic_segmentation INFO: Iters: 61160/150000 || Lr: 0.012482 || Task Loss: 0.6361 || KD Loss: 0.2035|| 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, 4:47:31 || Estimated Time: 1 day, 17:49:21
2023-07-25 15:34:03,402 semantic_segmentation INFO: Iters: 61170/150000 || Lr: 0.012481 || Task Loss: 0.4111 || KD Loss: 0.1210|| 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, 4:47:47 || Estimated Time: 1 day, 17:49:03
2023-07-25 15:34:19,789 semantic_segmentation INFO: Iters: 61180/150000 || Lr: 0.012480 || Task Loss: 0.5248 || KD Loss: 0.1452|| 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, 4:48:04 || Estimated Time: 1 day, 17:48:46
2023-07-25 15:34:36,372 semantic_segmentation INFO: Iters: 61190/150000 || Lr: 0.012479 || Task Loss: 0.6791 || KD Loss: 0.1598|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:20 || Estimated Time: 1 day, 17:48:28
2023-07-25 15:34:53,158 semantic_segmentation INFO: Iters: 61200/150000 || Lr: 0.012477 || Task Loss: 0.4708 || KD Loss: 0.1159|| 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, 4:48:37 || Estimated Time: 1 day, 17:48:11
2023-07-25 15:35:09,594 semantic_segmentation INFO: Iters: 61210/150000 || Lr: 0.012476 || Task Loss: 0.3383 || KD Loss: 0.0832|| 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, 4:48:54 || Estimated Time: 1 day, 17:47:53
2023-07-25 15:35:26,145 semantic_segmentation INFO: Iters: 61220/150000 || Lr: 0.012475 || Task Loss: 0.9457 || KD Loss: 0.3441|| 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, 4:49:10 || Estimated Time: 1 day, 17:47:36
2023-07-25 15:35:42,591 semantic_segmentation INFO: Iters: 61230/150000 || Lr: 0.012474 || Task Loss: 0.9585 || KD Loss: 0.2652|| 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: 1 day, 4:49:27 || Estimated Time: 1 day, 17:47:18
2023-07-25 15:35:59,122 semantic_segmentation INFO: Iters: 61240/150000 || Lr: 0.012472 || Task Loss: 0.4397 || KD Loss: 0.0959|| 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, 4:49:43 || Estimated Time: 1 day, 17:47:01
2023-07-25 15:36:15,705 semantic_segmentation INFO: Iters: 61250/150000 || Lr: 0.012471 || Task Loss: 0.4133 || KD Loss: 0.1013|| 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, 4:50:00 || Estimated Time: 1 day, 17:46:43
2023-07-25 15:36:32,089 semantic_segmentation INFO: Iters: 61260/150000 || Lr: 0.012470 || Task Loss: 0.6358 || KD Loss: 0.1964|| 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, 4:50:16 || Estimated Time: 1 day, 17:46:25
2023-07-25 15:36:48,541 semantic_segmentation INFO: Iters: 61270/150000 || Lr: 0.012469 || Task Loss: 0.4596 || KD Loss: 0.0984|| 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, 4:50:33 || Estimated Time: 1 day, 17:46:08
2023-07-25 15:37:05,080 semantic_segmentation INFO: Iters: 61280/150000 || Lr: 0.012467 || Task Loss: 0.4662 || KD Loss: 0.0835|| 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, 4:50:49 || Estimated Time: 1 day, 17:45:50
2023-07-25 15:37:21,485 semantic_segmentation INFO: Iters: 61290/150000 || Lr: 0.012466 || Task Loss: 0.4379 || KD Loss: 0.1039|| 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, 4:51:05 || Estimated Time: 1 day, 17:45:32
2023-07-25 15:37:38,047 semantic_segmentation INFO: Iters: 61300/150000 || Lr: 0.012465 || Task Loss: 0.3966 || KD Loss: 0.0942|| 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, 4:51:22 || Estimated Time: 1 day, 17:45:15
2023-07-25 15:37:54,628 semantic_segmentation INFO: Iters: 61310/150000 || Lr: 0.012463 || Task Loss: 0.5674 || 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: 1 day, 4:51:39 || Estimated Time: 1 day, 17:44:57
2023-07-25 15:38:11,174 semantic_segmentation INFO: Iters: 61320/150000 || Lr: 0.012462 || Task Loss: 0.4280 || KD Loss: 0.1104|| 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, 4:51:55 || Estimated Time: 1 day, 17:44:40
2023-07-25 15:38:27,678 semantic_segmentation INFO: Iters: 61330/150000 || Lr: 0.012461 || Task Loss: 0.5344 || KD Loss: 0.1798|| 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, 4:52:12 || Estimated Time: 1 day, 17:44:22
2023-07-25 15:38:44,182 semantic_segmentation INFO: Iters: 61340/150000 || Lr: 0.012460 || Task Loss: 0.3911 || KD Loss: 0.0825|| 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, 4:52:28 || Estimated Time: 1 day, 17:44:05
2023-07-25 15:39:00,569 semantic_segmentation INFO: Iters: 61350/150000 || Lr: 0.012458 || Task Loss: 0.5534 || KD Loss: 0.1215|| 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, 4:52:45 || Estimated Time: 1 day, 17:43:47
2023-07-25 15:39:17,084 semantic_segmentation INFO: Iters: 61360/150000 || Lr: 0.012457 || Task Loss: 0.3678 || 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: 1 day, 4:53:01 || Estimated Time: 1 day, 17:43:29
2023-07-25 15:39:33,557 semantic_segmentation INFO: Iters: 61370/150000 || Lr: 0.012456 || Task Loss: 0.4877 || KD Loss: 0.1284|| 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, 4:53:18 || Estimated Time: 1 day, 17:43:12
2023-07-25 15:39:50,120 semantic_segmentation INFO: Iters: 61380/150000 || Lr: 0.012455 || Task Loss: 0.4761 || KD Loss: 0.1196|| 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, 4:53:34 || Estimated Time: 1 day, 17:42:54
2023-07-25 15:40:06,520 semantic_segmentation INFO: Iters: 61390/150000 || Lr: 0.012453 || Task Loss: 0.3645 || KD Loss: 0.0646|| 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, 4:53:50 || Estimated Time: 1 day, 17:42:37
2023-07-25 15:40:22,971 semantic_segmentation INFO: Iters: 61400/150000 || Lr: 0.012452 || Task Loss: 0.3601 || KD Loss: 0.0570|| 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, 4:54:07 || Estimated Time: 1 day, 17:42:19
2023-07-25 15:40:39,548 semantic_segmentation INFO: Iters: 61410/150000 || Lr: 0.012451 || Task Loss: 0.3739 || KD Loss: 0.0504|| 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, 4:54:24 || Estimated Time: 1 day, 17:42:01
2023-07-25 15:40:56,082 semantic_segmentation INFO: Iters: 61420/150000 || Lr: 0.012450 || Task Loss: 0.5763 || KD Loss: 0.1478|| 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, 4:54:40 || Estimated Time: 1 day, 17:41:44
2023-07-25 15:41:12,639 semantic_segmentation INFO: Iters: 61430/150000 || Lr: 0.012448 || Task Loss: 0.7290 || KD Loss: 0.2629|| 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, 4:54:57 || Estimated Time: 1 day, 17:41:26
2023-07-25 15:41:29,075 semantic_segmentation INFO: Iters: 61440/150000 || Lr: 0.012447 || Task Loss: 0.4932 || KD Loss: 0.0878|| 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, 4:55:13 || Estimated Time: 1 day, 17:41:09
2023-07-25 15:41:45,640 semantic_segmentation INFO: Iters: 61450/150000 || Lr: 0.012446 || Task Loss: 0.6345 || KD Loss: 0.1253|| 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, 4:55:30 || Estimated Time: 1 day, 17:40:51
2023-07-25 15:42:02,190 semantic_segmentation INFO: Iters: 61460/150000 || Lr: 0.012445 || Task Loss: 0.5225 || KD Loss: 0.1844|| 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, 4:55:46 || Estimated Time: 1 day, 17:40:34
2023-07-25 15:42:18,623 semantic_segmentation INFO: Iters: 61470/150000 || Lr: 0.012443 || Task Loss: 0.5384 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:03 || Estimated Time: 1 day, 17:40:16
2023-07-25 15:42:35,130 semantic_segmentation INFO: Iters: 61480/150000 || Lr: 0.012442 || Task Loss: 0.6092 || KD Loss: 0.1826|| 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: 1 day, 4:56:19 || Estimated Time: 1 day, 17:39:58
2023-07-25 15:42:51,656 semantic_segmentation INFO: Iters: 61490/150000 || Lr: 0.012441 || Task Loss: 0.4428 || KD Loss: 0.1354|| 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, 4:56:36 || Estimated Time: 1 day, 17:39:41
2023-07-25 15:43:08,167 semantic_segmentation INFO: Iters: 61500/150000 || Lr: 0.012439 || Task Loss: 0.7055 || KD Loss: 0.1689|| 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, 4:56:52 || Estimated Time: 1 day, 17:39:23
2023-07-25 15:43:24,744 semantic_segmentation INFO: Iters: 61510/150000 || Lr: 0.012438 || Task Loss: 0.4959 || KD Loss: 0.0847|| 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: 1 day, 4:57:09 || Estimated Time: 1 day, 17:39:06
2023-07-25 15:43:41,263 semantic_segmentation INFO: Iters: 61520/150000 || Lr: 0.012437 || Task Loss: 0.4716 || KD Loss: 0.0755|| 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, 4:57:25 || Estimated Time: 1 day, 17:38:48
2023-07-25 15:43:57,841 semantic_segmentation INFO: Iters: 61530/150000 || Lr: 0.012436 || Task Loss: 0.6979 || KD Loss: 0.1414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:42 || Estimated Time: 1 day, 17:38:31
2023-07-25 15:44:14,321 semantic_segmentation INFO: Iters: 61540/150000 || Lr: 0.012434 || Task Loss: 0.5305 || KD Loss: 0.1620|| 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, 4:57:58 || Estimated Time: 1 day, 17:38:13
2023-07-25 15:44:30,739 semantic_segmentation INFO: Iters: 61550/150000 || Lr: 0.012433 || Task Loss: 0.4513 || KD Loss: 0.1131|| 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, 4:58:15 || Estimated Time: 1 day, 17:37:56
2023-07-25 15:44:47,307 semantic_segmentation INFO: Iters: 61560/150000 || Lr: 0.012432 || Task Loss: 0.4637 || KD Loss: 0.0962|| 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 day, 4:58:31 || Estimated Time: 1 day, 17:37:38
2023-07-25 15:45:03,680 semantic_segmentation INFO: Iters: 61570/150000 || Lr: 0.012431 || Task Loss: 0.2709 || KD Loss: 0.0528|| 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, 4:58:48 || Estimated Time: 1 day, 17:37:20
2023-07-25 15:45:20,231 semantic_segmentation INFO: Iters: 61580/150000 || Lr: 0.012429 || Task Loss: 0.4356 || KD Loss: 0.0735|| 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, 4:59:04 || Estimated Time: 1 day, 17:37:03
2023-07-25 15:45:36,661 semantic_segmentation INFO: Iters: 61590/150000 || Lr: 0.012428 || Task Loss: 0.5600 || KD Loss: 0.1280|| 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: 1 day, 4:59:21 || Estimated Time: 1 day, 17:36:45
2023-07-25 15:45:53,108 semantic_segmentation INFO: Iters: 61600/150000 || Lr: 0.012427 || Task Loss: 0.4561 || KD Loss: 0.0870|| 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: 1 day, 4:59:37 || Estimated Time: 1 day, 17:36:27
2023-07-25 15:45:53,224 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 15:45:53,685 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-25 15:45:53,707 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.134
2023-07-25 15:45:53,719 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.165
2023-07-25 15:45:53,733 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.165
2023-07-25 15:45:53,747 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.236
2023-07-25 15:45:53,759 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.282
2023-07-25 15:45:53,773 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.950, mIoU: 0.315
2023-07-25 15:45:53,787 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.319
2023-07-25 15:45:53,799 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.360
2023-07-25 15:45:53,813 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.398
2023-07-25 15:45:53,827 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.940, mIoU: 0.416
2023-07-25 15:45:53,842 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.462
2023-07-25 15:45:53,854 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.905, mIoU: 0.415
2023-07-25 15:45:53,867 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.904, mIoU: 0.390
2023-07-25 15:45:53,881 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.908, mIoU: 0.386
2023-07-25 15:45:53,893 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.910, mIoU: 0.380
2023-07-25 15:45:53,904 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.911, mIoU: 0.380
2023-07-25 15:45:53,917 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.380
2023-07-25 15:45:53,931 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.384
2023-07-25 15:45:53,947 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.428
2023-07-25 15:45:53,962 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.429
2023-07-25 15:45:53,978 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.437
2023-07-25 15:45:53,993 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.475
2023-07-25 15:45:54,009 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.475
2023-07-25 15:45:54,025 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.476
2023-07-25 15:45:54,039 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.487
2023-07-25 15:45:54,054 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.489
2023-07-25 15:45:54,066 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.488
2023-07-25 15:45:54,081 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.477
2023-07-25 15:45:54,096 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.477
2023-07-25 15:45:54,110 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.477
2023-07-25 15:45:54,124 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.477
2023-07-25 15:45:54,140 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.485
2023-07-25 15:45:54,156 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.483
2023-07-25 15:45:54,172 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.491
2023-07-25 15:45:54,188 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.490
2023-07-25 15:45:54,201 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.492
2023-07-25 15:45:54,214 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-25 15:45:54,231 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.500
2023-07-25 15:45:54,245 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.498
2023-07-25 15:45:54,259 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.526
2023-07-25 15:45:54,274 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.525
2023-07-25 15:45:54,289 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.522
2023-07-25 15:45:54,303 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.522
2023-07-25 15:45:54,318 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-25 15:45:54,334 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.530
2023-07-25 15:45:54,347 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.918, mIoU: 0.534
2023-07-25 15:45:54,359 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.535
2023-07-25 15:45:54,373 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-25 15:45:54,388 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.530
2023-07-25 15:45:54,403 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.529
2023-07-25 15:45:54,418 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.528
2023-07-25 15:45:54,430 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.919, mIoU: 0.526
2023-07-25 15:45:54,445 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.523
2023-07-25 15:45:54,460 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.919, mIoU: 0.527
2023-07-25 15:45:54,472 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.526
2023-07-25 15:45:54,487 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.524
2023-07-25 15:45:54,504 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.523
2023-07-25 15:45:54,517 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.527
2023-07-25 15:45:54,532 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.916, mIoU: 0.570
2023-07-25 15:45:54,545 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.573
2023-07-25 15:45:54,560 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.917, mIoU: 0.571
2023-07-25 15:45:54,573 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-25 15:45:54,591 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.576
2023-07-25 15:45:54,604 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.587
2023-07-25 15:45:54,620 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.921, mIoU: 0.586
2023-07-25 15:45:54,635 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.587
2023-07-25 15:45:54,648 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-25 15:45:54,663 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-25 15:45:54,678 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.920, mIoU: 0.630
2023-07-25 15:45:54,694 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:45:54,707 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:45:54,722 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 15:45:54,736 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.646
2023-07-25 15:45:54,751 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:45:54,766 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 15:45:54,781 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:45:54,790 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 15:45:54,806 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:45:54,822 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:45:54,835 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:45:54,850 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 15:45:54,865 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:45:54,880 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 15:45:54,895 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 15:45:54,910 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 15:45:54,925 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 15:45:54,940 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 15:45:54,954 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 15:45:54,967 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 15:45:54,982 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-25 15:45:54,998 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-25 15:45:55,013 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 15:45:55,027 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:45:55,043 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 15:45:55,057 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 15:45:55,070 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 15:45:55,083 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 15:45:55,098 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 15:45:55,111 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 15:45:55,125 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 15:45:55,139 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:45:55,153 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:45:55,168 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 15:45:55,183 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 15:45:55,195 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 15:45:55,210 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 15:45:55,225 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 15:45:55,238 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 15:45:55,251 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 15:45:55,265 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 15:45:55,278 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 15:45:55,293 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 15:45:55,307 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 15:45:55,322 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 15:45:55,335 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 15:45:55,348 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 15:45:55,363 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 15:45:55,376 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 15:45:55,391 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 15:45:55,406 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 15:45:55,419 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-25 15:45:55,432 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-25 15:45:55,447 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 15:45:55,462 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 15:45:55,471 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 15:45:55,483 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 15:45:55,498 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 15:45:55,507 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.916, mIoU: 0.626
2023-07-25 15:45:55,523 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:45:55,539 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 15:45:55,554 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-25 15:45:55,567 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-25 15:45:55,582 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-25 15:45:55,595 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-25 15:45:55,607 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.919, mIoU: 0.637
2023-07-25 15:45:55,622 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 15:45:55,635 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 15:45:55,650 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-25 15:45:55,663 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-25 15:45:55,678 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-25 15:45:55,694 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-25 15:45:55,709 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-25 15:45:55,724 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.918, mIoU: 0.632
2023-07-25 15:45:55,739 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-25 15:45:55,753 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.630
2023-07-25 15:45:55,768 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.635
2023-07-25 15:45:55,782 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-25 15:45:55,793 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 15:45:55,808 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 15:45:55,824 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:45:55,837 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:45:55,851 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 15:45:55,864 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:45:55,878 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:45:55,893 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 15:45:55,908 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 15:45:55,924 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 15:45:56,180 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.914, mIoU: 0.617
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2023-07-25 15:45:56,520 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.911, mIoU: 0.607
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2023-07-25 15:45:58,346 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-25 15:45:58,553 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.914, mIoU: 0.628
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2023-07-25 15:45:58,734 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 15:45:58,746 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 15:45:58,764 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 15:45:58,778 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.915, mIoU: 0.629
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2023-07-25 15:45:58,802 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 15:45:58,817 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 15:45:58,831 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 15:45:58,846 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 15:45:58,859 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 15:45:58,874 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-25 15:45:58,902 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.913, mIoU: 0.624
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2023-07-25 15:45:58,931 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 15:45:58,946 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 15:45:58,961 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.913, mIoU: 0.619
2023-07-25 15:45:58,974 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 15:45:58,990 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.912, mIoU: 0.614
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2023-07-25 15:45:59,020 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.912, mIoU: 0.616
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2023-07-25 15:45:59,049 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 15:45:59,063 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,078 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,093 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,108 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,122 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,135 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 15:45:59,149 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 15:45:59,163 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,179 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,193 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.912, mIoU: 0.613
2023-07-25 15:45:59,207 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 15:45:59,221 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,235 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 15:45:59,247 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 15:45:59,262 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:45:59,275 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:45:59,291 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:45:59,306 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 15:45:59,322 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 15:45:59,335 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.912, mIoU: 0.614
2023-07-25 15:45:59,348 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:45:59,365 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 15:45:59,379 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,394 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,409 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,425 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,440 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 15:45:59,453 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 15:45:59,467 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-25 15:45:59,481 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-25 15:45:59,496 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.914, mIoU: 0.613
2023-07-25 15:45:59,508 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 15:45:59,521 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.912, mIoU: 0.611
2023-07-25 15:45:59,533 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.912, mIoU: 0.611
2023-07-25 15:45:59,545 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,557 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.912, mIoU: 0.612
2023-07-25 15:45:59,572 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.913, mIoU: 0.612
2023-07-25 15:45:59,587 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.913, mIoU: 0.613
2023-07-25 15:45:59,601 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.913, mIoU: 0.614
2023-07-25 15:45:59,615 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 15:45:59,628 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 15:45:59,642 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.913, mIoU: 0.615
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2023-07-25 15:45:59,683 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.913, mIoU: 0.615
2023-07-25 15:45:59,698 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.913, mIoU: 0.616
2023-07-25 15:45:59,710 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.913, mIoU: 0.616
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2023-07-25 15:45:59,738 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 15:45:59,752 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 15:45:59,766 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.914, mIoU: 0.620
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2023-07-25 15:45:59,793 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.619
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2023-07-25 15:45:59,819 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 15:45:59,833 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.914, mIoU: 0.619
2023-07-25 15:45:59,848 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.914, mIoU: 0.619
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2023-07-25 15:45:59,977 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.912, mIoU: 0.618
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2023-07-25 15:46:00,035 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.617
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2023-07-25 15:46:00,107 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,119 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,133 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:46:00,147 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.615
2023-07-25 15:46:00,161 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.912, mIoU: 0.616
2023-07-25 15:46:00,177 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,192 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,207 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 15:46:00,222 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,231 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,241 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.912, mIoU: 0.617
2023-07-25 15:46:00,254 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 15:46:00,267 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 15:46:00,282 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 15:46:00,294 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.618
2023-07-25 15:46:00,309 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 15:46:00,325 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 15:46:00,339 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.620
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2023-07-25 15:46:00,381 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.620
2023-07-25 15:46:00,396 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 15:46:00,410 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.622
2023-07-25 15:46:00,423 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 15:46:00,438 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 15:46:00,450 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 15:46:00,465 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 15:46:00,479 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 15:46:00,493 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 15:46:00,508 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 15:46:00,522 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 15:46:00,532 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 15:46:00,545 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 15:46:00,560 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 15:46:00,574 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 15:46:00,587 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 15:46:00,601 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 15:46:00,614 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 15:46:00,629 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 15:46:00,644 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 15:46:00,658 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 15:46:00,667 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 15:46:00,683 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 15:46:00,698 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 15:46:00,741 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 15:46:00,754 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 15:46:00,770 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:46:00,783 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:46:00,799 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:46:00,814 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:46:00,830 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 15:46:00,846 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 15:46:00,860 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 15:46:00,872 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 15:46:00,888 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 15:46:00,903 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 15:46:00,917 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 15:46:00,931 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 15:46:00,947 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.633
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2023-07-25 15:46:00,977 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 15:46:01,048 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.634
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2023-07-25 15:46:01,117 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 15:46:01,132 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 15:46:01,143 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-25 15:46:01,170 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 15:46:01,223 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-25 15:46:01,375 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-25 15:46:01,501 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 15:46:01,517 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 15:46:01,532 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 15:46:01,544 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 15:46:01,559 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,574 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 15:46:01,587 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,602 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,618 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,632 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,647 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,659 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 15:46:01,675 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 15:46:01,690 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 15:46:01,706 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,716 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,730 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,746 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,758 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,773 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,786 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,801 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,816 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,831 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,844 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,856 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,869 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,883 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,898 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,914 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,927 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 15:46:01,942 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 15:46:01,955 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,969 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 15:46:01,984 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:01,997 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,011 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,026 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,040 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,054 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,069 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,080 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,094 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,109 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,123 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,137 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,152 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,164 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,179 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,194 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,208 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,221 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,236 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,250 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 15:46:02,266 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,280 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 15:46:02,295 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,310 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,325 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,339 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,353 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,366 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 15:46:02,380 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 15:46:02,395 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 15:46:02,409 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 15:46:02,421 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 15:46:02,436 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,449 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,463 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,478 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,493 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,507 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 15:46:02,521 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 15:46:02,536 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 15:46:02,549 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 15:46:02,563 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,578 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,593 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:02,611 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:02,628 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,643 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,653 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,666 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,682 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,694 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,709 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,722 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,735 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,750 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,765 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,780 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 15:46:02,795 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,808 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,822 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,834 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,848 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:02,863 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:02,877 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,892 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:02,906 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,920 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,933 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,948 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:02,963 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:02,975 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:02,988 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:03,003 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:03,018 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,033 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,047 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,061 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:03,077 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:03,092 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:03,104 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 15:46:03,117 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,125 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,140 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 15:46:03,155 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:03,170 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 15:46:03,186 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,204 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,218 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,234 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:03,248 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:03,260 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:03,275 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:03,288 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 15:46:03,303 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,317 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,329 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,342 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 15:46:03,355 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 15:46:03,368 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 15:46:03,381 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 15:46:03,394 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 15:46:03,406 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 15:46:03,420 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 15:46:03,435 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 15:46:03,446 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 15:46:03,460 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 15:46:03,473 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 15:46:03,485 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,499 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,514 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,528 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,542 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,557 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,571 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,584 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,599 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,613 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,631 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 15:46:03,647 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:46:03,662 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 15:46:03,677 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,690 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 15:46:03,703 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 15:46:03,716 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:46:03,730 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:46:03,746 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 15:46:03,758 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 15:46:03,772 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 15:46:03,787 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-25 15:46:03,801 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,816 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,831 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,846 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,859 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:03,874 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:03,887 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:03,901 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,916 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,930 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,946 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,959 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,974 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:03,989 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,001 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,013 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,028 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:04,043 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,058 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,072 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:04,083 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:04,096 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:04,109 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:04,121 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:04,135 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:04,151 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,164 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,180 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,194 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,209 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,224 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:04,237 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:04,250 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,265 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,280 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,293 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,309 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:46:04,324 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:46:04,338 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 15:46:04,351 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 15:46:04,366 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,381 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,397 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,410 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,424 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,437 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,452 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,464 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,476 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,490 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,505 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,517 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,532 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:04,546 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,561 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,576 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,588 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,600 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,614 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,626 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:04,640 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:46:04,654 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:46:04,669 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,683 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,695 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,709 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,724 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 15:46:04,738 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,754 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,766 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,779 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,794 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,809 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,825 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,839 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,852 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,865 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:46:04,877 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 15:46:04,892 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,908 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,922 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,937 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:04,948 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,961 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,975 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:04,990 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:05,002 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:05,016 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 15:46:05,028 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:05,043 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:05,055 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 15:46:05,069 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 15:46:05,082 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,097 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,111 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,123 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,138 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,152 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,166 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,180 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,194 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,208 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,223 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,236 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,251 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,265 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,278 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,290 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,303 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,319 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,332 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,349 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,363 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,374 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,388 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,404 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,419 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,431 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,447 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,461 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,474 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,488 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,504 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,518 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:05,530 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,541 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,558 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,572 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,586 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,599 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 15:46:05,614 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:05,629 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,644 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,659 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,673 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,688 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,701 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,716 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,730 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,743 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,758 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,771 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,785 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,800 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,815 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,829 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,843 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,857 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,871 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,887 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,901 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,916 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,930 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,940 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:05,954 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,966 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,981 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:05,995 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,010 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,023 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,038 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,053 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,067 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,083 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,099 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,112 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,127 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,143 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,158 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,171 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:06,186 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,200 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,216 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,228 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,243 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,257 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,270 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,283 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,298 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,310 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,324 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,336 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,350 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,364 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,378 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,393 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,407 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,422 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,436 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,449 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:06,464 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,477 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,490 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,505 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,519 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,534 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,550 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,562 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,575 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,591 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,606 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,619 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,633 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,646 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,663 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,678 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,694 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,708 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,723 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,732 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,747 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,762 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,775 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,788 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,803 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,817 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,830 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,845 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,859 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,875 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:06,889 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,904 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,920 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,936 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,949 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,964 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,978 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:06,992 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:07,005 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 15:46:07,019 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,034 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,049 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,056 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,069 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,081 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,093 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,105 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,119 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,133 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,148 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,160 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:07,172 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:07,187 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:07,197 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:07,212 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:07,225 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,239 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,254 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,268 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:07,283 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,294 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,307 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,322 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,336 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,351 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:07,365 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:07,378 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,388 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,399 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,411 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,423 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:07,438 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:07,451 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,466 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,481 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,496 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,510 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,525 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,540 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,555 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,570 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,585 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,599 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:07,614 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:07,629 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:07,642 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,654 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,668 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,681 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,698 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,711 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,725 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,739 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,756 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,771 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:07,784 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,798 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,813 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,827 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,842 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,855 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,869 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,884 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 15:46:07,899 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 15:46:07,914 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 15:46:07,929 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 15:46:07,945 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 15:46:07,961 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 15:46:07,976 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:07,991 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,003 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,019 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,029 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,042 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,056 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,067 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,082 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,096 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,110 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 15:46:08,124 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:08,139 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:08,153 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:08,167 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 15:46:08,179 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,193 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,205 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,219 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,233 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,245 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,259 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,271 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,285 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,300 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,315 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,329 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,344 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,356 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,368 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,383 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 15:46:08,395 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,408 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,423 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,438 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,453 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,465 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,478 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,494 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,509 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,524 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,537 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,550 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,565 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:08,580 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,595 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,610 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,624 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,639 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,653 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:08,668 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,683 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,698 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,713 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,727 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:08,740 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:08,754 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:08,769 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:08,784 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 15:46:08,795 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 15:46:08,809 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,824 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,839 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,851 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,865 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,879 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,893 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,908 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,923 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,938 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,951 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,966 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,981 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:08,994 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,008 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:09,021 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:09,029 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,044 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,058 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,071 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,086 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,100 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,113 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:09,126 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,141 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,155 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,170 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,186 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,200 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:09,230 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:09,243 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 15:46:09,258 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,272 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:09,287 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,299 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,312 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,326 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,341 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 15:46:09,398 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,412 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,425 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,441 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,457 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 15:46:09,486 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,499 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,514 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,529 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,543 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,558 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,571 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,586 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,599 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,611 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,623 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,638 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,652 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,666 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 15:46:09,680 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,690 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,703 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,720 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,736 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,749 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-25 15:46:09,807 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 15:46:09,821 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,836 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,849 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,863 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:09,876 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 15:46:09,960 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-25 15:46:09,989 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:10,001 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:10,016 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:10,030 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 15:46:10,127 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 15:46:10,139 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 15:46:10,183 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 15:46:10,237 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 15:46:10,252 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:10,265 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 15:46:10,279 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:10,293 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 15:46:10,422 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,435 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,449 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 15:46:10,479 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,517 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 15:46:10,532 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 15:46:10,547 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 15:46:10,562 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 15:46:10,575 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,606 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 15:46:10,621 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 15:46:10,632 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,661 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-25 15:46:10,701 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 15:46:10,717 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,785 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,838 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 15:46:10,866 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 15:46:10,895 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 15:46:10,923 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,939 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,954 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,969 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,984 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:10,997 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,010 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,025 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,040 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,056 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,069 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,082 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,097 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 15:46:11,111 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,124 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,136 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,150 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,164 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 15:46:11,192 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,207 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,222 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,234 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,248 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,262 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 15:46:11,275 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 15:46:11,317 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 15:46:11,331 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 15:46:11,346 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 15:46:11,361 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 15:46:11,403 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 15:46:11,604 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:11,741 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:11,907 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.921, mIoU: 0.660
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2023-07-25 15:46:12,121 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 15:46:12,150 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:12,179 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,194 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,208 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:12,233 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:12,260 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 15:46:12,303 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,316 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,328 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,341 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,354 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,369 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,383 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,398 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,413 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,426 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,442 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,458 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,471 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,486 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,501 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,514 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,529 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,540 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,555 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,569 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,583 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,597 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,609 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,621 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,634 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,648 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,661 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,673 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,685 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,699 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,713 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 15:46:12,726 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,738 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:12,753 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:12,770 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,785 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:12,799 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 15:46:12,814 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,821 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,836 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,848 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,860 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,874 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,889 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,902 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,917 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 15:46:12,932 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,947 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 15:46:12,962 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,974 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:12,990 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,007 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,022 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,039 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,054 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,072 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,085 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,100 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,115 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,130 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,143 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:13,156 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,171 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,186 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,200 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 15:46:13,214 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,228 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,242 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,257 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,269 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,283 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,296 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,310 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,324 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,338 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,353 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,365 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,380 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,394 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,410 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,425 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,441 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,456 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,471 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,484 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,499 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,512 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,527 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,542 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,557 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,572 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,587 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,600 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,609 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,623 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 15:46:13,635 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,649 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 15:46:13,663 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,677 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,691 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,702 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,711 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,727 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,741 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,755 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,767 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,782 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,797 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,811 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,826 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,841 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,855 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,869 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,882 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,897 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,911 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,926 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,939 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,954 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,969 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 15:46:13,984 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:13,999 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:14,011 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:14,024 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:14,038 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 15:46:14,053 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 15:46:30,531 semantic_segmentation INFO: Iters: 61610/150000 || Lr: 0.012426 || Task Loss: 0.4188 || KD Loss: 0.0913|| 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, 5:00:15 || Estimated Time: 1 day, 17:36:40
2023-07-25 15:46:46,969 semantic_segmentation INFO: Iters: 61620/150000 || Lr: 0.012424 || Task Loss: 0.6817 || KD Loss: 0.1733|| 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, 5:00:31 || Estimated Time: 1 day, 17:36:22
2023-07-25 15:47:03,568 semantic_segmentation INFO: Iters: 61630/150000 || Lr: 0.012423 || Task Loss: 0.3836 || KD Loss: 0.1323|| 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, 5:00:48 || Estimated Time: 1 day, 17:36:05
2023-07-25 15:47:20,100 semantic_segmentation INFO: Iters: 61640/150000 || Lr: 0.012422 || Task Loss: 0.3894 || KD Loss: 0.1030|| 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, 5:01:04 || Estimated Time: 1 day, 17:35:47
2023-07-25 15:47:36,658 semantic_segmentation INFO: Iters: 61650/150000 || Lr: 0.012420 || Task Loss: 0.5449 || KD Loss: 0.1334|| 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, 5:01:21 || Estimated Time: 1 day, 17:35:30
2023-07-25 15:47:53,377 semantic_segmentation INFO: Iters: 61660/150000 || Lr: 0.012419 || Task Loss: 0.4398 || KD Loss: 0.0991|| 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, 5:01:37 || Estimated Time: 1 day, 17:35:12
2023-07-25 15:48:09,970 semantic_segmentation INFO: Iters: 61670/150000 || Lr: 0.012418 || Task Loss: 0.6428 || KD Loss: 0.1715|| 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, 5:01:54 || Estimated Time: 1 day, 17:34:55
2023-07-25 15:48:26,514 semantic_segmentation INFO: Iters: 61680/150000 || Lr: 0.012417 || Task Loss: 0.4445 || KD Loss: 0.0764|| 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, 5:02:10 || Estimated Time: 1 day, 17:34:37
2023-07-25 15:48:43,096 semantic_segmentation INFO: Iters: 61690/150000 || Lr: 0.012415 || Task Loss: 0.3370 || KD Loss: 0.0779|| 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, 5:02:27 || Estimated Time: 1 day, 17:34:20
2023-07-25 15:48:59,733 semantic_segmentation INFO: Iters: 61700/150000 || Lr: 0.012414 || Task Loss: 0.3005 || KD Loss: 0.0562|| 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, 5:02:44 || Estimated Time: 1 day, 17:34:03
2023-07-25 15:49:16,412 semantic_segmentation INFO: Iters: 61710/150000 || Lr: 0.012413 || Task Loss: 0.5535 || KD Loss: 0.1947|| 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, 5:03:00 || Estimated Time: 1 day, 17:33:45
2023-07-25 15:49:33,016 semantic_segmentation INFO: Iters: 61720/150000 || Lr: 0.012412 || Task Loss: 0.3762 || KD Loss: 0.1071|| 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, 5:03:17 || Estimated Time: 1 day, 17:33:28
2023-07-25 15:49:49,534 semantic_segmentation INFO: Iters: 61730/150000 || Lr: 0.012410 || Task Loss: 0.4528 || KD Loss: 0.1150|| 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, 5:03:34 || Estimated Time: 1 day, 17:33:10
2023-07-25 15:50:06,027 semantic_segmentation INFO: Iters: 61740/150000 || Lr: 0.012409 || Task Loss: 0.4212 || KD Loss: 0.0803|| 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, 5:03:50 || Estimated Time: 1 day, 17:32:53
2023-07-25 15:50:22,562 semantic_segmentation INFO: Iters: 61750/150000 || Lr: 0.012408 || Task Loss: 0.3450 || KD Loss: 0.0778|| 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, 5:04:07 || Estimated Time: 1 day, 17:32:35
2023-07-25 15:50:39,127 semantic_segmentation INFO: Iters: 61760/150000 || Lr: 0.012407 || Task Loss: 0.5699 || KD Loss: 0.1682|| 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, 5:04:23 || Estimated Time: 1 day, 17:32:18
2023-07-25 15:50:55,678 semantic_segmentation INFO: Iters: 61770/150000 || Lr: 0.012405 || Task Loss: 0.4567 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:40 || Estimated Time: 1 day, 17:32:00
2023-07-25 15:51:12,237 semantic_segmentation INFO: Iters: 61780/150000 || Lr: 0.012404 || Task Loss: 0.3915 || KD Loss: 0.0930|| 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, 5:04:56 || Estimated Time: 1 day, 17:31:43
2023-07-25 15:51:28,866 semantic_segmentation INFO: Iters: 61790/150000 || Lr: 0.012403 || Task Loss: 0.7130 || KD Loss: 0.2445|| 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, 5:05:13 || Estimated Time: 1 day, 17:31:25
2023-07-25 15:51:45,325 semantic_segmentation INFO: Iters: 61800/150000 || Lr: 0.012401 || Task Loss: 0.3605 || KD Loss: 0.1019|| 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, 5:05:29 || Estimated Time: 1 day, 17:31:07
2023-07-25 15:52:01,897 semantic_segmentation INFO: Iters: 61810/150000 || Lr: 0.012400 || Task Loss: 0.5651 || KD Loss: 0.1328|| 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, 5:05:46 || Estimated Time: 1 day, 17:30:50
2023-07-25 15:52:18,467 semantic_segmentation INFO: Iters: 61820/150000 || Lr: 0.012399 || Task Loss: 0.3461 || KD Loss: 0.0684|| 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, 5:06:02 || Estimated Time: 1 day, 17:30:33
2023-07-25 15:52:34,869 semantic_segmentation INFO: Iters: 61830/150000 || Lr: 0.012398 || Task Loss: 0.3585 || KD Loss: 0.0810|| 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, 5:06:19 || Estimated Time: 1 day, 17:30:15
2023-07-25 15:52:51,463 semantic_segmentation INFO: Iters: 61840/150000 || Lr: 0.012396 || Task Loss: 0.4276 || KD Loss: 0.0905|| 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, 5:06:35 || Estimated Time: 1 day, 17:29:57
2023-07-25 15:53:08,057 semantic_segmentation INFO: Iters: 61850/150000 || Lr: 0.012395 || Task Loss: 0.4440 || KD Loss: 0.1230|| 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, 5:06:52 || Estimated Time: 1 day, 17:29:40
2023-07-25 15:53:24,632 semantic_segmentation INFO: Iters: 61860/150000 || Lr: 0.012394 || Task Loss: 0.3950 || KD Loss: 0.0765|| 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, 5:07:09 || Estimated Time: 1 day, 17:29:22
2023-07-25 15:53:41,144 semantic_segmentation INFO: Iters: 61870/150000 || Lr: 0.012393 || Task Loss: 0.5195 || KD Loss: 0.0814|| 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, 5:07:25 || Estimated Time: 1 day, 17:29:05
2023-07-25 15:53:57,705 semantic_segmentation INFO: Iters: 61880/150000 || Lr: 0.012391 || Task Loss: 0.3777 || KD Loss: 0.0876|| 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, 5:07:42 || Estimated Time: 1 day, 17:28:47
2023-07-25 15:54:14,298 semantic_segmentation INFO: Iters: 61890/150000 || Lr: 0.012390 || Task Loss: 0.3626 || KD Loss: 0.0937|| 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, 5:07:58 || Estimated Time: 1 day, 17:28:30
2023-07-25 15:54:31,692 semantic_segmentation INFO: Iters: 61900/150000 || Lr: 0.012389 || Task Loss: 0.4072 || KD Loss: 0.0817|| 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, 5:08:16 || Estimated Time: 1 day, 17:28:14
2023-07-25 15:54:50,907 semantic_segmentation INFO: Iters: 61910/150000 || Lr: 0.012388 || Task Loss: 0.4286 || KD Loss: 0.1027|| 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, 5:08:35 || Estimated Time: 1 day, 17:28:00
2023-07-25 15:55:07,398 semantic_segmentation INFO: Iters: 61920/150000 || Lr: 0.012386 || Task Loss: 0.4029 || KD Loss: 0.0777|| 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, 5:08:51 || Estimated Time: 1 day, 17:27:42
2023-07-25 15:55:23,766 semantic_segmentation INFO: Iters: 61930/150000 || Lr: 0.012385 || Task Loss: 0.4152 || KD Loss: 0.0969|| 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 day, 5:09:08 || Estimated Time: 1 day, 17:27:25
2023-07-25 15:55:40,395 semantic_segmentation INFO: Iters: 61940/150000 || Lr: 0.012384 || Task Loss: 0.4025 || KD Loss: 0.0579|| 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, 5:09:24 || Estimated Time: 1 day, 17:27:07
2023-07-25 15:55:56,942 semantic_segmentation INFO: Iters: 61950/150000 || Lr: 0.012383 || Task Loss: 0.3535 || KD Loss: 0.0714|| 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, 5:09:41 || Estimated Time: 1 day, 17:26:50
2023-07-25 15:56:13,425 semantic_segmentation INFO: Iters: 61960/150000 || Lr: 0.012381 || Task Loss: 0.6969 || KD Loss: 0.2759|| 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, 5:09:57 || Estimated Time: 1 day, 17:26:32
2023-07-25 15:56:30,008 semantic_segmentation INFO: Iters: 61970/150000 || Lr: 0.012380 || Task Loss: 0.5990 || KD Loss: 0.1588|| 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, 5:10:14 || Estimated Time: 1 day, 17:26:15
2023-07-25 15:56:46,570 semantic_segmentation INFO: Iters: 61980/150000 || Lr: 0.012379 || Task Loss: 0.4560 || KD Loss: 0.0727|| 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, 5:10:31 || Estimated Time: 1 day, 17:25:57
2023-07-25 15:57:03,084 semantic_segmentation INFO: Iters: 61990/150000 || Lr: 0.012377 || Task Loss: 0.5118 || KD Loss: 0.1082|| 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: 1 day, 5:10:47 || Estimated Time: 1 day, 17:25:40
2023-07-25 15:57:19,595 semantic_segmentation INFO: Iters: 62000/150000 || Lr: 0.012376 || Task Loss: 0.5276 || KD Loss: 0.0959|| 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, 5:11:04 || Estimated Time: 1 day, 17:25:22
2023-07-25 15:57:36,118 semantic_segmentation INFO: Iters: 62010/150000 || Lr: 0.012375 || Task Loss: 0.3398 || KD Loss: 0.0602|| 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, 5:11:20 || Estimated Time: 1 day, 17:25:04
2023-07-25 15:57:52,713 semantic_segmentation INFO: Iters: 62020/150000 || Lr: 0.012374 || Task Loss: 0.4488 || KD Loss: 0.0803|| 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, 5:11:37 || Estimated Time: 1 day, 17:24:47
2023-07-25 15:58:09,298 semantic_segmentation INFO: Iters: 62030/150000 || Lr: 0.012372 || Task Loss: 0.5020 || KD Loss: 0.1180|| 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: 1 day, 5:11:53 || Estimated Time: 1 day, 17:24:29
2023-07-25 15:58:25,809 semantic_segmentation INFO: Iters: 62040/150000 || Lr: 0.012371 || Task Loss: 0.4563 || KD Loss: 0.0957|| 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, 5:12:10 || Estimated Time: 1 day, 17:24:12
2023-07-25 15:58:42,400 semantic_segmentation INFO: Iters: 62050/150000 || Lr: 0.012370 || Task Loss: 0.7032 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:12:26 || Estimated Time: 1 day, 17:23:55
2023-07-25 15:58:58,850 semantic_segmentation INFO: Iters: 62060/150000 || Lr: 0.012369 || Task Loss: 0.5641 || KD Loss: 0.1180|| 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, 5:12:43 || Estimated Time: 1 day, 17:23:37
2023-07-25 15:59:15,390 semantic_segmentation INFO: Iters: 62070/150000 || Lr: 0.012367 || Task Loss: 0.4809 || KD Loss: 0.0875|| 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, 5:12:59 || Estimated Time: 1 day, 17:23:19
2023-07-25 15:59:32,036 semantic_segmentation INFO: Iters: 62080/150000 || Lr: 0.012366 || Task Loss: 0.7374 || KD Loss: 0.1961|| 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, 5:13:16 || Estimated Time: 1 day, 17:23:02
2023-07-25 15:59:48,627 semantic_segmentation INFO: Iters: 62090/150000 || Lr: 0.012365 || Task Loss: 0.2878 || KD Loss: 0.0483|| 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, 5:13:33 || Estimated Time: 1 day, 17:22:45
2023-07-25 16:00:05,130 semantic_segmentation INFO: Iters: 62100/150000 || Lr: 0.012364 || Task Loss: 0.6257 || KD Loss: 0.1846|| 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, 5:13:49 || Estimated Time: 1 day, 17:22:27
2023-07-25 16:00:21,582 semantic_segmentation INFO: Iters: 62110/150000 || Lr: 0.012362 || Task Loss: 0.6210 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:14:06 || Estimated Time: 1 day, 17:22:09
2023-07-25 16:00:38,105 semantic_segmentation INFO: Iters: 62120/150000 || Lr: 0.012361 || Task Loss: 0.4317 || KD Loss: 0.0891|| 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, 5:14:22 || Estimated Time: 1 day, 17:21:52
2023-07-25 16:00:54,687 semantic_segmentation INFO: Iters: 62130/150000 || Lr: 0.012360 || Task Loss: 0.4142 || KD Loss: 0.1065|| 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, 5:14:39 || Estimated Time: 1 day, 17:21:34
2023-07-25 16:01:11,164 semantic_segmentation INFO: Iters: 62140/150000 || Lr: 0.012358 || Task Loss: 0.5212 || KD Loss: 0.0955|| 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, 5:14:55 || Estimated Time: 1 day, 17:21:17
2023-07-25 16:01:27,745 semantic_segmentation INFO: Iters: 62150/150000 || Lr: 0.012357 || Task Loss: 0.3165 || KD Loss: 0.0674|| 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, 5:15:12 || Estimated Time: 1 day, 17:20:59
2023-07-25 16:01:44,253 semantic_segmentation INFO: Iters: 62160/150000 || Lr: 0.012356 || Task Loss: 0.3783 || KD Loss: 0.0787|| 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, 5:15:28 || Estimated Time: 1 day, 17:20:42
2023-07-25 16:02:00,810 semantic_segmentation INFO: Iters: 62170/150000 || Lr: 0.012355 || Task Loss: 0.3732 || KD Loss: 0.0767|| 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, 5:15:45 || Estimated Time: 1 day, 17:20:24
2023-07-25 16:02:17,372 semantic_segmentation INFO: Iters: 62180/150000 || Lr: 0.012353 || Task Loss: 0.3137 || KD Loss: 0.0706|| 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, 5:16:01 || Estimated Time: 1 day, 17:20:07
2023-07-25 16:02:33,887 semantic_segmentation INFO: Iters: 62190/150000 || Lr: 0.012352 || Task Loss: 0.5258 || KD Loss: 0.0771|| 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, 5:16:18 || Estimated Time: 1 day, 17:19:49
2023-07-25 16:02:50,315 semantic_segmentation INFO: Iters: 62200/150000 || Lr: 0.012351 || Task Loss: 0.6838 || KD Loss: 0.1474|| 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, 5:16:34 || Estimated Time: 1 day, 17:19:32
2023-07-25 16:03:06,875 semantic_segmentation INFO: Iters: 62210/150000 || Lr: 0.012350 || Task Loss: 0.4057 || KD Loss: 0.0816|| 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, 5:16:51 || Estimated Time: 1 day, 17:19:14
2023-07-25 16:03:23,371 semantic_segmentation INFO: Iters: 62220/150000 || Lr: 0.012348 || Task Loss: 0.3192 || KD Loss: 0.0655|| 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, 5:17:07 || Estimated Time: 1 day, 17:18:56
2023-07-25 16:03:39,974 semantic_segmentation INFO: Iters: 62230/150000 || Lr: 0.012347 || Task Loss: 0.3459 || KD Loss: 0.0731|| 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, 5:17:24 || Estimated Time: 1 day, 17:18:39
2023-07-25 16:03:56,440 semantic_segmentation INFO: Iters: 62240/150000 || Lr: 0.012346 || Task Loss: 0.3736 || KD Loss: 0.0655|| 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, 5:17:40 || Estimated Time: 1 day, 17:18:21
2023-07-25 16:04:12,837 semantic_segmentation INFO: Iters: 62250/150000 || Lr: 0.012345 || Task Loss: 0.6101 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:17:57 || Estimated Time: 1 day, 17:18:04
2023-07-25 16:04:29,364 semantic_segmentation INFO: Iters: 62260/150000 || Lr: 0.012343 || Task Loss: 0.4589 || KD Loss: 0.0894|| 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, 5:18:13 || Estimated Time: 1 day, 17:17:46
2023-07-25 16:04:45,989 semantic_segmentation INFO: Iters: 62270/150000 || Lr: 0.012342 || Task Loss: 0.3900 || KD Loss: 0.1177|| 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, 5:18:30 || Estimated Time: 1 day, 17:17:29
2023-07-25 16:05:02,544 semantic_segmentation INFO: Iters: 62280/150000 || Lr: 0.012341 || Task Loss: 0.4734 || KD Loss: 0.1130|| 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, 5:18:47 || Estimated Time: 1 day, 17:17:11
2023-07-25 16:05:19,186 semantic_segmentation INFO: Iters: 62290/150000 || Lr: 0.012339 || Task Loss: 0.3405 || KD Loss: 0.0567|| 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, 5:19:03 || Estimated Time: 1 day, 17:16:54
2023-07-25 16:05:35,740 semantic_segmentation INFO: Iters: 62300/150000 || Lr: 0.012338 || Task Loss: 0.4852 || KD Loss: 0.1188|| 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, 5:19:20 || Estimated Time: 1 day, 17:16:36
2023-07-25 16:05:52,315 semantic_segmentation INFO: Iters: 62310/150000 || Lr: 0.012337 || Task Loss: 0.5778 || KD Loss: 0.1541|| 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, 5:19:36 || Estimated Time: 1 day, 17:16:19
2023-07-25 16:06:08,812 semantic_segmentation INFO: Iters: 62320/150000 || Lr: 0.012336 || Task Loss: 0.3637 || KD Loss: 0.0650|| 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, 5:19:53 || Estimated Time: 1 day, 17:16:01
2023-07-25 16:06:25,339 semantic_segmentation INFO: Iters: 62330/150000 || Lr: 0.012334 || Task Loss: 0.3316 || KD Loss: 0.0584|| 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, 5:20:09 || Estimated Time: 1 day, 17:15:44
2023-07-25 16:06:41,921 semantic_segmentation INFO: Iters: 62340/150000 || Lr: 0.012333 || Task Loss: 0.5198 || KD Loss: 0.1558|| 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: 1 day, 5:20:26 || Estimated Time: 1 day, 17:15:26
2023-07-25 16:06:58,491 semantic_segmentation INFO: Iters: 62350/150000 || Lr: 0.012332 || Task Loss: 0.3993 || KD Loss: 0.0738|| 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, 5:20:42 || Estimated Time: 1 day, 17:15:09
2023-07-25 16:07:14,942 semantic_segmentation INFO: Iters: 62360/150000 || Lr: 0.012331 || Task Loss: 0.4584 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2540|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:59 || Estimated Time: 1 day, 17:14:51
2023-07-25 16:07:31,470 semantic_segmentation INFO: Iters: 62370/150000 || Lr: 0.012329 || Task Loss: 0.3320 || KD Loss: 0.0553|| 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, 5:21:15 || Estimated Time: 1 day, 17:14:34
2023-07-25 16:07:48,060 semantic_segmentation INFO: Iters: 62380/150000 || Lr: 0.012328 || Task Loss: 0.6072 || KD Loss: 0.1875|| 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, 5:21:32 || Estimated Time: 1 day, 17:14:16
2023-07-25 16:08:04,486 semantic_segmentation INFO: Iters: 62390/150000 || Lr: 0.012327 || Task Loss: 0.4071 || KD Loss: 0.0647|| 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, 5:21:48 || Estimated Time: 1 day, 17:13:59
2023-07-25 16:08:21,073 semantic_segmentation INFO: Iters: 62400/150000 || Lr: 0.012326 || Task Loss: 0.5146 || KD Loss: 0.1256|| 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, 5:22:05 || Estimated Time: 1 day, 17:13:41
2023-07-25 16:08:21,189 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 16:08:21,646 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 16:08:21,663 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.129
2023-07-25 16:08:21,675 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.158
2023-07-25 16:08:21,688 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.159
2023-07-25 16:08:21,701 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.232
2023-07-25 16:08:21,713 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.274
2023-07-25 16:08:21,726 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.307
2023-07-25 16:08:21,740 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.313
2023-07-25 16:08:21,752 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.342
2023-07-25 16:08:21,766 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.377
2023-07-25 16:08:21,779 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.411
2023-07-25 16:08:21,793 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.453
2023-07-25 16:08:21,805 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.415
2023-07-25 16:08:21,819 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.399
2023-07-25 16:08:21,832 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.397
2023-07-25 16:08:21,844 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.392
2023-07-25 16:08:21,855 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.920, mIoU: 0.391
2023-07-25 16:08:21,867 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.391
2023-07-25 16:08:21,881 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.392
2023-07-25 16:08:21,896 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.435
2023-07-25 16:08:21,910 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.440
2023-07-25 16:08:21,924 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.452
2023-07-25 16:08:21,937 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.479
2023-07-25 16:08:21,952 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.485
2023-07-25 16:08:21,967 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.469
2023-07-25 16:08:21,980 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.466
2023-07-25 16:08:21,994 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.477
2023-07-25 16:08:22,004 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.478
2023-07-25 16:08:22,018 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.469
2023-07-25 16:08:22,032 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.469
2023-07-25 16:08:22,045 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.471
2023-07-25 16:08:22,059 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.470
2023-07-25 16:08:22,073 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.479
2023-07-25 16:08:22,086 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.477
2023-07-25 16:08:22,100 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-25 16:08:22,114 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.907, mIoU: 0.479
2023-07-25 16:08:22,127 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.909, mIoU: 0.478
2023-07-25 16:08:22,139 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.911, mIoU: 0.522
2023-07-25 16:08:22,154 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.533
2023-07-25 16:08:22,167 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.532
2023-07-25 16:08:22,181 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.559
2023-07-25 16:08:22,196 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.558
2023-07-25 16:08:22,210 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.912, mIoU: 0.551
2023-07-25 16:08:22,223 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.913, mIoU: 0.551
2023-07-25 16:08:22,238 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-25 16:08:22,252 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.914, mIoU: 0.562
2023-07-25 16:08:22,264 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.563
2023-07-25 16:08:22,276 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-25 16:08:22,290 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.561
2023-07-25 16:08:22,305 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.561
2023-07-25 16:08:22,320 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-25 16:08:22,334 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-25 16:08:22,347 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.562
2023-07-25 16:08:22,362 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.917, mIoU: 0.561
2023-07-25 16:08:22,376 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.568
2023-07-25 16:08:22,389 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.565
2023-07-25 16:08:22,404 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.560
2023-07-25 16:08:22,421 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-25 16:08:22,434 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.562
2023-07-25 16:08:22,448 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.614
2023-07-25 16:08:22,461 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.915, mIoU: 0.610
2023-07-25 16:08:22,476 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.608
2023-07-25 16:08:22,488 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.917, mIoU: 0.608
2023-07-25 16:08:22,506 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.917, mIoU: 0.616
2023-07-25 16:08:22,518 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.613
2023-07-25 16:08:22,533 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.612
2023-07-25 16:08:22,548 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.613
2023-07-25 16:08:22,561 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 16:08:22,576 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 16:08:22,590 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:08:22,606 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 16:08:22,619 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 16:08:22,633 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 16:08:22,648 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 16:08:22,662 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 16:08:22,677 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.914, mIoU: 0.658
2023-07-25 16:08:22,692 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.910, mIoU: 0.654
2023-07-25 16:08:22,701 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.908, mIoU: 0.652
2023-07-25 16:08:22,716 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 16:08:22,732 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.908, mIoU: 0.650
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2023-07-25 16:08:22,865 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.627
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2023-07-25 16:08:28,348 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.908, mIoU: 0.614
2023-07-25 16:08:28,360 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 16:08:28,374 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 16:08:28,388 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 16:08:28,403 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 16:08:28,417 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 16:08:28,431 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 16:08:28,441 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 16:08:28,454 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 16:08:28,468 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 16:08:28,483 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 16:08:28,496 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:28,509 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:28,523 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:28,538 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:28,554 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:28,569 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,578 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,593 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,608 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:28,621 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,636 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:28,651 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:28,664 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 16:08:28,680 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:28,692 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:28,707 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:28,722 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:28,737 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:28,752 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:28,765 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:28,777 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:28,791 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:28,805 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:28,819 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,832 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:28,848 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 16:08:28,862 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 16:08:28,876 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:28,889 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:28,903 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 16:08:28,918 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 16:08:28,933 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 16:08:28,947 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:28,962 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:28,975 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:28,990 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,004 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,017 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 16:08:29,032 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,043 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 16:08:29,058 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 16:08:29,071 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 16:08:29,083 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.909, mIoU: 0.626
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2023-07-25 16:08:29,124 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 16:08:29,139 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.909, mIoU: 0.627
2023-07-25 16:08:29,153 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,162 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 16:08:29,177 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,192 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 16:08:29,207 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 16:08:29,222 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 16:08:29,236 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,249 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,262 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 16:08:29,277 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.910, mIoU: 0.628
2023-07-25 16:08:29,293 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,308 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:29,320 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.910, mIoU: 0.626
2023-07-25 16:08:29,334 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:29,349 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:29,363 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,378 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:29,391 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,406 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 16:08:29,421 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.908, mIoU: 0.620
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2023-07-25 16:08:29,465 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,480 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,493 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-25 16:08:29,522 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,536 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.909, mIoU: 0.622
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2023-07-25 16:08:29,564 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,579 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,594 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,610 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 16:08:29,619 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,634 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,649 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.909, mIoU: 0.621
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2023-07-25 16:08:29,675 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,688 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,702 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,717 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,731 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,744 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,756 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 16:08:29,769 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,784 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:29,798 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,814 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,827 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,842 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:29,855 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,870 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,885 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,898 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,913 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,928 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,943 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 16:08:29,958 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,973 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:29,985 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:30,000 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.910, mIoU: 0.624
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2023-07-25 16:08:30,072 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.910, mIoU: 0.624
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2023-07-25 16:08:30,102 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:30,116 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:30,129 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:30,143 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:30,157 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:30,172 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 16:08:30,185 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.911, mIoU: 0.625
2023-07-25 16:08:30,200 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,215 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 16:08:30,229 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 16:08:30,243 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 16:08:30,256 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:30,269 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:30,284 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 16:08:30,299 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:30,314 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:30,327 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.911, mIoU: 0.626
2023-07-25 16:08:30,342 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,356 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,371 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,387 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,402 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,417 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.911, mIoU: 0.627
2023-07-25 16:08:30,433 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 16:08:30,448 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:30,462 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 16:08:30,476 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 16:08:30,491 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 16:08:30,506 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 16:08:30,524 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.910, mIoU: 0.622
2023-07-25 16:08:30,538 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 16:08:30,552 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 16:08:30,562 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.909, mIoU: 0.620
2023-07-25 16:08:30,575 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 16:08:30,589 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.909, mIoU: 0.619
2023-07-25 16:08:30,601 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.909, mIoU: 0.618
2023-07-25 16:08:30,615 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 16:08:30,628 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 16:08:30,640 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.909, mIoU: 0.617
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2023-07-25 16:08:31,105 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.911, mIoU: 0.621
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2023-07-25 16:08:31,135 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,149 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,161 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,175 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,188 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,202 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:31,216 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:31,228 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:31,240 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:31,252 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 16:08:31,265 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 16:08:31,278 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,290 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.910, mIoU: 0.620
2023-07-25 16:08:31,303 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:31,317 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,332 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 16:08:31,343 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.910, mIoU: 0.621
2023-07-25 16:08:31,356 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,368 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,379 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,393 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,408 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,422 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,436 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,450 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,463 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.911, mIoU: 0.622
2023-07-25 16:08:31,476 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,490 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,504 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,520 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,534 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,549 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:31,564 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:31,577 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,589 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,602 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,616 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,632 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,645 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,658 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,673 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,687 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,701 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,716 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,730 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:31,744 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 16:08:31,759 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,773 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,788 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,803 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,817 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,833 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,847 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,863 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,879 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,892 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,905 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,921 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,937 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:08:31,952 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,966 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:31,978 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:31,990 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:32,004 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:32,016 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:32,030 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:32,046 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:32,059 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:32,074 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:32,086 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:32,101 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,115 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,127 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,140 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,154 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,169 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,182 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,196 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,211 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,225 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,238 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:32,252 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,267 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,284 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,297 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,313 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,328 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,343 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,356 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,368 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,383 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,398 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,411 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,426 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,442 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,457 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,472 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,485 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,497 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,511 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,524 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,536 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,549 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,564 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,577 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,590 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,604 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,619 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,634 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,649 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,662 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,675 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,690 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,705 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,720 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,734 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,747 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,760 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,771 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,786 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,802 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,815 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,829 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,840 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,853 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:32,867 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,882 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,895 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,909 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,922 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,937 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,949 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,964 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,977 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:32,991 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:33,006 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:33,019 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,035 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,049 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,064 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,080 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,094 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:08:33,109 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,123 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:08:33,137 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,152 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,166 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,179 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,192 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,204 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,220 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,233 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,249 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,264 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,275 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,289 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,304 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,319 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,332 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,347 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,361 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,374 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,388 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,404 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 16:08:33,419 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:33,432 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,444 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:08:33,461 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,476 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,492 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,505 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,520 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,535 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,550 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,565 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,579 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,594 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,607 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,621 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:08:33,635 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:08:33,647 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:08:33,662 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,675 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,689 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,704 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,718 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,732 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:08:33,746 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,760 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,774 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,789 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,804 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,819 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,834 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,844 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,859 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,872 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,887 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,901 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,917 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:33,930 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,945 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,960 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,974 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:33,990 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:34,006 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:34,018 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:34,033 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:08:34,048 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.912, mIoU: 0.624
2023-07-25 16:08:34,062 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:34,075 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 16:08:34,090 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 16:08:34,104 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:34,119 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,131 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 16:08:34,146 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:34,160 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:34,172 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:34,186 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:34,200 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,212 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,227 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,239 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,253 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,268 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,283 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 16:08:34,297 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 16:08:34,312 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 16:08:34,327 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 16:08:34,340 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 16:08:34,354 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 16:08:34,369 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,382 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,395 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,409 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,424 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,439 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,455 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,468 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,481 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,498 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,512 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,525 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,540 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,553 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,569 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,583 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,599 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,614 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,628 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,638 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,653 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,669 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,682 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,696 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,710 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,725 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,738 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,752 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,767 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:34,782 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:34,797 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,811 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 16:08:34,827 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,843 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,855 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,870 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 16:08:34,885 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.614
2023-07-25 16:08:34,899 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.614
2023-07-25 16:08:34,911 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,926 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,941 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,955 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,963 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:34,976 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 16:08:34,988 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:35,001 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 16:08:35,012 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:35,027 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:35,041 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:35,056 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,069 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,082 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,096 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,107 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,122 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,136 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,151 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,166 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,278 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,291 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,302 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,314 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,329 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,343 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,357 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,371 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,383 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,393 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,404 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,416 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,427 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,441 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,454 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,468 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:35,483 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,498 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,511 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,526 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,540 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,554 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 16:08:35,570 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 16:08:35,584 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.911, mIoU: 0.620
2023-07-25 16:08:35,598 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,612 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,627 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,639 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,652 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,666 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,679 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.911, mIoU: 0.619
2023-07-25 16:08:35,695 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,707 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,722 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,736 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:35,753 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 16:08:35,768 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 16:08:35,781 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 16:08:35,796 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 16:08:35,810 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,825 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,839 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,852 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,864 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,879 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:35,895 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:35,910 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:35,925 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 16:08:35,940 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.621
2023-07-25 16:08:35,955 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.913, mIoU: 0.621
2023-07-25 16:08:35,970 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:35,985 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:35,998 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:36,013 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:36,024 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:36,037 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:36,052 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.912, mIoU: 0.620
2023-07-25 16:08:36,063 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.912, mIoU: 0.618
2023-07-25 16:08:36,079 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.912, mIoU: 0.619
2023-07-25 16:08:36,093 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.618
2023-07-25 16:08:36,108 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,123 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,138 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,153 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,167 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,179 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,194 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,206 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,220 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,235 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,248 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,262 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,275 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,290 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,304 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,319 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:36,334 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:36,349 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:36,364 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:36,377 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.615
2023-07-25 16:08:36,392 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,405 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,418 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,434 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,449 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,464 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,477 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,490 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,505 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.911, mIoU: 0.617
2023-07-25 16:08:36,521 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,536 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,549 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,562 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,578 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.616
2023-07-25 16:08:36,593 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,608 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:36,623 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:36,638 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:36,652 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,666 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,681 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.911, mIoU: 0.616
2023-07-25 16:08:36,696 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.910, mIoU: 0.615
2023-07-25 16:08:36,711 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.615
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2023-07-25 16:08:36,896 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 16:08:36,911 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.614
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2023-07-25 16:08:37,001 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:37,150 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:37,179 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:37,193 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:37,210 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:37,240 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 16:08:37,336 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:38,115 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:38,171 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 16:08:38,311 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:38,581 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 16:08:39,298 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 16:08:39,310 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.909, mIoU: 0.615
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2023-07-25 16:08:39,483 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 16:08:39,498 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,512 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,526 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:39,570 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,583 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,598 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,614 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:39,629 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,643 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,658 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,673 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,688 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,701 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,714 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,727 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:39,767 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,781 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,793 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:39,820 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:39,831 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:39,888 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,902 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:39,929 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:39,943 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:39,956 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:39,971 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:39,986 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,001 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,014 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,029 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-25 16:08:40,073 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,085 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,100 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,115 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,129 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,144 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.908, mIoU: 0.613
2023-07-25 16:08:40,156 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,171 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,185 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,200 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,214 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,228 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,243 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,258 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,268 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,281 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,294 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:40,322 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,337 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,351 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 16:08:40,405 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,421 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,437 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,452 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:40,494 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,506 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,521 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:40,535 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:40,562 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:40,686 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,700 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.908, mIoU: 0.612
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2023-07-25 16:08:40,769 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 16:08:40,796 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,813 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,828 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,843 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,858 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,865 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,881 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:40,893 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,906 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,921 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,935 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,949 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,964 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,979 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:40,994 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:41,009 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-25 16:08:41,052 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.908, mIoU: 0.611
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2023-07-25 16:08:41,081 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,096 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,112 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,124 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,138 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,152 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.909, mIoU: 0.611
2023-07-25 16:08:41,167 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.909, mIoU: 0.611
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2023-07-25 16:08:41,194 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 16:08:41,223 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:41,238 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:41,253 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:41,268 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:41,326 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:41,385 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,399 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,411 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,426 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.909, mIoU: 0.614
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2023-07-25 16:08:41,566 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.909, mIoU: 0.613
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2023-07-25 16:08:41,623 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,636 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.909, mIoU: 0.612
2023-07-25 16:08:41,645 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:41,660 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:41,672 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.908, mIoU: 0.612
2023-07-25 16:08:41,687 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.909, mIoU: 0.612
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2023-07-25 16:08:41,895 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,910 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,922 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,937 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:41,952 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,967 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,979 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:41,994 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.909, mIoU: 0.613
2023-07-25 16:08:42,007 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:42,021 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:42,036 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:42,049 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:42,062 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:42,077 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.909, mIoU: 0.615
2023-07-25 16:08:42,093 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.909, mIoU: 0.614
2023-07-25 16:08:58,716 semantic_segmentation INFO: Iters: 62410/150000 || Lr: 0.012324 || Task Loss: 0.3509 || KD Loss: 0.0435|| 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 day, 5:22:43 || Estimated Time: 1 day, 17:13:53
2023-07-25 16:09:15,218 semantic_segmentation INFO: Iters: 62420/150000 || Lr: 0.012323 || Task Loss: 0.4906 || KD Loss: 0.0988|| 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, 5:22:59 || Estimated Time: 1 day, 17:13:36
2023-07-25 16:09:31,852 semantic_segmentation INFO: Iters: 62430/150000 || Lr: 0.012322 || Task Loss: 0.3053 || KD Loss: 0.0535|| 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, 5:23:16 || Estimated Time: 1 day, 17:13:18
2023-07-25 16:09:48,388 semantic_segmentation INFO: Iters: 62440/150000 || Lr: 0.012320 || Task Loss: 0.7681 || KD Loss: 0.3439|| 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, 5:23:32 || Estimated Time: 1 day, 17:13:01
2023-07-25 16:10:04,900 semantic_segmentation INFO: Iters: 62450/150000 || Lr: 0.012319 || Task Loss: 0.4402 || KD Loss: 0.1054|| 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, 5:23:49 || Estimated Time: 1 day, 17:12:43
2023-07-25 16:10:21,454 semantic_segmentation INFO: Iters: 62460/150000 || Lr: 0.012318 || Task Loss: 0.5754 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:05 || Estimated Time: 1 day, 17:12:26
2023-07-25 16:10:37,930 semantic_segmentation INFO: Iters: 62470/150000 || Lr: 0.012317 || Task Loss: 0.4886 || KD Loss: 0.1262|| 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, 5:24:22 || Estimated Time: 1 day, 17:12:08
2023-07-25 16:10:54,470 semantic_segmentation INFO: Iters: 62480/150000 || Lr: 0.012315 || Task Loss: 0.4104 || KD Loss: 0.0973|| 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, 5:24:38 || Estimated Time: 1 day, 17:11:51
2023-07-25 16:11:10,998 semantic_segmentation INFO: Iters: 62490/150000 || Lr: 0.012314 || Task Loss: 0.4507 || KD Loss: 0.1251|| 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, 5:24:55 || Estimated Time: 1 day, 17:11:33
2023-07-25 16:11:27,599 semantic_segmentation INFO: Iters: 62500/150000 || Lr: 0.012313 || Task Loss: 0.5539 || KD Loss: 0.2159|| 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, 5:25:12 || Estimated Time: 1 day, 17:11:16
2023-07-25 16:11:44,197 semantic_segmentation INFO: Iters: 62510/150000 || Lr: 0.012312 || Task Loss: 0.4039 || KD Loss: 0.0809|| 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, 5:25:28 || Estimated Time: 1 day, 17:10:58
2023-07-25 16:12:00,737 semantic_segmentation INFO: Iters: 62520/150000 || Lr: 0.012310 || Task Loss: 0.3194 || KD Loss: 0.0663|| 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, 5:25:45 || Estimated Time: 1 day, 17:10:41
2023-07-25 16:12:17,184 semantic_segmentation INFO: Iters: 62530/150000 || Lr: 0.012309 || Task Loss: 0.4835 || KD Loss: 0.1073|| 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, 5:26:01 || Estimated Time: 1 day, 17:10:23
2023-07-25 16:12:33,740 semantic_segmentation INFO: Iters: 62540/150000 || Lr: 0.012308 || Task Loss: 0.5798 || KD Loss: 0.1092|| 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, 5:26:18 || Estimated Time: 1 day, 17:10:06
2023-07-25 16:12:50,349 semantic_segmentation INFO: Iters: 62550/150000 || Lr: 0.012307 || Task Loss: 0.5013 || KD Loss: 0.1119|| 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, 5:26:34 || Estimated Time: 1 day, 17:09:48
2023-07-25 16:13:06,933 semantic_segmentation INFO: Iters: 62560/150000 || Lr: 0.012305 || Task Loss: 0.4662 || KD Loss: 0.1105|| 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: 1 day, 5:26:51 || Estimated Time: 1 day, 17:09:31
2023-07-25 16:13:23,510 semantic_segmentation INFO: Iters: 62570/150000 || Lr: 0.012304 || Task Loss: 0.5050 || KD Loss: 0.0968|| 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, 5:27:07 || Estimated Time: 1 day, 17:09:13
2023-07-25 16:13:39,976 semantic_segmentation INFO: Iters: 62580/150000 || Lr: 0.012303 || Task Loss: 0.3670 || KD Loss: 0.0925|| 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, 5:27:24 || Estimated Time: 1 day, 17:08:56
2023-07-25 16:13:56,503 semantic_segmentation INFO: Iters: 62590/150000 || Lr: 0.012301 || Task Loss: 0.4245 || KD Loss: 0.0513|| 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, 5:27:40 || Estimated Time: 1 day, 17:08:38
2023-07-25 16:14:13,160 semantic_segmentation INFO: Iters: 62600/150000 || Lr: 0.012300 || Task Loss: 0.3858 || KD Loss: 0.0749|| 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, 5:27:57 || Estimated Time: 1 day, 17:08:21
2023-07-25 16:14:29,619 semantic_segmentation INFO: Iters: 62610/150000 || Lr: 0.012299 || Task Loss: 0.4223 || KD Loss: 0.1065|| 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, 5:28:14 || Estimated Time: 1 day, 17:08:03
2023-07-25 16:14:46,230 semantic_segmentation INFO: Iters: 62620/150000 || Lr: 0.012298 || Task Loss: 0.3477 || KD Loss: 0.0809|| 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, 5:28:30 || Estimated Time: 1 day, 17:07:46
2023-07-25 16:15:02,802 semantic_segmentation INFO: Iters: 62630/150000 || Lr: 0.012296 || Task Loss: 0.4696 || KD Loss: 0.1168|| 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, 5:28:47 || Estimated Time: 1 day, 17:07:28
2023-07-25 16:15:19,303 semantic_segmentation INFO: Iters: 62640/150000 || Lr: 0.012295 || Task Loss: 0.4654 || KD Loss: 0.0948|| 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, 5:29:03 || Estimated Time: 1 day, 17:07:11
2023-07-25 16:15:35,822 semantic_segmentation INFO: Iters: 62650/150000 || Lr: 0.012294 || Task Loss: 0.3926 || KD Loss: 0.0928|| 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, 5:29:20 || Estimated Time: 1 day, 17:06:53
2023-07-25 16:15:52,447 semantic_segmentation INFO: Iters: 62660/150000 || Lr: 0.012293 || Task Loss: 0.3952 || KD Loss: 0.0942|| 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, 5:29:36 || Estimated Time: 1 day, 17:06:36
2023-07-25 16:16:09,058 semantic_segmentation INFO: Iters: 62670/150000 || Lr: 0.012291 || Task Loss: 0.4334 || KD Loss: 0.0753|| 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, 5:29:53 || Estimated Time: 1 day, 17:06:18
2023-07-25 16:16:25,720 semantic_segmentation INFO: Iters: 62680/150000 || Lr: 0.012290 || Task Loss: 0.3709 || KD Loss: 0.0567|| 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, 5:30:10 || Estimated Time: 1 day, 17:06:01
2023-07-25 16:16:42,196 semantic_segmentation INFO: Iters: 62690/150000 || Lr: 0.012289 || Task Loss: 0.6284 || KD Loss: 0.1981|| 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, 5:30:26 || Estimated Time: 1 day, 17:05:43
2023-07-25 16:16:58,871 semantic_segmentation INFO: Iters: 62700/150000 || Lr: 0.012288 || Task Loss: 0.4075 || KD Loss: 0.0886|| 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, 5:30:43 || Estimated Time: 1 day, 17:05:26
2023-07-25 16:17:15,516 semantic_segmentation INFO: Iters: 62710/150000 || Lr: 0.012286 || Task Loss: 0.4230 || KD Loss: 0.0903|| 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, 5:30:59 || Estimated Time: 1 day, 17:05:09
2023-07-25 16:17:32,064 semantic_segmentation INFO: Iters: 62720/150000 || Lr: 0.012285 || Task Loss: 0.4935 || KD Loss: 0.0829|| 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 day, 5:31:16 || Estimated Time: 1 day, 17:04:51
2023-07-25 16:17:48,652 semantic_segmentation INFO: Iters: 62730/150000 || Lr: 0.012284 || Task Loss: 0.3911 || KD Loss: 0.1063|| 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, 5:31:33 || Estimated Time: 1 day, 17:04:34
2023-07-25 16:18:07,679 semantic_segmentation INFO: Iters: 62740/150000 || Lr: 0.012282 || Task Loss: 0.3932 || KD Loss: 0.1079|| 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, 5:31:52 || Estimated Time: 1 day, 17:04:20
2023-07-25 16:18:25,345 semantic_segmentation INFO: Iters: 62750/150000 || Lr: 0.012281 || Task Loss: 0.4835 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:09 || Estimated Time: 1 day, 17:04:04
2023-07-25 16:18:41,839 semantic_segmentation INFO: Iters: 62760/150000 || Lr: 0.012280 || Task Loss: 0.2467 || KD Loss: 0.0590|| 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, 5:32:26 || Estimated Time: 1 day, 17:03:46
2023-07-25 16:18:58,396 semantic_segmentation INFO: Iters: 62770/150000 || Lr: 0.012279 || Task Loss: 0.4392 || KD Loss: 0.0870|| 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, 5:32:42 || Estimated Time: 1 day, 17:03:29
2023-07-25 16:19:14,965 semantic_segmentation INFO: Iters: 62780/150000 || Lr: 0.012277 || Task Loss: 0.4561 || KD Loss: 0.1252|| 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: 1 day, 5:32:59 || Estimated Time: 1 day, 17:03:11
2023-07-25 16:19:31,529 semantic_segmentation INFO: Iters: 62790/150000 || Lr: 0.012276 || Task Loss: 0.3988 || KD Loss: 0.0928|| 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, 5:33:16 || Estimated Time: 1 day, 17:02:54
2023-07-25 16:19:48,131 semantic_segmentation INFO: Iters: 62800/150000 || Lr: 0.012275 || Task Loss: 0.5052 || KD Loss: 0.1064|| 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, 5:33:32 || Estimated Time: 1 day, 17:02:36
2023-07-25 16:20:04,672 semantic_segmentation INFO: Iters: 62810/150000 || Lr: 0.012274 || Task Loss: 0.5059 || KD Loss: 0.1311|| 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, 5:33:49 || Estimated Time: 1 day, 17:02:19
2023-07-25 16:20:21,311 semantic_segmentation INFO: Iters: 62820/150000 || Lr: 0.012272 || Task Loss: 0.3742 || KD Loss: 0.0750|| 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, 5:34:05 || Estimated Time: 1 day, 17:02:02
2023-07-25 16:20:37,901 semantic_segmentation INFO: Iters: 62830/150000 || Lr: 0.012271 || Task Loss: 0.3060 || KD Loss: 0.0611|| 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, 5:34:22 || Estimated Time: 1 day, 17:01:44
2023-07-25 16:20:54,474 semantic_segmentation INFO: Iters: 62840/150000 || Lr: 0.012270 || Task Loss: 0.4227 || KD Loss: 0.0992|| 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, 5:34:38 || Estimated Time: 1 day, 17:01:27
2023-07-25 16:21:11,074 semantic_segmentation INFO: Iters: 62850/150000 || Lr: 0.012269 || Task Loss: 0.3693 || KD Loss: 0.0644|| 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, 5:34:55 || Estimated Time: 1 day, 17:01:09
2023-07-25 16:21:27,608 semantic_segmentation INFO: Iters: 62860/150000 || Lr: 0.012267 || Task Loss: 0.5785 || KD Loss: 0.1239|| 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, 5:35:12 || Estimated Time: 1 day, 17:00:52
2023-07-25 16:21:44,164 semantic_segmentation INFO: Iters: 62870/150000 || Lr: 0.012266 || Task Loss: 0.3339 || KD Loss: 0.0591|| 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, 5:35:28 || Estimated Time: 1 day, 17:00:34
2023-07-25 16:22:00,694 semantic_segmentation INFO: Iters: 62880/150000 || Lr: 0.012265 || Task Loss: 0.3445 || KD Loss: 0.0528|| 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, 5:35:45 || Estimated Time: 1 day, 17:00:17
2023-07-25 16:22:17,243 semantic_segmentation INFO: Iters: 62890/150000 || Lr: 0.012263 || Task Loss: 0.4297 || KD Loss: 0.1103|| 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, 5:36:01 || Estimated Time: 1 day, 16:59:59
2023-07-25 16:22:33,826 semantic_segmentation INFO: Iters: 62900/150000 || Lr: 0.012262 || Task Loss: 0.3818 || KD Loss: 0.1144|| 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, 5:36:18 || Estimated Time: 1 day, 16:59:42
2023-07-25 16:22:50,256 semantic_segmentation INFO: Iters: 62910/150000 || Lr: 0.012261 || Task Loss: 0.5133 || KD Loss: 0.0987|| 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: 1 day, 5:36:34 || Estimated Time: 1 day, 16:59:24
2023-07-25 16:23:06,828 semantic_segmentation INFO: Iters: 62920/150000 || Lr: 0.012260 || Task Loss: 0.4859 || KD Loss: 0.1332|| 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, 5:36:51 || Estimated Time: 1 day, 16:59:07
2023-07-25 16:23:23,398 semantic_segmentation INFO: Iters: 62930/150000 || Lr: 0.012258 || Task Loss: 0.3819 || 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, 5:37:07 || Estimated Time: 1 day, 16:58:49
2023-07-25 16:23:39,976 semantic_segmentation INFO: Iters: 62940/150000 || Lr: 0.012257 || Task Loss: 0.5350 || KD Loss: 0.1398|| 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, 5:37:24 || Estimated Time: 1 day, 16:58:32
2023-07-25 16:23:56,699 semantic_segmentation INFO: Iters: 62950/150000 || Lr: 0.012256 || Task Loss: 0.5977 || KD Loss: 0.2736|| 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, 5:37:41 || Estimated Time: 1 day, 16:58:14
2023-07-25 16:24:13,154 semantic_segmentation INFO: Iters: 62960/150000 || Lr: 0.012255 || Task Loss: 0.8354 || KD Loss: 0.3685|| 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, 5:37:57 || Estimated Time: 1 day, 16:57:57
2023-07-25 16:24:29,690 semantic_segmentation INFO: Iters: 62970/150000 || Lr: 0.012253 || Task Loss: 0.3682 || KD Loss: 0.0802|| 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, 5:38:14 || Estimated Time: 1 day, 16:57:39
2023-07-25 16:24:46,186 semantic_segmentation INFO: Iters: 62980/150000 || Lr: 0.012252 || Task Loss: 0.4446 || KD Loss: 0.0973|| 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, 5:38:30 || Estimated Time: 1 day, 16:57:22
2023-07-25 16:25:02,721 semantic_segmentation INFO: Iters: 62990/150000 || Lr: 0.012251 || Task Loss: 0.4448 || KD Loss: 0.1252|| 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, 5:38:47 || Estimated Time: 1 day, 16:57:04
2023-07-25 16:25:19,314 semantic_segmentation INFO: Iters: 63000/150000 || Lr: 0.012250 || Task Loss: 0.4614 || KD Loss: 0.0904|| 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, 5:39:03 || Estimated Time: 1 day, 16:56:47
2023-07-25 16:25:35,867 semantic_segmentation INFO: Iters: 63010/150000 || Lr: 0.012248 || Task Loss: 0.4269 || KD Loss: 0.0919|| 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: 1 day, 5:39:20 || Estimated Time: 1 day, 16:56:29
2023-07-25 16:25:52,406 semantic_segmentation INFO: Iters: 63020/150000 || Lr: 0.012247 || Task Loss: 0.4033 || KD Loss: 0.0735|| 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, 5:39:36 || Estimated Time: 1 day, 16:56:12
2023-07-25 16:26:09,019 semantic_segmentation INFO: Iters: 63030/150000 || Lr: 0.012246 || Task Loss: 0.3837 || KD Loss: 0.0667|| 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, 5:39:53 || Estimated Time: 1 day, 16:55:54
2023-07-25 16:26:25,524 semantic_segmentation INFO: Iters: 63040/150000 || Lr: 0.012244 || Task Loss: 0.3765 || KD Loss: 0.0696|| 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, 5:40:10 || Estimated Time: 1 day, 16:55:37
2023-07-25 16:26:42,044 semantic_segmentation INFO: Iters: 63050/150000 || Lr: 0.012243 || Task Loss: 0.5005 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:26 || Estimated Time: 1 day, 16:55:19
2023-07-25 16:26:58,445 semantic_segmentation INFO: Iters: 63060/150000 || Lr: 0.012242 || Task Loss: 0.4451 || 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, 5:40:42 || Estimated Time: 1 day, 16:55:02
2023-07-25 16:27:15,025 semantic_segmentation INFO: Iters: 63070/150000 || Lr: 0.012241 || Task Loss: 0.5698 || KD Loss: 0.1563|| 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, 5:40:59 || Estimated Time: 1 day, 16:54:44
2023-07-25 16:27:31,610 semantic_segmentation INFO: Iters: 63080/150000 || Lr: 0.012239 || Task Loss: 0.4894 || KD Loss: 0.0925|| 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, 5:41:16 || Estimated Time: 1 day, 16:54:27
2023-07-25 16:27:48,098 semantic_segmentation INFO: Iters: 63090/150000 || Lr: 0.012238 || Task Loss: 0.3752 || KD Loss: 0.0645|| 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, 5:41:32 || Estimated Time: 1 day, 16:54:09
2023-07-25 16:28:04,555 semantic_segmentation INFO: Iters: 63100/150000 || Lr: 0.012237 || Task Loss: 0.3944 || KD Loss: 0.1113|| 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, 5:41:49 || Estimated Time: 1 day, 16:53:52
2023-07-25 16:28:20,984 semantic_segmentation INFO: Iters: 63110/150000 || Lr: 0.012236 || Task Loss: 0.4537 || KD Loss: 0.0835|| 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, 5:42:05 || Estimated Time: 1 day, 16:53:34
2023-07-25 16:28:37,634 semantic_segmentation INFO: Iters: 63120/150000 || Lr: 0.012234 || Task Loss: 0.4407 || KD Loss: 0.0934|| 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: 1 day, 5:42:22 || Estimated Time: 1 day, 16:53:17
2023-07-25 16:28:54,214 semantic_segmentation INFO: Iters: 63130/150000 || Lr: 0.012233 || Task Loss: 0.4274 || KD Loss: 0.0877|| 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, 5:42:38 || Estimated Time: 1 day, 16:52:59
2023-07-25 16:29:10,747 semantic_segmentation INFO: Iters: 63140/150000 || Lr: 0.012232 || Task Loss: 0.4016 || KD Loss: 0.1115|| 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, 5:42:55 || Estimated Time: 1 day, 16:52:42
2023-07-25 16:29:27,314 semantic_segmentation INFO: Iters: 63150/150000 || Lr: 0.012231 || Task Loss: 0.3102 || KD Loss: 0.0520|| 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, 5:43:11 || Estimated Time: 1 day, 16:52:24
2023-07-25 16:29:43,835 semantic_segmentation INFO: Iters: 63160/150000 || Lr: 0.012229 || Task Loss: 0.5110 || KD Loss: 0.0980|| 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, 5:43:28 || Estimated Time: 1 day, 16:52:07
2023-07-25 16:30:00,316 semantic_segmentation INFO: Iters: 63170/150000 || Lr: 0.012228 || Task Loss: 0.6909 || KD Loss: 0.1537|| 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, 5:43:44 || Estimated Time: 1 day, 16:51:49
2023-07-25 16:30:16,895 semantic_segmentation INFO: Iters: 63180/150000 || Lr: 0.012227 || Task Loss: 0.4763 || KD Loss: 0.1259|| 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, 5:44:01 || Estimated Time: 1 day, 16:51:32
2023-07-25 16:30:33,474 semantic_segmentation INFO: Iters: 63190/150000 || Lr: 0.012225 || Task Loss: 0.5135 || KD Loss: 0.1793|| 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, 5:44:17 || Estimated Time: 1 day, 16:51:14
2023-07-25 16:30:50,047 semantic_segmentation INFO: Iters: 63200/150000 || Lr: 0.012224 || Task Loss: 0.3854 || KD Loss: 0.0778|| 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, 5:44:34 || Estimated Time: 1 day, 16:50:57
2023-07-25 16:30:50,157 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 16:30:50,623 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.088
2023-07-25 16:30:50,647 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.133
2023-07-25 16:30:50,658 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.161
2023-07-25 16:30:50,672 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.162
2023-07-25 16:30:50,685 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.232
2023-07-25 16:30:50,697 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.278
2023-07-25 16:30:50,710 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.321
2023-07-25 16:30:50,724 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.327
2023-07-25 16:30:50,736 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.358
2023-07-25 16:30:50,750 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.403
2023-07-25 16:30:50,764 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.444
2023-07-25 16:30:50,779 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.490
2023-07-25 16:30:50,791 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.485
2023-07-25 16:30:50,805 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.473
2023-07-25 16:30:50,819 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.463
2023-07-25 16:30:50,833 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.459
2023-07-25 16:30:50,845 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.443
2023-07-25 16:30:50,858 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.441
2023-07-25 16:30:50,872 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.440
2023-07-25 16:30:50,887 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.501
2023-07-25 16:30:50,901 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.487
2023-07-25 16:30:50,916 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.490
2023-07-25 16:30:50,930 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.527
2023-07-25 16:30:50,945 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.929, mIoU: 0.529
2023-07-25 16:30:50,961 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.531
2023-07-25 16:30:50,974 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.530
2023-07-25 16:30:50,989 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.537
2023-07-25 16:30:51,000 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.537
2023-07-25 16:30:51,015 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.525
2023-07-25 16:30:51,030 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.526
2023-07-25 16:30:51,043 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.529
2023-07-25 16:30:51,059 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.529
2023-07-25 16:30:51,073 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.532
2023-07-25 16:30:51,087 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.531
2023-07-25 16:30:51,102 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.571
2023-07-25 16:30:51,117 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.572
2023-07-25 16:30:51,130 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.571
2023-07-25 16:30:51,142 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.616
2023-07-25 16:30:51,158 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.606
2023-07-25 16:30:51,170 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.605
2023-07-25 16:30:51,184 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-25 16:30:51,199 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-25 16:30:51,213 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.622
2023-07-25 16:30:51,226 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.622
2023-07-25 16:30:51,241 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-25 16:30:51,256 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-25 16:30:51,269 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-25 16:30:51,282 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-25 16:30:51,296 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-25 16:30:51,311 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-25 16:30:51,327 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-25 16:30:51,342 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.620
2023-07-25 16:30:51,355 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-25 16:30:51,371 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-25 16:30:51,386 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.620
2023-07-25 16:30:51,399 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.617
2023-07-25 16:30:51,414 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.613
2023-07-25 16:30:51,431 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.613
2023-07-25 16:30:51,444 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-25 16:30:51,459 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.603
2023-07-25 16:30:51,472 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-25 16:30:51,487 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.591
2023-07-25 16:30:51,500 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.591
2023-07-25 16:30:51,518 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.595
2023-07-25 16:30:51,531 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-25 16:30:51,546 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-25 16:30:51,561 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.590
2023-07-25 16:30:51,574 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-25 16:30:51,589 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-25 16:30:51,604 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-25 16:30:51,620 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.655
2023-07-25 16:30:51,634 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.655
2023-07-25 16:30:51,649 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.926, mIoU: 0.650
2023-07-25 16:30:51,664 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-25 16:30:51,678 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.655
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2023-07-25 16:30:51,708 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.651
2023-07-25 16:30:51,718 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.649
2023-07-25 16:30:51,733 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 16:30:51,749 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 16:30:51,762 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 16:30:51,776 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 16:30:51,791 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 16:30:51,806 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.910, mIoU: 0.638
2023-07-25 16:30:51,821 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-25 16:30:51,836 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 16:30:51,851 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.913, mIoU: 0.638
2023-07-25 16:30:51,867 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.913, mIoU: 0.639
2023-07-25 16:30:51,882 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.913, mIoU: 0.649
2023-07-25 16:30:51,894 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 16:30:51,909 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 16:30:51,924 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:51,938 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 16:30:51,953 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 16:30:51,968 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.912, mIoU: 0.648
2023-07-25 16:30:51,982 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.913, mIoU: 0.648
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2023-07-25 16:30:52,037 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.915, mIoU: 0.654
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2023-07-25 16:30:52,123 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 16:30:52,191 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.655
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2023-07-25 16:30:52,219 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 16:30:52,234 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 16:30:52,261 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 16:30:52,274 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 16:30:52,289 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:52,302 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 16:30:52,316 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 16:30:52,331 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.914, mIoU: 0.642
2023-07-25 16:30:52,344 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 16:30:52,357 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:52,372 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:30:52,387 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:52,396 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:52,408 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:52,424 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:30:52,433 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.624
2023-07-25 16:30:52,446 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.628
2023-07-25 16:30:52,461 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.627
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2023-07-25 16:30:52,490 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-25 16:30:52,547 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.623
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2023-07-25 16:30:52,740 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.911, mIoU: 0.630
2023-07-25 16:30:52,752 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 16:30:52,791 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.629
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2023-07-25 16:30:52,848 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 16:30:52,863 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.636
2023-07-25 16:30:52,878 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.914, mIoU: 0.636
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2023-07-25 16:30:52,905 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.914, mIoU: 0.638
2023-07-25 16:30:52,919 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:30:52,931 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.915, mIoU: 0.637
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2023-07-25 16:30:52,983 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-25 16:30:53,012 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.911, mIoU: 0.624
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2023-07-25 16:30:53,123 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.912, mIoU: 0.623
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2023-07-25 16:30:53,421 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.910, mIoU: 0.617
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2023-07-25 16:30:56,506 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.913, mIoU: 0.627
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2023-07-25 16:30:56,576 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.911, mIoU: 0.623
2023-07-25 16:30:56,589 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 16:30:56,604 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.911, mIoU: 0.624
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2023-07-25 16:30:56,632 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 16:30:56,645 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:30:56,659 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.912, mIoU: 0.628
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2023-07-25 16:30:56,772 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.912, mIoU: 0.626
2023-07-25 16:30:56,787 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:30:56,802 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:56,817 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:56,832 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.628
2023-07-25 16:30:56,847 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:56,861 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:56,875 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:56,889 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:56,902 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:56,915 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:56,933 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:56,948 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:30:56,962 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:56,977 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:56,989 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:57,003 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.912, mIoU: 0.627
2023-07-25 16:30:57,016 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:57,026 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:57,040 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:57,053 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.912, mIoU: 0.628
2023-07-25 16:30:57,067 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 16:30:57,082 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:57,097 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:57,112 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:57,127 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 16:30:57,136 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:57,146 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 16:30:57,159 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:57,172 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:57,187 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-25 16:30:57,200 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 16:30:57,214 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,230 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,245 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,259 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,274 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,287 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.913, mIoU: 0.632
2023-07-25 16:30:57,302 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-25 16:30:57,316 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 16:30:57,329 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.635
2023-07-25 16:30:57,344 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.913, mIoU: 0.635
2023-07-25 16:30:57,356 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 16:30:57,370 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 16:30:57,384 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 16:30:57,399 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 16:30:57,414 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.914, mIoU: 0.637
2023-07-25 16:30:57,429 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.914, mIoU: 0.639
2023-07-25 16:30:57,439 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 16:30:57,451 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-25 16:30:57,466 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:57,481 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:57,493 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:30:57,506 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:30:57,519 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 16:30:57,533 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 16:30:57,548 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 16:30:57,562 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 16:30:57,571 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 16:30:57,585 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:57,600 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.916, mIoU: 0.645
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2023-07-25 16:30:57,628 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:57,642 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.646
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2023-07-25 16:30:57,697 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:30:57,712 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:30:57,728 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:30:57,743 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 16:30:57,757 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:57,769 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.916, mIoU: 0.648
2023-07-25 16:30:57,784 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:57,798 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:57,812 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:57,826 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:57,842 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:57,857 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:57,871 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:57,884 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:57,898 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:57,912 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:57,928 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:30:57,944 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:57,960 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:57,972 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:57,987 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,002 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,015 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:30:58,030 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.643
2023-07-25 16:30:58,041 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 16:30:58,056 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.644
2023-07-25 16:30:58,069 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 16:30:58,081 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:58,093 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:58,108 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 16:30:58,123 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:58,138 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 16:30:58,152 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,160 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,175 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,190 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,205 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,220 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,234 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,246 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,259 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,273 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,288 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,302 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:58,314 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,327 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:58,342 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,356 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,371 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,384 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,398 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,413 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.915, mIoU: 0.645
2023-07-25 16:30:58,429 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,442 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:58,457 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,471 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,484 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,498 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,513 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,527 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,542 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,555 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,570 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.915, mIoU: 0.641
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2023-07-25 16:30:58,600 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:30:58,611 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:58,625 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:58,640 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.915, mIoU: 0.640
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2023-07-25 16:30:58,667 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-25 16:30:58,694 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.914, mIoU: 0.638
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2023-07-25 16:30:58,722 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-25 16:30:58,833 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.914, mIoU: 0.637
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2023-07-25 16:30:58,904 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 16:30:59,089 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.915, mIoU: 0.638
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2023-07-25 16:30:59,176 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:59,191 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:30:59,207 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-25 16:30:59,251 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:30:59,264 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 16:30:59,279 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:30:59,294 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:59,309 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:30:59,322 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:30:59,337 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,350 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,365 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,379 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,395 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,410 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,424 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:30:59,439 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,453 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,467 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:59,481 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:59,495 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:59,513 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.916, mIoU: 0.647
2023-07-25 16:30:59,528 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:59,542 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:59,553 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:59,566 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,584 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,597 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,612 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,625 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,638 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,652 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,668 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,683 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:59,698 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:30:59,711 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:30:59,724 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:30:59,737 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:30:59,751 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:30:59,766 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:30:59,781 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,796 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,810 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,825 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,837 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,852 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:30:59,866 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,879 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,892 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,905 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:59,921 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,936 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,949 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:30:59,966 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:59,982 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:30:59,997 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:31:00,010 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.916, mIoU: 0.645
2023-07-25 16:31:00,023 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:31:00,031 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.916, mIoU: 0.646
2023-07-25 16:31:00,046 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:31:00,061 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:31:00,076 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:31:00,092 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:31:00,108 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:31:00,124 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,140 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,155 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,167 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,182 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,196 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,210 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,225 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:31:00,237 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:31:00,250 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:31:00,262 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,276 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:00,289 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:00,301 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:00,314 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:00,328 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:00,343 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:00,355 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:00,368 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:00,381 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,393 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,407 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,422 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,437 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,451 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,466 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,480 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,493 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,508 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:31:00,522 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,539 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,554 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,570 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:00,586 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:00,599 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:00,612 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:00,626 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,642 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,659 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:00,672 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:00,686 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,701 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,716 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.918, mIoU: 0.651
2023-07-25 16:31:00,731 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,746 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,761 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,774 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,788 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,801 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,814 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,828 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,842 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,857 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,870 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,884 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,899 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,911 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,923 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,938 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,953 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,968 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:31:00,983 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:00,994 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:01,007 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:31:01,021 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:01,034 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:01,049 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:01,065 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,078 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,093 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,106 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,122 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,137 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,150 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,163 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,177 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,192 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,206 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,221 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,236 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,250 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,263 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,278 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,294 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,311 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,324 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,338 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,352 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,367 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,380 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,393 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,407 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,422 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,434 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,449 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,464 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,479 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,494 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,506 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,518 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,532 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,545 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,557 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,569 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,584 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,598 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,611 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,625 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,641 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,656 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,672 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,685 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,698 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,713 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,728 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,743 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:01,757 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:01,770 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:01,783 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,794 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,810 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,825 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,839 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,853 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,864 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,877 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,892 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,907 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,920 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,935 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,948 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:01,963 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,976 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:01,992 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,006 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:02,021 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:02,036 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:31:02,049 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:31:02,064 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:31:02,079 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:31:02,094 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:02,109 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:02,124 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,139 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,153 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,168 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,182 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:02,197 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,210 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,223 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,235 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,251 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,264 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,279 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,294 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,305 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,319 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,335 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,349 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,362 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,378 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,392 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,405 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,418 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,433 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,447 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,460 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,471 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 16:31:02,487 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,501 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:02,516 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,528 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,543 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,557 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,571 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,586 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,598 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,612 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,625 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,640 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,655 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,668 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,684 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 16:31:02,698 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 16:31:02,713 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,728 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,744 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,758 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,773 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,788 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,803 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,819 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,833 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:02,848 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,863 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,872 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,886 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,898 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,913 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,927 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,942 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,954 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,968 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:02,983 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:02,998 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,013 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,028 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,041 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,056 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,071 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,086 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,099 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,114 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:03,128 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,144 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,156 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,171 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,186 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,199 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,212 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,227 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,240 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,254 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,266 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,280 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,295 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:03,309 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:03,324 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:03,338 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:03,353 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:03,366 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:03,379 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 16:31:03,393 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,406 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,419 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,433 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,448 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,463 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,479 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,492 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,504 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,520 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:03,535 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,548 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,563 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,575 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,591 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,604 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,620 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,635 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,649 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:03,658 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,673 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,689 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,701 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,715 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,730 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,744 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,757 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,771 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,786 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:03,801 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 16:31:03,815 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 16:31:03,830 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:03,846 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:03,861 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 16:31:03,874 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 16:31:03,889 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 16:31:03,903 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 16:31:03,917 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:03,930 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,944 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,959 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,973 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,980 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:03,996 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:04,010 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:04,023 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,034 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:04,049 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,063 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 16:31:04,078 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,090 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,103 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,118 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,128 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,144 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,156 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,171 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,185 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,200 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,214 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,225 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,238 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,253 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,267 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,282 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,296 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,309 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,319 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,330 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,342 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,354 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,369 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,381 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,396 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,411 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,426 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:04,439 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,454 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,469 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,483 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,498 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,512 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,526 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,540 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,556 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,568 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:04,580 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,595 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,607 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,622 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,635 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,649 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,664 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,681 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,697 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,710 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,725 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,739 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,754 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,769 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,782 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 16:31:04,794 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 16:31:04,809 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 16:31:04,824 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 16:31:04,839 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 16:31:04,853 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,869 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,883 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 16:31:04,897 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,912 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 16:31:04,924 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 16:31:04,939 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,948 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,961 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,975 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:04,986 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,001 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:05,015 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:31:05,031 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,046 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,061 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,075 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,090 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,102 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,117 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,130 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,144 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,159 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,172 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,186 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,199 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,213 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,228 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,243 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,257 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,272 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,285 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,297 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,311 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,324 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,337 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,352 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,367 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,382 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,394 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,407 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,421 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:05,436 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:05,451 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:05,464 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:05,476 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:31:05,491 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,506 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,521 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,536 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,551 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,566 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,580 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,595 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,610 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:31:05,625 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,640 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,655 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,668 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:31:05,683 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,697 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,712 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,724 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:31:05,738 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,753 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,768 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,781 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,795 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,809 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,823 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,837 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,852 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,867 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,880 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.654
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2023-07-25 16:31:05,909 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 16:31:05,937 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 16:31:05,958 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,973 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:05,987 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,000 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,015 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:06,030 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:06,044 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,057 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,072 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,086 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,100 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,117 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,131 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,147 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:31:06,162 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,174 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,189 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,203 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,218 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,230 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,243 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,257 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:31:06,272 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 16:31:06,313 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 16:31:06,342 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:06,355 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:06,370 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 16:31:06,400 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 16:31:06,485 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 16:31:06,512 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 16:31:06,525 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 16:31:06,537 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 16:31:06,564 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 16:31:06,593 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 16:31:06,607 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:06,617 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:06,630 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:06,645 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-25 16:31:06,771 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:06,786 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 16:31:06,799 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.920, mIoU: 0.658
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2023-07-25 16:31:06,900 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.919, mIoU: 0.657
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2023-07-25 16:31:06,926 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:06,940 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 16:31:07,201 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:31:07,214 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-25 16:31:07,341 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.918, mIoU: 0.655
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2023-07-25 16:31:07,451 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,466 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,481 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,493 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,508 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,524 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,539 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,551 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,566 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,582 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,593 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,608 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,623 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,638 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,651 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,664 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,679 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,693 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,708 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 16:31:07,721 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,736 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,748 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 16:31:07,761 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:07,775 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:07,789 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:07,803 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 16:31:07,817 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,833 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,845 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,860 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,873 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,887 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,901 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 16:31:07,914 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,926 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,941 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,956 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,971 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,984 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:07,997 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:08,012 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:08,027 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,040 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,053 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,069 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,084 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,099 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,113 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,127 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,143 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,155 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,169 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,184 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,196 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,211 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,226 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,240 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,254 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,269 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,283 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,297 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,311 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,325 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,340 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,355 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,370 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,385 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,400 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,412 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,425 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,440 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,455 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,468 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,483 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,498 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,512 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,527 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,541 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,556 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,570 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,583 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,596 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,608 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,621 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,634 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,648 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,662 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,675 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-25 16:31:08,687 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,702 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,713 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,726 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,741 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,756 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,771 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,786 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,799 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,814 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:08,829 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:08,842 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:08,858 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:08,874 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:08,890 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,903 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,918 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,933 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,948 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,962 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,975 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 16:31:08,989 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 16:31:09,003 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,018 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,032 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,044 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,060 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,075 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,090 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,104 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,118 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,132 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,147 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,157 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,172 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,185 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,198 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,215 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,230 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,244 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,257 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,270 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,284 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 16:31:09,299 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,313 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,328 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,343 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 16:31:09,386 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,399 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 16:31:09,428 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,441 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,455 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,467 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 16:31:09,482 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 16:31:09,550 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.918, mIoU: 0.653
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2023-07-25 16:31:09,578 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 16:31:09,592 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 16:31:09,605 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 16:31:09,633 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 16:31:09,648 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 16:31:09,676 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 16:31:09,739 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 16:31:09,790 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 16:31:09,874 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.917, mIoU: 0.652
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2023-07-25 16:31:09,903 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 16:31:09,987 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,003 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:10,017 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:10,032 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.917, mIoU: 0.651
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2023-07-25 16:31:10,120 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:10,135 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:31:10,149 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:31:10,164 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-25 16:31:10,193 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,206 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,220 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,233 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,247 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,262 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,276 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,291 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,303 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,318 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,332 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,347 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,361 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,375 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,390 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,405 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,418 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,433 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,446 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,461 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,476 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,491 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,506 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,520 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,534 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,544 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,559 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,572 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,586 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,601 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,615 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,629 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,641 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,650 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,666 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,680 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,695 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,707 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,722 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,736 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,748 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,763 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,777 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,790 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,804 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,816 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:31:10,830 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,845 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,859 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,873 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,887 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,902 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,917 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,932 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,945 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,959 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,974 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:10,990 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:31:27,434 semantic_segmentation INFO: Iters: 63210/150000 || Lr: 0.012223 || Task Loss: 0.5078 || KD Loss: 0.1017|| 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, 5:45:11 || Estimated Time: 1 day, 16:51:08
2023-07-25 16:31:43,863 semantic_segmentation INFO: Iters: 63220/150000 || Lr: 0.012222 || Task Loss: 0.4744 || KD Loss: 0.0952|| 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, 5:45:28 || Estimated Time: 1 day, 16:50:50
2023-07-25 16:32:00,294 semantic_segmentation INFO: Iters: 63230/150000 || Lr: 0.012220 || Task Loss: 0.5507 || KD Loss: 0.0953|| 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, 5:45:44 || Estimated Time: 1 day, 16:50:33
2023-07-25 16:32:16,893 semantic_segmentation INFO: Iters: 63240/150000 || Lr: 0.012219 || Task Loss: 0.3113 || KD Loss: 0.0576|| 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, 5:46:01 || Estimated Time: 1 day, 16:50:15
2023-07-25 16:32:33,489 semantic_segmentation INFO: Iters: 63250/150000 || Lr: 0.012218 || Task Loss: 0.4780 || KD Loss: 0.1281|| 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, 5:46:17 || Estimated Time: 1 day, 16:49:58
2023-07-25 16:32:50,053 semantic_segmentation INFO: Iters: 63260/150000 || Lr: 0.012217 || Task Loss: 0.3209 || 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: 1 day, 5:46:34 || Estimated Time: 1 day, 16:49:40
2023-07-25 16:33:06,614 semantic_segmentation INFO: Iters: 63270/150000 || Lr: 0.012215 || Task Loss: 0.5968 || KD Loss: 0.1371|| 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, 5:46:51 || Estimated Time: 1 day, 16:49:23
2023-07-25 16:33:23,460 semantic_segmentation INFO: Iters: 63280/150000 || Lr: 0.012214 || Task Loss: 0.6403 || KD Loss: 0.2450|| 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, 5:47:07 || Estimated Time: 1 day, 16:49:06
2023-07-25 16:33:40,069 semantic_segmentation INFO: Iters: 63290/150000 || Lr: 0.012213 || Task Loss: 0.3810 || KD Loss: 0.0946|| 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, 5:47:24 || Estimated Time: 1 day, 16:48:48
2023-07-25 16:33:56,503 semantic_segmentation INFO: Iters: 63300/150000 || Lr: 0.012212 || Task Loss: 0.3115 || KD Loss: 0.0738|| 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, 5:47:40 || Estimated Time: 1 day, 16:48:31
2023-07-25 16:34:13,059 semantic_segmentation INFO: Iters: 63310/150000 || Lr: 0.012210 || Task Loss: 0.4104 || KD Loss: 0.0782|| 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: 1 day, 5:47:57 || Estimated Time: 1 day, 16:48:13
2023-07-25 16:34:29,621 semantic_segmentation INFO: Iters: 63320/150000 || Lr: 0.012209 || Task Loss: 0.3754 || KD Loss: 0.0654|| 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, 5:48:14 || Estimated Time: 1 day, 16:47:56
2023-07-25 16:34:46,000 semantic_segmentation INFO: Iters: 63330/150000 || Lr: 0.012208 || Task Loss: 0.3176 || KD Loss: 0.0662|| 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, 5:48:30 || Estimated Time: 1 day, 16:47:38
2023-07-25 16:35:02,550 semantic_segmentation INFO: Iters: 63340/150000 || Lr: 0.012206 || Task Loss: 0.4222 || KD Loss: 0.0565|| 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, 5:48:47 || Estimated Time: 1 day, 16:47:21
2023-07-25 16:35:19,184 semantic_segmentation INFO: Iters: 63350/150000 || Lr: 0.012205 || Task Loss: 0.5397 || KD Loss: 0.1035|| 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, 5:49:03 || Estimated Time: 1 day, 16:47:03
2023-07-25 16:35:35,690 semantic_segmentation INFO: Iters: 63360/150000 || Lr: 0.012204 || Task Loss: 0.4590 || KD Loss: 0.0884|| 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, 5:49:20 || Estimated Time: 1 day, 16:46:46
2023-07-25 16:35:52,243 semantic_segmentation INFO: Iters: 63370/150000 || Lr: 0.012203 || Task Loss: 0.5199 || KD Loss: 0.1121|| 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, 5:49:36 || Estimated Time: 1 day, 16:46:28
2023-07-25 16:36:08,831 semantic_segmentation INFO: Iters: 63380/150000 || Lr: 0.012201 || Task Loss: 0.3388 || KD Loss: 0.0632|| 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, 5:49:53 || Estimated Time: 1 day, 16:46:11
2023-07-25 16:36:25,308 semantic_segmentation INFO: Iters: 63390/150000 || Lr: 0.012200 || Task Loss: 0.5361 || KD Loss: 0.0922|| 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, 5:50:09 || Estimated Time: 1 day, 16:45:53
2023-07-25 16:36:41,713 semantic_segmentation INFO: Iters: 63400/150000 || Lr: 0.012199 || Task Loss: 0.3804 || KD Loss: 0.0694|| 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, 5:50:26 || Estimated Time: 1 day, 16:45:36
2023-07-25 16:36:58,191 semantic_segmentation INFO: Iters: 63410/150000 || Lr: 0.012198 || Task Loss: 0.3135 || KD Loss: 0.0664|| 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, 5:50:42 || Estimated Time: 1 day, 16:45:18
2023-07-25 16:37:14,663 semantic_segmentation INFO: Iters: 63420/150000 || Lr: 0.012196 || Task Loss: 0.2657 || KD Loss: 0.0424|| 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, 5:50:59 || Estimated Time: 1 day, 16:45:00
2023-07-25 16:37:31,221 semantic_segmentation INFO: Iters: 63430/150000 || Lr: 0.012195 || Task Loss: 0.5912 || KD Loss: 0.1849|| 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, 5:51:15 || Estimated Time: 1 day, 16:44:43
2023-07-25 16:37:47,651 semantic_segmentation INFO: Iters: 63440/150000 || Lr: 0.012194 || Task Loss: 0.4601 || KD Loss: 0.1202|| 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: 1 day, 5:51:32 || Estimated Time: 1 day, 16:44:25
2023-07-25 16:38:04,046 semantic_segmentation INFO: Iters: 63450/150000 || Lr: 0.012192 || Task Loss: 0.5321 || KD Loss: 0.1131|| 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: 1 day, 5:51:48 || Estimated Time: 1 day, 16:44:08
2023-07-25 16:38:20,407 semantic_segmentation INFO: Iters: 63460/150000 || Lr: 0.012191 || Task Loss: 0.3681 || KD Loss: 0.0741|| 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, 5:52:04 || Estimated Time: 1 day, 16:43:50
2023-07-25 16:38:36,810 semantic_segmentation INFO: Iters: 63470/150000 || Lr: 0.012190 || Task Loss: 0.4267 || KD Loss: 0.1526|| 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, 5:52:21 || Estimated Time: 1 day, 16:43:32
2023-07-25 16:38:53,385 semantic_segmentation INFO: Iters: 63480/150000 || Lr: 0.012189 || Task Loss: 0.4268 || KD Loss: 0.0767|| 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, 5:52:37 || Estimated Time: 1 day, 16:43:15
2023-07-25 16:39:09,726 semantic_segmentation INFO: Iters: 63490/150000 || Lr: 0.012187 || Task Loss: 0.3975 || KD Loss: 0.0993|| 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, 5:52:54 || Estimated Time: 1 day, 16:42:57
2023-07-25 16:39:26,162 semantic_segmentation INFO: Iters: 63500/150000 || Lr: 0.012186 || Task Loss: 0.3616 || KD Loss: 0.0973|| 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, 5:53:10 || Estimated Time: 1 day, 16:42:39
2023-07-25 16:39:42,720 semantic_segmentation INFO: Iters: 63510/150000 || Lr: 0.012185 || Task Loss: 0.4244 || KD Loss: 0.0481|| 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, 5:53:27 || Estimated Time: 1 day, 16:42:22
2023-07-25 16:39:59,336 semantic_segmentation INFO: Iters: 63520/150000 || Lr: 0.012184 || Task Loss: 0.4544 || KD Loss: 0.0876|| 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, 5:53:43 || Estimated Time: 1 day, 16:42:04
2023-07-25 16:40:15,711 semantic_segmentation INFO: Iters: 63530/150000 || Lr: 0.012182 || Task Loss: 0.3162 || KD Loss: 0.0594|| 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, 5:54:00 || Estimated Time: 1 day, 16:41:47
2023-07-25 16:40:32,102 semantic_segmentation INFO: Iters: 63540/150000 || Lr: 0.012181 || Task Loss: 0.4841 || KD Loss: 0.1192|| 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, 5:54:16 || Estimated Time: 1 day, 16:41:29
2023-07-25 16:40:48,562 semantic_segmentation INFO: Iters: 63550/150000 || Lr: 0.012180 || Task Loss: 0.3973 || KD Loss: 0.1100|| 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, 5:54:33 || Estimated Time: 1 day, 16:41:11
2023-07-25 16:41:05,093 semantic_segmentation INFO: Iters: 63560/150000 || Lr: 0.012179 || Task Loss: 0.4423 || KD Loss: 0.1095|| 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, 5:54:49 || Estimated Time: 1 day, 16:40:54
2023-07-25 16:41:21,551 semantic_segmentation INFO: Iters: 63570/150000 || Lr: 0.012177 || Task Loss: 0.5053 || KD Loss: 0.0757|| 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, 5:55:06 || Estimated Time: 1 day, 16:40:36
2023-07-25 16:41:41,399 semantic_segmentation INFO: Iters: 63580/150000 || Lr: 0.012176 || Task Loss: 0.4249 || KD Loss: 0.0794|| 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, 5:55:25 || Estimated Time: 1 day, 16:40:23
2023-07-25 16:41:57,915 semantic_segmentation INFO: Iters: 63590/150000 || Lr: 0.012175 || Task Loss: 0.2994 || KD Loss: 0.0672|| 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, 5:55:42 || Estimated Time: 1 day, 16:40:06
2023-07-25 16:42:14,290 semantic_segmentation INFO: Iters: 63600/150000 || Lr: 0.012173 || Task Loss: 0.3496 || KD Loss: 0.0935|| 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, 5:55:58 || Estimated Time: 1 day, 16:39:48
2023-07-25 16:42:30,683 semantic_segmentation INFO: Iters: 63610/150000 || Lr: 0.012172 || Task Loss: 0.4382 || KD Loss: 0.0971|| 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, 5:56:15 || Estimated Time: 1 day, 16:39:30
2023-07-25 16:42:47,044 semantic_segmentation INFO: Iters: 63620/150000 || Lr: 0.012171 || Task Loss: 0.3650 || KD Loss: 0.0634|| 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, 5:56:31 || Estimated Time: 1 day, 16:39:13
2023-07-25 16:43:03,463 semantic_segmentation INFO: Iters: 63630/150000 || Lr: 0.012170 || Task Loss: 0.3892 || KD Loss: 0.1171|| 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, 5:56:47 || Estimated Time: 1 day, 16:38:55
2023-07-25 16:43:20,040 semantic_segmentation INFO: Iters: 63640/150000 || Lr: 0.012168 || Task Loss: 0.3130 || KD Loss: 0.0596|| 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, 5:57:04 || Estimated Time: 1 day, 16:38:38
2023-07-25 16:43:36,538 semantic_segmentation INFO: Iters: 63650/150000 || Lr: 0.012167 || Task Loss: 0.3602 || KD Loss: 0.1079|| 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, 5:57:21 || Estimated Time: 1 day, 16:38:20
2023-07-25 16:43:53,005 semantic_segmentation INFO: Iters: 63660/150000 || Lr: 0.012166 || Task Loss: 0.5262 || KD Loss: 0.1207|| 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, 5:57:37 || Estimated Time: 1 day, 16:38:02
2023-07-25 16:44:09,504 semantic_segmentation INFO: Iters: 63670/150000 || Lr: 0.012165 || Task Loss: 0.4375 || KD Loss: 0.0531|| 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, 5:57:53 || Estimated Time: 1 day, 16:37:45
2023-07-25 16:44:25,956 semantic_segmentation INFO: Iters: 63680/150000 || Lr: 0.012163 || Task Loss: 0.3559 || KD Loss: 0.0749|| 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, 5:58:10 || Estimated Time: 1 day, 16:37:27
2023-07-25 16:44:42,552 semantic_segmentation INFO: Iters: 63690/150000 || Lr: 0.012162 || Task Loss: 0.3103 || KD Loss: 0.0488|| 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, 5:58:27 || Estimated Time: 1 day, 16:37:10
2023-07-25 16:44:59,178 semantic_segmentation INFO: Iters: 63700/150000 || Lr: 0.012161 || Task Loss: 0.3006 || KD Loss: 0.0608|| 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, 5:58:43 || Estimated Time: 1 day, 16:36:53
2023-07-25 16:45:15,742 semantic_segmentation INFO: Iters: 63710/150000 || Lr: 0.012160 || Task Loss: 0.4226 || KD Loss: 0.0823|| 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, 5:59:00 || Estimated Time: 1 day, 16:36:35
2023-07-25 16:45:32,301 semantic_segmentation INFO: Iters: 63720/150000 || Lr: 0.012158 || Task Loss: 0.5707 || KD Loss: 0.1129|| 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: 1 day, 5:59:16 || Estimated Time: 1 day, 16:36:18
2023-07-25 16:45:48,815 semantic_segmentation INFO: Iters: 63730/150000 || Lr: 0.012157 || Task Loss: 0.3819 || KD Loss: 0.0779|| 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, 5:59:33 || Estimated Time: 1 day, 16:36:00
2023-07-25 16:46:05,357 semantic_segmentation INFO: Iters: 63740/150000 || Lr: 0.012156 || Task Loss: 0.5706 || KD Loss: 0.1895|| 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, 5:59:49 || Estimated Time: 1 day, 16:35:43
2023-07-25 16:46:21,972 semantic_segmentation INFO: Iters: 63750/150000 || Lr: 0.012154 || Task Loss: 0.3237 || KD Loss: 0.0667|| 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, 6:00:06 || Estimated Time: 1 day, 16:35:25
2023-07-25 16:46:38,569 semantic_segmentation INFO: Iters: 63760/150000 || Lr: 0.012153 || Task Loss: 0.4517 || KD Loss: 0.0923|| 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, 6:00:23 || Estimated Time: 1 day, 16:35:08
2023-07-25 16:46:55,147 semantic_segmentation INFO: Iters: 63770/150000 || Lr: 0.012152 || Task Loss: 0.3709 || KD Loss: 0.0540|| 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, 6:00:39 || Estimated Time: 1 day, 16:34:50
2023-07-25 16:47:11,690 semantic_segmentation INFO: Iters: 63780/150000 || Lr: 0.012151 || Task Loss: 0.5038 || KD Loss: 0.1485|| 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: 1 day, 6:00:56 || Estimated Time: 1 day, 16:34:33
2023-07-25 16:47:28,276 semantic_segmentation INFO: Iters: 63790/150000 || Lr: 0.012149 || Task Loss: 0.5811 || KD Loss: 0.1508|| 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, 6:01:12 || Estimated Time: 1 day, 16:34:15
2023-07-25 16:47:44,858 semantic_segmentation INFO: Iters: 63800/150000 || Lr: 0.012148 || Task Loss: 0.3793 || KD Loss: 0.0846|| 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, 6:01:29 || Estimated Time: 1 day, 16:33:58
2023-07-25 16:48:01,437 semantic_segmentation INFO: Iters: 63810/150000 || Lr: 0.012147 || Task Loss: 0.6063 || KD Loss: 0.1549|| 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, 6:01:45 || Estimated Time: 1 day, 16:33:41
2023-07-25 16:48:17,976 semantic_segmentation INFO: Iters: 63820/150000 || Lr: 0.012146 || Task Loss: 0.3754 || KD Loss: 0.1080|| 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, 6:02:02 || Estimated Time: 1 day, 16:33:23
2023-07-25 16:48:34,514 semantic_segmentation INFO: Iters: 63830/150000 || Lr: 0.012144 || Task Loss: 0.4833 || KD Loss: 0.0736|| 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, 6:02:18 || Estimated Time: 1 day, 16:33:06
2023-07-25 16:48:51,170 semantic_segmentation INFO: Iters: 63840/150000 || Lr: 0.012143 || Task Loss: 0.4176 || KD Loss: 0.0734|| 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, 6:02:35 || Estimated Time: 1 day, 16:32:48
2023-07-25 16:49:07,696 semantic_segmentation INFO: Iters: 63850/150000 || Lr: 0.012142 || Task Loss: 0.4087 || KD Loss: 0.1219|| 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, 6:02:52 || Estimated Time: 1 day, 16:32:31
2023-07-25 16:49:24,400 semantic_segmentation INFO: Iters: 63860/150000 || Lr: 0.012141 || Task Loss: 0.5099 || KD Loss: 0.1063|| 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, 6:03:08 || Estimated Time: 1 day, 16:32:14
2023-07-25 16:49:40,981 semantic_segmentation INFO: Iters: 63870/150000 || Lr: 0.012139 || Task Loss: 0.3433 || KD Loss: 0.1022|| 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, 6:03:25 || Estimated Time: 1 day, 16:31:56
2023-07-25 16:49:57,361 semantic_segmentation INFO: Iters: 63880/150000 || Lr: 0.012138 || Task Loss: 0.3799 || KD Loss: 0.0775|| 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, 6:03:41 || Estimated Time: 1 day, 16:31:38
2023-07-25 16:50:13,748 semantic_segmentation INFO: Iters: 63890/150000 || Lr: 0.012137 || Task Loss: 0.3636 || KD Loss: 0.1064|| 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, 6:03:58 || Estimated Time: 1 day, 16:31:21
2023-07-25 16:50:30,091 semantic_segmentation INFO: Iters: 63900/150000 || Lr: 0.012135 || Task Loss: 0.4234 || KD Loss: 0.0989|| 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, 6:04:14 || Estimated Time: 1 day, 16:31:03
2023-07-25 16:50:46,717 semantic_segmentation INFO: Iters: 63910/150000 || Lr: 0.012134 || Task Loss: 0.3838 || KD Loss: 0.0781|| 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, 6:04:31 || Estimated Time: 1 day, 16:30:46
2023-07-25 16:51:03,225 semantic_segmentation INFO: Iters: 63920/150000 || Lr: 0.012133 || Task Loss: 0.5769 || KD Loss: 0.1484|| 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, 6:04:47 || Estimated Time: 1 day, 16:30:28
2023-07-25 16:51:19,702 semantic_segmentation INFO: Iters: 63930/150000 || Lr: 0.012132 || Task Loss: 0.4686 || KD Loss: 0.0886|| 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, 6:05:04 || Estimated Time: 1 day, 16:30:10
2023-07-25 16:51:36,186 semantic_segmentation INFO: Iters: 63940/150000 || Lr: 0.012130 || Task Loss: 0.3546 || KD Loss: 0.0590|| 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, 6:05:20 || Estimated Time: 1 day, 16:29:53
2023-07-25 16:51:52,771 semantic_segmentation INFO: Iters: 63950/150000 || Lr: 0.012129 || Task Loss: 0.4760 || KD Loss: 0.0877|| 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, 6:05:37 || Estimated Time: 1 day, 16:29:36
2023-07-25 16:52:09,245 semantic_segmentation INFO: Iters: 63960/150000 || Lr: 0.012128 || Task Loss: 0.3479 || KD Loss: 0.0575|| 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, 6:05:53 || Estimated Time: 1 day, 16:29:18
2023-07-25 16:52:25,679 semantic_segmentation INFO: Iters: 63970/150000 || Lr: 0.012127 || Task Loss: 0.3225 || KD Loss: 0.0618|| 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, 6:06:10 || Estimated Time: 1 day, 16:29:00
2023-07-25 16:52:42,294 semantic_segmentation INFO: Iters: 63980/150000 || Lr: 0.012125 || Task Loss: 0.3578 || KD Loss: 0.0541|| 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, 6:06:26 || Estimated Time: 1 day, 16:28:43
2023-07-25 16:52:58,820 semantic_segmentation INFO: Iters: 63990/150000 || Lr: 0.012124 || Task Loss: 0.4643 || KD Loss: 0.0755|| 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, 6:06:43 || Estimated Time: 1 day, 16:28:25
2023-07-25 16:53:15,406 semantic_segmentation INFO: Iters: 64000/150000 || Lr: 0.012123 || Task Loss: 0.3953 || KD Loss: 0.0933|| 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, 6:06:59 || Estimated Time: 1 day, 16:28:08
2023-07-25 16:53:15,528 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 16:53:15,982 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-25 16:53:15,995 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.133
2023-07-25 16:53:16,008 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.170
2023-07-25 16:53:16,021 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.170
2023-07-25 16:53:16,034 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.236
2023-07-25 16:53:16,046 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.282
2023-07-25 16:53:16,060 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.329
2023-07-25 16:53:16,073 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.337
2023-07-25 16:53:16,085 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.363
2023-07-25 16:53:16,099 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.401
2023-07-25 16:53:16,113 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.448
2023-07-25 16:53:16,127 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.493
2023-07-25 16:53:16,139 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.458
2023-07-25 16:53:16,152 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.917, mIoU: 0.436
2023-07-25 16:53:16,166 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.920, mIoU: 0.433
2023-07-25 16:53:16,178 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.431
2023-07-25 16:53:16,189 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.414
2023-07-25 16:53:16,201 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.408
2023-07-25 16:53:16,214 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.905, mIoU: 0.397
2023-07-25 16:53:16,229 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.906, mIoU: 0.440
2023-07-25 16:53:16,243 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.440
2023-07-25 16:53:16,257 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.448
2023-07-25 16:53:16,271 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-25 16:53:16,286 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.913, mIoU: 0.492
2023-07-25 16:53:16,302 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.494
2023-07-25 16:53:16,316 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.500
2023-07-25 16:53:16,330 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-25 16:53:16,342 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-25 16:53:16,357 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.912, mIoU: 0.492
2023-07-25 16:53:16,371 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.493
2023-07-25 16:53:16,385 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.493
2023-07-25 16:53:16,400 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.919, mIoU: 0.492
2023-07-25 16:53:16,416 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.504
2023-07-25 16:53:16,430 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.502
2023-07-25 16:53:16,444 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.911, mIoU: 0.530
2023-07-25 16:53:16,459 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.531
2023-07-25 16:53:16,472 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.533
2023-07-25 16:53:16,484 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.550
2023-07-25 16:53:16,501 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.540
2023-07-25 16:53:16,514 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.538
2023-07-25 16:53:16,528 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.564
2023-07-25 16:53:16,543 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.564
2023-07-25 16:53:16,558 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.557
2023-07-25 16:53:16,572 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.914, mIoU: 0.557
2023-07-25 16:53:16,588 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.914, mIoU: 0.561
2023-07-25 16:53:16,604 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.564
2023-07-25 16:53:16,617 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-25 16:53:16,630 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-25 16:53:16,645 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.919, mIoU: 0.572
2023-07-25 16:53:16,661 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-25 16:53:16,678 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-25 16:53:16,694 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-25 16:53:16,706 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-25 16:53:16,721 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.564
2023-07-25 16:53:16,736 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.569
2023-07-25 16:53:16,749 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-25 16:53:16,763 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.559
2023-07-25 16:53:16,780 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.559
2023-07-25 16:53:16,793 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.560
2023-07-25 16:53:16,807 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.917, mIoU: 0.588
2023-07-25 16:53:16,820 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-25 16:53:16,834 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-25 16:53:16,846 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.590
2023-07-25 16:53:16,863 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.594
2023-07-25 16:53:16,876 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.607
2023-07-25 16:53:16,890 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.607
2023-07-25 16:53:16,906 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.607
2023-07-25 16:53:16,919 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 16:53:16,934 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-25 16:53:16,949 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-25 16:53:16,965 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 16:53:16,978 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 16:53:16,993 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 16:53:17,008 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 16:53:17,022 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 16:53:17,037 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 16:53:17,052 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 16:53:17,061 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.681
2023-07-25 16:53:17,076 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 16:53:17,092 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 16:53:17,105 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.687
2023-07-25 16:53:17,119 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.688
2023-07-25 16:53:17,134 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 16:53:17,149 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 16:53:17,164 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 16:53:17,179 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 16:53:17,193 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 16:53:17,208 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.676
2023-07-25 16:53:17,222 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.688
2023-07-25 16:53:17,235 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 16:53:17,249 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 16:53:17,264 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 16:53:17,279 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 16:53:17,293 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.701
2023-07-25 16:53:17,308 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.700
2023-07-25 16:53:17,322 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.699
2023-07-25 16:53:17,335 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.700
2023-07-25 16:53:17,348 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.701
2023-07-25 16:53:17,363 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.699
2023-07-25 16:53:17,376 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.700
2023-07-25 16:53:17,391 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.700
2023-07-25 16:53:17,405 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.698
2023-07-25 16:53:17,420 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.699
2023-07-25 16:53:17,435 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.698
2023-07-25 16:53:17,450 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 16:53:17,462 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.696
2023-07-25 16:53:17,477 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.924, mIoU: 0.696
2023-07-25 16:53:17,492 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 16:53:17,505 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 16:53:17,518 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 16:53:17,530 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 16:53:17,543 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 16:53:17,557 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 16:53:17,571 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 16:53:17,586 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 16:53:17,599 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 16:53:17,611 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 16:53:17,626 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 16:53:17,638 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 16:53:17,652 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 16:53:17,667 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 16:53:17,679 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 16:53:17,692 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 16:53:17,707 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 16:53:17,721 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 16:53:17,729 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 16:53:17,741 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 16:53:17,757 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 16:53:17,765 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 16:53:17,778 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 16:53:17,793 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 16:53:17,808 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 16:53:17,821 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 16:53:17,836 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 16:53:17,849 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 16:53:17,862 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 16:53:17,878 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 16:53:17,891 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 16:53:17,907 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 16:53:17,920 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 16:53:17,935 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 16:53:17,950 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 16:53:17,965 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 16:53:17,982 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 16:53:17,998 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 16:53:18,012 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 16:53:18,028 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 16:53:18,042 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 16:53:18,052 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 16:53:18,066 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 16:53:20,868 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-25 16:53:21,006 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.918, mIoU: 0.644
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2023-07-25 16:53:21,079 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.916, mIoU: 0.638
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2023-07-25 16:53:21,108 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 16:53:21,120 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.915, mIoU: 0.635
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2023-07-25 16:53:21,205 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 16:53:21,220 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 16:53:21,424 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-25 16:53:21,457 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.915, mIoU: 0.630
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2023-07-25 16:53:21,571 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.915, mIoU: 0.629
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2023-07-25 16:53:21,769 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 16:53:21,821 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 16:53:21,895 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.915, mIoU: 0.625
2023-07-25 16:53:21,911 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.915, mIoU: 0.624
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2023-07-25 16:53:22,142 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.916, mIoU: 0.630
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2023-07-25 16:53:22,275 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 16:53:22,288 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.916, mIoU: 0.633
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2023-07-25 16:53:22,318 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.634
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2023-07-25 16:53:22,347 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.633
2023-07-25 16:53:22,360 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 16:53:22,375 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.916, mIoU: 0.632
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2023-07-25 16:53:22,681 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 16:53:22,696 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.918, mIoU: 0.639
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2023-07-25 16:53:22,734 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-25 16:53:23,663 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,677 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:23,692 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:23,704 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,717 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:23,731 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:23,745 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:23,759 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:23,772 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:23,786 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:23,801 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:23,816 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:23,829 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:23,844 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:23,859 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,872 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:23,886 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,901 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 16:53:23,930 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,943 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,958 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,972 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,988 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:23,998 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:24,012 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,027 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,040 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:24,054 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:24,067 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:24,082 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:24,097 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,112 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,124 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,137 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:24,150 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:24,165 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,180 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,195 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,209 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,224 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,236 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,251 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,266 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,279 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,293 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,308 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,322 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,337 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,352 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,364 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,378 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,393 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,406 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,421 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,435 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,446 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:24,461 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:24,475 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:24,490 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:24,504 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:24,519 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,534 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,549 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:24,564 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,579 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,594 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,608 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,623 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:24,637 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,650 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 16:53:24,664 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:53:24,679 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:53:24,694 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.916, mIoU: 0.644
2023-07-25 16:53:24,706 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,721 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,734 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,749 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,763 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 16:53:24,779 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,793 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,807 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,822 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:24,835 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:24,849 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:53:24,863 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 16:53:24,878 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:53:24,896 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 16:53:24,910 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:53:24,925 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:53:24,936 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:53:24,949 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:24,964 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:24,977 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:24,991 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,004 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,017 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,031 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,047 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 16:53:25,062 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,077 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-25 16:53:25,090 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,104 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:25,117 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,131 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,145 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,160 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,175 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,189 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,204 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,217 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,231 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,246 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,259 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,272 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,286 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:25,301 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,317 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 16:53:25,330 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,345 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,361 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 16:53:25,376 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.917, mIoU: 0.647
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2023-07-25 16:53:25,410 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:25,425 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:25,440 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.917, mIoU: 0.649
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2023-07-25 16:53:25,470 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,484 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,499 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-25 16:53:25,571 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:25,586 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 16:53:25,613 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 16:53:25,626 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.918, mIoU: 0.647
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2023-07-25 16:53:25,651 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,664 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:25,677 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,689 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,703 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:25,718 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:25,730 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:25,744 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.917, mIoU: 0.648
2023-07-25 16:53:25,756 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,768 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,783 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,797 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,812 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:25,826 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:25,841 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.918, mIoU: 0.648
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2023-07-25 16:53:25,960 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 16:53:25,985 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 16:53:26,012 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.918, mIoU: 0.650
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2023-07-25 16:53:26,068 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.918, mIoU: 0.649
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2023-07-25 16:53:26,111 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,126 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,139 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-25 16:53:26,153 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:26,166 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,180 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,194 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,208 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,223 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:26,236 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,251 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:26,266 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,279 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:26,291 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:26,306 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:26,322 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 16:53:26,337 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 16:53:26,352 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:26,364 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.919, mIoU: 0.649
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2023-07-25 16:53:26,392 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:26,405 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:26,420 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:26,436 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:26,449 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,465 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,478 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,493 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,507 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,521 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,535 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,549 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,564 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,576 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,591 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,605 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:26,618 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:26,631 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:26,645 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,659 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,675 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,688 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,701 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,713 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,728 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,740 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,754 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,768 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,783 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,796 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,811 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:26,826 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:26,842 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,858 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,871 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,883 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,897 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,910 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,923 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,936 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,951 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:26,964 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,977 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:26,992 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,007 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,022 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,038 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,050 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:27,063 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:27,078 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:27,092 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:27,107 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:53:27,122 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:53:27,134 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:27,147 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,158 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,174 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,189 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,203 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,217 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:27,228 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,241 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,256 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,271 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:27,284 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:27,299 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,312 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,327 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,340 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,355 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:27,368 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,383 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,397 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,410 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,425 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:27,440 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,454 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,469 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,483 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,497 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,512 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,526 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,541 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,557 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,570 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,583 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,596 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,612 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,626 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,642 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,657 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,668 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,682 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,698 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,713 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,726 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,741 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,755 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,768 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,782 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,797 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 16:53:27,812 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:53:27,825 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:53:27,836 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:53:27,852 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,868 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,883 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,895 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:27,910 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,925 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:27,940 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:53:27,954 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:53:27,968 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:53:27,982 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 16:53:27,995 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:53:28,010 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 16:53:28,024 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 16:53:28,036 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,052 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,065 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,079 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,094 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,108 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,122 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,137 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:28,151 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:28,165 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,180 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,195 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 16:53:28,210 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:28,225 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,235 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:28,249 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,262 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,276 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,291 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 16:53:28,307 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 16:53:28,319 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,334 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,348 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,363 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,379 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,394 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,407 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,422 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,437 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,452 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,464 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,479 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,494 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,509 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,521 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,536 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:28,552 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:28,566 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:28,580 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,594 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,607 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,621 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,634 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,648 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,663 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 16:53:28,678 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-25 16:53:28,693 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:28,708 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,723 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,736 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,749 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,764 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,777 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,791 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,806 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,821 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,835 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,851 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,865 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:28,878 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,894 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,909 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,921 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,936 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,949 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,965 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,978 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:28,995 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 16:53:29,009 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,024 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,033 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,048 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,063 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,076 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,090 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,105 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,120 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,132 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,147 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,161 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,177 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,191 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,206 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,222 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,238 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,250 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,265 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,280 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,293 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,306 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,321 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,336 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,351 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,358 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,372 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,385 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,397 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,408 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:29,423 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:29,437 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:29,452 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 16:53:29,464 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:29,477 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:29,491 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:29,502 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:29,517 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 16:53:29,529 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,544 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,559 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,575 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,590 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,602 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,614 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,629 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,644 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,659 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,673 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,686 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,696 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,707 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,720 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,731 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:29,745 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:29,758 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:29,773 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:29,788 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:29,803 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:29,817 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:29,832 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:29,847 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:29,862 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,878 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,892 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,907 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,922 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,937 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,950 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,963 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 16:53:29,978 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:29,991 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,007 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,019 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,034 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,048 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,065 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,080 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,093 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,108 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,122 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,136 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,150 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,163 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,175 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,189 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 16:53:30,203 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 16:53:30,218 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 16:53:30,233 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,248 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,263 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 16:53:30,278 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:30,292 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:30,305 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 16:53:30,320 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:30,331 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:30,344 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:30,359 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 16:53:30,371 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:30,386 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:30,401 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 16:53:30,416 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 16:53:30,431 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 16:53:30,447 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 16:53:30,462 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 16:53:30,477 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 16:53:30,489 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 16:53:30,505 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,518 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,533 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,547 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,561 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,576 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,589 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,604 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,619 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,634 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,649 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,663 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,676 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,689 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,704 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,716 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,729 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,745 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,759 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,774 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,787 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 16:53:30,800 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,815 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,830 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,845 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,859 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,872 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,886 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,902 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,916 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,931 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 16:53:30,946 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,960 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,974 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:30,989 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:31,004 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 16:53:31,019 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,033 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,047 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,060 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,075 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,089 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,104 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:31,116 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 16:53:31,131 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 16:53:31,145 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,161 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,173 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,187 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,202 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,216 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 16:53:31,230 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,246 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 16:53:31,261 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,274 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,289 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,306 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,319 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,334 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,347 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,357 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,373 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,389 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,402 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,417 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,433 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,445 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 16:53:31,457 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 16:53:31,471 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,485 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,499 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,515 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,529 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,545 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 16:53:31,558 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 16:53:31,570 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 16:53:31,585 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,601 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,614 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,626 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,638 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,653 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,667 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,682 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,696 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:31,708 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,723 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,736 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,748 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,763 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,778 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,792 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,806 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,819 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,833 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 16:53:31,847 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,862 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,877 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,890 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,905 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,917 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:31,930 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,942 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,957 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,972 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:31,986 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,000 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,010 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,023 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,039 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,054 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,067 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,082 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,098 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,112 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,126 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,140 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,155 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,167 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,182 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,195 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,207 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,222 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,237 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,251 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,266 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-25 16:53:32,278 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,293 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,307 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,319 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,333 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,347 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,362 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,377 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,388 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,401 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,415 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,429 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,442 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,455 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,469 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,485 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 16:53:32,499 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,509 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,523 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,538 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,553 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,567 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,580 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,595 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,611 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:32,624 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,638 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,653 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,667 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,683 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,698 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,713 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,727 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,742 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,755 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,769 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,784 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,799 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,817 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,831 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,842 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,857 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,873 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,887 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,899 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,914 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:32,930 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:32,945 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:32,955 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:32,970 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:32,984 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:32,995 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:33,009 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,024 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,038 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,050 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,063 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,077 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:33,091 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:33,106 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:33,118 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:33,134 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,147 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,160 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:33,174 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 16:53:33,189 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,204 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:33,219 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,234 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,247 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,262 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,276 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,291 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,305 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:33,318 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,330 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,345 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,360 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,375 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,387 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,400 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,414 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:33,428 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,440 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,453 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,467 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,481 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,495 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,509 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,523 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,538 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,550 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,564 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,578 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,591 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,606 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:53:33,621 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,636 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:53:33,650 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:53:33,664 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 16:53:33,677 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 16:53:33,692 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 16:53:33,706 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 16:53:33,721 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 16:53:33,736 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:53:33,751 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-25 16:53:33,765 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,781 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,796 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,810 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,823 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,838 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,854 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,869 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,884 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,900 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,914 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,928 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,942 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,957 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,971 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,983 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:33,996 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:34,008 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:34,020 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:34,032 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:34,047 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:34,061 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,073 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,085 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,099 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,110 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,123 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,138 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,154 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,168 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,183 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,196 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,210 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,224 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,237 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,252 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,267 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,282 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,295 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,310 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,325 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,339 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,354 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,367 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,382 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,397 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,411 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,426 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,438 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,452 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,467 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,481 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,496 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,510 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,525 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,540 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,549 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,563 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,576 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,588 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.915, mIoU: 0.642
2023-07-25 16:53:34,604 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,620 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,635 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,647 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,659 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,672 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,686 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:34,700 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,715 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,730 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,743 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,758 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,773 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,786 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,801 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,816 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,829 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,843 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,855 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,870 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,885 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,899 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,914 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,926 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,939 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:34,952 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:34,965 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,979 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:34,991 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,003 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,017 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,031 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,045 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,057 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,070 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,086 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,101 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,115 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,130 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,137 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,153 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,165 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,178 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,192 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,206 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,220 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,235 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,250 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,264 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,279 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,291 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,306 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,321 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,336 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,352 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,367 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,383 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,396 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,410 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,425 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,440 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,453 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,466 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,481 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,496 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,510 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 16:53:35,525 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,540 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,555 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,570 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,582 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,596 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,609 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,624 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,640 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,655 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,669 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,681 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,696 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,710 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,725 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,739 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,753 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,768 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,782 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,794 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,809 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,821 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,836 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,850 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,865 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:35,879 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,894 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,907 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,917 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,931 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,944 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:35,959 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,974 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:35,989 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,004 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,015 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,025 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,042 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,057 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,073 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,086 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,101 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,116 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:36,130 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,145 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,159 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:36,172 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:36,186 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,198 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,212 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,226 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,240 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,252 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,266 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 16:53:36,279 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:36,293 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 16:53:36,308 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:36,320 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:36,333 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:36,346 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 16:53:36,362 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 16:53:52,836 semantic_segmentation INFO: Iters: 64010/150000 || Lr: 0.012121 || Task Loss: 0.3591 || KD Loss: 0.0524|| 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, 6:07:37 || Estimated Time: 1 day, 16:28:19
2023-07-25 16:54:09,333 semantic_segmentation INFO: Iters: 64020/150000 || Lr: 0.012120 || Task Loss: 0.5302 || KD Loss: 0.1455|| 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, 6:07:53 || Estimated Time: 1 day, 16:28:01
2023-07-25 16:54:25,968 semantic_segmentation INFO: Iters: 64030/150000 || Lr: 0.012119 || Task Loss: 0.3503 || KD Loss: 0.0808|| 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, 6:08:10 || Estimated Time: 1 day, 16:27:44
2023-07-25 16:54:42,556 semantic_segmentation INFO: Iters: 64040/150000 || Lr: 0.012118 || Task Loss: 0.5585 || KD Loss: 0.1678|| 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, 6:08:27 || Estimated Time: 1 day, 16:27:26
2023-07-25 16:54:59,022 semantic_segmentation INFO: Iters: 64050/150000 || Lr: 0.012116 || Task Loss: 0.4952 || KD Loss: 0.1497|| 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, 6:08:43 || Estimated Time: 1 day, 16:27:09
2023-07-25 16:55:15,627 semantic_segmentation INFO: Iters: 64060/150000 || Lr: 0.012115 || Task Loss: 0.5438 || KD Loss: 0.1077|| 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, 6:09:00 || Estimated Time: 1 day, 16:26:51
2023-07-25 16:55:32,197 semantic_segmentation INFO: Iters: 64070/150000 || Lr: 0.012114 || Task Loss: 0.4761 || KD Loss: 0.0646|| 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: 1 day, 6:09:16 || Estimated Time: 1 day, 16:26:34
2023-07-25 16:55:48,796 semantic_segmentation INFO: Iters: 64080/150000 || Lr: 0.012113 || Task Loss: 0.5528 || KD Loss: 0.1573|| 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: 1 day, 6:09:33 || Estimated Time: 1 day, 16:26:16
2023-07-25 16:56:05,371 semantic_segmentation INFO: Iters: 64090/150000 || Lr: 0.012111 || Task Loss: 0.6556 || KD Loss: 0.1944|| 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, 6:09:49 || Estimated Time: 1 day, 16:25:59
2023-07-25 16:56:21,975 semantic_segmentation INFO: Iters: 64100/150000 || Lr: 0.012110 || Task Loss: 0.3247 || KD Loss: 0.0755|| 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, 6:10:06 || Estimated Time: 1 day, 16:25:42
2023-07-25 16:56:38,552 semantic_segmentation INFO: Iters: 64110/150000 || Lr: 0.012109 || Task Loss: 0.3211 || KD Loss: 0.0957|| 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, 6:10:23 || Estimated Time: 1 day, 16:25:24
2023-07-25 16:56:55,148 semantic_segmentation INFO: Iters: 64120/150000 || Lr: 0.012108 || Task Loss: 0.3343 || KD Loss: 0.0692|| 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, 6:10:39 || Estimated Time: 1 day, 16:25:07
2023-07-25 16:57:11,850 semantic_segmentation INFO: Iters: 64130/150000 || Lr: 0.012106 || Task Loss: 0.4004 || KD Loss: 0.0774|| 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, 6:10:56 || Estimated Time: 1 day, 16:24:49
2023-07-25 16:57:28,407 semantic_segmentation INFO: Iters: 64140/150000 || Lr: 0.012105 || Task Loss: 0.3823 || KD Loss: 0.0687|| 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, 6:11:12 || Estimated Time: 1 day, 16:24:32
2023-07-25 16:57:45,013 semantic_segmentation INFO: Iters: 64150/150000 || Lr: 0.012104 || Task Loss: 0.4019 || KD Loss: 0.1239|| 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, 6:11:29 || Estimated Time: 1 day, 16:24:15
2023-07-25 16:58:01,657 semantic_segmentation INFO: Iters: 64160/150000 || Lr: 0.012102 || Task Loss: 0.3218 || KD Loss: 0.0648|| 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, 6:11:46 || Estimated Time: 1 day, 16:23:57
2023-07-25 16:58:18,201 semantic_segmentation INFO: Iters: 64170/150000 || Lr: 0.012101 || Task Loss: 0.3562 || KD Loss: 0.0716|| 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, 6:12:02 || Estimated Time: 1 day, 16:23:40
2023-07-25 16:58:34,748 semantic_segmentation INFO: Iters: 64180/150000 || Lr: 0.012100 || Task Loss: 0.4831 || KD Loss: 0.1186|| 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, 6:12:19 || Estimated Time: 1 day, 16:23:22
2023-07-25 16:58:51,462 semantic_segmentation INFO: Iters: 64190/150000 || Lr: 0.012099 || Task Loss: 0.4731 || KD Loss: 0.0784|| 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, 6:12:35 || Estimated Time: 1 day, 16:23:05
2023-07-25 16:59:07,963 semantic_segmentation INFO: Iters: 64200/150000 || Lr: 0.012097 || Task Loss: 0.4172 || KD Loss: 0.0698|| 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, 6:12:52 || Estimated Time: 1 day, 16:22:48
2023-07-25 16:59:24,741 semantic_segmentation INFO: Iters: 64210/150000 || Lr: 0.012096 || Task Loss: 0.4197 || KD Loss: 0.0524|| 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, 6:13:09 || Estimated Time: 1 day, 16:22:30
2023-07-25 16:59:41,295 semantic_segmentation INFO: Iters: 64220/150000 || Lr: 0.012095 || Task Loss: 0.5043 || KD Loss: 0.1033|| 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, 6:13:25 || Estimated Time: 1 day, 16:22:13
2023-07-25 16:59:58,082 semantic_segmentation INFO: Iters: 64230/150000 || Lr: 0.012094 || Task Loss: 0.3621 || KD Loss: 0.0671|| 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, 6:13:42 || Estimated Time: 1 day, 16:21:56
2023-07-25 17:00:14,611 semantic_segmentation INFO: Iters: 64240/150000 || Lr: 0.012092 || Task Loss: 0.3641 || KD Loss: 0.0609|| 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, 6:13:59 || Estimated Time: 1 day, 16:21:38
2023-07-25 17:00:31,003 semantic_segmentation INFO: Iters: 64250/150000 || Lr: 0.012091 || Task Loss: 0.3299 || KD Loss: 0.0689|| 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, 6:14:15 || Estimated Time: 1 day, 16:21:21
2023-07-25 17:00:47,595 semantic_segmentation INFO: Iters: 64260/150000 || Lr: 0.012090 || Task Loss: 0.2859 || KD Loss: 0.0503|| 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, 6:14:32 || Estimated Time: 1 day, 16:21:03
2023-07-25 17:01:04,161 semantic_segmentation INFO: Iters: 64270/150000 || Lr: 0.012088 || Task Loss: 0.4520 || KD Loss: 0.0654|| 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, 6:14:48 || Estimated Time: 1 day, 16:20:46
2023-07-25 17:01:20,781 semantic_segmentation INFO: Iters: 64280/150000 || Lr: 0.012087 || Task Loss: 0.3382 || KD Loss: 0.0525|| 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, 6:15:05 || Estimated Time: 1 day, 16:20:28
2023-07-25 17:01:37,378 semantic_segmentation INFO: Iters: 64290/150000 || Lr: 0.012086 || Task Loss: 0.3486 || KD Loss: 0.0748|| 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, 6:15:21 || Estimated Time: 1 day, 16:20:11
2023-07-25 17:01:53,980 semantic_segmentation INFO: Iters: 64300/150000 || Lr: 0.012085 || Task Loss: 0.2984 || KD Loss: 0.0583|| 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, 6:15:38 || Estimated Time: 1 day, 16:19:54
2023-07-25 17:02:10,516 semantic_segmentation INFO: Iters: 64310/150000 || Lr: 0.012083 || Task Loss: 0.4415 || KD Loss: 0.0679|| 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, 6:15:54 || Estimated Time: 1 day, 16:19:36
2023-07-25 17:02:27,167 semantic_segmentation INFO: Iters: 64320/150000 || Lr: 0.012082 || Task Loss: 0.3877 || KD Loss: 0.0685|| 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, 6:16:11 || Estimated Time: 1 day, 16:19:19
2023-07-25 17:02:43,673 semantic_segmentation INFO: Iters: 64330/150000 || Lr: 0.012081 || Task Loss: 0.3727 || KD Loss: 0.0766|| 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, 6:16:28 || Estimated Time: 1 day, 16:19:01
2023-07-25 17:03:00,066 semantic_segmentation INFO: Iters: 64340/150000 || Lr: 0.012080 || Task Loss: 0.5141 || KD Loss: 0.0938|| 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, 6:16:44 || Estimated Time: 1 day, 16:18:44
2023-07-25 17:03:16,450 semantic_segmentation INFO: Iters: 64350/150000 || Lr: 0.012078 || Task Loss: 0.3470 || KD Loss: 0.0602|| 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, 6:17:00 || Estimated Time: 1 day, 16:18:26
2023-07-25 17:03:32,802 semantic_segmentation INFO: Iters: 64360/150000 || Lr: 0.012077 || Task Loss: 0.4748 || KD Loss: 0.0891|| 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, 6:17:17 || Estimated Time: 1 day, 16:18:08
2023-07-25 17:03:49,153 semantic_segmentation INFO: Iters: 64370/150000 || Lr: 0.012076 || Task Loss: 0.4819 || KD Loss: 0.0805|| 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: 1 day, 6:17:33 || Estimated Time: 1 day, 16:17:50
2023-07-25 17:04:05,598 semantic_segmentation INFO: Iters: 64380/150000 || Lr: 0.012075 || Task Loss: 0.4910 || KD Loss: 0.1196|| 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, 6:17:50 || Estimated Time: 1 day, 16:17:33
2023-07-25 17:04:21,958 semantic_segmentation INFO: Iters: 64390/150000 || Lr: 0.012073 || Task Loss: 0.3590 || KD Loss: 0.1035|| 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, 6:18:06 || Estimated Time: 1 day, 16:17:15
2023-07-25 17:04:38,386 semantic_segmentation INFO: Iters: 64400/150000 || Lr: 0.012072 || Task Loss: 0.3691 || KD Loss: 0.0784|| 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, 6:18:22 || Estimated Time: 1 day, 16:16:58
2023-07-25 17:04:56,437 semantic_segmentation INFO: Iters: 64410/150000 || Lr: 0.012071 || Task Loss: 0.3158 || KD Loss: 0.0545|| 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, 6:18:40 || Estimated Time: 1 day, 16:16:42
2023-07-25 17:05:14,761 semantic_segmentation INFO: Iters: 64420/150000 || Lr: 0.012069 || Task Loss: 0.3039 || KD Loss: 0.0673|| 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, 6:18:59 || Estimated Time: 1 day, 16:16:27
2023-07-25 17:05:31,197 semantic_segmentation INFO: Iters: 64430/150000 || Lr: 0.012068 || Task Loss: 0.4468 || KD Loss: 0.1479|| 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, 6:19:15 || Estimated Time: 1 day, 16:16:09
2023-07-25 17:05:47,579 semantic_segmentation INFO: Iters: 64440/150000 || Lr: 0.012067 || Task Loss: 0.3179 || KD Loss: 0.0751|| 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, 6:19:32 || Estimated Time: 1 day, 16:15:52
2023-07-25 17:06:03,971 semantic_segmentation INFO: Iters: 64450/150000 || Lr: 0.012066 || Task Loss: 0.6038 || KD Loss: 0.0991|| 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, 6:19:48 || Estimated Time: 1 day, 16:15:34
2023-07-25 17:06:20,340 semantic_segmentation INFO: Iters: 64460/150000 || Lr: 0.012064 || Task Loss: 0.3876 || KD Loss: 0.0636|| 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, 6:20:04 || Estimated Time: 1 day, 16:15:16
2023-07-25 17:06:36,729 semantic_segmentation INFO: Iters: 64470/150000 || Lr: 0.012063 || Task Loss: 0.7431 || KD Loss: 0.1958|| 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, 6:20:21 || Estimated Time: 1 day, 16:14:59
2023-07-25 17:06:53,114 semantic_segmentation INFO: Iters: 64480/150000 || Lr: 0.012062 || Task Loss: 0.4393 || KD Loss: 0.0686|| 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, 6:20:37 || Estimated Time: 1 day, 16:14:41
2023-07-25 17:07:09,498 semantic_segmentation INFO: Iters: 64490/150000 || Lr: 0.012061 || Task Loss: 0.4810 || KD Loss: 0.1505|| 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, 6:20:53 || Estimated Time: 1 day, 16:14:23
2023-07-25 17:07:25,835 semantic_segmentation INFO: Iters: 64500/150000 || Lr: 0.012059 || Task Loss: 0.4394 || KD Loss: 0.1619|| 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, 6:21:10 || Estimated Time: 1 day, 16:14:06
2023-07-25 17:07:42,227 semantic_segmentation INFO: Iters: 64510/150000 || Lr: 0.012058 || Task Loss: 0.4365 || KD Loss: 0.0888|| 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, 6:21:26 || Estimated Time: 1 day, 16:13:48
2023-07-25 17:07:58,535 semantic_segmentation INFO: Iters: 64520/150000 || Lr: 0.012057 || Task Loss: 0.4459 || KD Loss: 0.0887|| 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, 6:21:43 || Estimated Time: 1 day, 16:13:30
2023-07-25 17:08:14,720 semantic_segmentation INFO: Iters: 64530/150000 || Lr: 0.012055 || Task Loss: 0.3703 || KD Loss: 0.0612|| 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, 6:21:59 || Estimated Time: 1 day, 16:13:12
2023-07-25 17:08:31,107 semantic_segmentation INFO: Iters: 64540/150000 || Lr: 0.012054 || Task Loss: 0.4242 || KD Loss: 0.0832|| 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, 6:22:15 || Estimated Time: 1 day, 16:12:54
2023-07-25 17:08:47,483 semantic_segmentation INFO: Iters: 64550/150000 || Lr: 0.012053 || Task Loss: 0.3986 || KD Loss: 0.0513|| 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, 6:22:31 || Estimated Time: 1 day, 16:12:37
2023-07-25 17:09:03,859 semantic_segmentation INFO: Iters: 64560/150000 || Lr: 0.012052 || Task Loss: 0.3637 || KD Loss: 0.0833|| 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, 6:22:48 || Estimated Time: 1 day, 16:12:19
2023-07-25 17:09:20,132 semantic_segmentation INFO: Iters: 64570/150000 || Lr: 0.012050 || Task Loss: 0.5325 || KD Loss: 0.0991|| 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, 6:23:04 || Estimated Time: 1 day, 16:12:01
2023-07-25 17:09:36,536 semantic_segmentation INFO: Iters: 64580/150000 || Lr: 0.012049 || Task Loss: 0.6058 || KD Loss: 0.1329|| 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, 6:23:21 || Estimated Time: 1 day, 16:11:44
2023-07-25 17:09:52,912 semantic_segmentation INFO: Iters: 64590/150000 || Lr: 0.012048 || Task Loss: 0.4820 || KD Loss: 0.1209|| 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, 6:23:37 || Estimated Time: 1 day, 16:11:26
2023-07-25 17:10:09,320 semantic_segmentation INFO: Iters: 64600/150000 || Lr: 0.012047 || Task Loss: 0.3491 || KD Loss: 0.0912|| 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, 6:23:53 || Estimated Time: 1 day, 16:11:08
2023-07-25 17:10:25,694 semantic_segmentation INFO: Iters: 64610/150000 || Lr: 0.012045 || Task Loss: 0.4512 || KD Loss: 0.0848|| 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, 6:24:10 || Estimated Time: 1 day, 16:10:51
2023-07-25 17:10:42,262 semantic_segmentation INFO: Iters: 64620/150000 || Lr: 0.012044 || Task Loss: 0.4783 || KD Loss: 0.0858|| 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, 6:24:26 || Estimated Time: 1 day, 16:10:33
2023-07-25 17:10:58,655 semantic_segmentation INFO: Iters: 64630/150000 || Lr: 0.012043 || Task Loss: 0.5770 || KD Loss: 0.1961|| 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, 6:24:43 || Estimated Time: 1 day, 16:10:15
2023-07-25 17:11:15,045 semantic_segmentation INFO: Iters: 64640/150000 || Lr: 0.012042 || Task Loss: 0.5742 || KD Loss: 0.1925|| 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, 6:24:59 || Estimated Time: 1 day, 16:09:58
2023-07-25 17:11:31,411 semantic_segmentation INFO: Iters: 64650/150000 || Lr: 0.012040 || Task Loss: 0.3887 || KD Loss: 0.0893|| 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, 6:25:15 || Estimated Time: 1 day, 16:09:40
2023-07-25 17:11:47,807 semantic_segmentation INFO: Iters: 64660/150000 || Lr: 0.012039 || Task Loss: 0.4688 || KD Loss: 0.0683|| 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, 6:25:32 || Estimated Time: 1 day, 16:09:22
2023-07-25 17:12:04,194 semantic_segmentation INFO: Iters: 64670/150000 || Lr: 0.012038 || Task Loss: 0.5532 || KD Loss: 0.1372|| 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, 6:25:48 || Estimated Time: 1 day, 16:09:05
2023-07-25 17:12:20,574 semantic_segmentation INFO: Iters: 64680/150000 || Lr: 0.012036 || Task Loss: 0.4032 || KD Loss: 0.0736|| 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, 6:26:05 || Estimated Time: 1 day, 16:08:47
2023-07-25 17:12:36,896 semantic_segmentation INFO: Iters: 64690/150000 || Lr: 0.012035 || Task Loss: 0.4045 || KD Loss: 0.1268|| 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, 6:26:21 || Estimated Time: 1 day, 16:08:29
2023-07-25 17:12:53,347 semantic_segmentation INFO: Iters: 64700/150000 || Lr: 0.012034 || Task Loss: 0.4094 || KD Loss: 0.0943|| 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, 6:26:37 || Estimated Time: 1 day, 16:08:12
2023-07-25 17:13:09,712 semantic_segmentation INFO: Iters: 64710/150000 || Lr: 0.012033 || Task Loss: 0.5876 || KD Loss: 0.1740|| 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, 6:26:54 || Estimated Time: 1 day, 16:07:54
2023-07-25 17:13:26,008 semantic_segmentation INFO: Iters: 64720/150000 || Lr: 0.012031 || Task Loss: 0.5989 || KD Loss: 0.0808|| 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, 6:27:10 || Estimated Time: 1 day, 16:07:36
2023-07-25 17:13:42,291 semantic_segmentation INFO: Iters: 64730/150000 || Lr: 0.012030 || Task Loss: 0.4330 || KD Loss: 0.0875|| 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, 6:27:26 || Estimated Time: 1 day, 16:07:19
2023-07-25 17:13:58,683 semantic_segmentation INFO: Iters: 64740/150000 || Lr: 0.012029 || Task Loss: 0.5385 || KD Loss: 0.1856|| 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, 6:27:43 || Estimated Time: 1 day, 16:07:01
2023-07-25 17:14:15,255 semantic_segmentation INFO: Iters: 64750/150000 || Lr: 0.012028 || Task Loss: 0.8730 || KD Loss: 0.2967|| 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: 1 day, 6:27:59 || Estimated Time: 1 day, 16:06:43
2023-07-25 17:14:31,683 semantic_segmentation INFO: Iters: 64760/150000 || Lr: 0.012026 || Task Loss: 0.3647 || KD Loss: 0.0893|| 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, 6:28:16 || Estimated Time: 1 day, 16:06:26
2023-07-25 17:14:48,202 semantic_segmentation INFO: Iters: 64770/150000 || Lr: 0.012025 || Task Loss: 0.4512 || KD Loss: 0.0811|| 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, 6:28:32 || Estimated Time: 1 day, 16:06:08
2023-07-25 17:15:04,633 semantic_segmentation INFO: Iters: 64780/150000 || Lr: 0.012024 || Task Loss: 0.3484 || KD Loss: 0.0532|| 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, 6:28:49 || Estimated Time: 1 day, 16:05:51
2023-07-25 17:15:21,012 semantic_segmentation INFO: Iters: 64790/150000 || Lr: 0.012022 || Task Loss: 0.4020 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:29:05 || Estimated Time: 1 day, 16:05:33
2023-07-25 17:15:37,387 semantic_segmentation INFO: Iters: 64800/150000 || Lr: 0.012021 || Task Loss: 0.4424 || KD Loss: 0.0724|| 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, 6:29:21 || Estimated Time: 1 day, 16:05:15
2023-07-25 17:15:37,500 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 17:15:37,953 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.089
2023-07-25 17:15:37,966 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.134
2023-07-25 17:15:37,979 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.169
2023-07-25 17:15:37,993 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-25 17:15:38,006 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.243
2023-07-25 17:15:38,018 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.287
2023-07-25 17:15:38,032 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.328
2023-07-25 17:15:38,045 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.333
2023-07-25 17:15:38,057 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.369
2023-07-25 17:15:38,071 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.402
2023-07-25 17:15:38,084 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.403
2023-07-25 17:15:38,099 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.450
2023-07-25 17:15:38,110 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.907, mIoU: 0.409
2023-07-25 17:15:38,124 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.389
2023-07-25 17:15:38,137 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.908, mIoU: 0.389
2023-07-25 17:15:38,149 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.910, mIoU: 0.383
2023-07-25 17:15:38,160 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.902, mIoU: 0.368
2023-07-25 17:15:38,172 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.905, mIoU: 0.368
2023-07-25 17:15:38,186 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.907, mIoU: 0.373
2023-07-25 17:15:38,200 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.907, mIoU: 0.417
2023-07-25 17:15:38,214 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.904, mIoU: 0.414
2023-07-25 17:15:38,228 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.905, mIoU: 0.425
2023-07-25 17:15:38,242 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.904, mIoU: 0.456
2023-07-25 17:15:38,257 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.460
2023-07-25 17:15:38,273 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.908, mIoU: 0.461
2023-07-25 17:15:38,286 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.464
2023-07-25 17:15:38,301 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.909, mIoU: 0.467
2023-07-25 17:15:38,312 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.911, mIoU: 0.468
2023-07-25 17:15:38,327 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.462
2023-07-25 17:15:38,341 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-25 17:15:38,355 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.464
2023-07-25 17:15:38,370 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.914, mIoU: 0.463
2023-07-25 17:15:38,384 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.478
2023-07-25 17:15:38,398 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.917, mIoU: 0.477
2023-07-25 17:15:38,413 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.904, mIoU: 0.500
2023-07-25 17:15:38,427 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.903, mIoU: 0.499
2023-07-25 17:15:38,439 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-25 17:15:38,451 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.907, mIoU: 0.543
2023-07-25 17:15:38,467 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.909, mIoU: 0.553
2023-07-25 17:15:38,480 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.552
2023-07-25 17:15:38,493 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.577
2023-07-25 17:15:38,507 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.576
2023-07-25 17:15:38,521 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.910, mIoU: 0.572
2023-07-25 17:15:38,534 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.911, mIoU: 0.572
2023-07-25 17:15:38,549 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.576
2023-07-25 17:15:38,563 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.913, mIoU: 0.580
2023-07-25 17:15:38,576 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.913, mIoU: 0.585
2023-07-25 17:15:38,588 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.914, mIoU: 0.585
2023-07-25 17:15:38,601 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.913, mIoU: 0.582
2023-07-25 17:15:38,617 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.582
2023-07-25 17:15:38,632 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.580
2023-07-25 17:15:38,647 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.580
2023-07-25 17:15:38,660 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.577
2023-07-25 17:15:38,675 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.579
2023-07-25 17:15:38,690 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.917, mIoU: 0.582
2023-07-25 17:15:38,704 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.579
2023-07-25 17:15:38,719 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.578
2023-07-25 17:15:38,736 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.578
2023-07-25 17:15:38,750 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.581
2023-07-25 17:15:38,765 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.627
2023-07-25 17:15:38,778 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.906, mIoU: 0.625
2023-07-25 17:15:38,793 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.906, mIoU: 0.621
2023-07-25 17:15:38,806 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.620
2023-07-25 17:15:38,825 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:15:38,838 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 17:15:38,853 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 17:15:38,868 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.625
2023-07-25 17:15:38,882 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.913, mIoU: 0.669
2023-07-25 17:15:38,898 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.914, mIoU: 0.670
2023-07-25 17:15:38,913 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.903, mIoU: 0.658
2023-07-25 17:15:38,928 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.903, mIoU: 0.677
2023-07-25 17:15:38,941 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.904, mIoU: 0.677
2023-07-25 17:15:38,956 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.904, mIoU: 0.677
2023-07-25 17:15:38,970 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.905, mIoU: 0.675
2023-07-25 17:15:38,984 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.906, mIoU: 0.678
2023-07-25 17:15:38,999 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.907, mIoU: 0.675
2023-07-25 17:15:39,013 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.903, mIoU: 0.674
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2023-07-25 17:15:39,065 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.885, mIoU: 0.643
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2023-07-25 17:15:39,109 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.878, mIoU: 0.625
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2023-07-25 17:15:39,139 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.880, mIoU: 0.629
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2023-07-25 17:15:39,209 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.882, mIoU: 0.620
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2023-07-25 17:15:40,443 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.899, mIoU: 0.623
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2023-07-25 17:15:40,488 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.900, mIoU: 0.626
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2023-07-25 17:15:44,585 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.897, mIoU: 0.619
2023-07-25 17:15:44,600 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 17:15:44,615 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.897, mIoU: 0.621
2023-07-25 17:15:44,627 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 17:15:44,642 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.897, mIoU: 0.622
2023-07-25 17:15:44,653 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.898, mIoU: 0.622
2023-07-25 17:15:44,667 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 17:15:44,681 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.898, mIoU: 0.623
2023-07-25 17:15:44,695 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.898, mIoU: 0.624
2023-07-25 17:15:44,709 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.898, mIoU: 0.624
2023-07-25 17:15:44,723 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.898, mIoU: 0.625
2023-07-25 17:15:44,733 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.898, mIoU: 0.625
2023-07-25 17:15:44,746 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.899, mIoU: 0.626
2023-07-25 17:15:44,760 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 17:15:44,774 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 17:15:44,786 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 17:15:44,799 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.899, mIoU: 0.627
2023-07-25 17:15:44,811 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.899, mIoU: 0.628
2023-07-25 17:15:44,826 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.900, mIoU: 0.628
2023-07-25 17:15:44,841 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 17:15:44,856 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 17:15:44,864 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 17:15:44,879 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.900, mIoU: 0.629
2023-07-25 17:15:44,893 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 17:15:44,906 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-25 17:15:44,920 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:44,935 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:44,948 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:44,964 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:44,978 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:44,993 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,008 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,023 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,039 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,052 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,065 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,080 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-25 17:15:45,095 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:45,109 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:45,123 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:45,139 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 17:15:45,154 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:45,169 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:45,181 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:45,195 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:45,210 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.901, mIoU: 0.632
2023-07-25 17:15:45,225 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-25 17:15:45,240 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.901, mIoU: 0.633
2023-07-25 17:15:45,255 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 17:15:45,268 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 17:15:45,282 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 17:15:45,297 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.902, mIoU: 0.633
2023-07-25 17:15:45,309 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.902, mIoU: 0.635
2023-07-25 17:15:45,324 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.902, mIoU: 0.636
2023-07-25 17:15:45,335 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 17:15:45,349 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.902, mIoU: 0.638
2023-07-25 17:15:45,362 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.902, mIoU: 0.639
2023-07-25 17:15:45,373 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.902, mIoU: 0.640
2023-07-25 17:15:45,385 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.902, mIoU: 0.640
2023-07-25 17:15:45,399 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.902, mIoU: 0.641
2023-07-25 17:15:45,413 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.902, mIoU: 0.640
2023-07-25 17:15:45,427 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.903, mIoU: 0.640
2023-07-25 17:15:45,442 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.903, mIoU: 0.640
2023-07-25 17:15:45,450 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.903, mIoU: 0.640
2023-07-25 17:15:45,465 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.903, mIoU: 0.641
2023-07-25 17:15:45,480 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.903, mIoU: 0.642
2023-07-25 17:15:45,496 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.903, mIoU: 0.642
2023-07-25 17:15:45,511 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.903, mIoU: 0.642
2023-07-25 17:15:45,525 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.903, mIoU: 0.641
2023-07-25 17:15:45,538 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.903, mIoU: 0.641
2023-07-25 17:15:45,551 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.903, mIoU: 0.642
2023-07-25 17:15:45,566 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,581 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,596 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,608 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,621 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,636 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,650 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,665 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.904, mIoU: 0.642
2023-07-25 17:15:45,677 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.904, mIoU: 0.643
2023-07-25 17:15:45,692 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.904, mIoU: 0.644
2023-07-25 17:15:45,707 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.904, mIoU: 0.644
2023-07-25 17:15:45,722 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.904, mIoU: 0.644
2023-07-25 17:15:45,735 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.904, mIoU: 0.644
2023-07-25 17:15:45,751 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:45,765 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:45,778 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:45,792 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:45,806 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:45,821 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,835 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,848 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,863 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,877 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,893 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:45,903 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:45,918 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.905, mIoU: 0.646
2023-07-25 17:15:45,934 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:45,946 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:45,961 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:45,977 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:45,993 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,007 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,022 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,036 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,048 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.904, mIoU: 0.646
2023-07-25 17:15:46,061 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,075 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.904, mIoU: 0.647
2023-07-25 17:15:46,090 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:46,105 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:46,119 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.905, mIoU: 0.647
2023-07-25 17:15:46,133 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,146 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,160 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,175 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,187 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,202 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,216 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,230 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,245 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,260 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,271 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,286 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,301 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.905, mIoU: 0.648
2023-07-25 17:15:46,315 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,330 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,345 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,356 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,371 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,386 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,400 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,413 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,428 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,442 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.905, mIoU: 0.649
2023-07-25 17:15:46,457 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.906, mIoU: 0.650
2023-07-25 17:15:46,471 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.906, mIoU: 0.650
2023-07-25 17:15:46,486 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.906, mIoU: 0.651
2023-07-25 17:15:46,501 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.906, mIoU: 0.652
2023-07-25 17:15:46,515 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.906, mIoU: 0.652
2023-07-25 17:15:46,530 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.906, mIoU: 0.652
2023-07-25 17:15:46,544 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.906, mIoU: 0.652
2023-07-25 17:15:46,557 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.906, mIoU: 0.652
2023-07-25 17:15:46,571 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.906, mIoU: 0.653
2023-07-25 17:15:46,585 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.906, mIoU: 0.654
2023-07-25 17:15:46,600 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.906, mIoU: 0.654
2023-07-25 17:15:46,612 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,627 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,640 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,654 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,669 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,684 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,699 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,714 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,729 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 17:15:46,744 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 17:15:46,759 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.907, mIoU: 0.658
2023-07-25 17:15:46,773 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.907, mIoU: 0.658
2023-07-25 17:15:46,788 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.907, mIoU: 0.658
2023-07-25 17:15:46,806 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.907, mIoU: 0.658
2023-07-25 17:15:46,821 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 17:15:46,836 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 17:15:46,846 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.907, mIoU: 0.656
2023-07-25 17:15:46,859 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,874 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:46,886 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,900 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,913 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,925 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:46,940 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.908, mIoU: 0.654
2023-07-25 17:15:46,955 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.908, mIoU: 0.654
2023-07-25 17:15:46,969 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.908, mIoU: 0.654
2023-07-25 17:15:46,987 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,001 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,015 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,027 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,041 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,055 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,069 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.908, mIoU: 0.654
2023-07-25 17:15:47,084 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,099 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.907, mIoU: 0.652
2023-07-25 17:15:47,114 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.907, mIoU: 0.653
2023-07-25 17:15:47,127 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.907, mIoU: 0.653
2023-07-25 17:15:47,141 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.907, mIoU: 0.653
2023-07-25 17:15:47,156 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,169 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,182 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,196 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,211 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,226 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,240 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,254 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.907, mIoU: 0.654
2023-07-25 17:15:47,270 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.907, mIoU: 0.655
2023-07-25 17:15:47,284 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,297 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,309 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,317 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,331 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,346 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,361 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,376 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,390 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,405 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,420 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,434 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,446 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,460 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,474 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,489 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,503 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:47,516 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:47,529 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:47,541 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,555 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,568 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.908, mIoU: 0.657
2023-07-25 17:15:47,581 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.908, mIoU: 0.657
2023-07-25 17:15:47,594 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,608 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:47,623 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,634 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,648 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,661 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,672 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,687 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,702 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.908, mIoU: 0.656
2023-07-25 17:15:47,717 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,733 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,748 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,763 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,777 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,792 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,807 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,824 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,840 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:47,855 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,870 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,883 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,895 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,907 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,921 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,937 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,949 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,962 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:47,976 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:47,989 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,004 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,019 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,034 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,046 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,060 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.908, mIoU: 0.655
2023-07-25 17:15:48,072 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,085 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,099 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,113 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,128 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,141 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,157 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,172 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,185 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,198 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.909, mIoU: 0.655
2023-07-25 17:15:48,213 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,228 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,244 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,259 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,271 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,283 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,297 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:48,310 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:48,325 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,341 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,354 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,369 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,382 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,397 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,412 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,425 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,438 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,452 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,467 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,480 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,494 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:48,509 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,522 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,535 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.909, mIoU: 0.656
2023-07-25 17:15:48,550 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:48,565 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:48,581 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,594 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,607 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,620 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,635 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,647 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,660 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,674 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,688 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,701 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,716 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,731 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:48,747 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,763 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,776 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:48,788 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:48,802 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:48,815 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,827 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,840 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,855 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,868 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,881 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:48,895 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,910 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:48,924 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:48,940 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,953 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,965 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,980 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:48,994 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,010 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,025 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,037 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,050 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:49,061 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:49,076 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,092 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,105 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,119 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,130 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,143 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,158 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:49,172 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:49,185 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.910, mIoU: 0.657
2023-07-25 17:15:49,200 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.910, mIoU: 0.657
2023-07-25 17:15:49,213 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:49,228 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:49,241 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:49,257 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:49,269 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:49,284 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:49,299 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:49,311 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,326 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:49,341 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,355 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,369 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,384 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,398 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,413 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,427 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,441 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,456 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,468 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,481 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,494 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,510 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,523 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,539 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,553 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,564 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,578 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,594 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,609 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,621 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,636 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,651 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,664 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,677 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,693 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,707 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,720 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,731 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,748 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:49,763 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,777 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,790 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:49,805 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:49,819 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:49,834 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,849 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,861 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,876 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,888 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,903 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:49,917 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,929 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,944 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,957 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:49,972 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:49,986 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,001 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,015 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,030 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,046 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,059 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,075 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,089 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,104 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,118 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:50,127 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:50,141 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:50,154 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:50,168 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:50,183 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,198 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,211 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,225 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,240 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,254 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,269 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,284 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:50,297 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:50,312 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:50,327 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,341 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,354 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,368 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,383 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,398 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,410 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:50,425 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:50,439 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:50,452 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:50,465 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,480 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,492 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,506 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,519 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,532 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,547 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,562 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,576 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,591 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:50,606 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,619 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,632 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,647 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,660 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,673 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,688 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,703 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,718 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,734 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,747 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,760 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,775 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,789 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,802 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,816 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,828 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,843 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,857 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,872 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,886 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,900 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,908 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,923 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,938 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,951 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:50,964 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:50,979 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:50,993 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,006 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,021 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,036 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,053 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,068 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.911, mIoU: 0.660
2023-07-25 17:15:51,082 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,098 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,113 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,126 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,141 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.660
2023-07-25 17:15:51,156 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,170 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.911, mIoU: 0.660
2023-07-25 17:15:51,183 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,198 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,213 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,227 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,235 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,248 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,261 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,273 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,284 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.661
2023-07-25 17:15:51,298 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:51,312 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:51,327 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:51,338 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,351 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,365 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,375 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,390 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,402 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,417 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,432 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,447 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,461 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,473 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,485 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,500 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,515 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,529 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:51,544 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,556 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,566 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,577 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,590 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,601 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,616 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,628 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,643 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:51,658 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,673 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,686 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,701 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,715 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,729 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,746 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,759 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,773 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,787 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,803 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,815 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,828 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,843 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,855 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.910, mIoU: 0.664
2023-07-25 17:15:51,870 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,883 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.910, mIoU: 0.663
2023-07-25 17:15:51,898 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,912 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,929 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,944 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,957 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,972 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:51,987 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,001 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,016 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,029 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,041 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,059 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,075 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,089 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,104 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,119 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,134 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,149 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,163 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,176 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,191 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,200 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,213 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,227 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,239 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,254 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,268 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,283 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,297 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,312 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,326 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:52,340 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,352 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,367 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,379 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,394 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,408 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,421 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,436 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,449 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,463 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,478 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,493 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,508 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:52,523 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,535 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,548 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,563 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,575 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,588 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,604 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,618 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,633 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,645 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,658 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,673 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,688 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,703 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,716 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,728 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,744 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,758 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,773 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,787 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,802 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,816 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,830 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:52,845 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,861 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,875 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,890 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,905 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:52,918 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:52,933 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,948 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:52,963 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:52,975 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:52,990 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,004 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,020 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,033 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,048 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,062 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,078 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,093 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,108 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,123 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,135 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,150 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,165 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,178 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,192 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,205 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,214 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,228 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,243 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,256 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,271 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,286 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,299 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,312 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,327 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,342 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.666
2023-07-25 17:15:53,356 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,373 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,387 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,404 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,418 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,432 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,447 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,462 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,477 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,489 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,503 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,518 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.667
2023-07-25 17:15:53,533 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,548 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,563 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,576 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:53,591 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,605 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,618 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,633 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,648 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,662 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,677 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,689 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,704 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:53,718 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,732 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,748 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,760 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,775 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,787 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,800 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,812 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,826 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,841 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,855 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,870 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,881 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,893 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,909 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,924 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,937 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,952 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,968 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,983 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:53,996 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,010 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,026 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,039 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,054 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,066 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:54,080 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:54,096 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:54,113 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,129 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,145 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,158 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,173 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,188 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,201 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:54,216 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,230 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,246 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,260 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,272 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,285 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,299 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,314 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:54,328 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,341 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,355 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.912, mIoU: 0.670
2023-07-25 17:15:54,371 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.912, mIoU: 0.670
2023-07-25 17:15:54,384 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,394 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,409 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,424 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.912, mIoU: 0.670
2023-07-25 17:15:54,438 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,452 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.912, mIoU: 0.669
2023-07-25 17:15:54,465 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.912, mIoU: 0.669
2023-07-25 17:15:54,480 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,494 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,506 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,521 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,536 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,551 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,567 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,582 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,597 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,610 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,625 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,638 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,652 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,668 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,683 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,696 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,711 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,722 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:54,737 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,753 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,767 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,780 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,795 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,811 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,825 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,836 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,851 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,866 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,877 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.911, mIoU: 0.671
2023-07-25 17:15:54,892 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,908 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,923 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,936 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,949 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,964 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,978 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:54,993 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,006 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,022 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,035 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,048 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,062 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,077 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,091 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.912, mIoU: 0.671
2023-07-25 17:15:55,105 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.911, mIoU: 0.670
2023-07-25 17:15:55,122 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.912, mIoU: 0.669
2023-07-25 17:15:55,135 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.912, mIoU: 0.670
2023-07-25 17:15:55,149 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.912, mIoU: 0.669
2023-07-25 17:15:55,163 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.912, mIoU: 0.669
2023-07-25 17:15:55,177 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:55,191 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.911, mIoU: 0.669
2023-07-25 17:15:55,203 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:55,216 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:55,231 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:55,246 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:55,261 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.911, mIoU: 0.668
2023-07-25 17:15:55,273 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:55,286 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:55,300 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:55,314 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,327 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:55,339 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.911, mIoU: 0.667
2023-07-25 17:15:55,353 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,368 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,382 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,396 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,410 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,425 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,437 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,451 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,465 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,478 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,492 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,506 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.911, mIoU: 0.666
2023-07-25 17:15:55,520 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:55,534 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.911, mIoU: 0.665
2023-07-25 17:15:55,548 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,562 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,576 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,590 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,604 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,618 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,633 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,646 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,661 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,676 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,689 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,702 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,717 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,733 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,746 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,762 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,778 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,792 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,807 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,822 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-25 17:15:55,837 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,852 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,864 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,877 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,890 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,903 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,916 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:55,930 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,944 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,957 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,970 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,984 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:55,995 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,009 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,023 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,038 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,052 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,067 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,079 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,094 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,109 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,123 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,139 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,154 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,169 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,183 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,198 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,213 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,227 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,242 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,255 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,270 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,285 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,300 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,315 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,327 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,342 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,357 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,372 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,387 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,402 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,416 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,432 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,442 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,456 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,468 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,481 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.911, mIoU: 0.664
2023-07-25 17:15:56,497 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.911, mIoU: 0.663
2023-07-25 17:15:56,512 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,526 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,538 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,551 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,565 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,579 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,593 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,608 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,623 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,635 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,650 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,665 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,678 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,692 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,707 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,720 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,735 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.911, mIoU: 0.662
2023-07-25 17:15:56,747 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.911, mIoU: 0.662
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2023-07-25 17:15:56,820 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,833 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,846 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,861 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:56,875 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,887 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,900 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.910, mIoU: 0.661
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2023-07-25 17:15:56,929 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:56,944 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:56,957 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:56,971 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:56,988 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,003 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,017 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,032 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,040 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,054 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,067 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,079 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,094 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,109 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,125 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,141 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,157 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,172 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:57,187 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,200 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,214 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,230 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,245 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,261 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,275 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,291 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,304 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,318 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,332 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,347 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:57,359 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:57,372 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,386 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:57,401 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:57,415 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.909, mIoU: 0.657
2023-07-25 17:15:57,430 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,444 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,459 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,473 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,486 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,500 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.909, mIoU: 0.658
2023-07-25 17:15:57,513 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:57,527 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.910, mIoU: 0.658
2023-07-25 17:15:57,542 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,557 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,571 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,584 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,599 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.910, mIoU: 0.659
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2023-07-25 17:15:57,642 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.910, mIoU: 0.659
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2023-07-25 17:15:57,671 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,685 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,698 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,712 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.909, mIoU: 0.659
2023-07-25 17:15:57,724 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,739 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,754 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,769 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,784 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,799 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,812 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,822 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,836 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,849 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,863 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,878 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,892 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.910, mIoU: 0.659
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2023-07-25 17:15:57,918 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,927 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,943 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,957 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,972 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:57,984 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.910, mIoU: 0.659
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2023-07-25 17:15:58,013 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,026 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:58,040 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:58,054 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,067 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,081 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,094 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.910, mIoU: 0.659
2023-07-25 17:15:58,108 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,122 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,137 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,151 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,166 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,180 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.910, mIoU: 0.660
2023-07-25 17:15:58,195 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:58,210 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:58,223 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:58,237 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:58,252 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:15:58,269 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.910, mIoU: 0.661
2023-07-25 17:16:14,761 semantic_segmentation INFO: Iters: 64810/150000 || Lr: 0.012020 || Task Loss: 0.3371 || KD Loss: 0.0573|| 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, 6:29:59 || Estimated Time: 1 day, 16:05:25
2023-07-25 17:16:31,146 semantic_segmentation INFO: Iters: 64820/150000 || Lr: 0.012019 || Task Loss: 0.3975 || KD Loss: 0.0768|| 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, 6:30:15 || Estimated Time: 1 day, 16:05:08
2023-07-25 17:16:47,625 semantic_segmentation INFO: Iters: 64830/150000 || Lr: 0.012017 || Task Loss: 0.4421 || KD Loss: 0.1277|| 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, 6:30:32 || Estimated Time: 1 day, 16:04:50
2023-07-25 17:17:04,021 semantic_segmentation INFO: Iters: 64840/150000 || Lr: 0.012016 || Task Loss: 0.6084 || KD Loss: 0.1369|| 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, 6:30:48 || Estimated Time: 1 day, 16:04:32
2023-07-25 17:17:20,480 semantic_segmentation INFO: Iters: 64850/150000 || Lr: 0.012015 || Task Loss: 0.4316 || KD Loss: 0.1268|| 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, 6:31:04 || Estimated Time: 1 day, 16:04:15
2023-07-25 17:17:36,985 semantic_segmentation INFO: Iters: 64860/150000 || Lr: 0.012014 || Task Loss: 0.3826 || KD Loss: 0.0749|| 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, 6:31:21 || Estimated Time: 1 day, 16:03:57
2023-07-25 17:17:53,350 semantic_segmentation INFO: Iters: 64870/150000 || Lr: 0.012012 || Task Loss: 0.5705 || KD Loss: 0.1862|| 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, 6:31:37 || Estimated Time: 1 day, 16:03:40
2023-07-25 17:18:09,813 semantic_segmentation INFO: Iters: 64880/150000 || Lr: 0.012011 || Task Loss: 0.5396 || KD Loss: 0.1756|| 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, 6:31:54 || Estimated Time: 1 day, 16:03:22
2023-07-25 17:18:26,347 semantic_segmentation INFO: Iters: 64890/150000 || Lr: 0.012010 || Task Loss: 0.6261 || KD Loss: 0.1981|| 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, 6:32:10 || Estimated Time: 1 day, 16:03:05
2023-07-25 17:18:42,683 semantic_segmentation INFO: Iters: 64900/150000 || Lr: 0.012009 || Task Loss: 0.3861 || KD Loss: 0.0844|| 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, 6:32:27 || Estimated Time: 1 day, 16:02:47
2023-07-25 17:18:59,105 semantic_segmentation INFO: Iters: 64910/150000 || Lr: 0.012007 || Task Loss: 0.5046 || KD Loss: 0.1290|| 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, 6:32:43 || Estimated Time: 1 day, 16:02:29
2023-07-25 17:19:15,497 semantic_segmentation INFO: Iters: 64920/150000 || Lr: 0.012006 || Task Loss: 0.5813 || KD Loss: 0.1762|| 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, 6:32:59 || Estimated Time: 1 day, 16:02:12
2023-07-25 17:19:31,870 semantic_segmentation INFO: Iters: 64930/150000 || Lr: 0.012005 || Task Loss: 0.5790 || KD Loss: 0.1647|| 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: 1 day, 6:33:16 || Estimated Time: 1 day, 16:01:54
2023-07-25 17:19:48,272 semantic_segmentation INFO: Iters: 64940/150000 || Lr: 0.012003 || Task Loss: 0.4426 || KD Loss: 0.0940|| 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, 6:33:32 || Estimated Time: 1 day, 16:01:36
2023-07-25 17:20:04,649 semantic_segmentation INFO: Iters: 64950/150000 || Lr: 0.012002 || Task Loss: 0.4244 || KD Loss: 0.0954|| 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, 6:33:49 || Estimated Time: 1 day, 16:01:19
2023-07-25 17:20:21,002 semantic_segmentation INFO: Iters: 64960/150000 || Lr: 0.012001 || Task Loss: 0.2869 || KD Loss: 0.0742|| 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, 6:34:05 || Estimated Time: 1 day, 16:01:01
2023-07-25 17:20:37,416 semantic_segmentation INFO: Iters: 64970/150000 || Lr: 0.012000 || Task Loss: 0.3464 || 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, 6:34:21 || Estimated Time: 1 day, 16:00:43
2023-07-25 17:20:53,763 semantic_segmentation INFO: Iters: 64980/150000 || Lr: 0.011998 || Task Loss: 0.3978 || KD Loss: 0.1001|| 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, 6:34:38 || Estimated Time: 1 day, 16:00:25
2023-07-25 17:21:10,179 semantic_segmentation INFO: Iters: 64990/150000 || Lr: 0.011997 || Task Loss: 0.3826 || KD Loss: 0.1075|| 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, 6:34:54 || Estimated Time: 1 day, 16:00:08
2023-07-25 17:21:26,535 semantic_segmentation INFO: Iters: 65000/150000 || Lr: 0.011996 || Task Loss: 0.5496 || KD Loss: 0.1719|| 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, 6:35:11 || Estimated Time: 1 day, 15:59:50
2023-07-25 17:21:42,795 semantic_segmentation INFO: Iters: 65010/150000 || Lr: 0.011995 || Task Loss: 0.2773 || KD Loss: 0.0677|| 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, 6:35:27 || Estimated Time: 1 day, 15:59:32
2023-07-25 17:21:59,139 semantic_segmentation INFO: Iters: 65020/150000 || Lr: 0.011993 || Task Loss: 0.4868 || KD Loss: 0.1028|| 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, 6:35:43 || Estimated Time: 1 day, 15:59:15
2023-07-25 17:22:15,438 semantic_segmentation INFO: Iters: 65030/150000 || Lr: 0.011992 || Task Loss: 0.4157 || KD Loss: 0.0850|| 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, 6:35:59 || Estimated Time: 1 day, 15:58:57
2023-07-25 17:22:31,775 semantic_segmentation INFO: Iters: 65040/150000 || Lr: 0.011991 || Task Loss: 0.4385 || KD Loss: 0.1549|| 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, 6:36:16 || Estimated Time: 1 day, 15:58:39
2023-07-25 17:22:48,086 semantic_segmentation INFO: Iters: 65050/150000 || Lr: 0.011989 || Task Loss: 0.5162 || KD Loss: 0.0747|| 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, 6:36:32 || Estimated Time: 1 day, 15:58:21
2023-07-25 17:23:04,441 semantic_segmentation INFO: Iters: 65060/150000 || Lr: 0.011988 || Task Loss: 0.5417 || KD Loss: 0.1306|| 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: 1 day, 6:36:48 || Estimated Time: 1 day, 15:58:04
2023-07-25 17:23:20,774 semantic_segmentation INFO: Iters: 65070/150000 || Lr: 0.011987 || Task Loss: 0.4036 || KD Loss: 0.0826|| 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, 6:37:05 || Estimated Time: 1 day, 15:57:46
2023-07-25 17:23:37,221 semantic_segmentation INFO: Iters: 65080/150000 || Lr: 0.011986 || Task Loss: 0.5001 || KD Loss: 0.1225|| 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, 6:37:21 || Estimated Time: 1 day, 15:57:28
2023-07-25 17:23:53,603 semantic_segmentation INFO: Iters: 65090/150000 || Lr: 0.011984 || Task Loss: 0.4327 || KD Loss: 0.1306|| 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, 6:37:38 || Estimated Time: 1 day, 15:57:11
2023-07-25 17:24:09,992 semantic_segmentation INFO: Iters: 65100/150000 || Lr: 0.011983 || Task Loss: 0.5734 || KD Loss: 0.1410|| 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, 6:37:54 || Estimated Time: 1 day, 15:56:53
2023-07-25 17:24:26,576 semantic_segmentation INFO: Iters: 65110/150000 || Lr: 0.011982 || Task Loss: 0.5260 || KD Loss: 0.1425|| 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, 6:38:11 || Estimated Time: 1 day, 15:56:36
2023-07-25 17:24:42,980 semantic_segmentation INFO: Iters: 65120/150000 || Lr: 0.011981 || Task Loss: 0.3168 || KD Loss: 0.0701|| 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, 6:38:27 || Estimated Time: 1 day, 15:56:18
2023-07-25 17:24:59,492 semantic_segmentation INFO: Iters: 65130/150000 || Lr: 0.011979 || Task Loss: 0.3118 || KD Loss: 0.0590|| 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, 6:38:43 || Estimated Time: 1 day, 15:56:00
2023-07-25 17:25:16,017 semantic_segmentation INFO: Iters: 65140/150000 || Lr: 0.011978 || Task Loss: 0.4677 || KD Loss: 0.0428|| 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, 6:39:00 || Estimated Time: 1 day, 15:55:43
2023-07-25 17:25:32,518 semantic_segmentation INFO: Iters: 65150/150000 || Lr: 0.011977 || Task Loss: 0.4044 || KD Loss: 0.0932|| 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, 6:39:16 || Estimated Time: 1 day, 15:55:25
2023-07-25 17:25:48,911 semantic_segmentation INFO: Iters: 65160/150000 || Lr: 0.011975 || Task Loss: 0.3214 || KD Loss: 0.0594|| 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, 6:39:33 || Estimated Time: 1 day, 15:55:08
2023-07-25 17:26:05,360 semantic_segmentation INFO: Iters: 65170/150000 || Lr: 0.011974 || Task Loss: 0.5235 || KD Loss: 0.1444|| 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: 1 day, 6:39:49 || Estimated Time: 1 day, 15:54:50
2023-07-25 17:26:21,961 semantic_segmentation INFO: Iters: 65180/150000 || Lr: 0.011973 || Task Loss: 0.5027 || KD Loss: 0.1149|| 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, 6:40:06 || Estimated Time: 1 day, 15:54:33
2023-07-25 17:26:38,473 semantic_segmentation INFO: Iters: 65190/150000 || Lr: 0.011972 || Task Loss: 0.4019 || KD Loss: 0.0800|| 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, 6:40:22 || Estimated Time: 1 day, 15:54:15
2023-07-25 17:26:54,863 semantic_segmentation INFO: Iters: 65200/150000 || Lr: 0.011970 || Task Loss: 0.4368 || KD Loss: 0.1279|| 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, 6:40:39 || Estimated Time: 1 day, 15:53:58
2023-07-25 17:27:11,431 semantic_segmentation INFO: Iters: 65210/150000 || Lr: 0.011969 || Task Loss: 0.4253 || KD Loss: 0.1070|| 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, 6:40:55 || Estimated Time: 1 day, 15:53:40
2023-07-25 17:27:27,820 semantic_segmentation INFO: Iters: 65220/150000 || Lr: 0.011968 || Task Loss: 0.5216 || KD Loss: 0.0975|| 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, 6:41:12 || Estimated Time: 1 day, 15:53:23
2023-07-25 17:27:44,223 semantic_segmentation INFO: Iters: 65230/150000 || Lr: 0.011967 || Task Loss: 0.5062 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2489|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:41:28 || Estimated Time: 1 day, 15:53:05
2023-07-25 17:28:00,810 semantic_segmentation INFO: Iters: 65240/150000 || Lr: 0.011965 || Task Loss: 0.4020 || KD Loss: 0.0848|| 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, 6:41:45 || Estimated Time: 1 day, 15:52:48
2023-07-25 17:28:20,422 semantic_segmentation INFO: Iters: 65250/150000 || Lr: 0.011964 || Task Loss: 0.4161 || KD Loss: 0.0876|| 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, 6:42:04 || Estimated Time: 1 day, 15:52:34
2023-07-25 17:28:37,400 semantic_segmentation INFO: Iters: 65260/150000 || Lr: 0.011963 || Task Loss: 0.3024 || KD Loss: 0.0611|| 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, 6:42:21 || Estimated Time: 1 day, 15:52:17
2023-07-25 17:28:53,823 semantic_segmentation INFO: Iters: 65270/150000 || Lr: 0.011962 || Task Loss: 0.4592 || KD Loss: 0.0876|| 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, 6:42:38 || Estimated Time: 1 day, 15:52:00
2023-07-25 17:29:10,239 semantic_segmentation INFO: Iters: 65280/150000 || Lr: 0.011960 || Task Loss: 0.4915 || KD Loss: 0.1245|| 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, 6:42:54 || Estimated Time: 1 day, 15:51:42
2023-07-25 17:29:26,599 semantic_segmentation INFO: Iters: 65290/150000 || Lr: 0.011959 || Task Loss: 0.4117 || KD Loss: 0.0860|| 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, 6:43:11 || Estimated Time: 1 day, 15:51:24
2023-07-25 17:29:42,993 semantic_segmentation INFO: Iters: 65300/150000 || Lr: 0.011958 || Task Loss: 0.3830 || KD Loss: 0.0678|| 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, 6:43:27 || Estimated Time: 1 day, 15:51:07
2023-07-25 17:29:59,487 semantic_segmentation INFO: Iters: 65310/150000 || Lr: 0.011956 || Task Loss: 0.4459 || KD Loss: 0.1297|| 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, 6:43:43 || Estimated Time: 1 day, 15:50:49
2023-07-25 17:30:15,945 semantic_segmentation INFO: Iters: 65320/150000 || Lr: 0.011955 || Task Loss: 0.4982 || KD Loss: 0.1290|| 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, 6:44:00 || Estimated Time: 1 day, 15:50:32
2023-07-25 17:30:32,410 semantic_segmentation INFO: Iters: 65330/150000 || Lr: 0.011954 || Task Loss: 0.3038 || KD Loss: 0.0661|| 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, 6:44:16 || Estimated Time: 1 day, 15:50:14
2023-07-25 17:30:48,840 semantic_segmentation INFO: Iters: 65340/150000 || Lr: 0.011953 || Task Loss: 0.5494 || KD Loss: 0.1828|| 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, 6:44:33 || Estimated Time: 1 day, 15:49:57
2023-07-25 17:31:05,292 semantic_segmentation INFO: Iters: 65350/150000 || Lr: 0.011951 || Task Loss: 0.5294 || KD Loss: 0.1082|| 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, 6:44:49 || Estimated Time: 1 day, 15:49:39
2023-07-25 17:31:21,684 semantic_segmentation INFO: Iters: 65360/150000 || Lr: 0.011950 || Task Loss: 0.3973 || KD Loss: 0.0616|| 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, 6:45:06 || Estimated Time: 1 day, 15:49:21
2023-07-25 17:31:38,057 semantic_segmentation INFO: Iters: 65370/150000 || Lr: 0.011949 || Task Loss: 0.4552 || KD Loss: 0.0969|| 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, 6:45:22 || Estimated Time: 1 day, 15:49:04
2023-07-25 17:31:54,353 semantic_segmentation INFO: Iters: 65380/150000 || Lr: 0.011948 || Task Loss: 0.4528 || KD Loss: 0.1069|| 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, 6:45:38 || Estimated Time: 1 day, 15:48:46
2023-07-25 17:32:10,727 semantic_segmentation INFO: Iters: 65390/150000 || Lr: 0.011946 || Task Loss: 0.4243 || KD Loss: 0.1176|| 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, 6:45:55 || Estimated Time: 1 day, 15:48:28
2023-07-25 17:32:27,097 semantic_segmentation INFO: Iters: 65400/150000 || Lr: 0.011945 || Task Loss: 0.4434 || KD Loss: 0.1281|| 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, 6:46:11 || Estimated Time: 1 day, 15:48:10
2023-07-25 17:32:43,505 semantic_segmentation INFO: Iters: 65410/150000 || Lr: 0.011944 || Task Loss: 0.4802 || KD Loss: 0.1195|| 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, 6:46:27 || Estimated Time: 1 day, 15:47:53
2023-07-25 17:32:59,948 semantic_segmentation INFO: Iters: 65420/150000 || Lr: 0.011942 || Task Loss: 0.3364 || KD Loss: 0.0461|| 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, 6:46:44 || Estimated Time: 1 day, 15:47:35
2023-07-25 17:33:16,402 semantic_segmentation INFO: Iters: 65430/150000 || Lr: 0.011941 || Task Loss: 0.3093 || KD Loss: 0.0598|| 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, 6:47:00 || Estimated Time: 1 day, 15:47:18
2023-07-25 17:33:32,739 semantic_segmentation INFO: Iters: 65440/150000 || Lr: 0.011940 || Task Loss: 0.4328 || KD Loss: 0.1194|| 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, 6:47:17 || Estimated Time: 1 day, 15:47:00
2023-07-25 17:33:49,176 semantic_segmentation INFO: Iters: 65450/150000 || Lr: 0.011939 || Task Loss: 0.3736 || KD Loss: 0.0721|| 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, 6:47:33 || Estimated Time: 1 day, 15:46:42
2023-07-25 17:34:05,593 semantic_segmentation INFO: Iters: 65460/150000 || Lr: 0.011937 || Task Loss: 0.3838 || KD Loss: 0.0789|| 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, 6:47:50 || Estimated Time: 1 day, 15:46:25
2023-07-25 17:34:22,149 semantic_segmentation INFO: Iters: 65470/150000 || Lr: 0.011936 || Task Loss: 0.2981 || KD Loss: 0.0735|| 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, 6:48:06 || Estimated Time: 1 day, 15:46:07
2023-07-25 17:34:38,521 semantic_segmentation INFO: Iters: 65480/150000 || Lr: 0.011935 || Task Loss: 0.3073 || KD Loss: 0.0687|| 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, 6:48:23 || Estimated Time: 1 day, 15:45:50
2023-07-25 17:34:54,899 semantic_segmentation INFO: Iters: 65490/150000 || Lr: 0.011934 || Task Loss: 0.3750 || KD Loss: 0.0796|| 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, 6:48:39 || Estimated Time: 1 day, 15:45:32
2023-07-25 17:35:11,182 semantic_segmentation INFO: Iters: 65500/150000 || Lr: 0.011932 || Task Loss: 0.6260 || KD Loss: 0.1396|| 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, 6:48:55 || Estimated Time: 1 day, 15:45:14
2023-07-25 17:35:27,469 semantic_segmentation INFO: Iters: 65510/150000 || Lr: 0.011931 || Task Loss: 0.3807 || KD Loss: 0.0893|| 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, 6:49:11 || Estimated Time: 1 day, 15:44:57
2023-07-25 17:35:43,828 semantic_segmentation INFO: Iters: 65520/150000 || Lr: 0.011930 || Task Loss: 0.3914 || KD Loss: 0.0878|| 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, 6:49:28 || Estimated Time: 1 day, 15:44:39
2023-07-25 17:36:00,037 semantic_segmentation INFO: Iters: 65530/150000 || Lr: 0.011928 || Task Loss: 0.4292 || KD Loss: 0.1528|| 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, 6:49:44 || Estimated Time: 1 day, 15:44:21
2023-07-25 17:36:16,374 semantic_segmentation INFO: Iters: 65540/150000 || Lr: 0.011927 || Task Loss: 0.3355 || KD Loss: 0.0623|| 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, 6:50:00 || Estimated Time: 1 day, 15:44:03
2023-07-25 17:36:32,615 semantic_segmentation INFO: Iters: 65550/150000 || Lr: 0.011926 || Task Loss: 0.4561 || KD Loss: 0.0977|| 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, 6:50:17 || Estimated Time: 1 day, 15:43:45
2023-07-25 17:36:48,987 semantic_segmentation INFO: Iters: 65560/150000 || Lr: 0.011925 || Task Loss: 0.3870 || KD Loss: 0.0634|| 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, 6:50:33 || Estimated Time: 1 day, 15:43:28
2023-07-25 17:37:05,257 semantic_segmentation INFO: Iters: 65570/150000 || Lr: 0.011923 || Task Loss: 0.2908 || KD Loss: 0.0710|| 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, 6:50:49 || Estimated Time: 1 day, 15:43:10
2023-07-25 17:37:21,529 semantic_segmentation INFO: Iters: 65580/150000 || Lr: 0.011922 || Task Loss: 0.5617 || KD Loss: 0.1515|| 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, 6:51:06 || Estimated Time: 1 day, 15:42:52
2023-07-25 17:37:38,335 semantic_segmentation INFO: Iters: 65590/150000 || Lr: 0.011921 || Task Loss: 0.4804 || KD Loss: 0.1283|| 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, 6:51:22 || Estimated Time: 1 day, 15:42:35
2023-07-25 17:37:54,657 semantic_segmentation INFO: Iters: 65600/150000 || Lr: 0.011920 || Task Loss: 0.4247 || KD Loss: 0.0572|| 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, 6:51:39 || Estimated Time: 1 day, 15:42:17
2023-07-25 17:37:54,910 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 17:37:55,367 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.087
2023-07-25 17:37:55,383 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.128
2023-07-25 17:37:55,395 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.149
2023-07-25 17:37:55,409 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.150
2023-07-25 17:37:55,421 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.225
2023-07-25 17:37:55,433 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.268
2023-07-25 17:37:55,447 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.945, mIoU: 0.302
2023-07-25 17:37:55,460 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.307
2023-07-25 17:37:55,472 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.346
2023-07-25 17:37:55,486 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.387
2023-07-25 17:37:55,500 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.422
2023-07-25 17:37:55,514 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.469
2023-07-25 17:37:55,525 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.462
2023-07-25 17:37:55,539 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.451
2023-07-25 17:37:55,552 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.454
2023-07-25 17:37:55,564 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.449
2023-07-25 17:37:55,574 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.441
2023-07-25 17:37:55,587 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.443
2023-07-25 17:37:55,600 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.443
2023-07-25 17:37:55,615 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.482
2023-07-25 17:37:55,629 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.483
2023-07-25 17:37:55,644 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.495
2023-07-25 17:37:55,658 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.518
2023-07-25 17:37:55,673 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.519
2023-07-25 17:37:55,688 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.518
2023-07-25 17:37:55,702 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.517
2023-07-25 17:37:55,717 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.526
2023-07-25 17:37:55,728 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.529
2023-07-25 17:37:55,742 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.530
2023-07-25 17:37:55,756 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.530
2023-07-25 17:37:55,769 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.531
2023-07-25 17:37:55,784 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.528
2023-07-25 17:37:55,798 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.536
2023-07-25 17:37:55,812 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.531
2023-07-25 17:37:55,826 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.565
2023-07-25 17:37:55,840 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-25 17:37:55,852 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.565
2023-07-25 17:37:55,864 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.608
2023-07-25 17:37:55,880 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-25 17:37:55,892 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.605
2023-07-25 17:37:55,904 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.619
2023-07-25 17:37:55,918 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.619
2023-07-25 17:37:55,931 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.601
2023-07-25 17:37:55,944 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.922, mIoU: 0.601
2023-07-25 17:37:55,958 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-25 17:37:55,972 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-25 17:37:55,984 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.616
2023-07-25 17:37:55,996 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-25 17:37:56,009 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-25 17:37:56,024 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-25 17:37:56,039 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-25 17:37:56,053 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-25 17:37:56,066 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-25 17:37:56,081 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-25 17:37:56,095 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-25 17:37:56,108 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-25 17:37:56,122 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.609
2023-07-25 17:37:56,139 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-25 17:37:56,151 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-25 17:37:56,166 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.651
2023-07-25 17:37:56,178 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.613
2023-07-25 17:37:56,194 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-25 17:37:56,207 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.611
2023-07-25 17:37:56,226 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-25 17:37:56,239 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-25 17:37:56,253 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.614
2023-07-25 17:37:56,268 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.615
2023-07-25 17:37:56,280 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-25 17:37:56,295 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-25 17:37:56,310 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-25 17:37:56,325 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-25 17:37:56,338 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-25 17:37:56,352 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-25 17:37:56,366 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-25 17:37:56,380 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-25 17:37:56,395 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-25 17:37:56,409 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-25 17:37:56,418 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 17:37:56,433 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 17:37:56,448 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 17:37:56,461 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 17:37:56,475 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 17:37:56,489 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.911, mIoU: 0.659
2023-07-25 17:37:56,504 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-25 17:37:56,519 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.906, mIoU: 0.630
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2023-07-25 17:37:56,548 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.907, mIoU: 0.633
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2023-07-25 17:37:56,577 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 17:37:56,590 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.906, mIoU: 0.624
2023-07-25 17:37:56,604 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.906, mIoU: 0.611
2023-07-25 17:37:56,619 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.907, mIoU: 0.611
2023-07-25 17:37:56,633 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.902, mIoU: 0.612
2023-07-25 17:37:56,648 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.903, mIoU: 0.617
2023-07-25 17:37:56,662 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-25 17:37:56,676 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.902, mIoU: 0.614
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2023-07-25 17:37:56,717 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.904, mIoU: 0.616
2023-07-25 17:37:56,730 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.905, mIoU: 0.621
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2023-07-25 17:37:56,933 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 17:37:56,945 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.909, mIoU: 0.626
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2023-07-25 17:37:56,972 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 17:37:56,984 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 17:37:56,998 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:37:57,012 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 17:37:57,025 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 17:37:57,037 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.909, mIoU: 0.617
2023-07-25 17:37:57,052 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.910, mIoU: 0.618
2023-07-25 17:37:57,067 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.910, mIoU: 0.617
2023-07-25 17:37:57,076 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 17:37:57,087 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.910, mIoU: 0.619
2023-07-25 17:37:57,103 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.910, mIoU: 0.612
2023-07-25 17:37:57,111 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.910, mIoU: 0.613
2023-07-25 17:37:57,124 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 17:37:57,139 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.911, mIoU: 0.621
2023-07-25 17:37:57,154 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.912, mIoU: 0.625
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2023-07-25 17:37:57,182 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.627
2023-07-25 17:37:57,195 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.912, mIoU: 0.620
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2023-07-25 17:37:57,224 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.910, mIoU: 0.616
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2023-07-25 17:37:57,253 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.911, mIoU: 0.616
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2023-07-25 17:37:57,375 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.912, mIoU: 0.632
2023-07-25 17:37:57,385 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.912, mIoU: 0.637
2023-07-25 17:37:57,399 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 17:37:57,412 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 17:37:57,425 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 17:37:57,438 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 17:37:57,450 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.912, mIoU: 0.638
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2023-07-25 17:37:57,520 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 17:37:57,534 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.641
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2023-07-25 17:37:57,614 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.912, mIoU: 0.631
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2023-07-25 17:38:01,114 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 17:38:01,127 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 17:38:01,142 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 17:38:01,156 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.909, mIoU: 0.616
2023-07-25 17:38:01,170 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.908, mIoU: 0.615
2023-07-25 17:38:01,183 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.908, mIoU: 0.616
2023-07-25 17:38:01,197 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 17:38:01,209 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.908, mIoU: 0.617
2023-07-25 17:38:01,226 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 17:38:01,238 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,253 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 17:38:01,269 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 17:38:01,281 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.909, mIoU: 0.622
2023-07-25 17:38:01,295 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 17:38:01,309 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 17:38:01,321 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 17:38:01,335 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.909, mIoU: 0.623
2023-07-25 17:38:01,350 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 17:38:01,363 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 17:38:01,379 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.910, mIoU: 0.623
2023-07-25 17:38:01,394 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 17:38:01,408 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 17:38:01,424 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 17:38:01,439 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.910, mIoU: 0.624
2023-07-25 17:38:01,453 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 17:38:01,467 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.910, mIoU: 0.625
2023-07-25 17:38:01,481 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,494 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,507 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,523 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,538 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,553 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,567 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,580 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:38:01,594 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:38:01,607 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:38:01,617 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:38:01,631 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.618
2023-07-25 17:38:01,645 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.908, mIoU: 0.618
2023-07-25 17:38:01,659 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,674 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,689 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,704 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,718 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,727 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,737 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.908, mIoU: 0.619
2023-07-25 17:38:01,750 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,762 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,777 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,790 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.908, mIoU: 0.620
2023-07-25 17:38:01,804 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 17:38:01,819 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 17:38:01,834 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.908, mIoU: 0.621
2023-07-25 17:38:01,848 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 17:38:01,863 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 17:38:01,875 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.909, mIoU: 0.621
2023-07-25 17:38:01,890 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,904 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,916 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.909, mIoU: 0.624
2023-07-25 17:38:01,931 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 17:38:01,942 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.909, mIoU: 0.625
2023-07-25 17:38:01,957 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 17:38:01,970 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.909, mIoU: 0.626
2023-07-25 17:38:01,984 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 17:38:01,998 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.910, mIoU: 0.627
2023-07-25 17:38:02,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-25 17:38:02,022 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-25 17:38:02,035 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.910, mIoU: 0.629
2023-07-25 17:38:02,049 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.910, mIoU: 0.630
2023-07-25 17:38:02,063 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 17:38:02,075 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.910, mIoU: 0.631
2023-07-25 17:38:02,088 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.911, mIoU: 0.631
2023-07-25 17:38:02,101 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 17:38:02,115 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 17:38:02,130 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.911, mIoU: 0.632
2023-07-25 17:38:02,143 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,153 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,167 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,181 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,194 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 17:38:02,208 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,224 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,237 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,252 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,265 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,281 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,296 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,311 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,326 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,339 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,352 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,366 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,380 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,394 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.911, mIoU: 0.633
2023-07-25 17:38:02,408 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.912, mIoU: 0.633
2023-07-25 17:38:02,423 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,439 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,453 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,465 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,479 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,494 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.912, mIoU: 0.635
2023-07-25 17:38:02,508 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.912, mIoU: 0.634
2023-07-25 17:38:02,522 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,537 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,550 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,564 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,579 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.912, mIoU: 0.636
2023-07-25 17:38:02,591 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.912, mIoU: 0.638
2023-07-25 17:38:02,605 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.912, mIoU: 0.639
2023-07-25 17:38:02,615 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 17:38:02,629 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.912, mIoU: 0.640
2023-07-25 17:38:02,642 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.912, mIoU: 0.641
2023-07-25 17:38:02,653 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 17:38:02,664 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.912, mIoU: 0.642
2023-07-25 17:38:02,678 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 17:38:02,692 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,706 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,720 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,728 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,742 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,756 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,770 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,784 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,799 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,811 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,824 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,838 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:02,853 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:02,867 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:02,879 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,892 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:02,906 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,920 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:02,934 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 17:38:02,947 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:02,961 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,976 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:02,991 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:03,003 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:03,018 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:03,033 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:03,045 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:03,060 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:03,074 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,088 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,102 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,115 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,130 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,144 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,160 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,170 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.914, mIoU: 0.643
2023-07-25 17:38:03,184 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.913, mIoU: 0.643
2023-07-25 17:38:03,199 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 17:38:03,211 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 17:38:03,226 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:03,239 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:03,253 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 17:38:03,267 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.914, mIoU: 0.644
2023-07-25 17:38:03,282 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.913, mIoU: 0.642
2023-07-25 17:38:03,296 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.914, mIoU: 0.641
2023-07-25 17:38:03,308 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 17:38:03,321 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.913, mIoU: 0.640
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2023-07-25 17:38:03,379 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.913, mIoU: 0.640
2023-07-25 17:38:03,393 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 17:38:03,406 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.913, mIoU: 0.641
2023-07-25 17:38:03,421 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.913, mIoU: 0.642
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2023-07-25 17:38:03,464 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.914, mIoU: 0.641
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2023-07-25 17:38:03,493 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 17:38:03,590 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 17:38:03,615 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 17:38:03,643 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 17:38:03,696 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.914, mIoU: 0.643
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2023-07-25 17:38:03,740 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,754 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,768 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,782 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,795 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,808 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.915, mIoU: 0.646
2023-07-25 17:38:03,822 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:03,837 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:03,852 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,865 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,880 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:03,893 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:03,908 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,922 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,938 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,952 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,967 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:03,982 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:03,996 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,010 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,024 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:04,037 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:04,054 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:04,068 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,082 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,092 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,104 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:04,118 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,130 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,143 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,156 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,168 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,182 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,197 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,210 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,225 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,238 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,251 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,263 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,277 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,291 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,307 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,321 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,335 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,349 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,361 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,375 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:04,389 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,401 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,414 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,427 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,443 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,458 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,471 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:04,486 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,501 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:04,516 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 17:38:04,529 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-25 17:38:04,542 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,550 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,565 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,581 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,596 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 17:38:04,611 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,626 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 17:38:04,640 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 17:38:04,654 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,668 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-25 17:38:04,679 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,693 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,706 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.915, mIoU: 0.648
2023-07-25 17:38:04,720 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:04,734 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:04,746 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:04,758 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:04,769 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:04,782 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,794 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:04,806 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:04,818 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:04,832 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:04,847 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:04,858 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:04,871 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:04,884 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:04,895 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,909 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,923 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,938 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,952 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,966 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,980 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:04,992 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,007 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,021 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,038 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,053 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,067 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:05,082 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:05,095 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:05,107 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:05,120 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,135 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,150 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,163 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,175 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,189 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,202 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,217 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,232 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,247 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,259 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:05,274 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:05,287 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,301 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,316 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,331 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,347 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,359 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,375 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,390 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,402 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,415 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,430 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.917, mIoU: 0.650
2023-07-25 17:38:05,445 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,460 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,474 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,485 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:05,498 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,511 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,524 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,538 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,554 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,567 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,581 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,594 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,608 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,622 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,634 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:05,647 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:05,661 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:05,676 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:05,688 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:05,703 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,718 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:05,732 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:05,745 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:05,759 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:05,774 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:05,790 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,803 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,817 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,829 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,844 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,857 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,869 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,883 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,898 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,910 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,925 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,940 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.917, mIoU: 0.651
2023-07-25 17:38:05,954 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,969 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,981 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:05,993 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,006 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,019 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,031 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,043 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,058 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,071 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,084 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,098 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,113 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,128 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,143 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,156 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,169 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,183 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:06,198 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:06,213 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:06,228 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:06,241 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:06,254 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,265 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,279 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,294 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,307 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,321 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,333 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,345 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,359 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,373 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,386 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:06,399 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,412 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,426 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,438 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,452 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:06,464 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,478 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,492 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,505 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,519 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,533 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:06,548 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:06,562 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,576 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,590 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,603 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,617 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:06,631 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:06,645 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:06,657 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,669 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,682 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,698 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,711 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,728 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,742 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,753 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,767 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,783 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,797 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,810 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:06,825 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:06,839 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,851 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,865 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,880 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:06,894 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 17:38:06,907 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:06,918 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:06,935 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:06,949 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:06,964 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:06,977 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 17:38:06,991 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-25 17:38:07,005 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,020 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,035 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,047 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,062 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,074 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,088 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,102 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,114 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,129 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,141 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,155 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,169 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,183 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-25 17:38:07,196 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,210 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,224 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,238 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,253 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,267 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,282 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,296 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,305 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,319 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,333 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,349 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,363 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,378 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,391 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,405 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,419 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,436 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,452 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,467 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,479 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,494 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,509 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,523 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,536 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,551 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,565 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,581 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,593 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,608 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,622 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,635 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-25 17:38:07,648 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,663 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,675 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,689 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,702 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,715 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,730 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,744 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,758 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,772 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,786 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,799 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 17:38:07,811 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 17:38:07,825 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,837 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,849 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,863 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,877 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,891 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-25 17:38:07,906 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,918 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,931 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,947 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,962 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,974 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:07,989 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,001 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,016 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,030 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,045 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,060 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,074 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,083 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-25 17:38:08,098 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,113 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,125 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,138 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,152 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,166 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,179 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,193 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,207 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,221 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,236 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,250 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,265 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,280 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,292 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,306 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,320 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,334 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,347 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,363 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,377 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,391 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,398 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,411 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,423 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,435 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,447 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,461 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,475 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,490 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,501 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,514 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,529 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-25 17:38:08,540 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,555 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-25 17:38:08,568 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,582 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,597 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,611 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,626 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,637 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,650 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,664 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,679 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,693 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,708 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,720 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,731 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,741 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,754 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,765 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,779 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,791 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,805 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:08,820 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:08,834 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,847 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,861 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,875 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,889 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,904 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,917 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:08,930 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,945 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,960 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,973 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:08,986 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,001 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,013 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,029 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,042 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,057 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,071 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:09,089 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:09,104 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:09,117 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:09,132 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,146 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,160 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,174 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,186 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:09,199 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:09,213 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:09,227 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-25 17:38:09,242 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-25 17:38:09,255 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,270 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,285 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 17:38:09,298 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,312 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,324 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-25 17:38:09,339 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,349 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,363 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,377 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,389 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,403 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,418 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 17:38:09,432 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,447 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,462 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,476 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,490 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,502 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,517 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,530 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,544 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,558 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,571 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,585 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,597 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,612 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,626 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,641 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,655 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,669 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,682 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,694 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,708 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.916, mIoU: 0.649
2023-07-25 17:38:09,721 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,734 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,749 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,764 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,778 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,791 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,804 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,819 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,834 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,849 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,861 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,874 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,888 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,903 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-25 17:38:09,917 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:09,932 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:09,946 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:09,960 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:09,974 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-25 17:38:09,988 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,003 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,017 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,031 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,046 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 17:38:10,058 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,073 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,087 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,102 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 17:38:10,114 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.916, mIoU: 0.653
2023-07-25 17:38:10,129 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,143 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,159 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,172 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,186 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,201 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,215 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,231 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,245 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,260 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,272 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,287 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,302 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,315 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,329 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,341 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,350 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,365 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,381 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,393 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,408 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,422 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,435 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,448 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,462 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,476 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,490 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,506 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,520 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,536 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,550 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,562 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,577 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,591 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,606 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,618 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,631 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,645 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,660 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,674 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,688 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 17:38:10,701 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,715 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,729 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,742 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,757 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,772 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,786 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:10,813 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:10,827 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,842 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,856 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,870 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,883 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,897 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,910 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:10,922 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:10,976 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:10,991 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:11,001 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,013 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,029 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.916, mIoU: 0.652
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2023-07-25 17:38:11,086 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,100 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,113 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,127 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:11,141 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,154 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,168 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 17:38:11,180 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:11,193 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.915, mIoU: 0.651
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2023-07-25 17:38:11,236 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:11,251 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:11,291 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:11,303 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.915, mIoU: 0.651
2023-07-25 17:38:11,317 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:11,400 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:11,440 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:11,577 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.915, mIoU: 0.652
2023-07-25 17:38:11,591 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.915, mIoU: 0.652
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2023-07-25 17:38:11,777 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.914, mIoU: 0.653
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2023-07-25 17:38:11,805 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:11,816 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:11,830 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 17:38:11,845 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 17:38:11,860 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:11,872 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,887 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,903 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,916 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,927 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,941 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,955 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,966 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:11,980 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 17:38:11,994 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 17:38:12,008 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,021 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,033 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,047 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,061 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,075 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,088 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,103 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,115 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,128 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,142 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.915, mIoU: 0.654
2023-07-25 17:38:12,156 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 17:38:12,171 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.915, mIoU: 0.655
2023-07-25 17:38:12,185 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:12,200 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:12,213 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:12,228 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:12,242 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-25 17:38:12,256 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.914, mIoU: 0.652
2023-07-25 17:38:12,270 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.914, mIoU: 0.653
2023-07-25 17:38:12,283 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,295 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,310 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 17:38:12,324 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.914, mIoU: 0.651
2023-07-25 17:38:12,339 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,351 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,363 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,377 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.914, mIoU: 0.650
2023-07-25 17:38:12,392 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,406 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,419 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,433 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,448 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,462 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,477 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,491 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,507 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,519 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,533 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,548 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,561 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:12,575 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:12,590 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:12,604 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:12,618 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:12,631 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,645 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,658 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,671 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,685 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:12,699 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:12,713 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:12,726 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,741 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,754 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,766 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,778 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,792 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,806 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,818 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,832 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,847 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,860 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,874 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:12,888 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,902 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,915 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:12,928 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,940 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,952 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,964 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:12,977 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:12,991 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:13,005 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:13,017 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:13,029 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,044 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,055 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,068 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,082 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,097 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,111 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,126 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,138 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,152 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,166 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,179 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,193 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,208 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,224 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,237 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,251 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,266 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:13,280 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 17:38:13,294 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 17:38:13,306 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.913, mIoU: 0.648
2023-07-25 17:38:13,320 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,334 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,349 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,363 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,375 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,389 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,404 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,420 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,434 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,449 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,463 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,478 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,489 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,503 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,516 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,528 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,545 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,559 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,573 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,585 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,597 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,610 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,624 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,638 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,652 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,667 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,679 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,694 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,709 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,722 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,737 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,751 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,764 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,778 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,789 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,804 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,819 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,833 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,847 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,859 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,871 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,885 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:13,899 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,912 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,924 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,936 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,950 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,964 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,978 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:13,990 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,004 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,019 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,034 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,048 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:14,062 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,069 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,084 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,095 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,108 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,121 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:14,136 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:14,149 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,164 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,178 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,192 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:14,207 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,219 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,234 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,249 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,263 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,278 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,292 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,309 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,321 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,335 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,349 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,364 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,376 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,389 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,404 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.913, mIoU: 0.647
2023-07-25 17:38:14,419 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,434 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,448 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 17:38:14,462 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,475 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,489 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,501 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,515 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,528 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,542 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,556 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,570 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,584 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.913, mIoU: 0.645
2023-07-25 17:38:14,596 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.914, mIoU: 0.645
2023-07-25 17:38:14,610 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,624 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,638 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,652 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,666 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,681 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,696 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.913, mIoU: 0.646
2023-07-25 17:38:14,708 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,723 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,736 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,750 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,765 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,779 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,794 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,809 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,822 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,832 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,846 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,858 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,872 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 17:38:14,886 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,900 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,914 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,925 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,934 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,949 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,963 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,977 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:14,989 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,003 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,016 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,029 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,043 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,056 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,069 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,083 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,095 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,110 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,124 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,138 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,150 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,165 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,179 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,194 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:15,209 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:15,221 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:15,236 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.914, mIoU: 0.648
2023-07-25 17:38:15,250 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 17:38:15,267 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.914, mIoU: 0.649
2023-07-25 17:38:31,462 semantic_segmentation INFO: Iters: 65610/150000 || Lr: 0.011918 || Task Loss: 0.6605 || KD Loss: 0.1209|| 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, 6:52:15 || Estimated Time: 1 day, 15:42:26
2023-07-25 17:38:47,773 semantic_segmentation INFO: Iters: 65620/150000 || Lr: 0.011917 || Task Loss: 0.5303 || KD Loss: 0.1330|| 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, 6:52:32 || Estimated Time: 1 day, 15:42:08
2023-07-25 17:39:04,162 semantic_segmentation INFO: Iters: 65630/150000 || Lr: 0.011916 || Task Loss: 0.4531 || KD Loss: 0.1201|| 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, 6:52:48 || Estimated Time: 1 day, 15:41:51
2023-07-25 17:39:20,555 semantic_segmentation INFO: Iters: 65640/150000 || Lr: 0.011914 || Task Loss: 0.4594 || KD Loss: 0.1207|| 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, 6:53:05 || Estimated Time: 1 day, 15:41:33
2023-07-25 17:39:36,944 semantic_segmentation INFO: Iters: 65650/150000 || Lr: 0.011913 || Task Loss: 0.4403 || KD Loss: 0.1206|| 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, 6:53:21 || Estimated Time: 1 day, 15:41:15
2023-07-25 17:39:53,493 semantic_segmentation INFO: Iters: 65660/150000 || Lr: 0.011912 || Task Loss: 0.3045 || KD Loss: 0.0647|| 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, 6:53:37 || Estimated Time: 1 day, 15:40:58
2023-07-25 17:40:09,899 semantic_segmentation INFO: Iters: 65670/150000 || Lr: 0.011911 || Task Loss: 0.4669 || KD Loss: 0.0961|| 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, 6:53:54 || Estimated Time: 1 day, 15:40:40
2023-07-25 17:40:26,591 semantic_segmentation INFO: Iters: 65680/150000 || Lr: 0.011909 || Task Loss: 0.5846 || KD Loss: 0.1631|| 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, 6:54:11 || Estimated Time: 1 day, 15:40:23
2023-07-25 17:40:43,074 semantic_segmentation INFO: Iters: 65690/150000 || Lr: 0.011908 || Task Loss: 0.4269 || KD Loss: 0.0798|| 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, 6:54:27 || Estimated Time: 1 day, 15:40:05
2023-07-25 17:40:59,460 semantic_segmentation INFO: Iters: 65700/150000 || Lr: 0.011907 || Task Loss: 0.3775 || KD Loss: 0.0967|| 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, 6:54:43 || Estimated Time: 1 day, 15:39:48
2023-07-25 17:41:16,038 semantic_segmentation INFO: Iters: 65710/150000 || Lr: 0.011906 || Task Loss: 0.3257 || KD Loss: 0.0561|| 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, 6:55:00 || Estimated Time: 1 day, 15:39:30
2023-07-25 17:41:32,574 semantic_segmentation INFO: Iters: 65720/150000 || Lr: 0.011904 || Task Loss: 0.5369 || KD Loss: 0.1427|| 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, 6:55:17 || Estimated Time: 1 day, 15:39:13
2023-07-25 17:41:49,025 semantic_segmentation INFO: Iters: 65730/150000 || Lr: 0.011903 || Task Loss: 0.4556 || KD Loss: 0.0729|| 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, 6:55:33 || Estimated Time: 1 day, 15:38:55
2023-07-25 17:42:05,588 semantic_segmentation INFO: Iters: 65740/150000 || Lr: 0.011902 || Task Loss: 0.4585 || KD Loss: 0.1106|| 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, 6:55:50 || Estimated Time: 1 day, 15:38:38
2023-07-25 17:42:22,011 semantic_segmentation INFO: Iters: 65750/150000 || Lr: 0.011901 || Task Loss: 0.4500 || KD Loss: 0.0861|| 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, 6:56:06 || Estimated Time: 1 day, 15:38:20
2023-07-25 17:42:38,389 semantic_segmentation INFO: Iters: 65760/150000 || Lr: 0.011899 || Task Loss: 0.3652 || KD Loss: 0.0833|| 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, 6:56:22 || Estimated Time: 1 day, 15:38:03
2023-07-25 17:42:55,183 semantic_segmentation INFO: Iters: 65770/150000 || Lr: 0.011898 || Task Loss: 0.5323 || KD Loss: 0.1010|| 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, 6:56:39 || Estimated Time: 1 day, 15:37:46
2023-07-25 17:43:11,555 semantic_segmentation INFO: Iters: 65780/150000 || Lr: 0.011897 || Task Loss: 0.4759 || KD Loss: 0.0906|| 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, 6:56:56 || Estimated Time: 1 day, 15:37:28
2023-07-25 17:43:27,951 semantic_segmentation INFO: Iters: 65790/150000 || Lr: 0.011895 || Task Loss: 0.3297 || KD Loss: 0.0561|| 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, 6:57:12 || Estimated Time: 1 day, 15:37:10
2023-07-25 17:43:44,339 semantic_segmentation INFO: Iters: 65800/150000 || Lr: 0.011894 || Task Loss: 0.5079 || KD Loss: 0.1108|| 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: 1 day, 6:57:28 || Estimated Time: 1 day, 15:36:53
2023-07-25 17:44:00,719 semantic_segmentation INFO: Iters: 65810/150000 || Lr: 0.011893 || Task Loss: 0.4128 || KD Loss: 0.0699|| 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, 6:57:45 || Estimated Time: 1 day, 15:36:35
2023-07-25 17:44:17,088 semantic_segmentation INFO: Iters: 65820/150000 || Lr: 0.011892 || Task Loss: 0.4803 || KD Loss: 0.1177|| 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, 6:58:01 || Estimated Time: 1 day, 15:36:17
2023-07-25 17:44:33,493 semantic_segmentation INFO: Iters: 65830/150000 || Lr: 0.011890 || Task Loss: 0.4126 || KD Loss: 0.1297|| 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, 6:58:17 || Estimated Time: 1 day, 15:36:00
2023-07-25 17:44:49,876 semantic_segmentation INFO: Iters: 65840/150000 || Lr: 0.011889 || Task Loss: 0.4542 || KD Loss: 0.1347|| 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, 6:58:34 || Estimated Time: 1 day, 15:35:42
2023-07-25 17:45:06,251 semantic_segmentation INFO: Iters: 65850/150000 || Lr: 0.011888 || Task Loss: 0.7371 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:50 || Estimated Time: 1 day, 15:35:24
2023-07-25 17:45:22,649 semantic_segmentation INFO: Iters: 65860/150000 || Lr: 0.011887 || Task Loss: 0.4972 || KD Loss: 0.1124|| 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, 6:59:07 || Estimated Time: 1 day, 15:35:07
2023-07-25 17:45:39,001 semantic_segmentation INFO: Iters: 65870/150000 || Lr: 0.011885 || Task Loss: 0.3806 || KD Loss: 0.0730|| 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, 6:59:23 || Estimated Time: 1 day, 15:34:49
2023-07-25 17:45:55,347 semantic_segmentation INFO: Iters: 65880/150000 || Lr: 0.011884 || Task Loss: 0.3168 || KD Loss: 0.0573|| 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, 6:59:39 || Estimated Time: 1 day, 15:34:31
2023-07-25 17:46:11,689 semantic_segmentation INFO: Iters: 65890/150000 || Lr: 0.011883 || Task Loss: 0.5015 || KD Loss: 0.0791|| 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, 6:59:56 || Estimated Time: 1 day, 15:34:14
2023-07-25 17:46:27,971 semantic_segmentation INFO: Iters: 65900/150000 || Lr: 0.011881 || Task Loss: 0.4477 || KD Loss: 0.0667|| 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, 7:00:12 || Estimated Time: 1 day, 15:33:56
2023-07-25 17:46:44,341 semantic_segmentation INFO: Iters: 65910/150000 || Lr: 0.011880 || Task Loss: 0.4253 || KD Loss: 0.1185|| 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, 7:00:28 || Estimated Time: 1 day, 15:33:38
2023-07-25 17:47:00,737 semantic_segmentation INFO: Iters: 65920/150000 || Lr: 0.011879 || Task Loss: 0.2941 || KD Loss: 0.0800|| 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, 7:00:45 || Estimated Time: 1 day, 15:33:21
2023-07-25 17:47:17,109 semantic_segmentation INFO: Iters: 65930/150000 || Lr: 0.011878 || Task Loss: 0.5702 || KD Loss: 0.1484|| 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, 7:01:01 || Estimated Time: 1 day, 15:33:03
2023-07-25 17:47:33,414 semantic_segmentation INFO: Iters: 65940/150000 || Lr: 0.011876 || Task Loss: 0.5061 || KD Loss: 0.1318|| 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, 7:01:17 || Estimated Time: 1 day, 15:32:45
2023-07-25 17:47:49,748 semantic_segmentation INFO: Iters: 65950/150000 || Lr: 0.011875 || Task Loss: 0.2890 || KD Loss: 0.0733|| 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, 7:01:34 || Estimated Time: 1 day, 15:32:28
2023-07-25 17:48:06,152 semantic_segmentation INFO: Iters: 65960/150000 || Lr: 0.011874 || Task Loss: 0.4160 || KD Loss: 0.1212|| 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, 7:01:50 || Estimated Time: 1 day, 15:32:10
2023-07-25 17:48:22,555 semantic_segmentation INFO: Iters: 65970/150000 || Lr: 0.011873 || Task Loss: 0.4740 || KD Loss: 0.1078|| 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, 7:02:07 || Estimated Time: 1 day, 15:31:52
2023-07-25 17:48:38,928 semantic_segmentation INFO: Iters: 65980/150000 || Lr: 0.011871 || Task Loss: 0.2989 || KD Loss: 0.0660|| 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, 7:02:23 || Estimated Time: 1 day, 15:31:35
2023-07-25 17:48:55,186 semantic_segmentation INFO: Iters: 65990/150000 || Lr: 0.011870 || Task Loss: 0.5602 || KD Loss: 0.1944|| 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, 7:02:39 || Estimated Time: 1 day, 15:31:17
2023-07-25 17:49:11,610 semantic_segmentation INFO: Iters: 66000/150000 || Lr: 0.011869 || Task Loss: 0.4116 || KD Loss: 0.0815|| 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, 7:02:56 || Estimated Time: 1 day, 15:30:59
2023-07-25 17:49:27,986 semantic_segmentation INFO: Iters: 66010/150000 || Lr: 0.011867 || Task Loss: 0.3670 || KD Loss: 0.0757|| 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, 7:03:12 || Estimated Time: 1 day, 15:30:42
2023-07-25 17:49:44,375 semantic_segmentation INFO: Iters: 66020/150000 || Lr: 0.011866 || Task Loss: 0.5551 || KD Loss: 0.1098|| 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, 7:03:28 || Estimated Time: 1 day, 15:30:24
2023-07-25 17:50:00,746 semantic_segmentation INFO: Iters: 66030/150000 || Lr: 0.011865 || Task Loss: 0.6023 || KD Loss: 0.1224|| 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: 1 day, 7:03:45 || Estimated Time: 1 day, 15:30:06
2023-07-25 17:50:17,149 semantic_segmentation INFO: Iters: 66040/150000 || Lr: 0.011864 || Task Loss: 0.5015 || KD Loss: 0.0671|| 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, 7:04:01 || Estimated Time: 1 day, 15:29:49
2023-07-25 17:50:33,525 semantic_segmentation INFO: Iters: 66050/150000 || Lr: 0.011862 || Task Loss: 0.3820 || KD Loss: 0.0857|| 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, 7:04:18 || Estimated Time: 1 day, 15:29:31
2023-07-25 17:50:49,787 semantic_segmentation INFO: Iters: 66060/150000 || Lr: 0.011861 || Task Loss: 0.3447 || KD Loss: 0.0519|| 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, 7:04:34 || Estimated Time: 1 day, 15:29:13
2023-07-25 17:51:06,128 semantic_segmentation INFO: Iters: 66070/150000 || Lr: 0.011860 || Task Loss: 0.3971 || KD Loss: 0.0557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:04:50 || Estimated Time: 1 day, 15:28:56
2023-07-25 17:51:23,328 semantic_segmentation INFO: Iters: 66080/150000 || Lr: 0.011859 || Task Loss: 0.3347 || KD Loss: 0.0616|| 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, 7:05:07 || Estimated Time: 1 day, 15:28:39
2023-07-25 17:51:42,282 semantic_segmentation INFO: Iters: 66090/150000 || Lr: 0.011857 || Task Loss: 0.4427 || KD Loss: 0.0857|| 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, 7:05:26 || Estimated Time: 1 day, 15:28:25
2023-07-25 17:51:58,610 semantic_segmentation INFO: Iters: 66100/150000 || Lr: 0.011856 || Task Loss: 0.3814 || KD Loss: 0.0907|| 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, 7:05:43 || Estimated Time: 1 day, 15:28:07
2023-07-25 17:52:14,875 semantic_segmentation INFO: Iters: 66110/150000 || Lr: 0.011855 || Task Loss: 0.3018 || KD Loss: 0.0566|| 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, 7:05:59 || Estimated Time: 1 day, 15:27:49
2023-07-25 17:52:31,302 semantic_segmentation INFO: Iters: 66120/150000 || Lr: 0.011853 || Task Loss: 0.2365 || KD Loss: 0.0319|| 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, 7:06:15 || Estimated Time: 1 day, 15:27:32
2023-07-25 17:52:47,682 semantic_segmentation INFO: Iters: 66130/150000 || Lr: 0.011852 || Task Loss: 0.3669 || KD Loss: 0.0596|| 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, 7:06:32 || Estimated Time: 1 day, 15:27:14
2023-07-25 17:53:04,067 semantic_segmentation INFO: Iters: 66140/150000 || Lr: 0.011851 || Task Loss: 0.3883 || KD Loss: 0.0823|| 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, 7:06:48 || Estimated Time: 1 day, 15:26:56
2023-07-25 17:53:20,419 semantic_segmentation INFO: Iters: 66150/150000 || Lr: 0.011850 || Task Loss: 0.4019 || KD Loss: 0.0796|| 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, 7:07:04 || Estimated Time: 1 day, 15:26:39
2023-07-25 17:53:36,812 semantic_segmentation INFO: Iters: 66160/150000 || Lr: 0.011848 || Task Loss: 0.3694 || KD Loss: 0.0820|| 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, 7:07:21 || Estimated Time: 1 day, 15:26:21
2023-07-25 17:53:53,198 semantic_segmentation INFO: Iters: 66170/150000 || Lr: 0.011847 || Task Loss: 0.5760 || KD Loss: 0.1125|| 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, 7:07:37 || Estimated Time: 1 day, 15:26:03
2023-07-25 17:54:09,605 semantic_segmentation INFO: Iters: 66180/150000 || Lr: 0.011846 || Task Loss: 0.4269 || KD Loss: 0.1245|| 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, 7:07:54 || Estimated Time: 1 day, 15:25:46
2023-07-25 17:54:25,956 semantic_segmentation INFO: Iters: 66190/150000 || Lr: 0.011845 || Task Loss: 0.6130 || KD Loss: 0.1119|| 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, 7:08:10 || Estimated Time: 1 day, 15:25:28
2023-07-25 17:54:42,339 semantic_segmentation INFO: Iters: 66200/150000 || Lr: 0.011843 || Task Loss: 0.4171 || KD Loss: 0.0875|| 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, 7:08:26 || Estimated Time: 1 day, 15:25:10
2023-07-25 17:54:58,683 semantic_segmentation INFO: Iters: 66210/150000 || Lr: 0.011842 || Task Loss: 0.8009 || KD Loss: 0.2879|| 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: 1 day, 7:08:43 || Estimated Time: 1 day, 15:24:53
2023-07-25 17:55:15,031 semantic_segmentation INFO: Iters: 66220/150000 || Lr: 0.011841 || Task Loss: 0.3405 || KD Loss: 0.0807|| 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, 7:08:59 || Estimated Time: 1 day, 15:24:35
2023-07-25 17:55:31,384 semantic_segmentation INFO: Iters: 66230/150000 || Lr: 0.011839 || Task Loss: 0.5595 || KD Loss: 0.1654|| 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, 7:09:15 || Estimated Time: 1 day, 15:24:17
2023-07-25 17:55:47,754 semantic_segmentation INFO: Iters: 66240/150000 || Lr: 0.011838 || Task Loss: 0.5037 || KD Loss: 0.1168|| 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, 7:09:32 || Estimated Time: 1 day, 15:24:00
2023-07-25 17:56:04,073 semantic_segmentation INFO: Iters: 66250/150000 || Lr: 0.011837 || Task Loss: 0.2911 || KD Loss: 0.0386|| 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, 7:09:48 || Estimated Time: 1 day, 15:23:42
2023-07-25 17:56:20,445 semantic_segmentation INFO: Iters: 66260/150000 || Lr: 0.011836 || Task Loss: 0.3693 || KD Loss: 0.0816|| 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, 7:10:04 || Estimated Time: 1 day, 15:23:24
2023-07-25 17:56:36,818 semantic_segmentation INFO: Iters: 66270/150000 || Lr: 0.011834 || Task Loss: 0.3085 || KD Loss: 0.0818|| 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, 7:10:21 || Estimated Time: 1 day, 15:23:07
2023-07-25 17:56:53,223 semantic_segmentation INFO: Iters: 66280/150000 || Lr: 0.011833 || Task Loss: 0.3656 || KD Loss: 0.0827|| 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, 7:10:37 || Estimated Time: 1 day, 15:22:49
2023-07-25 17:57:09,621 semantic_segmentation INFO: Iters: 66290/150000 || Lr: 0.011832 || Task Loss: 0.5797 || KD Loss: 0.1163|| 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: 1 day, 7:10:54 || Estimated Time: 1 day, 15:22:32
2023-07-25 17:57:25,978 semantic_segmentation INFO: Iters: 66300/150000 || Lr: 0.011831 || Task Loss: 0.3848 || KD Loss: 0.0691|| 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, 7:11:10 || Estimated Time: 1 day, 15:22:14
2023-07-25 17:57:42,323 semantic_segmentation INFO: Iters: 66310/150000 || Lr: 0.011829 || Task Loss: 0.4743 || KD Loss: 0.0933|| 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, 7:11:26 || Estimated Time: 1 day, 15:21:56
2023-07-25 17:57:58,760 semantic_segmentation INFO: Iters: 66320/150000 || Lr: 0.011828 || Task Loss: 0.3446 || KD Loss: 0.0521|| 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, 7:11:43 || Estimated Time: 1 day, 15:21:39
2023-07-25 17:58:15,153 semantic_segmentation INFO: Iters: 66330/150000 || Lr: 0.011827 || Task Loss: 0.6332 || KD Loss: 0.1605|| 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, 7:11:59 || Estimated Time: 1 day, 15:21:21
2023-07-25 17:58:31,652 semantic_segmentation INFO: Iters: 66340/150000 || Lr: 0.011825 || Task Loss: 0.3125 || KD Loss: 0.0636|| 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, 7:12:16 || Estimated Time: 1 day, 15:21:04
2023-07-25 17:58:48,104 semantic_segmentation INFO: Iters: 66350/150000 || Lr: 0.011824 || Task Loss: 0.4688 || KD Loss: 0.1194|| 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, 7:12:32 || Estimated Time: 1 day, 15:20:46
2023-07-25 17:59:04,500 semantic_segmentation INFO: Iters: 66360/150000 || Lr: 0.011823 || Task Loss: 0.4329 || 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, 7:12:48 || Estimated Time: 1 day, 15:20:28
2023-07-25 17:59:21,092 semantic_segmentation INFO: Iters: 66370/150000 || Lr: 0.011822 || Task Loss: 0.3155 || KD Loss: 0.0507|| 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, 7:13:05 || Estimated Time: 1 day, 15:20:11
2023-07-25 17:59:37,839 semantic_segmentation INFO: Iters: 66380/150000 || Lr: 0.011820 || Task Loss: 0.4907 || KD Loss: 0.0997|| 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, 7:13:22 || Estimated Time: 1 day, 15:19:54
2023-07-25 17:59:54,266 semantic_segmentation INFO: Iters: 66390/150000 || Lr: 0.011819 || Task Loss: 0.3125 || KD Loss: 0.0550|| 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, 7:13:38 || Estimated Time: 1 day, 15:19:36
2023-07-25 18:00:10,629 semantic_segmentation INFO: Iters: 66400/150000 || Lr: 0.011818 || Task Loss: 0.5379 || KD Loss: 0.1102|| 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, 7:13:55 || Estimated Time: 1 day, 15:19:19
2023-07-25 18:00:10,739 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 18:00:11,181 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 18:00:11,202 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.132
2023-07-25 18:00:11,214 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-25 18:00:11,228 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.164
2023-07-25 18:00:11,241 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.240
2023-07-25 18:00:11,253 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.285
2023-07-25 18:00:11,266 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.325
2023-07-25 18:00:11,280 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.328
2023-07-25 18:00:11,292 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.365
2023-07-25 18:00:11,306 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.395
2023-07-25 18:00:11,319 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.406
2023-07-25 18:00:11,333 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.452
2023-07-25 18:00:11,345 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.439
2023-07-25 18:00:11,359 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.408
2023-07-25 18:00:11,373 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.408
2023-07-25 18:00:11,385 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.403
2023-07-25 18:00:11,395 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.396
2023-07-25 18:00:11,407 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.397
2023-07-25 18:00:11,421 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.407
2023-07-25 18:00:11,436 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.451
2023-07-25 18:00:11,450 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.451
2023-07-25 18:00:11,464 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.462
2023-07-25 18:00:11,478 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.495
2023-07-25 18:00:11,493 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.497
2023-07-25 18:00:11,508 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.497
2023-07-25 18:00:11,521 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.511
2023-07-25 18:00:11,535 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.513
2023-07-25 18:00:11,546 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.514
2023-07-25 18:00:11,561 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.504
2023-07-25 18:00:11,575 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.504
2023-07-25 18:00:11,589 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.505
2023-07-25 18:00:11,604 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.506
2023-07-25 18:00:11,619 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.514
2023-07-25 18:00:11,635 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.510
2023-07-25 18:00:11,649 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.534
2023-07-25 18:00:11,663 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.534
2023-07-25 18:00:11,676 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.538
2023-07-25 18:00:11,689 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-25 18:00:11,705 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-25 18:00:11,717 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-25 18:00:11,730 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-25 18:00:11,745 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.607
2023-07-25 18:00:11,759 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.598
2023-07-25 18:00:11,771 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-25 18:00:11,786 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.601
2023-07-25 18:00:11,801 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-25 18:00:11,814 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.610
2023-07-25 18:00:11,826 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.610
2023-07-25 18:00:11,840 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-25 18:00:11,855 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.607
2023-07-25 18:00:11,870 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-25 18:00:11,884 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-25 18:00:11,897 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-25 18:00:11,912 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-25 18:00:11,926 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-25 18:00:11,939 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.602
2023-07-25 18:00:11,954 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-25 18:00:11,971 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.597
2023-07-25 18:00:11,984 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-25 18:00:11,999 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-25 18:00:12,013 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-25 18:00:12,028 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-25 18:00:12,041 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.629
2023-07-25 18:00:12,059 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-25 18:00:12,073 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-25 18:00:12,088 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-25 18:00:12,104 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-25 18:00:12,117 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.674
2023-07-25 18:00:12,132 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-25 18:00:12,147 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-25 18:00:12,162 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-25 18:00:12,175 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-25 18:00:12,190 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 18:00:12,206 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 18:00:12,220 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-25 18:00:12,234 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-25 18:00:12,249 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 18:00:12,258 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 18:00:12,272 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-25 18:00:12,288 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 18:00:12,300 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.672
2023-07-25 18:00:12,314 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-25 18:00:12,329 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.670
2023-07-25 18:00:12,343 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.914, mIoU: 0.659
2023-07-25 18:00:12,358 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.660
2023-07-25 18:00:12,373 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.663
2023-07-25 18:00:12,387 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 18:00:12,402 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.661
2023-07-25 18:00:12,417 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.657
2023-07-25 18:00:12,430 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.657
2023-07-25 18:00:12,444 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.652
2023-07-25 18:00:12,460 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-25 18:00:12,475 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.654
2023-07-25 18:00:12,490 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 18:00:12,504 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.658
2023-07-25 18:00:12,519 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.916, mIoU: 0.658
2023-07-25 18:00:12,532 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-25 18:00:12,545 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-25 18:00:12,560 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 18:00:12,573 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-25 18:00:12,588 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 18:00:12,602 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 18:00:12,615 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.920, mIoU: 0.664
2023-07-25 18:00:12,630 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 18:00:12,647 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.662
2023-07-25 18:00:12,659 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 18:00:12,673 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-25 18:00:12,689 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.664
2023-07-25 18:00:12,702 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 18:00:12,715 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 18:00:12,727 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-25 18:00:12,740 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 18:00:12,755 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 18:00:12,770 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 18:00:12,785 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 18:00:12,798 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 18:00:12,810 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 18:00:12,825 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 18:00:12,838 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 18:00:12,852 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 18:00:12,867 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 18:00:12,880 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 18:00:12,893 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 18:00:12,908 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 18:00:12,923 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 18:00:12,931 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 18:00:12,942 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-25 18:00:12,958 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 18:00:12,966 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 18:00:12,979 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 18:00:12,994 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 18:00:13,009 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:00:13,022 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:00:13,037 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:00:13,050 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 18:00:13,063 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 18:00:13,078 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 18:00:13,091 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-25 18:00:13,105 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 18:00:13,118 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 18:00:13,133 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-25 18:00:13,148 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 18:00:13,163 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.922, mIoU: 0.652
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2023-07-25 18:00:15,936 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 18:00:16,240 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 18:00:16,254 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-25 18:00:16,270 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 18:00:16,383 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-25 18:00:16,426 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 18:00:16,456 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 18:00:16,599 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-25 18:00:16,628 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 18:00:16,657 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.920, mIoU: 0.656
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2023-07-25 18:00:16,713 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.919, mIoU: 0.656
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2023-07-25 18:00:16,770 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 18:00:16,782 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 18:00:16,798 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 18:00:16,811 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 18:00:16,840 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.920, mIoU: 0.655
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2023-07-25 18:00:16,870 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.920, mIoU: 0.654
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2023-07-25 18:00:16,898 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 18:00:16,913 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-25 18:00:16,929 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.921, mIoU: 0.655
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2023-07-25 18:00:16,956 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-25 18:00:17,109 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.918, mIoU: 0.651
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2023-07-25 18:00:17,191 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.918, mIoU: 0.657
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2023-07-25 18:00:17,233 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.918, mIoU: 0.659
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2023-07-25 18:00:17,318 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 18:00:17,333 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 18:00:17,348 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-25 18:00:17,363 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-25 18:00:17,378 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-25 18:00:17,464 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 18:00:17,705 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.919, mIoU: 0.661
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2023-07-25 18:00:17,807 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.920, mIoU: 0.662
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2023-07-25 18:00:17,835 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-25 18:00:17,904 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-25 18:00:17,961 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 18:00:17,984 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.921, mIoU: 0.668
2023-07-25 18:00:17,998 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-25 18:00:18,025 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-25 18:00:18,050 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-25 18:00:18,079 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.921, mIoU: 0.671
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2023-07-25 18:00:18,102 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.672
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2023-07-25 18:00:18,200 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-25 18:00:18,373 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-25 18:00:18,529 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.676
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2023-07-25 18:00:18,605 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.922, mIoU: 0.680
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2023-07-25 18:00:18,630 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.922, mIoU: 0.681
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2023-07-25 18:00:18,673 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.922, mIoU: 0.681
2023-07-25 18:00:18,682 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.922, mIoU: 0.681
2023-07-25 18:00:18,696 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,712 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,729 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,744 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,759 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,772 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,786 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,801 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,816 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,832 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,844 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,858 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,873 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,887 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,902 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:18,915 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:18,930 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,944 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,959 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,971 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:18,986 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,000 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,012 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,026 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,040 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,054 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,068 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,080 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,095 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,109 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 18:00:19,124 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:19,134 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,148 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,162 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,174 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,189 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,201 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,215 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,229 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,243 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,256 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,267 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 18:00:19,280 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,294 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:00:19,308 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,323 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,337 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,352 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,365 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,380 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,395 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,408 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,423 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,438 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,453 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,468 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,483 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,494 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,509 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,524 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,537 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,551 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,565 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,576 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,590 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,604 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,618 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,631 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,645 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:00:19,658 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:00:19,673 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:00:19,687 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:00:19,701 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:19,715 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:19,729 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:19,745 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:19,759 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:00:19,771 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:00:19,785 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 18:00:19,799 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,814 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,826 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,841 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,854 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,868 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,882 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,897 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,912 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,926 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:19,940 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:19,954 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:19,968 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:19,982 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:00:19,997 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:00:20,014 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:00:20,029 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:20,044 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:00:20,054 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:20,066 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,081 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,094 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,108 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,121 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,134 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,149 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,164 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:00:20,180 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:00:20,195 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,208 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,222 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,234 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,248 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,263 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,277 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-25 18:00:20,306 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,320 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,333 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,348 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,362 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-25 18:00:20,387 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:20,401 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-25 18:00:20,432 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,445 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:00:20,459 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:00:20,475 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,490 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:00:20,503 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:00:20,516 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,524 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,539 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,555 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,570 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,585 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,600 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,614 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,629 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 18:00:20,670 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:00:20,684 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 18:00:20,698 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,712 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,724 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 18:00:20,764 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 18:00:20,789 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:00:20,802 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-25 18:00:20,831 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:00:20,842 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 18:00:20,894 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 18:00:21,096 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 18:00:21,109 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 18:00:21,182 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 18:00:21,209 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,224 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,238 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,250 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,264 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,277 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,290 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,304 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,317 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,332 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,345 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,359 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,374 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,386 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,399 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,414 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,428 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,443 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,457 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:00:21,469 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,481 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,495 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,507 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:00:21,521 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 18:00:21,538 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 18:00:21,550 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:21,565 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,577 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,592 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,606 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,619 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,632 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,646 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,661 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,674 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,689 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,703 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,717 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,729 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,745 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,761 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,777 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,790 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,804 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,816 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,831 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,844 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,857 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,871 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,886 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,898 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,913 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:21,928 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,943 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,958 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,971 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,983 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:21,997 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,010 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,023 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,036 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,051 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,064 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,077 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,091 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,106 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,121 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,137 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,150 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,163 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,178 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,193 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,208 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,223 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,235 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,248 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,259 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,274 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,290 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,304 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,317 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,328 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,340 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,354 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,368 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,381 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,395 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,408 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,423 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,437 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,452 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,465 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,479 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,494 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:22,507 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,523 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,538 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,553 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,568 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,583 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,598 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,611 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,624 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,638 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,652 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,664 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,677 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,689 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,704 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:22,717 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,732 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,746 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,757 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,770 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,786 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,800 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,812 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,827 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,840 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,853 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,866 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:22,881 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:22,894 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:22,907 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:22,918 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:22,933 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 18:00:22,947 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 18:00:22,961 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 18:00:22,974 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:22,988 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 18:00:23,002 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 18:00:23,017 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 18:00:23,031 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,044 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,059 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,071 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,086 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,100 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,113 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:23,128 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,141 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,156 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,171 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,187 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,201 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,215 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,229 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,242 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,257 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,271 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,286 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,300 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,309 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,323 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,335 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,349 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,363 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,378 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,390 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,405 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,419 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,433 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,448 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:00:23,463 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,476 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,491 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,506 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,521 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:23,533 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,548 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,562 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,577 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,590 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,605 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,619 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,632 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:23,646 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,660 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,672 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,687 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,700 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,713 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,728 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,742 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,756 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,771 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,786 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,799 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,811 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,826 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,838 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,851 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,865 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,880 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,895 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,910 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,923 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,936 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,952 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,967 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,980 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:23,994 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:24,007 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:24,023 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 18:00:24,036 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,052 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 18:00:24,067 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 18:00:24,081 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,090 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,105 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,121 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,133 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 18:00:24,147 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,161 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,176 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,189 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,204 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,218 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 18:00:24,233 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:00:24,247 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,261 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,277 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,292 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,304 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,319 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:24,333 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:00:24,346 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,358 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,373 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 18:00:24,387 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,401 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,408 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,421 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,433 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 18:00:24,445 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 18:00:24,456 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 18:00:24,471 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 18:00:24,486 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 18:00:24,501 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 18:00:24,513 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,526 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,540 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,551 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,566 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,579 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,594 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,609 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,624 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,639 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,650 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,662 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,676 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,691 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,704 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,718 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,730 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,740 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,750 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,762 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,773 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,787 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,800 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,814 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,829 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 18:00:24,843 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,856 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,871 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:24,885 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:24,899 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:24,914 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:24,928 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:24,941 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,956 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,971 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,983 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:24,995 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,010 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,022 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,037 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,049 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,064 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,079 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 18:00:25,097 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:25,112 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:25,125 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:25,141 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:25,155 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 18:00:25,170 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 18:00:25,186 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 18:00:25,199 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 18:00:25,212 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 18:00:25,227 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 18:00:25,241 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 18:00:25,256 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 18:00:25,270 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 18:00:25,284 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,299 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,312 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,326 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,338 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,353 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,362 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,374 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,388 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,399 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,413 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,427 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,441 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,455 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,469 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,484 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,498 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,510 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,524 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,536 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,550 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,565 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,577 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,591 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,604 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,618 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,633 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,648 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 18:00:25,662 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 18:00:25,676 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 18:00:25,690 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 18:00:25,703 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 18:00:25,718 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,732 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,745 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,761 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,776 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,791 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,804 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,819 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,834 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,850 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,865 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,879 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,891 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,905 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,919 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,934 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:25,948 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,962 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 18:00:25,977 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:25,990 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,004 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,019 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,033 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,047 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,061 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,073 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,087 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,102 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,117 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 18:00:26,129 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 18:00:26,143 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,157 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,173 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,186 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,200 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,215 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,229 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,243 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,258 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,272 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,285 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,300 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,316 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,329 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,344 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,357 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,365 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,380 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,395 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,408 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,423 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,438 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,451 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,464 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,479 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,493 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,507 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,523 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,536 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,552 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:26,566 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,578 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,592 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 18:00:26,606 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:26,620 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:26,632 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:26,644 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:26,658 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:26,672 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,687 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,702 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,715 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,730 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,744 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,757 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,772 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,788 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,802 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,818 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,833 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:26,847 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:26,862 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,876 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,891 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,903 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,918 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,930 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,942 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,954 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,968 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,981 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:26,995 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,009 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,019 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,031 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,046 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,060 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,072 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,086 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,100 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,114 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,127 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,141 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,156 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,169 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,184 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,196 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,209 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,224 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,238 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,252 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,267 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,280 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,294 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,309 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,321 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 18:00:27,336 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,350 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,365 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,380 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,392 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,405 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,420 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,434 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 18:00:27,448 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,461 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.927, mIoU: 0.696
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2023-07-25 18:00:27,491 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,505 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,515 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,529 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,544 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,559 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,574 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,586 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,601 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,615 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 18:00:27,627 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:27,642 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,656 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:27,671 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,686 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,701 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,715 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,729 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:27,743 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:27,756 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:27,769 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,784 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,799 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,811 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,826 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,839 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,853 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,868 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,882 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,894 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:27,909 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:27,924 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 18:00:27,939 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:27,951 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:27,966 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:27,980 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:27,991 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:28,006 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:28,021 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 18:00:28,036 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:28,049 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 18:00:28,061 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,076 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,090 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,105 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,118 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,133 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,145 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:28,157 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,171 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,185 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,200 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:28,213 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,229 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,241 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,255 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,268 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,281 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,295 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,307 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,319 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,334 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,349 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,364 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,377 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,389 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,404 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:28,418 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,431 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,444 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,458 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,473 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,487 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,501 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,515 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,530 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,543 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,557 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,571 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,584 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,598 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,613 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,627 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,642 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,656 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:28,670 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 18:00:28,685 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 18:00:28,699 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 18:00:28,713 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 18:00:28,728 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,742 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,756 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:28,771 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,785 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,798 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,810 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,824 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,840 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,854 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,868 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,883 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,897 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,911 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:28,926 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,940 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,954 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,967 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,980 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:28,993 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,006 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,019 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,034 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,049 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,062 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:29,075 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,090 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,101 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,114 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,129 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,144 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,158 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,173 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,186 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,201 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:29,216 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,228 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,244 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,258 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,273 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,286 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,301 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,315 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:29,329 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,344 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,356 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,370 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,384 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,399 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,413 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,425 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,440 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,454 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,468 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,483 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,497 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,512 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,526 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,536 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,550 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,563 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,575 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,591 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,606 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,619 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,631 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,644 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,657 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,671 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,686 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,700 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,715 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,728 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,742 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,757 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,770 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,784 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,798 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,810 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,825 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,836 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,852 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,867 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 18:00:29,882 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,896 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,908 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,920 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,934 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 18:00:29,948 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,961 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,974 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:29,987 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,002 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,016 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,031 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,044 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,058 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,075 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,090 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,105 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,120 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,128 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,143 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,155 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,168 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,183 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,197 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 18:00:30,211 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,225 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,240 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,254 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:30,269 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,281 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,295 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 18:00:30,310 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 18:00:30,324 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,339 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,353 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,368 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,380 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,394 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,409 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,423 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,435 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,448 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,462 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,477 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,491 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,505 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,519 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,533 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,547 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,560 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,574 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,586 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,601 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,616 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,631 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,646 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,659 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,674 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,690 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,706 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,721 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,736 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,751 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,766 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,780 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,794 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,807 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,821 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,835 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,849 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,864 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 18:00:30,879 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,892 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,901 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,915 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 18:00:30,927 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,941 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 18:00:30,954 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,968 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,982 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:30,992 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,001 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,017 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,031 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,046 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,058 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,072 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,087 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,099 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,114 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,128 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,142 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,156 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,168 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,182 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,197 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,211 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,223 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,238 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,253 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,267 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,282 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:31,295 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:31,308 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 18:00:31,322 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 18:00:31,338 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 18:00:47,926 semantic_segmentation INFO: Iters: 66410/150000 || Lr: 0.011817 || Task Loss: 0.5128 || KD Loss: 0.0696|| 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, 7:14:32 || Estimated Time: 1 day, 15:19:27
2023-07-25 18:01:04,309 semantic_segmentation INFO: Iters: 66420/150000 || Lr: 0.011815 || Task Loss: 0.3793 || KD Loss: 0.0709|| 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, 7:14:48 || Estimated Time: 1 day, 15:19:10
2023-07-25 18:01:20,705 semantic_segmentation INFO: Iters: 66430/150000 || Lr: 0.011814 || Task Loss: 0.4145 || KD Loss: 0.0617|| 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, 7:15:05 || Estimated Time: 1 day, 15:18:52
2023-07-25 18:01:37,280 semantic_segmentation INFO: Iters: 66440/150000 || Lr: 0.011813 || Task Loss: 0.5283 || KD Loss: 0.1305|| 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, 7:15:21 || Estimated Time: 1 day, 15:18:35
2023-07-25 18:01:53,716 semantic_segmentation INFO: Iters: 66450/150000 || Lr: 0.011811 || Task Loss: 0.3480 || KD Loss: 0.0489|| 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, 7:15:38 || Estimated Time: 1 day, 15:18:17
2023-07-25 18:02:10,282 semantic_segmentation INFO: Iters: 66460/150000 || Lr: 0.011810 || Task Loss: 0.3372 || KD Loss: 0.0463|| 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, 7:15:54 || Estimated Time: 1 day, 15:18:00
2023-07-25 18:02:26,851 semantic_segmentation INFO: Iters: 66470/150000 || Lr: 0.011809 || Task Loss: 0.3228 || KD Loss: 0.0828|| 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, 7:16:11 || Estimated Time: 1 day, 15:17:42
2023-07-25 18:02:43,272 semantic_segmentation INFO: Iters: 66480/150000 || Lr: 0.011808 || Task Loss: 0.2953 || KD Loss: 0.0587|| 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, 7:16:27 || Estimated Time: 1 day, 15:17:25
2023-07-25 18:02:59,834 semantic_segmentation INFO: Iters: 66490/150000 || Lr: 0.011806 || Task Loss: 0.3460 || KD Loss: 0.0484|| 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, 7:16:44 || Estimated Time: 1 day, 15:17:07
2023-07-25 18:03:16,318 semantic_segmentation INFO: Iters: 66500/150000 || Lr: 0.011805 || Task Loss: 0.3387 || KD Loss: 0.0698|| 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, 7:17:00 || Estimated Time: 1 day, 15:16:50
2023-07-25 18:03:32,887 semantic_segmentation INFO: Iters: 66510/150000 || Lr: 0.011804 || Task Loss: 0.3322 || KD Loss: 0.0525|| 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, 7:17:17 || Estimated Time: 1 day, 15:16:33
2023-07-25 18:03:49,448 semantic_segmentation INFO: Iters: 66520/150000 || Lr: 0.011803 || Task Loss: 0.4122 || KD Loss: 0.0941|| 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, 7:17:33 || Estimated Time: 1 day, 15:16:15
2023-07-25 18:04:05,989 semantic_segmentation INFO: Iters: 66530/150000 || Lr: 0.011801 || Task Loss: 0.3023 || KD Loss: 0.0601|| 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, 7:17:50 || Estimated Time: 1 day, 15:15:58
2023-07-25 18:04:22,445 semantic_segmentation INFO: Iters: 66540/150000 || Lr: 0.011800 || Task Loss: 0.5256 || KD Loss: 0.1039|| 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, 7:18:06 || Estimated Time: 1 day, 15:15:40
2023-07-25 18:04:39,098 semantic_segmentation INFO: Iters: 66550/150000 || Lr: 0.011799 || Task Loss: 0.4595 || KD Loss: 0.0581|| 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, 7:18:23 || Estimated Time: 1 day, 15:15:23
2023-07-25 18:04:55,556 semantic_segmentation INFO: Iters: 66560/150000 || Lr: 0.011797 || Task Loss: 0.3318 || KD Loss: 0.0757|| 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, 7:18:40 || Estimated Time: 1 day, 15:15:05
2023-07-25 18:05:12,146 semantic_segmentation INFO: Iters: 66570/150000 || Lr: 0.011796 || Task Loss: 0.3684 || KD Loss: 0.0551|| 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, 7:18:56 || Estimated Time: 1 day, 15:14:48
2023-07-25 18:05:28,704 semantic_segmentation INFO: Iters: 66580/150000 || Lr: 0.011795 || Task Loss: 0.4969 || KD Loss: 0.1145|| 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, 7:19:13 || Estimated Time: 1 day, 15:14:31
2023-07-25 18:05:45,299 semantic_segmentation INFO: Iters: 66590/150000 || Lr: 0.011794 || Task Loss: 0.3293 || KD Loss: 0.0706|| 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, 7:19:29 || Estimated Time: 1 day, 15:14:13
2023-07-25 18:06:01,892 semantic_segmentation INFO: Iters: 66600/150000 || Lr: 0.011792 || Task Loss: 0.6935 || KD Loss: 0.1929|| 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, 7:19:46 || Estimated Time: 1 day, 15:13:56
2023-07-25 18:06:18,487 semantic_segmentation INFO: Iters: 66610/150000 || Lr: 0.011791 || Task Loss: 0.5616 || KD Loss: 0.2347|| 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, 7:20:02 || Estimated Time: 1 day, 15:13:39
2023-07-25 18:06:35,074 semantic_segmentation INFO: Iters: 66620/150000 || Lr: 0.011790 || Task Loss: 0.4976 || KD Loss: 0.0912|| 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, 7:20:19 || Estimated Time: 1 day, 15:13:21
2023-07-25 18:06:51,665 semantic_segmentation INFO: Iters: 66630/150000 || Lr: 0.011789 || Task Loss: 0.3850 || KD Loss: 0.0826|| 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, 7:20:36 || Estimated Time: 1 day, 15:13:04
2023-07-25 18:07:08,265 semantic_segmentation INFO: Iters: 66640/150000 || Lr: 0.011787 || Task Loss: 0.5951 || KD Loss: 0.1269|| 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, 7:20:52 || Estimated Time: 1 day, 15:12:46
2023-07-25 18:07:24,847 semantic_segmentation INFO: Iters: 66650/150000 || Lr: 0.011786 || Task Loss: 0.4668 || KD Loss: 0.0886|| 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, 7:21:09 || Estimated Time: 1 day, 15:12:29
2023-07-25 18:07:41,490 semantic_segmentation INFO: Iters: 66660/150000 || Lr: 0.011785 || Task Loss: 0.4440 || KD Loss: 0.0982|| 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, 7:21:25 || Estimated Time: 1 day, 15:12:12
2023-07-25 18:07:58,147 semantic_segmentation INFO: Iters: 66670/150000 || Lr: 0.011783 || Task Loss: 0.3555 || KD Loss: 0.0916|| 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, 7:21:42 || Estimated Time: 1 day, 15:11:54
2023-07-25 18:08:14,806 semantic_segmentation INFO: Iters: 66680/150000 || Lr: 0.011782 || Task Loss: 0.4729 || KD Loss: 0.0574|| 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, 7:21:59 || Estimated Time: 1 day, 15:11:37
2023-07-25 18:08:31,807 semantic_segmentation INFO: Iters: 66690/150000 || Lr: 0.011781 || Task Loss: 0.3707 || KD Loss: 0.0618|| 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, 7:22:16 || Estimated Time: 1 day, 15:11:20
2023-07-25 18:08:48,391 semantic_segmentation INFO: Iters: 66700/150000 || Lr: 0.011780 || Task Loss: 0.2862 || KD Loss: 0.0474|| 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, 7:22:32 || Estimated Time: 1 day, 15:11:03
2023-07-25 18:09:05,102 semantic_segmentation INFO: Iters: 66710/150000 || Lr: 0.011778 || Task Loss: 0.3491 || KD Loss: 0.0707|| 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, 7:22:49 || Estimated Time: 1 day, 15:10:46
2023-07-25 18:09:21,928 semantic_segmentation INFO: Iters: 66720/150000 || Lr: 0.011777 || Task Loss: 0.6433 || KD Loss: 0.2356|| 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, 7:23:06 || Estimated Time: 1 day, 15:10:29
2023-07-25 18:09:38,492 semantic_segmentation INFO: Iters: 66730/150000 || Lr: 0.011776 || Task Loss: 0.5113 || KD Loss: 0.0845|| 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, 7:23:22 || Estimated Time: 1 day, 15:10:11
2023-07-25 18:09:55,184 semantic_segmentation INFO: Iters: 66740/150000 || Lr: 0.011775 || Task Loss: 0.4036 || KD Loss: 0.1028|| 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, 7:23:39 || Estimated Time: 1 day, 15:09:54
2023-07-25 18:10:11,824 semantic_segmentation INFO: Iters: 66750/150000 || Lr: 0.011773 || Task Loss: 0.5435 || KD Loss: 0.1033|| 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, 7:23:56 || Estimated Time: 1 day, 15:09:37
2023-07-25 18:10:28,549 semantic_segmentation INFO: Iters: 66760/150000 || Lr: 0.011772 || Task Loss: 0.2982 || KD Loss: 0.0635|| 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, 7:24:13 || Estimated Time: 1 day, 15:09:20
2023-07-25 18:10:45,229 semantic_segmentation INFO: Iters: 66770/150000 || Lr: 0.011771 || Task Loss: 0.5002 || KD Loss: 0.1130|| 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, 7:24:29 || Estimated Time: 1 day, 15:09:02
2023-07-25 18:11:01,901 semantic_segmentation INFO: Iters: 66780/150000 || Lr: 0.011769 || Task Loss: 0.4361 || KD Loss: 0.0944|| 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, 7:24:46 || Estimated Time: 1 day, 15:08:45
2023-07-25 18:11:18,535 semantic_segmentation INFO: Iters: 66790/150000 || Lr: 0.011768 || Task Loss: 0.4089 || KD Loss: 0.1068|| 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, 7:25:03 || Estimated Time: 1 day, 15:08:28
2023-07-25 18:11:35,131 semantic_segmentation INFO: Iters: 66800/150000 || Lr: 0.011767 || Task Loss: 0.4316 || KD Loss: 0.0778|| 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, 7:25:19 || Estimated Time: 1 day, 15:08:10
2023-07-25 18:11:51,911 semantic_segmentation INFO: Iters: 66810/150000 || Lr: 0.011766 || Task Loss: 0.3186 || KD Loss: 0.0640|| 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, 7:25:36 || Estimated Time: 1 day, 15:07:53
2023-07-25 18:12:08,647 semantic_segmentation INFO: Iters: 66820/150000 || Lr: 0.011764 || Task Loss: 0.4457 || KD Loss: 0.0779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:25:53 || Estimated Time: 1 day, 15:07:36
2023-07-25 18:12:25,280 semantic_segmentation INFO: Iters: 66830/150000 || Lr: 0.011763 || Task Loss: 0.8202 || KD Loss: 0.3973|| 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, 7:26:09 || Estimated Time: 1 day, 15:07:19
2023-07-25 18:12:41,894 semantic_segmentation INFO: Iters: 66840/150000 || Lr: 0.011762 || Task Loss: 0.3931 || KD Loss: 0.0880|| 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, 7:26:26 || Estimated Time: 1 day, 15:07:01
2023-07-25 18:12:58,609 semantic_segmentation INFO: Iters: 66850/150000 || Lr: 0.011761 || Task Loss: 0.3642 || KD Loss: 0.0674|| 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, 7:26:43 || Estimated Time: 1 day, 15:06:44
2023-07-25 18:13:15,267 semantic_segmentation INFO: Iters: 66860/150000 || Lr: 0.011759 || Task Loss: 0.3216 || KD Loss: 0.0596|| 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, 7:26:59 || Estimated Time: 1 day, 15:06:27
2023-07-25 18:13:32,069 semantic_segmentation INFO: Iters: 66870/150000 || Lr: 0.011758 || Task Loss: 0.2602 || KD Loss: 0.0508|| 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, 7:27:16 || Estimated Time: 1 day, 15:06:10
2023-07-25 18:13:48,664 semantic_segmentation INFO: Iters: 66880/150000 || Lr: 0.011757 || Task Loss: 0.3986 || KD Loss: 0.0966|| 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, 7:27:33 || Estimated Time: 1 day, 15:05:52
2023-07-25 18:14:05,355 semantic_segmentation INFO: Iters: 66890/150000 || Lr: 0.011755 || Task Loss: 0.5849 || KD Loss: 0.1578|| 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, 7:27:49 || Estimated Time: 1 day, 15:05:35
2023-07-25 18:14:21,993 semantic_segmentation INFO: Iters: 66900/150000 || Lr: 0.011754 || Task Loss: 0.4896 || KD Loss: 0.0630|| 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, 7:28:06 || Estimated Time: 1 day, 15:05:18
2023-07-25 18:14:38,675 semantic_segmentation INFO: Iters: 66910/150000 || Lr: 0.011753 || Task Loss: 0.3383 || KD Loss: 0.0769|| 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, 7:28:23 || Estimated Time: 1 day, 15:05:01
2023-07-25 18:14:55,372 semantic_segmentation INFO: Iters: 66920/150000 || Lr: 0.011752 || Task Loss: 0.3943 || KD Loss: 0.0701|| 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, 7:28:39 || Estimated Time: 1 day, 15:04:43
2023-07-25 18:15:14,688 semantic_segmentation INFO: Iters: 66930/150000 || Lr: 0.011750 || Task Loss: 0.3798 || KD Loss: 0.0678|| 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, 7:28:59 || Estimated Time: 1 day, 15:04:29
2023-07-25 18:15:32,284 semantic_segmentation INFO: Iters: 66940/150000 || Lr: 0.011749 || Task Loss: 0.5303 || KD Loss: 0.1613|| 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, 7:29:16 || Estimated Time: 1 day, 15:04:13
2023-07-25 18:15:48,847 semantic_segmentation INFO: Iters: 66950/150000 || Lr: 0.011748 || Task Loss: 0.3895 || KD Loss: 0.0486|| 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, 7:29:33 || Estimated Time: 1 day, 15:03:56
2023-07-25 18:16:05,496 semantic_segmentation INFO: Iters: 66960/150000 || Lr: 0.011747 || Task Loss: 0.3424 || KD Loss: 0.0494|| 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, 7:29:49 || Estimated Time: 1 day, 15:03:39
2023-07-25 18:16:22,099 semantic_segmentation INFO: Iters: 66970/150000 || Lr: 0.011745 || Task Loss: 0.4208 || KD Loss: 0.1006|| 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, 7:30:06 || Estimated Time: 1 day, 15:03:21
2023-07-25 18:16:38,844 semantic_segmentation INFO: Iters: 66980/150000 || Lr: 0.011744 || Task Loss: 0.5300 || KD Loss: 0.0921|| 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, 7:30:23 || Estimated Time: 1 day, 15:03:04
2023-07-25 18:16:55,490 semantic_segmentation INFO: Iters: 66990/150000 || Lr: 0.011743 || Task Loss: 0.4263 || KD Loss: 0.1017|| 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, 7:30:39 || Estimated Time: 1 day, 15:02:47
2023-07-25 18:17:12,437 semantic_segmentation INFO: Iters: 67000/150000 || Lr: 0.011741 || Task Loss: 0.4875 || KD Loss: 0.1185|| 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, 7:30:56 || Estimated Time: 1 day, 15:02:30
2023-07-25 18:17:29,132 semantic_segmentation INFO: Iters: 67010/150000 || Lr: 0.011740 || Task Loss: 0.3652 || KD Loss: 0.0888|| 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, 7:31:13 || Estimated Time: 1 day, 15:02:13
2023-07-25 18:17:45,792 semantic_segmentation INFO: Iters: 67020/150000 || Lr: 0.011739 || Task Loss: 0.6146 || KD Loss: 0.1671|| 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, 7:31:30 || Estimated Time: 1 day, 15:01:55
2023-07-25 18:18:02,998 semantic_segmentation INFO: Iters: 67030/150000 || Lr: 0.011738 || Task Loss: 0.6066 || KD Loss: 0.1675|| 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, 7:31:47 || Estimated Time: 1 day, 15:01:39
2023-07-25 18:18:19,659 semantic_segmentation INFO: Iters: 67040/150000 || Lr: 0.011736 || Task Loss: 0.4999 || KD Loss: 0.1015|| 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, 7:32:04 || Estimated Time: 1 day, 15:01:22
2023-07-25 18:18:36,380 semantic_segmentation INFO: Iters: 67050/150000 || Lr: 0.011735 || Task Loss: 0.3866 || KD Loss: 0.0952|| 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, 7:32:20 || Estimated Time: 1 day, 15:01:04
2023-07-25 18:18:53,202 semantic_segmentation INFO: Iters: 67060/150000 || Lr: 0.011734 || Task Loss: 0.7685 || KD Loss: 0.2461|| 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: 1 day, 7:32:37 || Estimated Time: 1 day, 15:00:47
2023-07-25 18:19:09,887 semantic_segmentation INFO: Iters: 67070/150000 || Lr: 0.011733 || Task Loss: 0.4594 || KD Loss: 0.0925|| 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, 7:32:54 || Estimated Time: 1 day, 15:00:30
2023-07-25 18:19:26,578 semantic_segmentation INFO: Iters: 67080/150000 || Lr: 0.011731 || Task Loss: 0.4286 || KD Loss: 0.0916|| 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, 7:33:11 || Estimated Time: 1 day, 15:00:13
2023-07-25 18:19:43,198 semantic_segmentation INFO: Iters: 67090/150000 || Lr: 0.011730 || Task Loss: 0.3599 || KD Loss: 0.0600|| 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, 7:33:27 || Estimated Time: 1 day, 14:59:56
2023-07-25 18:19:59,947 semantic_segmentation INFO: Iters: 67100/150000 || Lr: 0.011729 || Task Loss: 0.4986 || KD Loss: 0.0783|| 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, 7:33:44 || Estimated Time: 1 day, 14:59:38
2023-07-25 18:20:17,138 semantic_segmentation INFO: Iters: 67110/150000 || Lr: 0.011727 || Task Loss: 0.4153 || KD Loss: 0.0753|| 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, 7:34:01 || Estimated Time: 1 day, 14:59:22
2023-07-25 18:20:33,734 semantic_segmentation INFO: Iters: 67120/150000 || Lr: 0.011726 || Task Loss: 0.3455 || KD Loss: 0.0813|| 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, 7:34:18 || Estimated Time: 1 day, 14:59:04
2023-07-25 18:20:50,299 semantic_segmentation INFO: Iters: 67130/150000 || Lr: 0.011725 || Task Loss: 0.3924 || KD Loss: 0.0664|| 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, 7:34:34 || Estimated Time: 1 day, 14:58:47
2023-07-25 18:21:06,936 semantic_segmentation INFO: Iters: 67140/150000 || Lr: 0.011724 || Task Loss: 0.3246 || KD Loss: 0.0519|| 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, 7:34:51 || Estimated Time: 1 day, 14:58:30
2023-07-25 18:21:23,525 semantic_segmentation INFO: Iters: 67150/150000 || Lr: 0.011722 || Task Loss: 0.5061 || KD Loss: 0.1007|| 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, 7:35:08 || Estimated Time: 1 day, 14:58:12
2023-07-25 18:21:39,917 semantic_segmentation INFO: Iters: 67160/150000 || Lr: 0.011721 || Task Loss: 0.3662 || KD Loss: 0.0796|| 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, 7:35:24 || Estimated Time: 1 day, 14:57:55
2023-07-25 18:21:56,496 semantic_segmentation INFO: Iters: 67170/150000 || Lr: 0.011720 || Task Loss: 0.3329 || KD Loss: 0.0802|| 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, 7:35:40 || Estimated Time: 1 day, 14:57:37
2023-07-25 18:22:12,871 semantic_segmentation INFO: Iters: 67180/150000 || Lr: 0.011719 || Task Loss: 0.3341 || KD Loss: 0.0611|| 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, 7:35:57 || Estimated Time: 1 day, 14:57:20
2023-07-25 18:22:29,258 semantic_segmentation INFO: Iters: 67190/150000 || Lr: 0.011717 || Task Loss: 0.5128 || KD Loss: 0.1093|| 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: 1 day, 7:36:13 || Estimated Time: 1 day, 14:57:02
2023-07-25 18:22:45,782 semantic_segmentation INFO: Iters: 67200/150000 || Lr: 0.011716 || Task Loss: 0.4915 || KD Loss: 0.0789|| 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 day, 7:36:30 || Estimated Time: 1 day, 14:56:45
2023-07-25 18:22:45,896 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 18:22:46,343 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.088
2023-07-25 18:22:46,364 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-25 18:22:46,377 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.172
2023-07-25 18:22:46,391 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-25 18:22:46,404 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.244
2023-07-25 18:22:46,416 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.290
2023-07-25 18:22:46,430 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.335
2023-07-25 18:22:46,443 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.340
2023-07-25 18:22:46,458 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.377
2023-07-25 18:22:46,473 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.416
2023-07-25 18:22:46,487 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.477
2023-07-25 18:22:46,501 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.523
2023-07-25 18:22:46,513 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.492
2023-07-25 18:22:46,527 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.473
2023-07-25 18:22:46,541 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.467
2023-07-25 18:22:46,553 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.462
2023-07-25 18:22:46,564 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.922, mIoU: 0.455
2023-07-25 18:22:46,576 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.455
2023-07-25 18:22:46,589 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.448
2023-07-25 18:22:46,604 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.488
2023-07-25 18:22:46,618 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.916, mIoU: 0.467
2023-07-25 18:22:46,632 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.919, mIoU: 0.479
2023-07-25 18:22:46,646 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.511
2023-07-25 18:22:46,661 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.513
2023-07-25 18:22:46,676 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.512
2023-07-25 18:22:46,689 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.921, mIoU: 0.516
2023-07-25 18:22:46,702 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.516
2023-07-25 18:22:46,713 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.516
2023-07-25 18:22:46,727 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.918, mIoU: 0.506
2023-07-25 18:22:46,741 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.507
2023-07-25 18:22:46,754 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.513
2023-07-25 18:22:46,768 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.513
2023-07-25 18:22:46,782 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.516
2023-07-25 18:22:46,796 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.927, mIoU: 0.511
2023-07-25 18:22:46,810 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-25 18:22:46,824 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.914, mIoU: 0.515
2023-07-25 18:22:46,836 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-25 18:22:46,848 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.918, mIoU: 0.562
2023-07-25 18:22:46,863 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.570
2023-07-25 18:22:46,875 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.568
2023-07-25 18:22:46,887 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.598
2023-07-25 18:22:46,901 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.598
2023-07-25 18:22:46,915 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-25 18:22:46,927 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.592
2023-07-25 18:22:46,941 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.596
2023-07-25 18:22:46,955 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.598
2023-07-25 18:22:46,968 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-25 18:22:46,980 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-25 18:22:46,993 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-25 18:22:47,008 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-25 18:22:47,023 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.592
2023-07-25 18:22:47,038 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-25 18:22:47,050 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.589
2023-07-25 18:22:47,065 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-25 18:22:47,080 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.592
2023-07-25 18:22:47,092 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-25 18:22:47,107 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-25 18:22:47,123 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-25 18:22:47,136 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-25 18:22:47,150 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.616
2023-07-25 18:22:47,163 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-25 18:22:47,178 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-25 18:22:47,190 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-25 18:22:47,208 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-25 18:22:47,221 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.621
2023-07-25 18:22:47,235 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-25 18:22:47,250 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-25 18:22:47,263 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.647
2023-07-25 18:22:47,277 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-25 18:22:47,292 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-25 18:22:47,308 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-25 18:22:47,320 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.675
2023-07-25 18:22:47,335 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-25 18:22:47,350 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.674
2023-07-25 18:22:47,364 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-25 18:22:47,379 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-25 18:22:47,394 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-25 18:22:47,403 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-25 18:22:47,418 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 18:22:47,434 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 18:22:47,447 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 18:22:47,462 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-25 18:22:47,478 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-25 18:22:47,494 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.912, mIoU: 0.643
2023-07-25 18:22:47,510 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-25 18:22:47,525 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.647
2023-07-25 18:22:47,539 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.646
2023-07-25 18:22:47,554 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.915, mIoU: 0.650
2023-07-25 18:22:47,568 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 18:22:47,581 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.915, mIoU: 0.659
2023-07-25 18:22:47,595 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.660
2023-07-25 18:22:47,610 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-25 18:22:47,625 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.915, mIoU: 0.663
2023-07-25 18:22:47,639 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.915, mIoU: 0.672
2023-07-25 18:22:47,653 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.670
2023-07-25 18:22:47,667 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.670
2023-07-25 18:22:47,680 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.915, mIoU: 0.670
2023-07-25 18:22:47,692 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.916, mIoU: 0.671
2023-07-25 18:22:47,707 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.669
2023-07-25 18:22:47,719 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.672
2023-07-25 18:22:47,733 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.917, mIoU: 0.671
2023-07-25 18:22:47,748 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.670
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2023-07-25 18:22:47,874 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.673
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2023-07-25 18:22:47,902 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 18:22:47,917 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 18:22:47,932 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:22:47,945 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-25 18:22:47,958 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.669
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2023-07-25 18:22:47,984 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.920, mIoU: 0.666
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2023-07-25 18:22:48,074 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.664
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2023-07-25 18:22:48,100 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.916, mIoU: 0.649
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2023-07-25 18:22:48,121 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.917, mIoU: 0.653
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2023-07-25 18:22:48,150 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.918, mIoU: 0.654
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2023-07-25 18:22:48,178 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 18:22:48,191 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-25 18:22:48,220 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 18:22:48,234 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.918, mIoU: 0.656
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2023-07-25 18:22:48,433 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.676
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2023-07-25 18:22:48,603 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 18:22:48,615 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:22:48,628 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 18:22:48,640 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 18:22:48,655 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.920, mIoU: 0.668
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2023-07-25 18:22:48,684 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.663
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2023-07-25 18:22:48,798 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.917, mIoU: 0.657
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2023-07-25 18:22:49,988 semantic_segmentation INFO: Sample: 262, Validation pixAcc: 0.917, mIoU: 0.667
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2023-07-25 18:22:52,736 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 18:22:52,751 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.917, mIoU: 0.662
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2023-07-25 18:22:52,790 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.916, mIoU: 0.661
2023-07-25 18:22:52,800 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 18:22:52,813 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.916, mIoU: 0.662
2023-07-25 18:22:52,825 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 18:22:52,840 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.917, mIoU: 0.662
2023-07-25 18:22:52,853 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 18:22:52,867 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 18:22:52,883 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 18:22:52,898 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 18:22:52,912 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 18:22:52,927 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.917, mIoU: 0.664
2023-07-25 18:22:52,940 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-25 18:22:52,954 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 18:22:52,969 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.917, mIoU: 0.665
2023-07-25 18:22:52,982 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 18:22:52,997 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 18:22:53,008 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 18:22:53,023 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 18:22:53,037 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-25 18:22:53,051 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 18:22:53,065 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.667
2023-07-25 18:22:53,080 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.669
2023-07-25 18:22:53,090 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.669
2023-07-25 18:22:53,102 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.669
2023-07-25 18:22:53,117 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 18:22:53,131 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.670
2023-07-25 18:22:53,143 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,156 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-25 18:22:53,169 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-25 18:22:53,183 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-25 18:22:53,198 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 18:22:53,212 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 18:22:53,221 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 18:22:53,235 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 18:22:53,249 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:22:53,262 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 18:22:53,277 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 18:22:53,292 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 18:22:53,306 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:22:53,322 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:22:53,335 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:22:53,351 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 18:22:53,367 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 18:22:53,382 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 18:22:53,398 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-25 18:22:53,412 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-25 18:22:53,424 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-25 18:22:53,439 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 18:22:53,454 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 18:22:53,468 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 18:22:53,482 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-25 18:22:53,497 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 18:22:53,512 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-25 18:22:53,527 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-25 18:22:53,539 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-25 18:22:53,556 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-25 18:22:53,572 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.918, mIoU: 0.669
2023-07-25 18:22:53,586 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-25 18:22:53,601 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,615 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,628 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,642 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,657 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.918, mIoU: 0.671
2023-07-25 18:22:53,670 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.918, mIoU: 0.673
2023-07-25 18:22:53,684 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.918, mIoU: 0.674
2023-07-25 18:22:53,696 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:53,711 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:53,724 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:53,735 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,748 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,763 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,778 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,793 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,809 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,818 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,832 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,847 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,863 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,878 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,892 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,905 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:53,918 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:53,932 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:53,946 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:53,961 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:53,973 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:53,986 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,000 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,013 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,028 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,040 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,054 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,069 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:54,084 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:54,096 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:54,111 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,126 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.918, mIoU: 0.678
2023-07-25 18:22:54,138 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.918, mIoU: 0.678
2023-07-25 18:22:54,153 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,167 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,181 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,196 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,208 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,223 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,238 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,254 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,264 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 18:22:54,278 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,294 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,306 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,321 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-25 18:22:54,334 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,349 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,365 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,380 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.918, mIoU: 0.675
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2023-07-25 18:22:54,405 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.917, mIoU: 0.674
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2023-07-25 18:22:54,464 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-25 18:22:54,479 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-25 18:22:54,494 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-25 18:22:54,507 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.676
2023-07-25 18:22:54,521 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,536 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,548 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,563 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,578 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,593 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,607 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,621 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,632 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.918, mIoU: 0.675
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2023-07-25 18:22:54,660 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,673 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,687 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,701 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,713 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,727 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.918, mIoU: 0.675
2023-07-25 18:22:54,741 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,755 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,767 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,782 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,796 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,811 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.918, mIoU: 0.676
2023-07-25 18:22:54,825 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.677
2023-07-25 18:22:54,840 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,855 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,869 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,883 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,897 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:54,910 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.919, mIoU: 0.677
2023-07-25 18:22:54,925 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.919, mIoU: 0.679
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2023-07-25 18:22:55,000 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.919, mIoU: 0.679
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2023-07-25 18:22:55,031 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,047 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,063 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.919, mIoU: 0.680
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2023-07-25 18:22:55,094 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.919, mIoU: 0.681
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2023-07-25 18:22:55,123 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.919, mIoU: 0.682
2023-07-25 18:22:55,137 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.919, mIoU: 0.682
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2023-07-25 18:22:55,205 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,217 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.919, mIoU: 0.679
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2023-07-25 18:22:55,243 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.919, mIoU: 0.678
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2023-07-25 18:22:55,269 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.919, mIoU: 0.679
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2023-07-25 18:22:55,339 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.919, mIoU: 0.680
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2023-07-25 18:22:55,473 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:55,487 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.919, mIoU: 0.678
2023-07-25 18:22:55,500 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,512 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,525 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,538 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,553 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,567 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,581 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,597 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,612 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,626 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,638 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,651 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,659 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.919, mIoU: 0.679
2023-07-25 18:22:55,673 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,688 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,702 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,716 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.919, mIoU: 0.680
2023-07-25 18:22:55,731 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,745 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,760 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,774 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,787 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,802 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,815 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,830 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.920, mIoU: 0.680
2023-07-25 18:22:55,844 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 18:22:55,856 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 18:22:55,869 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 18:22:55,881 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 18:22:55,894 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 18:22:55,907 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 18:22:55,920 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 18:22:55,933 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 18:22:55,947 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.920, mIoU: 0.684
2023-07-25 18:22:55,963 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.920, mIoU: 0.684
2023-07-25 18:22:55,975 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.920, mIoU: 0.684
2023-07-25 18:22:55,990 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.920, mIoU: 0.684
2023-07-25 18:22:56,003 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,015 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,030 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,045 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,060 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,075 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,090 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,105 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,118 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,133 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,148 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,164 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 18:22:56,179 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,194 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:56,209 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,221 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:56,234 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:56,246 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,260 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,276 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,288 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,302 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,316 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:56,330 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,344 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,358 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,373 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,385 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,400 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,413 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,426 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,441 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,455 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,470 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,483 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,499 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,514 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,526 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,539 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,555 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,570 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,585 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,601 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-25 18:22:56,614 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,628 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,642 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,655 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,670 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,687 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,700 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,715 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,728 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,743 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,758 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,771 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,784 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,799 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,814 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,827 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,842 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,857 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,871 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:56,884 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,899 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,913 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,930 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:56,942 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:56,956 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,969 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,985 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:56,998 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,011 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,026 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,041 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,054 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,069 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,085 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,100 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,116 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,129 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,141 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,155 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,168 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,181 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,194 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,209 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,222 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,234 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,248 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,263 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,278 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,293 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,306 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,319 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,333 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,348 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,362 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,377 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,390 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,403 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,415 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,430 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,446 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,460 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,474 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,485 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,498 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,512 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,527 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,539 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,554 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,567 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,582 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,594 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,609 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,623 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,638 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,652 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,664 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,679 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,693 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,707 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,722 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,736 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,750 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,764 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,777 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,792 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,807 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,820 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,833 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,846 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:57,862 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:57,875 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,892 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,906 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,918 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,932 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,948 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,962 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:57,975 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:57,990 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:58,004 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:58,017 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:58,031 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:58,046 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:58,060 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,072 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,083 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,100 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-25 18:22:58,114 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:58,128 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:58,141 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-25 18:22:58,155 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:58,169 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 18:22:58,184 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,198 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,211 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,225 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,238 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,253 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 18:22:58,267 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,279 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,295 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,308 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,322 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,337 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,351 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,365 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,380 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,394 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,408 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,424 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.922, mIoU: 0.689
2023-07-25 18:22:58,439 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.922, mIoU: 0.689
2023-07-25 18:22:58,454 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,468 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,478 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,492 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,505 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,520 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,534 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,549 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,562 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,576 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,590 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,604 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,620 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,637 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,650 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,665 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,680 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,695 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,707 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,722 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,737 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,752 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,765 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,779 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,794 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,807 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,821 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,835 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,847 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,861 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,873 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,887 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,901 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,915 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:58,929 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 18:22:58,944 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,958 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,971 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,983 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:58,997 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,010 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,024 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,038 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,053 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,068 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,084 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,097 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,110 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,126 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,141 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,154 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,169 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,182 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,197 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,211 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,227 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,241 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,255 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,264 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,279 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,294 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,307 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,321 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,335 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,349 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,362 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 18:22:59,375 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,389 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 18:22:59,404 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:22:59,418 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,432 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,447 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,462 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,474 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,489 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,503 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,516 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,528 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,542 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,557 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,571 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,578 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,591 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:22:59,603 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,615 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,626 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,641 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,656 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,670 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.923, mIoU: 0.687
2023-07-25 18:22:59,681 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,694 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 18:22:59,707 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,718 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,732 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 18:22:59,745 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:59,759 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 18:22:59,773 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,787 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,802 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,813 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,825 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,840 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,855 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,870 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,885 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,898 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,908 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,920 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:22:59,933 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,944 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,959 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,972 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:22:59,987 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,003 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,019 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,033 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,047 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,061 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,075 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,090 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,105 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,118 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,132 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,147 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,159 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,171 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,185 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,197 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,212 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,224 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,238 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,252 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,269 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,284 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,297 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,312 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,326 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,341 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,355 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 18:23:00,367 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:23:00,380 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:23:00,394 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:23:00,408 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:23:00,422 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 18:23:00,436 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:23:00,451 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:23:00,467 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:23:00,481 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,496 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,509 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,524 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,534 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,547 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,562 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,574 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,589 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,603 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,618 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:00,634 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,650 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,665 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,680 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,692 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,707 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,719 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,733 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,748 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,760 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,774 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,787 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,802 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,816 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,831 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,845 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:00,860 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,873 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,891 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,906 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,919 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,932 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,948 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,963 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 18:23:00,978 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:00,991 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 18:23:01,004 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,020 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,036 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:23:01,051 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:23:01,065 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,077 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,091 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,105 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,119 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,133 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,147 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,161 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,174 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,188 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,202 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,216 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,229 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,243 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,255 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,269 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,283 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 18:23:01,299 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,311 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 18:23:01,325 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,339 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,354 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,366 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,381 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,395 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,408 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.922, mIoU: 0.683
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2023-07-25 18:23:01,437 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,451 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,463 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,477 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,493 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,505 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,519 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,531 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 18:23:01,540 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.922, mIoU: 0.682
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2023-07-25 18:23:01,569 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,582 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-25 18:23:01,596 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.921, mIoU: 0.680
2023-07-25 18:23:01,610 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,623 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 18:23:01,635 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 18:23:01,649 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 18:23:01,671 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,685 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,701 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.680
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2023-07-25 18:23:01,731 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 18:23:01,745 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,758 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 18:23:01,773 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,787 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,802 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,814 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.922, mIoU: 0.680
2023-07-25 18:23:01,827 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.681
2023-07-25 18:23:01,841 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.922, mIoU: 0.681
2023-07-25 18:23:01,856 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.922, mIoU: 0.681
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2023-07-25 18:23:02,203 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.922, mIoU: 0.681
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2023-07-25 18:23:02,231 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.922, mIoU: 0.682
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2023-07-25 18:23:03,548 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 18:23:03,563 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 18:23:03,576 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,588 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,603 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 18:23:03,617 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 18:23:03,630 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 18:23:03,643 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 18:23:03,657 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.919, mIoU: 0.676
2023-07-25 18:23:03,672 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 18:23:03,686 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 18:23:03,701 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,716 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,732 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,745 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,759 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,773 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,786 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,801 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,815 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.920, mIoU: 0.677
2023-07-25 18:23:03,830 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 18:23:03,844 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.920, mIoU: 0.676
2023-07-25 18:23:03,858 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,873 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,887 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,901 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,915 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,929 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,944 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,958 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,973 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:03,987 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,000 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,013 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,027 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,042 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,054 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,069 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,083 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,098 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,112 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,126 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,141 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,155 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,168 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,181 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,193 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,207 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,219 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,234 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,248 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,261 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,273 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,288 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,299 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,312 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,327 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,342 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,356 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,371 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,384 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,398 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,413 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,425 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,440 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,455 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,471 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,484 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,498 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:04,513 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,527 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,542 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,554 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,569 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,583 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,598 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,612 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,625 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,639 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.919, mIoU: 0.675
2023-07-25 18:23:04,654 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.919, mIoU: 0.675
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2023-07-25 18:23:04,682 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.919, mIoU: 0.675
2023-07-25 18:23:04,697 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:04,739 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,752 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,765 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:04,777 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.920, mIoU: 0.675
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2023-07-25 18:23:04,807 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,821 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.920, mIoU: 0.675
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2023-07-25 18:23:04,872 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,885 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,900 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,914 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,926 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,940 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,955 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,968 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,983 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:04,997 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:05,010 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:05,025 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:05,036 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 18:23:05,051 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.920, mIoU: 0.675
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2023-07-25 18:23:05,108 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:05,135 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.919, mIoU: 0.675
2023-07-25 18:23:05,149 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,163 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:05,272 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,287 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:05,301 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.919, mIoU: 0.673
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2023-07-25 18:23:05,350 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.919, mIoU: 0.673
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2023-07-25 18:23:05,440 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.919, mIoU: 0.673
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2023-07-25 18:23:05,590 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,603 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.919, mIoU: 0.672
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2023-07-25 18:23:05,643 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.919, mIoU: 0.672
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2023-07-25 18:23:05,684 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,697 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,715 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:05,730 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:06,033 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:06,089 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,102 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.919, mIoU: 0.674
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2023-07-25 18:23:06,205 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,214 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,231 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,245 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,259 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,271 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,285 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,300 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,312 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,327 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,341 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,354 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,368 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,380 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,394 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,409 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,423 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,436 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,450 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,465 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:06,479 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,494 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,507 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 18:23:06,521 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,535 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-25 18:23:06,552 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.919, mIoU: 0.673
2023-07-25 18:23:23,002 semantic_segmentation INFO: Iters: 67210/150000 || Lr: 0.011715 || Task Loss: 0.6245 || KD Loss: 0.1374|| 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, 7:37:07 || Estimated Time: 1 day, 14:56:53
2023-07-25 18:23:39,401 semantic_segmentation INFO: Iters: 67220/150000 || Lr: 0.011713 || Task Loss: 0.4450 || KD Loss: 0.0624|| 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, 7:37:23 || Estimated Time: 1 day, 14:56:35
2023-07-25 18:23:55,785 semantic_segmentation INFO: Iters: 67230/150000 || Lr: 0.011712 || Task Loss: 0.4804 || KD Loss: 0.0810|| 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, 7:37:40 || Estimated Time: 1 day, 14:56:18
2023-07-25 18:24:12,228 semantic_segmentation INFO: Iters: 67240/150000 || Lr: 0.011711 || Task Loss: 0.3416 || KD Loss: 0.0638|| 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, 7:37:56 || Estimated Time: 1 day, 14:56:00
2023-07-25 18:24:28,640 semantic_segmentation INFO: Iters: 67250/150000 || Lr: 0.011710 || Task Loss: 0.3936 || KD Loss: 0.1023|| 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, 7:38:13 || Estimated Time: 1 day, 14:55:42
2023-07-25 18:24:45,195 semantic_segmentation INFO: Iters: 67260/150000 || Lr: 0.011708 || Task Loss: 0.3959 || KD Loss: 0.0665|| 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, 7:38:29 || Estimated Time: 1 day, 14:55:25
2023-07-25 18:25:01,626 semantic_segmentation INFO: Iters: 67270/150000 || Lr: 0.011707 || Task Loss: 0.4625 || KD Loss: 0.1340|| 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, 7:38:46 || Estimated Time: 1 day, 14:55:08
2023-07-25 18:25:18,074 semantic_segmentation INFO: Iters: 67280/150000 || Lr: 0.011706 || Task Loss: 0.4703 || KD Loss: 0.1335|| 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, 7:39:02 || Estimated Time: 1 day, 14:54:50
2023-07-25 18:25:34,659 semantic_segmentation INFO: Iters: 67290/150000 || Lr: 0.011705 || Task Loss: 0.4920 || KD Loss: 0.0901|| 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: 1 day, 7:39:19 || Estimated Time: 1 day, 14:54:33
2023-07-25 18:25:51,294 semantic_segmentation INFO: Iters: 67300/150000 || Lr: 0.011703 || Task Loss: 0.3542 || KD Loss: 0.0631|| 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, 7:39:35 || Estimated Time: 1 day, 14:54:15
2023-07-25 18:26:07,787 semantic_segmentation INFO: Iters: 67310/150000 || Lr: 0.011702 || Task Loss: 0.2963 || KD Loss: 0.0859|| 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, 7:39:52 || Estimated Time: 1 day, 14:53:58
2023-07-25 18:26:24,236 semantic_segmentation INFO: Iters: 67320/150000 || Lr: 0.011701 || Task Loss: 0.4489 || KD Loss: 0.0619|| 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, 7:40:08 || Estimated Time: 1 day, 14:53:40
2023-07-25 18:26:40,764 semantic_segmentation INFO: Iters: 67330/150000 || Lr: 0.011699 || Task Loss: 0.4520 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2692|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:25 || Estimated Time: 1 day, 14:53:23
2023-07-25 18:26:57,139 semantic_segmentation INFO: Iters: 67340/150000 || Lr: 0.011698 || Task Loss: 0.3924 || KD Loss: 0.0965|| 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, 7:40:41 || Estimated Time: 1 day, 14:53:05
2023-07-25 18:27:13,725 semantic_segmentation INFO: Iters: 67350/150000 || Lr: 0.011697 || Task Loss: 0.3375 || KD Loss: 0.0558|| 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, 7:40:58 || Estimated Time: 1 day, 14:52:48
2023-07-25 18:27:30,315 semantic_segmentation INFO: Iters: 67360/150000 || Lr: 0.011696 || Task Loss: 0.3612 || KD Loss: 0.0528|| 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, 7:41:14 || Estimated Time: 1 day, 14:52:30
2023-07-25 18:27:46,880 semantic_segmentation INFO: Iters: 67370/150000 || Lr: 0.011694 || Task Loss: 0.3272 || KD Loss: 0.0635|| 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, 7:41:31 || Estimated Time: 1 day, 14:52:13
2023-07-25 18:28:03,491 semantic_segmentation INFO: Iters: 67380/150000 || Lr: 0.011693 || Task Loss: 0.3645 || KD Loss: 0.0602|| 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, 7:41:47 || Estimated Time: 1 day, 14:51:56
2023-07-25 18:28:20,025 semantic_segmentation INFO: Iters: 67390/150000 || Lr: 0.011692 || Task Loss: 0.5085 || KD Loss: 0.1121|| 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: 1 day, 7:42:04 || Estimated Time: 1 day, 14:51:38
2023-07-25 18:28:36,467 semantic_segmentation INFO: Iters: 67400/150000 || Lr: 0.011691 || Task Loss: 0.4687 || KD Loss: 0.1498|| 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, 7:42:20 || Estimated Time: 1 day, 14:51:21
2023-07-25 18:28:53,048 semantic_segmentation INFO: Iters: 67410/150000 || Lr: 0.011689 || Task Loss: 0.6124 || KD Loss: 0.1259|| 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, 7:42:37 || Estimated Time: 1 day, 14:51:03
2023-07-25 18:29:09,628 semantic_segmentation INFO: Iters: 67420/150000 || Lr: 0.011688 || Task Loss: 0.4016 || KD Loss: 0.0667|| 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, 7:42:54 || Estimated Time: 1 day, 14:50:46
2023-07-25 18:29:26,055 semantic_segmentation INFO: Iters: 67430/150000 || Lr: 0.011687 || Task Loss: 0.4329 || KD Loss: 0.0643|| 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, 7:43:10 || Estimated Time: 1 day, 14:50:29
2023-07-25 18:29:42,601 semantic_segmentation INFO: Iters: 67440/150000 || Lr: 0.011685 || Task Loss: 0.3066 || KD Loss: 0.0602|| 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, 7:43:27 || Estimated Time: 1 day, 14:50:11
2023-07-25 18:29:59,089 semantic_segmentation INFO: Iters: 67450/150000 || Lr: 0.011684 || Task Loss: 0.4686 || 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, 7:43:43 || Estimated Time: 1 day, 14:49:54
2023-07-25 18:30:15,607 semantic_segmentation INFO: Iters: 67460/150000 || Lr: 0.011683 || Task Loss: 0.2561 || KD Loss: 0.0496|| 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, 7:44:00 || Estimated Time: 1 day, 14:49:36
2023-07-25 18:30:32,074 semantic_segmentation INFO: Iters: 67470/150000 || Lr: 0.011682 || Task Loss: 0.3668 || KD Loss: 0.0542|| 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, 7:44:16 || Estimated Time: 1 day, 14:49:19
2023-07-25 18:30:48,541 semantic_segmentation INFO: Iters: 67480/150000 || Lr: 0.011680 || Task Loss: 0.3480 || KD Loss: 0.0520|| 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, 7:44:33 || Estimated Time: 1 day, 14:49:01
2023-07-25 18:31:04,961 semantic_segmentation INFO: Iters: 67490/150000 || Lr: 0.011679 || Task Loss: 0.4523 || KD Loss: 0.0499|| 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, 7:44:49 || Estimated Time: 1 day, 14:48:44
2023-07-25 18:31:21,404 semantic_segmentation INFO: Iters: 67500/150000 || Lr: 0.011678 || Task Loss: 0.3843 || KD Loss: 0.0732|| 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, 7:45:05 || Estimated Time: 1 day, 14:48:26
2023-07-25 18:31:37,864 semantic_segmentation INFO: Iters: 67510/150000 || Lr: 0.011677 || Task Loss: 0.3438 || KD Loss: 0.0607|| 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, 7:45:22 || Estimated Time: 1 day, 14:48:09
2023-07-25 18:31:54,253 semantic_segmentation INFO: Iters: 67520/150000 || Lr: 0.011675 || Task Loss: 0.3372 || KD Loss: 0.0642|| 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, 7:45:38 || Estimated Time: 1 day, 14:47:51
2023-07-25 18:32:10,682 semantic_segmentation INFO: Iters: 67530/150000 || Lr: 0.011674 || Task Loss: 0.4759 || KD Loss: 0.1264|| 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, 7:45:55 || Estimated Time: 1 day, 14:47:33
2023-07-25 18:32:27,066 semantic_segmentation INFO: Iters: 67540/150000 || Lr: 0.011673 || Task Loss: 0.4142 || KD Loss: 0.0902|| 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, 7:46:11 || Estimated Time: 1 day, 14:47:16
2023-07-25 18:32:43,431 semantic_segmentation INFO: Iters: 67550/150000 || Lr: 0.011671 || Task Loss: 0.4661 || KD Loss: 0.1022|| 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, 7:46:27 || Estimated Time: 1 day, 14:46:58
2023-07-25 18:32:59,997 semantic_segmentation INFO: Iters: 67560/150000 || Lr: 0.011670 || Task Loss: 0.4190 || KD Loss: 0.0905|| 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, 7:46:44 || Estimated Time: 1 day, 14:46:41
2023-07-25 18:33:16,432 semantic_segmentation INFO: Iters: 67570/150000 || Lr: 0.011669 || Task Loss: 0.5354 || KD Loss: 0.1188|| 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: 1 day, 7:47:00 || Estimated Time: 1 day, 14:46:23
2023-07-25 18:33:32,915 semantic_segmentation INFO: Iters: 67580/150000 || Lr: 0.011668 || Task Loss: 0.6215 || KD Loss: 0.2143|| 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, 7:47:17 || Estimated Time: 1 day, 14:46:06
2023-07-25 18:33:49,395 semantic_segmentation INFO: Iters: 67590/150000 || Lr: 0.011666 || Task Loss: 0.5748 || KD Loss: 0.1283|| 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, 7:47:33 || Estimated Time: 1 day, 14:45:48
2023-07-25 18:34:05,781 semantic_segmentation INFO: Iters: 67600/150000 || Lr: 0.011665 || Task Loss: 0.5275 || KD Loss: 0.1008|| 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, 7:47:50 || Estimated Time: 1 day, 14:45:31
2023-07-25 18:34:22,151 semantic_segmentation INFO: Iters: 67610/150000 || Lr: 0.011664 || Task Loss: 0.6157 || KD Loss: 0.1757|| 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, 7:48:06 || Estimated Time: 1 day, 14:45:13
2023-07-25 18:34:38,565 semantic_segmentation INFO: Iters: 67620/150000 || Lr: 0.011663 || Task Loss: 0.4367 || KD Loss: 0.0876|| 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, 7:48:23 || Estimated Time: 1 day, 14:44:55
2023-07-25 18:34:54,895 semantic_segmentation INFO: Iters: 67630/150000 || Lr: 0.011661 || Task Loss: 0.3995 || KD Loss: 0.1119|| 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, 7:48:39 || Estimated Time: 1 day, 14:44:38
2023-07-25 18:35:11,317 semantic_segmentation INFO: Iters: 67640/150000 || Lr: 0.011660 || Task Loss: 0.4374 || KD Loss: 0.0742|| 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, 7:48:55 || Estimated Time: 1 day, 14:44:20
2023-07-25 18:35:27,808 semantic_segmentation INFO: Iters: 67650/150000 || Lr: 0.011659 || Task Loss: 0.3673 || KD Loss: 0.0580|| 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, 7:49:12 || Estimated Time: 1 day, 14:44:03
2023-07-25 18:35:44,178 semantic_segmentation INFO: Iters: 67660/150000 || Lr: 0.011657 || Task Loss: 0.2668 || KD Loss: 0.0432|| 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, 7:49:28 || Estimated Time: 1 day, 14:43:45
2023-07-25 18:36:00,491 semantic_segmentation INFO: Iters: 67670/150000 || Lr: 0.011656 || Task Loss: 0.6445 || KD Loss: 0.1684|| 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, 7:49:44 || Estimated Time: 1 day, 14:43:28
2023-07-25 18:36:16,930 semantic_segmentation INFO: Iters: 67680/150000 || Lr: 0.011655 || Task Loss: 0.3742 || KD Loss: 0.0476|| 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, 7:50:01 || Estimated Time: 1 day, 14:43:10
2023-07-25 18:36:33,524 semantic_segmentation INFO: Iters: 67690/150000 || Lr: 0.011654 || Task Loss: 0.3989 || KD Loss: 0.0943|| 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, 7:50:18 || Estimated Time: 1 day, 14:42:53
2023-07-25 18:36:50,046 semantic_segmentation INFO: Iters: 67700/150000 || Lr: 0.011652 || Task Loss: 0.3918 || KD Loss: 0.0475|| 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, 7:50:34 || Estimated Time: 1 day, 14:42:35
2023-07-25 18:37:06,943 semantic_segmentation INFO: Iters: 67710/150000 || Lr: 0.011651 || Task Loss: 0.4320 || KD Loss: 0.0702|| 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, 7:50:51 || Estimated Time: 1 day, 14:42:18
2023-07-25 18:37:23,453 semantic_segmentation INFO: Iters: 67720/150000 || Lr: 0.011650 || Task Loss: 0.4351 || KD Loss: 0.0927|| 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, 7:51:07 || Estimated Time: 1 day, 14:42:01
2023-07-25 18:37:40,163 semantic_segmentation INFO: Iters: 67730/150000 || Lr: 0.011648 || Task Loss: 0.3149 || KD Loss: 0.0382|| 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, 7:51:24 || Estimated Time: 1 day, 14:41:44
2023-07-25 18:37:56,790 semantic_segmentation INFO: Iters: 67740/150000 || Lr: 0.011647 || Task Loss: 0.4740 || KD Loss: 0.0951|| 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, 7:51:41 || Estimated Time: 1 day, 14:41:26
2023-07-25 18:38:13,474 semantic_segmentation INFO: Iters: 67750/150000 || Lr: 0.011646 || Task Loss: 0.2037 || KD Loss: 0.0537|| 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, 7:51:57 || Estimated Time: 1 day, 14:41:09
2023-07-25 18:38:30,113 semantic_segmentation INFO: Iters: 67760/150000 || Lr: 0.011645 || Task Loss: 0.4484 || KD Loss: 0.0857|| 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, 7:52:14 || Estimated Time: 1 day, 14:40:52
2023-07-25 18:38:49,167 semantic_segmentation INFO: Iters: 67770/150000 || Lr: 0.011643 || Task Loss: 0.4027 || KD Loss: 0.0679|| 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, 7:52:33 || Estimated Time: 1 day, 14:40:37
2023-07-25 18:39:07,056 semantic_segmentation INFO: Iters: 67780/150000 || Lr: 0.011642 || Task Loss: 0.3930 || KD Loss: 0.0621|| 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, 7:52:51 || Estimated Time: 1 day, 14:40:22
2023-07-25 18:39:23,731 semantic_segmentation INFO: Iters: 67790/150000 || Lr: 0.011641 || Task Loss: 0.3630 || KD Loss: 0.0883|| 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, 7:53:08 || Estimated Time: 1 day, 14:40:04
2023-07-25 18:39:40,447 semantic_segmentation INFO: Iters: 67800/150000 || Lr: 0.011640 || Task Loss: 0.2537 || 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: 1 day, 7:53:24 || Estimated Time: 1 day, 14:39:47
2023-07-25 18:39:57,036 semantic_segmentation INFO: Iters: 67810/150000 || Lr: 0.011638 || Task Loss: 0.2929 || KD Loss: 0.0474|| 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, 7:53:41 || Estimated Time: 1 day, 14:39:30
2023-07-25 18:40:13,624 semantic_segmentation INFO: Iters: 67820/150000 || Lr: 0.011637 || Task Loss: 0.5121 || 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, 7:53:58 || Estimated Time: 1 day, 14:39:12
2023-07-25 18:40:30,320 semantic_segmentation INFO: Iters: 67830/150000 || Lr: 0.011636 || Task Loss: 0.4053 || KD Loss: 0.0593|| 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, 7:54:14 || Estimated Time: 1 day, 14:38:55
2023-07-25 18:40:46,993 semantic_segmentation INFO: Iters: 67840/150000 || Lr: 0.011634 || Task Loss: 0.3403 || KD Loss: 0.0494|| 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, 7:54:31 || Estimated Time: 1 day, 14:38:38
2023-07-25 18:41:03,692 semantic_segmentation INFO: Iters: 67850/150000 || Lr: 0.011633 || Task Loss: 0.4299 || KD Loss: 0.0602|| 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, 7:54:48 || Estimated Time: 1 day, 14:38:21
2023-07-25 18:41:20,250 semantic_segmentation INFO: Iters: 67860/150000 || Lr: 0.011632 || Task Loss: 0.4124 || KD Loss: 0.0744|| 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 day, 7:55:04 || Estimated Time: 1 day, 14:38:03
2023-07-25 18:41:36,931 semantic_segmentation INFO: Iters: 67870/150000 || Lr: 0.011631 || Task Loss: 0.3941 || KD Loss: 0.1000|| 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, 7:55:21 || Estimated Time: 1 day, 14:37:46
2023-07-25 18:41:53,500 semantic_segmentation INFO: Iters: 67880/150000 || Lr: 0.011629 || Task Loss: 0.4143 || KD Loss: 0.1200|| 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, 7:55:37 || Estimated Time: 1 day, 14:37:29
2023-07-25 18:42:10,150 semantic_segmentation INFO: Iters: 67890/150000 || Lr: 0.011628 || Task Loss: 0.8625 || KD Loss: 0.3224|| 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, 7:55:54 || Estimated Time: 1 day, 14:37:11
2023-07-25 18:42:26,733 semantic_segmentation INFO: Iters: 67900/150000 || Lr: 0.011627 || Task Loss: 0.4365 || KD Loss: 0.0729|| 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, 7:56:11 || Estimated Time: 1 day, 14:36:54
2023-07-25 18:42:43,387 semantic_segmentation INFO: Iters: 67910/150000 || Lr: 0.011626 || Task Loss: 0.3102 || KD Loss: 0.0522|| 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, 7:56:27 || Estimated Time: 1 day, 14:36:37
2023-07-25 18:43:00,087 semantic_segmentation INFO: Iters: 67920/150000 || Lr: 0.011624 || Task Loss: 0.3905 || KD Loss: 0.1025|| 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, 7:56:44 || Estimated Time: 1 day, 14:36:20
2023-07-25 18:43:16,624 semantic_segmentation INFO: Iters: 67930/150000 || Lr: 0.011623 || Task Loss: 0.4023 || KD Loss: 0.0656|| 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, 7:57:01 || Estimated Time: 1 day, 14:36:02
2023-07-25 18:43:33,190 semantic_segmentation INFO: Iters: 67940/150000 || Lr: 0.011622 || Task Loss: 0.2758 || KD Loss: 0.0455|| 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, 7:57:17 || Estimated Time: 1 day, 14:35:45
2023-07-25 18:43:49,862 semantic_segmentation INFO: Iters: 67950/150000 || Lr: 0.011620 || Task Loss: 0.4603 || KD Loss: 0.0779|| 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, 7:57:34 || Estimated Time: 1 day, 14:35:28
2023-07-25 18:44:06,526 semantic_segmentation INFO: Iters: 67960/150000 || Lr: 0.011619 || Task Loss: 0.5254 || KD Loss: 0.0809|| 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, 7:57:51 || Estimated Time: 1 day, 14:35:10
2023-07-25 18:44:23,166 semantic_segmentation INFO: Iters: 67970/150000 || Lr: 0.011618 || Task Loss: 0.3101 || KD Loss: 0.0466|| 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, 7:58:07 || Estimated Time: 1 day, 14:34:53
2023-07-25 18:44:39,771 semantic_segmentation INFO: Iters: 67980/150000 || Lr: 0.011617 || Task Loss: 0.5604 || KD Loss: 0.2092|| 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, 7:58:24 || Estimated Time: 1 day, 14:34:36
2023-07-25 18:44:56,700 semantic_segmentation INFO: Iters: 67990/150000 || Lr: 0.011615 || Task Loss: 0.4046 || KD Loss: 0.0653|| 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, 7:58:41 || Estimated Time: 1 day, 14:34:19
2023-07-25 18:45:13,223 semantic_segmentation INFO: Iters: 68000/150000 || Lr: 0.011614 || Task Loss: 0.4306 || KD Loss: 0.0748|| 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, 7:58:57 || Estimated Time: 1 day, 14:34:01
2023-07-25 18:45:13,334 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 18:45:13,788 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.087
2023-07-25 18:45:13,819 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.132
2023-07-25 18:45:13,831 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.163
2023-07-25 18:45:13,845 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.163
2023-07-25 18:45:13,858 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.235
2023-07-25 18:45:13,870 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.281
2023-07-25 18:45:13,885 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.323
2023-07-25 18:45:13,899 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.325
2023-07-25 18:45:13,912 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.363
2023-07-25 18:45:13,926 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.403
2023-07-25 18:45:13,940 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.442
2023-07-25 18:45:13,954 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.487
2023-07-25 18:45:13,966 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.914, mIoU: 0.442
2023-07-25 18:45:13,980 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.426
2023-07-25 18:45:13,994 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.420
2023-07-25 18:45:14,006 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.415
2023-07-25 18:45:14,017 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.413
2023-07-25 18:45:14,029 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.913, mIoU: 0.412
2023-07-25 18:45:14,043 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.411
2023-07-25 18:45:14,059 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.916, mIoU: 0.454
2023-07-25 18:45:14,073 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.434
2023-07-25 18:45:14,087 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.910, mIoU: 0.445
2023-07-25 18:45:14,102 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.478
2023-07-25 18:45:14,118 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.911, mIoU: 0.479
2023-07-25 18:45:14,134 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.479
2023-07-25 18:45:14,150 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.912, mIoU: 0.488
2023-07-25 18:45:14,165 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.492
2023-07-25 18:45:14,176 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.915, mIoU: 0.493
2023-07-25 18:45:14,191 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-25 18:45:14,205 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.914, mIoU: 0.483
2023-07-25 18:45:14,219 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.489
2023-07-25 18:45:14,234 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.489
2023-07-25 18:45:14,249 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.493
2023-07-25 18:45:14,264 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.920, mIoU: 0.490
2023-07-25 18:45:14,279 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-25 18:45:14,294 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.911, mIoU: 0.504
2023-07-25 18:45:14,307 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.504
2023-07-25 18:45:14,320 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.550
2023-07-25 18:45:14,337 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.546
2023-07-25 18:45:14,350 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.544
2023-07-25 18:45:14,364 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-25 18:45:14,378 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.917, mIoU: 0.570
2023-07-25 18:45:14,393 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.568
2023-07-25 18:45:14,406 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.916, mIoU: 0.567
2023-07-25 18:45:14,421 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.914, mIoU: 0.568
2023-07-25 18:45:14,436 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-25 18:45:14,450 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-25 18:45:14,462 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-25 18:45:14,476 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.578
2023-07-25 18:45:14,492 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.576
2023-07-25 18:45:14,508 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.916, mIoU: 0.574
2023-07-25 18:45:14,523 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-25 18:45:14,535 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.919, mIoU: 0.571
2023-07-25 18:45:14,551 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-25 18:45:14,565 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.570
2023-07-25 18:45:14,578 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-25 18:45:14,593 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-25 18:45:14,610 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.564
2023-07-25 18:45:14,623 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.564
2023-07-25 18:45:14,637 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.918, mIoU: 0.603
2023-07-25 18:45:14,650 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.608
2023-07-25 18:45:14,665 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.919, mIoU: 0.607
2023-07-25 18:45:14,677 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.604
2023-07-25 18:45:14,695 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.609
2023-07-25 18:45:14,708 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-25 18:45:14,724 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-25 18:45:14,739 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-25 18:45:14,752 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.640
2023-07-25 18:45:14,768 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.640
2023-07-25 18:45:14,784 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.639
2023-07-25 18:45:14,800 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 18:45:14,813 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 18:45:14,828 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 18:45:14,844 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-25 18:45:14,859 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 18:45:14,874 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-25 18:45:14,889 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 18:45:14,898 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 18:45:14,913 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 18:45:14,929 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 18:45:14,941 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.644
2023-07-25 18:45:14,955 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 18:45:14,970 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-25 18:45:14,984 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.624
2023-07-25 18:45:14,999 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.624
2023-07-25 18:45:15,013 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.627
2023-07-25 18:45:15,027 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-25 18:45:15,041 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.630
2023-07-25 18:45:15,055 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.622
2023-07-25 18:45:15,068 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.918, mIoU: 0.622
2023-07-25 18:45:15,082 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.918, mIoU: 0.622
2023-07-25 18:45:15,097 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.623
2023-07-25 18:45:15,111 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-25 18:45:15,125 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 18:45:15,140 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-25 18:45:15,156 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-25 18:45:15,169 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.919, mIoU: 0.638
2023-07-25 18:45:15,181 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 18:45:15,195 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.638
2023-07-25 18:45:15,208 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-25 18:45:15,223 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-25 18:45:15,237 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-25 18:45:15,250 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.641
2023-07-25 18:45:15,264 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-25 18:45:15,278 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-25 18:45:15,291 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.643
2023-07-25 18:45:15,305 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.643
2023-07-25 18:45:15,320 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-25 18:45:15,333 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.643
2023-07-25 18:45:15,347 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.642
2023-07-25 18:45:15,360 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.646
2023-07-25 18:45:15,373 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.923, mIoU: 0.646
2023-07-25 18:45:15,389 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.923, mIoU: 0.646
2023-07-25 18:45:15,404 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.646
2023-07-25 18:45:15,419 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.924, mIoU: 0.648
2023-07-25 18:45:15,432 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.924, mIoU: 0.648
2023-07-25 18:45:15,446 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.642
2023-07-25 18:45:15,461 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.639
2023-07-25 18:45:15,474 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.638
2023-07-25 18:45:15,489 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.921, mIoU: 0.634
2023-07-25 18:45:15,504 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.921, mIoU: 0.634
2023-07-25 18:45:15,518 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.633
2023-07-25 18:45:15,531 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-25 18:45:15,546 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-25 18:45:15,561 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-25 18:45:15,570 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-25 18:45:15,582 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-25 18:45:15,598 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.616
2023-07-25 18:45:15,607 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.617
2023-07-25 18:45:15,620 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.626
2023-07-25 18:45:15,634 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.626
2023-07-25 18:45:15,649 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-25 18:45:15,662 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.628
2023-07-25 18:45:15,676 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-25 18:45:15,689 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.629
2023-07-25 18:45:15,701 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.629
2023-07-25 18:45:15,716 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.919, mIoU: 0.627
2023-07-25 18:45:15,728 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.628
2023-07-25 18:45:15,743 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.628
2023-07-25 18:45:15,756 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-25 18:45:15,770 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.629
2023-07-25 18:45:15,786 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.630
2023-07-25 18:45:15,800 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-25 18:45:15,816 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.638
2023-07-25 18:45:15,830 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.922, mIoU: 0.639
2023-07-25 18:45:15,844 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-25 18:45:15,859 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-25 18:45:15,872 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-25 18:45:15,882 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-25 18:45:15,897 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 18:45:15,912 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 18:45:15,924 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 18:45:15,939 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 18:45:15,952 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 18:45:15,965 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 18:45:15,980 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 18:45:15,995 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 18:45:16,010 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-25 18:45:16,025 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-25 18:45:16,040 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 18:45:16,055 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 18:45:16,070 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 18:45:16,083 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 18:45:16,098 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 18:45:16,111 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-25 18:45:16,124 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-25 18:45:16,136 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 18:45:16,151 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 18:45:16,167 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 18:45:16,182 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-25 18:45:16,197 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-25 18:45:16,210 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.639
2023-07-25 18:45:16,225 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 18:45:16,240 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 18:45:16,255 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 18:45:16,270 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.643
2023-07-25 18:45:16,283 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 18:45:16,296 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 18:45:16,311 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 18:45:16,323 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 18:45:16,339 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 18:45:16,352 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 18:45:16,367 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 18:45:16,382 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-25 18:45:16,397 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-25 18:45:19,183 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 18:45:19,199 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,215 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 18:45:19,243 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,257 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 18:45:19,272 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 18:45:19,287 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 18:45:19,302 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,316 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,331 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 18:45:19,346 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 18:45:19,357 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:19,372 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:19,384 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 18:45:19,400 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 18:45:19,415 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,431 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,444 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,457 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,475 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,488 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 18:45:19,503 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 18:45:19,519 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 18:45:19,534 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 18:45:19,549 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:45:19,563 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:45:19,578 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:45:19,593 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:45:19,608 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 18:45:19,622 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,635 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:45:19,648 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:45:19,660 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:45:19,672 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,686 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 18:45:19,701 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 18:45:19,715 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,729 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 18:45:19,742 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,756 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,770 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 18:45:19,785 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 18:45:19,798 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 18:45:19,812 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 18:45:19,824 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 18:45:19,841 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 18:45:19,854 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 18:45:19,869 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 18:45:19,884 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 18:45:19,897 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 18:45:19,912 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 18:45:19,926 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 18:45:19,939 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 18:45:19,953 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 18:45:19,982 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 18:45:20,012 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 18:45:20,042 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 18:45:20,058 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 18:45:20,073 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 18:45:20,088 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 18:45:20,117 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 18:45:20,131 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,148 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,164 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,179 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 18:45:20,195 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 18:45:20,209 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 18:45:20,226 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 18:45:20,239 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 18:45:20,250 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 18:45:20,278 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-25 18:45:20,410 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 18:45:20,422 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 18:45:20,436 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-25 18:45:20,451 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,466 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,480 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 18:45:20,494 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-25 18:45:20,521 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 18:45:20,535 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 18:45:20,548 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 18:45:20,563 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 18:45:20,575 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 18:45:20,589 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 18:45:20,603 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 18:45:20,617 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 18:45:20,631 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 18:45:20,646 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 18:45:20,655 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 18:45:20,668 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 18:45:20,683 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:20,698 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:20,711 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:20,724 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:20,738 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,753 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,769 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,784 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,795 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,810 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:20,825 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:20,838 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:20,853 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:20,868 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:20,881 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:20,897 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:20,910 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:20,925 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:20,941 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:20,956 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:20,971 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:20,984 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:20,997 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:21,012 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:21,026 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:21,040 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:21,054 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:21,071 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:21,086 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 18:45:21,101 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:21,114 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:21,128 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:21,144 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:21,158 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 18:45:21,173 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:45:21,188 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:45:21,201 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:45:21,217 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:45:21,233 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 18:45:21,246 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,262 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 18:45:21,273 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,288 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,301 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:21,313 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,326 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,340 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,355 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,370 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,384 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:21,393 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:21,407 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:21,422 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:21,437 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-25 18:45:21,466 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-25 18:45:21,493 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 18:45:21,523 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 18:45:21,551 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 18:45:21,623 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-25 18:45:21,697 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.685
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2023-07-25 18:45:21,812 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 18:45:21,827 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.685
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2023-07-25 18:45:21,853 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:45:21,868 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:45:21,883 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 18:45:21,896 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:21,911 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,924 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,939 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:21,954 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:21,969 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.923, mIoU: 0.680
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2023-07-25 18:45:21,995 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,008 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,023 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,038 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:22,054 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:22,069 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:22,083 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 18:45:22,096 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 18:45:22,110 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,126 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,138 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,153 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,168 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,182 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,196 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,211 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,222 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,237 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 18:45:22,253 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,267 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:45:22,282 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,298 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:22,310 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:22,325 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:22,340 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:22,355 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,368 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,383 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,398 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,413 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,428 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,444 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:45:22,459 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:22,475 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:22,491 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:22,506 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:22,520 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:22,534 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:22,549 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,564 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,577 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,592 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,605 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,619 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,634 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,649 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,663 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,677 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:22,692 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 18:45:22,707 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 18:45:22,721 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 18:45:22,735 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 18:45:22,750 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,768 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 18:45:22,783 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 18:45:22,800 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 18:45:22,810 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:22,823 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,838 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,851 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:22,866 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:22,879 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,892 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,907 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,923 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,938 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,953 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,966 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,979 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:22,992 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,006 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,020 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,036 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,050 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,064 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,079 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,091 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,106 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,120 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 18:45:23,133 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:23,145 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 18:45:23,159 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,174 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 18:45:23,189 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 18:45:23,201 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 18:45:23,215 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,230 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,245 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,259 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,272 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,280 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,295 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,311 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,325 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,341 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,356 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,371 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,387 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,402 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,415 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,430 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,444 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,459 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,474 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,486 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,499 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,512 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,525 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,538 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,550 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:23,563 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,576 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,591 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,602 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,616 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,628 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,639 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:23,653 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:23,667 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,681 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,695 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,710 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,725 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,738 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,753 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,768 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,785 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,802 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,817 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:23,832 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:23,845 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,858 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,871 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,887 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,903 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,916 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,929 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,943 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:23,957 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,971 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:23,986 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:24,000 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:24,013 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:24,027 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,039 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,053 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,067 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,080 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,096 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,108 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,124 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,140 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,152 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,165 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,181 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,196 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:24,212 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,227 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 18:45:24,239 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,252 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,267 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,281 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 18:45:24,297 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 18:45:24,315 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,328 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,343 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,356 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,370 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,385 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,397 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,410 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,425 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,439 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,452 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,466 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:24,481 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 18:45:24,494 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 18:45:24,507 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 18:45:24,521 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 18:45:24,536 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 18:45:24,553 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,566 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,580 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,593 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,609 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,621 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,634 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,649 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,664 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:24,677 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:24,692 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:24,707 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 18:45:24,723 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:24,738 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:24,751 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:24,763 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:24,777 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:24,790 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:24,804 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:24,817 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:24,832 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,845 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,858 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,872 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,887 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:24,901 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,917 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,930 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,942 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,957 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,972 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:24,987 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,002 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,014 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,027 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,038 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,053 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,069 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:25,082 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:25,096 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:25,107 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,120 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,134 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,149 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:25,162 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,177 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,190 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:25,205 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,218 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,233 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,246 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,261 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,276 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,291 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,307 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,322 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,337 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,352 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,366 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,381 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:25,395 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:25,409 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,423 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,437 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,450 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,463 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,475 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,491 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,504 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,519 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,534 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,545 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,559 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,575 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,590 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,603 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,619 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,634 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,647 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,661 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,676 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,691 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,704 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,716 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,732 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,747 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,762 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,774 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:25,789 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,804 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,819 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:25,833 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,846 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,860 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,873 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,887 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:25,901 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,913 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,928 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,941 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,955 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,970 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:25,985 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:26,000 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,015 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:26,030 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:26,045 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,061 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,076 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,092 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 18:45:26,107 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,117 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,131 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,144 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,159 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,174 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,189 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,201 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,216 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,230 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,244 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,259 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 18:45:26,274 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,287 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,303 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,318 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,332 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,345 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,359 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,373 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,389 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,402 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,416 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,432 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,445 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,459 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,474 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,486 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,501 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,514 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,528 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,543 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,558 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,573 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,587 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,602 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,614 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,627 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,641 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,653 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,666 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,680 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,694 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,709 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,724 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,736 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,749 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,764 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 18:45:26,778 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,791 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,808 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,821 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,836 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,850 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,866 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,881 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,896 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:26,905 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,921 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:26,936 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:26,949 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:26,963 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:26,978 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:26,993 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:27,006 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,021 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:27,035 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:27,051 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:27,065 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 18:45:27,080 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:27,096 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:27,111 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 18:45:27,124 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 18:45:27,139 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 18:45:27,154 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 18:45:27,168 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:27,180 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,195 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,210 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,225 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,233 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,246 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,259 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,271 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,283 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,298 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:27,314 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 18:45:27,330 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,342 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,355 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,370 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,380 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 18:45:27,395 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,408 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,423 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,438 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,452 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,467 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,479 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,491 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,506 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,521 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,535 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,550 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,563 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,573 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,584 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,597 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,608 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,623 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,635 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,650 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,665 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,680 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,694 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,709 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,724 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,739 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:27,755 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:27,769 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:27,783 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,798 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,814 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:27,827 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,841 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,856 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,869 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,885 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,898 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,913 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,927 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,945 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,960 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,973 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:27,988 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,003 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,018 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:28,032 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,045 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,058 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,072 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,087 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,102 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,116 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:28,131 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,147 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 18:45:28,161 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:28,176 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:28,188 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 18:45:28,203 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,214 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,227 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,241 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 18:45:28,253 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:28,269 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:28,283 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 18:45:28,299 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,322 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,339 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,353 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,368 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,381 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,396 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,408 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,423 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,438 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,450 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,465 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,478 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,492 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,507 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,522 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,536 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,551 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,563 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,576 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,590 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,603 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,616 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,631 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,646 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,662 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,675 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 18:45:28,688 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,703 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,719 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,734 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,747 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,761 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,775 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,790 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 18:45:28,807 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,822 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,837 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,851 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,865 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,880 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,895 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,910 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,924 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 18:45:28,938 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,951 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,966 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,981 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:28,997 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:29,009 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 18:45:29,023 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,037 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,053 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,066 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,081 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,096 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,111 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,126 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,141 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,157 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,170 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,185 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,201 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,214 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,229 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,242 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,251 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,265 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,280 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,292 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:29,308 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:29,323 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,336 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,350 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,364 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,379 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,393 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,409 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,423 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,439 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,453 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,467 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,482 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,496 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:29,511 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:29,523 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,536 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,551 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,566 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,580 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,595 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,607 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,622 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,635 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,648 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,663 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,678 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,693 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,708 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,721 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,735 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,750 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,764 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,779 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,792 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,808 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,821 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,834 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,846 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,861 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,876 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:29,891 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,906 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,916 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,929 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,945 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,961 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,973 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:29,988 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,004 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,019 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,032 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,046 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,061 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,074 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,089 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,102 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,115 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,131 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,145 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,160 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,175 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,189 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,204 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,219 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,231 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 18:45:30,246 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,261 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,275 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,289 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,302 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,314 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,328 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,342 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 18:45:30,357 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,370 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,384 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,400 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,413 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,423 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,437 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,452 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,466 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 18:45:30,480 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,492 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,507 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,520 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:30,533 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,547 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,562 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,576 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,591 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,606 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,620 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,634 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,648 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,661 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:30,674 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,690 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,706 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,719 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,735 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,746 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,761 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,777 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,792 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,806 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,822 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,839 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,854 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,865 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,880 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,894 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,905 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,919 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,933 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,947 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,960 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,972 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:30,986 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:30,999 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,013 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,025 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,039 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,051 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,064 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:31,078 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 18:45:31,092 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:31,107 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 18:45:31,121 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,137 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,150 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,165 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,179 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,194 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,209 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 18:45:31,222 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,235 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,250 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,265 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,280 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,294 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,308 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,323 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 18:45:31,338 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,351 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,364 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,381 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,396 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,410 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,425 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,439 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,455 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,467 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,481 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,496 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,509 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,524 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,538 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,553 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,567 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:31,582 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:31,597 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:31,611 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:31,625 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:31,640 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:31,654 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,669 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,683 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:31,699 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,713 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,726 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,739 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,753 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,769 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,781 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,796 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,812 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,827 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,841 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,855 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,870 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,884 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,897 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,910 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,922 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,935 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:31,948 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,962 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,976 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:31,989 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:32,002 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,016 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,027 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:32,040 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:32,055 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:32,070 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:32,084 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:32,099 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:32,111 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 18:45:32,126 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:32,141 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,154 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,169 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,185 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,200 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,213 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,228 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,244 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,258 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,272 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,285 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,300 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,315 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,330 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,344 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,357 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,371 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,387 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,401 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,416 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,430 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,444 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,459 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,469 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,482 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,495 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,507 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,524 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,538 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,552 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,565 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,578 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,591 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,606 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,619 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,634 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,648 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,661 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,676 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,691 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:32,703 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 18:45:32,717 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,732 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,745 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,760 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,771 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,787 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,802 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,817 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,832 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,845 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,857 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,871 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 18:45:32,886 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,900 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,913 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,925 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,940 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,955 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,970 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:32,983 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:32,998 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,014 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:33,030 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:33,044 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,059 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,067 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,082 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,094 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,107 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,121 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,136 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,151 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,166 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 18:45:33,181 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,196 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,212 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,225 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,239 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:33,255 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:33,270 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:33,285 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,300 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,317 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,330 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,344 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,358 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,373 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 18:45:33,386 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,400 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,415 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,430 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,444 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 18:45:33,458 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,472 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,487 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,501 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,514 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,528 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,541 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,556 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,571 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,586 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,601 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,614 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,629 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,644 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,659 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,674 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,689 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,704 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,719 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,732 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,746 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,759 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,773 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,788 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,802 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,818 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,832 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,846 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,855 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,869 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,882 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,896 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,910 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:33,924 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,939 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,950 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,959 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,976 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:33,990 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,005 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,018 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,033 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,047 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,060 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,075 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 18:45:34,089 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 18:45:34,103 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,117 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,130 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,144 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,159 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,173 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,186 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:34,200 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 18:45:34,214 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 18:45:34,229 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,244 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,257 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,270 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,284 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 18:45:34,300 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 18:45:50,896 semantic_segmentation INFO: Iters: 68010/150000 || Lr: 0.011613 || Task Loss: 0.3656 || KD Loss: 0.0470|| 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, 7:59:35 || Estimated Time: 1 day, 14:34:09
2023-07-25 18:46:07,491 semantic_segmentation INFO: Iters: 68020/150000 || Lr: 0.011612 || Task Loss: 0.3442 || KD Loss: 0.0679|| 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, 7:59:51 || Estimated Time: 1 day, 14:33:52
2023-07-25 18:46:24,117 semantic_segmentation INFO: Iters: 68030/150000 || Lr: 0.011610 || Task Loss: 0.3863 || KD Loss: 0.0731|| 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, 8:00:08 || Estimated Time: 1 day, 14:33:35
2023-07-25 18:46:40,864 semantic_segmentation INFO: Iters: 68040/150000 || Lr: 0.011609 || Task Loss: 0.6711 || KD Loss: 0.1304|| 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, 8:00:25 || Estimated Time: 1 day, 14:33:18
2023-07-25 18:46:57,593 semantic_segmentation INFO: Iters: 68050/150000 || Lr: 0.011608 || Task Loss: 0.2999 || KD Loss: 0.0621|| 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, 8:00:42 || Estimated Time: 1 day, 14:33:00
2023-07-25 18:47:14,243 semantic_segmentation INFO: Iters: 68060/150000 || Lr: 0.011606 || Task Loss: 0.7851 || KD Loss: 0.3296|| 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: 1 day, 8:00:58 || Estimated Time: 1 day, 14:32:43
2023-07-25 18:47:30,840 semantic_segmentation INFO: Iters: 68070/150000 || Lr: 0.011605 || Task Loss: 0.3756 || KD Loss: 0.0778|| 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, 8:01:15 || Estimated Time: 1 day, 14:32:26
2023-07-25 18:47:47,551 semantic_segmentation INFO: Iters: 68080/150000 || Lr: 0.011604 || Task Loss: 0.2934 || KD Loss: 0.0519|| 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, 8:01:32 || Estimated Time: 1 day, 14:32:09
2023-07-25 18:48:04,214 semantic_segmentation INFO: Iters: 68090/150000 || Lr: 0.011603 || Task Loss: 0.3320 || KD Loss: 0.0560|| 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, 8:01:48 || Estimated Time: 1 day, 14:31:51
2023-07-25 18:48:20,802 semantic_segmentation INFO: Iters: 68100/150000 || Lr: 0.011601 || Task Loss: 0.8406 || KD Loss: 0.2543|| 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, 8:02:05 || Estimated Time: 1 day, 14:31:34
2023-07-25 18:48:37,603 semantic_segmentation INFO: Iters: 68110/150000 || Lr: 0.011600 || Task Loss: 0.6126 || KD Loss: 0.1815|| 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, 8:02:22 || Estimated Time: 1 day, 14:31:17
2023-07-25 18:48:54,277 semantic_segmentation INFO: Iters: 68120/150000 || Lr: 0.011599 || Task Loss: 0.5174 || KD Loss: 0.1615|| 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, 8:02:38 || Estimated Time: 1 day, 14:31:00
2023-07-25 18:49:10,784 semantic_segmentation INFO: Iters: 68130/150000 || Lr: 0.011598 || Task Loss: 0.7773 || KD Loss: 0.2207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:02:55 || Estimated Time: 1 day, 14:30:42
2023-07-25 18:49:27,514 semantic_segmentation INFO: Iters: 68140/150000 || Lr: 0.011596 || Task Loss: 0.3168 || KD Loss: 0.0589|| 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, 8:03:11 || Estimated Time: 1 day, 14:30:25
2023-07-25 18:49:44,435 semantic_segmentation INFO: Iters: 68150/150000 || Lr: 0.011595 || Task Loss: 0.5310 || KD Loss: 0.1185|| 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, 8:03:28 || Estimated Time: 1 day, 14:30:08
2023-07-25 18:50:00,969 semantic_segmentation INFO: Iters: 68160/150000 || Lr: 0.011594 || Task Loss: 0.4441 || KD Loss: 0.1015|| 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, 8:03:45 || Estimated Time: 1 day, 14:29:51
2023-07-25 18:50:17,620 semantic_segmentation INFO: Iters: 68170/150000 || Lr: 0.011592 || Task Loss: 0.4099 || KD Loss: 0.0705|| 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, 8:04:02 || Estimated Time: 1 day, 14:29:33
2023-07-25 18:50:34,219 semantic_segmentation INFO: Iters: 68180/150000 || Lr: 0.011591 || Task Loss: 0.4428 || KD Loss: 0.0794|| 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, 8:04:18 || Estimated Time: 1 day, 14:29:16
2023-07-25 18:50:50,888 semantic_segmentation INFO: Iters: 68190/150000 || Lr: 0.011590 || Task Loss: 0.3468 || KD Loss: 0.0758|| 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, 8:04:35 || Estimated Time: 1 day, 14:28:59
2023-07-25 18:51:07,519 semantic_segmentation INFO: Iters: 68200/150000 || Lr: 0.011589 || Task Loss: 0.4360 || KD Loss: 0.1011|| 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, 8:04:51 || Estimated Time: 1 day, 14:28:42
2023-07-25 18:51:24,082 semantic_segmentation INFO: Iters: 68210/150000 || Lr: 0.011587 || Task Loss: 0.3553 || KD Loss: 0.0738|| 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, 8:05:08 || Estimated Time: 1 day, 14:28:24
2023-07-25 18:51:40,694 semantic_segmentation INFO: Iters: 68220/150000 || Lr: 0.011586 || Task Loss: 0.3298 || KD Loss: 0.0928|| 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, 8:05:25 || Estimated Time: 1 day, 14:28:07
2023-07-25 18:51:57,266 semantic_segmentation INFO: Iters: 68230/150000 || Lr: 0.011585 || Task Loss: 0.5309 || KD Loss: 0.1645|| 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, 8:05:41 || Estimated Time: 1 day, 14:27:49
2023-07-25 18:52:13,841 semantic_segmentation INFO: Iters: 68240/150000 || Lr: 0.011583 || Task Loss: 0.4616 || KD Loss: 0.0996|| 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, 8:05:58 || Estimated Time: 1 day, 14:27:32
2023-07-25 18:52:30,417 semantic_segmentation INFO: Iters: 68250/150000 || Lr: 0.011582 || Task Loss: 0.4556 || KD Loss: 0.0904|| 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, 8:06:14 || Estimated Time: 1 day, 14:27:15
2023-07-25 18:52:47,005 semantic_segmentation INFO: Iters: 68260/150000 || Lr: 0.011581 || Task Loss: 0.5407 || KD Loss: 0.0920|| 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, 8:06:31 || Estimated Time: 1 day, 14:26:57
2023-07-25 18:53:03,495 semantic_segmentation INFO: Iters: 68270/150000 || Lr: 0.011580 || Task Loss: 0.3654 || KD Loss: 0.0692|| 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, 8:06:47 || Estimated Time: 1 day, 14:26:40
2023-07-25 18:53:20,010 semantic_segmentation INFO: Iters: 68280/150000 || Lr: 0.011578 || Task Loss: 0.3397 || KD Loss: 0.0778|| 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, 8:07:04 || Estimated Time: 1 day, 14:26:23
2023-07-25 18:53:36,575 semantic_segmentation INFO: Iters: 68290/150000 || Lr: 0.011577 || Task Loss: 0.4285 || KD Loss: 0.0688|| 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, 8:07:21 || Estimated Time: 1 day, 14:26:05
2023-07-25 18:53:53,160 semantic_segmentation INFO: Iters: 68300/150000 || Lr: 0.011576 || Task Loss: 0.7060 || KD Loss: 0.1972|| 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, 8:07:37 || Estimated Time: 1 day, 14:25:48
2023-07-25 18:54:09,763 semantic_segmentation INFO: Iters: 68310/150000 || Lr: 0.011575 || Task Loss: 0.4078 || KD Loss: 0.1116|| 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, 8:07:54 || Estimated Time: 1 day, 14:25:30
2023-07-25 18:54:26,343 semantic_segmentation INFO: Iters: 68320/150000 || Lr: 0.011573 || Task Loss: 0.3651 || KD Loss: 0.0919|| 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, 8:08:10 || Estimated Time: 1 day, 14:25:13
2023-07-25 18:54:42,735 semantic_segmentation INFO: Iters: 68330/150000 || Lr: 0.011572 || Task Loss: 0.5863 || KD Loss: 0.1773|| 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, 8:08:27 || Estimated Time: 1 day, 14:24:56
2023-07-25 18:54:59,267 semantic_segmentation INFO: Iters: 68340/150000 || Lr: 0.011571 || Task Loss: 0.5278 || KD Loss: 0.1318|| 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, 8:08:43 || Estimated Time: 1 day, 14:24:38
2023-07-25 18:55:15,903 semantic_segmentation INFO: Iters: 68350/150000 || Lr: 0.011569 || Task Loss: 0.4948 || KD Loss: 0.1255|| 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, 8:09:00 || Estimated Time: 1 day, 14:24:21
2023-07-25 18:55:32,470 semantic_segmentation INFO: Iters: 68360/150000 || Lr: 0.011568 || Task Loss: 0.4143 || KD Loss: 0.1017|| 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, 8:09:16 || Estimated Time: 1 day, 14:24:03
2023-07-25 18:55:49,019 semantic_segmentation INFO: Iters: 68370/150000 || Lr: 0.011567 || Task Loss: 0.3364 || KD Loss: 0.0890|| 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, 8:09:33 || Estimated Time: 1 day, 14:23:46
2023-07-25 18:56:05,577 semantic_segmentation INFO: Iters: 68380/150000 || Lr: 0.011566 || Task Loss: 0.4398 || KD Loss: 0.1061|| 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, 8:09:50 || Estimated Time: 1 day, 14:23:29
2023-07-25 18:56:22,115 semantic_segmentation INFO: Iters: 68390/150000 || Lr: 0.011564 || Task Loss: 0.2782 || KD Loss: 0.0599|| 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, 8:10:06 || Estimated Time: 1 day, 14:23:11
2023-07-25 18:56:38,690 semantic_segmentation INFO: Iters: 68400/150000 || Lr: 0.011563 || Task Loss: 0.4450 || KD Loss: 0.0784|| 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, 8:10:23 || Estimated Time: 1 day, 14:22:54
2023-07-25 18:56:55,264 semantic_segmentation INFO: Iters: 68410/150000 || Lr: 0.011562 || Task Loss: 0.3689 || KD Loss: 0.0938|| 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, 8:10:39 || Estimated Time: 1 day, 14:22:37
2023-07-25 18:57:11,757 semantic_segmentation INFO: Iters: 68420/150000 || Lr: 0.011561 || Task Loss: 0.4535 || KD Loss: 0.0892|| 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, 8:10:56 || Estimated Time: 1 day, 14:22:19
2023-07-25 18:57:28,331 semantic_segmentation INFO: Iters: 68430/150000 || Lr: 0.011559 || Task Loss: 0.5276 || KD Loss: 0.0955|| 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, 8:11:12 || Estimated Time: 1 day, 14:22:02
2023-07-25 18:57:44,815 semantic_segmentation INFO: Iters: 68440/150000 || Lr: 0.011558 || Task Loss: 0.3624 || KD Loss: 0.0562|| 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, 8:11:29 || Estimated Time: 1 day, 14:21:44
2023-07-25 18:58:01,404 semantic_segmentation INFO: Iters: 68450/150000 || Lr: 0.011557 || Task Loss: 0.5033 || KD Loss: 0.1141|| 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, 8:11:45 || Estimated Time: 1 day, 14:21:27
2023-07-25 18:58:17,984 semantic_segmentation INFO: Iters: 68460/150000 || Lr: 0.011555 || Task Loss: 0.3123 || KD Loss: 0.0630|| 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, 8:12:02 || Estimated Time: 1 day, 14:21:10
2023-07-25 18:58:34,535 semantic_segmentation INFO: Iters: 68470/150000 || Lr: 0.011554 || Task Loss: 0.5632 || KD Loss: 0.1787|| 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: 1 day, 8:12:19 || Estimated Time: 1 day, 14:20:52
2023-07-25 18:58:50,965 semantic_segmentation INFO: Iters: 68480/150000 || Lr: 0.011553 || Task Loss: 0.3732 || KD Loss: 0.0812|| 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, 8:12:35 || Estimated Time: 1 day, 14:20:35
2023-07-25 18:59:07,663 semantic_segmentation INFO: Iters: 68490/150000 || Lr: 0.011552 || Task Loss: 0.3968 || KD Loss: 0.0903|| 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, 8:12:52 || Estimated Time: 1 day, 14:20:17
2023-07-25 18:59:24,147 semantic_segmentation INFO: Iters: 68500/150000 || Lr: 0.011550 || Task Loss: 0.4935 || KD Loss: 0.0778|| 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, 8:13:08 || Estimated Time: 1 day, 14:20:00
2023-07-25 18:59:40,727 semantic_segmentation INFO: Iters: 68510/150000 || Lr: 0.011549 || Task Loss: 0.4705 || KD Loss: 0.0743|| 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 day, 8:13:25 || Estimated Time: 1 day, 14:19:43
2023-07-25 18:59:57,311 semantic_segmentation INFO: Iters: 68520/150000 || Lr: 0.011548 || Task Loss: 0.5495 || KD Loss: 0.1426|| 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, 8:13:41 || Estimated Time: 1 day, 14:19:25
2023-07-25 19:00:13,889 semantic_segmentation INFO: Iters: 68530/150000 || Lr: 0.011547 || Task Loss: 0.3015 || KD Loss: 0.0940|| 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, 8:13:58 || Estimated Time: 1 day, 14:19:08
2023-07-25 19:00:30,807 semantic_segmentation INFO: Iters: 68540/150000 || Lr: 0.011545 || Task Loss: 0.4872 || KD Loss: 0.0746|| 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, 8:14:15 || Estimated Time: 1 day, 14:18:51
2023-07-25 19:00:47,285 semantic_segmentation INFO: Iters: 68550/150000 || Lr: 0.011544 || Task Loss: 0.4152 || KD Loss: 0.0674|| 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, 8:14:31 || Estimated Time: 1 day, 14:18:34
2023-07-25 19:01:03,926 semantic_segmentation INFO: Iters: 68560/150000 || Lr: 0.011543 || Task Loss: 0.4825 || KD Loss: 0.0830|| 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, 8:14:48 || Estimated Time: 1 day, 14:18:16
2023-07-25 19:01:20,457 semantic_segmentation INFO: Iters: 68570/150000 || Lr: 0.011541 || Task Loss: 0.4380 || KD Loss: 0.0848|| 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, 8:15:04 || Estimated Time: 1 day, 14:17:59
2023-07-25 19:01:36,994 semantic_segmentation INFO: Iters: 68580/150000 || Lr: 0.011540 || Task Loss: 0.5052 || KD Loss: 0.1520|| 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, 8:15:21 || Estimated Time: 1 day, 14:17:41
2023-07-25 19:01:53,521 semantic_segmentation INFO: Iters: 68590/150000 || Lr: 0.011539 || Task Loss: 0.3869 || KD Loss: 0.0937|| 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, 8:15:38 || Estimated Time: 1 day, 14:17:24
2023-07-25 19:02:10,308 semantic_segmentation INFO: Iters: 68600/150000 || Lr: 0.011538 || Task Loss: 0.3604 || KD Loss: 0.0881|| 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, 8:15:54 || Estimated Time: 1 day, 14:17:07
2023-07-25 19:02:30,253 semantic_segmentation INFO: Iters: 68610/150000 || Lr: 0.011536 || Task Loss: 0.5864 || KD Loss: 0.1503|| 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, 8:16:14 || Estimated Time: 1 day, 14:16:53
2023-07-25 19:02:46,685 semantic_segmentation INFO: Iters: 68620/150000 || Lr: 0.011535 || Task Loss: 0.3364 || KD Loss: 0.0599|| 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, 8:16:31 || Estimated Time: 1 day, 14:16:36
2023-07-25 19:03:03,269 semantic_segmentation INFO: Iters: 68630/150000 || Lr: 0.011534 || Task Loss: 0.4367 || KD Loss: 0.0946|| 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, 8:16:47 || Estimated Time: 1 day, 14:16:19
2023-07-25 19:03:19,846 semantic_segmentation INFO: Iters: 68640/150000 || Lr: 0.011532 || Task Loss: 0.4711 || KD Loss: 0.0687|| 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 day, 8:17:04 || Estimated Time: 1 day, 14:16:01
2023-07-25 19:03:36,350 semantic_segmentation INFO: Iters: 68650/150000 || Lr: 0.011531 || Task Loss: 0.3264 || KD Loss: 0.0769|| 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, 8:17:20 || Estimated Time: 1 day, 14:15:44
2023-07-25 19:03:52,955 semantic_segmentation INFO: Iters: 68660/150000 || Lr: 0.011530 || Task Loss: 0.5219 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:17:37 || Estimated Time: 1 day, 14:15:27
2023-07-25 19:04:09,485 semantic_segmentation INFO: Iters: 68670/150000 || Lr: 0.011529 || Task Loss: 0.3728 || KD Loss: 0.0748|| 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, 8:17:53 || Estimated Time: 1 day, 14:15:09
2023-07-25 19:04:26,058 semantic_segmentation INFO: Iters: 68680/150000 || Lr: 0.011527 || Task Loss: 0.3951 || KD Loss: 0.1007|| 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, 8:18:10 || Estimated Time: 1 day, 14:14:52
2023-07-25 19:04:42,811 semantic_segmentation INFO: Iters: 68690/150000 || Lr: 0.011526 || Task Loss: 0.4565 || KD Loss: 0.0969|| 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, 8:18:27 || Estimated Time: 1 day, 14:14:35
2023-07-25 19:04:59,166 semantic_segmentation INFO: Iters: 68700/150000 || Lr: 0.011525 || Task Loss: 0.5609 || KD Loss: 0.1126|| 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, 8:18:43 || Estimated Time: 1 day, 14:14:17
2023-07-25 19:05:15,565 semantic_segmentation INFO: Iters: 68710/150000 || Lr: 0.011524 || Task Loss: 0.3128 || KD Loss: 0.0524|| 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, 8:19:00 || Estimated Time: 1 day, 14:13:59
2023-07-25 19:05:32,121 semantic_segmentation INFO: Iters: 68720/150000 || Lr: 0.011522 || Task Loss: 0.3041 || KD Loss: 0.0581|| 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, 8:19:16 || Estimated Time: 1 day, 14:13:42
2023-07-25 19:05:48,552 semantic_segmentation INFO: Iters: 68730/150000 || Lr: 0.011521 || Task Loss: 0.2907 || KD Loss: 0.0488|| 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, 8:19:33 || Estimated Time: 1 day, 14:13:25
2023-07-25 19:06:05,104 semantic_segmentation INFO: Iters: 68740/150000 || Lr: 0.011520 || Task Loss: 0.5703 || KD Loss: 0.0871|| 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, 8:19:49 || Estimated Time: 1 day, 14:13:07
2023-07-25 19:06:21,573 semantic_segmentation INFO: Iters: 68750/150000 || Lr: 0.011518 || Task Loss: 0.2403 || KD Loss: 0.0364|| 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, 8:20:06 || Estimated Time: 1 day, 14:12:50
2023-07-25 19:06:38,107 semantic_segmentation INFO: Iters: 68760/150000 || Lr: 0.011517 || Task Loss: 0.3679 || KD Loss: 0.0477|| 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, 8:20:22 || Estimated Time: 1 day, 14:12:32
2023-07-25 19:06:54,664 semantic_segmentation INFO: Iters: 68770/150000 || Lr: 0.011516 || Task Loss: 0.3968 || KD Loss: 0.0678|| 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, 8:20:39 || Estimated Time: 1 day, 14:12:15
2023-07-25 19:07:11,188 semantic_segmentation INFO: Iters: 68780/150000 || Lr: 0.011515 || Task Loss: 0.5915 || KD Loss: 0.1647|| 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, 8:20:55 || Estimated Time: 1 day, 14:11:58
2023-07-25 19:07:27,665 semantic_segmentation INFO: Iters: 68790/150000 || Lr: 0.011513 || Task Loss: 0.5024 || KD Loss: 0.1086|| 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, 8:21:12 || Estimated Time: 1 day, 14:11:40
2023-07-25 19:07:44,335 semantic_segmentation INFO: Iters: 68800/150000 || Lr: 0.011512 || Task Loss: 0.3550 || KD Loss: 0.0840|| 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, 8:21:28 || Estimated Time: 1 day, 14:11:23
2023-07-25 19:07:44,447 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:07:44,896 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-25 19:07:44,915 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.134
2023-07-25 19:07:44,928 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-25 19:07:44,942 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-25 19:07:44,955 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.245
2023-07-25 19:07:44,966 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.288
2023-07-25 19:07:44,980 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.332
2023-07-25 19:07:44,994 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.337
2023-07-25 19:07:45,006 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.371
2023-07-25 19:07:45,020 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.413
2023-07-25 19:07:45,034 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.447
2023-07-25 19:07:45,048 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.493
2023-07-25 19:07:45,060 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.462
2023-07-25 19:07:45,073 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.443
2023-07-25 19:07:45,087 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.927, mIoU: 0.440
2023-07-25 19:07:45,100 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.929, mIoU: 0.436
2023-07-25 19:07:45,111 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.435
2023-07-25 19:07:45,125 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.434
2023-07-25 19:07:45,140 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.435
2023-07-25 19:07:45,156 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.480
2023-07-25 19:07:45,170 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.481
2023-07-25 19:07:45,185 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.494
2023-07-25 19:07:45,199 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.521
2023-07-25 19:07:45,215 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.524
2023-07-25 19:07:45,230 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.524
2023-07-25 19:07:45,244 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.534
2023-07-25 19:07:45,258 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.540
2023-07-25 19:07:45,269 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.541
2023-07-25 19:07:45,284 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.533
2023-07-25 19:07:45,298 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.533
2023-07-25 19:07:45,311 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.534
2023-07-25 19:07:45,326 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-25 19:07:45,341 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.538
2023-07-25 19:07:45,355 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.533
2023-07-25 19:07:45,369 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.578
2023-07-25 19:07:45,384 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.579
2023-07-25 19:07:45,397 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.579
2023-07-25 19:07:45,409 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.624
2023-07-25 19:07:45,425 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.633
2023-07-25 19:07:45,438 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.632
2023-07-25 19:07:45,451 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-25 19:07:45,465 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.658
2023-07-25 19:07:45,479 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-25 19:07:45,492 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-25 19:07:45,506 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.653
2023-07-25 19:07:45,521 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-25 19:07:45,533 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-25 19:07:45,547 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-25 19:07:45,562 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-25 19:07:45,578 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-25 19:07:45,595 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-25 19:07:45,610 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-25 19:07:45,624 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-25 19:07:45,640 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-25 19:07:45,656 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-25 19:07:45,670 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-25 19:07:45,686 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-25 19:07:45,703 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-25 19:07:45,717 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-25 19:07:45,733 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-25 19:07:45,746 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-25 19:07:45,761 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-25 19:07:45,773 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-25 19:07:45,791 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-25 19:07:45,803 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-25 19:07:45,818 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-25 19:07:45,833 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-25 19:07:45,845 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-25 19:07:45,860 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-25 19:07:45,874 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-25 19:07:45,890 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.746
2023-07-25 19:07:45,903 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.746
2023-07-25 19:07:45,918 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.746
2023-07-25 19:07:45,933 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.746
2023-07-25 19:07:45,947 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.751
2023-07-25 19:07:45,961 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.751
2023-07-25 19:07:45,976 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.743
2023-07-25 19:07:45,986 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.741
2023-07-25 19:07:46,001 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.743
2023-07-25 19:07:46,018 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.744
2023-07-25 19:07:46,031 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.723
2023-07-25 19:07:46,047 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.723
2023-07-25 19:07:46,061 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.719
2023-07-25 19:07:46,076 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.697
2023-07-25 19:07:46,091 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.693
2023-07-25 19:07:46,106 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.696
2023-07-25 19:07:46,121 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.690
2023-07-25 19:07:46,137 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.692
2023-07-25 19:07:46,154 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 19:07:46,167 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 19:07:46,182 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-25 19:07:46,198 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-25 19:07:46,213 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-25 19:07:46,228 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-25 19:07:46,243 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.679
2023-07-25 19:07:46,258 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 19:07:46,271 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.678
2023-07-25 19:07:46,285 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 19:07:46,300 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 19:07:46,313 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 19:07:46,328 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.678
2023-07-25 19:07:46,342 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.678
2023-07-25 19:07:46,355 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 19:07:46,369 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 19:07:46,384 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.919, mIoU: 0.672
2023-07-25 19:07:46,397 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:46,411 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 19:07:46,426 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:46,438 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 19:07:46,451 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:46,463 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:46,476 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-25 19:07:46,490 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 19:07:46,504 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-25 19:07:46,519 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-25 19:07:46,531 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 19:07:46,544 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-25 19:07:50,190 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.916, mIoU: 0.660
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2023-07-25 19:07:52,094 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,108 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 19:07:52,122 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 19:07:52,136 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-25 19:07:52,151 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 19:07:52,166 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.920, mIoU: 0.674
2023-07-25 19:07:52,180 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,192 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,206 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,220 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,235 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-25 19:07:52,250 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:52,265 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:52,277 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:52,291 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:52,306 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.920, mIoU: 0.675
2023-07-25 19:07:52,319 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.678
2023-07-25 19:07:52,334 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 19:07:52,346 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.921, mIoU: 0.680
2023-07-25 19:07:52,361 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.921, mIoU: 0.680
2023-07-25 19:07:52,373 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 19:07:52,385 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 19:07:52,397 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-25 19:07:52,412 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-25 19:07:52,427 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-25 19:07:52,442 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,457 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,465 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,480 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,495 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,510 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,525 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,539 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,552 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,565 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,579 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,593 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,608 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,620 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,633 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 19:07:52,647 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,660 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-25 19:07:52,675 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.922, mIoU: 0.683
2023-07-25 19:07:52,687 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 19:07:52,702 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.922, mIoU: 0.685
2023-07-25 19:07:52,717 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 19:07:52,732 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 19:07:52,745 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.922, mIoU: 0.686
2023-07-25 19:07:52,761 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 19:07:52,776 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 19:07:52,789 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 19:07:52,804 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.922, mIoU: 0.687
2023-07-25 19:07:52,819 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,834 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,849 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,862 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,877 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,892 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:52,910 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:52,920 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,935 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,950 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,963 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:52,977 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:52,990 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:53,005 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:53,020 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:53,035 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:53,048 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:53,060 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.922, mIoU: 0.688
2023-07-25 19:07:53,073 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:53,088 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.923, mIoU: 0.688
2023-07-25 19:07:53,103 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,118 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,133 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,147 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,160 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,175 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,190 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,203 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,218 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,232 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.923, mIoU: 0.689
2023-07-25 19:07:53,248 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,264 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,278 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,290 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:07:53,304 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,319 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,333 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,348 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,363 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.923, mIoU: 0.690
2023-07-25 19:07:53,375 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:07:53,390 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:07:53,406 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:07:53,421 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:07:53,433 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:07:53,448 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:07:53,462 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:07:53,478 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:07:53,492 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:07:53,508 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,522 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,537 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,552 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,567 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,580 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:07:53,595 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,610 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,625 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,638 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,653 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,667 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:07:53,681 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:07:53,696 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:07:53,712 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:07:53,727 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,741 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:53,756 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:53,770 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:07:53,784 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.925, mIoU: 0.698
2023-07-25 19:07:53,798 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.924, mIoU: 0.696
2023-07-25 19:07:53,813 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.924, mIoU: 0.697
2023-07-25 19:07:53,831 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.924, mIoU: 0.697
2023-07-25 19:07:53,845 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:53,860 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:53,870 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,883 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,898 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:53,911 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,925 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,939 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,952 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,967 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,983 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:53,998 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,013 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,026 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:07:54,040 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,053 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,067 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:07:54,082 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:07:54,097 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,112 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,127 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:07:54,141 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,154 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,169 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,183 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,196 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,208 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,222 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,237 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,253 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,267 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,281 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,296 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,311 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,324 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:07:54,336 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,344 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-25 19:07:54,359 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:07:54,374 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:54,389 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:54,405 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.925, mIoU: 0.696
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2023-07-25 19:07:54,435 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.925, mIoU: 0.695
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2023-07-25 19:07:54,658 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,670 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,684 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.926, mIoU: 0.699
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2023-07-25 19:07:54,708 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,722 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.926, mIoU: 0.700
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2023-07-25 19:07:54,781 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.926, mIoU: 0.699
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2023-07-25 19:07:54,887 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:54,903 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:54,917 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:54,929 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:54,942 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,958 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,974 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,986 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:54,999 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:55,014 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,028 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,043 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,058 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,072 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,085 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:55,099 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,112 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,126 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,141 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,155 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,170 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:55,183 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,198 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,213 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,226 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,239 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,254 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:55,269 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:55,285 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:55,300 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,312 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,325 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,339 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:55,351 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:55,366 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:55,383 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,396 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,412 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,425 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,440 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,455 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,467 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,480 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,495 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,510 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,523 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,538 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:55,553 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,566 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,579 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,594 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,609 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,625 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,638 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,652 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,665 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,680 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,692 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,705 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,719 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,734 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,746 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,761 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,777 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:55,793 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,809 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,822 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,835 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,849 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,863 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:55,876 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,889 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,905 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-25 19:07:55,919 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,932 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-25 19:07:55,946 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:55,962 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-25 19:07:55,977 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-25 19:07:55,992 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-25 19:07:56,005 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,018 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,032 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,047 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,062 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-25 19:07:56,076 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-25 19:07:56,088 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,101 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,112 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,127 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,142 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,156 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,170 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:56,180 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,193 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,207 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,223 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,236 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,251 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,264 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.700
2023-07-25 19:07:56,281 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,295 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,310 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:56,323 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,338 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:56,353 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:56,366 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:56,381 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,396 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,412 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,426 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,440 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,455 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,469 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,483 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,497 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,512 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,524 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,537 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,549 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,565 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,578 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,594 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,609 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,621 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,635 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,651 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,667 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,680 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,695 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,709 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,723 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:56,737 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:07:56,753 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,767 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,780 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,791 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,808 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,823 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,837 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,850 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,865 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:07:56,880 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:07:56,895 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:07:56,911 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:07:56,924 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:07:56,939 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:07:56,952 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:07:56,967 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,981 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:56,994 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,009 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,022 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,036 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,051 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,069 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,083 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,097 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,111 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,125 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,141 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,155 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,170 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,184 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,193 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,207 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,220 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,234 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,249 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,264 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,277 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,292 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,308 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,322 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,337 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,352 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,365 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,380 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,394 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,410 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,423 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,437 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:07:57,452 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,467 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,479 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,494 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.699
2023-07-25 19:07:57,508 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:57,521 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:57,534 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,549 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,561 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,575 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,588 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,602 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,616 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,631 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,646 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,661 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,676 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,689 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:57,702 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-25 19:07:57,716 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,729 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,742 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,757 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,772 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,787 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,803 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,816 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,828 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,844 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,858 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,870 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,885 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:57,897 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,913 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,926 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,941 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,956 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,969 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:57,978 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:57,993 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,008 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,020 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,034 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,050 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,066 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,080 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,094 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,108 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,123 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,138 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,152 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 19:07:58,168 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,184 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,196 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,211 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 19:07:58,225 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,239 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,251 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,266 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,281 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,297 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,304 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,318 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 19:07:58,332 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,344 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,355 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,370 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,384 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:58,399 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,412 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,425 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,439 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,449 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,464 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,476 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,491 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,505 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,519 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,534 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,544 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,557 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,571 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,585 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,600 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:58,614 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,626 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,636 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,647 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,660 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,671 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,686 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:58,698 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,713 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,728 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,743 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:58,757 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,772 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,787 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:58,801 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,816 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:07:58,830 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-25 19:07:58,844 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-25 19:07:58,859 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-25 19:07:58,874 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-25 19:07:58,887 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,899 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,915 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,928 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,943 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,956 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,970 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:58,985 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,002 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,017 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,030 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,044 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,059 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,074 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,089 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,102 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-25 19:07:59,115 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-25 19:07:59,130 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-25 19:07:59,145 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-25 19:07:59,160 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-25 19:07:59,175 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-25 19:07:59,190 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-25 19:07:59,205 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-25 19:07:59,220 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,234 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,247 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-25 19:07:59,262 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,272 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,284 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,298 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-25 19:07:59,310 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:59,325 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:59,340 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:59,354 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,368 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,383 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,397 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,412 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,423 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,438 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,449 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,463 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,477 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:07:59,489 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:07:59,503 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:59,515 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:07:59,529 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,543 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,558 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,572 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,586 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,598 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,610 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-25 19:07:59,624 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,636 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,649 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,663 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:07:59,678 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,693 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,705 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,718 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,733 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,748 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,764 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,777 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,790 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,805 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,820 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,835 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,849 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,865 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:07:59,880 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,894 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,909 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,925 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,939 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,953 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,968 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,981 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:07:59,996 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:08:00,010 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:08:00,025 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:08:00,037 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-25 19:08:00,051 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.927, mIoU: 0.699
2023-07-25 19:08:00,066 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,081 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,095 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,110 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,125 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,139 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,154 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,168 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.927, mIoU: 0.698
2023-07-25 19:08:00,183 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,195 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,210 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,226 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,238 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,253 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,265 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,274 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,289 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,304 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,317 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,333 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,350 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,363 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:00,377 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 19:08:00,392 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 19:08:00,406 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.926, mIoU: 0.695
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2023-07-25 19:08:00,438 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.926, mIoU: 0.695
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2023-07-25 19:08:00,469 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.926, mIoU: 0.695
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2023-07-25 19:08:00,496 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 19:08:00,510 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,525 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,540 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,552 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,565 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,580 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,594 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.926, mIoU: 0.696
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2023-07-25 19:08:00,677 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,692 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:00,707 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.926, mIoU: 0.696
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2023-07-25 19:08:00,764 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:00,779 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:00,793 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:00,808 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.926, mIoU: 0.696
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2023-07-25 19:08:00,848 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.926, mIoU: 0.697
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2023-07-25 19:08:00,942 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.926, mIoU: 0.697
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2023-07-25 19:08:00,971 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:00,986 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:00,999 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.926, mIoU: 0.697
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2023-07-25 19:08:01,114 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:01,126 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:01,139 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.926, mIoU: 0.697
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2023-07-25 19:08:01,211 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:01,225 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:01,240 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:01,252 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-25 19:08:01,267 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.926, mIoU: 0.698
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2023-07-25 19:08:01,519 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 19:08:01,534 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.926, mIoU: 0.696
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2023-07-25 19:08:01,561 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.926, mIoU: 0.697
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2023-07-25 19:08:01,606 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:01,621 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-25 19:08:01,636 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,651 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,664 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,679 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,692 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,706 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,721 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.925, mIoU: 0.697
2023-07-25 19:08:01,736 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,749 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,764 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,775 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,790 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,805 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,820 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,832 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,848 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,864 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,879 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,891 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,905 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,920 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,931 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:08:01,946 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:08:01,961 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.925, mIoU: 0.696
2023-07-25 19:08:01,975 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:01,988 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,001 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,015 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,029 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,043 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,056 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,071 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,083 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,096 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,111 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,125 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,140 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,155 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,172 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,185 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,200 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,214 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,229 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:02,244 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.925, mIoU: 0.695
2023-07-25 19:08:02,257 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,270 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:02,286 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:02,301 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:02,317 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,330 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,343 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,358 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,373 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,386 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,399 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,414 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,428 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,442 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,456 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,471 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:02,486 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,498 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,512 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,526 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,539 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:02,553 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:02,568 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,583 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,598 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:02,612 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 19:08:02,627 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:08:02,641 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:08:02,655 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:08:02,670 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 19:08:02,685 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,700 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,714 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,729 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,744 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,756 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,769 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,784 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,799 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,812 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,826 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,841 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,855 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,871 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,885 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,900 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,914 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,927 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,940 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,952 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,965 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,978 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:02,993 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:03,008 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:03,021 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:03,034 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,049 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,060 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,074 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,089 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,105 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,120 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,134 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,147 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,162 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,176 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,189 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,204 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,219 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,234 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,247 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,262 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,277 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,291 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.924, mIoU: 0.693
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2023-07-25 19:08:03,318 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,332 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,347 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,362 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,379 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,392 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,407 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:03,422 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:03,437 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:03,451 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.925, mIoU: 0.694
2023-07-25 19:08:03,466 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,480 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,495 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,506 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:03,520 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:03,533 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.694
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2023-07-25 19:08:03,630 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,644 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,658 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.924, mIoU: 0.693
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2023-07-25 19:08:03,687 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,700 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,715 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.925, mIoU: 0.693
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2023-07-25 19:08:03,743 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.925, mIoU: 0.693
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2023-07-25 19:08:03,772 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,785 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,800 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,812 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,827 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.925, mIoU: 0.693
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2023-07-25 19:08:03,885 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,898 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,912 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 19:08:03,927 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,941 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,954 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,967 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:03,981 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:03,996 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,010 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,023 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,037 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,054 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,069 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,083 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,098 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,105 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,120 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,132 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,145 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,218 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,248 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,261 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.924, mIoU: 0.691
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2023-07-25 19:08:04,321 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,336 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,352 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,365 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,387 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,403 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.924, mIoU: 0.691
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2023-07-25 19:08:04,431 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,444 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,459 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,474 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,488 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,503 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,518 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,533 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,548 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,575 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,631 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,645 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,658 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,672 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,715 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.924, mIoU: 0.692
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2023-07-25 19:08:04,811 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,825 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,840 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 19:08:04,854 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,870 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,884 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,893 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,907 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,920 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,934 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,949 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,963 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,978 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,989 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:04,998 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,015 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,030 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,045 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,058 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,073 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,088 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,101 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,116 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,131 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,145 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,159 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,172 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,187 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,201 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,215 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,228 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,242 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,256 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 19:08:05,270 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,285 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,297 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,310 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,324 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 19:08:05,340 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 19:08:21,929 semantic_segmentation INFO: Iters: 68810/150000 || Lr: 0.011511 || Task Loss: 0.4616 || KD Loss: 0.0784|| 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, 8:22:06 || Estimated Time: 1 day, 14:11:30
2023-07-25 19:08:38,318 semantic_segmentation INFO: Iters: 68820/150000 || Lr: 0.011510 || Task Loss: 0.2232 || KD Loss: 0.0415|| 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, 8:22:22 || Estimated Time: 1 day, 14:11:13
2023-07-25 19:08:54,944 semantic_segmentation INFO: Iters: 68830/150000 || Lr: 0.011508 || Task Loss: 0.3844 || KD Loss: 0.0827|| 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, 8:22:39 || Estimated Time: 1 day, 14:10:55
2023-07-25 19:09:11,511 semantic_segmentation INFO: Iters: 68840/150000 || Lr: 0.011507 || Task Loss: 0.4681 || KD Loss: 0.0932|| 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, 8:22:55 || Estimated Time: 1 day, 14:10:38
2023-07-25 19:09:28,400 semantic_segmentation INFO: Iters: 68850/150000 || Lr: 0.011506 || Task Loss: 0.3011 || KD Loss: 0.0647|| 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, 8:23:12 || Estimated Time: 1 day, 14:10:21
2023-07-25 19:09:45,077 semantic_segmentation INFO: Iters: 68860/150000 || Lr: 0.011504 || Task Loss: 0.4369 || KD Loss: 0.1030|| 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, 8:23:29 || Estimated Time: 1 day, 14:10:04
2023-07-25 19:10:01,680 semantic_segmentation INFO: Iters: 68870/150000 || Lr: 0.011503 || Task Loss: 0.3577 || KD Loss: 0.0825|| 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, 8:23:46 || Estimated Time: 1 day, 14:09:46
2023-07-25 19:10:18,251 semantic_segmentation INFO: Iters: 68880/150000 || Lr: 0.011502 || Task Loss: 0.3935 || KD Loss: 0.0805|| 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, 8:24:02 || Estimated Time: 1 day, 14:09:29
2023-07-25 19:10:34,824 semantic_segmentation INFO: Iters: 68890/150000 || Lr: 0.011501 || Task Loss: 0.5372 || KD Loss: 0.1645|| 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, 8:24:19 || Estimated Time: 1 day, 14:09:12
2023-07-25 19:10:51,386 semantic_segmentation INFO: Iters: 68900/150000 || Lr: 0.011499 || Task Loss: 0.6971 || KD Loss: 0.1696|| 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, 8:24:35 || Estimated Time: 1 day, 14:08:54
2023-07-25 19:11:07,920 semantic_segmentation INFO: Iters: 68910/150000 || Lr: 0.011498 || Task Loss: 0.4166 || KD Loss: 0.0904|| 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, 8:24:52 || Estimated Time: 1 day, 14:08:37
2023-07-25 19:11:24,520 semantic_segmentation INFO: Iters: 68920/150000 || Lr: 0.011497 || Task Loss: 0.4242 || KD Loss: 0.0772|| 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, 8:25:08 || Estimated Time: 1 day, 14:08:20
2023-07-25 19:11:41,046 semantic_segmentation INFO: Iters: 68930/150000 || Lr: 0.011495 || Task Loss: 0.6534 || KD Loss: 0.1717|| 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, 8:25:25 || Estimated Time: 1 day, 14:08:02
2023-07-25 19:11:57,620 semantic_segmentation INFO: Iters: 68940/150000 || Lr: 0.011494 || Task Loss: 0.5315 || KD Loss: 0.0965|| 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, 8:25:42 || Estimated Time: 1 day, 14:07:45
2023-07-25 19:12:14,312 semantic_segmentation INFO: Iters: 68950/150000 || Lr: 0.011493 || Task Loss: 0.4291 || KD Loss: 0.0940|| 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, 8:25:58 || Estimated Time: 1 day, 14:07:28
2023-07-25 19:12:30,707 semantic_segmentation INFO: Iters: 68960/150000 || Lr: 0.011492 || Task Loss: 0.3229 || KD Loss: 0.0629|| 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, 8:26:15 || Estimated Time: 1 day, 14:07:10
2023-07-25 19:12:47,151 semantic_segmentation INFO: Iters: 68970/150000 || Lr: 0.011490 || Task Loss: 0.4727 || KD Loss: 0.0970|| 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, 8:26:31 || Estimated Time: 1 day, 14:06:53
2023-07-25 19:13:03,701 semantic_segmentation INFO: Iters: 68980/150000 || Lr: 0.011489 || Task Loss: 0.3514 || KD Loss: 0.0521|| 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, 8:26:48 || Estimated Time: 1 day, 14:06:35
2023-07-25 19:13:20,129 semantic_segmentation INFO: Iters: 68990/150000 || Lr: 0.011488 || Task Loss: 0.5349 || KD Loss: 0.1832|| 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, 8:27:04 || Estimated Time: 1 day, 14:06:18
2023-07-25 19:13:36,702 semantic_segmentation INFO: Iters: 69000/150000 || Lr: 0.011487 || Task Loss: 0.4073 || KD Loss: 0.0733|| 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: 1 day, 8:27:21 || Estimated Time: 1 day, 14:06:00
2023-07-25 19:13:53,196 semantic_segmentation INFO: Iters: 69010/150000 || Lr: 0.011485 || Task Loss: 0.4843 || KD Loss: 0.1241|| 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, 8:27:37 || Estimated Time: 1 day, 14:05:43
2023-07-25 19:14:09,776 semantic_segmentation INFO: Iters: 69020/150000 || Lr: 0.011484 || Task Loss: 0.3973 || KD Loss: 0.0712|| 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, 8:27:54 || Estimated Time: 1 day, 14:05:26
2023-07-25 19:14:26,240 semantic_segmentation INFO: Iters: 69030/150000 || Lr: 0.011483 || Task Loss: 0.5775 || KD Loss: 0.1311|| 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: 1 day, 8:28:10 || Estimated Time: 1 day, 14:05:08
2023-07-25 19:14:42,919 semantic_segmentation INFO: Iters: 69040/150000 || Lr: 0.011481 || Task Loss: 0.6124 || KD Loss: 0.2344|| 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, 8:28:27 || Estimated Time: 1 day, 14:04:51
2023-07-25 19:15:00,148 semantic_segmentation INFO: Iters: 69050/150000 || Lr: 0.011480 || Task Loss: 0.9188 || KD Loss: 0.3286|| 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, 8:28:44 || Estimated Time: 1 day, 14:04:34
2023-07-25 19:15:16,575 semantic_segmentation INFO: Iters: 69060/150000 || Lr: 0.011479 || Task Loss: 0.5474 || KD Loss: 0.1658|| 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, 8:29:01 || Estimated Time: 1 day, 14:04:17
2023-07-25 19:15:33,005 semantic_segmentation INFO: Iters: 69070/150000 || Lr: 0.011478 || Task Loss: 0.5543 || KD Loss: 0.1546|| 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, 8:29:17 || Estimated Time: 1 day, 14:03:59
2023-07-25 19:15:49,414 semantic_segmentation INFO: Iters: 69080/150000 || Lr: 0.011476 || Task Loss: 0.3422 || KD Loss: 0.0898|| 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, 8:29:33 || Estimated Time: 1 day, 14:03:42
2023-07-25 19:16:05,993 semantic_segmentation INFO: Iters: 69090/150000 || Lr: 0.011475 || Task Loss: 0.6845 || KD Loss: 0.1912|| 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, 8:29:50 || Estimated Time: 1 day, 14:03:24
2023-07-25 19:16:22,597 semantic_segmentation INFO: Iters: 69100/150000 || Lr: 0.011474 || Task Loss: 0.4231 || KD Loss: 0.1144|| 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, 8:30:07 || Estimated Time: 1 day, 14:03:07
2023-07-25 19:16:39,110 semantic_segmentation INFO: Iters: 69110/150000 || Lr: 0.011472 || Task Loss: 0.3167 || KD Loss: 0.0564|| 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, 8:30:23 || Estimated Time: 1 day, 14:02:49
2023-07-25 19:16:55,637 semantic_segmentation INFO: Iters: 69120/150000 || Lr: 0.011471 || Task Loss: 0.4919 || KD Loss: 0.0537|| 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, 8:30:40 || Estimated Time: 1 day, 14:02:32
2023-07-25 19:17:12,155 semantic_segmentation INFO: Iters: 69130/150000 || Lr: 0.011470 || Task Loss: 0.5498 || KD Loss: 0.1255|| 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: 1 day, 8:30:56 || Estimated Time: 1 day, 14:02:15
2023-07-25 19:17:28,691 semantic_segmentation INFO: Iters: 69140/150000 || Lr: 0.011469 || Task Loss: 0.2922 || KD Loss: 0.0542|| 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, 8:31:13 || Estimated Time: 1 day, 14:01:57
2023-07-25 19:17:45,142 semantic_segmentation INFO: Iters: 69150/150000 || Lr: 0.011467 || Task Loss: 0.4386 || KD Loss: 0.0985|| 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, 8:31:29 || Estimated Time: 1 day, 14:01:40
2023-07-25 19:18:01,563 semantic_segmentation INFO: Iters: 69160/150000 || Lr: 0.011466 || Task Loss: 0.3844 || KD Loss: 0.0961|| 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, 8:31:46 || Estimated Time: 1 day, 14:01:22
2023-07-25 19:18:18,100 semantic_segmentation INFO: Iters: 69170/150000 || Lr: 0.011465 || Task Loss: 0.3413 || KD Loss: 0.0592|| 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, 8:32:02 || Estimated Time: 1 day, 14:01:05
2023-07-25 19:18:34,673 semantic_segmentation INFO: Iters: 69180/150000 || Lr: 0.011464 || Task Loss: 0.3983 || KD Loss: 0.0755|| 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, 8:32:19 || Estimated Time: 1 day, 14:00:47
2023-07-25 19:18:51,038 semantic_segmentation INFO: Iters: 69190/150000 || Lr: 0.011462 || Task Loss: 0.4411 || KD Loss: 0.1023|| 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, 8:32:35 || Estimated Time: 1 day, 14:00:30
2023-07-25 19:19:07,583 semantic_segmentation INFO: Iters: 69200/150000 || Lr: 0.011461 || Task Loss: 0.2988 || KD Loss: 0.0536|| 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, 8:32:52 || Estimated Time: 1 day, 14:00:12
2023-07-25 19:19:24,337 semantic_segmentation INFO: Iters: 69210/150000 || Lr: 0.011460 || Task Loss: 0.3603 || KD Loss: 0.0909|| 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, 8:33:08 || Estimated Time: 1 day, 13:59:55
2023-07-25 19:19:40,832 semantic_segmentation INFO: Iters: 69220/150000 || Lr: 0.011458 || Task Loss: 0.5609 || KD Loss: 0.0909|| 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, 8:33:25 || Estimated Time: 1 day, 13:59:38
2023-07-25 19:19:57,174 semantic_segmentation INFO: Iters: 69230/150000 || Lr: 0.011457 || Task Loss: 0.3657 || KD Loss: 0.0718|| 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, 8:33:41 || Estimated Time: 1 day, 13:59:20
2023-07-25 19:20:13,752 semantic_segmentation INFO: Iters: 69240/150000 || Lr: 0.011456 || Task Loss: 0.4817 || KD Loss: 0.0588|| 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, 8:33:58 || Estimated Time: 1 day, 13:59:03
2023-07-25 19:20:30,296 semantic_segmentation INFO: Iters: 69250/150000 || Lr: 0.011455 || Task Loss: 0.5333 || KD Loss: 0.1264|| 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, 8:34:14 || Estimated Time: 1 day, 13:58:46
2023-07-25 19:20:46,769 semantic_segmentation INFO: Iters: 69260/150000 || Lr: 0.011453 || Task Loss: 0.5388 || KD Loss: 0.1101|| 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, 8:34:31 || Estimated Time: 1 day, 13:58:28
2023-07-25 19:21:03,249 semantic_segmentation INFO: Iters: 69270/150000 || Lr: 0.011452 || Task Loss: 0.4683 || KD Loss: 0.0847|| 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, 8:34:47 || Estimated Time: 1 day, 13:58:11
2023-07-25 19:21:19,762 semantic_segmentation INFO: Iters: 69280/150000 || Lr: 0.011451 || Task Loss: 0.4610 || KD Loss: 0.0836|| 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, 8:35:04 || Estimated Time: 1 day, 13:57:53
2023-07-25 19:21:36,208 semantic_segmentation INFO: Iters: 69290/150000 || Lr: 0.011450 || Task Loss: 0.6903 || KD Loss: 0.1005|| 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, 8:35:20 || Estimated Time: 1 day, 13:57:36
2023-07-25 19:21:52,736 semantic_segmentation INFO: Iters: 69300/150000 || Lr: 0.011448 || Task Loss: 0.5586 || KD Loss: 0.1406|| 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, 8:35:37 || Estimated Time: 1 day, 13:57:18
2023-07-25 19:22:09,121 semantic_segmentation INFO: Iters: 69310/150000 || Lr: 0.011447 || Task Loss: 0.4456 || KD Loss: 0.1079|| 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, 8:35:53 || Estimated Time: 1 day, 13:57:01
2023-07-25 19:22:25,554 semantic_segmentation INFO: Iters: 69320/150000 || Lr: 0.011446 || Task Loss: 0.5058 || KD Loss: 0.1277|| 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, 8:36:10 || Estimated Time: 1 day, 13:56:43
2023-07-25 19:22:42,108 semantic_segmentation INFO: Iters: 69330/150000 || Lr: 0.011444 || Task Loss: 0.2459 || KD Loss: 0.0459|| 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, 8:36:26 || Estimated Time: 1 day, 13:56:26
2023-07-25 19:22:58,627 semantic_segmentation INFO: Iters: 69340/150000 || Lr: 0.011443 || Task Loss: 0.4820 || KD Loss: 0.0563|| 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, 8:36:43 || Estimated Time: 1 day, 13:56:08
2023-07-25 19:23:15,067 semantic_segmentation INFO: Iters: 69350/150000 || Lr: 0.011442 || Task Loss: 0.5075 || KD Loss: 0.1196|| 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, 8:36:59 || Estimated Time: 1 day, 13:55:51
2023-07-25 19:23:31,539 semantic_segmentation INFO: Iters: 69360/150000 || Lr: 0.011441 || Task Loss: 0.4869 || KD Loss: 0.1187|| 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, 8:37:16 || Estimated Time: 1 day, 13:55:34
2023-07-25 19:23:48,028 semantic_segmentation INFO: Iters: 69370/150000 || Lr: 0.011439 || Task Loss: 0.3587 || KD Loss: 0.0879|| 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, 8:37:32 || Estimated Time: 1 day, 13:55:16
2023-07-25 19:24:04,418 semantic_segmentation INFO: Iters: 69380/150000 || Lr: 0.011438 || Task Loss: 0.3864 || KD Loss: 0.0574|| 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, 8:37:48 || Estimated Time: 1 day, 13:54:59
2023-07-25 19:24:20,805 semantic_segmentation INFO: Iters: 69390/150000 || Lr: 0.011437 || Task Loss: 0.5010 || KD Loss: 0.1495|| 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, 8:38:05 || Estimated Time: 1 day, 13:54:41
2023-07-25 19:24:37,266 semantic_segmentation INFO: Iters: 69400/150000 || Lr: 0.011435 || Task Loss: 0.5177 || KD Loss: 0.0907|| 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, 8:38:21 || Estimated Time: 1 day, 13:54:23
2023-07-25 19:24:53,779 semantic_segmentation INFO: Iters: 69410/150000 || Lr: 0.011434 || Task Loss: 0.3099 || KD Loss: 0.0851|| 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, 8:38:38 || Estimated Time: 1 day, 13:54:06
2023-07-25 19:25:10,154 semantic_segmentation INFO: Iters: 69420/150000 || Lr: 0.011433 || Task Loss: 0.4419 || KD Loss: 0.0666|| 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, 8:38:54 || Estimated Time: 1 day, 13:53:48
2023-07-25 19:25:26,534 semantic_segmentation INFO: Iters: 69430/150000 || Lr: 0.011432 || Task Loss: 0.4609 || KD Loss: 0.0959|| 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, 8:39:11 || Estimated Time: 1 day, 13:53:31
2023-07-25 19:25:45,240 semantic_segmentation INFO: Iters: 69440/150000 || Lr: 0.011430 || Task Loss: 0.4900 || KD Loss: 0.1643|| 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, 8:39:29 || Estimated Time: 1 day, 13:53:16
2023-07-25 19:26:03,011 semantic_segmentation INFO: Iters: 69450/150000 || Lr: 0.011429 || Task Loss: 0.3937 || KD Loss: 0.0885|| 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, 8:39:47 || Estimated Time: 1 day, 13:53:00
2023-07-25 19:26:19,377 semantic_segmentation INFO: Iters: 69460/150000 || Lr: 0.011428 || Task Loss: 0.2540 || KD Loss: 0.0507|| 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, 8:40:03 || Estimated Time: 1 day, 13:52:42
2023-07-25 19:26:35,781 semantic_segmentation INFO: Iters: 69470/150000 || Lr: 0.011427 || Task Loss: 0.3723 || KD Loss: 0.1009|| 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, 8:40:20 || Estimated Time: 1 day, 13:52:25
2023-07-25 19:26:52,164 semantic_segmentation INFO: Iters: 69480/150000 || Lr: 0.011425 || Task Loss: 0.3343 || KD Loss: 0.0556|| 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, 8:40:36 || Estimated Time: 1 day, 13:52:07
2023-07-25 19:27:08,673 semantic_segmentation INFO: Iters: 69490/150000 || Lr: 0.011424 || Task Loss: 0.2869 || KD Loss: 0.0439|| 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, 8:40:53 || Estimated Time: 1 day, 13:51:50
2023-07-25 19:27:25,112 semantic_segmentation INFO: Iters: 69500/150000 || Lr: 0.011423 || Task Loss: 0.4763 || KD Loss: 0.1042|| 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, 8:41:09 || Estimated Time: 1 day, 13:51:32
2023-07-25 19:27:41,493 semantic_segmentation INFO: Iters: 69510/150000 || Lr: 0.011421 || Task Loss: 0.3312 || KD Loss: 0.0677|| 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, 8:41:25 || Estimated Time: 1 day, 13:51:15
2023-07-25 19:27:57,897 semantic_segmentation INFO: Iters: 69520/150000 || Lr: 0.011420 || Task Loss: 0.5314 || KD Loss: 0.1214|| 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, 8:41:42 || Estimated Time: 1 day, 13:50:57
2023-07-25 19:28:14,249 semantic_segmentation INFO: Iters: 69530/150000 || Lr: 0.011419 || Task Loss: 0.3961 || KD Loss: 0.0725|| 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, 8:41:58 || Estimated Time: 1 day, 13:50:40
2023-07-25 19:28:30,677 semantic_segmentation INFO: Iters: 69540/150000 || Lr: 0.011418 || Task Loss: 0.4609 || KD Loss: 0.0638|| 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, 8:42:15 || Estimated Time: 1 day, 13:50:22
2023-07-25 19:28:47,191 semantic_segmentation INFO: Iters: 69550/150000 || Lr: 0.011416 || Task Loss: 0.3587 || 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, 8:42:31 || Estimated Time: 1 day, 13:50:05
2023-07-25 19:29:03,625 semantic_segmentation INFO: Iters: 69560/150000 || Lr: 0.011415 || Task Loss: 0.4048 || KD Loss: 0.0920|| 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, 8:42:48 || Estimated Time: 1 day, 13:49:47
2023-07-25 19:29:20,019 semantic_segmentation INFO: Iters: 69570/150000 || Lr: 0.011414 || Task Loss: 0.7615 || KD Loss: 0.3385|| 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: 1 day, 8:43:04 || Estimated Time: 1 day, 13:49:30
2023-07-25 19:29:36,362 semantic_segmentation INFO: Iters: 69580/150000 || Lr: 0.011412 || Task Loss: 0.4038 || KD Loss: 0.0791|| 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: 1 day, 8:43:20 || Estimated Time: 1 day, 13:49:12
2023-07-25 19:29:52,782 semantic_segmentation INFO: Iters: 69590/150000 || Lr: 0.011411 || Task Loss: 0.4260 || KD Loss: 0.0996|| 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, 8:43:37 || Estimated Time: 1 day, 13:48:55
2023-07-25 19:30:09,156 semantic_segmentation INFO: Iters: 69600/150000 || Lr: 0.011410 || Task Loss: 0.4204 || KD Loss: 0.0541|| 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, 8:43:53 || Estimated Time: 1 day, 13:48:37
2023-07-25 19:30:09,266 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:30:09,723 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-25 19:30:09,738 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.134
2023-07-25 19:30:09,751 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.166
2023-07-25 19:30:09,766 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.164
2023-07-25 19:30:09,780 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.241
2023-07-25 19:30:09,792 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.286
2023-07-25 19:30:09,806 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.331
2023-07-25 19:30:09,820 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.335
2023-07-25 19:30:09,833 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.378
2023-07-25 19:30:09,847 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.423
2023-07-25 19:30:09,861 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.462
2023-07-25 19:30:09,876 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.508
2023-07-25 19:30:09,889 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.507
2023-07-25 19:30:09,904 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.491
2023-07-25 19:30:09,918 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.481
2023-07-25 19:30:09,930 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.477
2023-07-25 19:30:09,942 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.474
2023-07-25 19:30:09,955 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.474
2023-07-25 19:30:09,969 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.475
2023-07-25 19:30:09,985 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.533
2023-07-25 19:30:09,999 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.533
2023-07-25 19:30:10,014 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.538
2023-07-25 19:30:10,028 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.572
2023-07-25 19:30:10,044 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.572
2023-07-25 19:30:10,059 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.571
2023-07-25 19:30:10,073 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.565
2023-07-25 19:30:10,088 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.569
2023-07-25 19:30:10,099 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.571
2023-07-25 19:30:10,114 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.560
2023-07-25 19:30:10,128 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.560
2023-07-25 19:30:10,142 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-25 19:30:10,157 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.559
2023-07-25 19:30:10,172 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.563
2023-07-25 19:30:10,187 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.556
2023-07-25 19:30:10,202 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.588
2023-07-25 19:30:10,217 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.589
2023-07-25 19:30:10,230 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.589
2023-07-25 19:30:10,242 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.634
2023-07-25 19:30:10,259 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.634
2023-07-25 19:30:10,271 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.632
2023-07-25 19:30:10,285 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-25 19:30:10,300 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-25 19:30:10,314 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-25 19:30:10,328 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.649
2023-07-25 19:30:10,343 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-25 19:30:10,358 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-25 19:30:10,371 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-25 19:30:10,383 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.664
2023-07-25 19:30:10,399 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.663
2023-07-25 19:30:10,415 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-25 19:30:10,430 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-25 19:30:10,445 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.661
2023-07-25 19:30:10,458 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-25 19:30:10,473 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.658
2023-07-25 19:30:10,488 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-25 19:30:10,500 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-25 19:30:10,515 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-25 19:30:10,531 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.650
2023-07-25 19:30:10,544 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.651
2023-07-25 19:30:10,558 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-25 19:30:10,571 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-25 19:30:10,585 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-25 19:30:10,598 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-25 19:30:10,615 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-25 19:30:10,628 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-25 19:30:10,642 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-25 19:30:10,656 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-25 19:30:10,669 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-25 19:30:10,685 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.736
2023-07-25 19:30:10,700 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-25 19:30:10,716 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-25 19:30:10,730 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-25 19:30:10,745 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-25 19:30:10,760 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-25 19:30:10,775 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-25 19:30:10,792 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-25 19:30:10,807 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.745
2023-07-25 19:30:10,816 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.743
2023-07-25 19:30:10,831 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.746
2023-07-25 19:30:10,847 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.746
2023-07-25 19:30:10,860 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-25 19:30:10,874 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.722
2023-07-25 19:30:10,889 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-25 19:30:10,904 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:10,919 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 19:30:10,934 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:30:10,948 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:10,963 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:10,977 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:10,990 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:11,005 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-25 19:30:11,020 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-25 19:30:11,034 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 19:30:11,049 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:11,063 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:11,078 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-25 19:30:11,091 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 19:30:11,104 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 19:30:11,119 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.683
2023-07-25 19:30:11,131 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 19:30:11,146 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-25 19:30:11,160 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-25 19:30:11,173 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-25 19:30:11,187 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 19:30:11,202 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 19:30:11,214 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-25 19:30:11,229 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-25 19:30:11,244 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-25 19:30:11,256 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-25 19:30:11,269 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-25 19:30:11,281 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-25 19:30:11,294 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-25 19:30:11,310 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-25 19:30:11,324 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.689
2023-07-25 19:30:11,339 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-25 19:30:11,352 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-25 19:30:11,365 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-25 19:30:11,380 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-25 19:30:11,393 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.684
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2023-07-25 19:30:11,448 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.678
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2023-07-25 19:30:11,513 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-25 19:30:11,523 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.661
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2023-07-25 19:30:11,550 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-25 19:30:11,565 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-25 19:30:11,578 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.670
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2023-07-25 19:30:11,633 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.659
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2023-07-25 19:30:11,660 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-25 19:30:11,673 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-25 19:30:11,687 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.662
2023-07-25 19:30:11,702 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-25 19:30:11,718 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-25 19:30:11,734 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-25 19:30:11,749 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-25 19:30:11,763 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-25 19:30:11,778 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-25 19:30:11,793 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-25 19:30:11,804 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-25 19:30:11,820 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-25 19:30:11,835 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-25 19:30:11,848 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.926, mIoU: 0.672
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2023-07-25 19:30:11,876 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-25 19:30:11,889 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-25 19:30:11,962 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-25 19:30:12,058 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.926, mIoU: 0.668
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2023-07-25 19:30:12,087 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.925, mIoU: 0.653
2023-07-25 19:30:12,102 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.924, mIoU: 0.649
2023-07-25 19:30:12,118 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.923, mIoU: 0.648
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2023-07-25 19:30:12,195 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.924, mIoU: 0.652
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2023-07-25 19:30:12,393 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-25 19:30:12,435 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.924, mIoU: 0.654
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2023-07-25 19:30:13,090 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.923, mIoU: 0.650
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2023-07-25 19:30:15,864 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:15,879 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:15,894 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:15,909 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:15,924 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:15,939 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:15,954 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:15,968 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:15,983 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:15,996 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,009 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,024 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,039 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 19:30:16,053 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 19:30:16,067 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,079 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,093 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,105 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 19:30:16,115 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,128 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,141 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,155 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,169 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,183 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,198 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,212 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,221 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,231 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:30:16,243 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,256 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,271 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,283 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 19:30:16,298 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,313 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,328 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,342 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,356 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,369 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 19:30:16,383 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 19:30:16,398 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 19:30:16,410 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 19:30:16,426 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 19:30:16,437 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 19:30:16,452 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 19:30:16,466 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 19:30:16,481 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 19:30:16,496 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-25 19:30:16,511 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 19:30:16,521 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 19:30:16,533 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 19:30:16,548 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 19:30:16,563 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 19:30:16,576 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 19:30:16,589 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 19:30:16,602 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,617 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,632 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 19:30:16,645 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 19:30:16,654 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,669 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,683 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,696 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,710 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:16,725 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:16,737 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:16,751 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,764 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,778 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,793 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,807 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,822 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,836 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:16,849 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:16,864 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,878 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 19:30:16,891 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 19:30:16,904 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 19:30:16,919 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:16,934 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:16,948 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 19:30:16,960 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 19:30:16,973 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 19:30:17,017 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 19:30:17,031 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:17,044 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:17,058 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 19:30:17,073 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 19:30:17,086 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:17,100 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:30:17,111 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 19:30:17,126 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 19:30:17,139 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 19:30:17,150 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 19:30:17,162 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 19:30:17,177 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,192 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,206 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,221 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,229 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,243 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:30:17,258 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:17,273 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:17,288 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,302 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,315 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,327 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,341 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,356 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,370 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,382 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,395 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,409 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,423 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,438 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 19:30:17,451 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,466 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,482 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,498 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,511 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,527 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,542 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,555 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:17,570 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:17,584 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:17,599 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,614 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,627 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,642 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,656 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,672 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,681 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,695 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,710 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,722 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:17,736 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,748 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,762 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-25 19:30:17,790 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 19:30:17,814 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:17,826 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:17,840 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 19:30:17,873 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:17,887 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:17,901 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,914 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:17,929 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-25 19:30:17,956 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:17,971 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:17,986 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,001 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,015 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 19:30:18,030 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,041 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 19:30:18,098 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,112 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 19:30:18,123 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 19:30:18,137 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-25 19:30:18,222 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,236 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 19:30:18,251 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:18,266 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 19:30:18,282 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-25 19:30:18,340 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-25 19:30:18,383 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 19:30:18,399 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,412 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,427 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-25 19:30:18,457 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-25 19:30:18,516 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,529 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:18,543 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:18,557 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:18,575 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:18,589 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,603 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:18,613 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,626 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,640 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,653 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,668 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,681 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,694 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,710 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,726 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,741 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,757 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,770 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,784 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,797 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,811 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,826 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,842 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,856 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,874 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,888 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,901 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,916 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:18,930 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,942 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,954 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,968 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:18,983 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:18,998 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:19,010 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,024 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,038 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,052 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,065 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,077 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,085 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,099 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,114 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,128 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,143 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,157 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,171 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,186 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,200 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:19,212 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:19,226 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:19,240 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,254 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,268 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,280 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,293 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,305 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,318 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:19,331 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,344 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,356 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:19,370 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,385 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,397 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,410 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,423 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,434 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,448 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,463 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,477 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,493 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,508 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,523 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,535 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,551 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,566 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,583 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,598 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 19:30:19,613 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 19:30:19,629 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 19:30:19,642 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,655 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,668 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,683 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,699 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,711 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,724 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,739 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,753 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,767 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,782 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,796 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,809 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 19:30:19,823 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,836 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,849 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,864 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,878 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:19,895 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,908 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,924 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,939 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:19,952 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,965 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,981 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:19,997 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:20,012 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:20,028 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 19:30:20,040 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:20,053 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 19:30:20,068 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 19:30:20,081 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 19:30:20,096 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 19:30:20,112 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,126 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,140 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,153 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,167 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,182 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,195 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,207 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,221 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,236 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,248 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,263 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,277 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,290 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,303 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,317 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,333 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,349 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,362 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,375 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,388 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,403 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,416 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,429 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,444 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:20,458 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,471 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,486 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:20,502 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,517 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,532 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,545 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,557 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,571 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,584 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,597 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,610 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,625 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,637 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:20,650 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:20,664 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:20,679 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,694 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,709 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,722 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,735 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,750 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:20,764 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:20,779 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:20,794 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:20,807 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:20,819 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,831 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,846 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,861 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,875 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,890 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:20,901 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,915 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,930 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:20,945 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,957 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,972 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:20,985 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,001 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:21,014 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 19:30:21,029 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,041 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,056 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,070 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,083 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,098 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,113 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,128 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,142 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,157 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,171 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,186 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,200 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,214 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,229 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,241 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,254 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,267 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,283 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,296 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,312 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,327 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,339 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,353 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,370 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,384 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,398 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,413 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,428 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 19:30:21,441 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,455 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,470 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,485 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,499 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,510 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,527 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 19:30:21,541 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 19:30:21,555 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,568 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,582 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 19:30:21,597 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,611 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,626 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,638 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,653 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,665 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:21,679 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,693 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,705 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,721 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,734 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,749 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 19:30:21,765 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 19:30:21,780 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 19:30:21,794 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,809 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,823 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,837 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,853 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,868 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,883 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,898 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:21,908 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,924 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,936 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,950 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,964 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,979 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:21,992 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:22,006 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 19:30:22,020 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:22,034 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:22,048 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 19:30:22,063 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,075 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,090 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,104 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,118 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,130 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,144 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,158 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,173 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,185 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,199 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,213 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,226 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,239 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,253 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,265 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,279 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,291 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,304 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,318 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,333 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,347 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 19:30:22,361 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 19:30:22,376 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,388 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,401 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,415 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,428 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,441 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,455 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,470 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,484 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,500 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,513 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,526 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,541 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 19:30:22,556 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,569 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,584 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,597 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,612 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,626 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 19:30:22,642 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,657 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,671 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:22,680 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,695 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,711 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,723 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:22,737 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:22,752 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:22,766 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:22,779 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:22,793 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:22,808 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:22,823 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:22,837 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:22,851 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,867 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,882 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,894 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:22,909 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:22,924 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:22,938 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,951 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,966 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:22,981 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:22,996 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:23,003 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:23,016 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:23,029 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:23,041 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:23,053 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 19:30:23,067 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:23,081 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:23,095 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 19:30:23,107 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:23,119 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:23,134 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 19:30:23,144 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:23,159 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 19:30:23,171 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,186 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,200 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,214 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,228 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,239 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,252 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,266 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,280 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,295 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 19:30:23,309 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,321 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,331 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,341 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,354 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,365 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,379 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,392 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,406 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,422 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 19:30:23,437 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,451 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,466 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,481 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,497 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,512 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,526 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,540 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,555 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,570 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,582 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,595 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,609 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,621 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,636 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,649 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,663 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,677 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,694 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,709 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,721 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,736 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,750 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,764 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,778 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 19:30:23,790 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 19:30:23,803 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 19:30:23,817 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 19:30:23,831 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 19:30:23,845 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 19:30:23,859 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,874 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,889 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 19:30:23,903 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,917 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,931 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,947 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,957 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,970 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 19:30:23,984 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:23,996 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:24,011 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:24,026 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 19:30:24,041 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,056 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,071 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,085 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,100 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,112 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,127 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,139 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,154 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,168 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,181 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,195 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,208 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,222 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,237 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,252 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,266 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,281 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,294 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,306 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,320 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,333 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,345 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 19:30:24,360 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,375 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,389 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,402 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 19:30:24,415 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,430 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,445 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,460 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,473 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 19:30:24,485 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 19:30:24,501 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,516 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,530 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 19:30:24,545 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,559 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,574 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,588 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,602 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 19:30:24,617 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 19:30:24,631 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:24,645 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:24,660 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,672 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:24,687 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,701 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,716 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,728 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 19:30:24,742 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 19:30:24,756 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,772 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,784 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,799 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,813 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,827 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,842 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,857 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,871 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,884 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,899 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,914 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,927 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,943 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,956 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:24,965 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,980 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:24,995 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,007 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,022 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,036 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,049 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,061 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,075 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,090 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,104 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,120 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,134 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,150 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,164 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,177 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,191 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,206 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,221 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,234 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,248 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,263 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,278 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,293 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,308 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,320 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,335 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,349 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,363 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,378 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,393 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,408 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,422 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,434 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,448 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,462 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,476 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,490 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,503 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,518 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,530 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,543 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,554 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,568 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,582 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,596 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,610 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,620 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,632 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,648 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,663 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,675 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,690 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,706 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,720 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,733 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,747 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,762 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,774 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,789 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,801 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,814 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,828 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,843 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,857 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-25 19:30:25,884 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,899 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,914 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,926 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 19:30:25,940 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,955 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,971 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,986 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:25,999 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:26,012 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:26,027 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:26,041 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:26,054 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:30:26,067 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 19:30:26,097 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 19:30:26,119 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 19:30:26,202 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-25 19:30:26,227 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.927, mIoU: 0.685
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2023-07-25 19:30:26,343 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-25 19:30:26,469 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,484 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-25 19:30:26,626 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:26,641 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,653 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,665 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:26,679 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,692 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,706 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:26,718 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:30:26,733 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:26,745 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:26,757 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:26,771 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:30:26,785 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 19:30:26,799 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 19:30:26,813 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,829 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,841 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,856 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,870 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,885 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,900 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,912 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,925 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,940 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,955 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,973 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:26,987 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,000 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,014 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,029 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,041 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,054 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,068 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,083 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,098 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,112 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,126 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,142 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,154 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,168 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,183 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,196 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,210 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,225 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,239 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,254 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,268 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,283 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,297 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,311 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,325 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,340 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,355 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,369 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,384 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,398 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,411 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,424 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,438 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,453 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,466 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,480 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,496 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,511 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,525 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,540 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,554 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,569 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,582 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,594 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,607 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,620 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,633 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,648 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,662 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,675 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,688 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,703 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:30:27,714 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,728 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,743 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,758 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,773 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,787 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,800 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,815 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:27,829 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,842 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,857 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,872 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,887 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,900 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,915 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,930 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:27,944 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,959 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,971 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:27,986 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,002 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,017 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,032 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,044 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,059 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,074 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,088 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,103 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,117 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,132 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,147 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,157 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,171 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,184 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,196 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 19:30:28,213 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,227 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,241 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,253 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,266 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,279 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,294 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,307 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,322 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,336 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,349 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,363 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,378 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,390 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,405 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,419 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,431 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,446 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:28,457 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,472 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 19:30:28,486 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:28,502 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,517 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,530 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,542 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,556 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,571 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,585 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,598 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,611 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,625 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,640 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,655 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,668 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,682 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,699 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,714 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,728 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,743 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:28,751 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:28,766 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,778 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,791 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,805 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,820 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,834 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,849 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,864 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,878 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:28,893 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:28,906 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,920 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,936 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,951 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,966 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,981 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:28,999 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 19:30:29,013 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,027 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,042 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,056 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 19:30:29,082 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,097 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,113 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,127 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:30:29,142 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 19:30:29,156 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,171 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,186 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,199 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,213 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,226 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,241 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,255 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,270 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,288 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,300 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,315 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,330 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,345 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,360 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,374 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,389 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,404 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,417 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,431 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,444 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,459 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,473 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,488 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,504 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:30:29,519 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,532 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,542 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,556 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,569 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,583 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,598 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,612 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,626 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,637 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,647 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,663 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,677 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,691 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,704 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,718 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,733 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,746 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,761 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,775 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,789 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,803 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,816 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,830 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,845 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,859 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,872 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,886 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,901 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 19:30:29,915 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,930 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,943 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,956 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,970 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 19:30:29,986 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:30:46,428 semantic_segmentation INFO: Iters: 69610/150000 || Lr: 0.011409 || Task Loss: 0.3987 || KD Loss: 0.0874|| 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, 8:44:30 || Estimated Time: 1 day, 13:48:44
2023-07-25 19:31:02,838 semantic_segmentation INFO: Iters: 69620/150000 || Lr: 0.011407 || Task Loss: 0.4363 || KD Loss: 0.0987|| 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, 8:44:47 || Estimated Time: 1 day, 13:48:26
2023-07-25 19:31:19,202 semantic_segmentation INFO: Iters: 69630/150000 || Lr: 0.011406 || Task Loss: 0.4287 || KD Loss: 0.1063|| 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, 8:45:03 || Estimated Time: 1 day, 13:48:08
2023-07-25 19:31:35,607 semantic_segmentation INFO: Iters: 69640/150000 || Lr: 0.011405 || Task Loss: 0.4627 || KD Loss: 0.0877|| 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, 8:45:20 || Estimated Time: 1 day, 13:47:51
2023-07-25 19:31:52,085 semantic_segmentation INFO: Iters: 69650/150000 || Lr: 0.011404 || Task Loss: 0.5661 || KD Loss: 0.1142|| 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, 8:45:36 || Estimated Time: 1 day, 13:47:33
2023-07-25 19:32:08,533 semantic_segmentation INFO: Iters: 69660/150000 || Lr: 0.011402 || Task Loss: 0.4981 || KD Loss: 0.1236|| 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, 8:45:53 || Estimated Time: 1 day, 13:47:16
2023-07-25 19:32:24,905 semantic_segmentation INFO: Iters: 69670/150000 || Lr: 0.011401 || Task Loss: 0.3774 || KD Loss: 0.0626|| 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, 8:46:09 || Estimated Time: 1 day, 13:46:58
2023-07-25 19:32:41,328 semantic_segmentation INFO: Iters: 69680/150000 || Lr: 0.011400 || Task Loss: 0.4519 || KD Loss: 0.1029|| 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, 8:46:25 || Estimated Time: 1 day, 13:46:41
2023-07-25 19:32:57,727 semantic_segmentation INFO: Iters: 69690/150000 || Lr: 0.011398 || Task Loss: 0.3771 || KD Loss: 0.0798|| 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, 8:46:42 || Estimated Time: 1 day, 13:46:23
2023-07-25 19:33:14,116 semantic_segmentation INFO: Iters: 69700/150000 || Lr: 0.011397 || Task Loss: 0.4239 || KD Loss: 0.0721|| 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, 8:46:58 || Estimated Time: 1 day, 13:46:06
2023-07-25 19:33:30,486 semantic_segmentation INFO: Iters: 69710/150000 || Lr: 0.011396 || Task Loss: 0.3488 || KD Loss: 0.0573|| 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, 8:47:14 || Estimated Time: 1 day, 13:45:48
2023-07-25 19:33:46,886 semantic_segmentation INFO: Iters: 69720/150000 || Lr: 0.011395 || Task Loss: 0.3733 || KD Loss: 0.0600|| 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, 8:47:31 || Estimated Time: 1 day, 13:45:31
2023-07-25 19:34:03,203 semantic_segmentation INFO: Iters: 69730/150000 || Lr: 0.011393 || Task Loss: 0.5606 || KD Loss: 0.0974|| 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, 8:47:47 || Estimated Time: 1 day, 13:45:13
2023-07-25 19:34:19,632 semantic_segmentation INFO: Iters: 69740/150000 || Lr: 0.011392 || Task Loss: 0.3918 || KD Loss: 0.0764|| 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, 8:48:04 || Estimated Time: 1 day, 13:44:56
2023-07-25 19:34:35,993 semantic_segmentation INFO: Iters: 69750/150000 || Lr: 0.011391 || Task Loss: 0.2983 || KD Loss: 0.0564|| 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, 8:48:20 || Estimated Time: 1 day, 13:44:38
2023-07-25 19:34:52,357 semantic_segmentation INFO: Iters: 69760/150000 || Lr: 0.011389 || Task Loss: 0.4454 || KD Loss: 0.0927|| 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, 8:48:36 || Estimated Time: 1 day, 13:44:20
2023-07-25 19:35:08,783 semantic_segmentation INFO: Iters: 69770/150000 || Lr: 0.011388 || Task Loss: 0.3147 || KD Loss: 0.0568|| 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, 8:48:53 || Estimated Time: 1 day, 13:44:03
2023-07-25 19:35:25,183 semantic_segmentation INFO: Iters: 69780/150000 || Lr: 0.011387 || Task Loss: 0.7035 || KD Loss: 0.1645|| 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, 8:49:09 || Estimated Time: 1 day, 13:43:45
2023-07-25 19:35:41,502 semantic_segmentation INFO: Iters: 69790/150000 || Lr: 0.011386 || Task Loss: 0.3101 || KD Loss: 0.0628|| 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, 8:49:25 || Estimated Time: 1 day, 13:43:28
2023-07-25 19:35:57,898 semantic_segmentation INFO: Iters: 69800/150000 || Lr: 0.011384 || Task Loss: 0.3372 || KD Loss: 0.0525|| 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, 8:49:42 || Estimated Time: 1 day, 13:43:10
2023-07-25 19:36:14,288 semantic_segmentation INFO: Iters: 69810/150000 || Lr: 0.011383 || Task Loss: 0.3949 || KD Loss: 0.0778|| 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, 8:49:58 || Estimated Time: 1 day, 13:42:53
2023-07-25 19:36:30,699 semantic_segmentation INFO: Iters: 69820/150000 || Lr: 0.011382 || Task Loss: 0.2931 || KD Loss: 0.0792|| 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, 8:50:15 || Estimated Time: 1 day, 13:42:35
2023-07-25 19:36:47,074 semantic_segmentation INFO: Iters: 69830/150000 || Lr: 0.011381 || Task Loss: 0.8510 || KD Loss: 0.3741|| 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, 8:50:31 || Estimated Time: 1 day, 13:42:17
2023-07-25 19:37:03,468 semantic_segmentation INFO: Iters: 69840/150000 || Lr: 0.011379 || Task Loss: 0.3512 || KD Loss: 0.0671|| 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, 8:50:47 || Estimated Time: 1 day, 13:42:00
2023-07-25 19:37:19,801 semantic_segmentation INFO: Iters: 69850/150000 || Lr: 0.011378 || Task Loss: 0.4881 || KD Loss: 0.1518|| 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, 8:51:04 || Estimated Time: 1 day, 13:41:42
2023-07-25 19:37:36,246 semantic_segmentation INFO: Iters: 69860/150000 || Lr: 0.011377 || Task Loss: 0.3932 || KD Loss: 0.0733|| 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, 8:51:20 || Estimated Time: 1 day, 13:41:25
2023-07-25 19:37:52,619 semantic_segmentation INFO: Iters: 69870/150000 || Lr: 0.011375 || Task Loss: 0.3555 || KD Loss: 0.0717|| 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, 8:51:37 || Estimated Time: 1 day, 13:41:07
2023-07-25 19:38:09,028 semantic_segmentation INFO: Iters: 69880/150000 || Lr: 0.011374 || Task Loss: 0.3885 || KD Loss: 0.0766|| 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, 8:51:53 || Estimated Time: 1 day, 13:40:50
2023-07-25 19:38:25,347 semantic_segmentation INFO: Iters: 69890/150000 || Lr: 0.011373 || Task Loss: 0.4596 || KD Loss: 0.1246|| 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, 8:52:09 || Estimated Time: 1 day, 13:40:32
2023-07-25 19:38:41,787 semantic_segmentation INFO: Iters: 69900/150000 || Lr: 0.011372 || Task Loss: 0.4411 || KD Loss: 0.0654|| 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, 8:52:26 || Estimated Time: 1 day, 13:40:15
2023-07-25 19:38:58,119 semantic_segmentation INFO: Iters: 69910/150000 || Lr: 0.011370 || Task Loss: 0.6436 || KD Loss: 0.1445|| 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, 8:52:42 || Estimated Time: 1 day, 13:39:57
2023-07-25 19:39:14,520 semantic_segmentation INFO: Iters: 69920/150000 || Lr: 0.011369 || Task Loss: 0.4341 || KD Loss: 0.1195|| 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, 8:52:58 || Estimated Time: 1 day, 13:39:39
2023-07-25 19:39:30,939 semantic_segmentation INFO: Iters: 69930/150000 || Lr: 0.011368 || Task Loss: 0.3887 || KD Loss: 0.0678|| 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, 8:53:15 || Estimated Time: 1 day, 13:39:22
2023-07-25 19:39:47,309 semantic_segmentation INFO: Iters: 69940/150000 || Lr: 0.011367 || Task Loss: 0.3460 || KD Loss: 0.0987|| 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, 8:53:31 || Estimated Time: 1 day, 13:39:04
2023-07-25 19:40:03,684 semantic_segmentation INFO: Iters: 69950/150000 || Lr: 0.011365 || Task Loss: 0.4894 || KD Loss: 0.1330|| 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, 8:53:48 || Estimated Time: 1 day, 13:38:47
2023-07-25 19:40:20,069 semantic_segmentation INFO: Iters: 69960/150000 || Lr: 0.011364 || Task Loss: 0.3023 || KD Loss: 0.0567|| 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, 8:54:04 || Estimated Time: 1 day, 13:38:29
2023-07-25 19:40:36,462 semantic_segmentation INFO: Iters: 69970/150000 || Lr: 0.011363 || Task Loss: 0.4837 || KD Loss: 0.0735|| 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, 8:54:20 || Estimated Time: 1 day, 13:38:12
2023-07-25 19:40:52,844 semantic_segmentation INFO: Iters: 69980/150000 || Lr: 0.011361 || Task Loss: 0.5607 || KD Loss: 0.1046|| 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, 8:54:37 || Estimated Time: 1 day, 13:37:54
2023-07-25 19:41:09,243 semantic_segmentation INFO: Iters: 69990/150000 || Lr: 0.011360 || Task Loss: 0.3394 || KD Loss: 0.0614|| 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, 8:54:53 || Estimated Time: 1 day, 13:37:37
2023-07-25 19:41:25,619 semantic_segmentation INFO: Iters: 70000/150000 || Lr: 0.011359 || Task Loss: 0.6401 || KD Loss: 0.1574|| 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, 8:55:10 || Estimated Time: 1 day, 13:37:19
2023-07-25 19:41:42,023 semantic_segmentation INFO: Iters: 70010/150000 || Lr: 0.011358 || Task Loss: 0.4532 || KD Loss: 0.0716|| 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, 8:55:26 || Estimated Time: 1 day, 13:37:01
2023-07-25 19:41:58,354 semantic_segmentation INFO: Iters: 70020/150000 || Lr: 0.011356 || Task Loss: 0.5046 || KD Loss: 0.1723|| 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, 8:55:42 || Estimated Time: 1 day, 13:36:44
2023-07-25 19:42:14,782 semantic_segmentation INFO: Iters: 70030/150000 || Lr: 0.011355 || Task Loss: 0.3517 || KD Loss: 0.0594|| 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, 8:55:59 || Estimated Time: 1 day, 13:36:26
2023-07-25 19:42:31,170 semantic_segmentation INFO: Iters: 70040/150000 || Lr: 0.011354 || Task Loss: 0.5111 || KD Loss: 0.1114|| 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, 8:56:15 || Estimated Time: 1 day, 13:36:09
2023-07-25 19:42:47,542 semantic_segmentation INFO: Iters: 70050/150000 || Lr: 0.011352 || Task Loss: 0.4214 || KD Loss: 0.0677|| 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, 8:56:32 || Estimated Time: 1 day, 13:35:51
2023-07-25 19:43:03,922 semantic_segmentation INFO: Iters: 70060/150000 || Lr: 0.011351 || Task Loss: 0.2789 || KD Loss: 0.0550|| 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, 8:56:48 || Estimated Time: 1 day, 13:35:34
2023-07-25 19:43:20,294 semantic_segmentation INFO: Iters: 70070/150000 || Lr: 0.011350 || Task Loss: 0.3525 || KD Loss: 0.0528|| 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, 8:57:04 || Estimated Time: 1 day, 13:35:16
2023-07-25 19:43:36,690 semantic_segmentation INFO: Iters: 70080/150000 || Lr: 0.011349 || Task Loss: 0.4452 || KD Loss: 0.0787|| 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, 8:57:21 || Estimated Time: 1 day, 13:34:59
2023-07-25 19:43:53,046 semantic_segmentation INFO: Iters: 70090/150000 || Lr: 0.011347 || Task Loss: 0.3771 || KD Loss: 0.0789|| 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, 8:57:37 || Estimated Time: 1 day, 13:34:41
2023-07-25 19:44:09,461 semantic_segmentation INFO: Iters: 70100/150000 || Lr: 0.011346 || Task Loss: 0.4369 || KD Loss: 0.0929|| 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, 8:57:53 || Estimated Time: 1 day, 13:34:23
2023-07-25 19:44:25,819 semantic_segmentation INFO: Iters: 70110/150000 || Lr: 0.011345 || Task Loss: 0.3801 || KD Loss: 0.0938|| 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, 8:58:10 || Estimated Time: 1 day, 13:34:06
2023-07-25 19:44:42,227 semantic_segmentation INFO: Iters: 70120/150000 || Lr: 0.011343 || Task Loss: 0.5609 || KD Loss: 0.1352|| 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: 1 day, 8:58:26 || Estimated Time: 1 day, 13:33:48
2023-07-25 19:44:58,601 semantic_segmentation INFO: Iters: 70130/150000 || Lr: 0.011342 || Task Loss: 0.3869 || KD Loss: 0.0594|| 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, 8:58:43 || Estimated Time: 1 day, 13:33:31
2023-07-25 19:45:14,939 semantic_segmentation INFO: Iters: 70140/150000 || Lr: 0.011341 || Task Loss: 0.3531 || KD Loss: 0.0645|| 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, 8:58:59 || Estimated Time: 1 day, 13:33:13
2023-07-25 19:45:31,278 semantic_segmentation INFO: Iters: 70150/150000 || Lr: 0.011340 || Task Loss: 0.3177 || KD Loss: 0.0564|| 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, 8:59:15 || Estimated Time: 1 day, 13:32:56
2023-07-25 19:45:47,638 semantic_segmentation INFO: Iters: 70160/150000 || Lr: 0.011338 || Task Loss: 0.4441 || KD Loss: 0.1158|| 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, 8:59:32 || Estimated Time: 1 day, 13:32:38
2023-07-25 19:46:03,950 semantic_segmentation INFO: Iters: 70170/150000 || Lr: 0.011337 || Task Loss: 0.5349 || KD Loss: 0.0973|| 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, 8:59:48 || Estimated Time: 1 day, 13:32:20
2023-07-25 19:46:20,302 semantic_segmentation INFO: Iters: 70180/150000 || Lr: 0.011336 || Task Loss: 0.3936 || KD Loss: 0.0821|| 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, 9:00:04 || Estimated Time: 1 day, 13:32:03
2023-07-25 19:46:36,704 semantic_segmentation INFO: Iters: 70190/150000 || Lr: 0.011335 || Task Loss: 0.4736 || KD Loss: 0.1043|| 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, 9:00:21 || Estimated Time: 1 day, 13:31:45
2023-07-25 19:46:53,089 semantic_segmentation INFO: Iters: 70200/150000 || Lr: 0.011333 || Task Loss: 0.3765 || KD Loss: 0.0930|| 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, 9:00:37 || Estimated Time: 1 day, 13:31:28
2023-07-25 19:47:09,489 semantic_segmentation INFO: Iters: 70210/150000 || Lr: 0.011332 || Task Loss: 0.5249 || KD Loss: 0.1136|| 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, 9:00:53 || Estimated Time: 1 day, 13:31:10
2023-07-25 19:47:25,862 semantic_segmentation INFO: Iters: 70220/150000 || Lr: 0.011331 || Task Loss: 0.3111 || KD Loss: 0.0510|| 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, 9:01:10 || Estimated Time: 1 day, 13:30:53
2023-07-25 19:47:42,234 semantic_segmentation INFO: Iters: 70230/150000 || Lr: 0.011329 || Task Loss: 0.4766 || KD Loss: 0.0894|| 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, 9:01:26 || Estimated Time: 1 day, 13:30:35
2023-07-25 19:47:58,637 semantic_segmentation INFO: Iters: 70240/150000 || Lr: 0.011328 || Task Loss: 0.4171 || KD Loss: 0.0608|| 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, 9:01:43 || Estimated Time: 1 day, 13:30:18
2023-07-25 19:48:15,028 semantic_segmentation INFO: Iters: 70250/150000 || Lr: 0.011327 || Task Loss: 0.6832 || KD Loss: 0.1407|| 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, 9:01:59 || Estimated Time: 1 day, 13:30:00
2023-07-25 19:48:31,403 semantic_segmentation INFO: Iters: 70260/150000 || Lr: 0.011326 || Task Loss: 0.4381 || KD Loss: 0.0799|| 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, 9:02:15 || Estimated Time: 1 day, 13:29:42
2023-07-25 19:48:47,784 semantic_segmentation INFO: Iters: 70270/150000 || Lr: 0.011324 || Task Loss: 0.4840 || KD Loss: 0.0644|| 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, 9:02:32 || Estimated Time: 1 day, 13:29:25
2023-07-25 19:49:07,079 semantic_segmentation INFO: Iters: 70280/150000 || Lr: 0.011323 || Task Loss: 0.5286 || KD Loss: 0.0892|| 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, 9:02:51 || Estimated Time: 1 day, 13:29:11
2023-07-25 19:49:23,846 semantic_segmentation INFO: Iters: 70290/150000 || Lr: 0.011322 || Task Loss: 0.3265 || KD Loss: 0.0583|| 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, 9:03:08 || Estimated Time: 1 day, 13:28:54
2023-07-25 19:49:40,217 semantic_segmentation INFO: Iters: 70300/150000 || Lr: 0.011320 || Task Loss: 0.3532 || KD Loss: 0.0581|| 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, 9:03:24 || Estimated Time: 1 day, 13:28:36
2023-07-25 19:49:56,599 semantic_segmentation INFO: Iters: 70310/150000 || Lr: 0.011319 || Task Loss: 0.3412 || KD Loss: 0.0493|| 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, 9:03:41 || Estimated Time: 1 day, 13:28:18
2023-07-25 19:50:12,977 semantic_segmentation INFO: Iters: 70320/150000 || Lr: 0.011318 || Task Loss: 0.3808 || KD Loss: 0.0518|| 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, 9:03:57 || Estimated Time: 1 day, 13:28:01
2023-07-25 19:50:29,369 semantic_segmentation INFO: Iters: 70330/150000 || Lr: 0.011317 || Task Loss: 0.3354 || KD Loss: 0.0495|| 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, 9:04:13 || Estimated Time: 1 day, 13:27:43
2023-07-25 19:50:45,709 semantic_segmentation INFO: Iters: 70340/150000 || Lr: 0.011315 || Task Loss: 0.5054 || KD Loss: 0.0786|| 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, 9:04:30 || Estimated Time: 1 day, 13:27:26
2023-07-25 19:51:02,131 semantic_segmentation INFO: Iters: 70350/150000 || Lr: 0.011314 || Task Loss: 0.4708 || KD Loss: 0.1211|| 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, 9:04:46 || Estimated Time: 1 day, 13:27:08
2023-07-25 19:51:18,494 semantic_segmentation INFO: Iters: 70360/150000 || Lr: 0.011313 || Task Loss: 0.4132 || KD Loss: 0.0572|| 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, 9:05:02 || Estimated Time: 1 day, 13:26:51
2023-07-25 19:51:34,878 semantic_segmentation INFO: Iters: 70370/150000 || Lr: 0.011312 || Task Loss: 0.5017 || KD Loss: 0.1116|| 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, 9:05:19 || Estimated Time: 1 day, 13:26:33
2023-07-25 19:51:51,258 semantic_segmentation INFO: Iters: 70380/150000 || Lr: 0.011310 || Task Loss: 0.4049 || KD Loss: 0.0716|| 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, 9:05:35 || Estimated Time: 1 day, 13:26:16
2023-07-25 19:52:07,651 semantic_segmentation INFO: Iters: 70390/150000 || Lr: 0.011309 || Task Loss: 0.4634 || KD Loss: 0.0978|| 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, 9:05:52 || Estimated Time: 1 day, 13:25:58
2023-07-25 19:52:23,985 semantic_segmentation INFO: Iters: 70400/150000 || Lr: 0.011308 || Task Loss: 0.4156 || KD Loss: 0.0772|| 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, 9:06:08 || Estimated Time: 1 day, 13:25:41
2023-07-25 19:52:24,098 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 19:52:24,566 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-25 19:52:24,603 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.136
2023-07-25 19:52:24,615 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-25 19:52:24,628 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.982, mIoU: 0.172
2023-07-25 19:52:24,641 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.248
2023-07-25 19:52:24,653 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.292
2023-07-25 19:52:24,666 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.319
2023-07-25 19:52:24,680 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.323
2023-07-25 19:52:24,692 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.364
2023-07-25 19:52:24,706 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.408
2023-07-25 19:52:24,719 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.474
2023-07-25 19:52:24,734 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.521
2023-07-25 19:52:24,746 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.510
2023-07-25 19:52:24,760 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.494
2023-07-25 19:52:24,774 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.490
2023-07-25 19:52:24,786 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.484
2023-07-25 19:52:24,797 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.468
2023-07-25 19:52:24,809 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.469
2023-07-25 19:52:24,823 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.465
2023-07-25 19:52:24,839 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.525
2023-07-25 19:52:24,853 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.495
2023-07-25 19:52:24,867 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.500
2023-07-25 19:52:24,881 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.536
2023-07-25 19:52:24,897 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.537
2023-07-25 19:52:24,912 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.536
2023-07-25 19:52:24,925 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.531
2023-07-25 19:52:24,940 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.532
2023-07-25 19:52:24,951 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.534
2023-07-25 19:52:24,967 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.523
2023-07-25 19:52:24,981 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.523
2023-07-25 19:52:24,995 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.530
2023-07-25 19:52:25,010 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.528
2023-07-25 19:52:25,025 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.534
2023-07-25 19:52:25,040 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.529
2023-07-25 19:52:25,055 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.554
2023-07-25 19:52:25,069 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.553
2023-07-25 19:52:25,082 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.552
2023-07-25 19:52:25,094 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.596
2023-07-25 19:52:25,110 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.600
2023-07-25 19:52:25,123 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-25 19:52:25,136 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-25 19:52:25,150 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.618
2023-07-25 19:52:25,165 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-25 19:52:25,178 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-25 19:52:25,192 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.623
2023-07-25 19:52:25,207 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.626
2023-07-25 19:52:25,221 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.629
2023-07-25 19:52:25,233 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.630
2023-07-25 19:52:25,249 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.626
2023-07-25 19:52:25,264 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.624
2023-07-25 19:52:25,280 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-25 19:52:25,294 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.929, mIoU: 0.620
2023-07-25 19:52:25,307 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-25 19:52:25,323 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-25 19:52:25,337 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-25 19:52:25,349 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-25 19:52:25,364 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.618
2023-07-25 19:52:25,380 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.618
2023-07-25 19:52:25,393 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-25 19:52:25,407 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.651
2023-07-25 19:52:25,419 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-25 19:52:25,434 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.656
2023-07-25 19:52:25,446 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-25 19:52:25,463 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-25 19:52:25,475 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-25 19:52:25,489 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-25 19:52:25,503 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-25 19:52:25,516 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 19:52:25,530 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 19:52:25,546 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 19:52:25,562 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.722
2023-07-25 19:52:25,575 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-25 19:52:25,590 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-25 19:52:25,605 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-25 19:52:25,620 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-25 19:52:25,635 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-25 19:52:25,650 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-25 19:52:25,659 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.713
2023-07-25 19:52:25,674 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.717
2023-07-25 19:52:25,690 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-25 19:52:25,703 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 19:52:25,719 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 19:52:25,734 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 19:52:25,748 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 19:52:25,762 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 19:52:25,776 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 19:52:25,790 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 19:52:25,804 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:25,818 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 19:52:25,830 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 19:52:25,844 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 19:52:25,858 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 19:52:25,872 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 19:52:25,885 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:25,899 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-25 19:52:25,913 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 19:52:25,925 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-25 19:52:25,937 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 19:52:25,951 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 19:52:25,963 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 19:52:25,978 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 19:52:25,991 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:26,003 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:52:26,017 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 19:52:26,031 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 19:52:26,044 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:52:26,058 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 19:52:26,072 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:52:26,084 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:52:26,096 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:52:26,108 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 19:52:26,121 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 19:52:26,135 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 19:52:26,149 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 19:52:26,164 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:26,177 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 19:52:26,190 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:26,205 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:26,217 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:26,232 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.677
2023-07-25 19:52:26,249 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 19:52:26,264 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 19:52:26,276 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 19:52:26,291 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:52:26,305 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-25 19:52:26,313 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 19:52:26,324 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 19:52:26,339 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 19:52:26,348 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 19:52:26,361 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 19:52:26,376 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 19:52:26,391 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 19:52:26,404 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 19:52:26,419 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-25 19:52:26,432 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 19:52:26,445 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 19:52:26,460 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 19:52:26,473 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 19:52:26,487 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 19:52:26,500 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 19:52:26,515 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-25 19:52:26,530 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 19:52:26,546 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:52:26,561 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 19:52:26,576 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-25 19:52:26,589 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:52:26,603 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 19:52:26,617 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 19:52:26,627 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 19:52:26,641 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 19:52:26,655 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,668 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,682 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,694 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 19:52:26,707 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,721 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 19:52:26,735 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 19:52:26,749 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,763 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 19:52:26,778 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:26,794 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:26,809 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 19:52:26,822 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 19:52:29,571 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 19:52:29,611 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-25 19:52:29,668 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-25 19:52:29,697 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 19:52:29,712 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 19:52:29,741 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 19:52:29,783 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 19:52:29,798 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 19:52:29,812 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 19:52:29,826 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 19:52:29,901 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:29,916 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:29,929 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-25 19:52:30,003 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-25 19:52:30,071 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 19:52:30,100 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 19:52:30,181 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.924, mIoU: 0.672
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2023-07-25 19:52:30,224 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 19:52:30,236 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:30,251 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:30,265 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:52:30,280 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 19:52:30,293 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:30,308 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 19:52:30,321 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 19:52:30,334 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-25 19:52:30,389 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 19:52:30,403 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 19:52:30,416 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 19:52:30,431 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 19:52:30,445 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 19:52:30,460 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 19:52:30,473 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 19:52:30,488 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 19:52:30,530 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 19:52:30,545 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 19:52:30,561 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-25 19:52:30,603 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 19:52:30,630 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 19:52:30,993 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 19:52:31,007 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 19:52:31,052 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 19:52:31,080 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 19:52:31,095 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 19:52:31,111 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 19:52:31,141 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 19:52:31,169 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 19:52:31,184 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 19:52:31,199 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:31,212 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:31,228 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 19:52:31,240 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 19:52:31,255 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 19:52:31,270 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 19:52:31,284 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-25 19:52:31,315 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 19:52:31,325 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-25 19:52:31,352 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:31,366 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:31,378 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:31,393 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 19:52:31,405 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.926, mIoU: 0.686
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2023-07-25 19:52:31,433 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 19:52:31,446 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.926, mIoU: 0.686
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2023-07-25 19:52:31,468 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 19:52:31,482 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-25 19:52:31,509 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 19:52:31,524 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 19:52:31,537 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 19:52:31,552 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.927, mIoU: 0.689
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2023-07-25 19:52:31,581 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:31,596 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 19:52:31,612 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 19:52:31,627 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 19:52:31,640 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-25 19:52:31,667 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 19:52:31,682 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.926, mIoU: 0.685
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2023-07-25 19:52:31,754 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-25 19:52:31,795 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 19:52:31,809 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 19:52:31,824 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 19:52:32,134 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 19:52:32,162 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 19:52:32,189 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.926, mIoU: 0.689
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2023-07-25 19:52:32,256 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 19:52:32,331 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,345 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 19:52:32,358 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 19:52:32,373 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 19:52:32,387 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,402 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,416 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,429 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,444 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,458 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,474 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:32,484 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,499 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,513 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,526 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 19:52:32,540 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,553 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,568 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,583 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 19:52:32,597 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,609 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,621 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,634 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,648 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,662 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,677 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,691 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 19:52:32,705 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,718 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 19:52:32,732 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 19:52:32,748 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 19:52:32,760 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 19:52:32,775 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,789 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,804 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 19:52:32,818 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,833 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,844 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 19:52:32,858 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,873 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,886 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,901 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,915 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,926 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,941 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,955 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,970 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,983 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:32,997 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:33,011 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 19:52:33,026 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 19:52:33,040 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 19:52:33,056 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:33,070 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:33,085 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:33,101 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:33,114 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 19:52:33,127 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 19:52:33,141 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 19:52:33,156 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 19:52:33,170 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 19:52:33,183 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 19:52:33,198 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,211 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,225 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,240 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,255 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,269 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,283 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,298 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,311 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,330 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:52:33,345 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:52:33,359 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-25 19:52:33,377 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-25 19:52:33,391 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,405 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,415 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,428 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,442 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,454 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,468 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,481 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,494 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,508 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,524 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,539 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,555 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,569 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,583 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,596 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,610 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,624 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,639 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,654 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,668 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,683 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:33,696 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,710 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,725 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,737 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,749 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,763 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,778 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,792 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,804 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:33,818 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,833 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,847 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,859 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,871 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,879 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-25 19:52:33,893 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,907 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,921 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,936 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-25 19:52:33,951 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:33,966 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:33,982 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:33,997 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,009 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,024 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,038 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,054 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:34,069 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,081 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,094 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,107 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,121 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,134 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,146 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,159 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:34,172 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,187 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,198 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,211 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,224 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,235 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,249 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,263 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,277 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,291 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,305 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:34,319 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:34,332 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:34,347 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:34,363 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,379 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,394 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,409 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,424 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,436 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,449 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,461 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-25 19:52:34,476 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,492 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,504 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,517 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,532 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,545 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,561 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,576 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,590 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,603 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,617 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,630 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,644 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,658 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,672 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,687 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,700 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,715 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,731 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,743 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,756 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,771 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:34,786 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,800 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,815 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:34,826 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,839 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:34,853 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:34,865 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:34,880 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:34,896 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,909 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,923 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,936 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,950 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,965 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,978 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:34,991 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,005 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,020 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,033 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,048 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,064 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,077 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,090 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,105 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:35,120 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:35,136 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,149 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,163 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,175 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:35,190 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,203 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,215 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:35,230 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,245 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,257 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,272 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,287 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,302 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,317 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,329 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,343 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,358 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,372 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,385 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,397 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,418 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,431 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,443 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,457 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,472 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,487 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,502 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,515 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,528 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,542 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,558 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,573 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,588 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:35,600 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,613 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,624 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,639 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,655 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,668 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,682 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,693 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,706 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,720 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,735 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,747 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,762 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,775 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,790 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,803 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,817 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:35,830 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,845 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,860 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,873 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:35,888 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,902 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,917 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,932 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,946 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,961 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,975 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:35,989 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,004 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:36,018 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,031 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,043 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,057 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,073 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,086 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,102 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,116 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,127 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,141 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,156 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,171 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,183 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:36,198 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:36,212 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:36,225 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,239 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,254 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,268 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,281 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,292 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,308 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-25 19:52:36,323 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-25 19:52:36,338 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,352 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,369 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 19:52:36,386 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,401 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,416 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,429 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,444 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,457 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,472 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,486 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,500 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,516 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,528 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,543 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,558 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,573 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,587 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,602 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,616 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,630 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,645 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,659 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,674 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,689 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,698 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,712 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,725 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,739 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,754 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,769 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,781 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,796 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,811 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,825 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,841 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,857 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:36,869 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,885 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,900 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,915 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-25 19:52:36,927 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,942 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,957 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:36,972 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:36,985 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,000 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,014 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,027 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,041 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,056 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,069 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,083 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,095 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,109 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,123 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,138 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,152 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,167 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,181 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,194 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,206 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-25 19:52:37,221 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:37,234 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,247 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,261 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,276 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,291 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,306 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 19:52:37,319 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,332 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,348 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,362 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,376 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,391 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,404 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,419 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,433 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,449 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,463 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,477 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,486 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,501 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,516 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,529 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,542 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,557 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,571 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,583 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,597 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,612 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,627 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,642 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,656 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,673 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,688 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,701 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,716 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,731 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,745 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,758 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:37,773 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,788 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,803 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:37,810 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:37,823 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:37,835 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:37,847 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:37,858 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:37,873 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-25 19:52:37,886 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,901 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:37,912 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,925 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,939 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,949 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:37,964 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,976 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:37,991 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,006 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,021 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,037 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,051 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,064 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,079 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,094 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,109 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,124 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,137 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,148 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,159 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,173 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,185 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,202 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,215 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,230 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,245 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,259 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,272 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,287 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,301 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,315 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,329 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,343 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,356 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,370 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,385 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,398 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,411 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,425 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,437 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,452 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,465 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,479 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,493 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,510 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-25 19:52:38,525 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-25 19:52:38,538 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-25 19:52:38,553 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-25 19:52:38,567 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-25 19:52:38,582 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-25 19:52:38,596 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,609 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,621 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,636 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,650 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,665 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 19:52:38,679 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-25 19:52:38,693 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-25 19:52:38,708 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-25 19:52:38,723 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,738 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,750 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,764 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,774 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,787 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,802 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,813 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,827 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,842 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 19:52:38,856 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:38,871 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:38,886 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:38,901 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:38,915 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,927 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,943 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,955 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,970 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,984 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:38,997 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:39,011 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:39,024 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 19:52:39,040 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,054 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,069 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:39,084 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:39,098 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 19:52:39,111 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:39,123 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:39,138 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:39,150 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,163 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 19:52:39,178 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,192 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,206 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,220 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 19:52:39,232 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,247 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,262 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,277 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,290 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,303 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,318 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,332 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,347 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,362 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,376 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 19:52:39,391 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,405 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,421 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,436 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,450 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,464 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,479 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,492 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,507 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,521 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,537 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,549 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-25 19:52:39,563 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 19:52:39,578 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,593 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,606 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,621 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,635 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,650 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,665 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,679 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,694 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:39,706 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:39,722 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:39,738 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,751 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,765 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,778 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,787 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,801 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,816 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,829 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:39,844 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,859 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,872 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,885 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,899 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,914 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,929 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,945 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,959 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,976 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:39,990 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,003 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,018 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,032 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,047 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,058 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,071 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,085 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,099 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,114 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,128 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,140 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,155 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,168 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,180 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,195 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,209 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,224 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,238 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,251 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,265 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,279 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,293 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,308 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,320 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,335 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,348 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,361 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,373 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,387 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,402 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,417 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,433 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,443 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,455 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,471 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,486 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,498 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,513 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,528 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,543 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,556 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,570 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,584 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,597 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,611 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,624 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 19:52:40,636 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 19:52:40,651 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 19:52:40,665 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 19:52:40,679 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,694 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,706 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,721 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,736 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,747 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,762 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,776 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,790 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,804 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,816 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,828 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,842 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,856 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,870 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,882 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,896 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,912 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:40,925 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,936 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,950 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,965 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,980 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:40,994 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,007 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,021 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,035 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,047 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,061 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,076 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,090 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,105 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,120 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,134 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,147 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:41,161 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:41,174 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:41,187 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,202 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,217 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,229 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,244 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,254 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,268 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,283 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,297 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,310 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,325 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,341 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,356 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,367 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,382 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,396 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,407 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,422 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,439 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,454 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,467 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,480 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,495 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,509 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,523 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,535 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,550 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,562 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,575 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,589 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,603 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:41,617 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 19:52:41,631 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,646 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,658 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,673 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,686 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,700 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,714 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,726 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,739 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,754 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,768 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,783 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,796 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,808 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,823 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,837 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:41,849 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,862 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,876 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,890 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,905 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,919 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,933 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,948 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,961 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,975 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:41,990 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,003 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,017 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,031 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,046 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:42,060 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 19:52:42,075 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,089 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,103 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,117 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,131 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,145 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,160 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,173 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,188 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,202 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,214 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,227 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,241 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,256 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,268 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,282 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,296 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,310 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,324 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,339 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,353 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,368 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,381 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,393 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,406 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,419 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,432 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,449 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,464 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,476 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:42,489 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,503 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,515 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,528 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,543 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,558 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,572 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,586 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,599 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,613 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,627 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,640 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,654 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,669 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,683 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,696 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,710 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:42,726 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,740 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,754 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,766 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,781 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:42,795 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,810 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,824 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,836 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,851 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,865 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,880 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,894 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,909 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,923 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,938 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,948 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,961 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:42,973 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:42,986 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:43,001 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 19:52:43,015 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,029 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,041 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,053 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,065 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,079 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,093 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,107 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,121 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,133 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,147 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,163 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,175 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 19:52:43,190 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,205 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,218 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,233 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,244 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,260 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-25 19:52:43,274 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,289 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,303 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,316 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,329 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,343 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,357 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,371 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,383 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,396 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,410 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,424 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,439 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,452 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,467 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,484 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,499 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,513 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,528 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,535 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,549 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,561 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,574 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,588 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,603 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:52:43,617 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,632 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,647 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,662 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:43,677 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,689 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,704 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,721 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,736 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,751 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,765 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,781 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,793 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,807 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,821 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,836 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,848 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,860 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,875 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,889 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,903 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:43,917 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,931 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,945 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,959 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,971 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:43,986 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:43,999 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,013 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,028 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,043 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,057 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,070 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,085 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,099 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,114 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,128 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,143 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,158 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,172 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,185 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,199 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,211 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,227 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,241 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,255 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,270 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,284 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,297 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,306 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,320 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,333 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,347 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,361 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,375 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,389 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,400 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,409 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,425 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 19:52:44,439 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,454 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,467 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,482 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,496 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,509 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,523 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,537 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,550 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,565 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,577 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,591 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,605 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,620 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,632 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 19:52:44,646 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 19:52:44,661 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 19:52:44,675 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,690 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,703 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,716 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 19:52:44,732 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 19:52:44,748 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 19:53:01,290 semantic_segmentation INFO: Iters: 70410/150000 || Lr: 0.011306 || Task Loss: 0.2443 || KD Loss: 0.0708|| 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, 9:06:45 || Estimated Time: 1 day, 13:25:47
2023-07-25 19:53:17,680 semantic_segmentation INFO: Iters: 70420/150000 || Lr: 0.011305 || Task Loss: 0.5079 || KD Loss: 0.1402|| 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, 9:07:02 || Estimated Time: 1 day, 13:25:29
2023-07-25 19:53:34,066 semantic_segmentation INFO: Iters: 70430/150000 || Lr: 0.011304 || Task Loss: 0.4048 || KD Loss: 0.0634|| 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, 9:07:18 || Estimated Time: 1 day, 13:25:12
2023-07-25 19:53:50,472 semantic_segmentation INFO: Iters: 70440/150000 || Lr: 0.011303 || Task Loss: 0.4725 || KD Loss: 0.1496|| 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, 9:07:34 || Estimated Time: 1 day, 13:24:54
2023-07-25 19:54:06,863 semantic_segmentation INFO: Iters: 70450/150000 || Lr: 0.011301 || Task Loss: 0.4233 || KD Loss: 0.0817|| 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, 9:07:51 || Estimated Time: 1 day, 13:24:36
2023-07-25 19:54:23,238 semantic_segmentation INFO: Iters: 70460/150000 || Lr: 0.011300 || Task Loss: 0.5813 || KD Loss: 0.1197|| 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, 9:08:07 || Estimated Time: 1 day, 13:24:19
2023-07-25 19:54:39,634 semantic_segmentation INFO: Iters: 70470/150000 || Lr: 0.011299 || Task Loss: 0.4182 || KD Loss: 0.0688|| 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, 9:08:24 || Estimated Time: 1 day, 13:24:01
2023-07-25 19:54:56,178 semantic_segmentation INFO: Iters: 70480/150000 || Lr: 0.011297 || Task Loss: 0.4343 || KD Loss: 0.0883|| 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, 9:08:40 || Estimated Time: 1 day, 13:23:44
2023-07-25 19:55:12,586 semantic_segmentation INFO: Iters: 70490/150000 || Lr: 0.011296 || Task Loss: 0.3806 || KD Loss: 0.1016|| 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, 9:08:57 || Estimated Time: 1 day, 13:23:27
2023-07-25 19:55:28,953 semantic_segmentation INFO: Iters: 70500/150000 || Lr: 0.011295 || Task Loss: 0.3823 || KD Loss: 0.0859|| 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, 9:09:13 || Estimated Time: 1 day, 13:23:09
2023-07-25 19:55:45,354 semantic_segmentation INFO: Iters: 70510/150000 || Lr: 0.011294 || Task Loss: 0.3378 || KD Loss: 0.0728|| 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, 9:09:29 || Estimated Time: 1 day, 13:22:51
2023-07-25 19:56:01,716 semantic_segmentation INFO: Iters: 70520/150000 || Lr: 0.011292 || Task Loss: 0.2840 || KD Loss: 0.0423|| 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, 9:09:46 || Estimated Time: 1 day, 13:22:34
2023-07-25 19:56:18,133 semantic_segmentation INFO: Iters: 70530/150000 || Lr: 0.011291 || Task Loss: 0.4738 || KD Loss: 0.0921|| 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, 9:10:02 || Estimated Time: 1 day, 13:22:16
2023-07-25 19:56:34,511 semantic_segmentation INFO: Iters: 70540/150000 || Lr: 0.011290 || Task Loss: 0.4407 || KD Loss: 0.1175|| 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, 9:10:18 || Estimated Time: 1 day, 13:21:59
2023-07-25 19:56:50,890 semantic_segmentation INFO: Iters: 70550/150000 || Lr: 0.011289 || Task Loss: 0.3971 || KD Loss: 0.0696|| 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, 9:10:35 || Estimated Time: 1 day, 13:21:41
2023-07-25 19:57:07,264 semantic_segmentation INFO: Iters: 70560/150000 || Lr: 0.011287 || Task Loss: 0.3963 || KD Loss: 0.0660|| 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, 9:10:51 || Estimated Time: 1 day, 13:21:24
2023-07-25 19:57:23,653 semantic_segmentation INFO: Iters: 70570/150000 || Lr: 0.011286 || Task Loss: 0.4744 || KD Loss: 0.1880|| 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, 9:11:08 || Estimated Time: 1 day, 13:21:06
2023-07-25 19:57:40,034 semantic_segmentation INFO: Iters: 70580/150000 || Lr: 0.011285 || Task Loss: 0.3881 || KD Loss: 0.0633|| 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, 9:11:24 || Estimated Time: 1 day, 13:20:49
2023-07-25 19:57:56,418 semantic_segmentation INFO: Iters: 70590/150000 || Lr: 0.011283 || Task Loss: 0.3335 || KD Loss: 0.0603|| 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, 9:11:40 || Estimated Time: 1 day, 13:20:31
2023-07-25 19:58:12,794 semantic_segmentation INFO: Iters: 70600/150000 || Lr: 0.011282 || Task Loss: 0.5298 || KD Loss: 0.1224|| 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, 9:11:57 || Estimated Time: 1 day, 13:20:14
2023-07-25 19:58:29,177 semantic_segmentation INFO: Iters: 70610/150000 || Lr: 0.011281 || Task Loss: 0.3890 || KD Loss: 0.0883|| 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, 9:12:13 || Estimated Time: 1 day, 13:19:56
2023-07-25 19:58:45,468 semantic_segmentation INFO: Iters: 70620/150000 || Lr: 0.011280 || Task Loss: 0.3639 || KD Loss: 0.0603|| 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, 9:12:29 || Estimated Time: 1 day, 13:19:38
2023-07-25 19:59:01,801 semantic_segmentation INFO: Iters: 70630/150000 || Lr: 0.011278 || Task Loss: 0.4013 || KD Loss: 0.1361|| 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, 9:12:46 || Estimated Time: 1 day, 13:19:21
2023-07-25 19:59:18,126 semantic_segmentation INFO: Iters: 70640/150000 || Lr: 0.011277 || Task Loss: 0.6210 || KD Loss: 0.1096|| 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, 9:13:02 || Estimated Time: 1 day, 13:19:03
2023-07-25 19:59:34,506 semantic_segmentation INFO: Iters: 70650/150000 || Lr: 0.011276 || Task Loss: 0.4510 || KD Loss: 0.0962|| 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, 9:13:18 || Estimated Time: 1 day, 13:18:46
2023-07-25 19:59:50,886 semantic_segmentation INFO: Iters: 70660/150000 || Lr: 0.011274 || Task Loss: 0.3958 || KD Loss: 0.0799|| 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, 9:13:35 || Estimated Time: 1 day, 13:18:28
2023-07-25 20:00:07,290 semantic_segmentation INFO: Iters: 70670/150000 || Lr: 0.011273 || Task Loss: 0.2940 || KD Loss: 0.0424|| 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, 9:13:51 || Estimated Time: 1 day, 13:18:11
2023-07-25 20:00:23,612 semantic_segmentation INFO: Iters: 70680/150000 || Lr: 0.011272 || Task Loss: 0.3989 || KD Loss: 0.0696|| 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, 9:14:08 || Estimated Time: 1 day, 13:17:53
2023-07-25 20:00:40,247 semantic_segmentation INFO: Iters: 70690/150000 || Lr: 0.011271 || Task Loss: 0.4004 || KD Loss: 0.1085|| 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, 9:14:24 || Estimated Time: 1 day, 13:17:36
2023-07-25 20:00:56,576 semantic_segmentation INFO: Iters: 70700/150000 || Lr: 0.011269 || Task Loss: 0.2647 || KD Loss: 0.0456|| 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, 9:14:41 || Estimated Time: 1 day, 13:17:18
2023-07-25 20:01:12,813 semantic_segmentation INFO: Iters: 70710/150000 || Lr: 0.011268 || Task Loss: 0.3373 || KD Loss: 0.0824|| 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, 9:14:57 || Estimated Time: 1 day, 13:17:00
2023-07-25 20:01:29,195 semantic_segmentation INFO: Iters: 70720/150000 || Lr: 0.011267 || Task Loss: 0.3178 || KD Loss: 0.0682|| 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, 9:15:13 || Estimated Time: 1 day, 13:16:43
2023-07-25 20:01:45,584 semantic_segmentation INFO: Iters: 70730/150000 || Lr: 0.011266 || Task Loss: 0.3384 || KD Loss: 0.0605|| 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, 9:15:30 || Estimated Time: 1 day, 13:16:25
2023-07-25 20:02:01,974 semantic_segmentation INFO: Iters: 70740/150000 || Lr: 0.011264 || Task Loss: 0.4322 || KD Loss: 0.1027|| 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, 9:15:46 || Estimated Time: 1 day, 13:16:08
2023-07-25 20:02:18,354 semantic_segmentation INFO: Iters: 70750/150000 || Lr: 0.011263 || Task Loss: 0.5118 || KD Loss: 0.1014|| 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, 9:16:02 || Estimated Time: 1 day, 13:15:50
2023-07-25 20:02:34,732 semantic_segmentation INFO: Iters: 70760/150000 || Lr: 0.011262 || Task Loss: 0.4233 || KD Loss: 0.0815|| 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, 9:16:19 || Estimated Time: 1 day, 13:15:33
2023-07-25 20:02:51,111 semantic_segmentation INFO: Iters: 70770/150000 || Lr: 0.011260 || Task Loss: 0.5160 || KD Loss: 0.0915|| 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, 9:16:35 || Estimated Time: 1 day, 13:15:15
2023-07-25 20:03:07,460 semantic_segmentation INFO: Iters: 70780/150000 || Lr: 0.011259 || Task Loss: 0.2708 || KD Loss: 0.0412|| 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, 9:16:51 || Estimated Time: 1 day, 13:14:58
2023-07-25 20:03:23,878 semantic_segmentation INFO: Iters: 70790/150000 || Lr: 0.011258 || Task Loss: 0.4479 || KD Loss: 0.0877|| 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, 9:17:08 || Estimated Time: 1 day, 13:14:40
2023-07-25 20:03:40,259 semantic_segmentation INFO: Iters: 70800/150000 || Lr: 0.011257 || Task Loss: 0.3525 || KD Loss: 0.0631|| 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, 9:17:24 || Estimated Time: 1 day, 13:14:23
2023-07-25 20:03:56,654 semantic_segmentation INFO: Iters: 70810/150000 || Lr: 0.011255 || Task Loss: 0.4852 || KD Loss: 0.1168|| 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, 9:17:41 || Estimated Time: 1 day, 13:14:05
2023-07-25 20:04:13,047 semantic_segmentation INFO: Iters: 70820/150000 || Lr: 0.011254 || Task Loss: 0.3311 || KD Loss: 0.0888|| 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, 9:17:57 || Estimated Time: 1 day, 13:13:47
2023-07-25 20:04:29,392 semantic_segmentation INFO: Iters: 70830/150000 || Lr: 0.011253 || Task Loss: 0.4399 || KD Loss: 0.1200|| 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, 9:18:13 || Estimated Time: 1 day, 13:13:30
2023-07-25 20:04:45,799 semantic_segmentation INFO: Iters: 70840/150000 || Lr: 0.011251 || Task Loss: 0.3745 || KD Loss: 0.0609|| 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, 9:18:30 || Estimated Time: 1 day, 13:13:12
2023-07-25 20:05:02,200 semantic_segmentation INFO: Iters: 70850/150000 || Lr: 0.011250 || Task Loss: 0.4141 || KD Loss: 0.0668|| 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, 9:18:46 || Estimated Time: 1 day, 13:12:55
2023-07-25 20:05:18,568 semantic_segmentation INFO: Iters: 70860/150000 || Lr: 0.011249 || Task Loss: 0.3485 || KD Loss: 0.0654|| 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, 9:19:03 || Estimated Time: 1 day, 13:12:37
2023-07-25 20:05:34,957 semantic_segmentation INFO: Iters: 70870/150000 || Lr: 0.011248 || Task Loss: 0.3771 || KD Loss: 0.0645|| 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, 9:19:19 || Estimated Time: 1 day, 13:12:20
2023-07-25 20:05:51,334 semantic_segmentation INFO: Iters: 70880/150000 || Lr: 0.011246 || Task Loss: 0.4390 || KD Loss: 0.0600|| 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: 1 day, 9:19:35 || Estimated Time: 1 day, 13:12:02
2023-07-25 20:06:07,703 semantic_segmentation INFO: Iters: 70890/150000 || Lr: 0.011245 || Task Loss: 0.3875 || KD Loss: 0.0603|| 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, 9:19:52 || Estimated Time: 1 day, 13:11:45
2023-07-25 20:06:24,051 semantic_segmentation INFO: Iters: 70900/150000 || Lr: 0.011244 || Task Loss: 0.5043 || KD Loss: 0.0840|| 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, 9:20:08 || Estimated Time: 1 day, 13:11:27
2023-07-25 20:06:40,443 semantic_segmentation INFO: Iters: 70910/150000 || Lr: 0.011242 || Task Loss: 0.3519 || KD Loss: 0.0813|| 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, 9:20:24 || Estimated Time: 1 day, 13:11:10
2023-07-25 20:06:56,814 semantic_segmentation INFO: Iters: 70920/150000 || Lr: 0.011241 || Task Loss: 0.5000 || KD Loss: 0.0994|| 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, 9:20:41 || Estimated Time: 1 day, 13:10:52
2023-07-25 20:07:13,234 semantic_segmentation INFO: Iters: 70930/150000 || Lr: 0.011240 || Task Loss: 0.4034 || KD Loss: 0.0719|| 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, 9:20:57 || Estimated Time: 1 day, 13:10:35
2023-07-25 20:07:29,634 semantic_segmentation INFO: Iters: 70940/150000 || Lr: 0.011239 || Task Loss: 0.5454 || KD Loss: 0.1246|| 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, 9:21:14 || Estimated Time: 1 day, 13:10:17
2023-07-25 20:07:45,976 semantic_segmentation INFO: Iters: 70950/150000 || Lr: 0.011237 || Task Loss: 0.4219 || KD Loss: 0.0733|| 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, 9:21:30 || Estimated Time: 1 day, 13:09:59
2023-07-25 20:08:02,354 semantic_segmentation INFO: Iters: 70960/150000 || Lr: 0.011236 || Task Loss: 0.4953 || KD Loss: 0.1541|| 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, 9:21:46 || Estimated Time: 1 day, 13:09:42
2023-07-25 20:08:18,690 semantic_segmentation INFO: Iters: 70970/150000 || Lr: 0.011235 || Task Loss: 0.5036 || KD Loss: 0.1561|| 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, 9:22:03 || Estimated Time: 1 day, 13:09:24
2023-07-25 20:08:35,080 semantic_segmentation INFO: Iters: 70980/150000 || Lr: 0.011234 || Task Loss: 0.4166 || KD Loss: 0.0668|| 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, 9:22:19 || Estimated Time: 1 day, 13:09:07
2023-07-25 20:08:51,465 semantic_segmentation INFO: Iters: 70990/150000 || Lr: 0.011232 || Task Loss: 0.5084 || 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: 1 day, 9:22:35 || Estimated Time: 1 day, 13:08:49
2023-07-25 20:09:07,831 semantic_segmentation INFO: Iters: 71000/150000 || Lr: 0.011231 || Task Loss: 0.3720 || KD Loss: 0.0466|| 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, 9:22:52 || Estimated Time: 1 day, 13:08:32
2023-07-25 20:09:24,158 semantic_segmentation INFO: Iters: 71010/150000 || Lr: 0.011230 || Task Loss: 0.4116 || KD Loss: 0.0805|| 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, 9:23:08 || Estimated Time: 1 day, 13:08:14
2023-07-25 20:09:40,499 semantic_segmentation INFO: Iters: 71020/150000 || Lr: 0.011228 || Task Loss: 0.2905 || KD Loss: 0.0913|| 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, 9:23:24 || Estimated Time: 1 day, 13:07:57
2023-07-25 20:09:56,885 semantic_segmentation INFO: Iters: 71030/150000 || Lr: 0.011227 || Task Loss: 0.5038 || KD Loss: 0.1115|| 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, 9:23:41 || Estimated Time: 1 day, 13:07:39
2023-07-25 20:10:13,280 semantic_segmentation INFO: Iters: 71040/150000 || Lr: 0.011226 || Task Loss: 0.3558 || KD Loss: 0.0639|| 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, 9:23:57 || Estimated Time: 1 day, 13:07:22
2023-07-25 20:10:29,636 semantic_segmentation INFO: Iters: 71050/150000 || Lr: 0.011225 || Task Loss: 0.4577 || KD Loss: 0.0715|| 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, 9:24:14 || Estimated Time: 1 day, 13:07:04
2023-07-25 20:10:46,037 semantic_segmentation INFO: Iters: 71060/150000 || Lr: 0.011223 || Task Loss: 0.3490 || KD Loss: 0.0958|| 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, 9:24:30 || Estimated Time: 1 day, 13:06:46
2023-07-25 20:11:02,397 semantic_segmentation INFO: Iters: 71070/150000 || Lr: 0.011222 || Task Loss: 0.2952 || KD Loss: 0.0806|| 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, 9:24:46 || Estimated Time: 1 day, 13:06:29
2023-07-25 20:11:18,789 semantic_segmentation INFO: Iters: 71080/150000 || Lr: 0.011221 || Task Loss: 0.4415 || KD Loss: 0.0886|| 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, 9:25:03 || Estimated Time: 1 day, 13:06:11
2023-07-25 20:11:35,063 semantic_segmentation INFO: Iters: 71090/150000 || Lr: 0.011219 || Task Loss: 0.3909 || KD Loss: 0.0492|| 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, 9:25:19 || Estimated Time: 1 day, 13:05:54
2023-07-25 20:11:51,381 semantic_segmentation INFO: Iters: 71100/150000 || Lr: 0.011218 || Task Loss: 0.4621 || KD Loss: 0.0789|| 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, 9:25:35 || Estimated Time: 1 day, 13:05:36
2023-07-25 20:12:09,250 semantic_segmentation INFO: Iters: 71110/150000 || Lr: 0.011217 || Task Loss: 0.3666 || KD Loss: 0.0781|| 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, 9:25:53 || Estimated Time: 1 day, 13:05:20
2023-07-25 20:12:27,489 semantic_segmentation INFO: Iters: 71120/150000 || Lr: 0.011216 || Task Loss: 0.3223 || KD Loss: 0.0833|| 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, 9:26:11 || Estimated Time: 1 day, 13:05:05
2023-07-25 20:12:43,700 semantic_segmentation INFO: Iters: 71130/150000 || Lr: 0.011214 || Task Loss: 0.3326 || KD Loss: 0.0507|| 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, 9:26:28 || Estimated Time: 1 day, 13:04:47
2023-07-25 20:12:59,977 semantic_segmentation INFO: Iters: 71140/150000 || Lr: 0.011213 || Task Loss: 0.4900 || KD Loss: 0.0783|| 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, 9:26:44 || Estimated Time: 1 day, 13:04:29
2023-07-25 20:13:16,343 semantic_segmentation INFO: Iters: 71150/150000 || Lr: 0.011212 || Task Loss: 0.3777 || KD Loss: 0.1004|| 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, 9:27:00 || Estimated Time: 1 day, 13:04:12
2023-07-25 20:13:32,720 semantic_segmentation INFO: Iters: 71160/150000 || Lr: 0.011210 || Task Loss: 0.4077 || KD Loss: 0.0808|| 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, 9:27:17 || Estimated Time: 1 day, 13:03:54
2023-07-25 20:13:49,080 semantic_segmentation INFO: Iters: 71170/150000 || Lr: 0.011209 || Task Loss: 0.3130 || KD Loss: 0.0622|| 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, 9:27:33 || Estimated Time: 1 day, 13:03:37
2023-07-25 20:14:05,503 semantic_segmentation INFO: Iters: 71180/150000 || Lr: 0.011208 || Task Loss: 0.5357 || KD Loss: 0.1397|| 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, 9:27:49 || Estimated Time: 1 day, 13:03:19
2023-07-25 20:14:21,897 semantic_segmentation INFO: Iters: 71190/150000 || Lr: 0.011207 || Task Loss: 0.4096 || KD Loss: 0.0604|| 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, 9:28:06 || Estimated Time: 1 day, 13:03:02
2023-07-25 20:14:38,286 semantic_segmentation INFO: Iters: 71200/150000 || Lr: 0.011205 || Task Loss: 0.4290 || KD Loss: 0.1169|| 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, 9:28:22 || Estimated Time: 1 day, 13:02:44
2023-07-25 20:14:38,404 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:14:38,869 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-25 20:14:38,902 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-25 20:14:38,915 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.167
2023-07-25 20:14:38,928 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.166
2023-07-25 20:14:38,941 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.236
2023-07-25 20:14:38,953 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.281
2023-07-25 20:14:38,967 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.326
2023-07-25 20:14:38,980 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.333
2023-07-25 20:14:38,992 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.358
2023-07-25 20:14:39,006 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.394
2023-07-25 20:14:39,020 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.931, mIoU: 0.396
2023-07-25 20:14:39,034 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.435
2023-07-25 20:14:39,046 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.419
2023-07-25 20:14:39,060 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.404
2023-07-25 20:14:39,073 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.398
2023-07-25 20:14:39,085 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.915, mIoU: 0.395
2023-07-25 20:14:39,096 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.909, mIoU: 0.388
2023-07-25 20:14:39,108 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.388
2023-07-25 20:14:39,122 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.913, mIoU: 0.394
2023-07-25 20:14:39,137 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.914, mIoU: 0.440
2023-07-25 20:14:39,150 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.918, mIoU: 0.440
2023-07-25 20:14:39,165 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.919, mIoU: 0.451
2023-07-25 20:14:39,179 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.480
2023-07-25 20:14:39,195 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.488
2023-07-25 20:14:39,210 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.491
2023-07-25 20:14:39,224 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.492
2023-07-25 20:14:39,238 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.494
2023-07-25 20:14:39,249 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.495
2023-07-25 20:14:39,264 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.488
2023-07-25 20:14:39,278 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.489
2023-07-25 20:14:39,291 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.489
2023-07-25 20:14:39,306 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.489
2023-07-25 20:14:39,320 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.500
2023-07-25 20:14:39,335 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.498
2023-07-25 20:14:39,349 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.915, mIoU: 0.533
2023-07-25 20:14:39,363 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.533
2023-07-25 20:14:39,376 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.533
2023-07-25 20:14:39,388 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.577
2023-07-25 20:14:39,405 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-25 20:14:39,419 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.583
2023-07-25 20:14:39,432 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-25 20:14:39,447 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.608
2023-07-25 20:14:39,461 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.917, mIoU: 0.600
2023-07-25 20:14:39,474 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.599
2023-07-25 20:14:39,489 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.602
2023-07-25 20:14:39,503 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.918, mIoU: 0.606
2023-07-25 20:14:39,516 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.920, mIoU: 0.612
2023-07-25 20:14:39,528 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.921, mIoU: 0.613
2023-07-25 20:14:39,542 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.921, mIoU: 0.613
2023-07-25 20:14:39,558 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.920, mIoU: 0.613
2023-07-25 20:14:39,573 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.921, mIoU: 0.611
2023-07-25 20:14:39,588 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.922, mIoU: 0.611
2023-07-25 20:14:39,601 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-25 20:14:39,616 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.609
2023-07-25 20:14:39,630 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.614
2023-07-25 20:14:39,643 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.611
2023-07-25 20:14:39,658 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-25 20:14:39,676 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.608
2023-07-25 20:14:39,689 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.608
2023-07-25 20:14:39,703 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 20:14:39,716 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 20:14:39,730 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 20:14:39,742 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 20:14:39,760 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.648
2023-07-25 20:14:39,773 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.647
2023-07-25 20:14:39,787 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.646
2023-07-25 20:14:39,802 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.925, mIoU: 0.647
2023-07-25 20:14:39,815 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:39,830 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:39,844 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.686
2023-07-25 20:14:39,859 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.710
2023-07-25 20:14:39,872 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.710
2023-07-25 20:14:39,887 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.710
2023-07-25 20:14:39,901 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.709
2023-07-25 20:14:39,916 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.712
2023-07-25 20:14:39,930 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.712
2023-07-25 20:14:39,945 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.710
2023-07-25 20:14:39,954 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.708
2023-07-25 20:14:39,969 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.710
2023-07-25 20:14:39,984 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.922, mIoU: 0.710
2023-07-25 20:14:39,997 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.711
2023-07-25 20:14:40,012 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.712
2023-07-25 20:14:40,027 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.701
2023-07-25 20:14:40,042 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.700
2023-07-25 20:14:40,057 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.701
2023-07-25 20:14:40,072 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.703
2023-07-25 20:14:40,087 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.701
2023-07-25 20:14:40,102 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.701
2023-07-25 20:14:40,118 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.704
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2023-07-25 20:14:45,627 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.921, mIoU: 0.675
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2023-07-25 20:14:45,650 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 20:14:45,664 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-25 20:14:45,678 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 20:14:45,690 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 20:14:45,703 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 20:14:45,716 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.922, mIoU: 0.677
2023-07-25 20:14:45,730 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 20:14:45,746 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.922, mIoU: 0.678
2023-07-25 20:14:45,760 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 20:14:45,769 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 20:14:45,783 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.922, mIoU: 0.679
2023-07-25 20:14:45,798 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 20:14:45,811 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 20:14:45,826 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,840 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,853 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,869 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 20:14:45,882 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 20:14:45,897 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 20:14:45,912 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 20:14:45,927 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 20:14:45,942 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,955 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,967 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:45,981 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 20:14:45,995 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:46,009 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:46,022 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:14:46,037 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 20:14:46,052 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 20:14:46,066 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 20:14:46,078 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 20:14:46,091 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-25 20:14:46,105 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 20:14:46,120 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-25 20:14:46,135 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 20:14:46,150 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-25 20:14:46,163 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 20:14:46,177 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-25 20:14:46,192 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-25 20:14:46,205 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 20:14:46,219 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-25 20:14:46,230 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 20:14:46,245 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-25 20:14:46,258 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 20:14:46,270 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,282 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,297 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,311 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,326 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,340 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,348 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,361 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,376 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,390 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,404 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,418 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 20:14:46,430 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.924, mIoU: 0.688
2023-07-25 20:14:46,442 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,456 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,470 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,484 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 20:14:46,497 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,510 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,524 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,538 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-25 20:14:46,553 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-25 20:14:46,565 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 20:14:46,580 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 20:14:46,595 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 20:14:46,611 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 20:14:46,624 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.924, mIoU: 0.690
2023-07-25 20:14:46,639 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 20:14:46,653 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.924, mIoU: 0.691
2023-07-25 20:14:46,666 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.924, mIoU: 0.691
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2023-07-25 20:14:46,724 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.925, mIoU: 0.691
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2023-07-25 20:14:46,751 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.925, mIoU: 0.691
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2023-07-25 20:14:46,805 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:46,820 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,832 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,846 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 20:14:46,859 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,873 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,887 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,901 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,914 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,926 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:46,939 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,954 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,968 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,983 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:46,997 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:47,012 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-25 20:14:47,024 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,039 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,054 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,067 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,081 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,096 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,110 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,125 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,139 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,151 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,165 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,180 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,194 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,208 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-25 20:14:47,223 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:47,234 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:47,249 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:47,263 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:47,278 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.925, mIoU: 0.691
2023-07-25 20:14:47,290 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:47,305 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,319 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,334 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,348 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,363 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:47,377 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:47,391 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:47,405 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:47,419 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:47,431 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:47,446 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,460 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,474 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,487 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,501 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,514 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,530 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,545 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:47,559 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,573 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:47,588 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:47,603 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:47,617 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:47,631 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 20:14:47,645 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.926, mIoU: 0.695
2023-07-25 20:14:47,659 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 20:14:47,677 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.926, mIoU: 0.696
2023-07-25 20:14:47,691 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.926, mIoU: 0.694
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2023-07-25 20:14:47,718 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:47,730 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.926, mIoU: 0.693
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2023-07-25 20:14:47,758 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.926, mIoU: 0.692
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2023-07-25 20:14:47,784 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:47,796 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.926, mIoU: 0.692
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2023-07-25 20:14:48,268 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.926, mIoU: 0.694
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2023-07-25 20:14:48,340 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:48,355 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,370 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,383 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,395 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,407 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,420 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:48,433 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,445 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 20:14:48,457 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:48,471 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,486 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,497 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,510 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,523 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,534 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,549 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,563 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,577 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,591 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,605 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,621 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,634 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,648 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,663 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,680 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,695 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,710 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:48,725 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:48,738 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:48,751 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 20:14:48,763 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,778 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,793 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,806 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,819 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,834 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-25 20:14:48,848 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:48,862 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:48,877 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:48,891 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:48,904 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:48,918 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:48,931 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:48,945 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:48,959 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:48,973 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:48,989 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,001 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,016 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:49,032 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,045 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,057 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,072 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:49,087 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:49,102 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-25 20:14:49,117 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,129 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,141 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,155 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,168 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:49,182 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,199 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,211 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,226 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,239 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,254 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,269 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,282 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,294 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,309 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,323 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,336 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,351 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,365 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:14:49,379 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:14:49,392 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:14:49,407 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,421 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,438 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,451 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,464 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 20:14:49,477 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 20:14:49,492 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,505 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,518 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,532 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,548 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,560 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,575 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,590 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,606 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,622 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,634 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,646 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 20:14:49,660 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,673 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,685 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,698 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,713 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,726 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,739 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,752 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,767 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,782 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-25 20:14:49,797 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,810 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,823 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,838 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,853 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,868 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 20:14:49,882 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 20:14:49,895 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 20:14:49,908 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,920 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,935 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,951 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,965 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:49,979 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:14:49,991 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,003 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,018 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,033 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,046 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,060 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,073 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,088 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,100 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,115 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,128 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,142 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,157 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,169 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,184 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,199 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,213 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,227 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,241 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,256 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,271 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 20:14:50,284 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,299 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,314 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,327 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,340 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,353 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,370 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,384 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,401 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,416 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,428 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,442 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,457 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,472 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,485 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,500 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,514 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,527 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,540 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,556 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,571 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,583 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,594 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 20:14:50,610 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:50,625 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 20:14:50,640 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 20:14:50,653 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:50,668 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-25 20:14:50,683 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:50,698 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:50,712 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:50,726 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-25 20:14:50,740 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,753 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,768 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,782 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,795 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,810 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,823 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,838 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,852 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,866 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 20:14:50,881 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,895 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,909 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,922 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,938 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,952 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 20:14:50,966 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:50,980 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:50,990 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,003 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,015 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,030 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,045 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,060 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,073 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,088 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,103 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,118 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,134 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 20:14:51,150 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,163 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,178 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,193 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,208 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,221 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:14:51,236 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:51,251 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,266 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,278 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,292 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,306 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,319 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,332 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,346 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,358 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,371 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,384 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,397 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,411 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,425 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,439 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,453 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,468 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,480 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,493 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:51,508 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,521 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,534 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,548 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,564 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,580 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,595 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,608 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,622 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,637 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,652 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,665 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,679 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,692 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,707 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,721 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,737 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:51,752 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:51,766 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:51,775 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:51,790 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:51,805 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:51,818 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,832 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,846 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,861 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,873 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,887 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,902 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,916 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:51,931 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:51,945 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:51,960 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:51,975 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:51,987 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,001 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,016 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,029 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,042 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,056 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,071 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,085 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,092 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,105 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,119 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,131 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,142 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,157 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:52,171 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:52,185 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:14:52,197 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:52,209 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:14:52,223 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 20:14:52,233 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:14:52,248 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:14:52,260 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,275 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,289 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,304 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,318 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,329 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,342 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,357 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,371 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,386 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,400 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,413 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,423 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,433 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,446 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,457 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,472 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,484 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,498 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:52,513 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,528 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,541 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,556 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,571 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,586 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,602 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,616 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,630 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,644 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,658 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,671 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:14:52,683 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,698 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,710 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,726 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,739 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,753 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,768 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,785 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:14:52,800 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,813 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,828 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,842 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,857 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,871 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:14:52,884 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,896 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,910 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,924 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,939 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:14:52,953 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,967 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,982 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:14:52,996 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,010 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,022 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,037 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,047 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,060 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,074 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,085 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,099 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,113 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:14:53,128 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:14:53,143 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:14:53,158 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:14:53,172 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,187 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,199 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,213 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,226 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,240 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,254 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,267 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,281 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,293 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:14:53,308 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,322 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,337 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,352 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,366 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,379 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,392 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,406 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:14:53,419 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,432 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,447 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,462 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,476 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,489 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,502 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,516 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,531 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,546 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,558 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,571 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,586 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,602 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,617 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,631 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,645 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 20:14:53,659 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 20:14:53,673 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 20:14:53,687 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 20:14:53,701 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 20:14:53,716 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:14:53,730 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:14:53,744 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,757 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:14:53,772 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 20:14:53,802 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:14:53,814 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:14:53,828 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 20:14:53,842 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 20:14:53,885 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 20:14:53,899 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 20:14:53,913 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 20:14:53,984 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 20:14:53,999 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 20:14:54,012 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 20:14:54,104 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,120 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,132 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:14:54,145 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:14:54,160 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:14:54,174 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:14:54,189 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:14:54,205 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 20:14:54,249 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,262 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,276 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:54,305 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,317 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,330 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,345 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:54,359 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:54,417 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 20:14:54,517 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 20:14:54,532 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 20:14:54,546 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 20:14:54,560 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 20:14:54,574 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 20:14:54,720 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 20:14:54,971 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:55,092 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 20:14:55,121 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 20:14:55,135 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:55,148 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 20:14:55,288 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:55,430 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 20:14:55,556 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 20:14:55,570 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 20:14:55,583 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 20:14:55,710 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 20:14:55,724 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-25 20:14:55,736 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 20:14:55,792 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 20:14:55,833 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-25 20:14:56,272 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:56,285 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:56,357 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 20:14:56,372 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 20:14:56,385 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-25 20:14:56,414 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 20:14:56,429 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 20:14:56,444 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 20:14:56,778 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 20:14:56,969 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 20:14:57,111 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:57,124 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:14:57,138 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:57,252 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 20:14:57,810 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 20:14:57,860 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 20:14:58,163 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.922, mIoU: 0.672
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2023-07-25 20:14:58,221 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-25 20:14:58,931 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 20:14:58,972 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 20:14:58,986 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 20:14:59,000 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 20:14:59,012 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 20:14:59,025 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 20:14:59,039 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 20:14:59,055 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 20:15:15,506 semantic_segmentation INFO: Iters: 71210/150000 || Lr: 0.011204 || Task Loss: 0.3940 || KD Loss: 0.0608|| 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, 9:28:59 || Estimated Time: 1 day, 13:02:50
2023-07-25 20:15:31,904 semantic_segmentation INFO: Iters: 71220/150000 || Lr: 0.011203 || Task Loss: 0.3917 || KD Loss: 0.0906|| 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, 9:29:16 || Estimated Time: 1 day, 13:02:32
2023-07-25 20:15:48,304 semantic_segmentation INFO: Iters: 71230/150000 || Lr: 0.011202 || Task Loss: 0.4856 || KD Loss: 0.0530|| 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, 9:29:32 || Estimated Time: 1 day, 13:02:15
2023-07-25 20:16:04,713 semantic_segmentation INFO: Iters: 71240/150000 || Lr: 0.011200 || Task Loss: 0.4200 || KD Loss: 0.0943|| 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, 9:29:49 || Estimated Time: 1 day, 13:01:57
2023-07-25 20:16:21,073 semantic_segmentation INFO: Iters: 71250/150000 || Lr: 0.011199 || Task Loss: 0.5370 || KD Loss: 0.2199|| 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, 9:30:05 || Estimated Time: 1 day, 13:01:40
2023-07-25 20:16:37,475 semantic_segmentation INFO: Iters: 71260/150000 || Lr: 0.011198 || Task Loss: 0.4024 || KD Loss: 0.0806|| 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, 9:30:21 || Estimated Time: 1 day, 13:01:22
2023-07-25 20:16:53,859 semantic_segmentation INFO: Iters: 71270/150000 || Lr: 0.011196 || Task Loss: 0.4410 || KD Loss: 0.0630|| 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, 9:30:38 || Estimated Time: 1 day, 13:01:05
2023-07-25 20:17:10,293 semantic_segmentation INFO: Iters: 71280/150000 || Lr: 0.011195 || Task Loss: 0.6487 || KD Loss: 0.2268|| 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, 9:30:54 || Estimated Time: 1 day, 13:00:47
2023-07-25 20:17:26,816 semantic_segmentation INFO: Iters: 71290/150000 || Lr: 0.011194 || Task Loss: 0.3680 || KD Loss: 0.0817|| 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, 9:31:11 || Estimated Time: 1 day, 13:00:30
2023-07-25 20:17:43,195 semantic_segmentation INFO: Iters: 71300/150000 || Lr: 0.011193 || Task Loss: 0.3796 || KD Loss: 0.0798|| 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, 9:31:27 || Estimated Time: 1 day, 13:00:12
2023-07-25 20:17:59,600 semantic_segmentation INFO: Iters: 71310/150000 || Lr: 0.011191 || Task Loss: 0.5264 || KD Loss: 0.1165|| 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, 9:31:44 || Estimated Time: 1 day, 12:59:55
2023-07-25 20:18:15,989 semantic_segmentation INFO: Iters: 71320/150000 || Lr: 0.011190 || Task Loss: 0.3876 || KD Loss: 0.1185|| 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, 9:32:00 || Estimated Time: 1 day, 12:59:37
2023-07-25 20:18:32,375 semantic_segmentation INFO: Iters: 71330/150000 || Lr: 0.011189 || Task Loss: 0.4151 || KD Loss: 0.0748|| 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, 9:32:16 || Estimated Time: 1 day, 12:59:20
2023-07-25 20:18:48,756 semantic_segmentation INFO: Iters: 71340/150000 || Lr: 0.011187 || Task Loss: 0.2842 || KD Loss: 0.0555|| 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, 9:32:33 || Estimated Time: 1 day, 12:59:02
2023-07-25 20:19:05,144 semantic_segmentation INFO: Iters: 71350/150000 || Lr: 0.011186 || Task Loss: 0.3292 || KD Loss: 0.0600|| 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, 9:32:49 || Estimated Time: 1 day, 12:58:45
2023-07-25 20:19:21,515 semantic_segmentation INFO: Iters: 71360/150000 || Lr: 0.011185 || Task Loss: 0.3380 || KD Loss: 0.0453|| 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, 9:33:05 || Estimated Time: 1 day, 12:58:27
2023-07-25 20:19:37,886 semantic_segmentation INFO: Iters: 71370/150000 || Lr: 0.011184 || Task Loss: 0.5184 || KD Loss: 0.1140|| 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: 1 day, 9:33:22 || Estimated Time: 1 day, 12:58:10
2023-07-25 20:19:54,282 semantic_segmentation INFO: Iters: 71380/150000 || Lr: 0.011182 || Task Loss: 0.4367 || KD Loss: 0.1227|| 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, 9:33:38 || Estimated Time: 1 day, 12:57:52
2023-07-25 20:20:10,660 semantic_segmentation INFO: Iters: 71390/150000 || Lr: 0.011181 || Task Loss: 0.4404 || KD Loss: 0.0906|| 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, 9:33:55 || Estimated Time: 1 day, 12:57:35
2023-07-25 20:20:27,047 semantic_segmentation INFO: Iters: 71400/150000 || Lr: 0.011180 || Task Loss: 0.3782 || KD Loss: 0.0642|| 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, 9:34:11 || Estimated Time: 1 day, 12:57:17
2023-07-25 20:20:43,439 semantic_segmentation INFO: Iters: 71410/150000 || Lr: 0.011178 || Task Loss: 0.3869 || KD Loss: 0.0509|| 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, 9:34:27 || Estimated Time: 1 day, 12:57:00
2023-07-25 20:20:59,814 semantic_segmentation INFO: Iters: 71420/150000 || Lr: 0.011177 || Task Loss: 0.4499 || KD Loss: 0.0712|| 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, 9:34:44 || Estimated Time: 1 day, 12:56:42
2023-07-25 20:21:16,195 semantic_segmentation INFO: Iters: 71430/150000 || Lr: 0.011176 || Task Loss: 0.3756 || KD Loss: 0.0863|| 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, 9:35:00 || Estimated Time: 1 day, 12:56:25
2023-07-25 20:21:32,558 semantic_segmentation INFO: Iters: 71440/150000 || Lr: 0.011175 || Task Loss: 0.3916 || KD Loss: 0.0950|| 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, 9:35:17 || Estimated Time: 1 day, 12:56:07
2023-07-25 20:21:48,957 semantic_segmentation INFO: Iters: 71450/150000 || Lr: 0.011173 || Task Loss: 0.2416 || KD Loss: 0.0452|| 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, 9:35:33 || Estimated Time: 1 day, 12:55:50
2023-07-25 20:22:05,349 semantic_segmentation INFO: Iters: 71460/150000 || Lr: 0.011172 || Task Loss: 0.2703 || KD Loss: 0.0527|| 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, 9:35:49 || Estimated Time: 1 day, 12:55:32
2023-07-25 20:22:21,736 semantic_segmentation INFO: Iters: 71470/150000 || Lr: 0.011171 || Task Loss: 0.3085 || KD Loss: 0.0624|| 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, 9:36:06 || Estimated Time: 1 day, 12:55:15
2023-07-25 20:22:38,122 semantic_segmentation INFO: Iters: 71480/150000 || Lr: 0.011170 || Task Loss: 0.2888 || KD Loss: 0.0711|| 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, 9:36:22 || Estimated Time: 1 day, 12:54:57
2023-07-25 20:22:54,506 semantic_segmentation INFO: Iters: 71490/150000 || Lr: 0.011168 || Task Loss: 0.3201 || KD Loss: 0.0478|| 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, 9:36:38 || Estimated Time: 1 day, 12:54:39
2023-07-25 20:23:10,876 semantic_segmentation INFO: Iters: 71500/150000 || Lr: 0.011167 || Task Loss: 0.3677 || KD Loss: 0.0696|| 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, 9:36:55 || Estimated Time: 1 day, 12:54:22
2023-07-25 20:23:27,148 semantic_segmentation INFO: Iters: 71510/150000 || Lr: 0.011166 || Task Loss: 0.2794 || KD Loss: 0.0442|| 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, 9:37:11 || Estimated Time: 1 day, 12:54:04
2023-07-25 20:23:43,453 semantic_segmentation INFO: Iters: 71520/150000 || Lr: 0.011164 || Task Loss: 0.2562 || KD Loss: 0.0445|| 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, 9:37:27 || Estimated Time: 1 day, 12:53:47
2023-07-25 20:23:59,804 semantic_segmentation INFO: Iters: 71530/150000 || Lr: 0.011163 || Task Loss: 0.5067 || KD Loss: 0.1015|| 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, 9:37:44 || Estimated Time: 1 day, 12:53:29
2023-07-25 20:24:16,029 semantic_segmentation INFO: Iters: 71540/150000 || Lr: 0.011162 || Task Loss: 0.2912 || KD Loss: 0.1102|| 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, 9:38:00 || Estimated Time: 1 day, 12:53:11
2023-07-25 20:24:32,377 semantic_segmentation INFO: Iters: 71550/150000 || Lr: 0.011161 || Task Loss: 0.5267 || KD Loss: 0.0985|| 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, 9:38:16 || Estimated Time: 1 day, 12:52:54
2023-07-25 20:24:49,107 semantic_segmentation INFO: Iters: 71560/150000 || Lr: 0.011159 || Task Loss: 0.3750 || KD Loss: 0.1155|| 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, 9:38:33 || Estimated Time: 1 day, 12:52:37
2023-07-25 20:25:05,371 semantic_segmentation INFO: Iters: 71570/150000 || Lr: 0.011158 || Task Loss: 0.3840 || KD Loss: 0.0590|| 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, 9:38:49 || Estimated Time: 1 day, 12:52:19
2023-07-25 20:25:21,735 semantic_segmentation INFO: Iters: 71580/150000 || Lr: 0.011157 || Task Loss: 0.3669 || KD Loss: 0.0639|| 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, 9:39:06 || Estimated Time: 1 day, 12:52:02
2023-07-25 20:25:38,125 semantic_segmentation INFO: Iters: 71590/150000 || Lr: 0.011155 || Task Loss: 0.3492 || KD Loss: 0.0850|| 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, 9:39:22 || Estimated Time: 1 day, 12:51:44
2023-07-25 20:25:54,521 semantic_segmentation INFO: Iters: 71600/150000 || Lr: 0.011154 || Task Loss: 0.3178 || KD Loss: 0.0719|| 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, 9:39:38 || Estimated Time: 1 day, 12:51:27
2023-07-25 20:26:10,904 semantic_segmentation INFO: Iters: 71610/150000 || Lr: 0.011153 || Task Loss: 0.4470 || KD Loss: 0.1069|| 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: 1 day, 9:39:55 || Estimated Time: 1 day, 12:51:09
2023-07-25 20:26:27,266 semantic_segmentation INFO: Iters: 71620/150000 || Lr: 0.011152 || Task Loss: 0.3855 || KD Loss: 0.0890|| 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, 9:40:11 || Estimated Time: 1 day, 12:50:51
2023-07-25 20:26:43,572 semantic_segmentation INFO: Iters: 71630/150000 || Lr: 0.011150 || Task Loss: 0.8192 || KD Loss: 0.3476|| 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, 9:40:28 || Estimated Time: 1 day, 12:50:34
2023-07-25 20:26:59,878 semantic_segmentation INFO: Iters: 71640/150000 || Lr: 0.011149 || Task Loss: 0.3502 || KD Loss: 0.0974|| 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, 9:40:44 || Estimated Time: 1 day, 12:50:16
2023-07-25 20:27:16,237 semantic_segmentation INFO: Iters: 71650/150000 || Lr: 0.011148 || Task Loss: 0.3093 || KD Loss: 0.0406|| 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, 9:41:00 || Estimated Time: 1 day, 12:49:59
2023-07-25 20:27:32,607 semantic_segmentation INFO: Iters: 71660/150000 || Lr: 0.011146 || Task Loss: 0.6064 || KD Loss: 0.1785|| 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, 9:41:17 || Estimated Time: 1 day, 12:49:41
2023-07-25 20:27:49,003 semantic_segmentation INFO: Iters: 71670/150000 || Lr: 0.011145 || Task Loss: 0.5998 || KD Loss: 0.1343|| 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, 9:41:33 || Estimated Time: 1 day, 12:49:24
2023-07-25 20:28:05,406 semantic_segmentation INFO: Iters: 71680/150000 || Lr: 0.011144 || Task Loss: 0.4236 || KD Loss: 0.0879|| 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, 9:41:49 || Estimated Time: 1 day, 12:49:06
2023-07-25 20:28:21,773 semantic_segmentation INFO: Iters: 71690/150000 || Lr: 0.011143 || Task Loss: 0.3905 || KD Loss: 0.0517|| 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, 9:42:06 || Estimated Time: 1 day, 12:48:49
2023-07-25 20:28:38,174 semantic_segmentation INFO: Iters: 71700/150000 || Lr: 0.011141 || Task Loss: 0.3538 || KD Loss: 0.0660|| 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, 9:42:22 || Estimated Time: 1 day, 12:48:31
2023-07-25 20:28:54,563 semantic_segmentation INFO: Iters: 71710/150000 || Lr: 0.011140 || Task Loss: 0.4373 || KD Loss: 0.1201|| 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, 9:42:39 || Estimated Time: 1 day, 12:48:14
2023-07-25 20:29:10,940 semantic_segmentation INFO: Iters: 71720/150000 || Lr: 0.011139 || Task Loss: 0.3737 || KD Loss: 0.0642|| 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, 9:42:55 || Estimated Time: 1 day, 12:47:56
2023-07-25 20:29:27,257 semantic_segmentation INFO: Iters: 71730/150000 || Lr: 0.011138 || Task Loss: 0.3868 || KD Loss: 0.0963|| 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, 9:43:11 || Estimated Time: 1 day, 12:47:39
2023-07-25 20:29:43,688 semantic_segmentation INFO: Iters: 71740/150000 || Lr: 0.011136 || Task Loss: 0.3346 || KD Loss: 0.0791|| 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, 9:43:28 || Estimated Time: 1 day, 12:47:21
2023-07-25 20:30:00,093 semantic_segmentation INFO: Iters: 71750/150000 || Lr: 0.011135 || Task Loss: 0.2964 || KD Loss: 0.0593|| 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, 9:43:44 || Estimated Time: 1 day, 12:47:04
2023-07-25 20:30:16,470 semantic_segmentation INFO: Iters: 71760/150000 || Lr: 0.011134 || Task Loss: 0.7809 || KD Loss: 0.1667|| 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: 1 day, 9:44:00 || Estimated Time: 1 day, 12:46:46
2023-07-25 20:30:32,731 semantic_segmentation INFO: Iters: 71770/150000 || Lr: 0.011132 || Task Loss: 0.6346 || KD Loss: 0.1647|| 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, 9:44:17 || Estimated Time: 1 day, 12:46:28
2023-07-25 20:30:49,028 semantic_segmentation INFO: Iters: 71780/150000 || Lr: 0.011131 || Task Loss: 0.3107 || KD Loss: 0.0728|| 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, 9:44:33 || Estimated Time: 1 day, 12:46:11
2023-07-25 20:31:05,414 semantic_segmentation INFO: Iters: 71790/150000 || Lr: 0.011130 || Task Loss: 0.4146 || KD Loss: 0.0931|| 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, 9:44:49 || Estimated Time: 1 day, 12:45:53
2023-07-25 20:31:21,791 semantic_segmentation INFO: Iters: 71800/150000 || Lr: 0.011129 || Task Loss: 0.2903 || KD Loss: 0.0548|| 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, 9:45:06 || Estimated Time: 1 day, 12:45:36
2023-07-25 20:31:38,161 semantic_segmentation INFO: Iters: 71810/150000 || Lr: 0.011127 || Task Loss: 0.5259 || KD Loss: 0.0825|| 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, 9:45:22 || Estimated Time: 1 day, 12:45:18
2023-07-25 20:31:54,577 semantic_segmentation INFO: Iters: 71820/150000 || Lr: 0.011126 || Task Loss: 0.4091 || KD Loss: 0.1045|| 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, 9:45:39 || Estimated Time: 1 day, 12:45:01
2023-07-25 20:32:10,966 semantic_segmentation INFO: Iters: 71830/150000 || Lr: 0.011125 || Task Loss: 0.4638 || KD Loss: 0.0679|| 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, 9:45:55 || Estimated Time: 1 day, 12:44:43
2023-07-25 20:32:27,337 semantic_segmentation INFO: Iters: 71840/150000 || Lr: 0.011123 || Task Loss: 0.3246 || KD Loss: 0.0774|| 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, 9:46:11 || Estimated Time: 1 day, 12:44:26
2023-07-25 20:32:43,719 semantic_segmentation INFO: Iters: 71850/150000 || Lr: 0.011122 || Task Loss: 0.5091 || KD Loss: 0.1076|| 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, 9:46:28 || Estimated Time: 1 day, 12:44:08
2023-07-25 20:33:00,086 semantic_segmentation INFO: Iters: 71860/150000 || Lr: 0.011121 || Task Loss: 0.2811 || KD Loss: 0.0700|| 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, 9:46:44 || Estimated Time: 1 day, 12:43:51
2023-07-25 20:33:16,497 semantic_segmentation INFO: Iters: 71870/150000 || Lr: 0.011120 || Task Loss: 0.3736 || KD Loss: 0.0721|| 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, 9:47:00 || Estimated Time: 1 day, 12:43:33
2023-07-25 20:33:32,860 semantic_segmentation INFO: Iters: 71880/150000 || Lr: 0.011118 || Task Loss: 0.5929 || KD Loss: 0.1404|| 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, 9:47:17 || Estimated Time: 1 day, 12:43:16
2023-07-25 20:33:49,254 semantic_segmentation INFO: Iters: 71890/150000 || Lr: 0.011117 || Task Loss: 0.3411 || KD Loss: 0.0796|| 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, 9:47:33 || Estimated Time: 1 day, 12:42:58
2023-07-25 20:34:05,560 semantic_segmentation INFO: Iters: 71900/150000 || Lr: 0.011116 || Task Loss: 0.2873 || KD Loss: 0.0514|| 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, 9:47:50 || Estimated Time: 1 day, 12:42:41
2023-07-25 20:34:21,801 semantic_segmentation INFO: Iters: 71910/150000 || Lr: 0.011114 || Task Loss: 0.4988 || KD Loss: 0.1545|| 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, 9:48:06 || Estimated Time: 1 day, 12:42:23
2023-07-25 20:34:38,054 semantic_segmentation INFO: Iters: 71920/150000 || Lr: 0.011113 || Task Loss: 0.3952 || KD Loss: 0.0987|| 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, 9:48:22 || Estimated Time: 1 day, 12:42:05
2023-07-25 20:34:54,342 semantic_segmentation INFO: Iters: 71930/150000 || Lr: 0.011112 || Task Loss: 0.5494 || KD Loss: 0.1329|| 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, 9:48:38 || Estimated Time: 1 day, 12:41:48
2023-07-25 20:35:11,861 semantic_segmentation INFO: Iters: 71940/150000 || Lr: 0.011111 || Task Loss: 0.2619 || KD Loss: 0.0645|| 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, 9:48:56 || Estimated Time: 1 day, 12:41:31
2023-07-25 20:35:30,211 semantic_segmentation INFO: Iters: 71950/150000 || Lr: 0.011109 || Task Loss: 0.7288 || KD Loss: 0.2108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:14 || Estimated Time: 1 day, 12:41:16
2023-07-25 20:35:46,399 semantic_segmentation INFO: Iters: 71960/150000 || Lr: 0.011108 || Task Loss: 0.6211 || KD Loss: 0.0802|| 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, 9:49:30 || Estimated Time: 1 day, 12:40:58
2023-07-25 20:36:02,719 semantic_segmentation INFO: Iters: 71970/150000 || Lr: 0.011107 || Task Loss: 0.6358 || KD Loss: 0.1967|| 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 day, 9:49:47 || Estimated Time: 1 day, 12:40:41
2023-07-25 20:36:18,944 semantic_segmentation INFO: Iters: 71980/150000 || Lr: 0.011106 || Task Loss: 0.4120 || KD Loss: 0.0741|| 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, 9:50:03 || Estimated Time: 1 day, 12:40:23
2023-07-25 20:36:35,151 semantic_segmentation INFO: Iters: 71990/150000 || Lr: 0.011104 || Task Loss: 0.4314 || KD Loss: 0.1020|| 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, 9:50:19 || Estimated Time: 1 day, 12:40:05
2023-07-25 20:36:51,444 semantic_segmentation INFO: Iters: 72000/150000 || Lr: 0.011103 || Task Loss: 0.3572 || KD Loss: 0.0651|| 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: 1 day, 9:50:35 || Estimated Time: 1 day, 12:39:48
2023-07-25 20:36:51,557 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:36:52,004 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-25 20:36:52,018 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-25 20:36:52,030 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.168
2023-07-25 20:36:52,044 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.168
2023-07-25 20:36:52,057 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.241
2023-07-25 20:36:52,069 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.283
2023-07-25 20:36:52,082 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.327
2023-07-25 20:36:52,096 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.333
2023-07-25 20:36:52,108 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.366
2023-07-25 20:36:52,121 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.413
2023-07-25 20:36:52,135 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.462
2023-07-25 20:36:52,149 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.508
2023-07-25 20:36:52,161 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.504
2023-07-25 20:36:52,174 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.489
2023-07-25 20:36:52,187 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.478
2023-07-25 20:36:52,199 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.474
2023-07-25 20:36:52,210 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.459
2023-07-25 20:36:52,222 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.460
2023-07-25 20:36:52,236 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.457
2023-07-25 20:36:52,252 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.501
2023-07-25 20:36:52,265 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.502
2023-07-25 20:36:52,280 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.513
2023-07-25 20:36:52,294 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.549
2023-07-25 20:36:52,309 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.554
2023-07-25 20:36:52,324 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.554
2023-07-25 20:36:52,338 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.555
2023-07-25 20:36:52,352 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.558
2023-07-25 20:36:52,363 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.558
2023-07-25 20:36:52,377 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.547
2023-07-25 20:36:52,391 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.547
2023-07-25 20:36:52,404 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.548
2023-07-25 20:36:52,419 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.546
2023-07-25 20:36:52,433 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.552
2023-07-25 20:36:52,447 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.547
2023-07-25 20:36:52,462 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.575
2023-07-25 20:36:52,476 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.572
2023-07-25 20:36:52,488 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.571
2023-07-25 20:36:52,500 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.614
2023-07-25 20:36:52,516 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.614
2023-07-25 20:36:52,529 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.612
2023-07-25 20:36:52,542 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.639
2023-07-25 20:36:52,556 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.638
2023-07-25 20:36:52,570 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-25 20:36:52,582 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-25 20:36:52,597 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-25 20:36:52,611 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-25 20:36:52,624 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-25 20:36:52,637 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-25 20:36:52,651 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.640
2023-07-25 20:36:52,668 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.637
2023-07-25 20:36:52,683 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-25 20:36:52,699 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-25 20:36:52,712 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-25 20:36:52,727 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-25 20:36:52,742 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-25 20:36:52,755 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-25 20:36:52,770 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-25 20:36:52,787 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.629
2023-07-25 20:36:52,800 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.630
2023-07-25 20:36:52,815 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.669
2023-07-25 20:36:52,828 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-25 20:36:52,844 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-25 20:36:52,857 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-25 20:36:52,875 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-25 20:36:52,887 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-25 20:36:52,902 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-25 20:36:52,916 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-25 20:36:52,929 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-25 20:36:52,943 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-25 20:36:52,958 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-25 20:36:52,973 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-25 20:36:52,986 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-25 20:36:53,000 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.725
2023-07-25 20:36:53,014 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-25 20:36:53,028 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-25 20:36:53,043 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-25 20:36:53,057 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.726
2023-07-25 20:36:53,066 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.725
2023-07-25 20:36:53,081 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.727
2023-07-25 20:36:53,097 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.727
2023-07-25 20:36:53,110 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.693
2023-07-25 20:36:53,124 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.696
2023-07-25 20:36:53,139 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.691
2023-07-25 20:36:53,154 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.691
2023-07-25 20:36:53,169 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.692
2023-07-25 20:36:53,184 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-25 20:36:53,199 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.693
2023-07-25 20:36:53,214 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.693
2023-07-25 20:36:53,228 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.692
2023-07-25 20:36:53,241 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.692
2023-07-25 20:36:53,255 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 20:36:53,270 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:36:53,284 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-25 20:36:53,298 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 20:36:53,312 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-25 20:36:53,326 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 20:36:53,338 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 20:36:53,350 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 20:36:53,364 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 20:36:53,376 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 20:36:53,390 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 20:36:53,403 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 20:36:53,415 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-25 20:36:53,443 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 20:36:53,454 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:36:53,469 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:36:53,483 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 20:36:53,495 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 20:36:53,507 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:36:53,519 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:36:53,531 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:36:53,545 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:36:53,559 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:36:53,573 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:36:53,585 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:36:53,597 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 20:36:53,612 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 20:36:53,624 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 20:36:53,638 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:36:53,652 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-25 20:36:53,666 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 20:36:53,679 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 20:36:53,694 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 20:36:53,710 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 20:36:53,718 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:53,730 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:53,746 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 20:36:53,754 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 20:36:53,767 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 20:36:53,782 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 20:36:53,797 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-25 20:36:53,811 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 20:36:53,826 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-25 20:36:53,839 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 20:36:53,852 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-25 20:36:53,867 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.924, mIoU: 0.666
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2023-07-25 20:36:53,893 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-25 20:36:53,905 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-25 20:36:53,947 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 20:36:53,962 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 20:36:53,977 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-25 20:36:53,990 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 20:36:54,003 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 20:36:54,016 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 20:36:54,026 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 20:36:54,040 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 20:36:54,054 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-25 20:36:54,066 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 20:36:54,080 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-25 20:36:54,093 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 20:36:54,106 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 20:36:54,120 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 20:36:54,135 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-25 20:36:54,150 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 20:36:54,164 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 20:36:54,179 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.686
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2023-07-25 20:36:54,208 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:36:54,220 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:36:54,235 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:36:54,247 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:36:54,260 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:36:54,272 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-25 20:36:54,314 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 20:36:54,329 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-25 20:36:57,700 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 20:36:57,843 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 20:36:57,901 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 20:36:57,915 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 20:36:57,931 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 20:36:57,946 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 20:36:57,987 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 20:36:58,013 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 20:36:58,176 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 20:36:58,207 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 20:36:58,287 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 20:36:58,300 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 20:36:58,314 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 20:36:58,343 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 20:36:58,358 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 20:36:58,418 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 20:36:58,472 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 20:36:58,529 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-25 20:36:58,556 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 20:36:58,584 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-25 20:36:58,610 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:58,625 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:58,639 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:58,654 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 20:36:58,669 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 20:36:58,684 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 20:36:58,694 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:58,707 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:58,722 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-25 20:36:58,919 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-25 20:36:58,977 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 20:36:58,992 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-25 20:36:59,032 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 20:36:59,046 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 20:36:59,060 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:59,073 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:59,089 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 20:36:59,103 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:59,118 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 20:36:59,130 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 20:36:59,144 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 20:36:59,158 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 20:36:59,173 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 20:36:59,187 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:59,201 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 20:36:59,214 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.925, mIoU: 0.671
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2023-07-25 20:36:59,243 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-25 20:36:59,255 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 20:36:59,270 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 20:36:59,281 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 20:36:59,319 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 20:36:59,429 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,444 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,459 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,475 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,487 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,500 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,515 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,530 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,544 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,556 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 20:36:59,569 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 20:36:59,583 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 20:36:59,624 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 20:36:59,638 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-25 20:36:59,695 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 20:36:59,709 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 20:36:59,721 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 20:36:59,820 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 20:37:00,431 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,446 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,461 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,476 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 20:37:00,488 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 20:37:00,503 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:00,517 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:00,532 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:00,544 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:00,559 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,572 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,587 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,602 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 20:37:00,616 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,630 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,645 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:00,659 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,672 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,686 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:00,700 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:00,714 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:37:00,731 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 20:37:00,745 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:00,759 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:00,769 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:00,781 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,795 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,808 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,822 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,835 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,848 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,863 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:00,879 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,894 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,909 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,922 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:00,936 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,950 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:00,965 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:37:00,981 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:37:00,996 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,011 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,024 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,038 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 20:37:01,051 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,066 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,080 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,092 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,105 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,118 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,133 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,147 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 20:37:01,160 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,174 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,188 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,203 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,215 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 20:37:01,227 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:01,235 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:01,249 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:01,264 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:01,278 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:01,293 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 20:37:01,308 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:01,322 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:01,337 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 20:37:01,351 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,364 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,378 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,392 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,406 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,420 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:01,432 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:01,445 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:01,457 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:01,472 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,485 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,497 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:01,510 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,524 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,539 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,551 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,564 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,577 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,588 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,603 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,617 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:01,632 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,646 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,661 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,675 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,687 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,702 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,716 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,733 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,747 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,762 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:01,776 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:01,789 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:01,801 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:01,813 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,827 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,843 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,855 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,868 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:01,882 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,896 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,911 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,925 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:01,940 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:01,952 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:01,967 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:01,981 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:01,995 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,010 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,023 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,039 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,051 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,066 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,082 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,094 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,107 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,122 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,137 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,151 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,166 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,177 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,190 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,203 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,216 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,230 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:02,246 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:02,259 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:02,274 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,287 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,301 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,316 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,328 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,341 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,356 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,370 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,383 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,397 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,412 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,425 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,438 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,452 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,467 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:02,483 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,495 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,509 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,521 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,535 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:02,548 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,560 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,574 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,588 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,600 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,614 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:02,629 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,643 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,658 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,671 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,683 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,697 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,710 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,723 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,736 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,751 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,764 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,778 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,792 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,807 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,822 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,838 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,851 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,863 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,878 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,893 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,907 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,922 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:02,935 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:02,947 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:02,958 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,975 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:02,991 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,005 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,019 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,029 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,042 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,056 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,070 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,083 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,098 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 20:37:03,111 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,126 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,139 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,154 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,167 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,182 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,196 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,209 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 20:37:03,224 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,239 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,254 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,268 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,282 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,297 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,311 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,324 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,338 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,352 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,364 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,376 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,388 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,403 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,416 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,431 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,445 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,456 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,470 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,486 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,501 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,514 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,529 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,544 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,557 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,571 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,586 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,600 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,613 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,625 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 20:37:03,641 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,656 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,670 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,683 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,697 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:03,711 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,725 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,739 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,752 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,766 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,778 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,792 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:03,805 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,817 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,832 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,844 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,858 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 20:37:03,872 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:03,886 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:03,899 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,913 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,927 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,940 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,956 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:03,970 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:03,988 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:04,003 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,012 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,026 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,038 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,052 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,066 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,081 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,094 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,108 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,123 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,137 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,152 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,168 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,180 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,195 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,210 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:04,224 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 20:37:04,237 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,251 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,266 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,281 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,293 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:04,308 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:04,322 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,334 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,348 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,362 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:04,374 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,388 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,400 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,414 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,429 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,443 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,457 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,473 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,488 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,500 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,513 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,528 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,541 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,554 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,569 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,583 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,598 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,613 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,625 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,638 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,653 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,668 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,680 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,694 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,707 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,722 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,736 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,751 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,766 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,780 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:04,789 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,805 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,820 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,833 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,847 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,861 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,876 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,888 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,903 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,917 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:04,932 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:04,947 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:04,961 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:04,977 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:04,993 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 20:37:05,006 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 20:37:05,022 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 20:37:05,036 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 20:37:05,050 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 20:37:05,062 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,076 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,091 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,105 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,112 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,124 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,137 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,148 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:05,159 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:05,174 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:05,188 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:05,203 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:05,214 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:05,227 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:05,241 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:05,251 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:05,266 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:05,279 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,293 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,308 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,322 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,337 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,348 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,360 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,374 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,389 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,403 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:05,417 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,430 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,439 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,450 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,463 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,474 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,489 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,501 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:05,515 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,531 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,546 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,559 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,574 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,589 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,603 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 20:37:05,619 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 20:37:05,632 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 20:37:05,646 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,661 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,676 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:05,688 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,701 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,715 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,727 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,742 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,755 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,769 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,783 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,800 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,815 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,828 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,842 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,856 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 20:37:05,871 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,885 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,897 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,909 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,924 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,939 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,953 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-25 20:37:05,968 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 20:37:05,983 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 20:37:05,999 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 20:37:06,013 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,030 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,044 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,059 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,069 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,082 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,097 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,108 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 20:37:06,123 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 20:37:06,137 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 20:37:06,152 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,166 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,181 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,195 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,209 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,221 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,235 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,247 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,261 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,275 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,287 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,301 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,313 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 20:37:06,327 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,341 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,356 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,371 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,385 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,398 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,411 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 20:37:06,426 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,439 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,452 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,467 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 20:37:06,482 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,497 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,510 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,522 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,538 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,553 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,568 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,580 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,593 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,607 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,621 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,636 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,650 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,665 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 20:37:06,679 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,693 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,707 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,722 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,736 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,750 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:06,764 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:06,777 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:06,792 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:06,806 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 20:37:06,822 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,834 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 20:37:06,848 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:06,862 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.930, mIoU: 0.688
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2023-07-25 20:37:06,905 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,919 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,933 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.930, mIoU: 0.688
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2023-07-25 20:37:06,978 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:06,990 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,005 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,020 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,033 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,053 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,067 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,076 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,090 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,105 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,117 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,132 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:07,147 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:07,159 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,172 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,186 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,200 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,215 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:07,232 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,246 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,262 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 20:37:07,276 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,288 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,303 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,317 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,331 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,343 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,356 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,370 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,385 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,399 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-25 20:37:07,454 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,467 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 20:37:07,483 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-25 20:37:07,526 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,539 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,553 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 20:37:07,568 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,582 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,596 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 20:37:07,609 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,624 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,636 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 20:37:07,649 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-25 20:37:07,690 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-25 20:37:07,756 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-25 20:37:07,814 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,828 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-25 20:37:07,896 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 20:37:07,909 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-25 20:37:08,171 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-25 20:37:08,313 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 20:37:08,510 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,523 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,537 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,548 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,562 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,576 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,591 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,603 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,618 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,634 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,649 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,660 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,675 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,689 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,700 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,714 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,729 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,743 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,756 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,768 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,783 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,797 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,811 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,823 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,838 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,850 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,863 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,877 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:37:08,891 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,906 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:37:08,920 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:08,935 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:08,947 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:08,962 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:08,976 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:08,991 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:09,005 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:09,018 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:09,030 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:09,046 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:09,061 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:09,076 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:09,089 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:09,103 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:09,118 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:09,132 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,145 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,158 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,172 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,187 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,201 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,216 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,230 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,245 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,257 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,270 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,284 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,297 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,311 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,325 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,338 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,352 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,366 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 20:37:09,380 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:09,394 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:09,407 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,421 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:09,435 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,450 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,463 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,478 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,492 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,505 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,518 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 20:37:09,560 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 20:37:09,686 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:09,699 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 20:37:09,712 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 20:37:09,754 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,767 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,780 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,794 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,806 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,819 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,834 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,849 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,863 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,877 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,889 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:09,904 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:09,918 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,931 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,946 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,961 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,975 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:09,989 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-25 20:37:10,033 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-25 20:37:10,075 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-25 20:37:10,121 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,134 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,148 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.929, mIoU: 0.689
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2023-07-25 20:37:10,192 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:37:10,206 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,220 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,235 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,245 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,258 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:37:10,270 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 20:37:10,283 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.929, mIoU: 0.688
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2023-07-25 20:37:10,390 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.688
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2023-07-25 20:37:11,162 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,177 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,191 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,206 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,220 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,234 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,249 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,261 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,275 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,288 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,302 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,316 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,330 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,344 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,357 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,371 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,385 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,399 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,413 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,427 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,441 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,455 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,467 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,482 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,495 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,510 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,524 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,539 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 20:37:11,553 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,568 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,581 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,591 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,605 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,618 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,632 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,647 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,661 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,676 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,687 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,697 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,713 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,727 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,742 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,755 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,769 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,784 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,796 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,810 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,825 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,838 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,852 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,864 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,878 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,893 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,907 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,919 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,934 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,948 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,962 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:11,978 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:11,991 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:12,005 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:12,019 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 20:37:12,035 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:37:28,376 semantic_segmentation INFO: Iters: 72010/150000 || Lr: 0.011102 || Task Loss: 0.2795 || KD Loss: 0.0591|| 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, 9:51:12 || Estimated Time: 1 day, 12:39:53
2023-07-25 20:37:44,697 semantic_segmentation INFO: Iters: 72020/150000 || Lr: 0.011100 || Task Loss: 0.3723 || KD Loss: 0.0618|| 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, 9:51:29 || Estimated Time: 1 day, 12:39:35
2023-07-25 20:38:01,026 semantic_segmentation INFO: Iters: 72030/150000 || Lr: 0.011099 || Task Loss: 0.4724 || KD Loss: 0.1328|| 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, 9:51:45 || Estimated Time: 1 day, 12:39:17
2023-07-25 20:38:17,343 semantic_segmentation INFO: Iters: 72040/150000 || Lr: 0.011098 || Task Loss: 0.2943 || KD Loss: 0.0492|| 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, 9:52:01 || Estimated Time: 1 day, 12:39:00
2023-07-25 20:38:33,739 semantic_segmentation INFO: Iters: 72050/150000 || Lr: 0.011097 || Task Loss: 0.4659 || KD Loss: 0.0581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:18 || Estimated Time: 1 day, 12:38:42
2023-07-25 20:38:50,115 semantic_segmentation INFO: Iters: 72060/150000 || Lr: 0.011095 || Task Loss: 0.3125 || KD Loss: 0.0505|| 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, 9:52:34 || Estimated Time: 1 day, 12:38:25
2023-07-25 20:39:06,505 semantic_segmentation INFO: Iters: 72070/150000 || Lr: 0.011094 || Task Loss: 0.3645 || KD Loss: 0.0806|| 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, 9:52:50 || Estimated Time: 1 day, 12:38:07
2023-07-25 20:39:22,857 semantic_segmentation INFO: Iters: 72080/150000 || Lr: 0.011093 || Task Loss: 0.3398 || KD Loss: 0.0807|| 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, 9:53:07 || Estimated Time: 1 day, 12:37:50
2023-07-25 20:39:39,252 semantic_segmentation INFO: Iters: 72090/150000 || Lr: 0.011091 || Task Loss: 0.2133 || KD Loss: 0.0374|| 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, 9:53:23 || Estimated Time: 1 day, 12:37:32
2023-07-25 20:39:55,637 semantic_segmentation INFO: Iters: 72100/150000 || Lr: 0.011090 || Task Loss: 0.2621 || KD Loss: 0.0384|| 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, 9:53:40 || Estimated Time: 1 day, 12:37:15
2023-07-25 20:40:12,025 semantic_segmentation INFO: Iters: 72110/150000 || Lr: 0.011089 || Task Loss: 0.4024 || 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, 9:53:56 || Estimated Time: 1 day, 12:36:57
2023-07-25 20:40:28,406 semantic_segmentation INFO: Iters: 72120/150000 || Lr: 0.011088 || Task Loss: 0.4974 || KD Loss: 0.0927|| 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, 9:54:12 || Estimated Time: 1 day, 12:36:40
2023-07-25 20:40:44,779 semantic_segmentation INFO: Iters: 72130/150000 || Lr: 0.011086 || Task Loss: 0.5499 || KD Loss: 0.0939|| 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: 1 day, 9:54:29 || Estimated Time: 1 day, 12:36:22
2023-07-25 20:41:01,065 semantic_segmentation INFO: Iters: 72140/150000 || Lr: 0.011085 || Task Loss: 0.3810 || KD Loss: 0.0887|| 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, 9:54:45 || Estimated Time: 1 day, 12:36:05
2023-07-25 20:41:17,314 semantic_segmentation INFO: Iters: 72150/150000 || Lr: 0.011084 || Task Loss: 0.3314 || KD Loss: 0.0547|| 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, 9:55:01 || Estimated Time: 1 day, 12:35:47
2023-07-25 20:41:33,678 semantic_segmentation INFO: Iters: 72160/150000 || Lr: 0.011082 || Task Loss: 0.4584 || KD Loss: 0.0628|| 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, 9:55:18 || Estimated Time: 1 day, 12:35:30
2023-07-25 20:41:49,915 semantic_segmentation INFO: Iters: 72170/150000 || Lr: 0.011081 || Task Loss: 0.4841 || KD Loss: 0.0938|| 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 day, 9:55:34 || Estimated Time: 1 day, 12:35:12
2023-07-25 20:42:06,261 semantic_segmentation INFO: Iters: 72180/150000 || Lr: 0.011080 || Task Loss: 0.2947 || KD Loss: 0.0625|| 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, 9:55:50 || Estimated Time: 1 day, 12:34:54
2023-07-25 20:42:22,491 semantic_segmentation INFO: Iters: 72190/150000 || Lr: 0.011079 || Task Loss: 0.3866 || KD Loss: 0.0758|| 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, 9:56:06 || Estimated Time: 1 day, 12:34:37
2023-07-25 20:42:38,765 semantic_segmentation INFO: Iters: 72200/150000 || Lr: 0.011077 || Task Loss: 0.4864 || KD Loss: 0.1266|| 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, 9:56:23 || Estimated Time: 1 day, 12:34:19
2023-07-25 20:42:54,956 semantic_segmentation INFO: Iters: 72210/150000 || Lr: 0.011076 || Task Loss: 0.4755 || 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: 1 day, 9:56:39 || Estimated Time: 1 day, 12:34:01
2023-07-25 20:43:11,240 semantic_segmentation INFO: Iters: 72220/150000 || Lr: 0.011075 || Task Loss: 0.3302 || KD Loss: 0.0694|| 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, 9:56:55 || Estimated Time: 1 day, 12:33:44
2023-07-25 20:43:27,594 semantic_segmentation INFO: Iters: 72230/150000 || Lr: 0.011073 || Task Loss: 0.5099 || KD Loss: 0.1398|| 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, 9:57:12 || Estimated Time: 1 day, 12:33:26
2023-07-25 20:43:43,796 semantic_segmentation INFO: Iters: 72240/150000 || Lr: 0.011072 || Task Loss: 0.3437 || KD Loss: 0.0824|| 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, 9:57:28 || Estimated Time: 1 day, 12:33:08
2023-07-25 20:44:00,138 semantic_segmentation INFO: Iters: 72250/150000 || Lr: 0.011071 || Task Loss: 0.5370 || KD Loss: 0.1203|| 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, 9:57:44 || Estimated Time: 1 day, 12:32:51
2023-07-25 20:44:16,352 semantic_segmentation INFO: Iters: 72260/150000 || Lr: 0.011070 || Task Loss: 0.3817 || KD Loss: 0.0901|| 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, 9:58:00 || Estimated Time: 1 day, 12:32:33
2023-07-25 20:44:32,514 semantic_segmentation INFO: Iters: 72270/150000 || Lr: 0.011068 || Task Loss: 0.3517 || KD Loss: 0.0688|| 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, 9:58:16 || Estimated Time: 1 day, 12:32:16
2023-07-25 20:44:48,792 semantic_segmentation INFO: Iters: 72280/150000 || Lr: 0.011067 || Task Loss: 0.5403 || KD Loss: 0.0893|| 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, 9:58:33 || Estimated Time: 1 day, 12:31:58
2023-07-25 20:45:05,061 semantic_segmentation INFO: Iters: 72290/150000 || Lr: 0.011066 || Task Loss: 0.4498 || KD Loss: 0.1048|| 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, 9:58:49 || Estimated Time: 1 day, 12:31:40
2023-07-25 20:45:21,330 semantic_segmentation INFO: Iters: 72300/150000 || Lr: 0.011065 || Task Loss: 0.4950 || KD Loss: 0.0968|| 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, 9:59:05 || Estimated Time: 1 day, 12:31:23
2023-07-25 20:45:37,658 semantic_segmentation INFO: Iters: 72310/150000 || Lr: 0.011063 || Task Loss: 0.3008 || KD Loss: 0.0383|| 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, 9:59:22 || Estimated Time: 1 day, 12:31:05
2023-07-25 20:45:54,004 semantic_segmentation INFO: Iters: 72320/150000 || Lr: 0.011062 || Task Loss: 0.3324 || KD Loss: 0.0572|| 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, 9:59:38 || Estimated Time: 1 day, 12:30:48
2023-07-25 20:46:10,281 semantic_segmentation INFO: Iters: 72330/150000 || Lr: 0.011061 || Task Loss: 0.4366 || KD Loss: 0.0811|| 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, 9:59:54 || Estimated Time: 1 day, 12:30:30
2023-07-25 20:46:26,538 semantic_segmentation INFO: Iters: 72340/150000 || Lr: 0.011059 || Task Loss: 0.2821 || KD Loss: 0.0374|| 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, 10:00:11 || Estimated Time: 1 day, 12:30:12
2023-07-25 20:46:42,723 semantic_segmentation INFO: Iters: 72350/150000 || Lr: 0.011058 || Task Loss: 0.3386 || KD Loss: 0.0935|| 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, 10:00:27 || Estimated Time: 1 day, 12:29:55
2023-07-25 20:46:58,969 semantic_segmentation INFO: Iters: 72360/150000 || Lr: 0.011057 || Task Loss: 0.3426 || KD Loss: 0.0693|| 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, 10:00:43 || Estimated Time: 1 day, 12:29:37
2023-07-25 20:47:15,236 semantic_segmentation INFO: Iters: 72370/150000 || Lr: 0.011056 || Task Loss: 0.4244 || KD Loss: 0.0887|| 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, 10:00:59 || Estimated Time: 1 day, 12:29:19
2023-07-25 20:47:31,515 semantic_segmentation INFO: Iters: 72380/150000 || Lr: 0.011054 || Task Loss: 0.4238 || KD Loss: 0.0888|| 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, 10:01:15 || Estimated Time: 1 day, 12:29:02
2023-07-25 20:47:47,858 semantic_segmentation INFO: Iters: 72390/150000 || Lr: 0.011053 || Task Loss: 0.3837 || KD Loss: 0.0580|| 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, 10:01:32 || Estimated Time: 1 day, 12:28:44
2023-07-25 20:48:04,027 semantic_segmentation INFO: Iters: 72400/150000 || Lr: 0.011052 || Task Loss: 0.5107 || KD Loss: 0.1172|| 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, 10:01:48 || Estimated Time: 1 day, 12:28:26
2023-07-25 20:48:20,250 semantic_segmentation INFO: Iters: 72410/150000 || Lr: 0.011050 || Task Loss: 0.4544 || KD Loss: 0.0878|| 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, 10:02:04 || Estimated Time: 1 day, 12:28:09
2023-07-25 20:48:36,536 semantic_segmentation INFO: Iters: 72420/150000 || Lr: 0.011049 || Task Loss: 0.4983 || KD Loss: 0.0969|| 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, 10:02:21 || Estimated Time: 1 day, 12:27:51
2023-07-25 20:48:52,818 semantic_segmentation INFO: Iters: 72430/150000 || Lr: 0.011048 || Task Loss: 0.5276 || KD Loss: 0.1612|| 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, 10:02:37 || Estimated Time: 1 day, 12:27:34
2023-07-25 20:49:09,017 semantic_segmentation INFO: Iters: 72440/150000 || Lr: 0.011047 || Task Loss: 0.5176 || KD Loss: 0.0825|| 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, 10:02:53 || Estimated Time: 1 day, 12:27:16
2023-07-25 20:49:25,253 semantic_segmentation INFO: Iters: 72450/150000 || Lr: 0.011045 || Task Loss: 0.4864 || KD Loss: 0.0909|| 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, 10:03:09 || Estimated Time: 1 day, 12:26:58
2023-07-25 20:49:41,546 semantic_segmentation INFO: Iters: 72460/150000 || Lr: 0.011044 || Task Loss: 0.4107 || KD Loss: 0.0841|| 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: 1 day, 10:03:26 || Estimated Time: 1 day, 12:26:41
2023-07-25 20:49:57,882 semantic_segmentation INFO: Iters: 72470/150000 || Lr: 0.011043 || Task Loss: 0.3800 || KD Loss: 0.0713|| 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, 10:03:42 || Estimated Time: 1 day, 12:26:23
2023-07-25 20:50:14,118 semantic_segmentation INFO: Iters: 72480/150000 || Lr: 0.011041 || Task Loss: 0.3337 || KD Loss: 0.0601|| 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, 10:03:58 || Estimated Time: 1 day, 12:26:05
2023-07-25 20:50:30,385 semantic_segmentation INFO: Iters: 72490/150000 || Lr: 0.011040 || Task Loss: 0.3643 || KD Loss: 0.0731|| 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, 10:04:14 || Estimated Time: 1 day, 12:25:48
2023-07-25 20:50:47,043 semantic_segmentation INFO: Iters: 72500/150000 || Lr: 0.011039 || Task Loss: 0.3540 || KD Loss: 0.0906|| 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, 10:04:31 || Estimated Time: 1 day, 12:25:31
2023-07-25 20:51:03,269 semantic_segmentation INFO: Iters: 72510/150000 || Lr: 0.011038 || Task Loss: 0.6448 || KD Loss: 0.1439|| 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, 10:04:47 || Estimated Time: 1 day, 12:25:13
2023-07-25 20:51:19,597 semantic_segmentation INFO: Iters: 72520/150000 || Lr: 0.011036 || Task Loss: 0.3991 || KD Loss: 0.0759|| 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, 10:05:04 || Estimated Time: 1 day, 12:24:55
2023-07-25 20:51:35,852 semantic_segmentation INFO: Iters: 72530/150000 || Lr: 0.011035 || Task Loss: 0.3877 || KD Loss: 0.0784|| 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, 10:05:20 || Estimated Time: 1 day, 12:24:38
2023-07-25 20:51:52,130 semantic_segmentation INFO: Iters: 72540/150000 || Lr: 0.011034 || Task Loss: 0.5928 || KD Loss: 0.1404|| 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: 1 day, 10:05:36 || Estimated Time: 1 day, 12:24:20
2023-07-25 20:52:08,361 semantic_segmentation INFO: Iters: 72550/150000 || Lr: 0.011032 || Task Loss: 0.3360 || KD Loss: 0.0610|| 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, 10:05:52 || Estimated Time: 1 day, 12:24:02
2023-07-25 20:52:24,585 semantic_segmentation INFO: Iters: 72560/150000 || Lr: 0.011031 || Task Loss: 0.4618 || KD Loss: 0.1128|| 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, 10:06:09 || Estimated Time: 1 day, 12:23:45
2023-07-25 20:52:40,936 semantic_segmentation INFO: Iters: 72570/150000 || Lr: 0.011030 || Task Loss: 0.5252 || KD Loss: 0.1760|| 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, 10:06:25 || Estimated Time: 1 day, 12:23:27
2023-07-25 20:52:57,112 semantic_segmentation INFO: Iters: 72580/150000 || Lr: 0.011029 || Task Loss: 0.3663 || KD Loss: 0.0493|| 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, 10:06:41 || Estimated Time: 1 day, 12:23:10
2023-07-25 20:53:13,321 semantic_segmentation INFO: Iters: 72590/150000 || Lr: 0.011027 || Task Loss: 0.5044 || KD Loss: 0.1000|| 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, 10:06:57 || Estimated Time: 1 day, 12:22:52
2023-07-25 20:53:29,558 semantic_segmentation INFO: Iters: 72600/150000 || Lr: 0.011026 || Task Loss: 0.2912 || KD Loss: 0.0372|| 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, 10:07:14 || Estimated Time: 1 day, 12:22:34
2023-07-25 20:53:45,774 semantic_segmentation INFO: Iters: 72610/150000 || Lr: 0.011025 || Task Loss: 0.4846 || KD Loss: 0.1083|| 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, 10:07:30 || Estimated Time: 1 day, 12:22:17
2023-07-25 20:54:02,061 semantic_segmentation INFO: Iters: 72620/150000 || Lr: 0.011023 || Task Loss: 0.5286 || KD Loss: 0.1084|| 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, 10:07:46 || Estimated Time: 1 day, 12:21:59
2023-07-25 20:54:18,228 semantic_segmentation INFO: Iters: 72630/150000 || Lr: 0.011022 || Task Loss: 0.3533 || KD Loss: 0.0846|| 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, 10:08:02 || Estimated Time: 1 day, 12:21:41
2023-07-25 20:54:34,449 semantic_segmentation INFO: Iters: 72640/150000 || Lr: 0.011021 || Task Loss: 0.5116 || KD Loss: 0.0714|| 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, 10:08:18 || Estimated Time: 1 day, 12:21:24
2023-07-25 20:54:50,632 semantic_segmentation INFO: Iters: 72650/150000 || Lr: 0.011020 || Task Loss: 0.5426 || KD Loss: 0.1175|| 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, 10:08:35 || Estimated Time: 1 day, 12:21:06
2023-07-25 20:55:06,824 semantic_segmentation INFO: Iters: 72660/150000 || Lr: 0.011018 || Task Loss: 0.4008 || KD Loss: 0.0784|| 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, 10:08:51 || Estimated Time: 1 day, 12:20:48
2023-07-25 20:55:22,961 semantic_segmentation INFO: Iters: 72670/150000 || Lr: 0.011017 || Task Loss: 0.4248 || KD Loss: 0.0686|| 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, 10:09:07 || Estimated Time: 1 day, 12:20:30
2023-07-25 20:55:39,150 semantic_segmentation INFO: Iters: 72680/150000 || Lr: 0.011016 || Task Loss: 0.3767 || KD Loss: 0.0856|| 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, 10:09:23 || Estimated Time: 1 day, 12:20:13
2023-07-25 20:55:55,352 semantic_segmentation INFO: Iters: 72690/150000 || Lr: 0.011015 || Task Loss: 0.4127 || KD Loss: 0.0750|| 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, 10:09:39 || Estimated Time: 1 day, 12:19:55
2023-07-25 20:56:11,624 semantic_segmentation INFO: Iters: 72700/150000 || Lr: 0.011013 || Task Loss: 0.3277 || KD Loss: 0.0661|| 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, 10:09:56 || Estimated Time: 1 day, 12:19:37
2023-07-25 20:56:27,752 semantic_segmentation INFO: Iters: 72710/150000 || Lr: 0.011012 || Task Loss: 0.3663 || KD Loss: 0.1185|| 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, 10:10:12 || Estimated Time: 1 day, 12:19:20
2023-07-25 20:56:43,912 semantic_segmentation INFO: Iters: 72720/150000 || Lr: 0.011011 || Task Loss: 0.4593 || KD Loss: 0.0917|| 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, 10:10:28 || Estimated Time: 1 day, 12:19:02
2023-07-25 20:57:00,185 semantic_segmentation INFO: Iters: 72730/150000 || Lr: 0.011009 || Task Loss: 0.3691 || KD Loss: 0.0676|| 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, 10:10:44 || Estimated Time: 1 day, 12:18:44
2023-07-25 20:57:16,347 semantic_segmentation INFO: Iters: 72740/150000 || Lr: 0.011008 || Task Loss: 0.3004 || KD Loss: 0.0556|| 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, 10:11:00 || Estimated Time: 1 day, 12:18:27
2023-07-25 20:57:32,594 semantic_segmentation INFO: Iters: 72750/150000 || Lr: 0.011007 || Task Loss: 0.4542 || KD Loss: 0.0866|| 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, 10:11:17 || Estimated Time: 1 day, 12:18:09
2023-07-25 20:57:48,832 semantic_segmentation INFO: Iters: 72760/150000 || Lr: 0.011006 || Task Loss: 0.3276 || KD Loss: 0.0614|| 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, 10:11:33 || Estimated Time: 1 day, 12:17:51
2023-07-25 20:58:05,671 semantic_segmentation INFO: Iters: 72770/150000 || Lr: 0.011004 || Task Loss: 0.2714 || KD Loss: 0.0540|| 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, 10:11:50 || Estimated Time: 1 day, 12:17:34
2023-07-25 20:58:24,747 semantic_segmentation INFO: Iters: 72780/150000 || Lr: 0.011003 || Task Loss: 0.5173 || KD Loss: 0.1146|| 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, 10:12:09 || Estimated Time: 1 day, 12:17:20
2023-07-25 20:58:40,928 semantic_segmentation INFO: Iters: 72790/150000 || Lr: 0.011002 || Task Loss: 0.4919 || KD Loss: 0.0975|| 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, 10:12:25 || Estimated Time: 1 day, 12:17:02
2023-07-25 20:58:57,089 semantic_segmentation INFO: Iters: 72800/150000 || Lr: 0.011000 || Task Loss: 0.2691 || KD Loss: 0.0488|| 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, 10:12:41 || Estimated Time: 1 day, 12:16:44
2023-07-25 20:58:57,199 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 20:58:57,662 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-25 20:58:57,691 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-25 20:58:57,703 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-25 20:58:57,716 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-25 20:58:57,729 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.247
2023-07-25 20:58:57,742 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.292
2023-07-25 20:58:57,755 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.332
2023-07-25 20:58:57,769 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-25 20:58:57,781 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.377
2023-07-25 20:58:57,795 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.407
2023-07-25 20:58:57,808 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.442
2023-07-25 20:58:57,822 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.488
2023-07-25 20:58:57,834 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.472
2023-07-25 20:58:57,850 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.455
2023-07-25 20:58:57,864 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.455
2023-07-25 20:58:57,876 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.449
2023-07-25 20:58:57,886 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.435
2023-07-25 20:58:57,898 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.435
2023-07-25 20:58:57,912 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.436
2023-07-25 20:58:57,927 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.480
2023-07-25 20:58:57,941 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.481
2023-07-25 20:58:57,956 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.491
2023-07-25 20:58:57,970 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.529
2023-07-25 20:58:57,985 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.528
2023-07-25 20:58:58,000 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.527
2023-07-25 20:58:58,013 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.544
2023-07-25 20:58:58,027 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.545
2023-07-25 20:58:58,038 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.546
2023-07-25 20:58:58,052 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.536
2023-07-25 20:58:58,067 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.536
2023-07-25 20:58:58,080 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.536
2023-07-25 20:58:58,094 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.537
2023-07-25 20:58:58,108 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.541
2023-07-25 20:58:58,122 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.540
2023-07-25 20:58:58,137 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.571
2023-07-25 20:58:58,152 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.572
2023-07-25 20:58:58,164 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.571
2023-07-25 20:58:58,177 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.612
2023-07-25 20:58:58,192 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.595
2023-07-25 20:58:58,204 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.593
2023-07-25 20:58:58,217 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.619
2023-07-25 20:58:58,231 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.618
2023-07-25 20:58:58,245 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.611
2023-07-25 20:58:58,257 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.611
2023-07-25 20:58:58,271 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.614
2023-07-25 20:58:58,286 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.616
2023-07-25 20:58:58,298 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.618
2023-07-25 20:58:58,310 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.618
2023-07-25 20:58:58,324 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.619
2023-07-25 20:58:58,340 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.608
2023-07-25 20:58:58,356 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.607
2023-07-25 20:58:58,371 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.607
2023-07-25 20:58:58,384 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-25 20:58:58,400 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-25 20:58:58,415 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.612
2023-07-25 20:58:58,428 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.610
2023-07-25 20:58:58,443 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.606
2023-07-25 20:58:58,460 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.606
2023-07-25 20:58:58,473 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.604
2023-07-25 20:58:58,488 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-25 20:58:58,501 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-25 20:58:58,516 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-25 20:58:58,528 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.643
2023-07-25 20:58:58,545 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-25 20:58:58,558 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-25 20:58:58,572 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-25 20:58:58,586 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.644
2023-07-25 20:58:58,598 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-25 20:58:58,612 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-25 20:58:58,627 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-25 20:58:58,641 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-25 20:58:58,653 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-25 20:58:58,667 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-25 20:58:58,681 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-25 20:58:58,695 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-25 20:58:58,709 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-25 20:58:58,723 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.709
2023-07-25 20:58:58,733 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-25 20:58:58,748 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-25 20:58:58,763 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.708
2023-07-25 20:58:58,776 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-25 20:58:58,790 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-25 20:58:58,805 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-25 20:58:58,819 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-25 20:58:58,834 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-25 20:58:58,848 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-25 20:58:58,864 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-25 20:58:58,880 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-25 20:58:58,894 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-25 20:58:58,907 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-25 20:58:58,921 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-25 20:58:58,937 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.709
2023-07-25 20:58:58,951 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-25 20:58:58,966 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-25 20:58:58,981 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-25 20:58:58,996 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-25 20:58:59,009 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-25 20:58:59,022 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-25 20:58:59,037 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-25 20:58:59,051 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-25 20:58:59,067 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-25 20:58:59,081 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-25 20:58:59,093 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-25 20:58:59,107 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-25 20:58:59,122 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-25 20:58:59,134 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-25 20:58:59,149 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-25 20:58:59,163 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-25 20:58:59,176 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-25 20:58:59,190 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-25 20:58:59,202 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-25 20:58:59,215 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-25 20:58:59,229 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-25 20:58:59,244 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-25 20:58:59,258 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-25 20:58:59,271 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-25 20:58:59,284 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-25 20:58:59,298 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.708
2023-07-25 20:58:59,311 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.709
2023-07-25 20:58:59,325 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-25 20:58:59,339 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-25 20:58:59,352 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-25 20:58:59,364 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-25 20:58:59,378 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-25 20:58:59,392 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-25 20:58:59,401 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.706
2023-07-25 20:58:59,413 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.706
2023-07-25 20:58:59,427 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-25 20:58:59,436 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-25 20:58:59,448 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.689
2023-07-25 20:58:59,462 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-25 20:58:59,476 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-25 20:58:59,488 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-25 20:58:59,503 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-25 20:58:59,516 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-25 20:58:59,528 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-25 20:58:59,542 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.689
2023-07-25 20:58:59,555 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-25 20:58:59,569 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-25 20:58:59,581 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-25 20:58:59,596 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-25 20:58:59,610 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-25 20:58:59,624 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-25 20:58:59,639 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.694
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2023-07-25 20:59:02,666 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-25 20:59:03,584 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-25 20:59:04,291 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 20:59:04,560 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 20:59:05,112 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,126 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,140 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,153 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,165 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,180 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,194 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,208 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,220 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,232 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,247 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,260 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:59:05,275 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 20:59:05,287 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,302 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,317 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:59:05,332 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 20:59:05,345 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,360 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,375 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,388 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,402 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,417 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,431 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,446 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,459 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,473 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,487 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 20:59:05,503 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,513 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,527 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 20:59:05,541 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,553 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,567 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,580 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,594 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-25 20:59:05,621 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,634 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-25 20:59:05,659 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,675 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,690 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,705 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,718 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,733 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,746 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,760 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,775 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-25 20:59:05,803 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,817 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,831 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,845 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,859 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,870 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,885 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 20:59:05,899 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,913 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:05,928 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,943 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,955 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,971 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:05,986 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:06,001 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:06,014 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 20:59:06,029 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:06,044 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:06,059 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 20:59:06,073 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 20:59:06,088 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,102 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,116 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,130 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,143 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,155 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,169 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,183 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,197 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,209 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,223 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,235 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,249 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,263 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,277 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,291 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,305 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,319 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,333 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,346 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:06,360 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:06,374 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:06,391 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:06,405 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:59:06,419 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 20:59:06,429 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 20:59:06,441 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,456 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,468 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,482 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,494 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,508 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,523 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,539 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 20:59:06,554 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,569 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,582 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,596 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,609 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,623 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 20:59:06,638 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 20:59:06,653 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,668 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 20:59:06,682 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,697 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,709 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,723 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 20:59:06,736 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,748 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-25 20:59:06,827 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,841 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 20:59:06,855 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-25 20:59:06,914 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 20:59:07,121 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:07,134 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:07,147 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:07,160 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-25 20:59:07,201 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.929, mIoU: 0.696
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2023-07-25 20:59:07,269 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-25 20:59:07,778 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 20:59:07,792 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,807 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,819 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,831 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,845 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,858 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:07,872 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:07,889 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:07,902 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:07,917 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:07,930 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:07,944 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:07,959 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:07,971 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:07,984 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:08,000 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,016 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,029 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,043 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,057 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,071 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,083 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,097 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,112 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,128 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,141 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,155 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:08,167 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:08,182 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,195 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,207 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,222 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,236 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,248 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,263 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,278 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:08,293 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,308 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,320 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,332 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,346 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,358 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,371 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,383 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,398 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:08,410 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:08,423 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,436 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,451 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,466 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,481 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,493 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,506 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:08,521 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:08,535 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:08,550 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:08,565 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:08,577 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,589 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,601 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,616 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,631 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,645 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,659 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,669 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,682 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,696 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,711 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,723 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,738 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,750 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,765 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,777 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,792 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,804 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,818 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,833 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 20:59:08,845 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,860 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,874 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,888 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,902 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,916 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,930 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,945 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,959 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:08,973 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:08,988 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,002 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,015 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,029 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,045 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,058 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:09,074 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:09,089 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,101 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,115 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,131 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,145 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,158 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,174 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,188 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,201 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,215 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,230 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,244 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,256 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,267 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,284 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,298 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:09,312 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:09,325 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:09,339 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,354 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,368 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,383 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,395 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,409 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,422 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,436 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,450 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,462 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,477 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,489 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,504 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,519 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,533 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,547 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,561 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,575 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,589 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,604 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,618 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,633 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:09,648 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,657 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,671 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,683 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,697 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:09,712 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:09,727 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:09,739 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,753 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,768 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,781 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,796 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,811 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,824 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,839 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,853 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:09,867 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,879 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,894 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:09,908 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,923 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:09,935 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:09,949 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:09,963 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:09,976 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:09,990 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,005 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,019 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,033 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,046 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,060 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,074 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,088 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,103 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,117 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,131 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,144 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,157 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,171 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,183 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,196 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,210 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,224 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,239 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:10,254 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,266 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,279 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,294 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,308 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,320 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,334 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,347 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,361 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,375 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,391 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,405 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,420 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,429 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,444 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,459 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,472 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,486 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,500 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,515 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,528 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,543 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,557 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,572 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,586 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,600 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,615 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,630 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,642 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,656 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,670 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,683 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 20:59:10,695 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,709 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,723 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,737 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,744 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,756 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,769 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,780 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,791 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 20:59:10,805 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,819 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,833 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,844 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,857 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,871 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,881 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,896 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,908 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:10,922 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,935 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,949 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,963 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,974 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:10,986 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,000 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,016 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,032 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,047 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,059 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,069 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,079 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,091 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,102 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,117 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,129 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,143 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,158 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,173 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,186 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,201 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:11,215 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:11,230 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:11,245 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,259 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,273 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,288 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,303 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:11,316 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,329 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,344 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:11,356 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 20:59:11,372 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 20:59:11,384 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 20:59:11,399 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,413 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,430 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,445 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,457 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,472 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,486 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,500 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,515 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,528 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,540 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,554 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,568 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,582 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,596 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,611 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,626 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 20:59:11,640 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,655 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,667 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,682 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,692 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,704 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,719 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,730 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:11,744 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:11,759 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:11,773 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 20:59:11,788 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,803 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 20:59:11,817 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,832 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,843 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,858 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,870 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,885 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,899 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,911 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,925 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,938 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,952 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,967 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:11,981 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:11,996 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:12,010 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:12,023 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:12,037 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:12,053 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 20:59:12,066 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,079 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,094 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,108 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,122 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,134 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,147 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,161 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,176 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,190 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,203 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,215 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,229 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,244 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,258 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,273 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,287 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 20:59:12,301 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,315 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,329 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,343 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,357 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,371 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 20:59:12,385 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,398 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,412 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,427 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,442 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,454 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 20:59:12,468 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,482 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,497 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,510 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,525 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,539 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,553 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,567 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,582 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,596 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,609 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,623 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,638 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,651 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,666 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,678 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 20:59:12,687 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,701 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,716 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,729 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:12,744 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:12,758 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:12,770 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:12,783 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:12,797 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,812 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,826 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,842 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,856 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,872 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 20:59:12,886 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,898 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,913 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,927 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,941 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,952 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,965 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,979 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:12,994 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:13,008 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,024 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 20:59:13,036 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,052 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,068 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,081 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,096 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,112 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,126 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,141 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-25 20:59:13,226 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-25 20:59:13,253 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,266 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-25 20:59:13,306 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,320 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,334 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,344 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,357 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,372 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-25 20:59:13,511 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,525 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.931, mIoU: 0.697
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2023-07-25 20:59:13,596 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-25 20:59:13,663 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-25 20:59:13,691 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-25 20:59:13,769 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,781 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-25 20:59:13,874 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 20:59:13,888 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,901 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 20:59:13,914 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:13,928 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:13,940 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:13,954 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-25 20:59:13,997 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,011 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,026 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,039 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,053 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,069 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,083 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,099 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,114 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:14,126 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,141 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:14,153 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,168 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,184 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,199 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,211 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,227 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,243 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:14,258 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,270 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,284 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,298 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,309 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,323 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:14,337 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:14,351 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,364 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,376 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,390 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,403 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,417 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,429 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,443 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,455 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,468 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,482 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,497 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:14,512 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:14,527 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,543 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,556 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,571 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,585 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,600 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,614 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,627 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,640 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,655 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,670 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,685 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,697 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,709 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,724 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,738 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:14,750 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,763 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,777 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:14,791 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,805 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,818 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,832 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,847 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,859 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,873 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,887 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,900 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,914 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:14,928 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,943 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,957 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:14,971 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:14,985 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:14,999 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,013 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,028 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,043 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,058 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:15,071 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,087 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:15,102 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:15,114 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:15,127 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:15,141 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,156 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,169 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,183 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,198 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,212 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:15,226 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,240 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:15,254 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:15,268 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:15,281 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:15,293 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,305 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,318 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:15,330 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,344 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,358 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,371 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,383 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,397 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-25 20:59:15,421 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,436 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-25 20:59:15,492 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,506 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:15,520 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,533 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,548 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,563 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,578 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,591 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,605 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,620 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,633 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,648 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,660 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,674 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:15,688 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,703 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,717 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,729 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,743 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,758 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,772 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,786 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,800 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,814 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,829 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:15,839 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,853 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,865 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,878 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,895 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,909 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,924 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,937 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,951 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,964 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,979 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:15,994 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,009 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,023 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,036 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,051 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,066 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,079 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,095 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,112 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,124 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,137 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,148 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,162 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,176 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,190 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,204 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,216 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,227 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,240 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 20:59:16,254 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,267 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,279 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,291 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,304 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,318 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,332 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,344 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,358 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,374 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:16,389 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,403 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,418 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,425 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,440 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,452 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,464 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,478 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,493 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,506 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,521 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,535 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,550 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 20:59:16,565 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 20:59:16,577 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:16,592 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:16,608 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:16,622 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:16,637 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,651 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,668 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,680 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,694 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,708 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,723 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,735 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:16,748 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,762 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 20:59:16,777 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,791 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 20:59:16,805 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,819 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,833 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,847 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,860 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,874 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,887 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,901 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,916 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,930 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:16,946 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:16,958 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:16,973 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:16,988 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,003 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,017 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,032 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,047 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,061 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,074 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,088 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,102 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,118 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,133 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,147 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,161 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,175 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,188 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,197 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,211 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,223 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,237 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 20:59:17,250 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,264 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,278 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,288 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,297 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,312 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,326 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,339 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,351 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,365 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,379 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,391 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,404 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,418 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,431 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,445 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,457 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,471 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,484 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,498 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,509 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,523 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,536 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,550 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 20:59:17,565 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:17,577 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:17,590 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 20:59:17,604 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 20:59:17,620 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 20:59:33,921 semantic_segmentation INFO: Iters: 72810/150000 || Lr: 0.010999 || Task Loss: 0.4037 || KD Loss: 0.0673|| 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, 10:13:18 || Estimated Time: 1 day, 12:16:49
2023-07-25 20:59:50,208 semantic_segmentation INFO: Iters: 72820/150000 || Lr: 0.010998 || Task Loss: 0.2517 || KD Loss: 0.0537|| 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, 10:13:34 || Estimated Time: 1 day, 12:16:31
2023-07-25 21:00:06,454 semantic_segmentation INFO: Iters: 72830/150000 || Lr: 0.010997 || Task Loss: 0.4471 || KD Loss: 0.0708|| 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, 10:13:50 || Estimated Time: 1 day, 12:16:13
2023-07-25 21:00:22,629 semantic_segmentation INFO: Iters: 72840/150000 || Lr: 0.010995 || Task Loss: 0.3545 || KD Loss: 0.0744|| 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, 10:14:07 || Estimated Time: 1 day, 12:15:56
2023-07-25 21:00:38,939 semantic_segmentation INFO: Iters: 72850/150000 || Lr: 0.010994 || Task Loss: 0.2834 || KD Loss: 0.0465|| 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, 10:14:23 || Estimated Time: 1 day, 12:15:38
2023-07-25 21:00:55,166 semantic_segmentation INFO: Iters: 72860/150000 || Lr: 0.010993 || Task Loss: 0.4454 || KD Loss: 0.1025|| 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, 10:14:39 || Estimated Time: 1 day, 12:15:20
2023-07-25 21:01:11,551 semantic_segmentation INFO: Iters: 72870/150000 || Lr: 0.010991 || Task Loss: 0.4603 || KD Loss: 0.0576|| 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, 10:14:56 || Estimated Time: 1 day, 12:15:03
2023-07-25 21:01:27,911 semantic_segmentation INFO: Iters: 72880/150000 || Lr: 0.010990 || Task Loss: 0.3999 || KD Loss: 0.0693|| 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, 10:15:12 || Estimated Time: 1 day, 12:14:45
2023-07-25 21:01:44,120 semantic_segmentation INFO: Iters: 72890/150000 || Lr: 0.010989 || Task Loss: 0.3218 || KD Loss: 0.0624|| 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, 10:15:28 || Estimated Time: 1 day, 12:14:28
2023-07-25 21:02:00,335 semantic_segmentation INFO: Iters: 72900/150000 || Lr: 0.010988 || Task Loss: 0.4029 || KD Loss: 0.1054|| 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, 10:15:44 || Estimated Time: 1 day, 12:14:10
2023-07-25 21:02:16,675 semantic_segmentation INFO: Iters: 72910/150000 || Lr: 0.010986 || Task Loss: 0.3092 || 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: 1 day, 10:16:01 || Estimated Time: 1 day, 12:13:53
2023-07-25 21:02:32,985 semantic_segmentation INFO: Iters: 72920/150000 || Lr: 0.010985 || Task Loss: 0.4759 || KD Loss: 0.0932|| 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, 10:16:17 || Estimated Time: 1 day, 12:13:35
2023-07-25 21:02:49,232 semantic_segmentation INFO: Iters: 72930/150000 || Lr: 0.010984 || Task Loss: 0.3920 || KD Loss: 0.0751|| 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, 10:16:33 || Estimated Time: 1 day, 12:13:17
2023-07-25 21:03:05,437 semantic_segmentation INFO: Iters: 72940/150000 || Lr: 0.010982 || Task Loss: 0.4448 || KD Loss: 0.1333|| 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, 10:16:49 || Estimated Time: 1 day, 12:13:00
2023-07-25 21:03:21,714 semantic_segmentation INFO: Iters: 72950/150000 || Lr: 0.010981 || Task Loss: 0.4260 || KD Loss: 0.0842|| 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, 10:17:06 || Estimated Time: 1 day, 12:12:42
2023-07-25 21:03:37,911 semantic_segmentation INFO: Iters: 72960/150000 || Lr: 0.010980 || Task Loss: 0.4643 || KD Loss: 0.0652|| 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, 10:17:22 || Estimated Time: 1 day, 12:12:24
2023-07-25 21:03:54,152 semantic_segmentation INFO: Iters: 72970/150000 || Lr: 0.010979 || Task Loss: 0.4130 || KD Loss: 0.0764|| 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, 10:17:38 || Estimated Time: 1 day, 12:12:07
2023-07-25 21:04:10,336 semantic_segmentation INFO: Iters: 72980/150000 || Lr: 0.010977 || Task Loss: 0.3075 || 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: 1 day, 10:17:54 || Estimated Time: 1 day, 12:11:49
2023-07-25 21:04:26,523 semantic_segmentation INFO: Iters: 72990/150000 || Lr: 0.010976 || Task Loss: 0.3500 || KD Loss: 0.0793|| 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, 10:18:11 || Estimated Time: 1 day, 12:11:31
2023-07-25 21:04:42,795 semantic_segmentation INFO: Iters: 73000/150000 || Lr: 0.010975 || Task Loss: 0.3804 || KD Loss: 0.0623|| 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, 10:18:27 || Estimated Time: 1 day, 12:11:14
2023-07-25 21:04:59,064 semantic_segmentation INFO: Iters: 73010/150000 || Lr: 0.010973 || Task Loss: 0.4155 || KD Loss: 0.1060|| 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, 10:18:43 || Estimated Time: 1 day, 12:10:56
2023-07-25 21:05:15,276 semantic_segmentation INFO: Iters: 73020/150000 || Lr: 0.010972 || Task Loss: 0.4659 || KD Loss: 0.0633|| 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, 10:18:59 || Estimated Time: 1 day, 12:10:38
2023-07-25 21:05:31,473 semantic_segmentation INFO: Iters: 73030/150000 || Lr: 0.010971 || Task Loss: 0.6160 || KD Loss: 0.1669|| 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, 10:19:15 || Estimated Time: 1 day, 12:10:21
2023-07-25 21:05:47,633 semantic_segmentation INFO: Iters: 73040/150000 || Lr: 0.010970 || Task Loss: 0.3656 || KD Loss: 0.0862|| 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, 10:19:32 || Estimated Time: 1 day, 12:10:03
2023-07-25 21:06:03,831 semantic_segmentation INFO: Iters: 73050/150000 || Lr: 0.010968 || Task Loss: 0.4365 || KD Loss: 0.0786|| 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, 10:19:48 || Estimated Time: 1 day, 12:09:45
2023-07-25 21:06:20,048 semantic_segmentation INFO: Iters: 73060/150000 || Lr: 0.010967 || Task Loss: 0.3533 || KD Loss: 0.0901|| 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, 10:20:04 || Estimated Time: 1 day, 12:09:28
2023-07-25 21:06:36,328 semantic_segmentation INFO: Iters: 73070/150000 || Lr: 0.010966 || Task Loss: 0.3331 || KD Loss: 0.0785|| 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, 10:20:20 || Estimated Time: 1 day, 12:09:10
2023-07-25 21:06:52,500 semantic_segmentation INFO: Iters: 73080/150000 || Lr: 0.010964 || Task Loss: 0.3838 || KD Loss: 0.0671|| 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, 10:20:36 || Estimated Time: 1 day, 12:08:52
2023-07-25 21:07:08,689 semantic_segmentation INFO: Iters: 73090/150000 || Lr: 0.010963 || Task Loss: 0.3828 || KD Loss: 0.0770|| 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, 10:20:53 || Estimated Time: 1 day, 12:08:35
2023-07-25 21:07:24,917 semantic_segmentation INFO: Iters: 73100/150000 || Lr: 0.010962 || Task Loss: 0.3995 || KD Loss: 0.1029|| 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, 10:21:09 || Estimated Time: 1 day, 12:08:17
2023-07-25 21:07:41,188 semantic_segmentation INFO: Iters: 73110/150000 || Lr: 0.010961 || Task Loss: 0.3306 || KD Loss: 0.1073|| 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, 10:21:25 || Estimated Time: 1 day, 12:08:00
2023-07-25 21:07:57,439 semantic_segmentation INFO: Iters: 73120/150000 || Lr: 0.010959 || Task Loss: 0.4014 || KD Loss: 0.0757|| 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, 10:21:41 || Estimated Time: 1 day, 12:07:42
2023-07-25 21:08:13,618 semantic_segmentation INFO: Iters: 73130/150000 || Lr: 0.010958 || Task Loss: 0.3799 || KD Loss: 0.0717|| 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, 10:21:58 || Estimated Time: 1 day, 12:07:24
2023-07-25 21:08:29,823 semantic_segmentation INFO: Iters: 73140/150000 || Lr: 0.010957 || Task Loss: 0.4161 || KD Loss: 0.1108|| 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, 10:22:14 || Estimated Time: 1 day, 12:07:07
2023-07-25 21:08:46,014 semantic_segmentation INFO: Iters: 73150/150000 || Lr: 0.010956 || Task Loss: 0.3689 || KD Loss: 0.0840|| 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, 10:22:30 || Estimated Time: 1 day, 12:06:49
2023-07-25 21:09:02,250 semantic_segmentation INFO: Iters: 73160/150000 || Lr: 0.010954 || Task Loss: 0.3909 || KD Loss: 0.0698|| 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, 10:22:46 || Estimated Time: 1 day, 12:06:31
2023-07-25 21:09:18,459 semantic_segmentation INFO: Iters: 73170/150000 || Lr: 0.010953 || Task Loss: 0.4142 || KD Loss: 0.1189|| 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, 10:23:02 || Estimated Time: 1 day, 12:06:14
2023-07-25 21:09:34,719 semantic_segmentation INFO: Iters: 73180/150000 || Lr: 0.010952 || Task Loss: 0.4751 || KD Loss: 0.1326|| 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, 10:23:19 || Estimated Time: 1 day, 12:05:56
2023-07-25 21:09:50,929 semantic_segmentation INFO: Iters: 73190/150000 || Lr: 0.010950 || Task Loss: 0.4010 || KD Loss: 0.0802|| 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, 10:23:35 || Estimated Time: 1 day, 12:05:38
2023-07-25 21:10:07,272 semantic_segmentation INFO: Iters: 73200/150000 || Lr: 0.010949 || Task Loss: 0.3827 || KD Loss: 0.0739|| 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, 10:23:51 || Estimated Time: 1 day, 12:05:21
2023-07-25 21:10:23,464 semantic_segmentation INFO: Iters: 73210/150000 || Lr: 0.010948 || Task Loss: 0.5840 || KD Loss: 0.1824|| 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, 10:24:07 || Estimated Time: 1 day, 12:05:03
2023-07-25 21:10:39,685 semantic_segmentation INFO: Iters: 73220/150000 || Lr: 0.010947 || Task Loss: 0.4776 || KD Loss: 0.1365|| 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, 10:24:24 || Estimated Time: 1 day, 12:04:45
2023-07-25 21:10:55,898 semantic_segmentation INFO: Iters: 73230/150000 || Lr: 0.010945 || Task Loss: 0.2310 || KD Loss: 0.0466|| 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, 10:24:40 || Estimated Time: 1 day, 12:04:28
2023-07-25 21:11:12,177 semantic_segmentation INFO: Iters: 73240/150000 || Lr: 0.010944 || Task Loss: 0.3878 || KD Loss: 0.1069|| 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, 10:24:56 || Estimated Time: 1 day, 12:04:10
2023-07-25 21:11:28,409 semantic_segmentation INFO: Iters: 73250/150000 || Lr: 0.010943 || Task Loss: 0.4012 || KD Loss: 0.0876|| 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, 10:25:12 || Estimated Time: 1 day, 12:03:53
2023-07-25 21:11:44,606 semantic_segmentation INFO: Iters: 73260/150000 || Lr: 0.010941 || Task Loss: 0.3844 || KD Loss: 0.0554|| 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, 10:25:29 || Estimated Time: 1 day, 12:03:35
2023-07-25 21:12:00,801 semantic_segmentation INFO: Iters: 73270/150000 || Lr: 0.010940 || Task Loss: 0.3864 || KD Loss: 0.0614|| 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, 10:25:45 || Estimated Time: 1 day, 12:03:17
2023-07-25 21:12:17,094 semantic_segmentation INFO: Iters: 73280/150000 || Lr: 0.010939 || Task Loss: 0.4367 || KD Loss: 0.1055|| 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, 10:26:01 || Estimated Time: 1 day, 12:03:00
2023-07-25 21:12:33,254 semantic_segmentation INFO: Iters: 73290/150000 || Lr: 0.010938 || Task Loss: 0.3434 || KD Loss: 0.0692|| 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, 10:26:17 || Estimated Time: 1 day, 12:02:42
2023-07-25 21:12:49,424 semantic_segmentation INFO: Iters: 73300/150000 || Lr: 0.010936 || Task Loss: 0.4651 || KD Loss: 0.0673|| 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, 10:26:33 || Estimated Time: 1 day, 12:02:24
2023-07-25 21:13:05,596 semantic_segmentation INFO: Iters: 73310/150000 || Lr: 0.010935 || Task Loss: 0.4928 || KD Loss: 0.1141|| 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: 1 day, 10:26:50 || Estimated Time: 1 day, 12:02:07
2023-07-25 21:13:21,705 semantic_segmentation INFO: Iters: 73320/150000 || Lr: 0.010934 || Task Loss: 0.5203 || KD Loss: 0.0627|| 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, 10:27:06 || Estimated Time: 1 day, 12:01:49
2023-07-25 21:13:37,914 semantic_segmentation INFO: Iters: 73330/150000 || Lr: 0.010932 || Task Loss: 0.6453 || KD Loss: 0.1422|| 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, 10:27:22 || Estimated Time: 1 day, 12:01:31
2023-07-25 21:13:54,046 semantic_segmentation INFO: Iters: 73340/150000 || Lr: 0.010931 || Task Loss: 0.3407 || KD Loss: 0.0444|| 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, 10:27:38 || Estimated Time: 1 day, 12:01:13
2023-07-25 21:14:10,216 semantic_segmentation INFO: Iters: 73350/150000 || Lr: 0.010930 || Task Loss: 0.3269 || KD Loss: 0.0525|| 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, 10:27:54 || Estimated Time: 1 day, 12:00:56
2023-07-25 21:14:26,398 semantic_segmentation INFO: Iters: 73360/150000 || Lr: 0.010929 || Task Loss: 0.3190 || KD Loss: 0.0612|| 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, 10:28:10 || Estimated Time: 1 day, 12:00:38
2023-07-25 21:14:42,552 semantic_segmentation INFO: Iters: 73370/150000 || Lr: 0.010927 || Task Loss: 0.3675 || KD Loss: 0.0866|| 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, 10:28:27 || Estimated Time: 1 day, 12:00:20
2023-07-25 21:14:58,718 semantic_segmentation INFO: Iters: 73380/150000 || Lr: 0.010926 || Task Loss: 0.4002 || KD Loss: 0.0650|| 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, 10:28:43 || Estimated Time: 1 day, 12:00:03
2023-07-25 21:15:14,919 semantic_segmentation INFO: Iters: 73390/150000 || Lr: 0.010925 || Task Loss: 0.3433 || KD Loss: 0.0758|| 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, 10:28:59 || Estimated Time: 1 day, 11:59:45
2023-07-25 21:15:31,089 semantic_segmentation INFO: Iters: 73400/150000 || Lr: 0.010923 || Task Loss: 0.7663 || KD Loss: 0.1484|| 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: 1 day, 10:29:15 || Estimated Time: 1 day, 11:59:27
2023-07-25 21:15:47,292 semantic_segmentation INFO: Iters: 73410/150000 || Lr: 0.010922 || Task Loss: 0.3830 || KD Loss: 0.0942|| 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, 10:29:31 || Estimated Time: 1 day, 11:59:10
2023-07-25 21:16:03,447 semantic_segmentation INFO: Iters: 73420/150000 || Lr: 0.010921 || Task Loss: 0.3997 || KD Loss: 0.0625|| 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, 10:29:47 || Estimated Time: 1 day, 11:58:52
2023-07-25 21:16:19,602 semantic_segmentation INFO: Iters: 73430/150000 || Lr: 0.010920 || Task Loss: 0.5344 || KD Loss: 0.1211|| 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, 10:30:04 || Estimated Time: 1 day, 11:58:34
2023-07-25 21:16:35,863 semantic_segmentation INFO: Iters: 73440/150000 || Lr: 0.010918 || Task Loss: 0.2146 || KD Loss: 0.0328|| 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, 10:30:20 || Estimated Time: 1 day, 11:58:17
2023-07-25 21:16:52,069 semantic_segmentation INFO: Iters: 73450/150000 || Lr: 0.010917 || Task Loss: 0.2319 || KD Loss: 0.0290|| 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, 10:30:36 || Estimated Time: 1 day, 11:57:59
2023-07-25 21:17:08,205 semantic_segmentation INFO: Iters: 73460/150000 || Lr: 0.010916 || Task Loss: 0.4214 || KD Loss: 0.0680|| 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, 10:30:52 || Estimated Time: 1 day, 11:57:41
2023-07-25 21:17:24,524 semantic_segmentation INFO: Iters: 73470/150000 || Lr: 0.010914 || Task Loss: 0.3456 || KD Loss: 0.0543|| 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, 10:31:09 || Estimated Time: 1 day, 11:57:24
2023-07-25 21:17:40,682 semantic_segmentation INFO: Iters: 73480/150000 || Lr: 0.010913 || Task Loss: 0.3734 || KD Loss: 0.0913|| 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, 10:31:25 || Estimated Time: 1 day, 11:57:06
2023-07-25 21:17:56,937 semantic_segmentation INFO: Iters: 73490/150000 || Lr: 0.010912 || Task Loss: 0.3448 || KD Loss: 0.0482|| 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, 10:31:41 || Estimated Time: 1 day, 11:56:48
2023-07-25 21:18:13,179 semantic_segmentation INFO: Iters: 73500/150000 || Lr: 0.010911 || Task Loss: 0.7790 || KD Loss: 0.2132|| 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: 1 day, 10:31:57 || Estimated Time: 1 day, 11:56:31
2023-07-25 21:18:29,399 semantic_segmentation INFO: Iters: 73510/150000 || Lr: 0.010909 || Task Loss: 0.3898 || KD Loss: 0.0628|| 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, 10:32:13 || Estimated Time: 1 day, 11:56:13
2023-07-25 21:18:45,574 semantic_segmentation INFO: Iters: 73520/150000 || Lr: 0.010908 || Task Loss: 0.4380 || KD Loss: 0.0659|| 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, 10:32:30 || Estimated Time: 1 day, 11:55:55
2023-07-25 21:19:01,805 semantic_segmentation INFO: Iters: 73530/150000 || Lr: 0.010907 || Task Loss: 0.4429 || KD Loss: 0.0805|| 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, 10:32:46 || Estimated Time: 1 day, 11:55:38
2023-07-25 21:19:18,041 semantic_segmentation INFO: Iters: 73540/150000 || Lr: 0.010905 || Task Loss: 0.4228 || KD Loss: 0.0907|| 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, 10:33:02 || Estimated Time: 1 day, 11:55:20
2023-07-25 21:19:34,277 semantic_segmentation INFO: Iters: 73550/150000 || Lr: 0.010904 || Task Loss: 0.4206 || KD Loss: 0.0612|| 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, 10:33:18 || Estimated Time: 1 day, 11:55:03
2023-07-25 21:19:50,491 semantic_segmentation INFO: Iters: 73560/150000 || Lr: 0.010903 || Task Loss: 0.5327 || KD Loss: 0.1738|| 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, 10:33:34 || Estimated Time: 1 day, 11:54:45
2023-07-25 21:20:06,677 semantic_segmentation INFO: Iters: 73570/150000 || Lr: 0.010902 || Task Loss: 0.3035 || KD Loss: 0.0586|| 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, 10:33:51 || Estimated Time: 1 day, 11:54:27
2023-07-25 21:20:22,933 semantic_segmentation INFO: Iters: 73580/150000 || Lr: 0.010900 || Task Loss: 0.1975 || KD Loss: 0.0422|| 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, 10:34:07 || Estimated Time: 1 day, 11:54:10
2023-07-25 21:20:39,136 semantic_segmentation INFO: Iters: 73590/150000 || Lr: 0.010899 || Task Loss: 0.3823 || KD Loss: 0.0627|| 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, 10:34:23 || Estimated Time: 1 day, 11:53:52
2023-07-25 21:20:55,731 semantic_segmentation INFO: Iters: 73600/150000 || Lr: 0.010898 || Task Loss: 0.4011 || KD Loss: 0.0930|| 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, 10:34:40 || Estimated Time: 1 day, 11:53:35
2023-07-25 21:20:55,984 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 21:20:56,455 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-25 21:20:56,482 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.134
2023-07-25 21:20:56,494 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.166
2023-07-25 21:20:56,508 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.167
2023-07-25 21:20:56,520 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.238
2023-07-25 21:20:56,532 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.913, mIoU: 0.247
2023-07-25 21:20:56,546 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.921, mIoU: 0.289
2023-07-25 21:20:56,560 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.929, mIoU: 0.294
2023-07-25 21:20:56,572 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.922, mIoU: 0.301
2023-07-25 21:20:56,590 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.346
2023-07-25 21:20:56,604 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.926, mIoU: 0.400
2023-07-25 21:20:56,623 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.931, mIoU: 0.420
2023-07-25 21:20:56,641 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.903, mIoU: 0.412
2023-07-25 21:20:56,659 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.904, mIoU: 0.396
2023-07-25 21:20:56,676 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.907, mIoU: 0.387
2023-07-25 21:20:56,689 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.909, mIoU: 0.383
2023-07-25 21:20:56,699 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.906, mIoU: 0.380
2023-07-25 21:20:56,712 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.380
2023-07-25 21:20:56,726 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.912, mIoU: 0.379
2023-07-25 21:20:56,741 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.913, mIoU: 0.422
2023-07-25 21:20:56,756 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.906, mIoU: 0.417
2023-07-25 21:20:56,771 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.906, mIoU: 0.426
2023-07-25 21:20:56,788 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.903, mIoU: 0.456
2023-07-25 21:20:56,810 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.476
2023-07-25 21:20:56,834 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.908, mIoU: 0.482
2023-07-25 21:20:56,858 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.908, mIoU: 0.483
2023-07-25 21:20:56,881 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-25 21:20:56,893 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.486
2023-07-25 21:20:56,908 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.475
2023-07-25 21:20:56,923 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.910, mIoU: 0.476
2023-07-25 21:20:56,937 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.489
2023-07-25 21:20:56,953 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.487
2023-07-25 21:20:56,968 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.494
2023-07-25 21:20:56,983 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.918, mIoU: 0.491
2023-07-25 21:20:57,002 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.900, mIoU: 0.491
2023-07-25 21:20:57,023 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.902, mIoU: 0.491
2023-07-25 21:20:57,040 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.904, mIoU: 0.491
2023-07-25 21:20:57,058 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.906, mIoU: 0.537
2023-07-25 21:20:57,077 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.908, mIoU: 0.546
2023-07-25 21:20:57,090 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.909, mIoU: 0.544
2023-07-25 21:20:57,103 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.910, mIoU: 0.571
2023-07-25 21:20:57,117 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.912, mIoU: 0.570
2023-07-25 21:20:57,130 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.910, mIoU: 0.567
2023-07-25 21:20:57,143 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-25 21:20:57,157 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.911, mIoU: 0.576
2023-07-25 21:20:57,170 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.912, mIoU: 0.578
2023-07-25 21:20:57,182 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.914, mIoU: 0.582
2023-07-25 21:20:57,197 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.915, mIoU: 0.583
2023-07-25 21:20:57,210 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.914, mIoU: 0.576
2023-07-25 21:20:57,232 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.913, mIoU: 0.575
2023-07-25 21:20:57,254 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-25 21:20:57,275 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.915, mIoU: 0.573
2023-07-25 21:20:57,290 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-25 21:20:57,304 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.571
2023-07-25 21:20:57,318 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-25 21:20:57,330 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.916, mIoU: 0.573
2023-07-25 21:20:57,344 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.568
2023-07-25 21:20:57,360 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.569
2023-07-25 21:20:57,372 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.574
2023-07-25 21:20:57,386 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.611
2023-07-25 21:20:57,402 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.915, mIoU: 0.619
2023-07-25 21:20:57,424 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.916, mIoU: 0.618
2023-07-25 21:20:57,442 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.917, mIoU: 0.617
2023-07-25 21:20:57,466 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.918, mIoU: 0.622
2023-07-25 21:20:57,481 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.618
2023-07-25 21:20:57,499 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.617
2023-07-25 21:20:57,513 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.618
2023-07-25 21:20:57,525 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 21:20:57,539 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:20:57,553 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.663
2023-07-25 21:20:57,568 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.920, mIoU: 0.683
2023-07-25 21:20:57,581 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.684
2023-07-25 21:20:57,595 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-25 21:20:57,616 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-25 21:20:57,638 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.683
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2023-07-25 21:21:04,013 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:21:04,036 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 21:21:04,123 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-25 21:21:04,193 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:21:04,207 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:21:04,227 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:21:04,245 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:21:04,262 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:21:04,285 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:21:04,307 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:21:04,319 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 21:21:04,332 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-25 21:21:04,388 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:21:04,397 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:21:04,413 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-25 21:21:04,472 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,493 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,510 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,529 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 21:21:04,541 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 21:21:04,556 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,570 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,585 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:04,599 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-25 21:21:04,624 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:21:04,644 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.927, mIoU: 0.685
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2023-07-25 21:21:04,688 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:21:04,708 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:21:04,727 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:21:04,742 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:21:04,756 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 21:21:04,767 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:21:04,781 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:21:04,795 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:21:04,809 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:21:04,824 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 21:21:04,842 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:21:04,855 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:21:04,876 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:21:04,899 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:21:04,919 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 21:21:04,955 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:21:04,970 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:21:04,983 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 21:21:04,994 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:05,020 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:05,053 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 21:21:05,071 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:05,106 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 21:21:05,128 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,147 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,162 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,176 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 21:21:05,189 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 21:21:05,202 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,216 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,230 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,245 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:05,257 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-25 21:21:05,275 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.927, mIoU: 0.689
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2023-07-25 21:21:05,336 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:05,354 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 21:21:05,426 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.926, mIoU: 0.691
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2023-07-25 21:21:05,619 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 21:21:05,634 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.926, mIoU: 0.689
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2023-07-25 21:21:05,660 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:05,692 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:05,732 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.926, mIoU: 0.688
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2023-07-25 21:21:05,851 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.926, mIoU: 0.688
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2023-07-25 21:21:06,063 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-25 21:21:06,078 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.926, mIoU: 0.688
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2023-07-25 21:21:06,106 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 21:21:06,141 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-25 21:21:06,271 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 21:21:07,167 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,184 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,195 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,217 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,235 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,249 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,264 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,278 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,292 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,307 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:07,321 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,333 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,351 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,371 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,389 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,411 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,430 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,446 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,459 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,472 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 21:21:07,485 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,497 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 21:21:07,510 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 21:21:07,523 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,538 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 21:21:07,548 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 21:21:07,565 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,585 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,601 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,621 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-25 21:21:07,643 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,661 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,676 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,690 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,704 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,716 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,731 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,745 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,761 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,784 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 21:21:07,806 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 21:21:07,829 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 21:21:07,847 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 21:21:07,863 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 21:21:07,876 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,890 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:07,906 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 21:21:07,918 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 21:21:07,931 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 21:21:07,945 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 21:21:07,958 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:07,976 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:07,993 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,013 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,031 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,053 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:08,069 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:08,084 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:08,098 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,111 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,126 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,138 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,153 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,167 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,179 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,196 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,215 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,235 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,257 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,278 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,290 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,303 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,317 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,330 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 21:21:08,344 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 21:21:08,360 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,373 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,388 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,404 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,427 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,449 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,469 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,486 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,501 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,516 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 21:21:08,528 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 21:21:08,542 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,556 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,569 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,582 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,595 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,610 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,631 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,651 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,671 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,687 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,706 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,718 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,731 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:08,746 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,760 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,773 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,788 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:08,803 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,823 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,841 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,858 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,876 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:08,898 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,911 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,923 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,935 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,949 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,961 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,973 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:08,986 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,001 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,015 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,034 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,046 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,062 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:09,081 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:09,103 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:09,119 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:09,134 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:09,145 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:09,157 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,168 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,183 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,198 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,211 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,225 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,236 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,251 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,270 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,290 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:09,310 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,325 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,337 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,352 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,365 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,380 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,392 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,407 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,421 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,434 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:09,453 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,472 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,494 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,518 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,533 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,546 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,560 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,573 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,587 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,601 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,614 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,626 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,638 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,652 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,672 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,695 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,716 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,730 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,744 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,760 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,775 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,788 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,804 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,818 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,831 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,846 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,862 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,881 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,900 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:09,916 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:09,940 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:09,954 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:09,968 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:09,980 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:09,994 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:21:10,008 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,022 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,036 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,048 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,062 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,077 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,091 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,112 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,128 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,151 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,163 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,177 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,190 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,205 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,218 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,232 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,246 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,259 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,274 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,292 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,307 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,329 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,342 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,363 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,376 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,390 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,405 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,420 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:21:10,433 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,447 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,462 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,476 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,491 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,511 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,528 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,551 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:21:10,574 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,589 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,601 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,615 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,629 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,644 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,656 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,670 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 21:21:10,684 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,696 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,714 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,732 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,751 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,772 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,788 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,802 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,816 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,830 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,844 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,859 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,873 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,886 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,898 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:10,917 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,929 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,950 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,972 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:10,994 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,009 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,024 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,038 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,051 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,066 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,081 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,093 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,107 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,123 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,144 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,166 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,188 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,209 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,224 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,233 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,248 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,262 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,275 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,289 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,303 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,318 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,338 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,359 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,378 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,398 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,418 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,433 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,448 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,462 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,474 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,488 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,501 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,514 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,530 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:11,544 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,565 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,587 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,597 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,612 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,627 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,639 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,650 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,663 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,677 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:11,691 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:11,702 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,714 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,732 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,746 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,768 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:11,786 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,804 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,825 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,840 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,855 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,866 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,879 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,894 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,908 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,923 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:11,940 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,953 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,967 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:11,982 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:11,999 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,014 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,035 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,047 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,062 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,077 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,091 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,105 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,119 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,133 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,146 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 21:21:12,165 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,182 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,204 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,226 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,248 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,260 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,273 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,288 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,300 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,315 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,328 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,343 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,361 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:21:12,386 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,408 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,429 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,450 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,465 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,479 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,493 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,505 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,517 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,531 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,545 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,559 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,574 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:21:12,594 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,613 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 21:21:12,634 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,655 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,667 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,682 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,691 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,704 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,718 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,729 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,743 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,758 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:12,772 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:12,790 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:12,811 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:12,831 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:12,850 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,869 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,885 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,897 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,912 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,926 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,939 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,953 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,965 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,980 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:12,998 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,019 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,040 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,067 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,084 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,096 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,110 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,123 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,135 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,150 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 21:21:13,164 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,178 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,190 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 21:21:13,206 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,230 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:13,253 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:13,274 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:13,294 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:13,307 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,322 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 21:21:13,336 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,351 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,366 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,381 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,395 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,418 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,439 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:21:13,460 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 21:21:13,478 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:13,497 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:13,511 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:13,523 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:13,537 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:21:13,551 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 21:21:13,591 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 21:21:13,608 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 21:21:13,688 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 21:21:13,746 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 21:21:13,822 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 21:21:13,850 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 21:21:13,925 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-25 21:21:13,994 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:21:14,009 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-25 21:21:14,173 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-25 21:21:14,361 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 21:21:14,417 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 21:21:14,767 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-25 21:21:14,835 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 21:21:14,846 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 21:21:14,861 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 21:21:14,983 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 21:21:15,123 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 21:21:16,056 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,070 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,084 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,098 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,114 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,128 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,143 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,157 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:16,171 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,185 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,200 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,214 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,228 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,242 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,257 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,271 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,286 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,300 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,312 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,324 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,338 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,352 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,364 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,378 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,392 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,406 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,419 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,433 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,447 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,460 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,472 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,485 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,497 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,510 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,522 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,536 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,551 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,563 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-25 21:21:16,576 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,590 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,637 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,650 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,663 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,678 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,693 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,707 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,719 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,733 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:16,747 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,758 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,772 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,786 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,800 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,812 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:16,826 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 21:21:16,853 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,867 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,878 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,892 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,906 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,920 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,934 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,945 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:16,959 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:16,973 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:16,987 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:17,001 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:17,015 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 21:21:17,029 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-25 21:21:17,054 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 21:21:17,067 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-25 21:21:17,344 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-25 21:21:17,412 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 21:21:17,424 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-25 21:21:17,449 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 21:21:17,463 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:17,476 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:17,489 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-25 21:21:17,556 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 21:21:17,616 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-25 21:21:17,748 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 21:21:17,777 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 21:21:17,789 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 21:21:17,803 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.927, mIoU: 0.689
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2023-07-25 21:21:17,889 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 21:21:17,987 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 21:21:18,017 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 21:21:18,032 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 21:21:18,159 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,171 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-25 21:21:18,706 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,718 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,732 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,747 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,762 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,778 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,791 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,805 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 21:21:18,819 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 21:21:18,836 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-25 21:21:35,065 semantic_segmentation INFO: Iters: 73610/150000 || Lr: 0.010896 || Task Loss: 0.3506 || KD Loss: 0.0473|| 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, 10:35:19 || Estimated Time: 1 day, 11:53:41
2023-07-25 21:21:51,193 semantic_segmentation INFO: Iters: 73620/150000 || Lr: 0.010895 || Task Loss: 0.3971 || KD Loss: 0.0605|| 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, 10:35:35 || Estimated Time: 1 day, 11:53:23
2023-07-25 21:22:07,405 semantic_segmentation INFO: Iters: 73630/150000 || Lr: 0.010894 || Task Loss: 0.4182 || KD Loss: 0.0823|| 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, 10:35:51 || Estimated Time: 1 day, 11:53:06
2023-07-25 21:22:23,647 semantic_segmentation INFO: Iters: 73640/150000 || Lr: 0.010893 || Task Loss: 0.4206 || KD Loss: 0.1469|| 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, 10:36:08 || Estimated Time: 1 day, 11:52:48
2023-07-25 21:22:39,944 semantic_segmentation INFO: Iters: 73650/150000 || Lr: 0.010891 || Task Loss: 0.4213 || KD Loss: 0.0631|| 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, 10:36:24 || Estimated Time: 1 day, 11:52:31
2023-07-25 21:22:56,160 semantic_segmentation INFO: Iters: 73660/150000 || Lr: 0.010890 || Task Loss: 0.2583 || KD Loss: 0.0444|| 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, 10:36:40 || Estimated Time: 1 day, 11:52:13
2023-07-25 21:23:12,471 semantic_segmentation INFO: Iters: 73670/150000 || Lr: 0.010889 || Task Loss: 0.2969 || KD Loss: 0.0582|| 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, 10:36:56 || Estimated Time: 1 day, 11:51:55
2023-07-25 21:23:28,675 semantic_segmentation INFO: Iters: 73680/150000 || Lr: 0.010887 || Task Loss: 0.3806 || KD Loss: 0.1230|| 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, 10:37:13 || Estimated Time: 1 day, 11:51:38
2023-07-25 21:23:44,918 semantic_segmentation INFO: Iters: 73690/150000 || Lr: 0.010886 || Task Loss: 0.3758 || KD Loss: 0.0475|| 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, 10:37:29 || Estimated Time: 1 day, 11:51:20
2023-07-25 21:24:01,260 semantic_segmentation INFO: Iters: 73700/150000 || Lr: 0.010885 || Task Loss: 0.2774 || KD Loss: 0.0523|| 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, 10:37:45 || Estimated Time: 1 day, 11:51:03
2023-07-25 21:24:17,441 semantic_segmentation INFO: Iters: 73710/150000 || Lr: 0.010884 || Task Loss: 0.2943 || KD Loss: 0.0484|| 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, 10:38:01 || Estimated Time: 1 day, 11:50:45
2023-07-25 21:24:33,595 semantic_segmentation INFO: Iters: 73720/150000 || Lr: 0.010882 || Task Loss: 0.4009 || KD Loss: 0.0781|| 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, 10:38:18 || Estimated Time: 1 day, 11:50:27
2023-07-25 21:24:49,754 semantic_segmentation INFO: Iters: 73730/150000 || Lr: 0.010881 || Task Loss: 0.3362 || KD Loss: 0.0343|| 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, 10:38:34 || Estimated Time: 1 day, 11:50:10
2023-07-25 21:25:05,973 semantic_segmentation INFO: Iters: 73740/150000 || Lr: 0.010880 || Task Loss: 0.4544 || KD Loss: 0.1114|| 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, 10:38:50 || Estimated Time: 1 day, 11:49:52
2023-07-25 21:25:22,176 semantic_segmentation INFO: Iters: 73750/150000 || Lr: 0.010878 || Task Loss: 0.3490 || KD Loss: 0.0800|| 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, 10:39:06 || Estimated Time: 1 day, 11:49:34
2023-07-25 21:25:38,468 semantic_segmentation INFO: Iters: 73760/150000 || Lr: 0.010877 || Task Loss: 0.4339 || KD Loss: 0.0871|| 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: 1 day, 10:39:22 || Estimated Time: 1 day, 11:49:17
2023-07-25 21:25:54,641 semantic_segmentation INFO: Iters: 73770/150000 || Lr: 0.010876 || Task Loss: 0.4292 || KD Loss: 0.0717|| 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, 10:39:39 || Estimated Time: 1 day, 11:48:59
2023-07-25 21:26:10,910 semantic_segmentation INFO: Iters: 73780/150000 || Lr: 0.010875 || Task Loss: 0.4574 || KD Loss: 0.0818|| 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, 10:39:55 || Estimated Time: 1 day, 11:48:41
2023-07-25 21:26:27,208 semantic_segmentation INFO: Iters: 73790/150000 || Lr: 0.010873 || Task Loss: 0.4347 || KD Loss: 0.0860|| 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, 10:40:11 || Estimated Time: 1 day, 11:48:24
2023-07-25 21:26:43,454 semantic_segmentation INFO: Iters: 73800/150000 || Lr: 0.010872 || Task Loss: 0.3985 || KD Loss: 0.0919|| 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, 10:40:27 || Estimated Time: 1 day, 11:48:06
2023-07-25 21:26:59,713 semantic_segmentation INFO: Iters: 73810/150000 || Lr: 0.010871 || Task Loss: 0.3417 || KD Loss: 0.0392|| 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, 10:40:44 || Estimated Time: 1 day, 11:47:49
2023-07-25 21:27:15,983 semantic_segmentation INFO: Iters: 73820/150000 || Lr: 0.010870 || Task Loss: 0.4095 || KD Loss: 0.1197|| 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, 10:41:00 || Estimated Time: 1 day, 11:47:31
2023-07-25 21:27:32,232 semantic_segmentation INFO: Iters: 73830/150000 || Lr: 0.010868 || Task Loss: 0.3234 || KD Loss: 0.0446|| 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, 10:41:16 || Estimated Time: 1 day, 11:47:14
2023-07-25 21:27:48,544 semantic_segmentation INFO: Iters: 73840/150000 || Lr: 0.010867 || Task Loss: 0.3257 || KD Loss: 0.0743|| 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, 10:41:33 || Estimated Time: 1 day, 11:46:56
2023-07-25 21:28:04,776 semantic_segmentation INFO: Iters: 73850/150000 || Lr: 0.010866 || Task Loss: 0.4017 || KD Loss: 0.0827|| 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, 10:41:49 || Estimated Time: 1 day, 11:46:38
2023-07-25 21:28:20,918 semantic_segmentation INFO: Iters: 73860/150000 || Lr: 0.010864 || Task Loss: 0.3481 || KD Loss: 0.0790|| 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, 10:42:05 || Estimated Time: 1 day, 11:46:21
2023-07-25 21:28:37,113 semantic_segmentation INFO: Iters: 73870/150000 || Lr: 0.010863 || Task Loss: 0.5310 || KD Loss: 0.1060|| 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, 10:42:21 || Estimated Time: 1 day, 11:46:03
2023-07-25 21:28:53,403 semantic_segmentation INFO: Iters: 73880/150000 || Lr: 0.010862 || Task Loss: 0.3519 || KD Loss: 0.0657|| 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, 10:42:37 || Estimated Time: 1 day, 11:45:46
2023-07-25 21:29:09,673 semantic_segmentation INFO: Iters: 73890/150000 || Lr: 0.010861 || Task Loss: 0.4782 || KD Loss: 0.1105|| 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, 10:42:54 || Estimated Time: 1 day, 11:45:28
2023-07-25 21:29:25,901 semantic_segmentation INFO: Iters: 73900/150000 || Lr: 0.010859 || Task Loss: 0.3192 || KD Loss: 0.0539|| 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, 10:43:10 || Estimated Time: 1 day, 11:45:10
2023-07-25 21:29:42,173 semantic_segmentation INFO: Iters: 73910/150000 || Lr: 0.010858 || Task Loss: 0.3444 || KD Loss: 0.0554|| 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, 10:43:26 || Estimated Time: 1 day, 11:44:53
2023-07-25 21:29:58,385 semantic_segmentation INFO: Iters: 73920/150000 || Lr: 0.010857 || Task Loss: 0.2752 || KD Loss: 0.0427|| 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, 10:43:42 || Estimated Time: 1 day, 11:44:35
2023-07-25 21:30:14,614 semantic_segmentation INFO: Iters: 73930/150000 || Lr: 0.010855 || Task Loss: 0.5657 || KD Loss: 0.1114|| 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, 10:43:59 || Estimated Time: 1 day, 11:44:17
2023-07-25 21:30:30,758 semantic_segmentation INFO: Iters: 73940/150000 || Lr: 0.010854 || Task Loss: 0.3777 || KD Loss: 0.0528|| 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: 1 day, 10:44:15 || Estimated Time: 1 day, 11:44:00
2023-07-25 21:30:46,956 semantic_segmentation INFO: Iters: 73950/150000 || Lr: 0.010853 || Task Loss: 0.4450 || KD Loss: 0.1037|| 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, 10:44:31 || Estimated Time: 1 day, 11:43:42
2023-07-25 21:31:03,136 semantic_segmentation INFO: Iters: 73960/150000 || Lr: 0.010852 || Task Loss: 0.3284 || KD Loss: 0.0615|| 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, 10:44:47 || Estimated Time: 1 day, 11:43:24
2023-07-25 21:31:19,282 semantic_segmentation INFO: Iters: 73970/150000 || Lr: 0.010850 || Task Loss: 0.3669 || KD Loss: 0.0424|| 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, 10:45:03 || Estimated Time: 1 day, 11:43:07
2023-07-25 21:31:35,456 semantic_segmentation INFO: Iters: 73980/150000 || Lr: 0.010849 || Task Loss: 0.3814 || KD Loss: 0.0549|| 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, 10:45:19 || Estimated Time: 1 day, 11:42:49
2023-07-25 21:31:51,648 semantic_segmentation INFO: Iters: 73990/150000 || Lr: 0.010848 || Task Loss: 0.3429 || KD Loss: 0.0692|| 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, 10:45:36 || Estimated Time: 1 day, 11:42:31
2023-07-25 21:32:07,859 semantic_segmentation INFO: Iters: 74000/150000 || Lr: 0.010846 || Task Loss: 0.4547 || KD Loss: 0.1462|| 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, 10:45:52 || Estimated Time: 1 day, 11:42:14
2023-07-25 21:32:24,076 semantic_segmentation INFO: Iters: 74010/150000 || Lr: 0.010845 || Task Loss: 0.4336 || KD Loss: 0.0673|| 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, 10:46:08 || Estimated Time: 1 day, 11:41:56
2023-07-25 21:32:40,252 semantic_segmentation INFO: Iters: 74020/150000 || Lr: 0.010844 || Task Loss: 0.4226 || KD Loss: 0.0756|| 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, 10:46:24 || Estimated Time: 1 day, 11:41:39
2023-07-25 21:32:56,430 semantic_segmentation INFO: Iters: 74030/150000 || Lr: 0.010843 || Task Loss: 0.4147 || KD Loss: 0.0804|| 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: 1 day, 10:46:40 || Estimated Time: 1 day, 11:41:21
2023-07-25 21:33:12,607 semantic_segmentation INFO: Iters: 74040/150000 || Lr: 0.010841 || Task Loss: 0.3725 || KD Loss: 0.0523|| 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, 10:46:57 || Estimated Time: 1 day, 11:41:03
2023-07-25 21:33:28,782 semantic_segmentation INFO: Iters: 74050/150000 || Lr: 0.010840 || Task Loss: 0.4077 || KD Loss: 0.0640|| 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, 10:47:13 || Estimated Time: 1 day, 11:40:46
2023-07-25 21:33:45,056 semantic_segmentation INFO: Iters: 74060/150000 || Lr: 0.010839 || Task Loss: 0.3286 || KD Loss: 0.0511|| 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, 10:47:29 || Estimated Time: 1 day, 11:40:28
2023-07-25 21:34:01,229 semantic_segmentation INFO: Iters: 74070/150000 || Lr: 0.010837 || Task Loss: 0.2692 || KD Loss: 0.0581|| 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, 10:47:45 || Estimated Time: 1 day, 11:40:10
2023-07-25 21:34:17,427 semantic_segmentation INFO: Iters: 74080/150000 || Lr: 0.010836 || Task Loss: 0.3749 || KD Loss: 0.0658|| 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, 10:48:01 || Estimated Time: 1 day, 11:39:53
2023-07-25 21:34:33,598 semantic_segmentation INFO: Iters: 74090/150000 || Lr: 0.010835 || Task Loss: 0.4356 || KD Loss: 0.0680|| 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, 10:48:18 || Estimated Time: 1 day, 11:39:35
2023-07-25 21:34:49,837 semantic_segmentation INFO: Iters: 74100/150000 || Lr: 0.010834 || Task Loss: 0.4882 || 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, 10:48:34 || Estimated Time: 1 day, 11:39:17
2023-07-25 21:35:06,015 semantic_segmentation INFO: Iters: 74110/150000 || Lr: 0.010832 || Task Loss: 0.5071 || KD Loss: 0.0571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:50 || Estimated Time: 1 day, 11:39:00
2023-07-25 21:35:22,237 semantic_segmentation INFO: Iters: 74120/150000 || Lr: 0.010831 || Task Loss: 0.3946 || KD Loss: 0.0587|| 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, 10:49:06 || Estimated Time: 1 day, 11:38:42
2023-07-25 21:35:38,548 semantic_segmentation INFO: Iters: 74130/150000 || Lr: 0.010830 || Task Loss: 0.4917 || KD Loss: 0.0665|| 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, 10:49:23 || Estimated Time: 1 day, 11:38:25
2023-07-25 21:35:54,773 semantic_segmentation INFO: Iters: 74140/150000 || Lr: 0.010828 || Task Loss: 0.3478 || KD Loss: 0.0501|| 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, 10:49:39 || Estimated Time: 1 day, 11:38:07
2023-07-25 21:36:10,965 semantic_segmentation INFO: Iters: 74150/150000 || Lr: 0.010827 || Task Loss: 0.2502 || KD Loss: 0.0433|| 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, 10:49:55 || Estimated Time: 1 day, 11:37:49
2023-07-25 21:36:27,147 semantic_segmentation INFO: Iters: 74160/150000 || Lr: 0.010826 || Task Loss: 0.4876 || KD Loss: 0.0769|| 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, 10:50:11 || Estimated Time: 1 day, 11:37:32
2023-07-25 21:36:43,353 semantic_segmentation INFO: Iters: 74170/150000 || Lr: 0.010825 || Task Loss: 0.4663 || KD Loss: 0.1004|| 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, 10:50:27 || Estimated Time: 1 day, 11:37:14
2023-07-25 21:36:59,605 semantic_segmentation INFO: Iters: 74180/150000 || Lr: 0.010823 || Task Loss: 1.0844 || KD Loss: 0.5386|| 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, 10:50:44 || Estimated Time: 1 day, 11:36:56
2023-07-25 21:37:15,889 semantic_segmentation INFO: Iters: 74190/150000 || Lr: 0.010822 || Task Loss: 0.3953 || KD Loss: 0.0604|| 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, 10:51:00 || Estimated Time: 1 day, 11:36:39
2023-07-25 21:37:32,125 semantic_segmentation INFO: Iters: 74200/150000 || Lr: 0.010821 || Task Loss: 0.3476 || KD Loss: 0.0629|| 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, 10:51:16 || Estimated Time: 1 day, 11:36:21
2023-07-25 21:37:48,431 semantic_segmentation INFO: Iters: 74210/150000 || Lr: 0.010819 || Task Loss: 0.3318 || KD Loss: 0.0601|| 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, 10:51:32 || Estimated Time: 1 day, 11:36:04
2023-07-25 21:38:04,634 semantic_segmentation INFO: Iters: 74220/150000 || Lr: 0.010818 || Task Loss: 0.4285 || KD Loss: 0.0890|| 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, 10:51:49 || Estimated Time: 1 day, 11:35:46
2023-07-25 21:38:20,904 semantic_segmentation INFO: Iters: 74230/150000 || Lr: 0.010817 || Task Loss: 1.0972 || KD Loss: 0.4946|| 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, 10:52:05 || Estimated Time: 1 day, 11:35:29
2023-07-25 21:38:37,109 semantic_segmentation INFO: Iters: 74240/150000 || Lr: 0.010816 || Task Loss: 0.4462 || KD Loss: 0.0895|| 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, 10:52:21 || Estimated Time: 1 day, 11:35:11
2023-07-25 21:38:53,357 semantic_segmentation INFO: Iters: 74250/150000 || Lr: 0.010814 || Task Loss: 0.6065 || KD Loss: 0.1724|| 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, 10:52:37 || Estimated Time: 1 day, 11:34:53
2023-07-25 21:39:09,542 semantic_segmentation INFO: Iters: 74260/150000 || Lr: 0.010813 || Task Loss: 0.3898 || KD Loss: 0.0631|| 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, 10:52:54 || Estimated Time: 1 day, 11:34:36
2023-07-25 21:39:25,788 semantic_segmentation INFO: Iters: 74270/150000 || Lr: 0.010812 || Task Loss: 0.4255 || KD Loss: 0.0674|| 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, 10:53:10 || Estimated Time: 1 day, 11:34:18
2023-07-25 21:39:42,002 semantic_segmentation INFO: Iters: 74280/150000 || Lr: 0.010810 || Task Loss: 0.2838 || KD Loss: 0.0599|| 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, 10:53:26 || Estimated Time: 1 day, 11:34:00
2023-07-25 21:39:58,170 semantic_segmentation INFO: Iters: 74290/150000 || Lr: 0.010809 || Task Loss: 0.5611 || KD Loss: 0.0902|| 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, 10:53:42 || Estimated Time: 1 day, 11:33:43
2023-07-25 21:40:14,424 semantic_segmentation INFO: Iters: 74300/150000 || Lr: 0.010808 || Task Loss: 0.5830 || KD Loss: 0.1177|| 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, 10:53:58 || Estimated Time: 1 day, 11:33:25
2023-07-25 21:40:30,599 semantic_segmentation INFO: Iters: 74310/150000 || Lr: 0.010807 || Task Loss: 0.3774 || KD Loss: 0.0503|| 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, 10:54:15 || Estimated Time: 1 day, 11:33:08
2023-07-25 21:40:46,771 semantic_segmentation INFO: Iters: 74320/150000 || Lr: 0.010805 || Task Loss: 0.4231 || KD Loss: 0.0582|| 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, 10:54:31 || Estimated Time: 1 day, 11:32:50
2023-07-25 21:41:02,916 semantic_segmentation INFO: Iters: 74330/150000 || Lr: 0.010804 || Task Loss: 0.4730 || KD Loss: 0.1068|| 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, 10:54:47 || Estimated Time: 1 day, 11:32:32
2023-07-25 21:41:19,006 semantic_segmentation INFO: Iters: 74340/150000 || Lr: 0.010803 || Task Loss: 0.4556 || KD Loss: 0.1432|| 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, 10:55:03 || Estimated Time: 1 day, 11:32:15
2023-07-25 21:41:35,147 semantic_segmentation INFO: Iters: 74350/150000 || Lr: 0.010801 || Task Loss: 0.5266 || KD Loss: 0.1048|| 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, 10:55:19 || Estimated Time: 1 day, 11:31:57
2023-07-25 21:41:51,300 semantic_segmentation INFO: Iters: 74360/150000 || Lr: 0.010800 || Task Loss: 0.3775 || KD Loss: 0.0869|| 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, 10:55:35 || Estimated Time: 1 day, 11:31:39
2023-07-25 21:42:07,461 semantic_segmentation INFO: Iters: 74370/150000 || Lr: 0.010799 || Task Loss: 0.4277 || KD Loss: 0.1234|| 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, 10:55:51 || Estimated Time: 1 day, 11:31:21
2023-07-25 21:42:23,624 semantic_segmentation INFO: Iters: 74380/150000 || Lr: 0.010798 || Task Loss: 0.3975 || KD Loss: 0.0572|| 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, 10:56:08 || Estimated Time: 1 day, 11:31:04
2023-07-25 21:42:40,185 semantic_segmentation INFO: Iters: 74390/150000 || Lr: 0.010796 || Task Loss: 0.2897 || KD Loss: 0.0410|| 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, 10:56:24 || Estimated Time: 1 day, 11:30:47
2023-07-25 21:42:56,324 semantic_segmentation INFO: Iters: 74400/150000 || Lr: 0.010795 || Task Loss: 0.5023 || KD Loss: 0.0903|| 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, 10:56:40 || Estimated Time: 1 day, 11:30:29
2023-07-25 21:42:56,440 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 21:42:56,887 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.090
2023-07-25 21:42:56,915 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.134
2023-07-25 21:42:57,025 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.167
2023-07-25 21:42:57,038 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.167
2023-07-25 21:42:57,051 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.240
2023-07-25 21:42:57,063 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.948, mIoU: 0.274
2023-07-25 21:42:57,076 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.319
2023-07-25 21:42:57,090 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.324
2023-07-25 21:42:57,102 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.365
2023-07-25 21:42:57,116 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.406
2023-07-25 21:42:57,129 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.476
2023-07-25 21:42:57,143 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.521
2023-07-25 21:42:57,156 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.521
2023-07-25 21:42:57,169 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.505
2023-07-25 21:42:57,183 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.504
2023-07-25 21:42:57,196 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.499
2023-07-25 21:42:57,206 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.498
2023-07-25 21:42:57,219 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.498
2023-07-25 21:42:57,233 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.495
2023-07-25 21:42:57,248 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.539
2023-07-25 21:42:57,262 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.541
2023-07-25 21:42:57,276 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.554
2023-07-25 21:42:57,290 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.583
2023-07-25 21:42:57,306 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.584
2023-07-25 21:42:57,321 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-25 21:42:57,334 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.576
2023-07-25 21:42:57,348 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-25 21:42:57,359 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.577
2023-07-25 21:42:57,373 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.566
2023-07-25 21:42:57,389 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.567
2023-07-25 21:42:57,402 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.569
2023-07-25 21:42:57,417 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.563
2023-07-25 21:42:57,431 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.566
2023-07-25 21:42:57,445 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.560
2023-07-25 21:42:57,460 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.579
2023-07-25 21:42:57,474 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.578
2023-07-25 21:42:57,486 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.577
2023-07-25 21:42:57,498 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.621
2023-07-25 21:42:57,514 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.621
2023-07-25 21:42:57,526 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.620
2023-07-25 21:42:57,539 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-25 21:42:57,554 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.647
2023-07-25 21:42:57,568 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.643
2023-07-25 21:42:57,580 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.643
2023-07-25 21:42:57,595 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-25 21:42:57,609 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-25 21:42:57,622 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-25 21:42:57,634 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-25 21:42:57,647 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-25 21:42:57,663 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.657
2023-07-25 21:42:57,678 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-25 21:42:57,692 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-25 21:42:57,705 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-25 21:42:57,720 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-25 21:42:57,734 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-25 21:42:57,747 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.653
2023-07-25 21:42:57,761 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-25 21:42:57,778 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-25 21:42:57,790 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.649
2023-07-25 21:42:57,805 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-25 21:42:57,818 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-25 21:42:57,832 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-25 21:42:57,845 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-25 21:42:57,863 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-25 21:42:57,877 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-25 21:42:57,893 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-25 21:42:57,909 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-25 21:42:57,923 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-25 21:42:57,937 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-25 21:42:57,952 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-25 21:42:57,968 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.750
2023-07-25 21:42:57,981 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.750
2023-07-25 21:42:57,995 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.752
2023-07-25 21:42:58,009 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.751
2023-07-25 21:42:58,022 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-25 21:42:58,036 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-25 21:42:58,050 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.751
2023-07-25 21:42:58,058 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.749
2023-07-25 21:42:58,073 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.753
2023-07-25 21:42:58,088 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.753
2023-07-25 21:42:58,100 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.754
2023-07-25 21:42:58,114 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.754
2023-07-25 21:42:58,127 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.746
2023-07-25 21:42:58,141 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.728
2023-07-25 21:42:58,156 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.728
2023-07-25 21:42:58,169 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.730
2023-07-25 21:42:58,183 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.726
2023-07-25 21:42:58,197 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.729
2023-07-25 21:42:58,211 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.717
2023-07-25 21:42:58,223 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.717
2023-07-25 21:42:58,237 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-25 21:42:58,252 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-25 21:42:58,266 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-25 21:42:58,280 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.720
2023-07-25 21:42:58,294 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.718
2023-07-25 21:42:58,307 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-25 21:42:58,320 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-25 21:42:58,332 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-25 21:42:58,346 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-25 21:42:58,358 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-25 21:42:58,372 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-25 21:42:58,386 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 21:42:58,399 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-25 21:42:58,413 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-25 21:42:58,428 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-25 21:42:58,440 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-25 21:42:58,455 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-25 21:42:58,469 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-25 21:42:58,482 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-25 21:42:58,495 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-25 21:42:58,507 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-25 21:42:58,520 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-25 21:42:58,534 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-25 21:42:58,549 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-25 21:42:58,564 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-25 21:42:58,576 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-25 21:42:58,589 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-25 21:42:58,603 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-25 21:42:58,615 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-25 21:42:58,629 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-25 21:42:58,643 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 21:42:58,655 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 21:42:58,667 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 21:42:58,682 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 21:42:58,696 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-25 21:42:58,704 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 21:42:58,714 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-25 21:42:58,729 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-25 21:42:58,737 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-25 21:42:58,749 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:42:58,763 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 21:42:58,777 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 21:42:58,789 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 21:42:58,804 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 21:42:58,816 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 21:42:58,828 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 21:42:58,842 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:42:58,855 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 21:42:58,870 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 21:42:58,883 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:42:58,898 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:42:58,913 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:42:58,927 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:42:58,942 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:42:58,956 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:42:58,970 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:42:58,984 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 21:42:58,997 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:42:59,007 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 21:42:59,022 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 21:42:59,036 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 21:42:59,049 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:42:59,063 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:42:59,076 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 21:42:59,089 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 21:42:59,103 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 21:42:59,117 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 21:42:59,161 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:42:59,176 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:42:59,190 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 21:42:59,202 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:42:59,216 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 21:42:59,229 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 21:42:59,241 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:42:59,252 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-25 21:42:59,308 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-25 21:42:59,390 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 21:42:59,631 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.927, mIoU: 0.677
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2023-07-25 21:42:59,711 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.925, mIoU: 0.668
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2023-07-25 21:42:59,739 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 21:42:59,795 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.923, mIoU: 0.669
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2023-07-25 21:42:59,822 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.924, mIoU: 0.670
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2023-07-25 21:43:02,554 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.921, mIoU: 0.652
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2023-07-25 21:43:02,673 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.920, mIoU: 0.651
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2023-07-25 21:43:02,716 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.921, mIoU: 0.653
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2023-07-25 21:43:02,786 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.919, mIoU: 0.650
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2023-07-25 21:43:02,814 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-25 21:43:02,868 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.919, mIoU: 0.655
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2023-07-25 21:43:03,000 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-25 21:43:03,014 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,029 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.920, mIoU: 0.656
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2023-07-25 21:43:03,114 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,126 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.921, mIoU: 0.657
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2023-07-25 21:43:03,184 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.920, mIoU: 0.657
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2023-07-25 21:43:03,211 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,223 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,233 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,246 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 21:43:03,259 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 21:43:03,273 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.921, mIoU: 0.656
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2023-07-25 21:43:03,316 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 21:43:03,331 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.920, mIoU: 0.656
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2023-07-25 21:43:03,374 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 21:43:03,389 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 21:43:03,402 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 21:43:03,416 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 21:43:03,432 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.921, mIoU: 0.658
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2023-07-25 21:43:03,474 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 21:43:03,487 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 21:43:03,501 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 21:43:03,529 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 21:43:03,543 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 21:43:03,554 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 21:43:03,568 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 21:43:03,582 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 21:43:03,596 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 21:43:03,624 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:43:03,634 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-25 21:43:03,661 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 21:43:03,742 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 21:43:03,756 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 21:43:03,794 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-25 21:43:03,821 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 21:43:03,835 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 21:43:03,848 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 21:43:03,863 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 21:43:03,876 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 21:43:03,892 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 21:43:03,907 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 21:43:03,922 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 21:43:03,937 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 21:43:03,951 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 21:43:03,964 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 21:43:03,978 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 21:43:03,993 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 21:43:04,006 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 21:43:04,019 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 21:43:04,035 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 21:43:04,049 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 21:43:04,063 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-25 21:43:04,089 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 21:43:04,103 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 21:43:04,117 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 21:43:04,132 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:43:04,146 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:43:04,159 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:43:04,174 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 21:43:04,188 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 21:43:04,201 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 21:43:04,216 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 21:43:04,227 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 21:43:04,241 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 21:43:04,254 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-25 21:43:04,265 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 21:43:04,277 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 21:43:04,292 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,306 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,320 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,334 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,342 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,356 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 21:43:04,370 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 21:43:04,385 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 21:43:04,399 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 21:43:04,413 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 21:43:04,425 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 21:43:04,438 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 21:43:04,451 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,465 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,479 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,491 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,503 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,517 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,530 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,544 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 21:43:04,556 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 21:43:04,570 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 21:43:04,585 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 21:43:04,599 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 21:43:04,612 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 21:43:04,626 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 21:43:04,640 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 21:43:04,653 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 21:43:04,668 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 21:43:04,683 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-25 21:43:05,261 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 21:43:05,274 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 21:43:05,287 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:43:05,300 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:43:05,314 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:43:05,327 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 21:43:05,341 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:43:05,355 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:43:05,368 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:43:05,382 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:43:05,396 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:43:05,408 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 21:43:05,421 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:05,435 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,449 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,460 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,474 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,487 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,501 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,514 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,528 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:05,542 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,556 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,571 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:05,584 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:05,598 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:43:05,612 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 21:43:05,626 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:43:05,643 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-25 21:43:05,658 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:43:05,672 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:43:05,682 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:43:05,695 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:43:05,709 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:43:05,721 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:05,735 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:05,748 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:05,761 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,775 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,791 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,806 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,822 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,835 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:05,848 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,861 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,875 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,890 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,906 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,920 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,935 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:05,949 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:05,961 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,976 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:05,990 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 21:43:06,003 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:06,015 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:06,028 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:06,042 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:43:06,056 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:43:06,068 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 21:43:06,081 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,096 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:06,110 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:43:06,121 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:43:06,133 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:43:06,142 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 21:43:06,155 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 21:43:06,170 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:06,184 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,199 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:06,213 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:06,227 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:06,242 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:06,256 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,268 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,283 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,296 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,310 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,324 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,337 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 21:43:06,349 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:06,362 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 21:43:06,376 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 21:43:06,389 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,403 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 21:43:06,416 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 21:43:06,430 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,445 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,457 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,472 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,484 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,495 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,510 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,524 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,539 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,553 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 21:43:06,567 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,582 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,594 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,609 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,623 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 21:43:06,639 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:06,653 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:06,667 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:06,682 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:06,694 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:06,707 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:06,719 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 21:43:06,733 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 21:43:06,748 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,760 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,772 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,787 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:06,802 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,817 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,832 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,847 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,859 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:06,874 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:06,887 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:06,901 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:06,916 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:06,930 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:06,946 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:06,959 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:06,974 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:06,990 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,002 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,015 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,029 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,044 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,058 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,072 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,083 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,095 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,109 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,121 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,135 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:07,150 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,163 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,177 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,189 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,204 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,218 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,231 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,243 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,258 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,272 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,285 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,299 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,313 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,327 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,339 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,354 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,368 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,384 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,398 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,411 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,424 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,439 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,451 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,464 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,478 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,493 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,505 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,520 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,535 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,549 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,564 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,577 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,588 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,602 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:07,615 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:07,627 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:07,640 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,655 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,668 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,681 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,694 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,710 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,724 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,739 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:07,752 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,765 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,779 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,793 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,808 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,821 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 21:43:07,833 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:07,845 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,856 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,871 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,885 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,899 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,913 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,923 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,935 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:07,949 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,962 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,975 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:07,989 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:08,002 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:08,017 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:08,029 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:08,043 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:08,055 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,069 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:08,083 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:08,096 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:08,110 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,125 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,139 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,153 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,167 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,181 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,195 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,208 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,222 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,237 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,250 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,263 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,275 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,291 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,304 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,320 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,335 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,346 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,360 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,376 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,391 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,404 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,419 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,433 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,445 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,459 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,473 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,486 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,499 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,509 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,525 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,539 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,553 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,566 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:08,580 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,594 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,608 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,622 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:08,634 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:08,649 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:08,662 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:08,677 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,690 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:08,702 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,717 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,730 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,750 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,764 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,778 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,791 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,805 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,819 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:08,833 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,849 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,863 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,878 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,894 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,903 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,917 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,930 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,945 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,959 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,974 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:08,987 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:09,003 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:09,019 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:09,032 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:09,047 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,061 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,073 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,088 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,102 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,116 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,128 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,142 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,155 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,170 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,182 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,196 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,209 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,222 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,235 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,250 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,262 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,276 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,288 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,302 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,316 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,331 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,345 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,360 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,374 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,387 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:09,400 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 21:43:09,415 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,427 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,440 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,454 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,468 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,482 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,497 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,509 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,521 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,536 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,550 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,562 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,576 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,588 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,603 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,616 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 21:43:09,631 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,645 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,659 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,668 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,684 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,699 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,712 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,726 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,741 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,755 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,769 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,783 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,798 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,813 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,828 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,842 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-25 21:43:09,858 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,873 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-25 21:43:09,885 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,900 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-25 21:43:09,915 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-25 21:43:09,928 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-25 21:43:09,940 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,954 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,968 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:09,982 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:09,990 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:10,003 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 21:43:10,016 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:10,028 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:10,040 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:10,054 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 21:43:10,067 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 21:43:10,081 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 21:43:10,093 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,106 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,120 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-25 21:43:10,130 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,144 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,157 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,171 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,185 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,199 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,213 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,224 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,237 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,251 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,266 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,281 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,295 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,308 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,318 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,329 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,342 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,353 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,368 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,381 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,396 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,412 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,427 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,440 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,455 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,469 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,483 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,497 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,510 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,523 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,537 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,551 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,563 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:10,575 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,589 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,600 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,615 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,627 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,640 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,654 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,670 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,685 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,697 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,712 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,727 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,741 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,755 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,768 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:10,780 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:10,794 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:10,808 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:10,822 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:10,836 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:10,851 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,865 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:10,879 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,894 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:10,906 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:10,921 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,931 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,944 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,958 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 21:43:10,970 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:10,984 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:10,998 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,013 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,029 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,045 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,060 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:11,074 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,086 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,101 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,113 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,127 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,141 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,153 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,167 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,180 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,194 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,208 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,222 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:11,236 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,250 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:11,262 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:11,274 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 21:43:11,288 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 21:43:11,300 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,313 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,329 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,343 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,358 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,371 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,384 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,399 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,414 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,429 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,442 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,455 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,469 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,484 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,499 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,514 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,528 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,543 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,556 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,571 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 21:43:11,586 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,600 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:11,614 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:11,628 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:11,640 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:11,655 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:11,669 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 21:43:11,684 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:11,696 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 21:43:11,710 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:11,724 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,739 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,752 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,766 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,780 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,794 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,808 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,823 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,837 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,850 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:11,864 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,879 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,891 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,906 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,918 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 21:43:11,927 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 21:43:11,942 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,957 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,970 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 21:43:11,985 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:11,999 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:12,012 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:12,024 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:12,040 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:12,056 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:12,071 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-25 21:43:12,117 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 21:43:12,131 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.929, mIoU: 0.685
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2023-07-25 21:43:12,210 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-25 21:43:12,292 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:12,306 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:12,319 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:12,334 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:12,349 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-25 21:43:12,392 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.688
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2023-07-25 21:43:12,451 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-25 21:43:12,531 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-25 21:43:13,147 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.929, mIoU: 0.688
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2023-07-25 21:43:13,218 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,233 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,248 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,262 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,275 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,290 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,303 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,316 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,331 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,346 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,358 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,372 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,384 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,398 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,413 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,427 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,439 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,453 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,468 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,482 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,494 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,508 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,522 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,533 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,547 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,562 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,577 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,590 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,603 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,618 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,632 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,646 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,659 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,674 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 21:43:13,687 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,700 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,715 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 21:43:13,730 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:13,743 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 21:43:13,757 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:13,772 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:13,784 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:13,798 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:13,811 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-25 21:43:13,825 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:13,839 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:13,850 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,862 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,877 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,891 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:13,905 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,916 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,929 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,943 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:13,957 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:13,970 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:13,982 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:13,996 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,011 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,025 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,039 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,053 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,068 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,081 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,095 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,109 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,121 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,135 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,149 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,163 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,177 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,191 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,206 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,219 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,233 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,248 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,262 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,277 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,291 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:14,306 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,320 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,333 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-25 21:43:14,360 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,375 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,387 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,401 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,416 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,430 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-25 21:43:14,458 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,472 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,486 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,498 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,510 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,522 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,535 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,547 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,561 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,575 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,588 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,601 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,615 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,625 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,638 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,653 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,667 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,681 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,695 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,708 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,722 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 21:43:14,736 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,748 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,763 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,779 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,794 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,808 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,823 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,838 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-25 21:43:14,868 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:14,880 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,895 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,910 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,924 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,939 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,951 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:14,966 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:14,980 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:14,994 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:15,008 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:15,021 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:15,035 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 21:43:15,059 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:15,074 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:15,087 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.928, mIoU: 0.685
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2023-07-25 21:43:15,143 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:15,154 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:15,166 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 21:43:15,206 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 21:43:15,342 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 21:43:15,779 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-25 21:43:15,852 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 21:43:15,867 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 21:43:15,883 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 21:43:15,896 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 21:43:15,910 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,925 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,940 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,953 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,966 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,981 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:15,995 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:16,009 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:16,023 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 21:43:16,037 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,051 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,065 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,080 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,095 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,108 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,122 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,137 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,151 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,164 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,176 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,190 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,204 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,219 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,233 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,247 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,261 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,276 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 21:43:16,288 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,302 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,314 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,329 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,343 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,357 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,371 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,385 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,399 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,408 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,423 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,436 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,451 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,466 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,480 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,495 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,507 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,516 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,533 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 21:43:16,548 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,562 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,576 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,591 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,605 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,618 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,631 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,645 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,658 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,672 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,683 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,697 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,710 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,724 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,736 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,749 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,763 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 21:43:16,776 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:16,790 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:16,802 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:16,816 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:16,831 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 21:43:16,847 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 21:43:32,912 semantic_segmentation INFO: Iters: 74410/150000 || Lr: 0.010794 || Task Loss: 0.5444 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:57:17 || Estimated Time: 1 day, 11:30:32
2023-07-25 21:43:50,359 semantic_segmentation INFO: Iters: 74420/150000 || Lr: 0.010792 || Task Loss: 0.6015 || KD Loss: 0.1816|| 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, 10:57:34 || Estimated Time: 1 day, 11:30:15
2023-07-25 21:44:08,679 semantic_segmentation INFO: Iters: 74430/150000 || Lr: 0.010791 || Task Loss: 0.4226 || KD Loss: 0.1372|| 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, 10:57:53 || Estimated Time: 1 day, 11:30:00
2023-07-25 21:44:24,871 semantic_segmentation INFO: Iters: 74440/150000 || Lr: 0.010790 || Task Loss: 0.3048 || KD Loss: 0.0481|| 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, 10:58:09 || Estimated Time: 1 day, 11:29:42
2023-07-25 21:44:41,122 semantic_segmentation INFO: Iters: 74450/150000 || Lr: 0.010789 || Task Loss: 0.4879 || KD Loss: 0.0837|| 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, 10:58:25 || Estimated Time: 1 day, 11:29:25
2023-07-25 21:44:57,478 semantic_segmentation INFO: Iters: 74460/150000 || Lr: 0.010787 || Task Loss: 0.4924 || KD Loss: 0.1326|| 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, 10:58:41 || Estimated Time: 1 day, 11:29:07
2023-07-25 21:45:13,676 semantic_segmentation INFO: Iters: 74470/150000 || Lr: 0.010786 || Task Loss: 0.4191 || KD Loss: 0.0618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:58:58 || Estimated Time: 1 day, 11:28:50
2023-07-25 21:45:29,926 semantic_segmentation INFO: Iters: 74480/150000 || Lr: 0.010785 || Task Loss: 0.4820 || KD Loss: 0.0914|| 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, 10:59:14 || Estimated Time: 1 day, 11:28:32
2023-07-25 21:45:46,238 semantic_segmentation INFO: Iters: 74490/150000 || Lr: 0.010783 || Task Loss: 0.5385 || KD Loss: 0.0934|| 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, 10:59:30 || Estimated Time: 1 day, 11:28:15
2023-07-25 21:46:02,454 semantic_segmentation INFO: Iters: 74500/150000 || Lr: 0.010782 || Task Loss: 0.4832 || KD Loss: 0.0556|| 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, 10:59:46 || Estimated Time: 1 day, 11:27:57
2023-07-25 21:46:18,745 semantic_segmentation INFO: Iters: 74510/150000 || Lr: 0.010781 || Task Loss: 0.4506 || KD Loss: 0.0822|| 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, 11:00:03 || Estimated Time: 1 day, 11:27:39
2023-07-25 21:46:34,916 semantic_segmentation INFO: Iters: 74520/150000 || Lr: 0.010780 || Task Loss: 0.3783 || KD Loss: 0.0731|| 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, 11:00:19 || Estimated Time: 1 day, 11:27:22
2023-07-25 21:46:51,129 semantic_segmentation INFO: Iters: 74530/150000 || Lr: 0.010778 || Task Loss: 0.3249 || KD Loss: 0.0601|| 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, 11:00:35 || Estimated Time: 1 day, 11:27:04
2023-07-25 21:47:07,340 semantic_segmentation INFO: Iters: 74540/150000 || Lr: 0.010777 || Task Loss: 0.3421 || KD Loss: 0.0578|| 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, 11:00:51 || Estimated Time: 1 day, 11:26:47
2023-07-25 21:47:23,601 semantic_segmentation INFO: Iters: 74550/150000 || Lr: 0.010776 || Task Loss: 0.4372 || KD Loss: 0.0698|| 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, 11:01:08 || Estimated Time: 1 day, 11:26:29
2023-07-25 21:47:39,874 semantic_segmentation INFO: Iters: 74560/150000 || Lr: 0.010774 || Task Loss: 0.3684 || KD Loss: 0.0772|| 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, 11:01:24 || Estimated Time: 1 day, 11:26:11
2023-07-25 21:47:56,141 semantic_segmentation INFO: Iters: 74570/150000 || Lr: 0.010773 || Task Loss: 0.4174 || KD Loss: 0.0632|| 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, 11:01:40 || Estimated Time: 1 day, 11:25:54
2023-07-25 21:48:12,444 semantic_segmentation INFO: Iters: 74580/150000 || Lr: 0.010772 || Task Loss: 0.3002 || KD Loss: 0.0440|| 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, 11:01:56 || Estimated Time: 1 day, 11:25:36
2023-07-25 21:48:28,625 semantic_segmentation INFO: Iters: 74590/150000 || Lr: 0.010771 || Task Loss: 0.3167 || KD Loss: 0.0386|| 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, 11:02:13 || Estimated Time: 1 day, 11:25:19
2023-07-25 21:48:44,746 semantic_segmentation INFO: Iters: 74600/150000 || Lr: 0.010769 || Task Loss: 0.3013 || KD Loss: 0.0591|| 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, 11:02:29 || Estimated Time: 1 day, 11:25:01
2023-07-25 21:49:00,860 semantic_segmentation INFO: Iters: 74610/150000 || Lr: 0.010768 || Task Loss: 0.2562 || KD Loss: 0.0369|| 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, 11:02:45 || Estimated Time: 1 day, 11:24:43
2023-07-25 21:49:16,983 semantic_segmentation INFO: Iters: 74620/150000 || Lr: 0.010767 || Task Loss: 0.6146 || KD Loss: 0.1748|| 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, 11:03:01 || Estimated Time: 1 day, 11:24:26
2023-07-25 21:49:33,210 semantic_segmentation INFO: Iters: 74630/150000 || Lr: 0.010765 || Task Loss: 0.3671 || KD Loss: 0.0981|| 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, 11:03:17 || Estimated Time: 1 day, 11:24:08
2023-07-25 21:49:49,448 semantic_segmentation INFO: Iters: 74640/150000 || Lr: 0.010764 || Task Loss: 0.7968 || KD Loss: 0.1852|| 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: 1 day, 11:03:33 || Estimated Time: 1 day, 11:23:50
2023-07-25 21:50:05,666 semantic_segmentation INFO: Iters: 74650/150000 || Lr: 0.010763 || Task Loss: 0.3903 || KD Loss: 0.0595|| 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, 11:03:50 || Estimated Time: 1 day, 11:23:33
2023-07-25 21:50:21,894 semantic_segmentation INFO: Iters: 74660/150000 || Lr: 0.010762 || Task Loss: 0.4284 || KD Loss: 0.0666|| 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, 11:04:06 || Estimated Time: 1 day, 11:23:15
2023-07-25 21:50:38,067 semantic_segmentation INFO: Iters: 74670/150000 || Lr: 0.010760 || Task Loss: 0.3961 || KD Loss: 0.0708|| 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, 11:04:22 || Estimated Time: 1 day, 11:22:58
2023-07-25 21:50:54,154 semantic_segmentation INFO: Iters: 74680/150000 || Lr: 0.010759 || Task Loss: 0.3259 || KD Loss: 0.0859|| 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, 11:04:38 || Estimated Time: 1 day, 11:22:40
2023-07-25 21:51:10,285 semantic_segmentation INFO: Iters: 74690/150000 || Lr: 0.010758 || Task Loss: 0.4503 || KD Loss: 0.0996|| 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, 11:04:54 || Estimated Time: 1 day, 11:22:22
2023-07-25 21:51:26,392 semantic_segmentation INFO: Iters: 74700/150000 || Lr: 0.010756 || Task Loss: 0.7248 || KD Loss: 0.3054|| 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, 11:05:10 || Estimated Time: 1 day, 11:22:04
2023-07-25 21:51:42,561 semantic_segmentation INFO: Iters: 74710/150000 || Lr: 0.010755 || Task Loss: 0.8112 || KD Loss: 0.2693|| 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, 11:05:27 || Estimated Time: 1 day, 11:21:47
2023-07-25 21:51:58,637 semantic_segmentation INFO: Iters: 74720/150000 || Lr: 0.010754 || Task Loss: 0.4197 || KD Loss: 0.0707|| 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, 11:05:43 || Estimated Time: 1 day, 11:21:29
2023-07-25 21:52:14,754 semantic_segmentation INFO: Iters: 74730/150000 || Lr: 0.010753 || Task Loss: 0.4613 || KD Loss: 0.1316|| 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, 11:05:59 || Estimated Time: 1 day, 11:21:11
2023-07-25 21:52:30,846 semantic_segmentation INFO: Iters: 74740/150000 || Lr: 0.010751 || Task Loss: 0.4986 || KD Loss: 0.0944|| 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, 11:06:15 || Estimated Time: 1 day, 11:20:54
2023-07-25 21:52:46,946 semantic_segmentation INFO: Iters: 74750/150000 || Lr: 0.010750 || Task Loss: 0.5879 || KD Loss: 0.1329|| 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, 11:06:31 || Estimated Time: 1 day, 11:20:36
2023-07-25 21:53:03,072 semantic_segmentation INFO: Iters: 74760/150000 || Lr: 0.010749 || Task Loss: 0.3491 || KD Loss: 0.0931|| 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, 11:06:47 || Estimated Time: 1 day, 11:20:18
2023-07-25 21:53:19,240 semantic_segmentation INFO: Iters: 74770/150000 || Lr: 0.010747 || Task Loss: 0.3201 || KD Loss: 0.0534|| 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, 11:07:03 || Estimated Time: 1 day, 11:20:00
2023-07-25 21:53:35,393 semantic_segmentation INFO: Iters: 74780/150000 || Lr: 0.010746 || Task Loss: 0.3846 || KD Loss: 0.0571|| 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, 11:07:19 || Estimated Time: 1 day, 11:19:43
2023-07-25 21:53:51,513 semantic_segmentation INFO: Iters: 74790/150000 || Lr: 0.010745 || Task Loss: 0.3863 || KD Loss: 0.0682|| 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, 11:07:35 || Estimated Time: 1 day, 11:19:25
2023-07-25 21:54:07,670 semantic_segmentation INFO: Iters: 74800/150000 || Lr: 0.010744 || Task Loss: 0.3111 || KD Loss: 0.0724|| 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, 11:07:52 || Estimated Time: 1 day, 11:19:07
2023-07-25 21:54:23,811 semantic_segmentation INFO: Iters: 74810/150000 || Lr: 0.010742 || Task Loss: 0.3276 || KD Loss: 0.0557|| 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, 11:08:08 || Estimated Time: 1 day, 11:18:50
2023-07-25 21:54:40,030 semantic_segmentation INFO: Iters: 74820/150000 || Lr: 0.010741 || Task Loss: 0.3257 || KD Loss: 0.0530|| 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, 11:08:24 || Estimated Time: 1 day, 11:18:32
2023-07-25 21:54:56,148 semantic_segmentation INFO: Iters: 74830/150000 || Lr: 0.010740 || Task Loss: 0.4345 || KD Loss: 0.1401|| 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, 11:08:40 || Estimated Time: 1 day, 11:18:14
2023-07-25 21:55:12,305 semantic_segmentation INFO: Iters: 74840/150000 || Lr: 0.010738 || Task Loss: 0.3078 || KD Loss: 0.0524|| 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, 11:08:56 || Estimated Time: 1 day, 11:17:57
2023-07-25 21:55:28,434 semantic_segmentation INFO: Iters: 74850/150000 || Lr: 0.010737 || Task Loss: 0.4767 || KD Loss: 0.1085|| 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, 11:09:12 || Estimated Time: 1 day, 11:17:39
2023-07-25 21:55:44,611 semantic_segmentation INFO: Iters: 74860/150000 || Lr: 0.010736 || Task Loss: 0.2968 || KD Loss: 0.0435|| 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, 11:09:29 || Estimated Time: 1 day, 11:17:21
2023-07-25 21:56:00,759 semantic_segmentation INFO: Iters: 74870/150000 || Lr: 0.010735 || Task Loss: 0.4178 || KD Loss: 0.0636|| 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, 11:09:45 || Estimated Time: 1 day, 11:17:04
2023-07-25 21:56:16,913 semantic_segmentation INFO: Iters: 74880/150000 || Lr: 0.010733 || Task Loss: 0.4738 || KD Loss: 0.1704|| 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, 11:10:01 || Estimated Time: 1 day, 11:16:46
2023-07-25 21:56:33,077 semantic_segmentation INFO: Iters: 74890/150000 || Lr: 0.010732 || Task Loss: 0.3310 || KD Loss: 0.0635|| 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, 11:10:17 || Estimated Time: 1 day, 11:16:28
2023-07-25 21:56:49,229 semantic_segmentation INFO: Iters: 74900/150000 || Lr: 0.010731 || Task Loss: 0.3538 || KD Loss: 0.0525|| 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, 11:10:33 || Estimated Time: 1 day, 11:16:11
2023-07-25 21:57:05,342 semantic_segmentation INFO: Iters: 74910/150000 || Lr: 0.010729 || Task Loss: 0.4365 || KD Loss: 0.0932|| 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, 11:10:49 || Estimated Time: 1 day, 11:15:53
2023-07-25 21:57:21,509 semantic_segmentation INFO: Iters: 74920/150000 || Lr: 0.010728 || Task Loss: 0.4605 || KD Loss: 0.0637|| 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, 11:11:05 || Estimated Time: 1 day, 11:15:35
2023-07-25 21:57:37,922 semantic_segmentation INFO: Iters: 74930/150000 || Lr: 0.010727 || Task Loss: 0.4107 || KD Loss: 0.0851|| 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, 11:11:22 || Estimated Time: 1 day, 11:15:18
2023-07-25 21:57:54,181 semantic_segmentation INFO: Iters: 74940/150000 || Lr: 0.010726 || Task Loss: 0.4689 || KD Loss: 0.0773|| 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, 11:11:38 || Estimated Time: 1 day, 11:15:01
2023-07-25 21:58:10,303 semantic_segmentation INFO: Iters: 74950/150000 || Lr: 0.010724 || Task Loss: 0.5149 || KD Loss: 0.0845|| 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, 11:11:54 || Estimated Time: 1 day, 11:14:43
2023-07-25 21:58:26,430 semantic_segmentation INFO: Iters: 74960/150000 || Lr: 0.010723 || Task Loss: 0.2436 || KD Loss: 0.0447|| 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, 11:12:10 || Estimated Time: 1 day, 11:14:25
2023-07-25 21:58:42,577 semantic_segmentation INFO: Iters: 74970/150000 || Lr: 0.010722 || Task Loss: 0.4338 || KD Loss: 0.0732|| 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, 11:12:27 || Estimated Time: 1 day, 11:14:07
2023-07-25 21:58:58,684 semantic_segmentation INFO: Iters: 74980/150000 || Lr: 0.010720 || Task Loss: 0.3824 || KD Loss: 0.0515|| 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, 11:12:43 || Estimated Time: 1 day, 11:13:50
2023-07-25 21:59:14,775 semantic_segmentation INFO: Iters: 74990/150000 || Lr: 0.010719 || Task Loss: 0.4644 || KD Loss: 0.1177|| 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, 11:12:59 || Estimated Time: 1 day, 11:13:32
2023-07-25 21:59:30,901 semantic_segmentation INFO: Iters: 75000/150000 || Lr: 0.010718 || Task Loss: 0.3105 || KD Loss: 0.0526|| 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, 11:13:15 || Estimated Time: 1 day, 11:13:14
2023-07-25 21:59:47,070 semantic_segmentation INFO: Iters: 75010/150000 || Lr: 0.010717 || Task Loss: 0.3836 || KD Loss: 0.0539|| 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, 11:13:31 || Estimated Time: 1 day, 11:12:57
2023-07-25 22:00:03,211 semantic_segmentation INFO: Iters: 75020/150000 || Lr: 0.010715 || Task Loss: 0.3352 || KD Loss: 0.0513|| 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, 11:13:47 || Estimated Time: 1 day, 11:12:39
2023-07-25 22:00:19,315 semantic_segmentation INFO: Iters: 75030/150000 || Lr: 0.010714 || Task Loss: 0.5189 || KD Loss: 0.0806|| 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, 11:14:03 || Estimated Time: 1 day, 11:12:21
2023-07-25 22:00:35,482 semantic_segmentation INFO: Iters: 75040/150000 || Lr: 0.010713 || Task Loss: 0.4231 || KD Loss: 0.0655|| 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, 11:14:19 || Estimated Time: 1 day, 11:12:04
2023-07-25 22:00:51,600 semantic_segmentation INFO: Iters: 75050/150000 || Lr: 0.010711 || Task Loss: 0.3300 || KD Loss: 0.0492|| 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, 11:14:36 || Estimated Time: 1 day, 11:11:46
2023-07-25 22:01:07,723 semantic_segmentation INFO: Iters: 75060/150000 || Lr: 0.010710 || Task Loss: 0.2579 || KD Loss: 0.0467|| 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, 11:14:52 || Estimated Time: 1 day, 11:11:28
2023-07-25 22:01:23,809 semantic_segmentation INFO: Iters: 75070/150000 || Lr: 0.010709 || Task Loss: 0.3544 || KD Loss: 0.0613|| 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, 11:15:08 || Estimated Time: 1 day, 11:11:11
2023-07-25 22:01:39,944 semantic_segmentation INFO: Iters: 75080/150000 || Lr: 0.010708 || Task Loss: 0.3877 || KD Loss: 0.0670|| 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, 11:15:24 || Estimated Time: 1 day, 11:10:53
2023-07-25 22:01:56,035 semantic_segmentation INFO: Iters: 75090/150000 || Lr: 0.010706 || Task Loss: 0.3224 || KD Loss: 0.0454|| 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, 11:15:40 || Estimated Time: 1 day, 11:10:35
2023-07-25 22:02:12,256 semantic_segmentation INFO: Iters: 75100/150000 || Lr: 0.010705 || Task Loss: 0.4414 || KD Loss: 0.1081|| 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, 11:15:56 || Estimated Time: 1 day, 11:10:18
2023-07-25 22:02:28,473 semantic_segmentation INFO: Iters: 75110/150000 || Lr: 0.010704 || Task Loss: 0.4572 || KD Loss: 0.0614|| 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, 11:16:12 || Estimated Time: 1 day, 11:10:00
2023-07-25 22:02:44,688 semantic_segmentation INFO: Iters: 75120/150000 || Lr: 0.010702 || Task Loss: 0.4557 || KD Loss: 0.0827|| 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, 11:16:29 || Estimated Time: 1 day, 11:09:42
2023-07-25 22:03:00,846 semantic_segmentation INFO: Iters: 75130/150000 || Lr: 0.010701 || Task Loss: 0.5433 || KD Loss: 0.1271|| 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, 11:16:45 || Estimated Time: 1 day, 11:09:25
2023-07-25 22:03:16,954 semantic_segmentation INFO: Iters: 75140/150000 || Lr: 0.010700 || Task Loss: 0.3050 || KD Loss: 0.0661|| 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, 11:17:01 || Estimated Time: 1 day, 11:09:07
2023-07-25 22:03:33,149 semantic_segmentation INFO: Iters: 75150/150000 || Lr: 0.010699 || Task Loss: 0.3192 || KD Loss: 0.0798|| 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, 11:17:17 || Estimated Time: 1 day, 11:08:49
2023-07-25 22:03:49,324 semantic_segmentation INFO: Iters: 75160/150000 || Lr: 0.010697 || Task Loss: 0.2830 || KD Loss: 0.0527|| 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, 11:17:33 || Estimated Time: 1 day, 11:08:32
2023-07-25 22:04:05,478 semantic_segmentation INFO: Iters: 75170/150000 || Lr: 0.010696 || Task Loss: 0.3572 || KD Loss: 0.0538|| 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, 11:17:49 || Estimated Time: 1 day, 11:08:14
2023-07-25 22:04:21,625 semantic_segmentation INFO: Iters: 75180/150000 || Lr: 0.010695 || Task Loss: 0.3704 || 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, 11:18:06 || Estimated Time: 1 day, 11:07:57
2023-07-25 22:04:37,777 semantic_segmentation INFO: Iters: 75190/150000 || Lr: 0.010693 || Task Loss: 0.3970 || KD Loss: 0.0876|| 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, 11:18:22 || Estimated Time: 1 day, 11:07:39
2023-07-25 22:04:53,921 semantic_segmentation INFO: Iters: 75200/150000 || Lr: 0.010692 || Task Loss: 0.5311 || KD Loss: 0.1112|| 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, 11:18:38 || Estimated Time: 1 day, 11:07:21
2023-07-25 22:04:54,054 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:04:54,522 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.090
2023-07-25 22:04:54,535 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.135
2023-07-25 22:04:54,547 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.166
2023-07-25 22:04:54,561 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-25 22:04:54,574 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.237
2023-07-25 22:04:54,586 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.282
2023-07-25 22:04:54,599 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.322
2023-07-25 22:04:54,613 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.328
2023-07-25 22:04:54,625 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.363
2023-07-25 22:04:54,639 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.406
2023-07-25 22:04:54,653 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.441
2023-07-25 22:04:54,668 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.484
2023-07-25 22:04:54,680 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.480
2023-07-25 22:04:54,694 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.473
2023-07-25 22:04:54,708 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.470
2023-07-25 22:04:54,721 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.465
2023-07-25 22:04:54,731 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.463
2023-07-25 22:04:54,744 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.463
2023-07-25 22:04:54,758 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.453
2023-07-25 22:04:54,773 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.497
2023-07-25 22:04:54,787 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.498
2023-07-25 22:04:54,802 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.509
2023-07-25 22:04:54,816 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.543
2023-07-25 22:04:54,832 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.546
2023-07-25 22:04:54,848 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.546
2023-07-25 22:04:54,862 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.572
2023-07-25 22:04:54,877 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.571
2023-07-25 22:04:54,889 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.572
2023-07-25 22:04:54,905 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.559
2023-07-25 22:04:54,920 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.560
2023-07-25 22:04:54,934 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.560
2023-07-25 22:04:54,949 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.559
2023-07-25 22:04:54,964 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-25 22:04:54,979 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.557
2023-07-25 22:04:54,994 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.602
2023-07-25 22:04:55,010 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.599
2023-07-25 22:04:55,023 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.599
2023-07-25 22:04:55,034 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.644
2023-07-25 22:04:55,049 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.646
2023-07-25 22:04:55,061 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.642
2023-07-25 22:04:55,072 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.669
2023-07-25 22:04:55,085 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.669
2023-07-25 22:04:55,098 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.667
2023-07-25 22:04:55,110 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.667
2023-07-25 22:04:55,124 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-25 22:04:55,138 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-25 22:04:55,149 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-25 22:04:55,161 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-25 22:04:55,173 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.667
2023-07-25 22:04:55,188 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.664
2023-07-25 22:04:55,202 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-25 22:04:55,216 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.662
2023-07-25 22:04:55,227 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-25 22:04:55,241 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.658
2023-07-25 22:04:55,255 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-25 22:04:55,267 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-25 22:04:55,281 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.644
2023-07-25 22:04:55,297 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.641
2023-07-25 22:04:55,310 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.645
2023-07-25 22:04:55,324 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-25 22:04:55,336 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-25 22:04:55,350 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-25 22:04:55,361 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-25 22:04:55,378 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-25 22:04:55,389 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-25 22:04:55,403 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-25 22:04:55,417 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-25 22:04:55,429 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-25 22:04:55,443 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-25 22:04:55,456 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.706
2023-07-25 22:04:55,470 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-25 22:04:55,482 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-25 22:04:55,496 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-25 22:04:55,510 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-25 22:04:55,524 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-25 22:04:55,537 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-25 22:04:55,551 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-25 22:04:55,559 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-25 22:04:55,573 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.727
2023-07-25 22:04:55,588 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.728
2023-07-25 22:04:55,600 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.731
2023-07-25 22:04:55,614 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.730
2023-07-25 22:04:55,627 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-25 22:04:55,642 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-25 22:04:55,656 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-25 22:04:55,670 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.723
2023-07-25 22:04:55,685 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-25 22:04:55,699 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-25 22:04:55,713 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.725
2023-07-25 22:04:55,726 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.725
2023-07-25 22:04:55,740 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-25 22:04:55,755 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-25 22:04:55,769 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.726
2023-07-25 22:04:55,783 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.729
2023-07-25 22:04:55,797 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.725
2023-07-25 22:04:55,811 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.725
2023-07-25 22:04:55,823 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.725
2023-07-25 22:04:55,836 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.726
2023-07-25 22:04:55,850 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-25 22:04:55,863 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-25 22:04:55,878 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-25 22:04:55,892 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-25 22:04:55,905 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-25 22:04:55,919 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 22:04:55,934 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-25 22:04:55,947 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 22:04:55,962 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-25 22:04:55,977 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-25 22:04:55,990 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 22:04:56,005 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-25 22:04:56,017 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-25 22:04:56,031 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-25 22:04:56,046 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-25 22:04:56,061 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-25 22:04:56,075 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-25 22:04:56,088 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-25 22:04:56,100 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-25 22:04:56,115 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-25 22:04:56,127 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-25 22:04:56,140 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-25 22:04:56,154 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-25 22:04:56,167 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-25 22:04:56,179 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-25 22:04:56,193 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 22:04:56,207 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 22:04:56,215 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-25 22:04:56,226 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-25 22:04:56,240 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-25 22:04:56,249 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 22:04:56,261 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 22:04:56,275 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-25 22:04:56,290 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 22:04:56,303 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-25 22:04:56,319 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-25 22:04:56,332 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.692
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2023-07-25 22:05:01,716 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 22:05:01,741 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-25 22:05:01,764 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 22:05:01,805 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 22:05:01,819 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-25 22:05:01,834 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 22:05:01,871 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:01,886 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 22:05:01,915 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:01,928 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:01,940 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-25 22:05:01,969 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:01,984 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 22:05:02,091 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.923, mIoU: 0.679
2023-07-25 22:05:02,106 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.923, mIoU: 0.679
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2023-07-25 22:05:02,132 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:02,146 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 22:05:02,172 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.924, mIoU: 0.680
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2023-07-25 22:05:02,256 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:02,272 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:02,282 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,296 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,311 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 22:05:02,337 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.923, mIoU: 0.678
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2023-07-25 22:05:02,364 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:02,380 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:02,396 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 22:05:02,544 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:02,557 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,571 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,585 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,599 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,614 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:02,640 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,655 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:02,670 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 22:05:02,713 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-25 22:05:02,754 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:02,933 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:02,947 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 22:05:02,972 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-25 22:05:03,070 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:03,084 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:03,098 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:03,111 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:05:03,124 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-25 22:05:03,155 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 22:05:03,169 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:05:03,183 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:05:03,193 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 22:05:03,205 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:03,220 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:03,233 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 22:05:03,260 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:03,273 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-25 22:05:03,472 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-25 22:05:04,397 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,412 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,426 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,441 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,454 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,468 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:04,483 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,495 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,509 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,524 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,539 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:05:04,553 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:04,567 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:04,578 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,591 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,604 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,617 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,631 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,647 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,659 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,674 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,687 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,701 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,715 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,728 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:04,741 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:04,755 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:04,769 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:04,782 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:04,796 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,811 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,825 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,837 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,852 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,867 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:04,883 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,896 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:04,910 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,923 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,938 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,950 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,962 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:04,976 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:04,991 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:05,008 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:05,024 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:05,039 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,053 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,068 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,081 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,093 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,107 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,119 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,132 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,144 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,159 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,172 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,184 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,198 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,213 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,227 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,242 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,255 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,267 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:05,282 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:05,296 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:05,311 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:05,325 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:05,338 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:05,350 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,361 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,376 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,391 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,404 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,420 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,432 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,444 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,459 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,473 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,485 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,500 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:05,513 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,528 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,541 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,555 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,567 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,582 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,596 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,608 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,623 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,637 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,651 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,665 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,680 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,694 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,708 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,721 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,736 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,750 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,762 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,775 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,787 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,803 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:05,815 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,831 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,845 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,856 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,870 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,885 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,900 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,912 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,928 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,943 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,956 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:05,970 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:05,985 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,000 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,013 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,025 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,041 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,056 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,071 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,084 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,099 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,113 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,127 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,141 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,154 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,168 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,180 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,194 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,207 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,219 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,234 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,246 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:05:06,260 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,274 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,288 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:05:06,302 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,316 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,330 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,344 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,359 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,373 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,388 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,403 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,412 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,426 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,441 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,456 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,471 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,485 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,498 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,513 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,528 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,541 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,556 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,571 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,583 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,598 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,612 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,626 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,638 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,653 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:05:06,667 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,681 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,694 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:05:06,708 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,722 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,735 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,748 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,762 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,775 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,788 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,801 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,814 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,829 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,843 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,858 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,872 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,887 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,899 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,911 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,925 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,939 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,951 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,965 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:06,979 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:06,993 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,007 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,019 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,032 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,046 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,060 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,072 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,086 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,098 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,113 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,125 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,141 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,155 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,169 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,177 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,192 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,207 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,219 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,232 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,246 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,260 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,272 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,286 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:07,300 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:07,314 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:05:07,328 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,342 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,358 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,372 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,385 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,399 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,413 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,426 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,438 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,453 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,469 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,483 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,490 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,502 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,514 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,526 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,537 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,552 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,566 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,581 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:07,592 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,605 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,620 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,630 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:05:07,646 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:05:07,659 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,673 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,688 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,703 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,717 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,728 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,741 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,756 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,770 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,785 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,799 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,811 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,820 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,830 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,842 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,853 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,867 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,878 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:07,892 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:07,906 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,920 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,933 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:07,947 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,961 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,975 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:07,989 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,002 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,015 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,029 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,044 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,056 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:08,068 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:08,082 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:08,094 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:05:08,109 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,121 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,135 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,149 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,166 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,181 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,194 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,208 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,223 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,237 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,252 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,264 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,277 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,292 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,306 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:05:08,321 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:05:08,335 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:05:08,350 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:05:08,364 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-25 22:05:08,378 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,392 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,404 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,418 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,427 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,440 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,454 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:05:08,465 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,481 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,495 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:05:08,509 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,523 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,537 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,551 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,565 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,577 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,591 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,603 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,617 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,631 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,643 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,657 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,669 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,683 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,697 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,711 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,725 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:05:08,739 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,751 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,763 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,778 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,791 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,803 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,818 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,832 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,847 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,859 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,871 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:08,886 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,901 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,916 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,928 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,941 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,955 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,970 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,984 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:08,999 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:05:09,013 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,028 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,042 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,056 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,071 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,086 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,100 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,114 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:09,127 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,142 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,156 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:05:09,171 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:09,183 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:05:09,196 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,210 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,225 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,238 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,252 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,266 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,280 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,295 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,309 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,323 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,336 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,350 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,366 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,379 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,393 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:05:09,406 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,415 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:05:09,431 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,446 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,459 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:05:09,474 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,490 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,503 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,515 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,530 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,544 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:05:09,559 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:05:09,574 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:05:09,588 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,603 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,617 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,629 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,643 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:05:09,657 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,671 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:05:09,682 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:05:09,694 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:09,761 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:09,790 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:05:09,803 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-25 22:05:09,833 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:09,874 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:05:09,888 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:05:09,902 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:09,970 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:10,062 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:05:10,074 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:05:10,089 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:05:10,104 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-25 22:05:10,228 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:05:10,240 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 22:05:10,349 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:05:10,361 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:05:10,375 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-25 22:05:10,485 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-25 22:05:10,598 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 22:05:10,880 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:10,895 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 22:05:10,977 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:11,006 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,017 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:11,031 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:11,046 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:11,061 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,074 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:11,087 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,102 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,116 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,130 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:11,169 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:11,210 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,224 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,239 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,255 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,267 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,283 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,297 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,311 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,325 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,338 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,350 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,366 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,380 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,394 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,407 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,419 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,434 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,448 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,460 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,473 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,487 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,503 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,518 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,533 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,547 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,562 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,574 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,588 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,602 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,615 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:11,629 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-25 22:05:11,657 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 22:05:11,671 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-25 22:05:11,700 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:11,727 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,741 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:11,784 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:11,799 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:11,813 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:12,214 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 22:05:12,270 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,286 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,299 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,313 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-25 22:05:12,342 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,356 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,368 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,382 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,396 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,411 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,425 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,437 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,451 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:12,465 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:12,479 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:05:12,493 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:05:12,506 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:12,521 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:12,536 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:05:12,546 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,559 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,571 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,583 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,599 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,613 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,626 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,638 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,651 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,664 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,678 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:05:12,691 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,705 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,720 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,732 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,746 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,761 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,773 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,789 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,803 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,815 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,829 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,840 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,856 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,871 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,886 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,901 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,913 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,926 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,941 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:05:12,955 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,969 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,982 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:12,995 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,010 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:05:13,025 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:05:13,040 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,053 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,066 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,082 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,096 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,109 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,123 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,131 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,144 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,156 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,168 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,182 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,195 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,209 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,223 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,237 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,250 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:05:13,264 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,276 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,290 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,305 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,319 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,333 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,346 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,362 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,374 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,387 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,400 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,414 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,426 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:05:13,438 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,451 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:13,465 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:05:13,478 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:05:13,492 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,506 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,520 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,534 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,547 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,561 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,573 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,587 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:13,601 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:13,615 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:13,629 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:13,641 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,655 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,669 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,683 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,697 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,711 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,726 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,740 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,752 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:13,766 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,778 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,793 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,807 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,821 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,835 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,849 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,863 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,872 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,887 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,899 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,914 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,928 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,943 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,958 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:13,969 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,978 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:13,994 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,008 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,023 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,036 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,051 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,065 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,078 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,091 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,105 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,118 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,131 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,143 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:14,156 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:14,170 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:14,183 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:14,195 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:05:14,208 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 22:05:14,222 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 22:05:14,235 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,249 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,261 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,274 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:05:14,288 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:05:14,303 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-25 22:05:30,442 semantic_segmentation INFO: Iters: 75210/150000 || Lr: 0.010691 || Task Loss: 0.4439 || KD Loss: 0.0804|| 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, 11:19:14 || Estimated Time: 1 day, 11:07:24
2023-07-25 22:05:46,564 semantic_segmentation INFO: Iters: 75220/150000 || Lr: 0.010690 || Task Loss: 0.4885 || KD Loss: 0.0852|| 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, 11:19:31 || Estimated Time: 1 day, 11:07:06
2023-07-25 22:06:02,768 semantic_segmentation INFO: Iters: 75230/150000 || Lr: 0.010688 || Task Loss: 0.4430 || KD Loss: 0.0751|| 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, 11:19:47 || Estimated Time: 1 day, 11:06:49
2023-07-25 22:06:18,967 semantic_segmentation INFO: Iters: 75240/150000 || Lr: 0.010687 || Task Loss: 0.3721 || KD Loss: 0.0733|| 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, 11:20:03 || Estimated Time: 1 day, 11:06:31
2023-07-25 22:06:36,232 semantic_segmentation INFO: Iters: 75250/150000 || Lr: 0.010686 || Task Loss: 0.5133 || KD Loss: 0.1186|| 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, 11:20:20 || Estimated Time: 1 day, 11:06:14
2023-07-25 22:06:54,614 semantic_segmentation INFO: Iters: 75260/150000 || Lr: 0.010684 || Task Loss: 0.3885 || KD Loss: 0.0859|| 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, 11:20:39 || Estimated Time: 1 day, 11:05:59
2023-07-25 22:07:10,708 semantic_segmentation INFO: Iters: 75270/150000 || Lr: 0.010683 || Task Loss: 0.4310 || KD Loss: 0.0679|| 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, 11:20:55 || Estimated Time: 1 day, 11:05:41
2023-07-25 22:07:26,872 semantic_segmentation INFO: Iters: 75280/150000 || Lr: 0.010682 || Task Loss: 0.4095 || KD Loss: 0.0727|| 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, 11:21:11 || Estimated Time: 1 day, 11:05:24
2023-07-25 22:07:42,995 semantic_segmentation INFO: Iters: 75290/150000 || Lr: 0.010681 || Task Loss: 0.4113 || KD Loss: 0.1197|| 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, 11:21:27 || Estimated Time: 1 day, 11:05:06
2023-07-25 22:07:59,162 semantic_segmentation INFO: Iters: 75300/150000 || Lr: 0.010679 || Task Loss: 0.4909 || KD Loss: 0.1261|| 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, 11:21:43 || Estimated Time: 1 day, 11:04:48
2023-07-25 22:08:15,317 semantic_segmentation INFO: Iters: 75310/150000 || Lr: 0.010678 || Task Loss: 0.4540 || KD Loss: 0.0948|| 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, 11:21:59 || Estimated Time: 1 day, 11:04:31
2023-07-25 22:08:31,435 semantic_segmentation INFO: Iters: 75320/150000 || Lr: 0.010677 || Task Loss: 0.5554 || KD Loss: 0.0989|| 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, 11:22:15 || Estimated Time: 1 day, 11:04:13
2023-07-25 22:08:47,519 semantic_segmentation INFO: Iters: 75330/150000 || Lr: 0.010675 || Task Loss: 0.5675 || KD Loss: 0.1171|| 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, 11:22:31 || Estimated Time: 1 day, 11:03:55
2023-07-25 22:09:03,636 semantic_segmentation INFO: Iters: 75340/150000 || Lr: 0.010674 || Task Loss: 0.3064 || KD Loss: 0.0832|| 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, 11:22:48 || Estimated Time: 1 day, 11:03:38
2023-07-25 22:09:19,736 semantic_segmentation INFO: Iters: 75350/150000 || Lr: 0.010673 || Task Loss: 0.2231 || KD Loss: 0.0392|| 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, 11:23:04 || Estimated Time: 1 day, 11:03:20
2023-07-25 22:09:35,778 semantic_segmentation INFO: Iters: 75360/150000 || Lr: 0.010672 || Task Loss: 0.2516 || KD Loss: 0.0438|| 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, 11:23:20 || Estimated Time: 1 day, 11:03:02
2023-07-25 22:09:51,850 semantic_segmentation INFO: Iters: 75370/150000 || Lr: 0.010670 || Task Loss: 0.3049 || KD Loss: 0.0487|| 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, 11:23:36 || Estimated Time: 1 day, 11:02:44
2023-07-25 22:10:08,006 semantic_segmentation INFO: Iters: 75380/150000 || Lr: 0.010669 || Task Loss: 0.3273 || KD Loss: 0.0588|| 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, 11:23:52 || Estimated Time: 1 day, 11:02:27
2023-07-25 22:10:24,165 semantic_segmentation INFO: Iters: 75390/150000 || Lr: 0.010668 || Task Loss: 0.2287 || KD Loss: 0.0397|| 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, 11:24:08 || Estimated Time: 1 day, 11:02:09
2023-07-25 22:10:40,258 semantic_segmentation INFO: Iters: 75400/150000 || Lr: 0.010666 || Task Loss: 0.2791 || KD Loss: 0.0552|| 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, 11:24:24 || Estimated Time: 1 day, 11:01:51
2023-07-25 22:10:56,411 semantic_segmentation INFO: Iters: 75410/150000 || Lr: 0.010665 || Task Loss: 0.3454 || KD Loss: 0.0578|| 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, 11:24:40 || Estimated Time: 1 day, 11:01:34
2023-07-25 22:11:12,601 semantic_segmentation INFO: Iters: 75420/150000 || Lr: 0.010664 || Task Loss: 0.2463 || KD Loss: 0.0434|| 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, 11:24:57 || Estimated Time: 1 day, 11:01:16
2023-07-25 22:11:28,743 semantic_segmentation INFO: Iters: 75430/150000 || Lr: 0.010663 || Task Loss: 0.4485 || KD Loss: 0.0913|| 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, 11:25:13 || Estimated Time: 1 day, 11:00:58
2023-07-25 22:11:44,835 semantic_segmentation INFO: Iters: 75440/150000 || Lr: 0.010661 || Task Loss: 0.5506 || KD Loss: 0.1420|| 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, 11:25:29 || Estimated Time: 1 day, 11:00:41
2023-07-25 22:12:00,933 semantic_segmentation INFO: Iters: 75450/150000 || Lr: 0.010660 || Task Loss: 0.4824 || KD Loss: 0.0871|| 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, 11:25:45 || Estimated Time: 1 day, 11:00:23
2023-07-25 22:12:17,034 semantic_segmentation INFO: Iters: 75460/150000 || Lr: 0.010659 || Task Loss: 0.4034 || KD Loss: 0.0781|| 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, 11:26:01 || Estimated Time: 1 day, 11:00:05
2023-07-25 22:12:33,214 semantic_segmentation INFO: Iters: 75470/150000 || Lr: 0.010657 || Task Loss: 0.5713 || KD Loss: 0.1198|| 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, 11:26:17 || Estimated Time: 1 day, 10:59:48
2023-07-25 22:12:49,335 semantic_segmentation INFO: Iters: 75480/150000 || Lr: 0.010656 || Task Loss: 0.4361 || KD Loss: 0.0934|| 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, 11:26:33 || Estimated Time: 1 day, 10:59:30
2023-07-25 22:13:05,396 semantic_segmentation INFO: Iters: 75490/150000 || Lr: 0.010655 || Task Loss: 0.4774 || KD Loss: 0.0704|| 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, 11:26:49 || Estimated Time: 1 day, 10:59:12
2023-07-25 22:13:21,530 semantic_segmentation INFO: Iters: 75500/150000 || Lr: 0.010654 || Task Loss: 0.3210 || KD Loss: 0.0728|| 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, 11:27:06 || Estimated Time: 1 day, 10:58:55
2023-07-25 22:13:37,629 semantic_segmentation INFO: Iters: 75510/150000 || Lr: 0.010652 || Task Loss: 0.4399 || KD Loss: 0.0822|| 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, 11:27:22 || Estimated Time: 1 day, 10:58:37
2023-07-25 22:13:53,839 semantic_segmentation INFO: Iters: 75520/150000 || Lr: 0.010651 || Task Loss: 0.4164 || KD Loss: 0.0979|| 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, 11:27:38 || Estimated Time: 1 day, 10:58:19
2023-07-25 22:14:10,077 semantic_segmentation INFO: Iters: 75530/150000 || Lr: 0.010650 || Task Loss: 0.4597 || KD Loss: 0.0712|| 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, 11:27:54 || Estimated Time: 1 day, 10:58:02
2023-07-25 22:14:26,174 semantic_segmentation INFO: Iters: 75540/150000 || Lr: 0.010648 || Task Loss: 0.4378 || KD Loss: 0.0936|| 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, 11:28:10 || Estimated Time: 1 day, 10:57:44
2023-07-25 22:14:42,313 semantic_segmentation INFO: Iters: 75550/150000 || Lr: 0.010647 || Task Loss: 0.3368 || KD Loss: 0.0472|| 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, 11:28:26 || Estimated Time: 1 day, 10:57:26
2023-07-25 22:14:58,492 semantic_segmentation INFO: Iters: 75560/150000 || Lr: 0.010646 || Task Loss: 0.4590 || KD Loss: 0.0734|| 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: 1 day, 11:28:42 || Estimated Time: 1 day, 10:57:09
2023-07-25 22:15:14,603 semantic_segmentation INFO: Iters: 75570/150000 || Lr: 0.010645 || Task Loss: 0.5231 || KD Loss: 0.2016|| 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, 11:28:59 || Estimated Time: 1 day, 10:56:51
2023-07-25 22:15:30,750 semantic_segmentation INFO: Iters: 75580/150000 || Lr: 0.010643 || Task Loss: 0.3539 || KD Loss: 0.0606|| 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, 11:29:15 || Estimated Time: 1 day, 10:56:33
2023-07-25 22:15:46,926 semantic_segmentation INFO: Iters: 75590/150000 || Lr: 0.010642 || Task Loss: 0.4569 || KD Loss: 0.0770|| 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, 11:29:31 || Estimated Time: 1 day, 10:56:16
2023-07-25 22:16:03,061 semantic_segmentation INFO: Iters: 75600/150000 || Lr: 0.010641 || Task Loss: 0.4105 || KD Loss: 0.0978|| 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, 11:29:47 || Estimated Time: 1 day, 10:55:58
2023-07-25 22:16:19,179 semantic_segmentation INFO: Iters: 75610/150000 || Lr: 0.010639 || Task Loss: 0.3917 || KD Loss: 0.0669|| 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, 11:30:03 || Estimated Time: 1 day, 10:55:40
2023-07-25 22:16:35,340 semantic_segmentation INFO: Iters: 75620/150000 || Lr: 0.010638 || Task Loss: 0.3570 || KD Loss: 0.0822|| 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, 11:30:19 || Estimated Time: 1 day, 10:55:23
2023-07-25 22:16:51,503 semantic_segmentation INFO: Iters: 75630/150000 || Lr: 0.010637 || Task Loss: 0.3444 || KD Loss: 0.0891|| 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, 11:30:35 || Estimated Time: 1 day, 10:55:05
2023-07-25 22:17:07,544 semantic_segmentation INFO: Iters: 75640/150000 || Lr: 0.010636 || Task Loss: 0.4493 || KD Loss: 0.0545|| 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, 11:30:52 || Estimated Time: 1 day, 10:54:48
2023-07-25 22:17:23,688 semantic_segmentation INFO: Iters: 75650/150000 || Lr: 0.010634 || Task Loss: 0.4118 || KD Loss: 0.0651|| 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, 11:31:08 || Estimated Time: 1 day, 10:54:30
2023-07-25 22:17:39,770 semantic_segmentation INFO: Iters: 75660/150000 || Lr: 0.010633 || Task Loss: 0.3499 || KD Loss: 0.1244|| 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, 11:31:24 || Estimated Time: 1 day, 10:54:12
2023-07-25 22:17:55,950 semantic_segmentation INFO: Iters: 75670/150000 || Lr: 0.010632 || Task Loss: 0.4174 || KD Loss: 0.1264|| 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, 11:31:40 || Estimated Time: 1 day, 10:53:55
2023-07-25 22:18:12,034 semantic_segmentation INFO: Iters: 75680/150000 || Lr: 0.010630 || Task Loss: 0.2957 || KD Loss: 0.0392|| 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, 11:31:56 || Estimated Time: 1 day, 10:53:37
2023-07-25 22:18:28,171 semantic_segmentation INFO: Iters: 75690/150000 || Lr: 0.010629 || Task Loss: 0.5106 || KD Loss: 0.0825|| 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, 11:32:12 || Estimated Time: 1 day, 10:53:19
2023-07-25 22:18:44,232 semantic_segmentation INFO: Iters: 75700/150000 || Lr: 0.010628 || Task Loss: 0.3426 || KD Loss: 0.0736|| 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, 11:32:28 || Estimated Time: 1 day, 10:53:01
2023-07-25 22:19:00,409 semantic_segmentation INFO: Iters: 75710/150000 || Lr: 0.010627 || Task Loss: 0.4396 || KD Loss: 0.1153|| 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, 11:32:44 || Estimated Time: 1 day, 10:52:44
2023-07-25 22:19:16,536 semantic_segmentation INFO: Iters: 75720/150000 || Lr: 0.010625 || Task Loss: 0.2518 || KD Loss: 0.0497|| 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, 11:33:01 || Estimated Time: 1 day, 10:52:26
2023-07-25 22:19:32,585 semantic_segmentation INFO: Iters: 75730/150000 || Lr: 0.010624 || Task Loss: 0.3495 || KD Loss: 0.0781|| 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, 11:33:17 || Estimated Time: 1 day, 10:52:08
2023-07-25 22:19:48,797 semantic_segmentation INFO: Iters: 75740/150000 || Lr: 0.010623 || Task Loss: 0.4293 || KD Loss: 0.0769|| 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, 11:33:33 || Estimated Time: 1 day, 10:51:51
2023-07-25 22:20:04,956 semantic_segmentation INFO: Iters: 75750/150000 || Lr: 0.010621 || Task Loss: 0.3866 || KD Loss: 0.0687|| 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, 11:33:49 || Estimated Time: 1 day, 10:51:33
2023-07-25 22:20:21,230 semantic_segmentation INFO: Iters: 75760/150000 || Lr: 0.010620 || Task Loss: 0.4299 || KD Loss: 0.0651|| 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, 11:34:05 || Estimated Time: 1 day, 10:51:16
2023-07-25 22:20:37,403 semantic_segmentation INFO: Iters: 75770/150000 || Lr: 0.010619 || Task Loss: 0.4077 || KD Loss: 0.1122|| 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, 11:34:21 || Estimated Time: 1 day, 10:50:58
2023-07-25 22:20:53,525 semantic_segmentation INFO: Iters: 75780/150000 || Lr: 0.010617 || Task Loss: 0.4075 || KD Loss: 0.0743|| 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, 11:34:38 || Estimated Time: 1 day, 10:50:40
2023-07-25 22:21:09,687 semantic_segmentation INFO: Iters: 75790/150000 || Lr: 0.010616 || Task Loss: 0.3076 || KD Loss: 0.0566|| 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, 11:34:54 || Estimated Time: 1 day, 10:50:23
2023-07-25 22:21:25,820 semantic_segmentation INFO: Iters: 75800/150000 || Lr: 0.010615 || Task Loss: 0.2774 || KD Loss: 0.0514|| 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, 11:35:10 || Estimated Time: 1 day, 10:50:05
2023-07-25 22:21:42,125 semantic_segmentation INFO: Iters: 75810/150000 || Lr: 0.010614 || Task Loss: 0.3222 || KD Loss: 0.0514|| 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, 11:35:26 || Estimated Time: 1 day, 10:49:48
2023-07-25 22:21:58,308 semantic_segmentation INFO: Iters: 75820/150000 || Lr: 0.010612 || Task Loss: 0.4278 || KD Loss: 0.0778|| 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, 11:35:42 || Estimated Time: 1 day, 10:49:30
2023-07-25 22:22:14,487 semantic_segmentation INFO: Iters: 75830/150000 || Lr: 0.010611 || Task Loss: 0.3807 || KD Loss: 0.0644|| 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, 11:35:58 || Estimated Time: 1 day, 10:49:12
2023-07-25 22:22:30,671 semantic_segmentation INFO: Iters: 75840/150000 || Lr: 0.010610 || Task Loss: 0.6222 || KD Loss: 0.1519|| 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, 11:36:15 || Estimated Time: 1 day, 10:48:55
2023-07-25 22:22:46,861 semantic_segmentation INFO: Iters: 75850/150000 || Lr: 0.010608 || Task Loss: 0.2854 || KD Loss: 0.0419|| 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, 11:36:31 || Estimated Time: 1 day, 10:48:37
2023-07-25 22:23:03,026 semantic_segmentation INFO: Iters: 75860/150000 || Lr: 0.010607 || Task Loss: 0.3119 || KD Loss: 0.0585|| 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, 11:36:47 || Estimated Time: 1 day, 10:48:20
2023-07-25 22:23:19,149 semantic_segmentation INFO: Iters: 75870/150000 || Lr: 0.010606 || Task Loss: 0.5330 || KD Loss: 0.1017|| 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, 11:37:03 || Estimated Time: 1 day, 10:48:02
2023-07-25 22:23:35,298 semantic_segmentation INFO: Iters: 75880/150000 || Lr: 0.010605 || Task Loss: 0.6435 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:19 || Estimated Time: 1 day, 10:47:44
2023-07-25 22:23:51,389 semantic_segmentation INFO: Iters: 75890/150000 || Lr: 0.010603 || Task Loss: 0.6216 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:37:35 || Estimated Time: 1 day, 10:47:27
2023-07-25 22:24:07,557 semantic_segmentation INFO: Iters: 75900/150000 || Lr: 0.010602 || Task Loss: 0.3998 || KD Loss: 0.1067|| 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, 11:37:52 || Estimated Time: 1 day, 10:47:09
2023-07-25 22:24:23,626 semantic_segmentation INFO: Iters: 75910/150000 || Lr: 0.010601 || Task Loss: 0.5202 || KD Loss: 0.1812|| 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, 11:38:08 || Estimated Time: 1 day, 10:46:51
2023-07-25 22:24:39,700 semantic_segmentation INFO: Iters: 75920/150000 || Lr: 0.010599 || Task Loss: 0.4229 || KD Loss: 0.0543|| 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, 11:38:24 || Estimated Time: 1 day, 10:46:34
2023-07-25 22:24:55,854 semantic_segmentation INFO: Iters: 75930/150000 || Lr: 0.010598 || Task Loss: 0.3757 || KD Loss: 0.0699|| 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, 11:38:40 || Estimated Time: 1 day, 10:46:16
2023-07-25 22:25:11,952 semantic_segmentation INFO: Iters: 75940/150000 || Lr: 0.010597 || Task Loss: 0.4890 || KD Loss: 0.1174|| 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, 11:38:56 || Estimated Time: 1 day, 10:45:58
2023-07-25 22:25:28,041 semantic_segmentation INFO: Iters: 75950/150000 || Lr: 0.010596 || Task Loss: 0.4523 || KD Loss: 0.1161|| 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, 11:39:12 || Estimated Time: 1 day, 10:45:41
2023-07-25 22:25:44,188 semantic_segmentation INFO: Iters: 75960/150000 || Lr: 0.010594 || Task Loss: 0.4851 || KD Loss: 0.0887|| 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, 11:39:28 || Estimated Time: 1 day, 10:45:23
2023-07-25 22:26:00,268 semantic_segmentation INFO: Iters: 75970/150000 || Lr: 0.010593 || Task Loss: 0.3596 || KD Loss: 0.0672|| 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, 11:39:44 || Estimated Time: 1 day, 10:45:05
2023-07-25 22:26:16,434 semantic_segmentation INFO: Iters: 75980/150000 || Lr: 0.010592 || Task Loss: 0.6731 || KD Loss: 0.2170|| 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: 1 day, 11:40:00 || Estimated Time: 1 day, 10:44:48
2023-07-25 22:26:32,606 semantic_segmentation INFO: Iters: 75990/150000 || Lr: 0.010590 || Task Loss: 0.4349 || KD Loss: 0.1273|| 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, 11:40:17 || Estimated Time: 1 day, 10:44:30
2023-07-25 22:26:48,720 semantic_segmentation INFO: Iters: 76000/150000 || Lr: 0.010589 || Task Loss: 0.4095 || KD Loss: 0.0873|| 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, 11:40:33 || Estimated Time: 1 day, 10:44:12
2023-07-25 22:26:48,830 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:26:49,281 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-25 22:26:49,302 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-25 22:26:49,315 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.173
2023-07-25 22:26:49,328 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.173
2023-07-25 22:26:49,341 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.940, mIoU: 0.237
2023-07-25 22:26:49,353 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.945, mIoU: 0.280
2023-07-25 22:26:49,367 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.322
2023-07-25 22:26:49,380 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.332
2023-07-25 22:26:49,392 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.373
2023-07-25 22:26:49,406 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.411
2023-07-25 22:26:49,419 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.933, mIoU: 0.413
2023-07-25 22:26:49,434 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.939, mIoU: 0.460
2023-07-25 22:26:49,446 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.913, mIoU: 0.410
2023-07-25 22:26:49,459 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.913, mIoU: 0.388
2023-07-25 22:26:49,474 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.388
2023-07-25 22:26:49,486 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.384
2023-07-25 22:26:49,496 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.369
2023-07-25 22:26:49,508 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.913, mIoU: 0.370
2023-07-25 22:26:49,522 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.382
2023-07-25 22:26:49,538 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.427
2023-07-25 22:26:49,551 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.433
2023-07-25 22:26:49,566 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.442
2023-07-25 22:26:49,581 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.918, mIoU: 0.475
2023-07-25 22:26:49,596 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.474
2023-07-25 22:26:49,611 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.473
2023-07-25 22:26:49,625 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.474
2023-07-25 22:26:49,639 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.476
2023-07-25 22:26:49,650 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.478
2023-07-25 22:26:49,665 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.468
2023-07-25 22:26:49,680 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.469
2023-07-25 22:26:49,693 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.922, mIoU: 0.473
2023-07-25 22:26:49,708 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.472
2023-07-25 22:26:49,722 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.487
2023-07-25 22:26:49,736 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.486
2023-07-25 22:26:49,750 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.529
2023-07-25 22:26:49,764 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.530
2023-07-25 22:26:49,777 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.530
2023-07-25 22:26:49,789 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.575
2023-07-25 22:26:49,805 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.558
2023-07-25 22:26:49,817 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.557
2023-07-25 22:26:49,830 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.584
2023-07-25 22:26:49,844 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.584
2023-07-25 22:26:49,858 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-25 22:26:49,870 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.576
2023-07-25 22:26:49,885 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.584
2023-07-25 22:26:49,900 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.589
2023-07-25 22:26:49,913 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-25 22:26:49,925 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.595
2023-07-25 22:26:49,938 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.596
2023-07-25 22:26:49,954 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-25 22:26:49,969 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-25 22:26:49,984 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.593
2023-07-25 22:26:49,997 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-25 22:26:50,012 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-25 22:26:50,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.594
2023-07-25 22:26:50,039 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-25 22:26:50,054 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-25 22:26:50,070 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-25 22:26:50,083 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-25 22:26:50,097 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-25 22:26:50,110 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-25 22:26:50,124 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.622
2023-07-25 22:26:50,137 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.622
2023-07-25 22:26:50,154 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-25 22:26:50,167 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.625
2023-07-25 22:26:50,181 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-25 22:26:50,195 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-25 22:26:50,208 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-25 22:26:50,222 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.671
2023-07-25 22:26:50,236 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.669
2023-07-25 22:26:50,251 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 22:26:50,265 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-25 22:26:50,280 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-25 22:26:50,296 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-25 22:26:50,310 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-25 22:26:50,324 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-25 22:26:50,338 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 22:26:50,347 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:26:50,362 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 22:26:50,377 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 22:26:50,390 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:26:50,404 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:26:50,419 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:26:50,433 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:26:50,448 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:26:50,462 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:26:50,477 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 22:26:50,491 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 22:26:50,505 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 22:26:50,518 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 22:26:50,532 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:50,547 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 22:26:50,561 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:26:50,575 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:50,589 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-25 22:26:50,603 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:26:50,615 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:26:50,628 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:50,642 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:50,655 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:50,669 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-25 22:26:50,724 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:26:50,736 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-25 22:26:50,778 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:50,791 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:50,803 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 22:26:50,816 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:26:50,831 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 22:26:50,859 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-25 22:26:50,925 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:26:50,939 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.928, mIoU: 0.676
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2023-07-25 22:26:50,964 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-25 22:26:50,978 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.675
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2023-07-25 22:26:51,000 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.676
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2023-07-25 22:26:51,027 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-25 22:26:51,048 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.665
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2023-07-25 22:26:51,089 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-25 22:26:51,143 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.663
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2023-07-25 22:26:51,353 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.673
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2023-07-25 22:26:51,462 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-25 22:26:51,490 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-25 22:26:51,542 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-25 22:26:51,554 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.925, mIoU: 0.667
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2023-07-25 22:26:51,582 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 22:26:51,597 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.923, mIoU: 0.655
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2023-07-25 22:26:51,833 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.923, mIoU: 0.656
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2023-07-25 22:26:52,265 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-25 22:26:52,789 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.923, mIoU: 0.677
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2023-07-25 22:26:55,528 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-25 22:26:55,541 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 22:26:55,554 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 22:26:55,568 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,583 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,598 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,613 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 22:26:55,628 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 22:26:55,637 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 22:26:55,648 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-25 22:26:55,661 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 22:26:55,673 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 22:26:55,688 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 22:26:55,701 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 22:26:55,715 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-25 22:26:55,731 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,745 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,760 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,773 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,786 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 22:26:55,799 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 22:26:55,813 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 22:26:55,825 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 22:26:55,840 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-25 22:26:55,851 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 22:26:55,865 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 22:26:55,878 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 22:26:55,892 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 22:26:55,905 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 22:26:55,919 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 22:26:55,928 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 22:26:55,940 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 22:26:55,954 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-25 22:26:55,968 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:55,980 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:55,993 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,006 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,021 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,036 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,050 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,059 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,074 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,088 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,100 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,114 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 22:26:56,128 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 22:26:56,141 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 22:26:56,156 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:26:56,168 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:26:56,183 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,198 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,213 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 22:26:56,228 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,242 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,254 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,269 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,284 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,298 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,312 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:26:56,327 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-25 22:26:56,344 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-25 22:26:56,358 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 22:26:56,371 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 22:26:56,384 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 22:26:56,399 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 22:26:56,413 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 22:26:56,427 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,442 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,454 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,468 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,483 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:26:56,495 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:26:56,510 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-25 22:26:56,520 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 22:26:56,535 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-25 22:26:56,547 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-25 22:26:56,558 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,570 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,584 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-25 22:26:56,598 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,613 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,627 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,635 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-25 22:26:56,650 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:26:56,665 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:26:56,680 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 22:26:56,694 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:56,708 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:56,721 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:56,734 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:56,748 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:56,762 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,777 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,789 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,801 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,816 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,829 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,843 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,856 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:26:56,870 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:26:56,884 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,899 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,911 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:56,925 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:26:56,939 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:26:56,951 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:26:56,965 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-25 22:26:56,979 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:56,994 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,009 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,021 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,037 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:57,051 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:57,067 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,077 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,092 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,107 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,119 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,133 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-25 22:26:57,146 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,161 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,175 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,190 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,202 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,214 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,226 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,240 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,254 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,268 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,282 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,295 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,308 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,321 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,336 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,349 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,364 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,378 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,392 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 22:26:57,406 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,420 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,431 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,445 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-25 22:26:57,459 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,472 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,487 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,502 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,513 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,527 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,541 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,556 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,568 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:57,582 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,596 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,611 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,625 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:57,640 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,654 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:57,669 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:57,683 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:57,697 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,709 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:57,723 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:57,738 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:57,752 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,765 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,779 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,793 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-25 22:26:57,823 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,840 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,856 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,871 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:57,886 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:57,900 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 22:26:57,914 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 22:26:57,928 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 22:26:57,943 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 22:26:57,961 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 22:26:57,975 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-25 22:26:58,014 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:58,029 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:58,041 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:58,055 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:58,067 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,079 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-25 22:26:58,109 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,123 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,137 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,149 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,163 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,175 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,188 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,202 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,216 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,230 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,244 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,258 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,271 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,285 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,300 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,312 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,324 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,338 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,353 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,369 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,382 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,396 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,411 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:58,425 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:58,438 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:58,450 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:58,458 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:26:58,472 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,488 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,503 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,518 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,532 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:26:58,547 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,562 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,576 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,589 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:58,603 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:58,617 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:58,631 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:58,645 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,656 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,669 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,681 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:58,694 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:58,706 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:58,718 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:26:58,731 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 22:26:58,744 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 22:26:58,758 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,769 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,782 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,794 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,806 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:58,819 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,833 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,848 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,862 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,876 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,891 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,903 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,918 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,932 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:26:58,948 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:58,963 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:58,978 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 22:26:58,994 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 22:26:59,006 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 22:26:59,019 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 22:26:59,031 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 22:26:59,046 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,061 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,074 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,087 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,101 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:59,115 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:59,129 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:26:59,144 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:59,158 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,170 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,185 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:59,197 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:59,211 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,225 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,238 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,253 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,266 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,281 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,296 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,308 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,320 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,335 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:26:59,350 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:26:59,365 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,380 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,392 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,404 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:26:59,418 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:26:59,430 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:26:59,444 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:59,460 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,473 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,489 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,502 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,516 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,530 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,543 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,556 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,570 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,585 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,598 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:26:59,613 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,628 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,642 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,654 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,669 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 22:26:59,683 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 22:26:59,700 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,712 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,725 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,737 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-25 22:26:59,752 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,764 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:26:59,776 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 22:26:59,790 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,804 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,816 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,830 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,844 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:59,858 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,873 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,885 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,896 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,910 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:59,922 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:26:59,934 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,946 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,961 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,973 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,986 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:26:59,999 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,014 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,028 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,043 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,055 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,067 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,081 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,097 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:27:00,112 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:27:00,127 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 22:27:00,139 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-25 22:27:00,151 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,162 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,177 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,192 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,206 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,219 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:27:00,231 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,244 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,258 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:00,272 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:00,285 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:00,299 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:00,311 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:00,326 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,339 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,353 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,365 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,380 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,395 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,408 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,423 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,437 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,451 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,465 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,479 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,495 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,509 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,523 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,537 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,552 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:27:00,564 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:27:00,577 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:27:00,590 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:27:00,606 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:00,619 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,635 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,649 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,660 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,674 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,689 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,704 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,716 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,730 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,744 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,757 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,770 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:00,785 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,798 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:00,811 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,821 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:00,837 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,851 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:00,865 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:00,877 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:00,891 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:00,906 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,921 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,935 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,948 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,963 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,976 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:00,991 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,006 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,018 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,034 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,046 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,061 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,076 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,090 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,104 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,117 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,131 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,143 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,158 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,171 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,185 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,199 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,208 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,222 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,234 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,247 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,261 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,276 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,288 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,301 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,315 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,329 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,344 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,358 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,370 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,385 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,399 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,414 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,426 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,440 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,454 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,468 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,480 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,494 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:27:01,508 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,520 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,534 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,548 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,560 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,573 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,585 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,598 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,612 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,627 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:01,640 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:01,655 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,669 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,681 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,693 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,707 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,719 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,732 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,747 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,762 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,776 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,791 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,803 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,816 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,831 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:01,845 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,858 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,872 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,885 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,900 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,913 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,929 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,944 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,958 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:01,967 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:01,982 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:01,999 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,011 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,025 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,040 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,054 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,067 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,081 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,096 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,110 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,124 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,138 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,153 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,168 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,180 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,194 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,208 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,221 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 22:27:02,233 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,246 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,260 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,274 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,281 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,293 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,305 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,317 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,327 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,341 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,355 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,369 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,380 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,392 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,406 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,416 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,432 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,444 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,458 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,472 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,486 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,500 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:27:02,512 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:27:02,524 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:27:02,538 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-25 22:27:02,552 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,567 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:02,582 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,595 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-25 22:27:02,605 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:02,616 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:02,629 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:02,640 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:02,655 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:02,668 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,682 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:02,697 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,712 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,726 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,741 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,755 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,768 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,783 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,796 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,809 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,823 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,838 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-25 22:27:02,850 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,862 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,876 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,888 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:02,903 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:02,916 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:02,930 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:02,944 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:02,961 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:02,976 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:02,989 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,005 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,019 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,033 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,047 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,060 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,072 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,086 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,100 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,114 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,128 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,143 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,158 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,172 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,187 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,199 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,214 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,224 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,237 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,252 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,263 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,278 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,292 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,307 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,322 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,337 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,352 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,366 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,377 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,392 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,404 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,419 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,435 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,447 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,461 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,473 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,487 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,502 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,516 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,530 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,544 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,557 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,569 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,584 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,597 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,610 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,625 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,640 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,654 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,667 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-25 22:27:03,679 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,694 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,709 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,724 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,737 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,750 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,764 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,778 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,792 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,806 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,820 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,835 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,848 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,862 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-25 22:27:03,876 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,890 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:03,904 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,918 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,930 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,944 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,958 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-25 22:27:03,973 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,984 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 22:27:03,999 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:04,013 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 22:27:04,041 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:04,055 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,069 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,083 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-25 22:27:04,111 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,125 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,137 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,152 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,167 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,180 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 22:27:04,194 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:04,206 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-25 22:27:04,215 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-25 22:27:04,272 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:04,287 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:04,300 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:04,313 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-25 22:27:04,342 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-25 22:27:04,471 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-25 22:27:06,115 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:06,129 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:06,142 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,154 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,170 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,184 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,198 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,211 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,224 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:06,239 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:06,254 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,267 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,280 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,295 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,310 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,324 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,339 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,353 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,368 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,381 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,395 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,409 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,421 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-25 22:27:06,435 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:27:06,449 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:27:06,464 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:27:06,479 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-25 22:27:06,493 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,507 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,520 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,533 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,547 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,561 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,575 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,589 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,603 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,617 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,629 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,641 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,656 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,670 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,683 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,697 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,711 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,725 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,739 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,753 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,767 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,781 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,793 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,806 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,818 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,830 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,843 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,858 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:06,873 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,885 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,898 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,913 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,924 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,937 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,952 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,967 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,982 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:06,997 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:07,010 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:07,024 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:07,039 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,051 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,065 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,080 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,094 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,106 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,120 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,135 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,148 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,162 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,173 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,187 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,201 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:27:07,215 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:07,228 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:07,241 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:07,255 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,269 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,284 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,298 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,312 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,326 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,341 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,352 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,365 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,378 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,390 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,406 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,421 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,435 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,447 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,459 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,473 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,489 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,503 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,517 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,531 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,544 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,558 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,572 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,584 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,598 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,612 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,624 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,638 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,649 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,664 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,679 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,693 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,708 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,720 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:27:07,733 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,747 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:27:07,761 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,775 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,788 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,800 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,815 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,829 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,844 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,856 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,870 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,885 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,901 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,914 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,929 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:07,936 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-25 22:27:07,962 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,974 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:07,988 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,003 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,016 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,031 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,045 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,059 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:27:08,073 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:08,085 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,099 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,115 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,129 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,143 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,157 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,172 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,184 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,198 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,212 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,226 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,238 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,250 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:08,264 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:08,279 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:08,293 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:27:08,307 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:08,322 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,351 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,391 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,449 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,462 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,601 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,614 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,628 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,642 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,656 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,670 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,683 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,705 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,717 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,731 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-25 22:27:08,758 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,772 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,783 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,792 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,807 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,821 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,835 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,847 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,861 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,875 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,887 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,902 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,916 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,930 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:27:08,944 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-25 22:27:08,956 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:08,970 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:08,984 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:08,999 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:09,012 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:09,026 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:09,040 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 22:27:09,054 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:09,069 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:09,081 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:09,095 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:09,109 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:09,125 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:27:25,243 semantic_segmentation INFO: Iters: 76010/150000 || Lr: 0.010588 || Task Loss: 0.3516 || KD Loss: 0.0413|| 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, 11:41:09 || Estimated Time: 1 day, 10:44:15
2023-07-25 22:27:41,347 semantic_segmentation INFO: Iters: 76020/150000 || Lr: 0.010587 || Task Loss: 0.3855 || KD Loss: 0.0693|| 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, 11:41:25 || Estimated Time: 1 day, 10:43:57
2023-07-25 22:27:57,449 semantic_segmentation INFO: Iters: 76030/150000 || Lr: 0.010585 || Task Loss: 0.3782 || KD Loss: 0.0795|| 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, 11:41:41 || Estimated Time: 1 day, 10:43:39
2023-07-25 22:28:13,627 semantic_segmentation INFO: Iters: 76040/150000 || Lr: 0.010584 || Task Loss: 0.3699 || KD Loss: 0.0750|| 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, 11:41:58 || Estimated Time: 1 day, 10:43:22
2023-07-25 22:28:29,809 semantic_segmentation INFO: Iters: 76050/150000 || Lr: 0.010583 || Task Loss: 0.2963 || KD Loss: 0.0422|| 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, 11:42:14 || Estimated Time: 1 day, 10:43:04
2023-07-25 22:28:45,982 semantic_segmentation INFO: Iters: 76060/150000 || Lr: 0.010581 || Task Loss: 0.4084 || KD Loss: 0.0636|| 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, 11:42:30 || Estimated Time: 1 day, 10:42:46
2023-07-25 22:29:02,108 semantic_segmentation INFO: Iters: 76070/150000 || Lr: 0.010580 || Task Loss: 0.3494 || KD Loss: 0.0531|| 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, 11:42:46 || Estimated Time: 1 day, 10:42:29
2023-07-25 22:29:20,413 semantic_segmentation INFO: Iters: 76080/150000 || Lr: 0.010579 || Task Loss: 0.2966 || KD Loss: 0.0722|| 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, 11:43:04 || Estimated Time: 1 day, 10:42:13
2023-07-25 22:29:37,844 semantic_segmentation INFO: Iters: 76090/150000 || Lr: 0.010578 || Task Loss: 0.5307 || KD Loss: 0.1328|| 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, 11:43:22 || Estimated Time: 1 day, 10:41:57
2023-07-25 22:29:54,041 semantic_segmentation INFO: Iters: 76100/150000 || Lr: 0.010576 || Task Loss: 0.3322 || KD Loss: 0.0518|| 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, 11:43:38 || Estimated Time: 1 day, 10:41:39
2023-07-25 22:30:10,226 semantic_segmentation INFO: Iters: 76110/150000 || Lr: 0.010575 || Task Loss: 0.3358 || KD Loss: 0.0559|| 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, 11:43:54 || Estimated Time: 1 day, 10:41:22
2023-07-25 22:30:26,398 semantic_segmentation INFO: Iters: 76120/150000 || Lr: 0.010574 || Task Loss: 0.4252 || KD Loss: 0.1175|| 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, 11:44:10 || Estimated Time: 1 day, 10:41:04
2023-07-25 22:30:42,607 semantic_segmentation INFO: Iters: 76130/150000 || Lr: 0.010572 || Task Loss: 0.3921 || KD Loss: 0.0684|| 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, 11:44:27 || Estimated Time: 1 day, 10:40:46
2023-07-25 22:30:58,763 semantic_segmentation INFO: Iters: 76140/150000 || Lr: 0.010571 || Task Loss: 0.3963 || KD Loss: 0.0613|| 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, 11:44:43 || Estimated Time: 1 day, 10:40:29
2023-07-25 22:31:14,943 semantic_segmentation INFO: Iters: 76150/150000 || Lr: 0.010570 || Task Loss: 0.3078 || KD Loss: 0.0551|| 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, 11:44:59 || Estimated Time: 1 day, 10:40:11
2023-07-25 22:31:31,111 semantic_segmentation INFO: Iters: 76160/150000 || Lr: 0.010569 || Task Loss: 0.3975 || KD Loss: 0.1265|| 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, 11:45:15 || Estimated Time: 1 day, 10:39:54
2023-07-25 22:31:47,225 semantic_segmentation INFO: Iters: 76170/150000 || Lr: 0.010567 || Task Loss: 0.3956 || KD Loss: 0.0930|| 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, 11:45:31 || Estimated Time: 1 day, 10:39:36
2023-07-25 22:32:03,436 semantic_segmentation INFO: Iters: 76180/150000 || Lr: 0.010566 || Task Loss: 0.5968 || KD Loss: 0.0959|| 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, 11:45:47 || Estimated Time: 1 day, 10:39:18
2023-07-25 22:32:19,619 semantic_segmentation INFO: Iters: 76190/150000 || Lr: 0.010565 || Task Loss: 0.3329 || KD Loss: 0.0458|| 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, 11:46:04 || Estimated Time: 1 day, 10:39:01
2023-07-25 22:32:35,817 semantic_segmentation INFO: Iters: 76200/150000 || Lr: 0.010563 || Task Loss: 0.3920 || KD Loss: 0.0586|| 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, 11:46:20 || Estimated Time: 1 day, 10:38:43
2023-07-25 22:32:51,955 semantic_segmentation INFO: Iters: 76210/150000 || Lr: 0.010562 || Task Loss: 0.4148 || KD Loss: 0.0948|| 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, 11:46:36 || Estimated Time: 1 day, 10:38:26
2023-07-25 22:33:08,108 semantic_segmentation INFO: Iters: 76220/150000 || Lr: 0.010561 || Task Loss: 0.3643 || KD Loss: 0.0753|| 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, 11:46:52 || Estimated Time: 1 day, 10:38:08
2023-07-25 22:33:24,211 semantic_segmentation INFO: Iters: 76230/150000 || Lr: 0.010560 || Task Loss: 0.3703 || KD Loss: 0.0581|| 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, 11:47:08 || Estimated Time: 1 day, 10:37:50
2023-07-25 22:33:40,373 semantic_segmentation INFO: Iters: 76240/150000 || Lr: 0.010558 || Task Loss: 0.3527 || KD Loss: 0.0590|| 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, 11:47:24 || Estimated Time: 1 day, 10:37:33
2023-07-25 22:33:56,515 semantic_segmentation INFO: Iters: 76250/150000 || Lr: 0.010557 || Task Loss: 0.3711 || KD Loss: 0.0533|| 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, 11:47:40 || Estimated Time: 1 day, 10:37:15
2023-07-25 22:34:12,672 semantic_segmentation INFO: Iters: 76260/150000 || Lr: 0.010556 || Task Loss: 0.2418 || KD Loss: 0.0359|| 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, 11:47:57 || Estimated Time: 1 day, 10:36:57
2023-07-25 22:34:28,767 semantic_segmentation INFO: Iters: 76270/150000 || Lr: 0.010554 || Task Loss: 0.3002 || 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: 1 day, 11:48:13 || Estimated Time: 1 day, 10:36:40
2023-07-25 22:34:44,904 semantic_segmentation INFO: Iters: 76280/150000 || Lr: 0.010553 || Task Loss: 0.3553 || KD Loss: 0.0711|| 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, 11:48:29 || Estimated Time: 1 day, 10:36:22
2023-07-25 22:35:01,072 semantic_segmentation INFO: Iters: 76290/150000 || Lr: 0.010552 || Task Loss: 0.3086 || KD Loss: 0.0653|| 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, 11:48:45 || Estimated Time: 1 day, 10:36:05
2023-07-25 22:35:17,222 semantic_segmentation INFO: Iters: 76300/150000 || Lr: 0.010551 || Task Loss: 0.4763 || KD Loss: 0.0906|| 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, 11:49:01 || Estimated Time: 1 day, 10:35:47
2023-07-25 22:35:33,365 semantic_segmentation INFO: Iters: 76310/150000 || Lr: 0.010549 || Task Loss: 0.3275 || KD Loss: 0.0518|| 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, 11:49:17 || Estimated Time: 1 day, 10:35:29
2023-07-25 22:35:49,413 semantic_segmentation INFO: Iters: 76320/150000 || Lr: 0.010548 || Task Loss: 0.3729 || KD Loss: 0.0665|| 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, 11:49:33 || Estimated Time: 1 day, 10:35:12
2023-07-25 22:36:05,524 semantic_segmentation INFO: Iters: 76330/150000 || Lr: 0.010547 || Task Loss: 0.3262 || KD Loss: 0.0395|| 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, 11:49:50 || Estimated Time: 1 day, 10:34:54
2023-07-25 22:36:21,661 semantic_segmentation INFO: Iters: 76340/150000 || Lr: 0.010545 || Task Loss: 0.3157 || KD Loss: 0.0562|| 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, 11:50:06 || Estimated Time: 1 day, 10:34:36
2023-07-25 22:36:37,824 semantic_segmentation INFO: Iters: 76350/150000 || Lr: 0.010544 || Task Loss: 0.3783 || KD Loss: 0.1080|| 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, 11:50:22 || Estimated Time: 1 day, 10:34:19
2023-07-25 22:36:53,931 semantic_segmentation INFO: Iters: 76360/150000 || Lr: 0.010543 || Task Loss: 0.3326 || KD Loss: 0.0753|| 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, 11:50:38 || Estimated Time: 1 day, 10:34:01
2023-07-25 22:37:10,043 semantic_segmentation INFO: Iters: 76370/150000 || Lr: 0.010542 || Task Loss: 0.3448 || KD Loss: 0.0654|| 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, 11:50:54 || Estimated Time: 1 day, 10:33:43
2023-07-25 22:37:26,214 semantic_segmentation INFO: Iters: 76380/150000 || Lr: 0.010540 || Task Loss: 0.3103 || KD Loss: 0.0642|| 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, 11:51:10 || Estimated Time: 1 day, 10:33:26
2023-07-25 22:37:42,384 semantic_segmentation INFO: Iters: 76390/150000 || Lr: 0.010539 || Task Loss: 0.4029 || KD Loss: 0.1178|| 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, 11:51:26 || Estimated Time: 1 day, 10:33:08
2023-07-25 22:37:58,482 semantic_segmentation INFO: Iters: 76400/150000 || Lr: 0.010538 || Task Loss: 0.3911 || KD Loss: 0.0950|| 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, 11:51:42 || Estimated Time: 1 day, 10:32:50
2023-07-25 22:38:14,637 semantic_segmentation INFO: Iters: 76410/150000 || Lr: 0.010536 || Task Loss: 0.4212 || KD Loss: 0.0673|| 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, 11:51:59 || Estimated Time: 1 day, 10:32:33
2023-07-25 22:38:30,790 semantic_segmentation INFO: Iters: 76420/150000 || Lr: 0.010535 || Task Loss: 0.3727 || KD Loss: 0.0852|| 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, 11:52:15 || Estimated Time: 1 day, 10:32:15
2023-07-25 22:38:47,072 semantic_segmentation INFO: Iters: 76430/150000 || Lr: 0.010534 || Task Loss: 0.3569 || KD Loss: 0.0802|| 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, 11:52:31 || Estimated Time: 1 day, 10:31:58
2023-07-25 22:39:03,249 semantic_segmentation INFO: Iters: 76440/150000 || Lr: 0.010532 || Task Loss: 0.5085 || KD Loss: 0.1241|| 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, 11:52:47 || Estimated Time: 1 day, 10:31:40
2023-07-25 22:39:19,370 semantic_segmentation INFO: Iters: 76450/150000 || Lr: 0.010531 || Task Loss: 0.5104 || KD Loss: 0.1450|| 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, 11:53:03 || Estimated Time: 1 day, 10:31:23
2023-07-25 22:39:35,477 semantic_segmentation INFO: Iters: 76460/150000 || Lr: 0.010530 || Task Loss: 0.6212 || KD Loss: 0.1176|| 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, 11:53:19 || Estimated Time: 1 day, 10:31:05
2023-07-25 22:39:51,647 semantic_segmentation INFO: Iters: 76470/150000 || Lr: 0.010529 || Task Loss: 0.2699 || KD Loss: 0.0524|| 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, 11:53:36 || Estimated Time: 1 day, 10:30:47
2023-07-25 22:40:07,788 semantic_segmentation INFO: Iters: 76480/150000 || Lr: 0.010527 || Task Loss: 0.3628 || KD Loss: 0.0647|| 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, 11:53:52 || Estimated Time: 1 day, 10:30:30
2023-07-25 22:40:23,963 semantic_segmentation INFO: Iters: 76490/150000 || Lr: 0.010526 || Task Loss: 0.4067 || KD Loss: 0.0677|| 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, 11:54:08 || Estimated Time: 1 day, 10:30:12
2023-07-25 22:40:40,117 semantic_segmentation INFO: Iters: 76500/150000 || Lr: 0.010525 || Task Loss: 0.4168 || KD Loss: 0.0997|| 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, 11:54:24 || Estimated Time: 1 day, 10:29:54
2023-07-25 22:40:56,218 semantic_segmentation INFO: Iters: 76510/150000 || Lr: 0.010523 || Task Loss: 0.6052 || KD Loss: 0.1674|| 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, 11:54:40 || Estimated Time: 1 day, 10:29:37
2023-07-25 22:41:12,304 semantic_segmentation INFO: Iters: 76520/150000 || Lr: 0.010522 || Task Loss: 0.2523 || KD Loss: 0.0564|| 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, 11:54:56 || Estimated Time: 1 day, 10:29:19
2023-07-25 22:41:28,403 semantic_segmentation INFO: Iters: 76530/150000 || Lr: 0.010521 || Task Loss: 0.5727 || KD Loss: 0.1172|| 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, 11:55:12 || Estimated Time: 1 day, 10:29:01
2023-07-25 22:41:44,465 semantic_segmentation INFO: Iters: 76540/150000 || Lr: 0.010520 || Task Loss: 0.4680 || KD Loss: 0.0684|| 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, 11:55:28 || Estimated Time: 1 day, 10:28:44
2023-07-25 22:42:00,604 semantic_segmentation INFO: Iters: 76550/150000 || Lr: 0.010518 || Task Loss: 0.4297 || KD Loss: 0.1132|| 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, 11:55:45 || Estimated Time: 1 day, 10:28:26
2023-07-25 22:42:16,666 semantic_segmentation INFO: Iters: 76560/150000 || Lr: 0.010517 || Task Loss: 0.4996 || KD Loss: 0.0908|| 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, 11:56:01 || Estimated Time: 1 day, 10:28:08
2023-07-25 22:42:32,782 semantic_segmentation INFO: Iters: 76570/150000 || Lr: 0.010516 || Task Loss: 0.4743 || KD Loss: 0.1092|| 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, 11:56:17 || Estimated Time: 1 day, 10:27:51
2023-07-25 22:42:48,872 semantic_segmentation INFO: Iters: 76580/150000 || Lr: 0.010514 || Task Loss: 0.3027 || KD Loss: 0.0556|| 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, 11:56:33 || Estimated Time: 1 day, 10:27:33
2023-07-25 22:43:04,991 semantic_segmentation INFO: Iters: 76590/150000 || Lr: 0.010513 || Task Loss: 0.3636 || KD Loss: 0.0561|| 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, 11:56:49 || Estimated Time: 1 day, 10:27:15
2023-07-25 22:43:21,087 semantic_segmentation INFO: Iters: 76600/150000 || Lr: 0.010512 || Task Loss: 0.3842 || KD Loss: 0.0736|| 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, 11:57:05 || Estimated Time: 1 day, 10:26:58
2023-07-25 22:43:37,143 semantic_segmentation INFO: Iters: 76610/150000 || Lr: 0.010511 || Task Loss: 0.4871 || KD Loss: 0.1428|| 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, 11:57:21 || Estimated Time: 1 day, 10:26:40
2023-07-25 22:43:53,318 semantic_segmentation INFO: Iters: 76620/150000 || Lr: 0.010509 || Task Loss: 0.3509 || KD Loss: 0.0632|| 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, 11:57:37 || Estimated Time: 1 day, 10:26:22
2023-07-25 22:44:09,410 semantic_segmentation INFO: Iters: 76630/150000 || Lr: 0.010508 || Task Loss: 0.4032 || KD Loss: 0.0890|| 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, 11:57:53 || Estimated Time: 1 day, 10:26:05
2023-07-25 22:44:25,590 semantic_segmentation INFO: Iters: 76640/150000 || Lr: 0.010507 || Task Loss: 0.3619 || KD Loss: 0.0852|| 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, 11:58:10 || Estimated Time: 1 day, 10:25:47
2023-07-25 22:44:41,731 semantic_segmentation INFO: Iters: 76650/150000 || Lr: 0.010505 || Task Loss: 0.4642 || KD Loss: 0.0797|| 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, 11:58:26 || Estimated Time: 1 day, 10:25:30
2023-07-25 22:44:57,847 semantic_segmentation INFO: Iters: 76660/150000 || Lr: 0.010504 || Task Loss: 0.3836 || KD Loss: 0.1009|| 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, 11:58:42 || Estimated Time: 1 day, 10:25:12
2023-07-25 22:45:14,012 semantic_segmentation INFO: Iters: 76670/150000 || Lr: 0.010503 || Task Loss: 0.2855 || KD Loss: 0.0533|| 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, 11:58:58 || Estimated Time: 1 day, 10:24:54
2023-07-25 22:45:30,146 semantic_segmentation INFO: Iters: 76680/150000 || Lr: 0.010502 || Task Loss: 0.3300 || KD Loss: 0.0708|| 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, 11:59:14 || Estimated Time: 1 day, 10:24:37
2023-07-25 22:45:46,315 semantic_segmentation INFO: Iters: 76690/150000 || Lr: 0.010500 || Task Loss: 0.3328 || KD Loss: 0.0654|| 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, 11:59:30 || Estimated Time: 1 day, 10:24:19
2023-07-25 22:46:02,510 semantic_segmentation INFO: Iters: 76700/150000 || Lr: 0.010499 || Task Loss: 0.3200 || KD Loss: 0.0479|| 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, 11:59:46 || Estimated Time: 1 day, 10:24:02
2023-07-25 22:46:18,652 semantic_segmentation INFO: Iters: 76710/150000 || Lr: 0.010498 || Task Loss: 0.4309 || KD Loss: 0.1074|| 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, 12:00:03 || Estimated Time: 1 day, 10:23:44
2023-07-25 22:46:34,826 semantic_segmentation INFO: Iters: 76720/150000 || Lr: 0.010496 || Task Loss: 0.3580 || KD Loss: 0.0832|| 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, 12:00:19 || Estimated Time: 1 day, 10:23:26
2023-07-25 22:46:50,969 semantic_segmentation INFO: Iters: 76730/150000 || Lr: 0.010495 || Task Loss: 0.3481 || KD Loss: 0.0561|| 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, 12:00:35 || Estimated Time: 1 day, 10:23:09
2023-07-25 22:47:07,078 semantic_segmentation INFO: Iters: 76740/150000 || Lr: 0.010494 || Task Loss: 0.4039 || KD Loss: 0.1105|| 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, 12:00:51 || Estimated Time: 1 day, 10:22:51
2023-07-25 22:47:23,287 semantic_segmentation INFO: Iters: 76750/150000 || Lr: 0.010493 || Task Loss: 0.2992 || KD Loss: 0.0436|| 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, 12:01:07 || Estimated Time: 1 day, 10:22:34
2023-07-25 22:47:39,526 semantic_segmentation INFO: Iters: 76760/150000 || Lr: 0.010491 || Task Loss: 0.4639 || KD Loss: 0.1254|| 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, 12:01:24 || Estimated Time: 1 day, 10:22:16
2023-07-25 22:47:55,661 semantic_segmentation INFO: Iters: 76770/150000 || Lr: 0.010490 || Task Loss: 0.4440 || KD Loss: 0.0707|| 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, 12:01:40 || Estimated Time: 1 day, 10:21:58
2023-07-25 22:48:11,854 semantic_segmentation INFO: Iters: 76780/150000 || Lr: 0.010489 || Task Loss: 0.2543 || KD Loss: 0.0381|| 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, 12:01:56 || Estimated Time: 1 day, 10:21:41
2023-07-25 22:48:27,985 semantic_segmentation INFO: Iters: 76790/150000 || Lr: 0.010487 || Task Loss: 0.3940 || KD Loss: 0.0782|| 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, 12:02:12 || Estimated Time: 1 day, 10:21:23
2023-07-25 22:48:44,147 semantic_segmentation INFO: Iters: 76800/150000 || Lr: 0.010486 || Task Loss: 0.3977 || KD Loss: 0.0985|| 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, 12:02:28 || Estimated Time: 1 day, 10:21:06
2023-07-25 22:48:44,260 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 22:48:44,716 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-25 22:48:44,743 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-25 22:48:44,755 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.165
2023-07-25 22:48:44,769 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.165
2023-07-25 22:48:44,782 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.240
2023-07-25 22:48:44,793 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.285
2023-07-25 22:48:44,807 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.331
2023-07-25 22:48:44,821 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.334
2023-07-25 22:48:44,832 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.334
2023-07-25 22:48:44,846 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.374
2023-07-25 22:48:44,860 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.939, mIoU: 0.411
2023-07-25 22:48:44,874 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.425
2023-07-25 22:48:44,886 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.445
2023-07-25 22:48:44,899 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.430
2023-07-25 22:48:44,913 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.425
2023-07-25 22:48:44,925 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.419
2023-07-25 22:48:44,935 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.417
2023-07-25 22:48:44,947 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.416
2023-07-25 22:48:44,961 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.418
2023-07-25 22:48:44,976 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.462
2023-07-25 22:48:44,990 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.463
2023-07-25 22:48:45,004 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.472
2023-07-25 22:48:45,018 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.499
2023-07-25 22:48:45,033 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.524
2023-07-25 22:48:45,048 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.512
2023-07-25 22:48:45,062 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.514
2023-07-25 22:48:45,076 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.516
2023-07-25 22:48:45,088 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.516
2023-07-25 22:48:45,103 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.509
2023-07-25 22:48:45,117 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.509
2023-07-25 22:48:45,131 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.509
2023-07-25 22:48:45,146 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.510
2023-07-25 22:48:45,160 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.517
2023-07-25 22:48:45,174 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.511
2023-07-25 22:48:45,189 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.521
2023-07-25 22:48:45,204 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.521
2023-07-25 22:48:45,217 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.521
2023-07-25 22:48:45,229 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.566
2023-07-25 22:48:45,245 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.569
2023-07-25 22:48:45,257 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.568
2023-07-25 22:48:45,270 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.595
2023-07-25 22:48:45,285 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.595
2023-07-25 22:48:45,299 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.588
2023-07-25 22:48:45,312 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.588
2023-07-25 22:48:45,326 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.593
2023-07-25 22:48:45,342 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.597
2023-07-25 22:48:45,356 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.601
2023-07-25 22:48:45,369 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.602
2023-07-25 22:48:45,383 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.603
2023-07-25 22:48:45,399 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.602
2023-07-25 22:48:45,414 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-25 22:48:45,429 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.607
2023-07-25 22:48:45,442 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.604
2023-07-25 22:48:45,458 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.605
2023-07-25 22:48:45,472 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-25 22:48:45,484 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.607
2023-07-25 22:48:45,499 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.605
2023-07-25 22:48:45,515 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.605
2023-07-25 22:48:45,527 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.606
2023-07-25 22:48:45,541 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-25 22:48:45,554 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-25 22:48:45,567 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-25 22:48:45,579 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-25 22:48:45,596 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-25 22:48:45,608 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-25 22:48:45,622 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-25 22:48:45,635 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-25 22:48:45,648 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-25 22:48:45,661 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.706
2023-07-25 22:48:45,675 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 22:48:45,690 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 22:48:45,703 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-25 22:48:45,717 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-25 22:48:45,732 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-25 22:48:45,745 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-25 22:48:45,759 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-25 22:48:45,773 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-25 22:48:45,782 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.712
2023-07-25 22:48:45,797 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.714
2023-07-25 22:48:45,812 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-25 22:48:45,824 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.718
2023-07-25 22:48:45,838 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.717
2023-07-25 22:48:45,852 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.713
2023-07-25 22:48:45,867 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-25 22:48:45,882 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-25 22:48:45,896 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-25 22:48:45,910 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 22:48:45,925 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:45,939 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-25 22:48:45,951 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-25 22:48:45,965 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-25 22:48:45,980 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-25 22:48:45,994 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-25 22:48:46,008 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.712
2023-07-25 22:48:46,022 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.710
2023-07-25 22:48:46,036 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-25 22:48:46,049 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.710
2023-07-25 22:48:46,061 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-25 22:48:46,076 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-25 22:48:46,089 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-25 22:48:46,103 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-25 22:48:46,117 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-25 22:48:46,130 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-25 22:48:46,145 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-25 22:48:46,159 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-25 22:48:46,172 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-25 22:48:46,186 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-25 22:48:46,201 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-25 22:48:46,214 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-25 22:48:46,227 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-25 22:48:46,239 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-25 22:48:46,252 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-25 22:48:46,267 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-25 22:48:46,281 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-25 22:48:46,295 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-25 22:48:46,308 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-25 22:48:46,320 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-25 22:48:46,334 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-25 22:48:46,347 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 22:48:46,362 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:46,377 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:46,390 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:46,402 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:46,416 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:46,431 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 22:48:46,439 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:46,450 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:46,465 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:46,474 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:46,486 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:46,501 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:46,516 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 22:48:46,528 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:46,543 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 22:48:46,555 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 22:48:46,568 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 22:48:46,582 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:46,595 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:46,609 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 22:48:46,622 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:46,636 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 22:48:46,651 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 22:48:46,665 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 22:48:46,680 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 22:48:46,694 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-25 22:48:46,708 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-25 22:48:46,722 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 22:48:46,735 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:46,745 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 22:48:46,759 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 22:48:46,773 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 22:48:46,786 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 22:48:46,799 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-25 22:48:46,811 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-25 22:48:46,824 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 22:48:46,838 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 22:48:46,852 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 22:48:46,866 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-25 22:48:46,880 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-25 22:48:46,894 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:46,908 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:46,923 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:46,936 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:46,950 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:46,963 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:46,975 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 22:48:46,987 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:48:47,001 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 22:48:47,016 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 22:48:47,031 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 22:48:47,046 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-25 22:48:47,059 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 22:48:47,074 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-25 22:48:47,088 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-25 22:48:47,104 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-25 22:48:47,119 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 22:48:47,131 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 22:48:47,144 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 22:48:47,159 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 22:48:47,171 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.926, mIoU: 0.669
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2023-07-25 22:48:49,895 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 22:48:49,924 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.923, mIoU: 0.662
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2023-07-25 22:48:49,981 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.923, mIoU: 0.662
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2023-07-25 22:48:50,007 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-25 22:48:50,022 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 22:48:50,036 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 22:48:50,050 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.922, mIoU: 0.661
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2023-07-25 22:48:50,078 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.923, mIoU: 0.662
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2023-07-25 22:48:50,104 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-25 22:48:50,131 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.922, mIoU: 0.663
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2023-07-25 22:48:50,160 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-25 22:48:50,187 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 22:48:50,200 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 22:48:50,217 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 22:48:50,230 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 22:48:50,244 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.924, mIoU: 0.664
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2023-07-25 22:48:50,273 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 22:48:50,287 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-25 22:48:50,299 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 22:48:50,314 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 22:48:50,328 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 22:48:50,342 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-25 22:48:50,355 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-25 22:48:50,368 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 22:48:50,381 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-25 22:48:50,393 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.922, mIoU: 0.660
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2023-07-25 22:48:50,421 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.923, mIoU: 0.661
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2023-07-25 22:48:50,522 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-25 22:48:50,535 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 22:48:50,549 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 22:48:50,561 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 22:48:50,577 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-25 22:48:50,590 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 22:48:50,605 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-25 22:48:50,620 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 22:48:50,662 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-25 22:48:50,688 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 22:48:50,704 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 22:48:50,718 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 22:48:50,733 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 22:48:50,747 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 22:48:50,777 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 22:48:50,791 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 22:48:50,845 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 22:48:50,857 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 22:48:50,887 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 22:48:50,901 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-25 22:48:50,915 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 22:48:50,927 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-25 22:48:50,941 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-25 22:48:51,112 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-25 22:48:51,154 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:48:51,170 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-25 22:48:51,184 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-25 22:48:51,198 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.924, mIoU: 0.669
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2023-07-25 22:48:51,238 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:48:51,252 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:48:51,264 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:48:51,279 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 22:48:51,289 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 22:48:51,303 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 22:48:51,316 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 22:48:51,329 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:48:51,343 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 22:48:51,357 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 22:48:51,366 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:48:51,378 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-25 22:48:51,392 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 22:48:51,406 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,420 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,434 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,447 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,461 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:48:51,476 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:48:51,490 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:48:51,499 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 22:48:51,513 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-25 22:48:51,528 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:48:51,540 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-25 22:48:51,554 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,568 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,581 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,596 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,609 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,623 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:48:51,638 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,653 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,668 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,681 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,693 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,708 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:48:51,722 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,735 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,749 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 22:48:51,764 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,779 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 22:48:51,793 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,805 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-25 22:48:51,818 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:48:51,833 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 22:48:51,847 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 22:48:51,861 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,876 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,888 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,902 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,916 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-25 22:48:51,929 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 22:48:51,943 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-25 22:48:51,954 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 22:48:51,968 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 22:48:51,980 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-25 22:48:51,991 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 22:48:52,003 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-25 22:48:52,018 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 22:48:52,047 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-25 22:48:52,131 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-25 22:48:52,171 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-25 22:48:52,201 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-25 22:48:52,240 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.927, mIoU: 0.689
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2023-07-25 22:48:52,308 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 22:48:52,390 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-25 22:48:52,449 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:48:52,517 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,531 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-25 22:48:52,572 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,585 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,599 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,613 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,628 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,640 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,652 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,664 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,679 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,693 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,708 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,721 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,736 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,748 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:52,762 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:52,777 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:52,789 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,803 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:52,817 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:52,831 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,845 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,860 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,871 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:48:52,885 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,899 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,912 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:52,926 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:52,941 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:52,952 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:52,966 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:52,980 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:52,994 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,006 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,021 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,034 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,049 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,063 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,078 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,093 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:53,107 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,122 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,135 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:48:53,148 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:48:53,162 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,177 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,191 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,203 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,219 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,232 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,246 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,260 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,275 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,289 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,304 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:48:53,318 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,331 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,345 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,358 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:53,372 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:53,389 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:53,403 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 22:48:53,418 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-25 22:48:53,427 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:53,440 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,456 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,469 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,484 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,497 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,509 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,524 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,540 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,555 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,570 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,583 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,597 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,609 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,623 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,638 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,652 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,666 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:48:53,680 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,694 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,706 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,721 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-25 22:48:53,735 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,747 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,760 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,774 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:53,790 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,805 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-25 22:48:53,817 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:53,831 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:53,846 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-25 22:48:53,861 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,874 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,887 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,895 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:48:53,910 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,925 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,939 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,954 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,969 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:48:53,983 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:53,999 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,013 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,025 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,039 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,053 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,067 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,081 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,093 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,105 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 22:48:54,117 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 22:48:54,130 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 22:48:54,143 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,155 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 22:48:54,167 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,181 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,195 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,206 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,220 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,233 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,243 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,257 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,272 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,286 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,301 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,315 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 22:48:54,329 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,342 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,357 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,371 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,387 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,402 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,417 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:54,432 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:54,444 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:54,460 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:54,474 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,488 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,504 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 22:48:54,516 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,528 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,543 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,556 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,570 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,584 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,598 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,611 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:48:54,625 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,637 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,650 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,665 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,678 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,694 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,706 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,722 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,738 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,750 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,763 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,778 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,793 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,808 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,822 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:54,834 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,846 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,860 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,873 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:48:54,887 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 22:48:54,903 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:54,915 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,929 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,942 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,956 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:54,970 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:54,982 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:54,994 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,008 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,022 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,034 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,048 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,062 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,075 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,088 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,102 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,117 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,132 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,145 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,158 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:55,171 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,186 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:55,198 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:55,210 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:55,225 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,239 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,251 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,266 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,281 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,295 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,311 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,323 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,336 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,350 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,363 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,376 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,389 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,404 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,417 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,430 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,444 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,459 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,478 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,495 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,507 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,519 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,533 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,547 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,562 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,576 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,588 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:55,600 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,610 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,625 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,639 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,653 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,666 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,676 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,689 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,703 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,718 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,731 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,745 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 22:48:55,757 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,772 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,784 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,799 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,811 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,826 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,840 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:55,852 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,867 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,881 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,896 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,910 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,925 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,939 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,953 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,967 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,981 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:55,996 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,008 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,021 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,033 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,049 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,062 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,078 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,093 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,104 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,117 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,133 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,147 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,159 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,174 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,188 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,200 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,215 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,230 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,243 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,256 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,266 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,282 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,296 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-25 22:48:56,310 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,323 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,337 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,351 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,365 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,379 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,392 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,406 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,418 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,432 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 22:48:56,446 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 22:48:56,458 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 22:48:56,473 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,485 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,500 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,516 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,530 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,543 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,558 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,571 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,585 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,600 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,614 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,629 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,643 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,653 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,666 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,679 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,693 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,707 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,723 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,735 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,750 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,764 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,777 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,792 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,807 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,819 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,834 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,848 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,862 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,874 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,888 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 22:48:56,902 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,917 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 22:48:56,929 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,944 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,958 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:56,971 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:56,985 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 22:48:56,999 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,011 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,025 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,038 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,052 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,067 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,081 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,096 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,110 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,125 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,138 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,150 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,165 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,177 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,190 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,204 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,219 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,233 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,248 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,260 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,272 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,287 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,301 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,313 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,328 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,341 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,356 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,370 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,386 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,401 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,415 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,424 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,440 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,455 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,468 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,482 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,497 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:57,512 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,525 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,539 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,552 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,567 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:57,580 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:57,594 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:57,609 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:57,623 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:57,635 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:57,648 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:57,662 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:57,675 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:57,686 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:57,700 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,714 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,728 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,735 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,747 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,759 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,771 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:57,782 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,796 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:57,810 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:57,824 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:57,835 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:57,848 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:57,861 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:57,872 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:57,886 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:57,899 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,913 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,927 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,941 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,956 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,967 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-25 22:48:57,979 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:57,994 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,009 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,023 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,038 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 22:48:58,050 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,060 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,071 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,084 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,095 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,110 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,122 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,137 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,152 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,166 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,179 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,193 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,207 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,221 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,236 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,249 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,262 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,276 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,290 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 22:48:58,302 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,314 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,327 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,339 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,353 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,365 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,379 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,393 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,410 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,424 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 22:48:58,436 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 22:48:58,450 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-25 22:48:58,464 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,478 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,492 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,504 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,517 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,532 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,546 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,560 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-25 22:48:58,574 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 22:48:58,588 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 22:48:58,603 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-25 22:48:58,616 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,630 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,642 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,657 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,666 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,678 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,692 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-25 22:48:58,704 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,719 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,733 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:58,747 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,763 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,778 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 22:48:58,792 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 22:48:58,807 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:58,819 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,834 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,847 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:58,862 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:58,876 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,889 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,903 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,916 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:58,930 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,945 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,959 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,973 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,987 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:58,999 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:59,011 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 22:48:59,025 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 22:48:59,037 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:59,050 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:59,064 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 22:48:59,078 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:59,091 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:59,103 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 22:48:59,115 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 22:48:59,130 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,144 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,158 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,171 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,183 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,198 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,212 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 22:48:59,228 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,242 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,256 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,270 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,284 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,298 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,313 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,327 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 22:48:59,340 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,355 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,367 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,381 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,396 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,411 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,423 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 22:48:59,437 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:59,451 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,466 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:59,479 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:59,493 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,507 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,521 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,536 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,551 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,566 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,578 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:48:59,592 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,608 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,621 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,635 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:59,648 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:48:59,657 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,671 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,686 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,698 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 22:48:59,713 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,729 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,741 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,754 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,769 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,783 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,797 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,813 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,826 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,842 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,856 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,868 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:48:59,882 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,895 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,909 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,921 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,933 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,947 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,960 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,974 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:48:59,988 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,001 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 22:49:00,029 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:49:00,042 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:49:00,058 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,073 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 22:49:00,117 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,132 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-25 22:49:00,161 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,176 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 22:49:00,203 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,215 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-25 22:49:00,328 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,342 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-25 22:49:00,462 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,474 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 22:49:00,513 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 22:49:00,542 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,555 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,569 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,583 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,594 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,609 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:00,623 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,637 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,652 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,664 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,676 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,691 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,705 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,719 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,732 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,747 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,763 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,776 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,787 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,801 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 22:49:00,816 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:49:00,830 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 22:49:00,844 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,856 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,870 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,884 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:00,896 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,910 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,924 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,938 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,953 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,968 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,982 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:00,995 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,009 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,022 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,035 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-25 22:49:01,066 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,079 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,093 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,104 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,119 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,139 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,153 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,166 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,180 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,196 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,210 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,222 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,237 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,251 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,261 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,276 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,290 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,305 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,317 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,329 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,343 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,357 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,371 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,383 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,398 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,410 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,422 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,437 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,451 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,465 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,479 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,494 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,507 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,521 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,535 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,550 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,565 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 22:49:01,578 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,590 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,605 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,620 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 22:49:01,634 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,647 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,659 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,673 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,687 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,700 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,712 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:49:01,727 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,742 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,756 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,769 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 22:49:01,783 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 22:49:01,798 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,811 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,824 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,839 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,851 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:49:01,865 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,880 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,894 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,908 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:01,923 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:01,937 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:01,951 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:01,965 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:01,979 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:01,993 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,008 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,022 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,037 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,051 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,063 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,075 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,089 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,104 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,116 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,131 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,145 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,159 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,173 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,187 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,202 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,215 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,228 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,241 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,254 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,267 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,280 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,294 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:02,309 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,322 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,335 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,349 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:49:02,404 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:49:02,473 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,485 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,499 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,514 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,528 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,540 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:49:02,600 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:49:02,640 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,653 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,667 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,680 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:02,694 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:02,708 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 22:49:02,738 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 22:49:02,752 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 22:49:02,781 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 22:49:02,790 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-25 22:49:02,940 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 22:49:02,954 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 22:49:03,011 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 22:49:03,078 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-25 22:49:03,170 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 22:49:03,183 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 22:49:03,196 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,209 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,221 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,233 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,247 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,261 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 22:49:03,274 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,287 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,301 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,316 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,331 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,345 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,360 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,367 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,381 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,393 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,405 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,419 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,433 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,447 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,461 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,477 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,492 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 22:49:03,507 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,519 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,534 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,549 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,564 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,580 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,596 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,612 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,625 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,639 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,653 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,668 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:03,680 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,692 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,706 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,720 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,734 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 22:49:03,749 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,764 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,780 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,794 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,807 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,821 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:03,834 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,848 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,862 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,877 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:03,891 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:03,903 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:03,918 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,932 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,947 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,961 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,975 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:03,990 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,004 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,016 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,030 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,042 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,057 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,071 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,085 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,100 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,115 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,128 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,138 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,152 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,165 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,179 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,194 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,208 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,222 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,233 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,242 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,258 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,273 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,287 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,299 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,314 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,328 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,340 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,354 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,368 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,381 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,395 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,407 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,421 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,435 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,449 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 22:49:04,461 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,475 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,489 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,503 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,517 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,529 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,543 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,557 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 22:49:04,572 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 22:49:20,660 semantic_segmentation INFO: Iters: 76810/150000 || Lr: 0.010485 || Task Loss: 0.5359 || KD Loss: 0.0913|| 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, 12:03:05 || Estimated Time: 1 day, 10:21:07
2023-07-25 22:49:36,719 semantic_segmentation INFO: Iters: 76820/150000 || Lr: 0.010484 || Task Loss: 0.3254 || KD Loss: 0.0579|| 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, 12:03:21 || Estimated Time: 1 day, 10:20:50
2023-07-25 22:49:52,846 semantic_segmentation INFO: Iters: 76830/150000 || Lr: 0.010482 || Task Loss: 0.4424 || KD Loss: 0.1152|| 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, 12:03:37 || Estimated Time: 1 day, 10:20:32
2023-07-25 22:50:08,995 semantic_segmentation INFO: Iters: 76840/150000 || Lr: 0.010481 || Task Loss: 0.3184 || KD Loss: 0.0442|| 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, 12:03:53 || Estimated Time: 1 day, 10:20:15
2023-07-25 22:50:25,125 semantic_segmentation INFO: Iters: 76850/150000 || Lr: 0.010480 || Task Loss: 0.4244 || KD Loss: 0.0823|| 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, 12:04:09 || Estimated Time: 1 day, 10:19:57
2023-07-25 22:50:41,303 semantic_segmentation INFO: Iters: 76860/150000 || Lr: 0.010478 || Task Loss: 0.3531 || KD Loss: 0.0701|| 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, 12:04:25 || Estimated Time: 1 day, 10:19:39
2023-07-25 22:50:57,480 semantic_segmentation INFO: Iters: 76870/150000 || Lr: 0.010477 || Task Loss: 0.4465 || KD Loss: 0.1161|| 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, 12:04:41 || Estimated Time: 1 day, 10:19:22
2023-07-25 22:51:13,631 semantic_segmentation INFO: Iters: 76880/150000 || Lr: 0.010476 || Task Loss: 0.3989 || KD Loss: 0.0679|| 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, 12:04:58 || Estimated Time: 1 day, 10:19:04
2023-07-25 22:51:29,764 semantic_segmentation INFO: Iters: 76890/150000 || Lr: 0.010474 || Task Loss: 0.3395 || KD Loss: 0.0667|| 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, 12:05:14 || Estimated Time: 1 day, 10:18:47
2023-07-25 22:51:45,849 semantic_segmentation INFO: Iters: 76900/150000 || Lr: 0.010473 || Task Loss: 0.3568 || KD Loss: 0.0460|| 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, 12:05:30 || Estimated Time: 1 day, 10:18:29
2023-07-25 22:52:04,689 semantic_segmentation INFO: Iters: 76910/150000 || Lr: 0.010472 || Task Loss: 0.3512 || KD Loss: 0.1363|| 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, 12:05:49 || Estimated Time: 1 day, 10:18:14
2023-07-25 22:52:21,434 semantic_segmentation INFO: Iters: 76920/150000 || Lr: 0.010471 || Task Loss: 0.3313 || KD Loss: 0.0531|| 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, 12:06:05 || Estimated Time: 1 day, 10:17:57
2023-07-25 22:52:37,517 semantic_segmentation INFO: Iters: 76930/150000 || Lr: 0.010469 || Task Loss: 0.4055 || KD Loss: 0.0515|| 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, 12:06:21 || Estimated Time: 1 day, 10:17:39
2023-07-25 22:52:53,630 semantic_segmentation INFO: Iters: 76940/150000 || Lr: 0.010468 || Task Loss: 0.6210 || KD Loss: 0.1708|| 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, 12:06:38 || Estimated Time: 1 day, 10:17:21
2023-07-25 22:53:09,756 semantic_segmentation INFO: Iters: 76950/150000 || Lr: 0.010467 || Task Loss: 0.4222 || KD Loss: 0.0742|| 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, 12:06:54 || Estimated Time: 1 day, 10:17:04
2023-07-25 22:53:25,930 semantic_segmentation INFO: Iters: 76960/150000 || Lr: 0.010465 || Task Loss: 0.5831 || KD Loss: 0.1023|| 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, 12:07:10 || Estimated Time: 1 day, 10:16:46
2023-07-25 22:53:42,067 semantic_segmentation INFO: Iters: 76970/150000 || Lr: 0.010464 || Task Loss: 0.6832 || KD Loss: 0.2104|| 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, 12:07:26 || Estimated Time: 1 day, 10:16:29
2023-07-25 22:53:58,234 semantic_segmentation INFO: Iters: 76980/150000 || Lr: 0.010463 || Task Loss: 0.3399 || KD Loss: 0.0793|| 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, 12:07:42 || Estimated Time: 1 day, 10:16:11
2023-07-25 22:54:14,329 semantic_segmentation INFO: Iters: 76990/150000 || Lr: 0.010462 || Task Loss: 0.3685 || KD Loss: 0.0623|| 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, 12:07:58 || Estimated Time: 1 day, 10:15:53
2023-07-25 22:54:30,472 semantic_segmentation INFO: Iters: 77000/150000 || Lr: 0.010460 || Task Loss: 0.3568 || KD Loss: 0.0950|| 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, 12:08:14 || Estimated Time: 1 day, 10:15:36
2023-07-25 22:54:46,645 semantic_segmentation INFO: Iters: 77010/150000 || Lr: 0.010459 || Task Loss: 0.4216 || KD Loss: 0.0586|| 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, 12:08:31 || Estimated Time: 1 day, 10:15:18
2023-07-25 22:55:02,767 semantic_segmentation INFO: Iters: 77020/150000 || Lr: 0.010458 || Task Loss: 0.5065 || KD Loss: 0.0767|| 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, 12:08:47 || Estimated Time: 1 day, 10:15:01
2023-07-25 22:55:18,930 semantic_segmentation INFO: Iters: 77030/150000 || Lr: 0.010456 || Task Loss: 0.2722 || KD Loss: 0.0348|| 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, 12:09:03 || Estimated Time: 1 day, 10:14:43
2023-07-25 22:55:35,266 semantic_segmentation INFO: Iters: 77040/150000 || Lr: 0.010455 || Task Loss: 0.3349 || KD Loss: 0.0409|| 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, 12:09:19 || Estimated Time: 1 day, 10:14:26
2023-07-25 22:55:51,363 semantic_segmentation INFO: Iters: 77050/150000 || Lr: 0.010454 || Task Loss: 0.4168 || KD Loss: 0.0761|| 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, 12:09:35 || Estimated Time: 1 day, 10:14:08
2023-07-25 22:56:07,462 semantic_segmentation INFO: Iters: 77060/150000 || Lr: 0.010453 || Task Loss: 0.6043 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:09:51 || Estimated Time: 1 day, 10:13:50
2023-07-25 22:56:23,604 semantic_segmentation INFO: Iters: 77070/150000 || Lr: 0.010451 || Task Loss: 0.3258 || KD Loss: 0.0790|| 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, 12:10:08 || Estimated Time: 1 day, 10:13:33
2023-07-25 22:56:39,701 semantic_segmentation INFO: Iters: 77080/150000 || Lr: 0.010450 || Task Loss: 0.3410 || KD Loss: 0.0951|| 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, 12:10:24 || Estimated Time: 1 day, 10:13:15
2023-07-25 22:56:55,875 semantic_segmentation INFO: Iters: 77090/150000 || Lr: 0.010449 || Task Loss: 0.4337 || KD Loss: 0.1085|| 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, 12:10:40 || Estimated Time: 1 day, 10:12:57
2023-07-25 22:57:12,029 semantic_segmentation INFO: Iters: 77100/150000 || Lr: 0.010447 || Task Loss: 0.4418 || KD Loss: 0.0872|| 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, 12:10:56 || Estimated Time: 1 day, 10:12:40
2023-07-25 22:57:28,177 semantic_segmentation INFO: Iters: 77110/150000 || Lr: 0.010446 || Task Loss: 0.4179 || KD Loss: 0.0479|| 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: 1 day, 12:11:12 || Estimated Time: 1 day, 10:12:22
2023-07-25 22:57:44,286 semantic_segmentation INFO: Iters: 77120/150000 || Lr: 0.010445 || Task Loss: 0.5016 || KD Loss: 0.0774|| 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, 12:11:28 || Estimated Time: 1 day, 10:12:05
2023-07-25 22:58:00,487 semantic_segmentation INFO: Iters: 77130/150000 || Lr: 0.010444 || Task Loss: 0.4479 || KD Loss: 0.0732|| 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, 12:11:44 || Estimated Time: 1 day, 10:11:47
2023-07-25 22:58:16,599 semantic_segmentation INFO: Iters: 77140/150000 || Lr: 0.010442 || Task Loss: 0.4518 || KD Loss: 0.0875|| 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, 12:12:01 || Estimated Time: 1 day, 10:11:29
2023-07-25 22:58:32,616 semantic_segmentation INFO: Iters: 77150/150000 || Lr: 0.010441 || Task Loss: 0.3186 || KD Loss: 0.0751|| 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, 12:12:17 || Estimated Time: 1 day, 10:11:12
2023-07-25 22:58:48,732 semantic_segmentation INFO: Iters: 77160/150000 || Lr: 0.010440 || Task Loss: 0.2240 || KD Loss: 0.0377|| 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, 12:12:33 || Estimated Time: 1 day, 10:10:54
2023-07-25 22:59:04,838 semantic_segmentation INFO: Iters: 77170/150000 || Lr: 0.010438 || Task Loss: 0.4099 || KD Loss: 0.0878|| 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, 12:12:49 || Estimated Time: 1 day, 10:10:36
2023-07-25 22:59:20,974 semantic_segmentation INFO: Iters: 77180/150000 || Lr: 0.010437 || Task Loss: 0.4182 || KD Loss: 0.0852|| 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, 12:13:05 || Estimated Time: 1 day, 10:10:19
2023-07-25 22:59:37,135 semantic_segmentation INFO: Iters: 77190/150000 || Lr: 0.010436 || Task Loss: 0.4668 || KD Loss: 0.0948|| 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, 12:13:21 || Estimated Time: 1 day, 10:10:01
2023-07-25 22:59:53,237 semantic_segmentation INFO: Iters: 77200/150000 || Lr: 0.010434 || Task Loss: 0.5611 || KD Loss: 0.1639|| 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, 12:13:37 || Estimated Time: 1 day, 10:09:44
2023-07-25 23:00:09,385 semantic_segmentation INFO: Iters: 77210/150000 || Lr: 0.010433 || Task Loss: 0.4462 || KD Loss: 0.0701|| 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, 12:13:53 || Estimated Time: 1 day, 10:09:26
2023-07-25 23:00:25,456 semantic_segmentation INFO: Iters: 77220/150000 || Lr: 0.010432 || Task Loss: 0.4900 || KD Loss: 0.1314|| 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, 12:14:09 || Estimated Time: 1 day, 10:09:08
2023-07-25 23:00:41,552 semantic_segmentation INFO: Iters: 77230/150000 || Lr: 0.010431 || Task Loss: 0.4414 || KD Loss: 0.0561|| 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, 12:14:26 || Estimated Time: 1 day, 10:08:51
2023-07-25 23:00:57,654 semantic_segmentation INFO: Iters: 77240/150000 || Lr: 0.010429 || Task Loss: 0.3592 || KD Loss: 0.0701|| 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, 12:14:42 || Estimated Time: 1 day, 10:08:33
2023-07-25 23:01:13,694 semantic_segmentation INFO: Iters: 77250/150000 || Lr: 0.010428 || Task Loss: 0.3617 || KD Loss: 0.1052|| 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, 12:14:58 || Estimated Time: 1 day, 10:08:15
2023-07-25 23:01:29,859 semantic_segmentation INFO: Iters: 77260/150000 || Lr: 0.010427 || Task Loss: 0.4016 || KD Loss: 0.0799|| 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, 12:15:14 || Estimated Time: 1 day, 10:07:58
2023-07-25 23:01:46,027 semantic_segmentation INFO: Iters: 77270/150000 || Lr: 0.010425 || Task Loss: 0.3492 || KD Loss: 0.0854|| 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, 12:15:30 || Estimated Time: 1 day, 10:07:40
2023-07-25 23:02:02,205 semantic_segmentation INFO: Iters: 77280/150000 || Lr: 0.010424 || Task Loss: 0.3205 || KD Loss: 0.0611|| 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, 12:15:46 || Estimated Time: 1 day, 10:07:23
2023-07-25 23:02:18,304 semantic_segmentation INFO: Iters: 77290/150000 || Lr: 0.010423 || Task Loss: 0.4566 || KD Loss: 0.0987|| 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, 12:16:02 || Estimated Time: 1 day, 10:07:05
2023-07-25 23:02:34,583 semantic_segmentation INFO: Iters: 77300/150000 || Lr: 0.010422 || Task Loss: 0.3146 || KD Loss: 0.0498|| 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, 12:16:19 || Estimated Time: 1 day, 10:06:48
2023-07-25 23:02:50,711 semantic_segmentation INFO: Iters: 77310/150000 || Lr: 0.010420 || Task Loss: 0.3200 || KD Loss: 0.0959|| 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, 12:16:35 || Estimated Time: 1 day, 10:06:30
2023-07-25 23:03:06,847 semantic_segmentation INFO: Iters: 77320/150000 || Lr: 0.010419 || Task Loss: 0.3994 || KD Loss: 0.0713|| 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, 12:16:51 || Estimated Time: 1 day, 10:06:12
2023-07-25 23:03:23,142 semantic_segmentation INFO: Iters: 77330/150000 || Lr: 0.010418 || Task Loss: 0.3443 || KD Loss: 0.0819|| 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, 12:17:07 || Estimated Time: 1 day, 10:05:55
2023-07-25 23:03:39,296 semantic_segmentation INFO: Iters: 77340/150000 || Lr: 0.010416 || Task Loss: 0.2519 || KD Loss: 0.0461|| 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, 12:17:23 || Estimated Time: 1 day, 10:05:37
2023-07-25 23:03:55,453 semantic_segmentation INFO: Iters: 77350/150000 || Lr: 0.010415 || Task Loss: 0.4441 || KD Loss: 0.0579|| 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, 12:17:39 || Estimated Time: 1 day, 10:05:20
2023-07-25 23:04:11,581 semantic_segmentation INFO: Iters: 77360/150000 || Lr: 0.010414 || Task Loss: 0.3179 || KD Loss: 0.0563|| 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, 12:17:56 || Estimated Time: 1 day, 10:05:02
2023-07-25 23:04:27,726 semantic_segmentation INFO: Iters: 77370/150000 || Lr: 0.010413 || Task Loss: 0.4747 || KD Loss: 0.1088|| 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, 12:18:12 || Estimated Time: 1 day, 10:04:44
2023-07-25 23:04:43,865 semantic_segmentation INFO: Iters: 77380/150000 || Lr: 0.010411 || Task Loss: 0.2956 || KD Loss: 0.0453|| 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, 12:18:28 || Estimated Time: 1 day, 10:04:27
2023-07-25 23:05:00,005 semantic_segmentation INFO: Iters: 77390/150000 || Lr: 0.010410 || Task Loss: 0.3867 || KD Loss: 0.0817|| 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, 12:18:44 || Estimated Time: 1 day, 10:04:09
2023-07-25 23:05:16,112 semantic_segmentation INFO: Iters: 77400/150000 || Lr: 0.010409 || Task Loss: 0.3976 || KD Loss: 0.0443|| 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, 12:19:00 || Estimated Time: 1 day, 10:03:52
2023-07-25 23:05:32,231 semantic_segmentation INFO: Iters: 77410/150000 || Lr: 0.010407 || Task Loss: 0.2799 || KD Loss: 0.0477|| 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, 12:19:16 || Estimated Time: 1 day, 10:03:34
2023-07-25 23:05:48,301 semantic_segmentation INFO: Iters: 77420/150000 || Lr: 0.010406 || Task Loss: 0.2897 || KD Loss: 0.0643|| 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, 12:19:32 || Estimated Time: 1 day, 10:03:16
2023-07-25 23:06:04,451 semantic_segmentation INFO: Iters: 77430/150000 || Lr: 0.010405 || Task Loss: 0.4579 || KD Loss: 0.1053|| 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, 12:19:48 || Estimated Time: 1 day, 10:02:59
2023-07-25 23:06:20,555 semantic_segmentation INFO: Iters: 77440/150000 || Lr: 0.010404 || Task Loss: 0.3580 || KD Loss: 0.0516|| 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, 12:20:05 || Estimated Time: 1 day, 10:02:41
2023-07-25 23:06:36,648 semantic_segmentation INFO: Iters: 77450/150000 || Lr: 0.010402 || Task Loss: 0.3642 || KD Loss: 0.0648|| 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, 12:20:21 || Estimated Time: 1 day, 10:02:24
2023-07-25 23:06:52,714 semantic_segmentation INFO: Iters: 77460/150000 || Lr: 0.010401 || Task Loss: 0.3955 || KD Loss: 0.0863|| 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, 12:20:37 || Estimated Time: 1 day, 10:02:06
2023-07-25 23:07:08,797 semantic_segmentation INFO: Iters: 77470/150000 || Lr: 0.010400 || Task Loss: 0.4891 || 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, 12:20:53 || Estimated Time: 1 day, 10:01:48
2023-07-25 23:07:24,872 semantic_segmentation INFO: Iters: 77480/150000 || Lr: 0.010398 || Task Loss: 0.4235 || KD Loss: 0.0570|| 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, 12:21:09 || Estimated Time: 1 day, 10:01:31
2023-07-25 23:07:40,966 semantic_segmentation INFO: Iters: 77490/150000 || Lr: 0.010397 || Task Loss: 0.3804 || KD Loss: 0.0618|| 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, 12:21:25 || Estimated Time: 1 day, 10:01:13
2023-07-25 23:07:57,043 semantic_segmentation INFO: Iters: 77500/150000 || Lr: 0.010396 || Task Loss: 0.4310 || KD Loss: 0.0666|| 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, 12:21:41 || Estimated Time: 1 day, 10:00:55
2023-07-25 23:08:13,101 semantic_segmentation INFO: Iters: 77510/150000 || Lr: 0.010394 || Task Loss: 0.3011 || KD Loss: 0.0683|| 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, 12:21:57 || Estimated Time: 1 day, 10:00:38
2023-07-25 23:08:29,237 semantic_segmentation INFO: Iters: 77520/150000 || Lr: 0.010393 || Task Loss: 0.4854 || KD Loss: 0.1212|| 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, 12:22:13 || Estimated Time: 1 day, 10:00:20
2023-07-25 23:08:45,337 semantic_segmentation INFO: Iters: 77530/150000 || Lr: 0.010392 || Task Loss: 0.3312 || KD Loss: 0.0734|| 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, 12:22:29 || Estimated Time: 1 day, 10:00:02
2023-07-25 23:09:01,442 semantic_segmentation INFO: Iters: 77540/150000 || Lr: 0.010391 || Task Loss: 0.3090 || KD Loss: 0.0630|| 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, 12:22:45 || Estimated Time: 1 day, 9:59:45
2023-07-25 23:09:17,514 semantic_segmentation INFO: Iters: 77550/150000 || Lr: 0.010389 || Task Loss: 0.4019 || KD Loss: 0.0514|| 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, 12:23:01 || Estimated Time: 1 day, 9:59:27
2023-07-25 23:09:33,584 semantic_segmentation INFO: Iters: 77560/150000 || Lr: 0.010388 || Task Loss: 0.3167 || KD Loss: 0.0519|| 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, 12:23:18 || Estimated Time: 1 day, 9:59:09
2023-07-25 23:09:49,703 semantic_segmentation INFO: Iters: 77570/150000 || Lr: 0.010387 || Task Loss: 0.3141 || KD Loss: 0.0377|| 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, 12:23:34 || Estimated Time: 1 day, 9:58:52
2023-07-25 23:10:05,792 semantic_segmentation INFO: Iters: 77580/150000 || Lr: 0.010385 || Task Loss: 0.5198 || KD Loss: 0.1295|| 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, 12:23:50 || Estimated Time: 1 day, 9:58:34
2023-07-25 23:10:21,937 semantic_segmentation INFO: Iters: 77590/150000 || Lr: 0.010384 || Task Loss: 0.6627 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:24:06 || Estimated Time: 1 day, 9:58:17
2023-07-25 23:10:38,022 semantic_segmentation INFO: Iters: 77600/150000 || Lr: 0.010383 || Task Loss: 0.3345 || KD Loss: 0.0725|| 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, 12:24:22 || Estimated Time: 1 day, 9:57:59
2023-07-25 23:10:38,134 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:10:38,584 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-25 23:10:38,596 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.136
2023-07-25 23:10:38,608 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.169
2023-07-25 23:10:38,622 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.169
2023-07-25 23:10:38,634 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.245
2023-07-25 23:10:38,646 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.291
2023-07-25 23:10:38,660 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.335
2023-07-25 23:10:38,674 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.339
2023-07-25 23:10:38,686 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.339
2023-07-25 23:10:38,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.376
2023-07-25 23:10:38,713 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.442
2023-07-25 23:10:38,727 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.458
2023-07-25 23:10:38,739 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.477
2023-07-25 23:10:38,753 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.460
2023-07-25 23:10:38,767 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.458
2023-07-25 23:10:38,779 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.454
2023-07-25 23:10:38,790 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.446
2023-07-25 23:10:38,802 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.446
2023-07-25 23:10:38,816 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.441
2023-07-25 23:10:38,832 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.485
2023-07-25 23:10:38,847 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.485
2023-07-25 23:10:38,862 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.496
2023-07-25 23:10:38,876 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.536
2023-07-25 23:10:38,892 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.561
2023-07-25 23:10:38,908 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.567
2023-07-25 23:10:38,922 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.550
2023-07-25 23:10:38,936 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.555
2023-07-25 23:10:38,947 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.555
2023-07-25 23:10:38,961 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.542
2023-07-25 23:10:38,975 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.542
2023-07-25 23:10:38,989 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.542
2023-07-25 23:10:39,004 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.541
2023-07-25 23:10:39,018 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.545
2023-07-25 23:10:39,032 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.542
2023-07-25 23:10:39,047 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.575
2023-07-25 23:10:39,061 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.575
2023-07-25 23:10:39,074 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.575
2023-07-25 23:10:39,087 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.619
2023-07-25 23:10:39,103 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.622
2023-07-25 23:10:39,115 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.619
2023-07-25 23:10:39,128 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.649
2023-07-25 23:10:39,142 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.648
2023-07-25 23:10:39,156 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.644
2023-07-25 23:10:39,169 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.644
2023-07-25 23:10:39,184 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.655
2023-07-25 23:10:39,199 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.658
2023-07-25 23:10:39,212 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-25 23:10:39,225 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-25 23:10:39,239 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.664
2023-07-25 23:10:39,255 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.658
2023-07-25 23:10:39,270 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-25 23:10:39,284 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-25 23:10:39,296 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.653
2023-07-25 23:10:39,311 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.650
2023-07-25 23:10:39,326 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.653
2023-07-25 23:10:39,338 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.652
2023-07-25 23:10:39,353 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.648
2023-07-25 23:10:39,369 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-25 23:10:39,381 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.648
2023-07-25 23:10:39,396 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-25 23:10:39,408 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-25 23:10:39,422 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-25 23:10:39,434 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-25 23:10:39,452 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-25 23:10:39,465 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-25 23:10:39,480 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-25 23:10:39,495 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-25 23:10:39,508 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-25 23:10:39,523 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.727
2023-07-25 23:10:39,537 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-25 23:10:39,553 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-25 23:10:39,566 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-25 23:10:39,581 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-25 23:10:39,596 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-25 23:10:39,610 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-25 23:10:39,625 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-25 23:10:39,639 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-25 23:10:39,648 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-25 23:10:39,662 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-25 23:10:39,677 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-25 23:10:39,689 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-25 23:10:39,703 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-25 23:10:39,717 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-25 23:10:39,731 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-25 23:10:39,746 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-25 23:10:39,759 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 23:10:39,773 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-25 23:10:39,787 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-25 23:10:39,801 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-25 23:10:39,813 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-25 23:10:39,827 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-25 23:10:39,841 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-25 23:10:39,856 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-25 23:10:39,870 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-25 23:10:39,885 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-25 23:10:39,899 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-25 23:10:39,912 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-25 23:10:39,924 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-25 23:10:39,939 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 23:10:39,951 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-25 23:10:39,966 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-25 23:10:39,979 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:10:39,992 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-25 23:10:40,006 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:10:40,020 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-25 23:10:40,032 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:10:40,047 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-25 23:10:40,180 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-25 23:10:40,236 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.709
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2023-07-25 23:10:40,326 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-25 23:10:41,835 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.921, mIoU: 0.663
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2023-07-25 23:10:45,425 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 23:10:45,569 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 23:10:45,583 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 23:10:45,597 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-25 23:10:45,612 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.925, mIoU: 0.675
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2023-07-25 23:10:45,641 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 23:10:45,653 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 23:10:45,666 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 23:10:45,680 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 23:10:45,694 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-25 23:10:45,708 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 23:10:45,722 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 23:10:45,734 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 23:10:45,748 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 23:10:45,762 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-25 23:10:45,774 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-25 23:10:45,788 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-25 23:10:45,799 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 23:10:45,813 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-25 23:10:45,826 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-25 23:10:45,837 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,849 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,863 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,878 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 23:10:45,892 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,906 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,915 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-25 23:10:45,929 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 23:10:45,987 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-25 23:10:46,056 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 23:10:46,068 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 23:10:46,080 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 23:10:46,096 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.924, mIoU: 0.676
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2023-07-25 23:10:46,123 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-25 23:10:46,136 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-25 23:10:46,179 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-25 23:10:46,207 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 23:10:46,263 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-25 23:10:46,362 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 23:10:46,376 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-25 23:10:46,391 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 23:10:46,471 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 23:10:46,645 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,659 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,673 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,687 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,701 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 23:10:46,727 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,741 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.924, mIoU: 0.677
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2023-07-25 23:10:46,768 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-25 23:10:46,783 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 23:10:46,794 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 23:10:46,808 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-25 23:10:46,822 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:46,836 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:46,849 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:46,863 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:46,877 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:46,891 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 23:10:46,905 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 23:10:46,920 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 23:10:46,934 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 23:10:46,962 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-25 23:10:46,976 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-25 23:10:46,988 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-25 23:10:47,002 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 23:10:47,017 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 23:10:47,031 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 23:10:47,044 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 23:10:47,072 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-25 23:10:47,118 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 23:10:47,132 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-25 23:10:47,147 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 23:10:47,162 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 23:10:47,175 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 23:10:47,189 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 23:10:47,203 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-25 23:10:47,218 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-25 23:10:47,235 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-25 23:10:47,249 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 23:10:47,263 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 23:10:47,273 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-25 23:10:47,286 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 23:10:47,300 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-25 23:10:47,313 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 23:10:47,340 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-25 23:10:47,352 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-25 23:10:47,410 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 23:10:47,437 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-25 23:10:47,450 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 23:10:47,479 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-25 23:10:47,580 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-25 23:10:48,137 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,151 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,166 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,178 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,193 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,208 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,225 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,240 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,254 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:48,268 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:48,281 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:48,293 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:48,305 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,320 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,337 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,349 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,362 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,376 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,389 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,403 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,417 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,431 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,443 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,458 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,470 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,484 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:10:48,499 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,512 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:10:48,528 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,540 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,555 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,571 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,583 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,596 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,612 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,627 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,641 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,655 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:10:48,667 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,679 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,692 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,704 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:10:48,718 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-25 23:10:48,734 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,747 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,761 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,773 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,787 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,801 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,813 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,825 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,839 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,854 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,867 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,882 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,896 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,910 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,923 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:48,937 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,952 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,969 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,981 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:48,996 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:49,008 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:49,024 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:49,037 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:49,049 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:49,063 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:49,077 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:49,089 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:49,104 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:49,119 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:49,133 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,147 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,159 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,170 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,183 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,196 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,207 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,219 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,234 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,246 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,258 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,271 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,286 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,301 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,316 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,333 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,347 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,361 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,375 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,389 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,404 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,416 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,428 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,439 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,453 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,468 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,488 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,502 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:10:49,513 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,525 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,540 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,554 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,567 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:49,582 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,596 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,611 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,623 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,638 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:10:49,651 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,665 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,680 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,692 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,706 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,720 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:49,734 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:49,748 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,762 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:49,776 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:49,790 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:49,803 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:49,817 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:49,830 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,843 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,855 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,867 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:49,882 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:49,896 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,912 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,926 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,938 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:49,951 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:49,967 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:49,981 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:49,994 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:50,009 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:50,023 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:50,035 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,049 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,064 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,078 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,091 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,102 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,118 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:50,133 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:50,147 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:50,159 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:50,174 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-25 23:10:50,188 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 23:10:50,202 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,216 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,229 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,243 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,256 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,270 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,283 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,296 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,310 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 23:10:50,323 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 23:10:50,337 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,354 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,370 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,384 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,398 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,413 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,427 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,442 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,456 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,472 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,486 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,496 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,509 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,522 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,537 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,551 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,566 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:50,579 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,594 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,608 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,621 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,637 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,651 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,664 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,678 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:50,693 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-25 23:10:50,707 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,720 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,735 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:50,749 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,764 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,777 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,791 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,806 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,819 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,832 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,847 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,859 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,873 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,886 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,900 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,914 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,928 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,942 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,956 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,970 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,982 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:50,995 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:10:51,008 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,021 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,033 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,047 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,060 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,074 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,089 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,101 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,114 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,129 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,143 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,156 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,170 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,182 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,197 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,210 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,225 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,240 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,254 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,263 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,278 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,292 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,305 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,318 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,332 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,347 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,359 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,374 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,390 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,405 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,419 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,434 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,449 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,464 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,477 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,491 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,505 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,519 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,531 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,545 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,560 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,574 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,581 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,594 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,606 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,618 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,629 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,643 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,657 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,671 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:51,682 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:51,694 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:51,708 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:51,719 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:51,733 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-25 23:10:51,746 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,760 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,774 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,789 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,804 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-25 23:10:51,815 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,828 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,842 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:51,856 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,870 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,884 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,897 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,906 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,917 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,930 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:51,941 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,955 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,967 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,981 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:51,996 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,011 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,024 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,038 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,053 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,068 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,083 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,097 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,110 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,125 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,140 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,153 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,165 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,180 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,192 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,208 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,220 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,234 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,248 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,266 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,281 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,294 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:10:52,309 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:10:52,323 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:10:52,337 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,351 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,364 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,376 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,391 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,406 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,421 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-25 23:10:52,435 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 23:10:52,449 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 23:10:52,464 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-25 23:10:52,478 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,492 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,505 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,519 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,529 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,541 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,555 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-25 23:10:52,567 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,581 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,595 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-25 23:10:52,610 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,624 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,639 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,653 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,668 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:52,679 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,694 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,706 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,720 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,735 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,747 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:52,761 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:52,774 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:52,788 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:52,802 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,817 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:10:52,831 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:10:52,845 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:10:52,857 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:10:52,869 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:52,883 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:52,896 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:52,908 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,923 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:52,937 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:10:52,951 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:52,963 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:52,975 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:52,990 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,004 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,019 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,031 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,044 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,058 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,072 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:10:53,086 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:53,100 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:53,114 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:53,128 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:53,142 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:53,156 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:10:53,171 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:10:53,185 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,199 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,213 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,226 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,240 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,255 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,270 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,283 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:10:53,297 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,312 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,327 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,340 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,354 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,368 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,382 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,398 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,414 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,428 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,441 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:10:53,455 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,470 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:10:53,483 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-25 23:10:53,573 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:53,588 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:10:53,600 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:53,613 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-25 23:10:53,642 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:53,656 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-25 23:10:53,672 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-25 23:10:55,336 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-25 23:10:56,103 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,115 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,127 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,139 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,153 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,167 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-25 23:10:56,191 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,205 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 23:10:56,215 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 23:10:56,229 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 23:10:56,243 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,257 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-25 23:10:56,286 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,299 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,312 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-25 23:10:56,326 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:56,382 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:56,494 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:56,577 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:56,806 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-25 23:10:56,820 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-25 23:10:56,902 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:56,928 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,033 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,061 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:57,204 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,254 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,324 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,422 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 23:10:57,437 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:57,452 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:57,470 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:57,631 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:57,771 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-25 23:10:58,028 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:58,121 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-25 23:10:58,150 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:10:58,162 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:58,203 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-25 23:10:58,286 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,300 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,314 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-25 23:10:58,326 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,340 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,354 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,368 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-25 23:10:58,383 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:10:58,395 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:10:58,408 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:10:58,422 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:10:58,438 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-25 23:11:14,540 semantic_segmentation INFO: Iters: 77610/150000 || Lr: 0.010382 || Task Loss: 0.3960 || KD Loss: 0.0754|| 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, 12:24:59 || Estimated Time: 1 day, 9:58:00
2023-07-25 23:11:30,602 semantic_segmentation INFO: Iters: 77620/150000 || Lr: 0.010380 || Task Loss: 0.3153 || KD Loss: 0.0434|| 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, 12:25:15 || Estimated Time: 1 day, 9:57:43
2023-07-25 23:11:46,701 semantic_segmentation INFO: Iters: 77630/150000 || Lr: 0.010379 || Task Loss: 0.6873 || KD Loss: 0.2158|| 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: 1 day, 12:25:31 || Estimated Time: 1 day, 9:57:25
2023-07-25 23:12:02,868 semantic_segmentation INFO: Iters: 77640/150000 || Lr: 0.010378 || Task Loss: 0.3501 || KD Loss: 0.0661|| 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, 12:25:47 || Estimated Time: 1 day, 9:57:08
2023-07-25 23:12:19,011 semantic_segmentation INFO: Iters: 77650/150000 || Lr: 0.010376 || Task Loss: 0.3998 || KD Loss: 0.0836|| 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, 12:26:03 || Estimated Time: 1 day, 9:56:50
2023-07-25 23:12:35,134 semantic_segmentation INFO: Iters: 77660/150000 || Lr: 0.010375 || Task Loss: 0.2598 || KD Loss: 0.0379|| 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, 12:26:19 || Estimated Time: 1 day, 9:56:32
2023-07-25 23:12:51,244 semantic_segmentation INFO: Iters: 77670/150000 || Lr: 0.010374 || Task Loss: 0.3137 || KD Loss: 0.0711|| 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, 12:26:35 || Estimated Time: 1 day, 9:56:15
2023-07-25 23:13:07,402 semantic_segmentation INFO: Iters: 77680/150000 || Lr: 0.010373 || Task Loss: 0.3529 || KD Loss: 0.0563|| 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, 12:26:51 || Estimated Time: 1 day, 9:55:57
2023-07-25 23:13:23,512 semantic_segmentation INFO: Iters: 77690/150000 || Lr: 0.010371 || Task Loss: 0.3319 || KD Loss: 0.0397|| 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, 12:27:07 || Estimated Time: 1 day, 9:55:40
2023-07-25 23:13:39,566 semantic_segmentation INFO: Iters: 77700/150000 || Lr: 0.010370 || Task Loss: 0.3669 || KD Loss: 0.0809|| 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, 12:27:24 || Estimated Time: 1 day, 9:55:22
2023-07-25 23:13:55,660 semantic_segmentation INFO: Iters: 77710/150000 || Lr: 0.010369 || Task Loss: 0.4662 || KD Loss: 0.1257|| 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, 12:27:40 || Estimated Time: 1 day, 9:55:04
2023-07-25 23:14:11,732 semantic_segmentation INFO: Iters: 77720/150000 || Lr: 0.010367 || Task Loss: 0.3828 || KD Loss: 0.0904|| 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, 12:27:56 || Estimated Time: 1 day, 9:54:47
2023-07-25 23:14:28,115 semantic_segmentation INFO: Iters: 77730/150000 || Lr: 0.010366 || Task Loss: 0.3285 || KD Loss: 0.0867|| 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, 12:28:12 || Estimated Time: 1 day, 9:54:29
2023-07-25 23:14:47,357 semantic_segmentation INFO: Iters: 77740/150000 || Lr: 0.010365 || Task Loss: 0.3213 || KD Loss: 0.0524|| 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, 12:28:31 || Estimated Time: 1 day, 9:54:14
2023-07-25 23:15:03,399 semantic_segmentation INFO: Iters: 77750/150000 || Lr: 0.010364 || Task Loss: 0.4128 || KD Loss: 0.0595|| 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, 12:28:47 || Estimated Time: 1 day, 9:53:57
2023-07-25 23:15:19,497 semantic_segmentation INFO: Iters: 77760/150000 || Lr: 0.010362 || Task Loss: 0.3149 || KD Loss: 0.0405|| 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, 12:29:03 || Estimated Time: 1 day, 9:53:39
2023-07-25 23:15:35,598 semantic_segmentation INFO: Iters: 77770/150000 || Lr: 0.010361 || Task Loss: 0.2455 || KD Loss: 0.0507|| 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, 12:29:20 || Estimated Time: 1 day, 9:53:22
2023-07-25 23:15:51,633 semantic_segmentation INFO: Iters: 77780/150000 || Lr: 0.010360 || Task Loss: 0.3777 || KD Loss: 0.1071|| 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, 12:29:36 || Estimated Time: 1 day, 9:53:04
2023-07-25 23:16:07,716 semantic_segmentation INFO: Iters: 77790/150000 || Lr: 0.010358 || Task Loss: 0.5724 || KD Loss: 0.1239|| 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, 12:29:52 || Estimated Time: 1 day, 9:52:46
2023-07-25 23:16:23,805 semantic_segmentation INFO: Iters: 77800/150000 || Lr: 0.010357 || Task Loss: 0.5118 || KD Loss: 0.0935|| 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, 12:30:08 || Estimated Time: 1 day, 9:52:29
2023-07-25 23:16:39,867 semantic_segmentation INFO: Iters: 77810/150000 || Lr: 0.010356 || Task Loss: 0.3274 || KD Loss: 0.0527|| 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, 12:30:24 || Estimated Time: 1 day, 9:52:11
2023-07-25 23:16:55,869 semantic_segmentation INFO: Iters: 77820/150000 || Lr: 0.010354 || Task Loss: 0.3700 || KD Loss: 0.0471|| 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, 12:30:40 || Estimated Time: 1 day, 9:51:53
2023-07-25 23:17:11,952 semantic_segmentation INFO: Iters: 77830/150000 || Lr: 0.010353 || Task Loss: 0.4394 || KD Loss: 0.0634|| 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, 12:30:56 || Estimated Time: 1 day, 9:51:36
2023-07-25 23:17:28,064 semantic_segmentation INFO: Iters: 77840/150000 || Lr: 0.010352 || Task Loss: 0.2928 || KD Loss: 0.0387|| 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, 12:31:12 || Estimated Time: 1 day, 9:51:18
2023-07-25 23:17:44,165 semantic_segmentation INFO: Iters: 77850/150000 || Lr: 0.010351 || Task Loss: 0.3301 || KD Loss: 0.0615|| 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, 12:31:28 || Estimated Time: 1 day, 9:51:00
2023-07-25 23:18:00,206 semantic_segmentation INFO: Iters: 77860/150000 || Lr: 0.010349 || Task Loss: 0.3447 || KD Loss: 0.0746|| 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, 12:31:44 || Estimated Time: 1 day, 9:50:43
2023-07-25 23:18:16,297 semantic_segmentation INFO: Iters: 77870/150000 || Lr: 0.010348 || Task Loss: 0.2338 || KD Loss: 0.0494|| 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, 12:32:00 || Estimated Time: 1 day, 9:50:25
2023-07-25 23:18:32,468 semantic_segmentation INFO: Iters: 77880/150000 || Lr: 0.010347 || Task Loss: 0.3205 || KD Loss: 0.0999|| 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, 12:32:16 || Estimated Time: 1 day, 9:50:08
2023-07-25 23:18:48,602 semantic_segmentation INFO: Iters: 77890/150000 || Lr: 0.010345 || Task Loss: 0.3162 || KD Loss: 0.0430|| 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, 12:32:33 || Estimated Time: 1 day, 9:49:50
2023-07-25 23:19:04,756 semantic_segmentation INFO: Iters: 77900/150000 || Lr: 0.010344 || Task Loss: 0.4763 || KD Loss: 0.1356|| 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, 12:32:49 || Estimated Time: 1 day, 9:49:32
2023-07-25 23:19:20,882 semantic_segmentation INFO: Iters: 77910/150000 || Lr: 0.010343 || Task Loss: 0.4730 || KD Loss: 0.0839|| 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, 12:33:05 || Estimated Time: 1 day, 9:49:15
2023-07-25 23:19:37,052 semantic_segmentation INFO: Iters: 77920/150000 || Lr: 0.010342 || Task Loss: 0.3447 || KD Loss: 0.0514|| 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, 12:33:21 || Estimated Time: 1 day, 9:48:57
2023-07-25 23:19:53,222 semantic_segmentation INFO: Iters: 77930/150000 || Lr: 0.010340 || Task Loss: 0.3713 || KD Loss: 0.0581|| 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, 12:33:37 || Estimated Time: 1 day, 9:48:40
2023-07-25 23:20:09,443 semantic_segmentation INFO: Iters: 77940/150000 || Lr: 0.010339 || Task Loss: 0.4149 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:53 || Estimated Time: 1 day, 9:48:22
2023-07-25 23:20:25,519 semantic_segmentation INFO: Iters: 77950/150000 || Lr: 0.010338 || Task Loss: 0.3704 || KD Loss: 0.0597|| 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, 12:34:09 || Estimated Time: 1 day, 9:48:05
2023-07-25 23:20:41,689 semantic_segmentation INFO: Iters: 77960/150000 || Lr: 0.010336 || Task Loss: 0.3778 || KD Loss: 0.0821|| 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, 12:34:26 || Estimated Time: 1 day, 9:47:47
2023-07-25 23:20:57,864 semantic_segmentation INFO: Iters: 77970/150000 || Lr: 0.010335 || Task Loss: 0.4006 || KD Loss: 0.0911|| 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, 12:34:42 || Estimated Time: 1 day, 9:47:29
2023-07-25 23:21:13,977 semantic_segmentation INFO: Iters: 77980/150000 || Lr: 0.010334 || Task Loss: 0.3605 || KD Loss: 0.0967|| 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, 12:34:58 || Estimated Time: 1 day, 9:47:12
2023-07-25 23:21:30,159 semantic_segmentation INFO: Iters: 77990/150000 || Lr: 0.010333 || Task Loss: 0.3785 || KD Loss: 0.0675|| 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, 12:35:14 || Estimated Time: 1 day, 9:46:54
2023-07-25 23:21:46,266 semantic_segmentation INFO: Iters: 78000/150000 || Lr: 0.010331 || Task Loss: 0.3791 || KD Loss: 0.0809|| 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: 1 day, 12:35:30 || Estimated Time: 1 day, 9:46:37
2023-07-25 23:22:02,356 semantic_segmentation INFO: Iters: 78010/150000 || Lr: 0.010330 || Task Loss: 0.3663 || KD Loss: 0.0637|| 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, 12:35:46 || Estimated Time: 1 day, 9:46:19
2023-07-25 23:22:18,415 semantic_segmentation INFO: Iters: 78020/150000 || Lr: 0.010329 || Task Loss: 0.4981 || KD Loss: 0.1124|| 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, 12:36:02 || Estimated Time: 1 day, 9:46:01
2023-07-25 23:22:34,506 semantic_segmentation INFO: Iters: 78030/150000 || Lr: 0.010327 || Task Loss: 0.3935 || KD Loss: 0.0948|| 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, 12:36:18 || Estimated Time: 1 day, 9:45:44
2023-07-25 23:22:50,511 semantic_segmentation INFO: Iters: 78040/150000 || Lr: 0.010326 || Task Loss: 0.3019 || KD Loss: 0.0776|| 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, 12:36:34 || Estimated Time: 1 day, 9:45:26
2023-07-25 23:23:06,655 semantic_segmentation INFO: Iters: 78050/150000 || Lr: 0.010325 || Task Loss: 0.5416 || KD Loss: 0.1704|| 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, 12:36:51 || Estimated Time: 1 day, 9:45:08
2023-07-25 23:23:22,737 semantic_segmentation INFO: Iters: 78060/150000 || Lr: 0.010323 || Task Loss: 0.4688 || KD Loss: 0.1013|| 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, 12:37:07 || Estimated Time: 1 day, 9:44:51
2023-07-25 23:23:38,760 semantic_segmentation INFO: Iters: 78070/150000 || Lr: 0.010322 || Task Loss: 0.3658 || KD Loss: 0.0571|| 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, 12:37:23 || Estimated Time: 1 day, 9:44:33
2023-07-25 23:23:54,798 semantic_segmentation INFO: Iters: 78080/150000 || Lr: 0.010321 || Task Loss: 0.3701 || KD Loss: 0.0661|| 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, 12:37:39 || Estimated Time: 1 day, 9:44:15
2023-07-25 23:24:10,794 semantic_segmentation INFO: Iters: 78090/150000 || Lr: 0.010320 || Task Loss: 0.4090 || KD Loss: 0.0822|| 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, 12:37:55 || Estimated Time: 1 day, 9:43:58
2023-07-25 23:24:26,922 semantic_segmentation INFO: Iters: 78100/150000 || Lr: 0.010318 || Task Loss: 0.3788 || KD Loss: 0.0789|| 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, 12:38:11 || Estimated Time: 1 day, 9:43:40
2023-07-25 23:24:42,954 semantic_segmentation INFO: Iters: 78110/150000 || Lr: 0.010317 || Task Loss: 0.4044 || KD Loss: 0.0707|| 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, 12:38:27 || Estimated Time: 1 day, 9:43:23
2023-07-25 23:24:59,102 semantic_segmentation INFO: Iters: 78120/150000 || Lr: 0.010316 || Task Loss: 0.3846 || KD Loss: 0.0601|| 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, 12:38:43 || Estimated Time: 1 day, 9:43:05
2023-07-25 23:25:15,195 semantic_segmentation INFO: Iters: 78130/150000 || Lr: 0.010314 || Task Loss: 0.4705 || KD Loss: 0.0908|| 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, 12:38:59 || Estimated Time: 1 day, 9:42:47
2023-07-25 23:25:31,208 semantic_segmentation INFO: Iters: 78140/150000 || Lr: 0.010313 || Task Loss: 0.5896 || KD Loss: 0.1581|| 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, 12:39:15 || Estimated Time: 1 day, 9:42:30
2023-07-25 23:25:47,233 semantic_segmentation INFO: Iters: 78150/150000 || Lr: 0.010312 || Task Loss: 0.4514 || KD Loss: 0.0721|| 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, 12:39:31 || Estimated Time: 1 day, 9:42:12
2023-07-25 23:26:03,225 semantic_segmentation INFO: Iters: 78160/150000 || Lr: 0.010311 || Task Loss: 0.3934 || KD Loss: 0.0698|| 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, 12:39:47 || Estimated Time: 1 day, 9:41:54
2023-07-25 23:26:19,266 semantic_segmentation INFO: Iters: 78170/150000 || Lr: 0.010309 || Task Loss: 0.4475 || KD Loss: 0.1100|| 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, 12:40:03 || Estimated Time: 1 day, 9:41:37
2023-07-25 23:26:35,319 semantic_segmentation INFO: Iters: 78180/150000 || Lr: 0.010308 || Task Loss: 0.5241 || KD Loss: 0.1161|| 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, 12:40:19 || Estimated Time: 1 day, 9:41:19
2023-07-25 23:26:51,355 semantic_segmentation INFO: Iters: 78190/150000 || Lr: 0.010307 || Task Loss: 0.4358 || KD Loss: 0.1287|| 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, 12:40:35 || Estimated Time: 1 day, 9:41:01
2023-07-25 23:27:07,527 semantic_segmentation INFO: Iters: 78200/150000 || Lr: 0.010305 || Task Loss: 0.4824 || KD Loss: 0.0812|| 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: 1 day, 12:40:52 || Estimated Time: 1 day, 9:40:44
2023-07-25 23:27:23,693 semantic_segmentation INFO: Iters: 78210/150000 || Lr: 0.010304 || Task Loss: 0.3678 || KD Loss: 0.0728|| 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, 12:41:08 || Estimated Time: 1 day, 9:40:26
2023-07-25 23:27:39,839 semantic_segmentation INFO: Iters: 78220/150000 || Lr: 0.010303 || Task Loss: 0.4396 || KD Loss: 0.0724|| 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, 12:41:24 || Estimated Time: 1 day, 9:40:09
2023-07-25 23:27:56,012 semantic_segmentation INFO: Iters: 78230/150000 || Lr: 0.010302 || Task Loss: 0.3559 || KD Loss: 0.0725|| 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, 12:41:40 || Estimated Time: 1 day, 9:39:51
2023-07-25 23:28:12,115 semantic_segmentation INFO: Iters: 78240/150000 || Lr: 0.010300 || Task Loss: 0.4731 || KD Loss: 0.1203|| 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, 12:41:56 || Estimated Time: 1 day, 9:39:33
2023-07-25 23:28:28,176 semantic_segmentation INFO: Iters: 78250/150000 || Lr: 0.010299 || Task Loss: 0.6617 || KD Loss: 0.2678|| 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, 12:42:12 || Estimated Time: 1 day, 9:39:16
2023-07-25 23:28:44,316 semantic_segmentation INFO: Iters: 78260/150000 || Lr: 0.010298 || Task Loss: 0.3325 || KD Loss: 0.0434|| 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, 12:42:28 || Estimated Time: 1 day, 9:38:58
2023-07-25 23:29:00,468 semantic_segmentation INFO: Iters: 78270/150000 || Lr: 0.010296 || Task Loss: 0.4135 || KD Loss: 0.1022|| 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, 12:42:44 || Estimated Time: 1 day, 9:38:41
2023-07-25 23:29:16,540 semantic_segmentation INFO: Iters: 78280/150000 || Lr: 0.010295 || Task Loss: 0.3640 || KD Loss: 0.0549|| 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, 12:43:01 || Estimated Time: 1 day, 9:38:23
2023-07-25 23:29:32,593 semantic_segmentation INFO: Iters: 78290/150000 || Lr: 0.010294 || Task Loss: 0.3428 || KD Loss: 0.0770|| 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, 12:43:17 || Estimated Time: 1 day, 9:38:05
2023-07-25 23:29:48,681 semantic_segmentation INFO: Iters: 78300/150000 || Lr: 0.010292 || Task Loss: 0.2700 || KD Loss: 0.0383|| 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, 12:43:33 || Estimated Time: 1 day, 9:37:48
2023-07-25 23:30:04,778 semantic_segmentation INFO: Iters: 78310/150000 || Lr: 0.010291 || Task Loss: 0.3552 || KD Loss: 0.1147|| 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, 12:43:49 || Estimated Time: 1 day, 9:37:30
2023-07-25 23:30:20,874 semantic_segmentation INFO: Iters: 78320/150000 || Lr: 0.010290 || Task Loss: 0.3883 || KD Loss: 0.0925|| 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, 12:44:05 || Estimated Time: 1 day, 9:37:13
2023-07-25 23:30:36,924 semantic_segmentation INFO: Iters: 78330/150000 || Lr: 0.010289 || Task Loss: 0.3856 || KD Loss: 0.0815|| 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, 12:44:21 || Estimated Time: 1 day, 9:36:55
2023-07-25 23:30:53,036 semantic_segmentation INFO: Iters: 78340/150000 || Lr: 0.010287 || Task Loss: 0.4454 || KD Loss: 0.0955|| 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, 12:44:37 || Estimated Time: 1 day, 9:36:37
2023-07-25 23:31:09,145 semantic_segmentation INFO: Iters: 78350/150000 || Lr: 0.010286 || Task Loss: 0.2864 || KD Loss: 0.0357|| 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, 12:44:53 || Estimated Time: 1 day, 9:36:20
2023-07-25 23:31:25,188 semantic_segmentation INFO: Iters: 78360/150000 || Lr: 0.010285 || Task Loss: 0.3319 || KD Loss: 0.0589|| 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, 12:45:09 || Estimated Time: 1 day, 9:36:02
2023-07-25 23:31:41,283 semantic_segmentation INFO: Iters: 78370/150000 || Lr: 0.010283 || Task Loss: 0.2591 || KD Loss: 0.0384|| 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, 12:45:25 || Estimated Time: 1 day, 9:35:44
2023-07-25 23:31:57,312 semantic_segmentation INFO: Iters: 78380/150000 || Lr: 0.010282 || Task Loss: 0.4078 || KD Loss: 0.0604|| 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, 12:45:41 || Estimated Time: 1 day, 9:35:27
2023-07-25 23:32:13,409 semantic_segmentation INFO: Iters: 78390/150000 || Lr: 0.010281 || Task Loss: 0.4815 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:57 || Estimated Time: 1 day, 9:35:09
2023-07-25 23:32:29,411 semantic_segmentation INFO: Iters: 78400/150000 || Lr: 0.010280 || Task Loss: 0.4588 || KD Loss: 0.0441|| 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, 12:46:13 || Estimated Time: 1 day, 9:34:52
2023-07-25 23:32:29,523 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:32:29,982 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.090
2023-07-25 23:32:30,003 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.131
2023-07-25 23:32:30,015 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.163
2023-07-25 23:32:30,029 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.164
2023-07-25 23:32:30,041 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.238
2023-07-25 23:32:30,053 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.940, mIoU: 0.282
2023-07-25 23:32:30,067 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.325
2023-07-25 23:32:30,080 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.949, mIoU: 0.330
2023-07-25 23:32:30,092 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.371
2023-07-25 23:32:30,106 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.413
2023-07-25 23:32:30,119 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.936, mIoU: 0.418
2023-07-25 23:32:30,133 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.942, mIoU: 0.465
2023-07-25 23:32:30,145 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.904, mIoU: 0.401
2023-07-25 23:32:30,159 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.905, mIoU: 0.384
2023-07-25 23:32:30,174 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.909, mIoU: 0.376
2023-07-25 23:32:30,186 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.911, mIoU: 0.371
2023-07-25 23:32:30,197 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.370
2023-07-25 23:32:30,209 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.368
2023-07-25 23:32:30,223 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.380
2023-07-25 23:32:30,238 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.427
2023-07-25 23:32:30,252 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.420
2023-07-25 23:32:30,267 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.909, mIoU: 0.431
2023-07-25 23:32:30,281 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.905, mIoU: 0.464
2023-07-25 23:32:30,296 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.908, mIoU: 0.464
2023-07-25 23:32:30,311 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-25 23:32:30,325 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.470
2023-07-25 23:32:30,339 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.475
2023-07-25 23:32:30,350 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.475
2023-07-25 23:32:30,364 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.465
2023-07-25 23:32:30,379 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.465
2023-07-25 23:32:30,393 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.472
2023-07-25 23:32:30,408 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.471
2023-07-25 23:32:30,423 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.479
2023-07-25 23:32:30,438 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.920, mIoU: 0.478
2023-07-25 23:32:30,453 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.501
2023-07-25 23:32:30,468 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.502
2023-07-25 23:32:30,481 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.500
2023-07-25 23:32:30,494 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.532
2023-07-25 23:32:30,510 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.543
2023-07-25 23:32:30,522 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.541
2023-07-25 23:32:30,535 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.556
2023-07-25 23:32:30,550 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.555
2023-07-25 23:32:30,564 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.553
2023-07-25 23:32:30,576 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-25 23:32:30,590 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.558
2023-07-25 23:32:30,604 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-25 23:32:30,616 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.567
2023-07-25 23:32:30,628 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.567
2023-07-25 23:32:30,641 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.925, mIoU: 0.566
2023-07-25 23:32:30,656 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-25 23:32:30,670 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-25 23:32:30,684 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.559
2023-07-25 23:32:30,696 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.557
2023-07-25 23:32:30,710 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-25 23:32:30,724 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.928, mIoU: 0.566
2023-07-25 23:32:30,736 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-25 23:32:30,750 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-25 23:32:30,765 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-25 23:32:30,778 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-25 23:32:30,792 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.599
2023-07-25 23:32:30,804 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-25 23:32:30,818 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-25 23:32:30,830 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.594
2023-07-25 23:32:30,846 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.597
2023-07-25 23:32:30,859 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.604
2023-07-25 23:32:30,873 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-25 23:32:30,887 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.603
2023-07-25 23:32:30,899 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.650
2023-07-25 23:32:30,913 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-25 23:32:30,926 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.925, mIoU: 0.638
2023-07-25 23:32:30,941 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-25 23:32:30,953 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.926, mIoU: 0.657
2023-07-25 23:32:30,967 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.925, mIoU: 0.655
2023-07-25 23:32:30,981 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.926, mIoU: 0.654
2023-07-25 23:32:30,995 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-25 23:32:31,009 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-25 23:32:31,023 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-25 23:32:31,031 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-25 23:32:31,046 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-25 23:32:31,061 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-25 23:32:31,073 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 23:32:31,087 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-25 23:32:31,101 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 23:32:31,115 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:31,130 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:31,144 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 23:32:31,158 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 23:32:31,173 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-25 23:32:31,188 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-25 23:32:31,200 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-25 23:32:31,215 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:31,230 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:31,245 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-25 23:32:31,259 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 23:32:31,274 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 23:32:31,288 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-25 23:32:31,301 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-25 23:32:31,313 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-25 23:32:31,328 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-25 23:32:31,341 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-25 23:32:31,355 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-25 23:32:31,369 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 23:32:31,382 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 23:32:31,395 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 23:32:31,409 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 23:32:31,421 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-25 23:32:31,435 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-25 23:32:31,449 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-25 23:32:31,461 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 23:32:31,475 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-25 23:32:31,486 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-25 23:32:31,499 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-25 23:32:31,513 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 23:32:31,527 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 23:32:31,541 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-25 23:32:31,553 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-25 23:32:31,565 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-25 23:32:31,580 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-25 23:32:31,592 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:31,605 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:31,619 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:31,631 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:31,644 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.920, mIoU: 0.640
2023-07-25 23:32:31,658 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-25 23:32:31,672 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-25 23:32:31,680 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-25 23:32:31,691 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-25 23:32:31,705 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-25 23:32:31,713 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-25 23:32:31,726 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:31,739 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.640
2023-07-25 23:32:31,753 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:31,765 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:31,780 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:31,792 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 23:32:31,803 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 23:32:31,818 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:31,830 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-25 23:32:31,844 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:31,856 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-25 23:32:31,871 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:31,885 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-25 23:32:31,899 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:31,914 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:31,928 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 23:32:31,941 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:31,955 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-25 23:32:31,969 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-25 23:32:31,979 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-25 23:32:31,994 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-25 23:32:32,007 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-25 23:32:32,020 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.663
2023-07-25 23:32:32,034 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.663
2023-07-25 23:32:32,047 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 23:32:32,059 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-25 23:32:32,074 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-25 23:32:32,088 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-25 23:32:32,103 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 23:32:32,118 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-25 23:32:32,132 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.653
2023-07-25 23:32:32,146 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 23:32:32,161 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-25 23:32:32,174 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-25 23:32:32,189 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-25 23:32:32,202 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-25 23:32:32,214 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:32,226 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:32,239 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:32,253 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:32,267 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.915, mIoU: 0.628
2023-07-25 23:32:32,282 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.915, mIoU: 0.626
2023-07-25 23:32:32,294 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 23:32:32,308 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 23:32:32,322 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.915, mIoU: 0.627
2023-07-25 23:32:32,337 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 23:32:32,351 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,363 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.914, mIoU: 0.631
2023-07-25 23:32:32,376 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,390 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,402 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,416 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,428 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,443 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 23:32:32,457 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:32,472 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:32,487 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:32,501 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:32,514 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,525 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,539 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:32,552 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,567 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:32,581 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.915, mIoU: 0.632
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2023-07-25 23:32:32,620 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.915, mIoU: 0.628
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2023-07-25 23:32:32,675 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:32,690 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:32,704 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:32,719 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.913, mIoU: 0.628
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2023-07-25 23:32:32,748 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.913, mIoU: 0.629
2023-07-25 23:32:32,762 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 23:32:32,790 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.914, mIoU: 0.633
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2023-07-25 23:32:32,861 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 23:32:32,903 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-25 23:32:32,917 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-25 23:32:32,993 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:33,005 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:33,018 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.914, mIoU: 0.635
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2023-07-25 23:32:33,058 semantic_segmentation INFO: Sample: 228, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:33,073 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 23:32:33,114 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.914, mIoU: 0.633
2023-07-25 23:32:33,128 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.914, mIoU: 0.632
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2023-07-25 23:32:33,193 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.912, mIoU: 0.629
2023-07-25 23:32:33,207 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.913, mIoU: 0.629
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2023-07-25 23:32:33,253 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.911, mIoU: 0.627
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2023-07-25 23:32:33,398 semantic_segmentation INFO: Sample: 252, Validation pixAcc: 0.909, mIoU: 0.637
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2023-07-25 23:32:33,436 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.909, mIoU: 0.634
2023-07-25 23:32:33,448 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.908, mIoU: 0.633
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2023-07-25 23:32:33,562 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.909, mIoU: 0.638
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2023-07-25 23:32:34,011 semantic_segmentation INFO: Sample: 297, Validation pixAcc: 0.910, mIoU: 0.632
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2023-07-25 23:32:34,527 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 23:32:34,579 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 23:32:34,591 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.912, mIoU: 0.630
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2023-07-25 23:32:34,741 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 23:32:34,848 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 23:32:34,862 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.913, mIoU: 0.631
2023-07-25 23:32:34,875 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.913, mIoU: 0.631
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2023-07-25 23:32:34,901 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.910, mIoU: 0.625
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2023-07-25 23:32:34,931 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-25 23:32:35,000 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.911, mIoU: 0.626
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2023-07-25 23:32:35,029 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.911, mIoU: 0.622
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2023-07-25 23:32:35,143 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.911, mIoU: 0.619
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2023-07-25 23:32:35,663 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.913, mIoU: 0.619
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2023-07-25 23:32:35,718 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.912, mIoU: 0.618
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2023-07-25 23:32:35,815 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.912, mIoU: 0.623
2023-07-25 23:32:35,830 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:35,843 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:35,857 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,872 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,884 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,898 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,912 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,925 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:35,940 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.914, mIoU: 0.624
2023-07-25 23:32:35,954 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 23:32:35,968 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:35,983 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:35,998 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 23:32:36,012 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,025 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.913, mIoU: 0.626
2023-07-25 23:32:36,039 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,051 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,063 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,079 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,093 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,107 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,121 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,133 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,147 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,160 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,170 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,183 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,196 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,210 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,224 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,240 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,256 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,270 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,278 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,288 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.913, mIoU: 0.623
2023-07-25 23:32:36,300 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,312 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,327 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,339 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.913, mIoU: 0.624
2023-07-25 23:32:36,354 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,370 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,384 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.913, mIoU: 0.625
2023-07-25 23:32:36,399 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 23:32:36,413 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 23:32:36,426 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.914, mIoU: 0.626
2023-07-25 23:32:36,440 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 23:32:36,454 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 23:32:36,467 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 23:32:36,483 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 23:32:36,494 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.914, mIoU: 0.628
2023-07-25 23:32:36,509 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 23:32:36,522 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 23:32:36,536 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-25 23:32:36,549 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.915, mIoU: 0.629
2023-07-25 23:32:36,563 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,573 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,585 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,599 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:36,613 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:36,625 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:36,637 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:36,649 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:36,663 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:36,677 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:36,690 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:36,699 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:36,713 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:36,726 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:36,738 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:36,752 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:36,766 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:36,779 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:36,793 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:36,806 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:36,820 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,835 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,850 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-25 23:32:36,864 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,877 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:36,889 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,904 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,918 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.915, mIoU: 0.631
2023-07-25 23:32:36,932 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 23:32:36,946 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.915, mIoU: 0.630
2023-07-25 23:32:36,962 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.915, mIoU: 0.633
2023-07-25 23:32:36,979 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.915, mIoU: 0.632
2023-07-25 23:32:36,994 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,007 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,021 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,036 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.915, mIoU: 0.635
2023-07-25 23:32:37,051 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,065 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,080 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,093 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,108 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,128 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.915, mIoU: 0.634
2023-07-25 23:32:37,140 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.915, mIoU: 0.636
2023-07-25 23:32:37,154 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.915, mIoU: 0.637
2023-07-25 23:32:37,164 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 23:32:37,178 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 23:32:37,190 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 23:32:37,200 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,212 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,225 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,239 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,257 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,271 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,279 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,292 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,307 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,321 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,335 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,349 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 23:32:37,362 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.915, mIoU: 0.639
2023-07-25 23:32:37,374 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.915, mIoU: 0.640
2023-07-25 23:32:37,388 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 23:32:37,402 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 23:32:37,416 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 23:32:37,428 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 23:32:37,440 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 23:32:37,454 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 23:32:37,468 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-25 23:32:37,483 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 23:32:37,495 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,509 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,524 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,539 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.915, mIoU: 0.641
2023-07-25 23:32:37,552 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-25 23:32:37,567 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,581 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,594 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,609 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,623 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,638 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,652 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,665 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.916, mIoU: 0.643
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2023-07-25 23:32:37,694 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,710 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:37,720 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,734 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-25 23:32:37,749 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,761 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,775 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,787 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,801 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,814 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,828 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:37,841 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-25 23:32:37,864 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,878 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:37,892 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:37,906 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,919 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-25 23:32:37,933 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:37,945 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:37,960 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:37,976 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:37,989 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,003 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-25 23:32:38,062 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-25 23:32:38,116 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,131 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-25 23:32:38,171 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:38,185 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:38,199 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:38,211 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-25 23:32:38,238 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:38,253 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 23:32:38,267 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:38,283 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-25 23:32:38,297 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:38,311 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:38,325 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:38,338 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 23:32:38,350 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:38,365 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-25 23:32:38,395 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 23:32:38,407 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 23:32:38,422 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,435 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,450 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,465 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,481 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-25 23:32:38,496 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,510 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,525 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:38,539 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:38,552 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,566 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,579 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 23:32:38,596 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.917, mIoU: 0.647
2023-07-25 23:32:38,609 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,623 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,633 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,645 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:38,659 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:38,670 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,684 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,696 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,707 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,721 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,736 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:38,749 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:38,764 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,775 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,789 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,801 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,814 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,828 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:38,842 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,856 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,869 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,883 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,895 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,909 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,922 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,934 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,946 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,959 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:38,975 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:38,989 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,002 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,016 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,030 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,045 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,057 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,070 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,077 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,092 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-25 23:32:39,107 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,121 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,136 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,150 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,164 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,180 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,194 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,206 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,221 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,234 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,249 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,263 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,275 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,288 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,301 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:39,315 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,327 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,340 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,352 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,366 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,381 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,392 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,406 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,419 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,430 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:39,444 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,459 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:39,473 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,487 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,502 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,516 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:39,528 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:39,543 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:39,558 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:39,574 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:39,589 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:39,603 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,618 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,630 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:39,642 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:39,655 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,669 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,684 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,697 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:39,709 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:39,724 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,737 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:39,752 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-25 23:32:39,766 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:39,780 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:39,793 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,807 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:39,820 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.917, mIoU: 0.644
2023-07-25 23:32:39,834 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:39,848 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:39,862 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.917, mIoU: 0.643
2023-07-25 23:32:39,877 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,890 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,904 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,920 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,932 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,944 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,959 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:39,974 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:39,988 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:40,002 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.918, mIoU: 0.644
2023-07-25 23:32:40,014 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:40,027 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:40,040 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:40,053 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:40,067 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,084 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,096 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,111 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,124 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,138 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,153 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,165 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,178 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,192 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,206 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,219 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,233 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,247 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,260 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,272 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,287 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,301 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,317 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,330 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,343 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,355 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,370 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,382 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,394 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,408 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,424 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,437 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,452 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,467 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,482 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,497 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,510 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,522 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,535 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:40,548 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,561 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,573 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:40,588 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,601 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,613 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,627 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,641 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,655 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,670 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,683 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,695 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,709 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,723 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,737 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:40,751 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:40,763 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:40,775 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,786 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,800 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,815 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,829 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,842 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,853 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,865 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,879 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:40,893 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:40,906 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:40,920 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:40,933 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:40,948 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,960 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,974 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:40,987 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,001 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,015 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:41,028 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:41,043 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:41,057 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:41,072 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:41,086 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:41,101 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:41,115 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:41,130 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-25 23:32:41,143 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:41,158 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-25 23:32:41,172 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,184 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,197 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,210 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,225 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:41,238 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,254 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,268 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,279 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,292 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,308 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,324 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,336 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,351 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,365 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,377 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,391 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,406 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,421 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,433 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.919, mIoU: 0.648
2023-07-25 23:32:41,444 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.919, mIoU: 0.649
2023-07-25 23:32:41,460 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,475 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,490 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,502 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,516 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,531 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,545 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,559 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,571 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,585 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,598 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,612 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,625 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,638 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,653 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,665 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,680 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,694 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-25 23:32:41,708 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:41,722 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,736 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,750 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,764 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,779 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.918, mIoU: 0.647
2023-07-25 23:32:41,792 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:41,807 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,821 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,830 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,844 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:41,856 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:41,871 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:41,885 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:41,901 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:41,913 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,929 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,943 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,957 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.918, mIoU: 0.646
2023-07-25 23:32:41,972 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:41,987 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:42,000 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,015 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,030 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,044 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.918, mIoU: 0.645
2023-07-25 23:32:42,056 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,070 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,084 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,098 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,110 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,124 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,138 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,150 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,163 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,177 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,189 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,202 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,214 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,227 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,241 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,255 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:42,269 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,283 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,297 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.919, mIoU: 0.647
2023-07-25 23:32:42,309 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:42,322 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:42,337 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,350 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,362 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,376 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,390 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,404 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,419 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,431 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,444 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,459 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,473 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,486 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,500 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,512 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,527 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,540 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,555 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,570 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,583 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,592 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,607 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,621 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:42,634 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,647 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,661 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,676 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,688 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,702 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,716 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,731 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,745 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,759 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:42,775 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,789 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,802 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,816 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,830 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,844 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,856 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:42,871 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,885 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,900 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,907 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,920 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,933 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,945 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:42,956 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,970 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,984 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:42,999 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:43,010 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,023 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,038 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,048 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,063 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,076 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:43,090 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-25 23:32:43,105 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,119 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,134 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,145 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,157 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,172 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,186 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,200 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,214 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,226 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,236 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,246 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,259 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,270 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,284 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,297 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,311 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,326 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,342 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-25 23:32:43,356 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,371 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,385 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,399 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-25 23:32:43,414 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,429 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,443 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,457 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,472 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,484 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-25 23:32:43,496 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,510 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,522 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,537 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,550 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,564 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,578 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,594 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:43,609 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:43,621 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,635 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,649 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,663 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,677 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,689 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,702 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,717 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,731 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-25 23:32:43,745 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,760 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-25 23:32:43,774 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-25 23:32:43,789 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.922, mIoU: 0.650
2023-07-25 23:32:43,803 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:43,818 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:43,830 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.921, mIoU: 0.648
2023-07-25 23:32:43,845 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-25 23:32:43,855 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-25 23:32:43,867 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-25 23:32:43,881 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-25 23:32:43,893 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,907 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,922 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:43,936 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.920, mIoU: 0.643
2023-07-25 23:32:43,951 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:43,966 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:43,980 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:43,994 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,006 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,020 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,032 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,047 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,061 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,073 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,087 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,100 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,114 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,129 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,143 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,158 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,172 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,185 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,197 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,211 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,224 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,237 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,252 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,266 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,280 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,292 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-25 23:32:44,305 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,319 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,334 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,350 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,363 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,376 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,390 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,405 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,420 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,434 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,448 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,462 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,476 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,490 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,504 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,519 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,532 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,547 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-25 23:32:44,559 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,574 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:44,588 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.920, mIoU: 0.644
2023-07-25 23:32:44,603 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,615 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-25 23:32:44,629 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,643 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,658 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,671 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,685 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,699 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,714 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,729 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,744 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,759 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,772 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,787 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,803 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,816 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,830 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,842 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:44,851 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,865 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,880 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,892 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:44,907 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,922 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,934 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,947 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,961 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,975 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:44,989 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:45,005 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:45,018 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:45,034 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-25 23:32:45,048 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,060 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,074 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,087 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,101 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,113 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,126 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,140 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,155 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,169 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,183 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,196 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,210 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,224 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,237 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,251 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,267 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,281 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,295 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,308 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,322 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,336 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,350 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,365 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,378 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,392 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,404 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,416 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,428 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,442 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,456 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,470 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,483 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,493 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,505 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,521 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,536 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,549 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,563 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,579 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,593 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,607 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,621 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,635 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,648 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,662 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,675 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,687 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,702 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,717 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,731 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,745 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.919, mIoU: 0.644
2023-07-25 23:32:45,757 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-25 23:32:45,770 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,784 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,795 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:45,809 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:45,823 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-25 23:32:45,836 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:45,850 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,861 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-25 23:32:45,873 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:45,887 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:45,900 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:45,913 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.918, mIoU: 0.642
2023-07-25 23:32:45,926 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.918, mIoU: 0.642
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2023-07-25 23:32:46,059 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.918, mIoU: 0.642
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2023-07-25 23:32:46,111 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-25 23:32:46,181 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.918, mIoU: 0.642
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2023-07-25 23:32:46,222 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.918, mIoU: 0.643
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2023-07-25 23:32:46,252 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,264 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,278 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,289 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,304 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,318 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,333 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,345 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,360 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,377 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-25 23:32:46,432 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,443 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,457 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,471 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,485 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,498 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,509 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,523 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,536 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,551 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,563 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:46,578 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,591 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,603 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,618 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,632 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,647 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,661 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,677 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,689 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,704 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,718 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,732 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,746 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-25 23:32:46,759 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,771 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,786 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,800 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,814 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-25 23:32:46,826 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:46,838 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:46,852 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:46,866 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:46,878 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:46,890 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:46,904 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,918 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,932 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,946 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,961 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,976 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:46,989 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,003 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,018 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,030 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,045 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,059 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,074 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,088 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,103 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,117 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:47,131 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:47,145 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,159 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,173 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,188 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 23:32:47,201 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 23:32:47,215 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 23:32:47,229 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,241 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,253 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,267 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,281 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,294 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,307 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,322 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,335 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,349 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,363 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,377 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,392 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,405 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,417 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,430 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:47,443 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,455 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,470 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,484 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,496 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,509 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,523 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,534 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.917, mIoU: 0.637
2023-07-25 23:32:47,547 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,562 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,576 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 23:32:47,591 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.916, mIoU: 0.638
2023-07-25 23:32:47,605 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,618 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,632 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:47,647 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,659 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,674 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,689 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,704 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,716 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,731 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,745 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,759 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,773 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,785 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,800 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,814 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,828 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,842 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:47,855 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.917, mIoU: 0.641
2023-07-25 23:32:47,869 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,883 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,897 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,911 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,926 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,941 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,956 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,965 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:47,979 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:47,991 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,003 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,019 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,034 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,047 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,059 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,072 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,085 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,099 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,112 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,127 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,141 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,153 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,168 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-25 23:32:48,182 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,194 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,208 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,223 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,235 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,249 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,260 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,275 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,290 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:48,304 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-25 23:32:48,318 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:48,330 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:48,343 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:48,356 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-25 23:32:48,370 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,385 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,398 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,412 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,426 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,441 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,455 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.916, mIoU: 0.637
2023-07-25 23:32:48,467 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,481 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,497 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,512 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,527 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,541 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,549 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,563 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,575 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,588 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,602 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,617 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,631 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,645 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,660 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,674 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,689 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,701 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,716 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,731 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,745 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,760 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,774 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,790 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,802 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,816 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,830 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,844 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,857 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,869 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,883 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,898 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,912 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:48,926 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:48,941 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,955 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:48,969 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:48,982 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:48,996 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,008 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,022 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,037 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,051 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,065 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,077 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,092 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,106 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,120 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,134 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,148 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,162 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,176 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,189 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,202 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,215 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,230 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,244 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,259 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,273 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,288 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,302 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,311 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,325 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,338 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,352 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-25 23:32:49,367 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,381 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,396 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,408 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,418 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,434 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,447 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,461 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,473 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,487 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,500 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,512 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,526 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,539 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,552 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,565 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,577 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.916, mIoU: 0.635
2023-07-25 23:32:49,590 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,603 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,617 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,628 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,642 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,655 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,669 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,683 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,694 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,707 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,721 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:32:49,737 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-25 23:33:05,795 semantic_segmentation INFO: Iters: 78410/150000 || Lr: 0.010278 || Task Loss: 0.4299 || KD Loss: 0.1081|| 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, 12:46:50 || Estimated Time: 1 day, 9:34:52
2023-07-25 23:33:21,860 semantic_segmentation INFO: Iters: 78420/150000 || Lr: 0.010277 || Task Loss: 0.3806 || KD Loss: 0.0661|| 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, 12:47:06 || Estimated Time: 1 day, 9:34:35
2023-07-25 23:33:37,955 semantic_segmentation INFO: Iters: 78430/150000 || Lr: 0.010276 || Task Loss: 0.4423 || KD Loss: 0.0604|| 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, 12:47:22 || Estimated Time: 1 day, 9:34:17
2023-07-25 23:33:53,999 semantic_segmentation INFO: Iters: 78440/150000 || Lr: 0.010274 || Task Loss: 0.5460 || KD Loss: 0.1409|| 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, 12:47:38 || Estimated Time: 1 day, 9:34:00
2023-07-25 23:34:10,083 semantic_segmentation INFO: Iters: 78450/150000 || Lr: 0.010273 || Task Loss: 0.3425 || KD Loss: 0.0582|| 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, 12:47:54 || Estimated Time: 1 day, 9:33:42
2023-07-25 23:34:26,195 semantic_segmentation INFO: Iters: 78460/150000 || Lr: 0.010272 || Task Loss: 0.4110 || KD Loss: 0.0804|| 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, 12:48:10 || Estimated Time: 1 day, 9:33:24
2023-07-25 23:34:42,345 semantic_segmentation INFO: Iters: 78470/150000 || Lr: 0.010271 || Task Loss: 0.5568 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:48:26 || Estimated Time: 1 day, 9:33:07
2023-07-25 23:34:58,423 semantic_segmentation INFO: Iters: 78480/150000 || Lr: 0.010269 || Task Loss: 0.4987 || KD Loss: 0.1734|| 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, 12:48:42 || Estimated Time: 1 day, 9:32:49
2023-07-25 23:35:14,537 semantic_segmentation INFO: Iters: 78490/150000 || Lr: 0.010268 || Task Loss: 0.3655 || KD Loss: 0.0709|| 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, 12:48:59 || Estimated Time: 1 day, 9:32:32
2023-07-25 23:35:30,661 semantic_segmentation INFO: Iters: 78500/150000 || Lr: 0.010267 || Task Loss: 0.4147 || KD Loss: 0.0910|| 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, 12:49:15 || Estimated Time: 1 day, 9:32:14
2023-07-25 23:35:46,798 semantic_segmentation INFO: Iters: 78510/150000 || Lr: 0.010265 || Task Loss: 0.4627 || KD Loss: 0.1125|| 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, 12:49:31 || Estimated Time: 1 day, 9:31:56
2023-07-25 23:36:02,892 semantic_segmentation INFO: Iters: 78520/150000 || Lr: 0.010264 || Task Loss: 0.4474 || KD Loss: 0.0821|| 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, 12:49:47 || Estimated Time: 1 day, 9:31:39
2023-07-25 23:36:19,062 semantic_segmentation INFO: Iters: 78530/150000 || Lr: 0.010263 || Task Loss: 0.3873 || KD Loss: 0.0895|| 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, 12:50:03 || Estimated Time: 1 day, 9:31:21
2023-07-25 23:36:35,255 semantic_segmentation INFO: Iters: 78540/150000 || Lr: 0.010261 || Task Loss: 0.3736 || KD Loss: 0.0741|| 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, 12:50:19 || Estimated Time: 1 day, 9:31:04
2023-07-25 23:36:51,409 semantic_segmentation INFO: Iters: 78550/150000 || Lr: 0.010260 || Task Loss: 0.3835 || KD Loss: 0.0808|| 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, 12:50:35 || Estimated Time: 1 day, 9:30:46
2023-07-25 23:37:08,146 semantic_segmentation INFO: Iters: 78560/150000 || Lr: 0.010259 || Task Loss: 0.3179 || KD Loss: 0.0507|| 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, 12:50:52 || Estimated Time: 1 day, 9:30:29
2023-07-25 23:37:27,019 semantic_segmentation INFO: Iters: 78570/150000 || Lr: 0.010258 || Task Loss: 0.3291 || KD Loss: 0.0539|| 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, 12:51:11 || Estimated Time: 1 day, 9:30:14
2023-07-25 23:37:43,193 semantic_segmentation INFO: Iters: 78580/150000 || Lr: 0.010256 || Task Loss: 0.3434 || KD Loss: 0.0551|| 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, 12:51:27 || Estimated Time: 1 day, 9:29:57
2023-07-25 23:37:59,299 semantic_segmentation INFO: Iters: 78590/150000 || Lr: 0.010255 || Task Loss: 0.3794 || KD Loss: 0.0815|| 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, 12:51:43 || Estimated Time: 1 day, 9:29:39
2023-07-25 23:38:15,351 semantic_segmentation INFO: Iters: 78600/150000 || Lr: 0.010254 || Task Loss: 0.5806 || KD Loss: 0.1671|| 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, 12:51:59 || Estimated Time: 1 day, 9:29:21
2023-07-25 23:38:31,444 semantic_segmentation INFO: Iters: 78610/150000 || Lr: 0.010252 || Task Loss: 0.4722 || KD Loss: 0.0696|| 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, 12:52:15 || Estimated Time: 1 day, 9:29:04
2023-07-25 23:38:47,544 semantic_segmentation INFO: Iters: 78620/150000 || Lr: 0.010251 || Task Loss: 0.3668 || KD Loss: 0.0531|| 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, 12:52:32 || Estimated Time: 1 day, 9:28:46
2023-07-25 23:39:03,729 semantic_segmentation INFO: Iters: 78630/150000 || Lr: 0.010250 || Task Loss: 0.3745 || KD Loss: 0.0704|| 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, 12:52:48 || Estimated Time: 1 day, 9:28:29
2023-07-25 23:39:19,886 semantic_segmentation INFO: Iters: 78640/150000 || Lr: 0.010249 || Task Loss: 0.3478 || KD Loss: 0.0671|| 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, 12:53:04 || Estimated Time: 1 day, 9:28:11
2023-07-25 23:39:35,971 semantic_segmentation INFO: Iters: 78650/150000 || Lr: 0.010247 || Task Loss: 0.3008 || KD Loss: 0.0458|| 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, 12:53:20 || Estimated Time: 1 day, 9:27:53
2023-07-25 23:39:52,058 semantic_segmentation INFO: Iters: 78660/150000 || Lr: 0.010246 || Task Loss: 0.3119 || KD Loss: 0.0586|| 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, 12:53:36 || Estimated Time: 1 day, 9:27:36
2023-07-25 23:40:08,185 semantic_segmentation INFO: Iters: 78670/150000 || Lr: 0.010245 || Task Loss: 0.5571 || KD Loss: 0.1624|| 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, 12:53:52 || Estimated Time: 1 day, 9:27:18
2023-07-25 23:40:24,344 semantic_segmentation INFO: Iters: 78680/150000 || Lr: 0.010243 || Task Loss: 0.5218 || KD Loss: 0.1205|| 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, 12:54:08 || Estimated Time: 1 day, 9:27:01
2023-07-25 23:40:40,476 semantic_segmentation INFO: Iters: 78690/150000 || Lr: 0.010242 || Task Loss: 0.3688 || KD Loss: 0.0662|| 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, 12:54:24 || Estimated Time: 1 day, 9:26:43
2023-07-25 23:40:56,557 semantic_segmentation INFO: Iters: 78700/150000 || Lr: 0.010241 || Task Loss: 0.3366 || KD Loss: 0.0485|| 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, 12:54:41 || Estimated Time: 1 day, 9:26:26
2023-07-25 23:41:12,686 semantic_segmentation INFO: Iters: 78710/150000 || Lr: 0.010240 || Task Loss: 0.2853 || KD Loss: 0.0618|| 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, 12:54:57 || Estimated Time: 1 day, 9:26:08
2023-07-25 23:41:28,799 semantic_segmentation INFO: Iters: 78720/150000 || Lr: 0.010238 || Task Loss: 0.3493 || KD Loss: 0.0458|| 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, 12:55:13 || Estimated Time: 1 day, 9:25:50
2023-07-25 23:41:44,892 semantic_segmentation INFO: Iters: 78730/150000 || Lr: 0.010237 || Task Loss: 0.3589 || KD Loss: 0.1131|| 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, 12:55:29 || Estimated Time: 1 day, 9:25:33
2023-07-25 23:42:01,003 semantic_segmentation INFO: Iters: 78740/150000 || Lr: 0.010236 || Task Loss: 0.4564 || KD Loss: 0.1033|| 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, 12:55:45 || Estimated Time: 1 day, 9:25:15
2023-07-25 23:42:17,060 semantic_segmentation INFO: Iters: 78750/150000 || Lr: 0.010234 || Task Loss: 0.4114 || KD Loss: 0.0774|| 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, 12:56:01 || Estimated Time: 1 day, 9:24:58
2023-07-25 23:42:33,126 semantic_segmentation INFO: Iters: 78760/150000 || Lr: 0.010233 || Task Loss: 0.3013 || KD Loss: 0.0774|| 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, 12:56:17 || Estimated Time: 1 day, 9:24:40
2023-07-25 23:42:49,220 semantic_segmentation INFO: Iters: 78770/150000 || Lr: 0.010232 || Task Loss: 0.2946 || KD Loss: 0.0522|| 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, 12:56:33 || Estimated Time: 1 day, 9:24:22
2023-07-25 23:43:05,357 semantic_segmentation INFO: Iters: 78780/150000 || Lr: 0.010230 || Task Loss: 0.5395 || KD Loss: 0.1489|| 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, 12:56:49 || Estimated Time: 1 day, 9:24:05
2023-07-25 23:43:21,442 semantic_segmentation INFO: Iters: 78790/150000 || Lr: 0.010229 || Task Loss: 0.3544 || KD Loss: 0.0474|| 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, 12:57:05 || Estimated Time: 1 day, 9:23:47
2023-07-25 23:43:37,611 semantic_segmentation INFO: Iters: 78800/150000 || Lr: 0.010228 || Task Loss: 0.5563 || KD Loss: 0.1363|| 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, 12:57:22 || Estimated Time: 1 day, 9:23:30
2023-07-25 23:43:53,620 semantic_segmentation INFO: Iters: 78810/150000 || Lr: 0.010227 || Task Loss: 0.5561 || KD Loss: 0.2238|| 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, 12:57:38 || Estimated Time: 1 day, 9:23:12
2023-07-25 23:44:09,847 semantic_segmentation INFO: Iters: 78820/150000 || Lr: 0.010225 || Task Loss: 0.4001 || KD Loss: 0.0820|| 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, 12:57:54 || Estimated Time: 1 day, 9:22:55
2023-07-25 23:44:25,964 semantic_segmentation INFO: Iters: 78830/150000 || Lr: 0.010224 || Task Loss: 0.3749 || KD Loss: 0.0573|| 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, 12:58:10 || Estimated Time: 1 day, 9:22:37
2023-07-25 23:44:42,124 semantic_segmentation INFO: Iters: 78840/150000 || Lr: 0.010223 || Task Loss: 0.3451 || KD Loss: 0.0857|| 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, 12:58:26 || Estimated Time: 1 day, 9:22:19
2023-07-25 23:44:58,268 semantic_segmentation INFO: Iters: 78850/150000 || Lr: 0.010221 || Task Loss: 0.4040 || KD Loss: 0.0849|| 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, 12:58:42 || Estimated Time: 1 day, 9:22:02
2023-07-25 23:45:14,415 semantic_segmentation INFO: Iters: 78860/150000 || Lr: 0.010220 || Task Loss: 0.5106 || KD Loss: 0.0960|| 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, 12:58:58 || Estimated Time: 1 day, 9:21:44
2023-07-25 23:45:30,583 semantic_segmentation INFO: Iters: 78870/150000 || Lr: 0.010219 || Task Loss: 0.2871 || KD Loss: 0.0772|| 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, 12:59:15 || Estimated Time: 1 day, 9:21:27
2023-07-25 23:45:46,716 semantic_segmentation INFO: Iters: 78880/150000 || Lr: 0.010218 || Task Loss: 0.4216 || KD Loss: 0.0953|| 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, 12:59:31 || Estimated Time: 1 day, 9:21:09
2023-07-25 23:46:02,833 semantic_segmentation INFO: Iters: 78890/150000 || Lr: 0.010216 || Task Loss: 0.3237 || KD Loss: 0.0662|| 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, 12:59:47 || Estimated Time: 1 day, 9:20:52
2023-07-25 23:46:18,926 semantic_segmentation INFO: Iters: 78900/150000 || Lr: 0.010215 || Task Loss: 0.2682 || KD Loss: 0.0392|| 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, 13:00:03 || Estimated Time: 1 day, 9:20:34
2023-07-25 23:46:34,981 semantic_segmentation INFO: Iters: 78910/150000 || Lr: 0.010214 || Task Loss: 0.3709 || KD Loss: 0.0539|| 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, 13:00:19 || Estimated Time: 1 day, 9:20:16
2023-07-25 23:46:51,035 semantic_segmentation INFO: Iters: 78920/150000 || Lr: 0.010212 || Task Loss: 0.4618 || KD Loss: 0.0776|| 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, 13:00:35 || Estimated Time: 1 day, 9:19:59
2023-07-25 23:47:07,152 semantic_segmentation INFO: Iters: 78930/150000 || Lr: 0.010211 || Task Loss: 0.2747 || KD Loss: 0.0504|| 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, 13:00:51 || Estimated Time: 1 day, 9:19:41
2023-07-25 23:47:23,235 semantic_segmentation INFO: Iters: 78940/150000 || Lr: 0.010210 || Task Loss: 0.3276 || KD Loss: 0.1072|| 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, 13:01:07 || Estimated Time: 1 day, 9:19:24
2023-07-25 23:47:39,315 semantic_segmentation INFO: Iters: 78950/150000 || Lr: 0.010208 || Task Loss: 0.3548 || KD Loss: 0.0498|| 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, 13:01:23 || Estimated Time: 1 day, 9:19:06
2023-07-25 23:47:55,310 semantic_segmentation INFO: Iters: 78960/150000 || Lr: 0.010207 || Task Loss: 0.3712 || KD Loss: 0.0976|| 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, 13:01:39 || Estimated Time: 1 day, 9:18:48
2023-07-25 23:48:11,345 semantic_segmentation INFO: Iters: 78970/150000 || Lr: 0.010206 || Task Loss: 0.3970 || KD Loss: 0.0796|| 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, 13:01:55 || Estimated Time: 1 day, 9:18:31
2023-07-25 23:48:27,439 semantic_segmentation INFO: Iters: 78980/150000 || Lr: 0.010205 || Task Loss: 0.3398 || KD Loss: 0.0500|| 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, 13:02:11 || Estimated Time: 1 day, 9:18:13
2023-07-25 23:48:43,557 semantic_segmentation INFO: Iters: 78990/150000 || Lr: 0.010203 || Task Loss: 0.5023 || KD Loss: 0.1116|| 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, 13:02:28 || Estimated Time: 1 day, 9:17:56
2023-07-25 23:48:59,635 semantic_segmentation INFO: Iters: 79000/150000 || Lr: 0.010202 || Task Loss: 0.3778 || KD Loss: 0.0856|| 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, 13:02:44 || Estimated Time: 1 day, 9:17:38
2023-07-25 23:49:15,672 semantic_segmentation INFO: Iters: 79010/150000 || Lr: 0.010201 || Task Loss: 0.3837 || KD Loss: 0.1039|| 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, 13:03:00 || Estimated Time: 1 day, 9:17:20
2023-07-25 23:49:31,721 semantic_segmentation INFO: Iters: 79020/150000 || Lr: 0.010199 || Task Loss: 0.3487 || KD Loss: 0.0598|| 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, 13:03:16 || Estimated Time: 1 day, 9:17:03
2023-07-25 23:49:47,709 semantic_segmentation INFO: Iters: 79030/150000 || Lr: 0.010198 || Task Loss: 0.4129 || KD Loss: 0.0656|| 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, 13:03:32 || Estimated Time: 1 day, 9:16:45
2023-07-25 23:50:03,772 semantic_segmentation INFO: Iters: 79040/150000 || Lr: 0.010197 || Task Loss: 0.3851 || KD Loss: 0.0626|| 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, 13:03:48 || Estimated Time: 1 day, 9:16:27
2023-07-25 23:50:19,809 semantic_segmentation INFO: Iters: 79050/150000 || Lr: 0.010196 || Task Loss: 0.4167 || KD Loss: 0.0713|| 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, 13:04:04 || Estimated Time: 1 day, 9:16:10
2023-07-25 23:50:35,812 semantic_segmentation INFO: Iters: 79060/150000 || Lr: 0.010194 || Task Loss: 0.3057 || KD Loss: 0.0591|| 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, 13:04:20 || Estimated Time: 1 day, 9:15:52
2023-07-25 23:50:51,826 semantic_segmentation INFO: Iters: 79070/150000 || Lr: 0.010193 || Task Loss: 0.3631 || KD Loss: 0.0599|| 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, 13:04:36 || Estimated Time: 1 day, 9:15:34
2023-07-25 23:51:07,900 semantic_segmentation INFO: Iters: 79080/150000 || Lr: 0.010192 || Task Loss: 0.4838 || KD Loss: 0.0704|| 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, 13:04:52 || Estimated Time: 1 day, 9:15:17
2023-07-25 23:51:23,984 semantic_segmentation INFO: Iters: 79090/150000 || Lr: 0.010190 || Task Loss: 0.2315 || KD Loss: 0.0484|| 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, 13:05:08 || Estimated Time: 1 day, 9:14:59
2023-07-25 23:51:40,046 semantic_segmentation INFO: Iters: 79100/150000 || Lr: 0.010189 || Task Loss: 0.3463 || KD Loss: 0.0640|| 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, 13:05:24 || Estimated Time: 1 day, 9:14:42
2023-07-25 23:51:56,144 semantic_segmentation INFO: Iters: 79110/150000 || Lr: 0.010188 || Task Loss: 0.2594 || KD Loss: 0.0292|| 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, 13:05:40 || Estimated Time: 1 day, 9:14:24
2023-07-25 23:52:12,189 semantic_segmentation INFO: Iters: 79120/150000 || Lr: 0.010186 || Task Loss: 0.3240 || KD Loss: 0.0486|| 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, 13:05:56 || Estimated Time: 1 day, 9:14:06
2023-07-25 23:52:28,316 semantic_segmentation INFO: Iters: 79130/150000 || Lr: 0.010185 || Task Loss: 0.4454 || KD Loss: 0.1897|| 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, 13:06:12 || Estimated Time: 1 day, 9:13:49
2023-07-25 23:52:44,393 semantic_segmentation INFO: Iters: 79140/150000 || Lr: 0.010184 || Task Loss: 0.4910 || KD Loss: 0.0945|| 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, 13:06:28 || Estimated Time: 1 day, 9:13:31
2023-07-25 23:53:00,513 semantic_segmentation INFO: Iters: 79150/150000 || Lr: 0.010183 || Task Loss: 0.3573 || KD Loss: 0.0643|| 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, 13:06:44 || Estimated Time: 1 day, 9:13:14
2023-07-25 23:53:16,601 semantic_segmentation INFO: Iters: 79160/150000 || Lr: 0.010181 || Task Loss: 0.3621 || KD Loss: 0.0592|| 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, 13:07:01 || Estimated Time: 1 day, 9:12:56
2023-07-25 23:53:32,695 semantic_segmentation INFO: Iters: 79170/150000 || Lr: 0.010180 || Task Loss: 0.3254 || KD Loss: 0.0519|| 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, 13:07:17 || Estimated Time: 1 day, 9:12:38
2023-07-25 23:53:48,820 semantic_segmentation INFO: Iters: 79180/150000 || Lr: 0.010179 || Task Loss: 0.3041 || KD Loss: 0.0473|| 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, 13:07:33 || Estimated Time: 1 day, 9:12:21
2023-07-25 23:54:04,884 semantic_segmentation INFO: Iters: 79190/150000 || Lr: 0.010177 || Task Loss: 0.2110 || KD Loss: 0.0562|| 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, 13:07:49 || Estimated Time: 1 day, 9:12:03
2023-07-25 23:54:20,943 semantic_segmentation INFO: Iters: 79200/150000 || Lr: 0.010176 || Task Loss: 0.2905 || KD Loss: 0.0434|| 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, 13:08:05 || Estimated Time: 1 day, 9:11:46
2023-07-25 23:54:21,055 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-25 23:54:21,504 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-25 23:54:21,543 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.137
2023-07-25 23:54:21,555 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-25 23:54:21,569 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.983, mIoU: 0.172
2023-07-25 23:54:21,582 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.245
2023-07-25 23:54:21,594 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.286
2023-07-25 23:54:21,607 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.328
2023-07-25 23:54:21,621 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.332
2023-07-25 23:54:21,633 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.373
2023-07-25 23:54:21,646 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.413
2023-07-25 23:54:21,660 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.460
2023-07-25 23:54:21,674 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.507
2023-07-25 23:54:21,686 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.486
2023-07-25 23:54:21,699 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.469
2023-07-25 23:54:21,713 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.465
2023-07-25 23:54:21,725 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.461
2023-07-25 23:54:21,735 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.460
2023-07-25 23:54:21,747 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.459
2023-07-25 23:54:21,760 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.458
2023-07-25 23:54:21,775 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.502
2023-07-25 23:54:21,789 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.504
2023-07-25 23:54:21,803 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.515
2023-07-25 23:54:21,817 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.553
2023-07-25 23:54:21,831 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.552
2023-07-25 23:54:21,846 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.552
2023-07-25 23:54:21,859 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.551
2023-07-25 23:54:21,873 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.556
2023-07-25 23:54:21,884 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.557
2023-07-25 23:54:21,898 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.545
2023-07-25 23:54:21,912 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.545
2023-07-25 23:54:21,925 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.546
2023-07-25 23:54:21,940 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.545
2023-07-25 23:54:21,955 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.553
2023-07-25 23:54:21,971 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.552
2023-07-25 23:54:21,986 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.581
2023-07-25 23:54:22,001 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.582
2023-07-25 23:54:22,014 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.580
2023-07-25 23:54:22,026 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.624
2023-07-25 23:54:22,042 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.627
2023-07-25 23:54:22,054 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.626
2023-07-25 23:54:22,067 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-25 23:54:22,081 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.648
2023-07-25 23:54:22,095 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-25 23:54:22,109 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-25 23:54:22,124 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-25 23:54:22,138 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-25 23:54:22,151 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.660
2023-07-25 23:54:22,163 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-25 23:54:22,177 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.653
2023-07-25 23:54:22,193 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.654
2023-07-25 23:54:22,208 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.653
2023-07-25 23:54:22,222 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.653
2023-07-25 23:54:22,235 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.650
2023-07-25 23:54:22,250 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.646
2023-07-25 23:54:22,265 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.647
2023-07-25 23:54:22,277 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.646
2023-07-25 23:54:22,292 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.642
2023-07-25 23:54:22,309 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-25 23:54:22,322 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.646
2023-07-25 23:54:22,336 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-25 23:54:22,349 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-25 23:54:22,363 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-25 23:54:22,376 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-25 23:54:22,393 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-25 23:54:22,406 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-25 23:54:22,420 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-25 23:54:22,435 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-25 23:54:22,447 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-25 23:54:22,462 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-25 23:54:22,476 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-25 23:54:22,491 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-25 23:54:22,504 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-25 23:54:22,519 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-25 23:54:22,533 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-25 23:54:22,547 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-25 23:54:22,562 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-25 23:54:22,576 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-25 23:54:22,585 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-25 23:54:22,599 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-25 23:54:22,615 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-25 23:54:22,627 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-25 23:54:22,641 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-25 23:54:22,655 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-25 23:54:22,670 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 23:54:22,685 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-25 23:54:22,699 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-25 23:54:22,713 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-25 23:54:22,727 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-25 23:54:22,741 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-25 23:54:22,754 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:54:22,768 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:54:22,783 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-25 23:54:22,797 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-25 23:54:22,811 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-25 23:54:22,825 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.727
2023-07-25 23:54:22,839 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-25 23:54:22,852 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-25 23:54:22,864 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-25 23:54:22,878 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-25 23:54:22,891 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-25 23:54:22,905 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-25 23:54:22,918 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-25 23:54:22,931 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-25 23:54:22,944 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-25 23:54:22,959 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-25 23:54:22,971 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-25 23:54:22,987 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-25 23:54:23,002 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-25 23:54:23,015 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-25 23:54:23,028 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-25 23:54:23,040 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-25 23:54:23,053 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-25 23:54:23,067 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-25 23:54:23,081 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-25 23:54:23,096 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-25 23:54:23,109 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-25 23:54:23,121 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-25 23:54:23,136 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-25 23:54:23,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-25 23:54:23,162 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-25 23:54:23,176 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-25 23:54:23,189 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-25 23:54:23,201 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-25 23:54:23,216 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-25 23:54:23,230 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-25 23:54:23,238 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-25 23:54:23,249 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-25 23:54:23,264 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-25 23:54:23,272 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-25 23:54:23,285 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-25 23:54:23,299 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 23:54:23,314 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-25 23:54:23,326 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 23:54:23,340 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-25 23:54:23,353 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-25 23:54:23,365 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-25 23:54:23,379 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-25 23:54:23,392 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 23:54:23,407 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-25 23:54:23,420 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-25 23:54:23,434 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-25 23:54:23,449 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-25 23:54:23,463 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:23,478 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:23,493 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:23,506 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-25 23:54:23,521 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:23,535 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:23,545 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-25 23:54:23,559 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 23:54:23,573 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-25 23:54:23,586 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 23:54:23,600 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-25 23:54:23,612 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:54:23,625 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-25 23:54:23,640 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 23:54:23,654 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-25 23:54:23,669 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-25 23:54:26,380 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-25 23:54:26,425 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.926, mIoU: 0.673
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2023-07-25 23:54:26,463 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-25 23:54:26,477 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-25 23:54:26,505 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-25 23:54:26,531 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-25 23:54:26,544 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 23:54:26,558 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 23:54:26,570 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-25 23:54:26,585 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-25 23:54:26,599 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.923, mIoU: 0.662
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2023-07-25 23:54:26,641 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.922, mIoU: 0.657
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2023-07-25 23:54:26,670 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-25 23:54:26,684 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.658
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2023-07-25 23:54:26,784 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-25 23:54:26,812 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 23:54:26,826 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-25 23:54:26,868 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-25 23:54:26,894 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-25 23:54:26,921 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.923, mIoU: 0.660
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2023-07-25 23:54:26,966 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 23:54:26,978 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 23:54:26,991 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-25 23:54:27,007 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.924, mIoU: 0.660
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2023-07-25 23:54:27,093 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.925, mIoU: 0.659
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2023-07-25 23:54:27,122 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.925, mIoU: 0.659
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2023-07-25 23:54:27,198 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 23:54:27,212 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-25 23:54:27,226 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-25 23:54:27,241 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.925, mIoU: 0.660
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2023-07-25 23:54:27,324 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.925, mIoU: 0.661
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2023-07-25 23:54:27,394 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.925, mIoU: 0.667
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2023-07-25 23:54:27,767 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 23:54:27,781 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 23:54:27,795 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.924, mIoU: 0.663
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2023-07-25 23:54:27,824 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 23:54:27,838 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-25 23:54:27,852 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-25 23:54:27,860 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.924, mIoU: 0.664
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2023-07-25 23:54:27,883 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.924, mIoU: 0.664
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2023-07-25 23:54:27,923 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-25 23:54:27,937 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.925, mIoU: 0.666
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2023-07-25 23:54:27,967 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.925, mIoU: 0.666
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2023-07-25 23:54:28,008 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-25 23:54:28,023 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.668
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2023-07-25 23:54:28,053 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-25 23:54:28,079 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-25 23:54:28,092 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-25 23:54:28,106 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-25 23:54:28,120 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 23:54:28,133 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-25 23:54:28,147 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 23:54:28,157 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 23:54:28,169 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-25 23:54:28,183 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-25 23:54:28,197 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-25 23:54:28,208 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-25 23:54:28,221 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 23:54:28,233 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 23:54:28,247 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-25 23:54:28,275 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-25 23:54:28,283 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-25 23:54:28,297 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-25 23:54:28,311 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.676
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2023-07-25 23:54:28,351 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-25 23:54:28,364 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 23:54:28,378 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-25 23:54:28,391 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-25 23:54:28,405 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.927, mIoU: 0.677
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2023-07-25 23:54:28,435 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.928, mIoU: 0.676
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2023-07-25 23:54:28,463 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.927, mIoU: 0.675
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2023-07-25 23:54:28,490 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-25 23:54:28,505 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-25 23:54:28,519 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-25 23:54:28,549 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-25 23:54:28,580 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-25 23:54:28,733 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-25 23:54:28,744 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-25 23:54:28,781 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-25 23:54:28,883 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-25 23:54:28,951 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-25 23:54:28,979 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-25 23:54:29,005 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-25 23:54:29,072 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-25 23:54:29,086 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 23:54:29,101 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 23:54:29,116 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-25 23:54:29,128 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-25 23:54:29,143 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 23:54:29,158 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 23:54:29,170 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 23:54:29,185 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-25 23:54:29,199 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,213 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,227 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,240 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,255 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,269 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,285 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,295 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,310 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-25 23:54:29,325 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,337 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,351 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,364 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,378 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,392 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,407 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,419 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,431 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,444 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,458 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,472 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,487 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,500 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,514 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:54:29,527 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-25 23:54:29,541 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,556 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,568 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,582 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,597 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,611 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,625 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,639 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,650 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,664 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-25 23:54:29,678 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,692 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,706 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,720 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,731 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,745 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-25 23:54:29,760 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,774 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,787 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,801 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,815 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-25 23:54:29,830 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:29,844 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:29,858 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:29,872 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:29,887 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:29,901 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:29,915 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:29,927 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:29,941 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:54:29,955 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:54:29,970 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-25 23:54:29,982 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:29,997 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,009 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,023 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,038 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,052 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:30,068 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:30,083 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-25 23:54:30,098 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,111 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,125 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,138 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,152 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:54:30,169 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-25 23:54:30,183 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,198 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,207 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,220 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,234 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,246 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,260 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,272 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,285 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,300 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,316 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,331 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,346 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,359 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,373 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,386 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,400 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,415 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,430 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,445 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,459 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,473 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,486 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,500 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,514 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,526 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,539 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,552 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:30,567 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,582 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,594 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,608 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,622 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,637 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,649 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-25 23:54:30,661 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,669 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,683 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-25 23:54:30,698 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,712 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,727 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,741 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-25 23:54:30,756 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,772 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,787 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,800 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,814 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,828 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,842 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:30,857 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:30,869 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:30,882 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:30,895 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:30,908 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:30,921 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:30,934 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:30,946 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:30,959 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:30,974 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:30,986 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:30,999 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:31,011 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:31,022 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:31,035 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-25 23:54:31,049 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,063 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,078 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:31,093 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:31,107 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:31,119 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,134 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:31,148 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,164 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,179 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:31,193 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,208 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,221 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,233 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,245 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:31,260 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-25 23:54:31,276 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,289 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,301 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,316 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,329 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,344 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,358 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,372 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,385 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,399 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,412 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,425 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,440 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,453 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,468 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,480 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,495 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,510 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,522 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,535 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,549 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,564 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,579 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,593 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,605 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,618 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,631 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,644 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:31,659 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:31,675 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,688 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,702 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,715 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,730 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,744 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,756 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:31,769 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,783 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:31,798 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:31,810 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:31,824 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,838 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,851 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,864 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,878 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:31,892 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:31,908 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:31,920 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:31,933 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:31,946 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:31,961 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:31,974 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:31,987 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,002 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,016 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:32,029 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:32,044 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-25 23:54:32,059 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,075 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,091 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,105 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,118 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,131 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,144 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,156 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,168 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,183 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,195 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:32,208 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:32,221 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:32,235 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,249 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,264 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,276 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,289 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,303 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,317 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:32,332 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:32,346 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:32,358 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,370 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,381 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,396 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,412 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,425 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,439 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,450 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,463 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,477 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,491 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,504 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,519 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,531 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,546 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,559 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,573 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,585 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,600 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,614 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-25 23:54:32,627 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,642 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,656 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-25 23:54:32,670 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,684 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,698 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,712 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,726 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,739 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,753 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,767 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,780 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,793 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,805 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,821 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,834 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,850 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,864 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,875 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,888 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,904 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,918 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,930 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,945 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,959 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:32,971 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:32,984 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:32,999 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:33,013 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:33,026 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:33,037 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,053 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:33,067 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:33,081 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:33,094 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:33,108 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:33,123 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:33,138 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:33,152 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:33,164 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:33,179 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,191 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,205 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,219 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,231 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,245 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,258 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,272 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,287 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,301 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,315 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,329 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,342 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,355 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,370 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,385 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,400 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,414 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,424 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,438 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,450 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,465 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,479 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,494 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:33,508 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,522 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,537 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,550 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,566 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,581 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,593 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,607 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,621 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,635 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:33,648 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,662 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,677 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,691 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:33,704 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,718 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,732 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,744 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,758 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,772 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,785 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,798 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:33,811 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,824 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,839 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,853 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,868 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,882 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,897 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,909 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,922 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,936 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,949 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:33,962 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:33,976 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:33,991 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:54:34,005 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:54:34,020 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:54:34,032 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:54:34,044 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-25 23:54:34,059 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,073 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,085 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,099 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,113 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,128 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,141 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,156 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,171 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,184 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,193 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,208 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,222 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,235 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,249 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,264 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,278 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,292 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,306 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,321 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,336 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,350 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,364 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,380 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,395 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,408 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,422 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-25 23:54:34,436 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,449 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-25 23:54:34,461 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,475 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,489 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,503 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,510 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,522 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-25 23:54:34,534 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,546 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,557 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:34,570 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,584 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,598 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,609 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,621 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,635 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:34,645 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,660 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,672 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,686 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,700 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,714 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,729 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,739 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,752 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,766 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,780 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,795 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,809 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,821 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,831 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,842 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,854 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,865 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,880 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,892 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,906 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-25 23:54:34,921 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-25 23:54:34,936 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:34,949 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:34,963 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:34,977 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:34,991 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,006 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,020 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,034 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,049 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,064 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,076 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,089 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,103 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,116 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,132 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,147 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,161 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,176 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,192 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,208 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-25 23:54:35,220 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-25 23:54:35,234 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-25 23:54:35,248 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,262 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,276 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,289 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,302 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,316 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-25 23:54:35,330 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 23:54:35,344 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 23:54:35,359 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 23:54:35,373 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 23:54:35,388 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-25 23:54:35,402 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,416 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,428 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,443 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,453 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,466 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,480 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,491 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,505 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,520 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-25 23:54:35,534 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,549 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,563 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,578 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,592 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,604 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,618 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,630 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,645 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,659 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,671 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,685 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,698 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-25 23:54:35,712 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:35,726 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:35,741 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-25 23:54:35,755 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-25 23:54:35,770 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-25 23:54:35,783 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-25 23:54:35,795 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-25 23:54:35,810 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:35,822 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:35,835 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-25 23:54:35,850 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,864 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,879 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,891 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-25 23:54:35,904 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:35,918 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:35,933 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:35,948 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:35,960 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:35,973 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:35,987 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,001 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,016 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,030 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,044 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,059 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,072 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,086 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-25 23:54:36,101 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,115 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,129 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,144 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,158 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,173 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,187 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,202 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,214 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-25 23:54:36,228 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,242 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,257 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,269 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,284 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,299 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,313 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,327 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,342 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,356 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,369 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,383 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,398 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:36,410 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-25 23:54:36,424 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:36,437 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-25 23:54:36,445 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,459 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,474 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,486 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:36,501 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,515 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,528 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 23:54:36,540 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 23:54:36,555 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 23:54:36,569 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 23:54:36,583 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,599 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,613 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,629 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,643 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,656 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,670 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,684 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,699 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,710 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,723 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,737 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,751 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,765 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,780 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,793 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,807 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,821 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,833 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,848 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,863 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,877 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,891 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,904 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,919 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:36,933 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,947 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,961 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,974 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:36,988 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,001 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,013 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,025 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,039 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,053 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,068 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,082 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,092 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,104 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,120 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,135 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,147 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,166 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,182 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,196 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,209 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,222 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,236 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,249 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,263 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,275 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-25 23:54:37,288 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.932, mIoU: 0.693
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2023-07-25 23:54:37,317 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,331 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,345 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,358 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,372 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,386 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,398 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-25 23:54:37,412 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.932, mIoU: 0.694
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2023-07-25 23:54:37,440 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,454 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,466 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,478 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,492 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,507 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,520 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,533 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-25 23:54:37,563 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-25 23:54:37,587 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:37,601 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:37,616 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:37,630 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-25 23:54:37,644 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,656 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,670 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-25 23:54:37,684 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,696 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:37,716 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:37,730 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:37,745 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:37,759 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:37,774 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,789 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,802 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,816 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,829 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,842 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,857 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,872 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,885 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,899 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,910 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,924 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,939 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,953 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,966 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,980 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:37,996 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,010 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,021 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,036 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,050 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,060 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:38,075 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:38,089 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:38,103 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:38,116 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-25 23:54:38,127 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,141 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,154 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,168 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,181 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,197 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,209 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,221 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,235 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,249 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,262 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,276 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,292 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,304 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,319 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,333 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,347 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,361 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,374 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,386 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,401 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,415 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,430 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,443 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,455 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,469 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,483 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,496 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,508 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,522 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,537 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,551 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,565 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,579 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,594 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,607 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,620 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,634 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,647 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,661 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,676 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,690 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,704 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-25 23:54:38,719 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-25 23:54:38,733 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,747 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,761 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,775 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,790 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,805 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,819 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,834 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,848 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,860 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,872 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,887 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,901 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,914 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,928 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,943 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,957 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:38,971 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:38,985 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,000 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,014 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,026 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,039 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,051 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,064 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,076 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,091 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,105 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,117 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,130 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,144 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,154 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,168 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,182 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,198 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,213 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,227 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,239 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,253 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,267 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,279 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,295 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,309 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,324 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:39,336 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:39,350 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-25 23:54:39,378 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,392 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:39,404 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:39,418 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:39,432 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-25 23:54:39,460 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,472 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,486 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,500 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,514 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,528 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,543 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,557 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,572 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,582 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,596 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,608 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,621 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,637 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,651 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,664 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,677 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,690 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,703 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,717 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,730 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,744 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,759 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,771 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,785 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,800 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,812 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-25 23:54:39,826 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,841 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,853 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,867 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,878 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,893 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,907 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,921 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,936 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,948 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,960 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,974 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-25 23:54:39,988 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,001 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,014 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,026 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,040 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,055 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:40,069 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,082 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,096 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,111 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,126 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,140 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,155 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,162 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,177 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,190 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,203 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,218 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,233 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,247 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,262 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,277 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,291 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,306 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,318 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,333 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,349 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,363 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,378 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,393 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,409 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,422 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,436 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,451 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,465 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,477 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,490 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,504 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,519 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,533 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-25 23:54:40,547 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,562 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,576 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,590 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,602 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-25 23:54:40,616 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,629 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,643 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,658 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,672 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,686 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,698 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,712 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,726 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,740 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,754 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,768 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,783 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,797 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,810 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,824 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,837 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,851 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,865 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,880 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,894 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,908 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,922 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,931 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,945 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,957 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,971 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,985 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:40,999 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,013 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,025 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,034 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,050 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,063 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,078 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,090 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,104 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,118 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,130 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,144 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,158 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,171 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,185 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,198 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,212 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,227 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,241 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,254 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,268 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,282 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-25 23:54:41,295 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,310 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,322 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,336 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,350 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-25 23:54:41,366 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-25 23:54:57,424 semantic_segmentation INFO: Iters: 79210/150000 || Lr: 0.010175 || Task Loss: 0.6626 || KD Loss: 0.1185|| 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, 13:08:41 || Estimated Time: 1 day, 9:11:46
2023-07-25 23:55:13,493 semantic_segmentation INFO: Iters: 79220/150000 || Lr: 0.010174 || Task Loss: 0.4003 || KD Loss: 0.0815|| 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, 13:08:57 || Estimated Time: 1 day, 9:11:29
2023-07-25 23:55:29,621 semantic_segmentation INFO: Iters: 79230/150000 || Lr: 0.010172 || Task Loss: 0.2757 || KD Loss: 0.0460|| 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, 13:09:14 || Estimated Time: 1 day, 9:11:11
2023-07-25 23:55:45,734 semantic_segmentation INFO: Iters: 79240/150000 || Lr: 0.010171 || Task Loss: 0.2362 || KD Loss: 0.0536|| 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, 13:09:30 || Estimated Time: 1 day, 9:10:54
2023-07-25 23:56:01,857 semantic_segmentation INFO: Iters: 79250/150000 || Lr: 0.010170 || Task Loss: 0.2483 || KD Loss: 0.0482|| 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, 13:09:46 || Estimated Time: 1 day, 9:10:36
2023-07-25 23:56:17,972 semantic_segmentation INFO: Iters: 79260/150000 || Lr: 0.010168 || Task Loss: 0.3900 || KD Loss: 0.0456|| 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, 13:10:02 || Estimated Time: 1 day, 9:10:19
2023-07-25 23:56:34,130 semantic_segmentation INFO: Iters: 79270/150000 || Lr: 0.010167 || Task Loss: 0.4988 || KD Loss: 0.1155|| 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, 13:10:18 || Estimated Time: 1 day, 9:10:01
2023-07-25 23:56:50,264 semantic_segmentation INFO: Iters: 79280/150000 || Lr: 0.010166 || Task Loss: 0.5361 || KD Loss: 0.0680|| 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, 13:10:34 || Estimated Time: 1 day, 9:09:43
2023-07-25 23:57:06,311 semantic_segmentation INFO: Iters: 79290/150000 || Lr: 0.010165 || Task Loss: 0.4236 || KD Loss: 0.0821|| 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, 13:10:50 || Estimated Time: 1 day, 9:09:26
2023-07-25 23:57:22,448 semantic_segmentation INFO: Iters: 79300/150000 || Lr: 0.010163 || Task Loss: 0.3765 || KD Loss: 0.0610|| 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, 13:11:06 || Estimated Time: 1 day, 9:09:08
2023-07-25 23:57:38,520 semantic_segmentation INFO: Iters: 79310/150000 || Lr: 0.010162 || Task Loss: 0.6296 || KD Loss: 0.1267|| 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, 13:11:22 || Estimated Time: 1 day, 9:08:51
2023-07-25 23:57:54,574 semantic_segmentation INFO: Iters: 79320/150000 || Lr: 0.010161 || Task Loss: 0.3670 || KD Loss: 0.0546|| 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, 13:11:39 || Estimated Time: 1 day, 9:08:33
2023-07-25 23:58:10,608 semantic_segmentation INFO: Iters: 79330/150000 || Lr: 0.010159 || Task Loss: 0.2817 || KD Loss: 0.0633|| 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, 13:11:55 || Estimated Time: 1 day, 9:08:15
2023-07-25 23:58:26,678 semantic_segmentation INFO: Iters: 79340/150000 || Lr: 0.010158 || Task Loss: 0.7953 || KD Loss: 0.2067|| 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, 13:12:11 || Estimated Time: 1 day, 9:07:58
2023-07-25 23:58:42,736 semantic_segmentation INFO: Iters: 79350/150000 || Lr: 0.010157 || Task Loss: 0.4514 || KD Loss: 0.0755|| 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, 13:12:27 || Estimated Time: 1 day, 9:07:40
2023-07-25 23:58:58,840 semantic_segmentation INFO: Iters: 79360/150000 || Lr: 0.010155 || Task Loss: 0.4101 || KD Loss: 0.0773|| 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, 13:12:43 || Estimated Time: 1 day, 9:07:23
2023-07-25 23:59:14,909 semantic_segmentation INFO: Iters: 79370/150000 || Lr: 0.010154 || Task Loss: 0.4540 || KD Loss: 0.0942|| 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, 13:12:59 || Estimated Time: 1 day, 9:07:05
2023-07-25 23:59:30,974 semantic_segmentation INFO: Iters: 79380/150000 || Lr: 0.010153 || Task Loss: 0.2544 || KD Loss: 0.0449|| 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, 13:13:15 || Estimated Time: 1 day, 9:06:47
2023-07-25 23:59:48,886 semantic_segmentation INFO: Iters: 79390/150000 || Lr: 0.010152 || Task Loss: 0.3217 || KD Loss: 0.0786|| 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, 13:13:33 || Estimated Time: 1 day, 9:06:31
2023-07-26 00:00:06,470 semantic_segmentation INFO: Iters: 79400/150000 || Lr: 0.010150 || Task Loss: 0.4025 || KD Loss: 0.1128|| 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, 13:13:50 || Estimated Time: 1 day, 9:06:15
2023-07-26 00:00:22,480 semantic_segmentation INFO: Iters: 79410/150000 || Lr: 0.010149 || Task Loss: 0.3675 || KD Loss: 0.0608|| 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, 13:14:06 || Estimated Time: 1 day, 9:05:58
2023-07-26 00:00:38,556 semantic_segmentation INFO: Iters: 79420/150000 || Lr: 0.010148 || Task Loss: 0.4036 || KD Loss: 0.0680|| 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, 13:14:23 || Estimated Time: 1 day, 9:05:40
2023-07-26 00:00:54,610 semantic_segmentation INFO: Iters: 79430/150000 || Lr: 0.010146 || Task Loss: 0.5661 || KD Loss: 0.1733|| 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, 13:14:39 || Estimated Time: 1 day, 9:05:22
2023-07-26 00:01:10,725 semantic_segmentation INFO: Iters: 79440/150000 || Lr: 0.010145 || Task Loss: 0.3927 || KD Loss: 0.0713|| 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, 13:14:55 || Estimated Time: 1 day, 9:05:05
2023-07-26 00:01:26,800 semantic_segmentation INFO: Iters: 79450/150000 || Lr: 0.010144 || Task Loss: 0.3301 || KD Loss: 0.0527|| 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, 13:15:11 || Estimated Time: 1 day, 9:04:47
2023-07-26 00:01:42,975 semantic_segmentation INFO: Iters: 79460/150000 || Lr: 0.010143 || Task Loss: 0.5259 || KD Loss: 0.0701|| 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, 13:15:27 || Estimated Time: 1 day, 9:04:30
2023-07-26 00:01:59,091 semantic_segmentation INFO: Iters: 79470/150000 || Lr: 0.010141 || Task Loss: 0.2956 || KD Loss: 0.0420|| 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, 13:15:43 || Estimated Time: 1 day, 9:04:12
2023-07-26 00:02:15,158 semantic_segmentation INFO: Iters: 79480/150000 || Lr: 0.010140 || Task Loss: 0.4378 || KD Loss: 0.0615|| 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, 13:15:59 || Estimated Time: 1 day, 9:03:55
2023-07-26 00:02:31,198 semantic_segmentation INFO: Iters: 79490/150000 || Lr: 0.010139 || Task Loss: 0.4610 || KD Loss: 0.1288|| 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, 13:16:15 || Estimated Time: 1 day, 9:03:37
2023-07-26 00:02:47,288 semantic_segmentation INFO: Iters: 79500/150000 || Lr: 0.010137 || Task Loss: 0.3279 || KD Loss: 0.0713|| 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, 13:16:31 || Estimated Time: 1 day, 9:03:19
2023-07-26 00:03:03,388 semantic_segmentation INFO: Iters: 79510/150000 || Lr: 0.010136 || Task Loss: 0.3784 || KD Loss: 0.0678|| 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, 13:16:47 || Estimated Time: 1 day, 9:03:02
2023-07-26 00:03:19,462 semantic_segmentation INFO: Iters: 79520/150000 || Lr: 0.010135 || Task Loss: 0.3684 || KD Loss: 0.0623|| 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, 13:17:03 || Estimated Time: 1 day, 9:02:44
2023-07-26 00:03:35,477 semantic_segmentation INFO: Iters: 79530/150000 || Lr: 0.010133 || Task Loss: 0.4422 || KD Loss: 0.0699|| 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, 13:17:19 || Estimated Time: 1 day, 9:02:26
2023-07-26 00:03:51,581 semantic_segmentation INFO: Iters: 79540/150000 || Lr: 0.010132 || Task Loss: 0.3904 || KD Loss: 0.0452|| 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, 13:17:36 || Estimated Time: 1 day, 9:02:09
2023-07-26 00:04:07,670 semantic_segmentation INFO: Iters: 79550/150000 || Lr: 0.010131 || Task Loss: 0.3910 || KD Loss: 0.1308|| 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, 13:17:52 || Estimated Time: 1 day, 9:01:51
2023-07-26 00:04:23,730 semantic_segmentation INFO: Iters: 79560/150000 || Lr: 0.010130 || Task Loss: 0.3901 || KD Loss: 0.0900|| 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, 13:18:08 || Estimated Time: 1 day, 9:01:34
2023-07-26 00:04:39,769 semantic_segmentation INFO: Iters: 79570/150000 || Lr: 0.010128 || Task Loss: 0.4130 || KD Loss: 0.0449|| 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, 13:18:24 || Estimated Time: 1 day, 9:01:16
2023-07-26 00:04:55,802 semantic_segmentation INFO: Iters: 79580/150000 || Lr: 0.010127 || Task Loss: 0.2345 || KD Loss: 0.0305|| 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, 13:18:40 || Estimated Time: 1 day, 9:00:58
2023-07-26 00:05:11,867 semantic_segmentation INFO: Iters: 79590/150000 || Lr: 0.010126 || Task Loss: 0.4717 || KD Loss: 0.0816|| 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, 13:18:56 || Estimated Time: 1 day, 9:00:41
2023-07-26 00:05:27,923 semantic_segmentation INFO: Iters: 79600/150000 || Lr: 0.010124 || Task Loss: 0.4193 || KD Loss: 0.0825|| 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, 13:19:12 || Estimated Time: 1 day, 9:00:23
2023-07-26 00:05:43,945 semantic_segmentation INFO: Iters: 79610/150000 || Lr: 0.010123 || Task Loss: 0.2900 || KD Loss: 0.0394|| 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, 13:19:28 || Estimated Time: 1 day, 9:00:06
2023-07-26 00:06:00,020 semantic_segmentation INFO: Iters: 79620/150000 || Lr: 0.010122 || Task Loss: 0.3246 || KD Loss: 0.0784|| 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, 13:19:44 || Estimated Time: 1 day, 8:59:48
2023-07-26 00:06:16,051 semantic_segmentation INFO: Iters: 79630/150000 || Lr: 0.010121 || Task Loss: 0.3251 || KD Loss: 0.0664|| 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, 13:20:00 || Estimated Time: 1 day, 8:59:30
2023-07-26 00:06:32,150 semantic_segmentation INFO: Iters: 79640/150000 || Lr: 0.010119 || Task Loss: 0.5286 || KD Loss: 0.0767|| 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, 13:20:16 || Estimated Time: 1 day, 8:59:13
2023-07-26 00:06:48,187 semantic_segmentation INFO: Iters: 79650/150000 || Lr: 0.010118 || Task Loss: 0.2974 || KD Loss: 0.0740|| 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, 13:20:32 || Estimated Time: 1 day, 8:58:55
2023-07-26 00:07:04,265 semantic_segmentation INFO: Iters: 79660/150000 || Lr: 0.010117 || Task Loss: 0.3301 || KD Loss: 0.0612|| 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, 13:20:48 || Estimated Time: 1 day, 8:58:38
2023-07-26 00:07:20,272 semantic_segmentation INFO: Iters: 79670/150000 || Lr: 0.010115 || Task Loss: 0.3545 || KD Loss: 0.0502|| 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, 13:21:04 || Estimated Time: 1 day, 8:58:20
2023-07-26 00:07:36,376 semantic_segmentation INFO: Iters: 79680/150000 || Lr: 0.010114 || Task Loss: 0.5561 || KD Loss: 0.1181|| 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: 1 day, 13:21:20 || Estimated Time: 1 day, 8:58:02
2023-07-26 00:07:52,451 semantic_segmentation INFO: Iters: 79690/150000 || Lr: 0.010113 || Task Loss: 0.5247 || KD Loss: 0.1207|| 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, 13:21:36 || Estimated Time: 1 day, 8:57:45
2023-07-26 00:08:08,555 semantic_segmentation INFO: Iters: 79700/150000 || Lr: 0.010111 || Task Loss: 0.3120 || KD Loss: 0.0604|| 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, 13:21:53 || Estimated Time: 1 day, 8:57:27
2023-07-26 00:08:24,674 semantic_segmentation INFO: Iters: 79710/150000 || Lr: 0.010110 || Task Loss: 0.3024 || KD Loss: 0.0485|| 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, 13:22:09 || Estimated Time: 1 day, 8:57:10
2023-07-26 00:08:40,755 semantic_segmentation INFO: Iters: 79720/150000 || Lr: 0.010109 || Task Loss: 0.3415 || KD Loss: 0.0606|| 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, 13:22:25 || Estimated Time: 1 day, 8:56:52
2023-07-26 00:08:56,829 semantic_segmentation INFO: Iters: 79730/150000 || Lr: 0.010108 || Task Loss: 0.4156 || KD Loss: 0.0545|| 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, 13:22:41 || Estimated Time: 1 day, 8:56:35
2023-07-26 00:09:13,006 semantic_segmentation INFO: Iters: 79740/150000 || Lr: 0.010106 || Task Loss: 0.5414 || KD Loss: 0.0756|| 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: 1 day, 13:22:57 || Estimated Time: 1 day, 8:56:17
2023-07-26 00:09:29,130 semantic_segmentation INFO: Iters: 79750/150000 || Lr: 0.010105 || Task Loss: 0.3949 || KD Loss: 0.0695|| 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, 13:23:13 || Estimated Time: 1 day, 8:56:00
2023-07-26 00:09:45,293 semantic_segmentation INFO: Iters: 79760/150000 || Lr: 0.010104 || Task Loss: 0.3318 || KD Loss: 0.0532|| 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, 13:23:29 || Estimated Time: 1 day, 8:55:42
2023-07-26 00:10:01,409 semantic_segmentation INFO: Iters: 79770/150000 || Lr: 0.010102 || Task Loss: 0.3462 || KD Loss: 0.0556|| 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, 13:23:45 || Estimated Time: 1 day, 8:55:25
2023-07-26 00:10:17,516 semantic_segmentation INFO: Iters: 79780/150000 || Lr: 0.010101 || Task Loss: 0.3087 || KD Loss: 0.0393|| 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, 13:24:01 || Estimated Time: 1 day, 8:55:07
2023-07-26 00:10:33,677 semantic_segmentation INFO: Iters: 79790/150000 || Lr: 0.010100 || Task Loss: 0.2527 || KD Loss: 0.0438|| 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, 13:24:18 || Estimated Time: 1 day, 8:54:49
2023-07-26 00:10:49,805 semantic_segmentation INFO: Iters: 79800/150000 || Lr: 0.010098 || Task Loss: 0.3168 || KD Loss: 0.0443|| 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, 13:24:34 || Estimated Time: 1 day, 8:54:32
2023-07-26 00:11:05,934 semantic_segmentation INFO: Iters: 79810/150000 || Lr: 0.010097 || Task Loss: 0.3872 || KD Loss: 0.0733|| 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, 13:24:50 || Estimated Time: 1 day, 8:54:14
2023-07-26 00:11:22,076 semantic_segmentation INFO: Iters: 79820/150000 || Lr: 0.010096 || Task Loss: 0.4679 || KD Loss: 0.0620|| 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, 13:25:06 || Estimated Time: 1 day, 8:53:57
2023-07-26 00:11:38,237 semantic_segmentation INFO: Iters: 79830/150000 || Lr: 0.010095 || Task Loss: 0.2935 || 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: 1 day, 13:25:22 || Estimated Time: 1 day, 8:53:39
2023-07-26 00:11:54,336 semantic_segmentation INFO: Iters: 79840/150000 || Lr: 0.010093 || Task Loss: 0.4464 || KD Loss: 0.0496|| 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, 13:25:38 || Estimated Time: 1 day, 8:53:22
2023-07-26 00:12:10,459 semantic_segmentation INFO: Iters: 79850/150000 || Lr: 0.010092 || Task Loss: 0.3951 || KD Loss: 0.0878|| 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, 13:25:54 || Estimated Time: 1 day, 8:53:04
2023-07-26 00:12:26,568 semantic_segmentation INFO: Iters: 79860/150000 || Lr: 0.010091 || Task Loss: 0.3870 || KD Loss: 0.0570|| 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, 13:26:11 || Estimated Time: 1 day, 8:52:47
2023-07-26 00:12:42,627 semantic_segmentation INFO: Iters: 79870/150000 || Lr: 0.010089 || Task Loss: 0.4158 || KD Loss: 0.0880|| 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, 13:26:27 || Estimated Time: 1 day, 8:52:29
2023-07-26 00:12:58,666 semantic_segmentation INFO: Iters: 79880/150000 || Lr: 0.010088 || Task Loss: 0.3434 || KD Loss: 0.0552|| 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, 13:26:43 || Estimated Time: 1 day, 8:52:12
2023-07-26 00:13:14,677 semantic_segmentation INFO: Iters: 79890/150000 || Lr: 0.010087 || Task Loss: 0.3623 || KD Loss: 0.0678|| 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, 13:26:59 || Estimated Time: 1 day, 8:51:54
2023-07-26 00:13:30,764 semantic_segmentation INFO: Iters: 79900/150000 || Lr: 0.010086 || Task Loss: 0.2959 || KD Loss: 0.0697|| 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, 13:27:15 || Estimated Time: 1 day, 8:51:36
2023-07-26 00:13:46,804 semantic_segmentation INFO: Iters: 79910/150000 || Lr: 0.010084 || Task Loss: 0.4246 || KD Loss: 0.0713|| 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, 13:27:31 || Estimated Time: 1 day, 8:51:19
2023-07-26 00:14:02,847 semantic_segmentation INFO: Iters: 79920/150000 || Lr: 0.010083 || Task Loss: 0.3735 || KD Loss: 0.0693|| 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, 13:27:47 || Estimated Time: 1 day, 8:51:01
2023-07-26 00:14:18,912 semantic_segmentation INFO: Iters: 79930/150000 || Lr: 0.010082 || Task Loss: 0.3393 || KD Loss: 0.0545|| 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, 13:28:03 || Estimated Time: 1 day, 8:50:44
2023-07-26 00:14:34,982 semantic_segmentation INFO: Iters: 79940/150000 || Lr: 0.010080 || Task Loss: 0.4372 || KD Loss: 0.2022|| 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, 13:28:19 || Estimated Time: 1 day, 8:50:26
2023-07-26 00:14:51,031 semantic_segmentation INFO: Iters: 79950/150000 || Lr: 0.010079 || Task Loss: 0.4172 || KD Loss: 0.0836|| 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, 13:28:35 || Estimated Time: 1 day, 8:50:08
2023-07-26 00:15:07,028 semantic_segmentation INFO: Iters: 79960/150000 || Lr: 0.010078 || Task Loss: 0.2921 || KD Loss: 0.0487|| 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, 13:28:51 || Estimated Time: 1 day, 8:49:51
2023-07-26 00:15:23,058 semantic_segmentation INFO: Iters: 79970/150000 || Lr: 0.010076 || Task Loss: 0.5289 || KD Loss: 0.1032|| 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, 13:29:07 || Estimated Time: 1 day, 8:49:33
2023-07-26 00:15:39,106 semantic_segmentation INFO: Iters: 79980/150000 || Lr: 0.010075 || Task Loss: 0.5047 || KD Loss: 0.0756|| 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, 13:29:23 || Estimated Time: 1 day, 8:49:15
2023-07-26 00:15:55,163 semantic_segmentation INFO: Iters: 79990/150000 || Lr: 0.010074 || Task Loss: 0.3673 || KD Loss: 0.0632|| 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, 13:29:39 || Estimated Time: 1 day, 8:48:58
2023-07-26 00:16:11,233 semantic_segmentation INFO: Iters: 80000/150000 || Lr: 0.010073 || Task Loss: 0.2526 || KD Loss: 0.0348|| 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, 13:29:55 || Estimated Time: 1 day, 8:48:40
2023-07-26 00:16:11,347 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 00:16:11,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-26 00:16:11,815 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-26 00:16:11,827 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-26 00:16:11,840 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.167
2023-07-26 00:16:11,853 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.242
2023-07-26 00:16:11,865 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.288
2023-07-26 00:16:11,878 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.334
2023-07-26 00:16:11,892 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.338
2023-07-26 00:16:11,904 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.378
2023-07-26 00:16:11,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.418
2023-07-26 00:16:11,931 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.464
2023-07-26 00:16:11,946 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.509
2023-07-26 00:16:11,958 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.468
2023-07-26 00:16:11,971 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.453
2023-07-26 00:16:11,985 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.451
2023-07-26 00:16:11,997 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.446
2023-07-26 00:16:12,007 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.431
2023-07-26 00:16:12,020 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.431
2023-07-26 00:16:12,034 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.432
2023-07-26 00:16:12,049 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.927, mIoU: 0.490
2023-07-26 00:16:12,064 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.490
2023-07-26 00:16:12,079 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.494
2023-07-26 00:16:12,093 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.527
2023-07-26 00:16:12,109 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.527
2023-07-26 00:16:12,124 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.525
2023-07-26 00:16:12,137 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.540
2023-07-26 00:16:12,151 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.540
2023-07-26 00:16:12,162 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.540
2023-07-26 00:16:12,176 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.529
2023-07-26 00:16:12,190 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.529
2023-07-26 00:16:12,204 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.529
2023-07-26 00:16:12,218 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.528
2023-07-26 00:16:12,233 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.535
2023-07-26 00:16:12,247 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.529
2023-07-26 00:16:12,261 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.558
2023-07-26 00:16:12,276 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.558
2023-07-26 00:16:12,289 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.559
2023-07-26 00:16:12,302 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.602
2023-07-26 00:16:12,318 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.614
2023-07-26 00:16:12,330 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.612
2023-07-26 00:16:12,343 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.601
2023-07-26 00:16:12,357 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-26 00:16:12,371 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-26 00:16:12,384 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-26 00:16:12,398 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.601
2023-07-26 00:16:12,413 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-26 00:16:12,426 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-26 00:16:12,438 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-26 00:16:12,451 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.930, mIoU: 0.600
2023-07-26 00:16:12,466 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-26 00:16:12,481 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-26 00:16:12,495 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.592
2023-07-26 00:16:12,507 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-26 00:16:12,522 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-26 00:16:12,536 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.597
2023-07-26 00:16:12,548 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-26 00:16:12,562 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-26 00:16:12,578 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-26 00:16:12,590 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.593
2023-07-26 00:16:12,604 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.603
2023-07-26 00:16:12,616 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.620
2023-07-26 00:16:12,630 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-26 00:16:12,643 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.618
2023-07-26 00:16:12,661 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-26 00:16:12,674 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-26 00:16:12,689 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-26 00:16:12,703 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-26 00:16:12,716 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-26 00:16:12,731 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-26 00:16:12,746 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.655
2023-07-26 00:16:12,761 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 00:16:12,774 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 00:16:12,790 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 00:16:12,807 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 00:16:12,821 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 00:16:12,835 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-26 00:16:12,849 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 00:16:12,858 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:16:12,872 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 00:16:12,887 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 00:16:12,899 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 00:16:12,913 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 00:16:12,927 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 00:16:12,942 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 00:16:12,956 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.674
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2023-07-26 00:16:18,349 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 00:16:18,363 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 00:16:18,377 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 00:16:18,391 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 00:16:18,401 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 00:16:18,413 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 00:16:18,427 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-26 00:16:18,441 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-26 00:16:18,453 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-26 00:16:18,466 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-26 00:16:18,478 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-26 00:16:18,492 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.695
2023-07-26 00:16:18,507 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-26 00:16:18,520 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-26 00:16:18,528 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-26 00:16:18,542 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-26 00:16:18,556 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-26 00:16:18,569 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,583 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,597 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,610 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,626 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,639 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,654 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,670 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,685 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,700 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,714 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.927, mIoU: 0.697
2023-07-26 00:16:18,727 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,742 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,756 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.927, mIoU: 0.696
2023-07-26 00:16:18,770 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,784 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 00:16:18,800 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,814 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,828 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,840 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 00:16:18,854 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,869 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,885 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 00:16:18,899 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 00:16:18,913 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 00:16:18,925 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 00:16:18,939 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 00:16:18,953 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 00:16:18,965 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.928, mIoU: 0.703
2023-07-26 00:16:18,979 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.928, mIoU: 0.704
2023-07-26 00:16:18,990 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.928, mIoU: 0.706
2023-07-26 00:16:19,004 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.928, mIoU: 0.705
2023-07-26 00:16:19,017 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.928, mIoU: 0.706
2023-07-26 00:16:19,028 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,040 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,054 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.928, mIoU: 0.708
2023-07-26 00:16:19,068 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,083 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,097 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,105 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,119 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-26 00:16:19,134 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,149 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,163 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,177 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,190 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,203 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,217 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,231 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,246 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,258 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,270 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,284 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,299 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,313 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,325 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,339 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,354 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,369 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,381 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 00:16:19,396 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,410 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,423 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,437 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,452 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,466 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,480 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,493 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,507 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,522 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,538 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,548 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,562 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,577 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,589 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,603 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,615 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,630 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,644 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,658 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,670 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,682 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,695 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,709 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 00:16:19,723 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:19,738 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,751 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 00:16:19,765 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:19,777 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:19,792 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:19,808 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:19,820 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:19,835 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:19,850 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:19,864 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,879 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,895 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,907 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,921 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,936 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,950 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:19,964 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,979 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:19,990 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,005 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,019 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,033 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,045 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,058 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,071 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,085 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 00:16:20,099 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 00:16:20,113 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,126 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,140 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,153 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,166 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,178 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 00:16:20,191 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 00:16:20,205 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,218 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,230 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,245 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,257 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,272 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,286 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,301 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,315 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,329 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,343 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,357 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 00:16:20,370 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.930, mIoU: 0.713
2023-07-26 00:16:20,383 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 00:16:20,397 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 00:16:20,414 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 00:16:20,428 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 00:16:20,443 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.930, mIoU: 0.712
2023-07-26 00:16:20,453 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 00:16:20,466 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,480 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,493 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,507 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,520 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,533 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,547 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,563 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,578 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,593 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:20,605 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:20,619 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,632 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,645 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,659 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:20,674 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,688 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,702 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,717 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,729 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,743 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 00:16:20,758 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,770 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,782 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,796 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,811 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,826 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,839 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,853 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,868 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,883 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,898 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,912 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 00:16:20,920 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 00:16:20,935 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 00:16:20,950 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:20,965 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:20,980 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:20,994 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,009 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,030 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,044 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,056 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,070 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,083 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,097 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,111 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,122 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,134 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 00:16:21,146 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 00:16:21,159 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-26 00:16:21,171 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 00:16:21,183 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-26 00:16:21,196 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-26 00:16:21,209 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 00:16:21,223 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 00:16:21,234 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,247 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,259 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,270 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,283 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,298 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,312 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,326 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,339 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,353 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,365 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,379 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,393 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,409 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,423 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,437 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.932, mIoU: 0.717
2023-07-26 00:16:21,452 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.932, mIoU: 0.717
2023-07-26 00:16:21,464 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.932, mIoU: 0.717
2023-07-26 00:16:21,477 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.932, mIoU: 0.717
2023-07-26 00:16:21,489 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,503 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,519 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,531 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,544 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,558 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,572 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 00:16:21,586 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 00:16:21,601 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 00:16:21,615 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 00:16:21,627 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:21,641 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,654 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,667 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,682 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,695 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,710 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,723 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,738 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,753 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,765 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,778 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,793 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:21,809 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,823 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,837 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,849 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,861 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:21,875 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:21,887 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:21,902 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:21,919 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:21,932 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:21,946 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:21,959 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:21,974 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:21,988 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:22,001 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:22,013 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,028 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,042 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,055 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:22,070 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,085 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,098 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,111 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,125 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,140 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,156 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,169 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,182 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,195 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,210 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,222 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,234 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,249 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,263 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,275 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,290 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,305 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,321 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,335 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,348 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,359 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,373 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,385 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,397 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,410 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,425 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,437 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,449 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,463 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:22,478 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,492 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,508 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,520 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,533 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:22,548 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,562 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,577 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:22,592 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:22,604 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:22,617 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,628 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,643 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,658 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,671 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,685 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,695 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,707 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,721 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,735 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 00:16:22,748 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,762 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,774 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,788 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,801 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,815 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,827 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,841 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,855 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:22,867 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,882 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,897 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,912 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,928 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,944 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,959 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,973 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:22,987 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,001 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,016 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,029 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,042 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,055 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,071 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,084 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,100 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,114 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,125 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,139 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,154 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,169 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,181 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:23,196 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,209 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,222 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,235 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,250 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,263 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,276 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,286 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,303 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:23,317 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:23,332 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:23,344 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 00:16:23,359 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,374 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:23,389 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,404 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,417 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,431 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,444 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,458 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,472 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,484 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,499 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,511 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,525 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,539 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,553 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,567 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,581 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,594 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,608 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,623 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,636 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,651 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,665 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,674 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,688 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,701 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,715 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,730 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:23,746 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:23,758 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,773 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,788 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,802 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,817 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,833 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,846 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,862 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,877 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:23,892 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:23,904 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:23,918 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 00:16:23,932 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,946 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,959 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,973 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,987 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:23,999 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:24,011 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:24,025 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:24,036 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:24,049 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 00:16:24,061 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 00:16:24,074 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,087 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,101 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,114 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,128 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,142 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,154 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,166 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,179 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,191 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,203 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,216 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,230 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,244 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,258 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,270 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,282 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,297 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,310 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,322 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,336 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,349 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,364 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,377 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,392 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,406 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,420 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,428 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,443 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,457 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,469 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,482 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,496 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,510 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,523 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,537 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,552 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,567 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,582 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,597 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,614 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,629 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,642 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,657 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,672 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,686 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 00:16:24,699 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,714 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,729 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,743 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,749 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,761 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,773 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 00:16:24,785 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,795 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,809 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,822 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,835 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 00:16:24,846 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:24,859 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:24,872 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:24,882 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:24,896 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:24,908 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:24,921 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:24,935 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:24,950 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:24,964 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:24,975 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:24,987 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,000 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,014 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,027 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,041 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,053 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,062 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,072 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,084 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,094 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,108 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,120 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,133 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,148 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,162 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,175 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,190 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,204 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,218 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,233 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,246 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,260 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,274 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,289 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,301 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,314 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,328 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,340 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,356 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,369 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,383 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,397 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:25,414 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 00:16:25,429 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 00:16:25,441 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 00:16:25,456 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 00:16:25,470 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,485 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,499 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,511 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,523 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,537 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,552 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 00:16:25,567 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 00:16:25,582 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,597 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,612 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 00:16:25,627 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,641 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,654 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,669 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,679 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,692 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,706 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,718 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,733 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,747 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:25,761 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 00:16:25,776 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 00:16:25,790 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 00:16:25,804 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 00:16:25,818 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,830 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,844 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,857 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,871 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,884 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,896 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,910 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,922 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,936 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,951 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,967 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,983 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:25,997 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:26,010 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:26,021 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 00:16:26,036 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,049 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,062 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,077 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,092 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,106 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,119 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,131 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,146 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,161 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,176 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,188 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,201 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,215 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,229 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,244 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,258 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,272 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 00:16:26,286 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:26,299 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:26,314 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:26,328 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:26,342 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 00:16:26,357 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,371 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,384 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,398 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,412 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,427 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,439 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 00:16:26,453 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:26,468 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:26,483 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,495 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,509 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,523 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,537 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 00:16:26,566 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,581 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,593 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,608 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,624 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,637 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,651 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:26,664 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:26,672 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,687 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,701 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,714 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:26,729 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:26,743 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,756 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:26,769 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:26,783 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,797 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,811 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,826 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 00:16:26,856 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,870 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,882 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:26,896 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,910 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,924 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,936 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,948 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,963 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:26,978 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:27,008 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:27,103 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,117 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,129 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:27,143 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:27,171 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,185 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 00:16:27,198 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,213 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,226 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,239 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,251 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:27,281 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:27,472 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,486 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,497 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 00:16:27,606 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,618 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,633 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,647 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,662 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 00:16:27,688 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:27,701 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,716 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:27,730 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:27,744 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 00:16:27,757 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 00:16:27,879 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 00:16:27,892 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 00:16:27,986 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,000 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,013 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,028 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:28,134 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:28,148 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:28,162 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 00:16:28,299 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 00:16:28,338 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 00:16:28,366 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:28,381 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 00:16:28,777 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:28,847 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:28,860 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 00:16:28,917 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:28,931 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:28,945 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,959 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,972 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:28,986 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,001 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,018 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,031 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,047 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,061 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,073 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,085 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,099 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,114 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,126 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,140 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,154 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,168 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,182 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,196 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,210 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,224 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,236 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,248 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,261 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,273 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,286 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,300 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,315 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,327 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,340 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,354 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,365 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 00:16:29,379 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,394 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,408 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 00:16:29,477 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.713
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2023-07-26 00:16:29,504 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:29,519 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:29,533 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:29,546 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:29,560 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:29,574 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,588 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,602 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,613 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,627 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:29,671 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,683 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:29,727 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,742 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,756 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 00:16:29,771 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:29,796 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,809 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 00:16:29,822 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 00:16:29,851 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:29,879 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:30,077 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 00:16:30,209 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:30,222 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:30,234 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:30,249 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:30,263 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.932, mIoU: 0.713
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2023-07-26 00:16:30,291 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,306 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,323 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,338 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,352 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,368 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.931, mIoU: 0.712
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2023-07-26 00:16:30,487 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.931, mIoU: 0.712
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2023-07-26 00:16:30,583 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,597 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,612 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,624 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,638 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,651 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,666 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.931, mIoU: 0.710
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2023-07-26 00:16:30,690 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.931, mIoU: 0.711
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2023-07-26 00:16:30,719 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 00:16:30,733 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.931, mIoU: 0.711
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2023-07-26 00:16:30,761 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.711
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2023-07-26 00:16:30,857 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 00:16:30,886 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 00:16:30,898 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 00:16:31,000 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.931, mIoU: 0.712
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2023-07-26 00:16:31,333 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 00:16:31,498 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:31,513 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:31,525 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:31,538 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:31,552 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 00:16:31,567 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 00:16:47,798 semantic_segmentation INFO: Iters: 80010/150000 || Lr: 0.010071 || Task Loss: 0.3318 || KD Loss: 0.0373|| 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, 13:30:32 || Estimated Time: 1 day, 8:48:41
2023-07-26 00:17:03,879 semantic_segmentation INFO: Iters: 80020/150000 || Lr: 0.010070 || Task Loss: 0.2987 || KD Loss: 0.0608|| 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, 13:30:48 || Estimated Time: 1 day, 8:48:23
2023-07-26 00:17:19,935 semantic_segmentation INFO: Iters: 80030/150000 || Lr: 0.010069 || Task Loss: 0.2909 || KD Loss: 0.0535|| 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, 13:31:04 || Estimated Time: 1 day, 8:48:05
2023-07-26 00:17:36,040 semantic_segmentation INFO: Iters: 80040/150000 || Lr: 0.010067 || Task Loss: 0.5845 || KD Loss: 0.0846|| 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, 13:31:20 || Estimated Time: 1 day, 8:47:48
2023-07-26 00:17:52,184 semantic_segmentation INFO: Iters: 80050/150000 || Lr: 0.010066 || Task Loss: 0.3749 || KD Loss: 0.0378|| 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, 13:31:36 || Estimated Time: 1 day, 8:47:30
2023-07-26 00:18:08,346 semantic_segmentation INFO: Iters: 80060/150000 || Lr: 0.010065 || Task Loss: 0.3989 || KD Loss: 0.0714|| 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, 13:31:52 || Estimated Time: 1 day, 8:47:13
2023-07-26 00:18:24,394 semantic_segmentation INFO: Iters: 80070/150000 || Lr: 0.010064 || Task Loss: 0.4230 || KD Loss: 0.0773|| 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, 13:32:08 || Estimated Time: 1 day, 8:46:55
2023-07-26 00:18:40,532 semantic_segmentation INFO: Iters: 80080/150000 || Lr: 0.010062 || Task Loss: 0.4953 || KD Loss: 0.1208|| 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, 13:32:25 || Estimated Time: 1 day, 8:46:38
2023-07-26 00:18:56,615 semantic_segmentation INFO: Iters: 80090/150000 || Lr: 0.010061 || Task Loss: 0.3817 || KD Loss: 0.0928|| 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, 13:32:41 || Estimated Time: 1 day, 8:46:20
2023-07-26 00:19:13,096 semantic_segmentation INFO: Iters: 80100/150000 || Lr: 0.010060 || Task Loss: 0.3221 || KD Loss: 0.0682|| 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, 13:32:57 || Estimated Time: 1 day, 8:46:03
2023-07-26 00:19:29,144 semantic_segmentation INFO: Iters: 80110/150000 || Lr: 0.010058 || Task Loss: 0.5700 || KD Loss: 0.2105|| 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, 13:33:13 || Estimated Time: 1 day, 8:45:45
2023-07-26 00:19:45,232 semantic_segmentation INFO: Iters: 80120/150000 || Lr: 0.010057 || Task Loss: 0.3543 || KD Loss: 0.0435|| 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, 13:33:29 || Estimated Time: 1 day, 8:45:28
2023-07-26 00:20:01,330 semantic_segmentation INFO: Iters: 80130/150000 || Lr: 0.010056 || Task Loss: 0.5031 || KD Loss: 0.0969|| 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, 13:33:45 || Estimated Time: 1 day, 8:45:10
2023-07-26 00:20:17,489 semantic_segmentation INFO: Iters: 80140/150000 || Lr: 0.010054 || Task Loss: 0.4313 || KD Loss: 0.0889|| 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, 13:34:01 || Estimated Time: 1 day, 8:44:53
2023-07-26 00:20:33,526 semantic_segmentation INFO: Iters: 80150/150000 || Lr: 0.010053 || Task Loss: 0.3476 || KD Loss: 0.0476|| 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, 13:34:18 || Estimated Time: 1 day, 8:44:35
2023-07-26 00:20:49,564 semantic_segmentation INFO: Iters: 80160/150000 || Lr: 0.010052 || Task Loss: 0.6097 || KD Loss: 0.1036|| 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, 13:34:34 || Estimated Time: 1 day, 8:44:18
2023-07-26 00:21:05,600 semantic_segmentation INFO: Iters: 80170/150000 || Lr: 0.010051 || Task Loss: 0.4312 || KD Loss: 0.0831|| 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, 13:34:50 || Estimated Time: 1 day, 8:44:00
2023-07-26 00:21:21,617 semantic_segmentation INFO: Iters: 80180/150000 || Lr: 0.010049 || Task Loss: 0.3371 || KD Loss: 0.0819|| 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, 13:35:06 || Estimated Time: 1 day, 8:43:42
2023-07-26 00:21:37,690 semantic_segmentation INFO: Iters: 80190/150000 || Lr: 0.010048 || Task Loss: 0.4134 || KD Loss: 0.0819|| 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, 13:35:22 || Estimated Time: 1 day, 8:43:25
2023-07-26 00:21:53,743 semantic_segmentation INFO: Iters: 80200/150000 || Lr: 0.010047 || Task Loss: 0.5080 || KD Loss: 0.1249|| 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, 13:35:38 || Estimated Time: 1 day, 8:43:07
2023-07-26 00:22:09,806 semantic_segmentation INFO: Iters: 80210/150000 || Lr: 0.010045 || Task Loss: 0.3574 || KD Loss: 0.0499|| 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, 13:35:54 || Estimated Time: 1 day, 8:42:50
2023-07-26 00:22:28,723 semantic_segmentation INFO: Iters: 80220/150000 || Lr: 0.010044 || Task Loss: 0.3449 || KD Loss: 0.0420|| 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, 13:36:13 || Estimated Time: 1 day, 8:42:34
2023-07-26 00:22:45,280 semantic_segmentation INFO: Iters: 80230/150000 || Lr: 0.010043 || Task Loss: 0.3464 || KD Loss: 0.0780|| 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, 13:36:29 || Estimated Time: 1 day, 8:42:17
2023-07-26 00:23:01,319 semantic_segmentation INFO: Iters: 80240/150000 || Lr: 0.010042 || Task Loss: 0.4052 || KD Loss: 0.1389|| 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, 13:36:45 || Estimated Time: 1 day, 8:42:00
2023-07-26 00:23:17,443 semantic_segmentation INFO: Iters: 80250/150000 || Lr: 0.010040 || Task Loss: 0.2514 || KD Loss: 0.0437|| 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, 13:37:01 || Estimated Time: 1 day, 8:41:42
2023-07-26 00:23:33,440 semantic_segmentation INFO: Iters: 80260/150000 || Lr: 0.010039 || Task Loss: 0.3445 || KD Loss: 0.0642|| 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, 13:37:17 || Estimated Time: 1 day, 8:41:25
2023-07-26 00:23:49,468 semantic_segmentation INFO: Iters: 80270/150000 || Lr: 0.010038 || Task Loss: 0.2925 || KD Loss: 0.0951|| 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, 13:37:33 || Estimated Time: 1 day, 8:41:07
2023-07-26 00:24:05,499 semantic_segmentation INFO: Iters: 80280/150000 || Lr: 0.010036 || Task Loss: 0.3769 || KD Loss: 0.0525|| 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, 13:37:49 || Estimated Time: 1 day, 8:40:49
2023-07-26 00:24:21,527 semantic_segmentation INFO: Iters: 80290/150000 || Lr: 0.010035 || Task Loss: 0.4263 || KD Loss: 0.0587|| 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, 13:38:06 || Estimated Time: 1 day, 8:40:32
2023-07-26 00:24:37,558 semantic_segmentation INFO: Iters: 80300/150000 || Lr: 0.010034 || Task Loss: 0.3073 || KD Loss: 0.0448|| 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, 13:38:22 || Estimated Time: 1 day, 8:40:14
2023-07-26 00:24:53,736 semantic_segmentation INFO: Iters: 80310/150000 || Lr: 0.010032 || Task Loss: 0.4657 || KD Loss: 0.0678|| 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, 13:38:38 || Estimated Time: 1 day, 8:39:57
2023-07-26 00:25:09,783 semantic_segmentation INFO: Iters: 80320/150000 || Lr: 0.010031 || Task Loss: 0.3492 || KD Loss: 0.0752|| 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, 13:38:54 || Estimated Time: 1 day, 8:39:39
2023-07-26 00:25:25,896 semantic_segmentation INFO: Iters: 80330/150000 || Lr: 0.010030 || Task Loss: 0.5884 || KD Loss: 0.1384|| 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, 13:39:10 || Estimated Time: 1 day, 8:39:22
2023-07-26 00:25:42,012 semantic_segmentation INFO: Iters: 80340/150000 || Lr: 0.010029 || Task Loss: 0.3435 || KD Loss: 0.0468|| 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, 13:39:26 || Estimated Time: 1 day, 8:39:04
2023-07-26 00:25:58,100 semantic_segmentation INFO: Iters: 80350/150000 || Lr: 0.010027 || Task Loss: 0.5171 || KD Loss: 0.1056|| 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, 13:39:42 || Estimated Time: 1 day, 8:38:46
2023-07-26 00:26:14,240 semantic_segmentation INFO: Iters: 80360/150000 || Lr: 0.010026 || Task Loss: 0.3770 || KD Loss: 0.0875|| 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, 13:39:58 || Estimated Time: 1 day, 8:38:29
2023-07-26 00:26:30,306 semantic_segmentation INFO: Iters: 80370/150000 || Lr: 0.010025 || Task Loss: 0.5491 || KD Loss: 0.1176|| 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, 13:40:14 || Estimated Time: 1 day, 8:38:11
2023-07-26 00:26:46,430 semantic_segmentation INFO: Iters: 80380/150000 || Lr: 0.010023 || Task Loss: 0.4262 || KD Loss: 0.0941|| 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, 13:40:30 || Estimated Time: 1 day, 8:37:54
2023-07-26 00:27:02,597 semantic_segmentation INFO: Iters: 80390/150000 || Lr: 0.010022 || Task Loss: 0.3498 || KD Loss: 0.0709|| 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, 13:40:47 || Estimated Time: 1 day, 8:37:36
2023-07-26 00:27:18,703 semantic_segmentation INFO: Iters: 80400/150000 || Lr: 0.010021 || Task Loss: 0.4397 || KD Loss: 0.0793|| 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, 13:41:03 || Estimated Time: 1 day, 8:37:19
2023-07-26 00:27:34,759 semantic_segmentation INFO: Iters: 80410/150000 || Lr: 0.010019 || Task Loss: 0.3564 || KD Loss: 0.0603|| 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, 13:41:19 || Estimated Time: 1 day, 8:37:01
2023-07-26 00:27:50,872 semantic_segmentation INFO: Iters: 80420/150000 || Lr: 0.010018 || Task Loss: 0.4079 || KD Loss: 0.0695|| 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, 13:41:35 || Estimated Time: 1 day, 8:36:44
2023-07-26 00:28:06,963 semantic_segmentation INFO: Iters: 80430/150000 || Lr: 0.010017 || Task Loss: 0.6197 || KD Loss: 0.1981|| 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, 13:41:51 || Estimated Time: 1 day, 8:36:26
2023-07-26 00:28:23,060 semantic_segmentation INFO: Iters: 80440/150000 || Lr: 0.010016 || Task Loss: 0.3508 || KD Loss: 0.0585|| 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, 13:42:07 || Estimated Time: 1 day, 8:36:09
2023-07-26 00:28:39,089 semantic_segmentation INFO: Iters: 80450/150000 || Lr: 0.010014 || Task Loss: 0.2700 || KD Loss: 0.0600|| 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, 13:42:23 || Estimated Time: 1 day, 8:35:51
2023-07-26 00:28:55,152 semantic_segmentation INFO: Iters: 80460/150000 || Lr: 0.010013 || Task Loss: 0.4258 || KD Loss: 0.0619|| 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, 13:42:39 || Estimated Time: 1 day, 8:35:33
2023-07-26 00:29:11,170 semantic_segmentation INFO: Iters: 80470/150000 || Lr: 0.010012 || Task Loss: 0.5410 || KD Loss: 0.1181|| 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, 13:42:55 || Estimated Time: 1 day, 8:35:16
2023-07-26 00:29:27,220 semantic_segmentation INFO: Iters: 80480/150000 || Lr: 0.010010 || Task Loss: 0.4882 || KD Loss: 0.0887|| 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, 13:43:11 || Estimated Time: 1 day, 8:34:58
2023-07-26 00:29:43,282 semantic_segmentation INFO: Iters: 80490/150000 || Lr: 0.010009 || Task Loss: 0.3298 || KD Loss: 0.0588|| 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, 13:43:27 || Estimated Time: 1 day, 8:34:41
2023-07-26 00:29:59,355 semantic_segmentation INFO: Iters: 80500/150000 || Lr: 0.010008 || Task Loss: 0.5130 || KD Loss: 0.1727|| 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, 13:43:43 || Estimated Time: 1 day, 8:34:23
2023-07-26 00:30:15,403 semantic_segmentation INFO: Iters: 80510/150000 || Lr: 0.010007 || Task Loss: 0.3799 || KD Loss: 0.0607|| 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, 13:43:59 || Estimated Time: 1 day, 8:34:06
2023-07-26 00:30:31,425 semantic_segmentation INFO: Iters: 80520/150000 || Lr: 0.010005 || Task Loss: 0.3885 || KD Loss: 0.0777|| 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, 13:44:15 || Estimated Time: 1 day, 8:33:48
2023-07-26 00:30:47,454 semantic_segmentation INFO: Iters: 80530/150000 || Lr: 0.010004 || Task Loss: 0.3019 || KD Loss: 0.0566|| 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, 13:44:31 || Estimated Time: 1 day, 8:33:30
2023-07-26 00:31:03,452 semantic_segmentation INFO: Iters: 80540/150000 || Lr: 0.010003 || Task Loss: 0.6998 || KD Loss: 0.1168|| 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, 13:44:47 || Estimated Time: 1 day, 8:33:13
2023-07-26 00:31:19,466 semantic_segmentation INFO: Iters: 80550/150000 || Lr: 0.010001 || Task Loss: 0.2477 || KD Loss: 0.0330|| 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, 13:45:03 || Estimated Time: 1 day, 8:32:55
2023-07-26 00:31:35,513 semantic_segmentation INFO: Iters: 80560/150000 || Lr: 0.010000 || Task Loss: 0.3285 || KD Loss: 0.0509|| 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, 13:45:19 || Estimated Time: 1 day, 8:32:38
2023-07-26 00:31:51,528 semantic_segmentation INFO: Iters: 80570/150000 || Lr: 0.009999 || Task Loss: 0.4696 || KD Loss: 0.0952|| 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, 13:45:36 || Estimated Time: 1 day, 8:32:20
2023-07-26 00:32:07,653 semantic_segmentation INFO: Iters: 80580/150000 || Lr: 0.009997 || Task Loss: 0.4009 || KD Loss: 0.0705|| 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, 13:45:52 || Estimated Time: 1 day, 8:32:02
2023-07-26 00:32:23,671 semantic_segmentation INFO: Iters: 80590/150000 || Lr: 0.009996 || Task Loss: 0.2915 || KD Loss: 0.0452|| 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, 13:46:08 || Estimated Time: 1 day, 8:31:45
2023-07-26 00:32:39,759 semantic_segmentation INFO: Iters: 80600/150000 || Lr: 0.009995 || Task Loss: 0.5342 || KD Loss: 0.0939|| 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, 13:46:24 || Estimated Time: 1 day, 8:31:27
2023-07-26 00:32:55,873 semantic_segmentation INFO: Iters: 80610/150000 || Lr: 0.009994 || Task Loss: 0.3833 || KD Loss: 0.0682|| 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, 13:46:40 || Estimated Time: 1 day, 8:31:10
2023-07-26 00:33:11,913 semantic_segmentation INFO: Iters: 80620/150000 || Lr: 0.009992 || Task Loss: 0.3791 || KD Loss: 0.0899|| 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, 13:46:56 || Estimated Time: 1 day, 8:30:52
2023-07-26 00:33:27,944 semantic_segmentation INFO: Iters: 80630/150000 || Lr: 0.009991 || Task Loss: 0.3524 || KD Loss: 0.0589|| 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, 13:47:12 || Estimated Time: 1 day, 8:30:35
2023-07-26 00:33:44,024 semantic_segmentation INFO: Iters: 80640/150000 || Lr: 0.009990 || Task Loss: 0.5772 || KD Loss: 0.1318|| 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, 13:47:28 || Estimated Time: 1 day, 8:30:17
2023-07-26 00:34:00,124 semantic_segmentation INFO: Iters: 80650/150000 || Lr: 0.009988 || Task Loss: 0.3500 || KD Loss: 0.0703|| 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, 13:47:44 || Estimated Time: 1 day, 8:29:59
2023-07-26 00:34:16,215 semantic_segmentation INFO: Iters: 80660/150000 || Lr: 0.009987 || Task Loss: 0.5254 || KD Loss: 0.1357|| 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, 13:48:00 || Estimated Time: 1 day, 8:29:42
2023-07-26 00:34:32,299 semantic_segmentation INFO: Iters: 80670/150000 || Lr: 0.009986 || Task Loss: 0.3152 || KD Loss: 0.0769|| 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, 13:48:16 || Estimated Time: 1 day, 8:29:24
2023-07-26 00:34:48,402 semantic_segmentation INFO: Iters: 80680/150000 || Lr: 0.009984 || Task Loss: 0.3645 || KD Loss: 0.0880|| 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, 13:48:32 || Estimated Time: 1 day, 8:29:07
2023-07-26 00:35:04,444 semantic_segmentation INFO: Iters: 80690/150000 || Lr: 0.009983 || Task Loss: 0.3852 || KD Loss: 0.0752|| 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, 13:48:48 || Estimated Time: 1 day, 8:28:49
2023-07-26 00:35:20,491 semantic_segmentation INFO: Iters: 80700/150000 || Lr: 0.009982 || Task Loss: 0.4021 || KD Loss: 0.0805|| 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, 13:49:04 || Estimated Time: 1 day, 8:28:32
2023-07-26 00:35:36,619 semantic_segmentation INFO: Iters: 80710/150000 || Lr: 0.009981 || Task Loss: 0.3128 || KD Loss: 0.0522|| 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, 13:49:21 || Estimated Time: 1 day, 8:28:14
2023-07-26 00:35:52,688 semantic_segmentation INFO: Iters: 80720/150000 || Lr: 0.009979 || Task Loss: 0.4251 || KD Loss: 0.0643|| 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, 13:49:37 || Estimated Time: 1 day, 8:27:57
2023-07-26 00:36:08,747 semantic_segmentation INFO: Iters: 80730/150000 || Lr: 0.009978 || Task Loss: 0.4336 || KD Loss: 0.0799|| 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, 13:49:53 || Estimated Time: 1 day, 8:27:39
2023-07-26 00:36:24,840 semantic_segmentation INFO: Iters: 80740/150000 || Lr: 0.009977 || Task Loss: 0.3098 || KD Loss: 0.0577|| 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, 13:50:09 || Estimated Time: 1 day, 8:27:21
2023-07-26 00:36:40,956 semantic_segmentation INFO: Iters: 80750/150000 || Lr: 0.009975 || Task Loss: 0.3746 || KD Loss: 0.0980|| 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, 13:50:25 || Estimated Time: 1 day, 8:27:04
2023-07-26 00:36:57,057 semantic_segmentation INFO: Iters: 80760/150000 || Lr: 0.009974 || Task Loss: 0.3516 || KD Loss: 0.0715|| 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, 13:50:41 || Estimated Time: 1 day, 8:26:46
2023-07-26 00:37:13,126 semantic_segmentation INFO: Iters: 80770/150000 || Lr: 0.009973 || Task Loss: 0.6217 || KD Loss: 0.2777|| 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, 13:50:57 || Estimated Time: 1 day, 8:26:29
2023-07-26 00:37:29,244 semantic_segmentation INFO: Iters: 80780/150000 || Lr: 0.009972 || Task Loss: 0.4179 || KD Loss: 0.0543|| 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, 13:51:13 || Estimated Time: 1 day, 8:26:11
2023-07-26 00:37:45,293 semantic_segmentation INFO: Iters: 80790/150000 || Lr: 0.009970 || Task Loss: 0.4719 || KD Loss: 0.0887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:51:29 || Estimated Time: 1 day, 8:25:54
2023-07-26 00:38:01,311 semantic_segmentation INFO: Iters: 80800/150000 || Lr: 0.009969 || Task Loss: 0.7905 || KD Loss: 0.2990|| 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, 13:51:45 || Estimated Time: 1 day, 8:25:36
2023-07-26 00:38:01,422 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 00:38:01,871 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.090
2023-07-26 00:38:01,899 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.132
2023-07-26 00:38:01,911 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.167
2023-07-26 00:38:01,925 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.166
2023-07-26 00:38:01,938 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.943, mIoU: 0.233
2023-07-26 00:38:01,950 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.270
2023-07-26 00:38:01,963 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.313
2023-07-26 00:38:01,977 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.321
2023-07-26 00:38:01,990 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.362
2023-07-26 00:38:02,004 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.400
2023-07-26 00:38:02,017 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.931, mIoU: 0.402
2023-07-26 00:38:02,032 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.449
2023-07-26 00:38:02,044 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.408
2023-07-26 00:38:02,057 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.897, mIoU: 0.374
2023-07-26 00:38:02,071 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.902, mIoU: 0.375
2023-07-26 00:38:02,083 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.906, mIoU: 0.371
2023-07-26 00:38:02,094 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.362
2023-07-26 00:38:02,106 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.361
2023-07-26 00:38:02,120 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.899, mIoU: 0.363
2023-07-26 00:38:02,135 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.900, mIoU: 0.409
2023-07-26 00:38:02,149 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.905, mIoU: 0.414
2023-07-26 00:38:02,163 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.908, mIoU: 0.423
2023-07-26 00:38:02,177 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.458
2023-07-26 00:38:02,192 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.459
2023-07-26 00:38:02,207 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.911, mIoU: 0.457
2023-07-26 00:38:02,220 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-26 00:38:02,234 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.911, mIoU: 0.464
2023-07-26 00:38:02,245 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.464
2023-07-26 00:38:02,259 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.909, mIoU: 0.454
2023-07-26 00:38:02,274 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.454
2023-07-26 00:38:02,287 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.456
2023-07-26 00:38:02,301 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.917, mIoU: 0.455
2023-07-26 00:38:02,315 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.463
2023-07-26 00:38:02,329 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.460
2023-07-26 00:38:02,343 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.483
2023-07-26 00:38:02,358 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.483
2023-07-26 00:38:02,372 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.487
2023-07-26 00:38:02,385 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.531
2023-07-26 00:38:02,401 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.522
2023-07-26 00:38:02,414 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.521
2023-07-26 00:38:02,427 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.547
2023-07-26 00:38:02,442 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.547
2023-07-26 00:38:02,457 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.543
2023-07-26 00:38:02,470 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-26 00:38:02,485 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.548
2023-07-26 00:38:02,500 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.553
2023-07-26 00:38:02,513 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.559
2023-07-26 00:38:02,525 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-26 00:38:02,539 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-26 00:38:02,556 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.561
2023-07-26 00:38:02,572 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.560
2023-07-26 00:38:02,586 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.559
2023-07-26 00:38:02,598 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.557
2023-07-26 00:38:02,612 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.558
2023-07-26 00:38:02,626 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.563
2023-07-26 00:38:02,638 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-26 00:38:02,653 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-26 00:38:02,668 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-26 00:38:02,680 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.561
2023-07-26 00:38:02,694 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-26 00:38:02,706 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-26 00:38:02,720 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.592
2023-07-26 00:38:02,732 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.591
2023-07-26 00:38:02,748 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.926, mIoU: 0.596
2023-07-26 00:38:02,761 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.597
2023-07-26 00:38:02,776 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.596
2023-07-26 00:38:02,791 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-26 00:38:02,804 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-26 00:38:02,819 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-26 00:38:02,834 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-26 00:38:02,849 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-26 00:38:02,862 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.671
2023-07-26 00:38:02,878 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-26 00:38:02,893 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-26 00:38:02,908 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-26 00:38:02,924 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.672
2023-07-26 00:38:02,938 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:02,947 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 00:38:02,965 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:02,980 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:02,993 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 00:38:03,007 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 00:38:03,021 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:03,035 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 00:38:03,050 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 00:38:03,064 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 00:38:03,078 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 00:38:03,092 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:03,106 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 00:38:03,119 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 00:38:03,133 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-26 00:38:03,147 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.921, mIoU: 0.649
2023-07-26 00:38:03,161 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.653
2023-07-26 00:38:03,176 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 00:38:03,190 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 00:38:03,204 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 00:38:03,216 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 00:38:03,228 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 00:38:03,243 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:03,255 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:03,269 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:03,283 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:03,295 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:03,309 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:03,323 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:03,335 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 00:38:03,349 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 00:38:03,364 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 00:38:03,377 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:03,390 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:03,402 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:03,415 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:03,429 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:03,443 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:03,458 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:03,470 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:03,483 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-26 00:38:03,497 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 00:38:03,510 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 00:38:03,524 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:03,538 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 00:38:03,551 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 00:38:03,564 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.653
2023-07-26 00:38:03,581 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-26 00:38:03,595 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.653
2023-07-26 00:38:03,603 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.652
2023-07-26 00:38:03,614 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.652
2023-07-26 00:38:03,630 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 00:38:03,638 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.636
2023-07-26 00:38:03,651 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.642
2023-07-26 00:38:03,665 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-26 00:38:03,679 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 00:38:03,692 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.643
2023-07-26 00:38:03,706 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-26 00:38:03,719 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.644
2023-07-26 00:38:03,731 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.922, mIoU: 0.645
2023-07-26 00:38:03,745 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.641
2023-07-26 00:38:03,757 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 00:38:03,772 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-26 00:38:03,784 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.641
2023-07-26 00:38:03,798 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-26 00:38:03,813 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.921, mIoU: 0.642
2023-07-26 00:38:03,827 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.638
2023-07-26 00:38:03,842 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.639
2023-07-26 00:38:03,857 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-26 00:38:03,871 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.639
2023-07-26 00:38:03,886 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-26 00:38:03,900 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.642
2023-07-26 00:38:03,911 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:03,925 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:03,940 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 00:38:03,953 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 00:38:03,967 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 00:38:03,980 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:03,993 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:04,008 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 00:38:04,024 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 00:38:04,039 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 00:38:04,053 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 00:38:04,067 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 00:38:04,081 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.921, mIoU: 0.655
2023-07-26 00:38:04,096 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:04,108 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 00:38:04,122 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.922, mIoU: 0.656
2023-07-26 00:38:04,134 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:04,147 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 00:38:04,158 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 00:38:04,172 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 00:38:04,186 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-26 00:38:04,201 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-26 00:38:04,215 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-26 00:38:04,229 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:04,243 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 00:38:04,257 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-26 00:38:04,272 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:04,287 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.921, mIoU: 0.647
2023-07-26 00:38:04,299 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:04,312 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:04,327 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.920, mIoU: 0.645
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2023-07-26 00:38:04,355 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-26 00:38:04,396 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.921, mIoU: 0.648
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2023-07-26 00:38:04,439 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.920, mIoU: 0.644
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2023-07-26 00:38:04,613 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.918, mIoU: 0.637
2023-07-26 00:38:04,628 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.917, mIoU: 0.635
2023-07-26 00:38:04,643 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 00:38:04,658 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 00:38:04,672 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.915, mIoU: 0.636
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2023-07-26 00:38:04,700 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.914, mIoU: 0.633
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2023-07-26 00:38:04,829 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.915, mIoU: 0.638
2023-07-26 00:38:04,844 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.916, mIoU: 0.638
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2023-07-26 00:38:04,873 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.916, mIoU: 0.637
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2023-07-26 00:38:07,581 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-26 00:38:07,595 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.917, mIoU: 0.632
2023-07-26 00:38:07,610 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.917, mIoU: 0.633
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2023-07-26 00:38:07,638 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 00:38:07,653 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 00:38:07,667 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.917, mIoU: 0.633
2023-07-26 00:38:07,682 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 00:38:07,694 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.916, mIoU: 0.630
2023-07-26 00:38:07,709 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-26 00:38:07,721 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-26 00:38:07,738 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-26 00:38:07,751 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 00:38:07,765 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.916, mIoU: 0.636
2023-07-26 00:38:07,779 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 00:38:07,792 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.917, mIoU: 0.636
2023-07-26 00:38:07,806 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 00:38:07,820 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 00:38:07,832 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 00:38:07,846 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-26 00:38:07,861 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.918, mIoU: 0.638
2023-07-26 00:38:07,875 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,890 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,904 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:07,919 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,934 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,949 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,963 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:07,977 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:07,991 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,004 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,016 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,032 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,047 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,062 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 00:38:08,076 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:08,088 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 00:38:08,102 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 00:38:08,115 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 00:38:08,124 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 00:38:08,137 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.917, mIoU: 0.639
2023-07-26 00:38:08,151 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:08,164 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.918, mIoU: 0.639
2023-07-26 00:38:08,178 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,193 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,207 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,221 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,229 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,239 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.918, mIoU: 0.640
2023-07-26 00:38:08,251 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 00:38:08,263 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 00:38:08,277 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 00:38:08,289 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.918, mIoU: 0.641
2023-07-26 00:38:08,303 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 00:38:08,318 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.643
2023-07-26 00:38:08,332 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 00:38:08,346 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 00:38:08,359 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 00:38:08,372 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.919, mIoU: 0.643
2023-07-26 00:38:08,385 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 00:38:08,399 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 00:38:08,412 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:08,426 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 00:38:08,437 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 00:38:08,451 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:08,464 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:08,478 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 00:38:08,492 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 00:38:08,506 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:08,515 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:08,528 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:08,542 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:08,557 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:08,569 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.920, mIoU: 0.650
2023-07-26 00:38:08,582 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.920, mIoU: 0.651
2023-07-26 00:38:08,595 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-26 00:38:08,609 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-26 00:38:08,624 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 00:38:08,639 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 00:38:08,648 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 00:38:08,663 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.652
2023-07-26 00:38:08,677 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 00:38:08,689 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 00:38:08,703 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 00:38:08,717 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 00:38:08,730 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 00:38:08,744 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:08,756 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 00:38:08,771 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.921, mIoU: 0.654
2023-07-26 00:38:08,785 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.921, mIoU: 0.653
2023-07-26 00:38:08,800 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 00:38:08,814 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-26 00:38:08,826 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-26 00:38:08,838 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.921, mIoU: 0.650
2023-07-26 00:38:08,852 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:08,866 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:08,879 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 00:38:08,892 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.920, mIoU: 0.647
2023-07-26 00:38:08,909 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:08,925 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:08,940 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.645
2023-07-26 00:38:08,953 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:08,967 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:08,982 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.920, mIoU: 0.646
2023-07-26 00:38:08,997 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.646
2023-07-26 00:38:09,013 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:09,028 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:09,040 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-26 00:38:09,055 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:09,070 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-26 00:38:09,082 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 00:38:09,097 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.920, mIoU: 0.652
2023-07-26 00:38:09,107 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 00:38:09,121 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 00:38:09,133 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 00:38:09,144 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,155 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,169 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,183 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,197 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,210 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,218 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-26 00:38:09,232 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,247 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,261 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,275 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 00:38:09,288 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,300 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,313 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 00:38:09,327 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 00:38:09,341 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 00:38:09,355 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 00:38:09,366 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,378 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 00:38:09,392 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-26 00:38:09,406 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 00:38:09,419 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.921, mIoU: 0.656
2023-07-26 00:38:09,432 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 00:38:09,445 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,460 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,474 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,486 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,500 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 00:38:09,514 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 00:38:09,526 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 00:38:09,540 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 00:38:09,554 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 00:38:09,568 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 00:38:09,582 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 00:38:09,595 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:09,609 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:09,623 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:09,639 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 00:38:09,649 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,665 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:09,679 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:09,691 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:09,705 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-26 00:38:09,940 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.922, mIoU: 0.659
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2023-07-26 00:38:09,996 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.921, mIoU: 0.659
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2023-07-26 00:38:10,048 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:10,062 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.922, mIoU: 0.658
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2023-07-26 00:38:10,101 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:10,115 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:10,129 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 00:38:10,141 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 00:38:10,156 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-26 00:38:10,170 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.922, mIoU: 0.658
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2023-07-26 00:38:10,199 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-26 00:38:10,214 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 00:38:10,229 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 00:38:10,244 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 00:38:10,259 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 00:38:10,273 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:10,285 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 00:38:10,300 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 00:38:10,314 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,329 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,341 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,355 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,367 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,381 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,395 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,409 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 00:38:10,423 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,437 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:10,451 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,464 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,477 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:10,490 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:10,504 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:10,520 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:10,535 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:10,551 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:10,563 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:10,577 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,591 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,605 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,619 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,632 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,645 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,661 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,679 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:10,695 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,712 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,725 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,739 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,752 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,765 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,779 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,793 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-26 00:38:10,807 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,821 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,835 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,848 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,862 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:10,875 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,887 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,900 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,913 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 00:38:10,927 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,941 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,953 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,967 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:10,981 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:10,995 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:11,007 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:11,020 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:11,027 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:11,041 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,055 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,069 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,084 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,098 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,112 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,127 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,140 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,153 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,168 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,182 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,196 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:11,211 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:11,224 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:11,237 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:11,250 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,264 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:11,277 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,290 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,303 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:11,317 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,333 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:11,344 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:11,358 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,371 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,381 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,395 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,409 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,423 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,437 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,450 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,464 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,476 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,490 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,504 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,520 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,534 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,548 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 00:38:11,562 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:11,575 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 00:38:11,587 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:11,599 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,614 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,630 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,642 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 00:38:11,655 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:11,670 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,685 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,700 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,714 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,728 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,741 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:11,756 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,768 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,781 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,796 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,809 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,825 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,838 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,853 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,868 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,880 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,893 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,908 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:11,923 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,937 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,952 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:11,963 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,976 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:11,989 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,001 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,015 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,031 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:12,044 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:12,058 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,070 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,084 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,098 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,110 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,122 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,136 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,150 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,163 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,177 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,191 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,204 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,218 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,233 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,249 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,266 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,279 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,292 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,305 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,321 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,333 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,346 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,362 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,378 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,390 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,405 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,420 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,434 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,449 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,461 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,473 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,486 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,498 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,510 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,522 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,537 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,549 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,561 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,574 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,590 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,605 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,620 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,633 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,646 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,661 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,675 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,691 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,707 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,719 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:12,732 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,743 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,758 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,774 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,787 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,801 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,811 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,823 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,837 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,851 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,863 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,877 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,889 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,903 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:12,915 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:12,929 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:12,941 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,955 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,969 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,981 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:12,995 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,009 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,023 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,038 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,052 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,066 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,080 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,093 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,107 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,121 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,133 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,146 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,158 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,174 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,187 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,203 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,218 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,229 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,244 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,260 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,274 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,287 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,303 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,317 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,330 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,344 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,359 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:13,374 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:13,386 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,398 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,414 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,428 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:13,441 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,454 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:13,467 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,481 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,495 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,509 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,521 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,535 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:13,547 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:13,561 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:13,574 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,586 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,600 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,612 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,626 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,640 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,654 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,667 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,681 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,695 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,709 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,724 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,739 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,753 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,767 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,776 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,790 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,802 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,816 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,830 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,845 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:13,858 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,872 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,887 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,901 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,917 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,933 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:13,946 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,961 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:13,976 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:38:13,991 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 00:38:14,004 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 00:38:14,020 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 00:38:14,034 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,048 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,061 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,074 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,088 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,100 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:38:14,114 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:14,127 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 00:38:14,139 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,152 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,164 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,177 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,191 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,205 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,218 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,233 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,248 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,260 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,272 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,286 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,299 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,311 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,325 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,339 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,353 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,368 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,380 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,392 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,408 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,422 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,434 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,449 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,461 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,476 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,489 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,504 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,519 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,533 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,541 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,556 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,571 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,583 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,597 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,611 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,626 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,638 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 00:38:14,652 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 00:38:14,666 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 00:38:14,681 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 00:38:14,695 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 00:38:14,710 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 00:38:14,727 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 00:38:14,742 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 00:38:14,755 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 00:38:14,769 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 00:38:14,783 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 00:38:14,796 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 00:38:14,808 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,822 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,837 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,851 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,858 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,870 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 00:38:14,883 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 00:38:14,894 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 00:38:14,906 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 00:38:14,920 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:14,934 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 00:38:14,948 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:14,959 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:14,972 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:14,986 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 00:38:14,996 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:15,011 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:15,023 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,038 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,052 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,066 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,081 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,092 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,104 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,118 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,133 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,147 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,161 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,174 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,183 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,194 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,206 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,217 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,232 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,245 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,259 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:15,274 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,288 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,301 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,316 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,330 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,344 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,359 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,372 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,385 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,399 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,414 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,426 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,438 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,452 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,464 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,480 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,492 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 00:38:15,507 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 00:38:15,521 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 00:38:15,538 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,553 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,566 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,581 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,596 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,610 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,625 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,638 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,650 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,665 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,679 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 00:38:15,693 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 00:38:15,709 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 00:38:15,725 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 00:38:15,741 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 00:38:15,755 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,769 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,781 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,795 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,805 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 00:38:15,817 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 00:38:15,831 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,842 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,856 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,870 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 00:38:15,885 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,899 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,914 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:15,929 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,943 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,955 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,969 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,982 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:15,996 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,010 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,023 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,037 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,049 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,064 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,078 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,093 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,107 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,121 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,134 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,145 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,160 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 00:38:16,172 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,185 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,199 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,213 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,228 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,240 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,253 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,268 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,283 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,298 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,310 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,323 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,338 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,352 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,367 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,381 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,396 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,410 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,424 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,438 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 00:38:16,453 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,467 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,481 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,495 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:16,507 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,521 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:16,535 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,549 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,561 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 00:38:16,574 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,588 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,603 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,615 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,629 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,642 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,656 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:16,670 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,684 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,698 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,711 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,725 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,743 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,757 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,771 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,783 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,792 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:16,806 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:16,821 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:16,833 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:16,847 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,862 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,874 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,887 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,901 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,915 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,930 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,946 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,959 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,975 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 00:38:16,989 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,002 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,016 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,030 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,044 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,055 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,068 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,082 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,096 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,110 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,124 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,136 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,150 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,164 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,177 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,192 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,207 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,221 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,236 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,249 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,263 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:17,279 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,293 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,308 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,320 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,335 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 00:38:17,348 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,360 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,372 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,386 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,401 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-26 00:38:17,429 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,439 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,451 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,466 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,481 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,493 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.925, mIoU: 0.669
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2023-07-26 00:38:17,523 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:17,537 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,550 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 00:38:17,564 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-26 00:38:17,591 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,605 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:38:17,617 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.924, mIoU: 0.667
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2023-07-26 00:38:17,673 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-26 00:38:18,151 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-26 00:38:18,233 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,245 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,259 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,273 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,288 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,300 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,314 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,330 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,344 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,354 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,368 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,382 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,393 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,407 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,421 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:18,436 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,448 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,460 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:18,474 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,487 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,501 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,514 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,529 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,541 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,553 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:18,567 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:18,581 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 00:38:18,595 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 00:38:18,609 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:18,624 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:18,636 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,651 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,664 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 00:38:18,678 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:18,692 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 00:38:18,704 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,716 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,731 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,746 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,760 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,773 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,787 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:18,802 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,816 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,828 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,841 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,855 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:18,869 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,883 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,897 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,911 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,925 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,938 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,951 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,965 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,978 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:18,992 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,006 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,020 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,034 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,048 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,062 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,075 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,088 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,102 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,116 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,131 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,144 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,159 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,173 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,186 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,198 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,212 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,227 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,240 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,254 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,269 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,283 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,297 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,311 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,325 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-26 00:38:19,352 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,364 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,377 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,389 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,402 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,416 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,430 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,442 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,454 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,469 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,480 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,494 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,508 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,522 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,536 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,555 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,568 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,581 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,595 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,607 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,622 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 00:38:19,636 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,651 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,664 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,678 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 00:38:19,692 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:19,706 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:19,720 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 00:38:19,732 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,747 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,761 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,775 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,790 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,803 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,818 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,832 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,846 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,861 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,875 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,889 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,904 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,914 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,928 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,940 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,953 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 00:38:19,969 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,983 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:19,996 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:20,007 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-26 00:38:20,059 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-26 00:38:20,127 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:20,139 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:20,153 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 00:38:20,166 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-26 00:38:20,192 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.923, mIoU: 0.664
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2023-07-26 00:38:20,311 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.662
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2023-07-26 00:38:20,823 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:20,837 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:20,850 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-26 00:38:20,864 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,878 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,892 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,905 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,917 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,931 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,944 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,958 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:20,972 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:20,987 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,001 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,014 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,029 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,043 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,058 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,072 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,087 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,101 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,116 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,128 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,143 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,156 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,170 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,184 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,198 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,212 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,226 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,239 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,249 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,263 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,275 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,289 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,302 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,316 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,330 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,340 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,349 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,365 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,378 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,392 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,404 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,418 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 00:38:21,432 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,444 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,458 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,472 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,486 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,499 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,511 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,525 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,539 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,552 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,564 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,578 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,591 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 00:38:21,605 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,619 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,631 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,645 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,658 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-26 00:38:21,674 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-26 00:38:37,685 semantic_segmentation INFO: Iters: 80810/150000 || Lr: 0.009968 || Task Loss: 0.5097 || KD Loss: 0.0884|| 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: 1 day, 13:52:22 || Estimated Time: 1 day, 8:25:36
2023-07-26 00:38:53,714 semantic_segmentation INFO: Iters: 80820/150000 || Lr: 0.009966 || Task Loss: 0.3511 || KD Loss: 0.0660|| 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, 13:52:38 || Estimated Time: 1 day, 8:25:18
2023-07-26 00:39:09,781 semantic_segmentation INFO: Iters: 80830/150000 || Lr: 0.009965 || Task Loss: 0.4573 || KD Loss: 0.1263|| 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, 13:52:54 || Estimated Time: 1 day, 8:25:01
2023-07-26 00:39:25,946 semantic_segmentation INFO: Iters: 80840/150000 || Lr: 0.009964 || Task Loss: 0.3859 || KD Loss: 0.0564|| 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, 13:53:10 || Estimated Time: 1 day, 8:24:43
2023-07-26 00:39:42,121 semantic_segmentation INFO: Iters: 80850/150000 || Lr: 0.009962 || Task Loss: 0.3518 || KD Loss: 0.0977|| 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, 13:53:26 || Estimated Time: 1 day, 8:24:26
2023-07-26 00:39:58,258 semantic_segmentation INFO: Iters: 80860/150000 || Lr: 0.009961 || Task Loss: 0.4933 || KD Loss: 0.0800|| 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, 13:53:42 || Estimated Time: 1 day, 8:24:08
2023-07-26 00:40:14,381 semantic_segmentation INFO: Iters: 80870/150000 || Lr: 0.009960 || Task Loss: 0.3524 || KD Loss: 0.0996|| 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, 13:53:58 || Estimated Time: 1 day, 8:23:51
2023-07-26 00:40:30,464 semantic_segmentation INFO: Iters: 80880/150000 || Lr: 0.009959 || Task Loss: 0.2861 || KD Loss: 0.0471|| 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, 13:54:14 || Estimated Time: 1 day, 8:23:33
2023-07-26 00:40:46,537 semantic_segmentation INFO: Iters: 80890/150000 || Lr: 0.009957 || Task Loss: 0.5795 || KD Loss: 0.1794|| 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, 13:54:31 || Estimated Time: 1 day, 8:23:16
2023-07-26 00:41:02,667 semantic_segmentation INFO: Iters: 80900/150000 || Lr: 0.009956 || Task Loss: 0.3765 || KD Loss: 0.0673|| 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, 13:54:47 || Estimated Time: 1 day, 8:22:58
2023-07-26 00:41:18,797 semantic_segmentation INFO: Iters: 80910/150000 || Lr: 0.009955 || Task Loss: 0.3100 || KD Loss: 0.0639|| 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, 13:55:03 || Estimated Time: 1 day, 8:22:41
2023-07-26 00:41:34,865 semantic_segmentation INFO: Iters: 80920/150000 || Lr: 0.009953 || Task Loss: 0.2828 || KD Loss: 0.0475|| 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, 13:55:19 || Estimated Time: 1 day, 8:22:23
2023-07-26 00:41:50,986 semantic_segmentation INFO: Iters: 80930/150000 || Lr: 0.009952 || Task Loss: 0.4550 || KD Loss: 0.1172|| 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, 13:55:35 || Estimated Time: 1 day, 8:22:06
2023-07-26 00:42:07,060 semantic_segmentation INFO: Iters: 80940/150000 || Lr: 0.009951 || Task Loss: 0.3521 || KD Loss: 0.0891|| 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, 13:55:51 || Estimated Time: 1 day, 8:21:48
2023-07-26 00:42:23,072 semantic_segmentation INFO: Iters: 80950/150000 || Lr: 0.009949 || Task Loss: 0.3627 || KD Loss: 0.0730|| 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, 13:56:07 || Estimated Time: 1 day, 8:21:31
2023-07-26 00:42:39,142 semantic_segmentation INFO: Iters: 80960/150000 || Lr: 0.009948 || Task Loss: 0.3402 || KD Loss: 0.0547|| 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, 13:56:23 || Estimated Time: 1 day, 8:21:13
2023-07-26 00:42:55,245 semantic_segmentation INFO: Iters: 80970/150000 || Lr: 0.009947 || Task Loss: 0.3908 || KD Loss: 0.0604|| 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, 13:56:39 || Estimated Time: 1 day, 8:20:56
2023-07-26 00:43:11,393 semantic_segmentation INFO: Iters: 80980/150000 || Lr: 0.009946 || Task Loss: 0.4110 || KD Loss: 0.1375|| 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, 13:56:55 || Estimated Time: 1 day, 8:20:38
2023-07-26 00:43:27,503 semantic_segmentation INFO: Iters: 80990/150000 || Lr: 0.009944 || Task Loss: 0.3319 || KD Loss: 0.0747|| 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, 13:57:11 || Estimated Time: 1 day, 8:20:21
2023-07-26 00:43:43,626 semantic_segmentation INFO: Iters: 81000/150000 || Lr: 0.009943 || Task Loss: 0.6870 || KD Loss: 0.2037|| 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, 13:57:28 || Estimated Time: 1 day, 8:20:03
2023-07-26 00:43:59,761 semantic_segmentation INFO: Iters: 81010/150000 || Lr: 0.009942 || Task Loss: 0.3991 || KD Loss: 0.1010|| 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, 13:57:44 || Estimated Time: 1 day, 8:19:46
2023-07-26 00:44:15,832 semantic_segmentation INFO: Iters: 81020/150000 || Lr: 0.009940 || Task Loss: 0.5761 || KD Loss: 0.1185|| 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, 13:58:00 || Estimated Time: 1 day, 8:19:28
2023-07-26 00:44:31,979 semantic_segmentation INFO: Iters: 81030/150000 || Lr: 0.009939 || Task Loss: 0.3971 || KD Loss: 0.0404|| 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, 13:58:16 || Estimated Time: 1 day, 8:19:10
2023-07-26 00:44:49,156 semantic_segmentation INFO: Iters: 81040/150000 || Lr: 0.009938 || Task Loss: 0.3056 || KD Loss: 0.0664|| 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, 13:58:33 || Estimated Time: 1 day, 8:18:54
2023-07-26 00:45:07,408 semantic_segmentation INFO: Iters: 81050/150000 || Lr: 0.009937 || Task Loss: 0.5917 || KD Loss: 0.1410|| 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, 13:58:51 || Estimated Time: 1 day, 8:18:38
2023-07-26 00:45:23,415 semantic_segmentation INFO: Iters: 81060/150000 || Lr: 0.009935 || Task Loss: 0.3169 || KD Loss: 0.0608|| 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, 13:59:07 || Estimated Time: 1 day, 8:18:21
2023-07-26 00:45:39,472 semantic_segmentation INFO: Iters: 81070/150000 || Lr: 0.009934 || Task Loss: 0.3182 || KD Loss: 0.0492|| 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, 13:59:23 || Estimated Time: 1 day, 8:18:03
2023-07-26 00:45:55,527 semantic_segmentation INFO: Iters: 81080/150000 || Lr: 0.009933 || Task Loss: 0.3957 || KD Loss: 0.1019|| 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, 13:59:40 || Estimated Time: 1 day, 8:17:45
2023-07-26 00:46:11,574 semantic_segmentation INFO: Iters: 81090/150000 || Lr: 0.009931 || Task Loss: 0.3753 || KD Loss: 0.0490|| 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, 13:59:56 || Estimated Time: 1 day, 8:17:28
2023-07-26 00:46:27,568 semantic_segmentation INFO: Iters: 81100/150000 || Lr: 0.009930 || Task Loss: 0.5145 || KD Loss: 0.1444|| 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, 14:00:12 || Estimated Time: 1 day, 8:17:10
2023-07-26 00:46:43,594 semantic_segmentation INFO: Iters: 81110/150000 || Lr: 0.009929 || Task Loss: 0.3533 || KD Loss: 0.0455|| 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, 14:00:28 || Estimated Time: 1 day, 8:16:53
2023-07-26 00:46:59,659 semantic_segmentation INFO: Iters: 81120/150000 || Lr: 0.009927 || Task Loss: 0.3459 || KD Loss: 0.0575|| 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, 14:00:44 || Estimated Time: 1 day, 8:16:35
2023-07-26 00:47:15,665 semantic_segmentation INFO: Iters: 81130/150000 || Lr: 0.009926 || Task Loss: 0.4295 || KD Loss: 0.0593|| 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, 14:01:00 || Estimated Time: 1 day, 8:16:18
2023-07-26 00:47:31,674 semantic_segmentation INFO: Iters: 81140/150000 || Lr: 0.009925 || Task Loss: 0.3911 || KD Loss: 0.0988|| 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, 14:01:16 || Estimated Time: 1 day, 8:16:00
2023-07-26 00:47:47,724 semantic_segmentation INFO: Iters: 81150/150000 || Lr: 0.009924 || Task Loss: 0.2776 || KD Loss: 0.0440|| 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, 14:01:32 || Estimated Time: 1 day, 8:15:42
2023-07-26 00:48:03,769 semantic_segmentation INFO: Iters: 81160/150000 || Lr: 0.009922 || Task Loss: 0.5463 || KD Loss: 0.1317|| 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, 14:01:48 || Estimated Time: 1 day, 8:15:25
2023-07-26 00:48:19,841 semantic_segmentation INFO: Iters: 81170/150000 || Lr: 0.009921 || Task Loss: 0.4009 || KD Loss: 0.0590|| 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, 14:02:04 || Estimated Time: 1 day, 8:15:07
2023-07-26 00:48:35,927 semantic_segmentation INFO: Iters: 81180/150000 || Lr: 0.009920 || Task Loss: 0.5854 || KD Loss: 0.1857|| 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, 14:02:20 || Estimated Time: 1 day, 8:14:50
2023-07-26 00:48:51,967 semantic_segmentation INFO: Iters: 81190/150000 || Lr: 0.009918 || Task Loss: 0.4493 || KD Loss: 0.1056|| 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, 14:02:36 || Estimated Time: 1 day, 8:14:32
2023-07-26 00:49:07,978 semantic_segmentation INFO: Iters: 81200/150000 || Lr: 0.009917 || Task Loss: 0.4346 || KD Loss: 0.0649|| 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, 14:02:52 || Estimated Time: 1 day, 8:14:15
2023-07-26 00:49:24,041 semantic_segmentation INFO: Iters: 81210/150000 || Lr: 0.009916 || Task Loss: 0.5173 || KD Loss: 0.0987|| 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, 14:03:08 || Estimated Time: 1 day, 8:13:57
2023-07-26 00:49:40,177 semantic_segmentation INFO: Iters: 81220/150000 || Lr: 0.009914 || Task Loss: 0.6331 || KD Loss: 0.1269|| 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, 14:03:24 || Estimated Time: 1 day, 8:13:40
2023-07-26 00:49:56,251 semantic_segmentation INFO: Iters: 81230/150000 || Lr: 0.009913 || Task Loss: 0.3781 || KD Loss: 0.0556|| 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, 14:03:40 || Estimated Time: 1 day, 8:13:22
2023-07-26 00:50:12,331 semantic_segmentation INFO: Iters: 81240/150000 || Lr: 0.009912 || Task Loss: 0.4080 || KD Loss: 0.0836|| 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, 14:03:56 || Estimated Time: 1 day, 8:13:04
2023-07-26 00:50:28,434 semantic_segmentation INFO: Iters: 81250/150000 || Lr: 0.009911 || Task Loss: 0.5354 || KD Loss: 0.0673|| 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, 14:04:12 || Estimated Time: 1 day, 8:12:47
2023-07-26 00:50:44,507 semantic_segmentation INFO: Iters: 81260/150000 || Lr: 0.009909 || Task Loss: 0.3875 || KD Loss: 0.0712|| 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, 14:04:28 || Estimated Time: 1 day, 8:12:29
2023-07-26 00:51:00,534 semantic_segmentation INFO: Iters: 81270/150000 || Lr: 0.009908 || Task Loss: 0.4931 || KD Loss: 0.0910|| 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, 14:04:45 || Estimated Time: 1 day, 8:12:12
2023-07-26 00:51:16,623 semantic_segmentation INFO: Iters: 81280/150000 || Lr: 0.009907 || Task Loss: 0.5045 || KD Loss: 0.0891|| 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, 14:05:01 || Estimated Time: 1 day, 8:11:54
2023-07-26 00:51:32,736 semantic_segmentation INFO: Iters: 81290/150000 || Lr: 0.009905 || Task Loss: 0.3234 || KD Loss: 0.0530|| 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, 14:05:17 || Estimated Time: 1 day, 8:11:37
2023-07-26 00:51:48,762 semantic_segmentation INFO: Iters: 81300/150000 || Lr: 0.009904 || Task Loss: 0.3007 || KD Loss: 0.0569|| 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, 14:05:33 || Estimated Time: 1 day, 8:11:19
2023-07-26 00:52:04,841 semantic_segmentation INFO: Iters: 81310/150000 || Lr: 0.009903 || Task Loss: 0.3429 || KD Loss: 0.0588|| 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, 14:05:49 || Estimated Time: 1 day, 8:11:02
2023-07-26 00:52:20,950 semantic_segmentation INFO: Iters: 81320/150000 || Lr: 0.009901 || Task Loss: 0.8247 || KD Loss: 0.2497|| 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, 14:06:05 || Estimated Time: 1 day, 8:10:44
2023-07-26 00:52:37,061 semantic_segmentation INFO: Iters: 81330/150000 || Lr: 0.009900 || Task Loss: 0.3516 || KD Loss: 0.0646|| 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, 14:06:21 || Estimated Time: 1 day, 8:10:27
2023-07-26 00:52:53,176 semantic_segmentation INFO: Iters: 81340/150000 || Lr: 0.009899 || Task Loss: 0.3697 || KD Loss: 0.0664|| 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, 14:06:37 || Estimated Time: 1 day, 8:10:09
2023-07-26 00:53:09,277 semantic_segmentation INFO: Iters: 81350/150000 || Lr: 0.009898 || Task Loss: 0.3733 || KD Loss: 0.0616|| 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, 14:06:53 || Estimated Time: 1 day, 8:09:52
2023-07-26 00:53:25,319 semantic_segmentation INFO: Iters: 81360/150000 || Lr: 0.009896 || Task Loss: 0.3812 || KD Loss: 0.0867|| 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, 14:07:09 || Estimated Time: 1 day, 8:09:34
2023-07-26 00:53:41,382 semantic_segmentation INFO: Iters: 81370/150000 || Lr: 0.009895 || Task Loss: 0.4631 || KD Loss: 0.0870|| 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, 14:07:25 || Estimated Time: 1 day, 8:09:17
2023-07-26 00:53:57,439 semantic_segmentation INFO: Iters: 81380/150000 || Lr: 0.009894 || Task Loss: 0.3797 || KD Loss: 0.0732|| 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, 14:07:41 || Estimated Time: 1 day, 8:08:59
2023-07-26 00:54:13,501 semantic_segmentation INFO: Iters: 81390/150000 || Lr: 0.009892 || Task Loss: 0.3064 || KD Loss: 0.0423|| 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, 14:07:57 || Estimated Time: 1 day, 8:08:41
2023-07-26 00:54:29,562 semantic_segmentation INFO: Iters: 81400/150000 || Lr: 0.009891 || Task Loss: 0.4319 || KD Loss: 0.0778|| 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, 14:08:14 || Estimated Time: 1 day, 8:08:24
2023-07-26 00:54:45,601 semantic_segmentation INFO: Iters: 81410/150000 || Lr: 0.009890 || Task Loss: 0.4291 || KD Loss: 0.1045|| 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, 14:08:30 || Estimated Time: 1 day, 8:08:06
2023-07-26 00:55:01,750 semantic_segmentation INFO: Iters: 81420/150000 || Lr: 0.009889 || Task Loss: 0.2750 || KD Loss: 0.0407|| 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, 14:08:46 || Estimated Time: 1 day, 8:07:49
2023-07-26 00:55:17,774 semantic_segmentation INFO: Iters: 81430/150000 || Lr: 0.009887 || Task Loss: 0.6043 || KD Loss: 0.2079|| 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, 14:09:02 || Estimated Time: 1 day, 8:07:31
2023-07-26 00:55:33,910 semantic_segmentation INFO: Iters: 81440/150000 || Lr: 0.009886 || Task Loss: 0.4181 || KD Loss: 0.0994|| 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, 14:09:18 || Estimated Time: 1 day, 8:07:14
2023-07-26 00:55:49,992 semantic_segmentation INFO: Iters: 81450/150000 || Lr: 0.009885 || Task Loss: 0.4535 || KD Loss: 0.0875|| 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, 14:09:34 || Estimated Time: 1 day, 8:06:56
2023-07-26 00:56:06,088 semantic_segmentation INFO: Iters: 81460/150000 || Lr: 0.009883 || Task Loss: 0.4980 || KD Loss: 0.1185|| 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, 14:09:50 || Estimated Time: 1 day, 8:06:39
2023-07-26 00:56:22,171 semantic_segmentation INFO: Iters: 81470/150000 || Lr: 0.009882 || Task Loss: 0.3658 || KD Loss: 0.0485|| 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, 14:10:06 || Estimated Time: 1 day, 8:06:21
2023-07-26 00:56:38,200 semantic_segmentation INFO: Iters: 81480/150000 || Lr: 0.009881 || Task Loss: 0.3880 || KD Loss: 0.0648|| 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, 14:10:22 || Estimated Time: 1 day, 8:06:04
2023-07-26 00:56:54,260 semantic_segmentation INFO: Iters: 81490/150000 || Lr: 0.009879 || Task Loss: 0.3473 || KD Loss: 0.0561|| 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, 14:10:38 || Estimated Time: 1 day, 8:05:46
2023-07-26 00:57:10,370 semantic_segmentation INFO: Iters: 81500/150000 || Lr: 0.009878 || Task Loss: 0.3592 || KD Loss: 0.0615|| 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, 14:10:54 || Estimated Time: 1 day, 8:05:29
2023-07-26 00:57:26,458 semantic_segmentation INFO: Iters: 81510/150000 || Lr: 0.009877 || Task Loss: 0.4897 || KD Loss: 0.0861|| 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, 14:11:10 || Estimated Time: 1 day, 8:05:11
2023-07-26 00:57:42,521 semantic_segmentation INFO: Iters: 81520/150000 || Lr: 0.009876 || Task Loss: 0.4431 || KD Loss: 0.0965|| 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, 14:11:27 || Estimated Time: 1 day, 8:04:54
2023-07-26 00:57:58,673 semantic_segmentation INFO: Iters: 81530/150000 || Lr: 0.009874 || Task Loss: 0.4669 || KD Loss: 0.0722|| 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, 14:11:43 || Estimated Time: 1 day, 8:04:36
2023-07-26 00:58:14,759 semantic_segmentation INFO: Iters: 81540/150000 || Lr: 0.009873 || Task Loss: 0.3986 || KD Loss: 0.0780|| 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, 14:11:59 || Estimated Time: 1 day, 8:04:19
2023-07-26 00:58:30,828 semantic_segmentation INFO: Iters: 81550/150000 || Lr: 0.009872 || Task Loss: 0.5581 || KD Loss: 0.1521|| 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, 14:12:15 || Estimated Time: 1 day, 8:04:01
2023-07-26 00:58:46,946 semantic_segmentation INFO: Iters: 81560/150000 || Lr: 0.009870 || Task Loss: 0.3786 || KD Loss: 0.0638|| 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, 14:12:31 || Estimated Time: 1 day, 8:03:44
2023-07-26 00:59:03,021 semantic_segmentation INFO: Iters: 81570/150000 || Lr: 0.009869 || Task Loss: 0.4710 || KD Loss: 0.0958|| 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, 14:12:47 || Estimated Time: 1 day, 8:03:26
2023-07-26 00:59:19,151 semantic_segmentation INFO: Iters: 81580/150000 || Lr: 0.009868 || Task Loss: 0.4919 || KD Loss: 0.1377|| 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, 14:13:03 || Estimated Time: 1 day, 8:03:09
2023-07-26 00:59:35,257 semantic_segmentation INFO: Iters: 81590/150000 || Lr: 0.009866 || Task Loss: 0.3849 || KD Loss: 0.0537|| 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, 14:13:19 || Estimated Time: 1 day, 8:02:51
2023-07-26 00:59:51,276 semantic_segmentation INFO: Iters: 81600/150000 || Lr: 0.009865 || Task Loss: 0.3812 || KD Loss: 0.0501|| 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, 14:13:35 || Estimated Time: 1 day, 8:02:33
2023-07-26 00:59:51,389 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 00:59:51,852 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-26 00:59:51,876 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-26 00:59:51,887 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.166
2023-07-26 00:59:51,901 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.164
2023-07-26 00:59:51,914 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.241
2023-07-26 00:59:51,926 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.921, mIoU: 0.258
2023-07-26 00:59:51,939 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.929, mIoU: 0.301
2023-07-26 00:59:51,953 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.937, mIoU: 0.305
2023-07-26 00:59:51,965 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.940, mIoU: 0.346
2023-07-26 00:59:51,978 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.390
2023-07-26 00:59:51,992 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.934, mIoU: 0.434
2023-07-26 00:59:52,006 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.480
2023-07-26 00:59:52,018 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.469
2023-07-26 00:59:52,031 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.453
2023-07-26 00:59:52,045 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.451
2023-07-26 00:59:52,057 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.445
2023-07-26 00:59:52,068 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.443
2023-07-26 00:59:52,081 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.443
2023-07-26 00:59:52,095 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.932, mIoU: 0.444
2023-07-26 00:59:52,110 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.487
2023-07-26 00:59:52,124 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.500
2023-07-26 00:59:52,138 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.512
2023-07-26 00:59:52,153 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.544
2023-07-26 00:59:52,168 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.542
2023-07-26 00:59:52,183 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.541
2023-07-26 00:59:52,196 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.540
2023-07-26 00:59:52,210 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.546
2023-07-26 00:59:52,222 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.545
2023-07-26 00:59:52,237 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.533
2023-07-26 00:59:52,251 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.533
2023-07-26 00:59:52,265 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.539
2023-07-26 00:59:52,280 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.537
2023-07-26 00:59:52,295 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.539
2023-07-26 00:59:52,309 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.535
2023-07-26 00:59:52,324 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.549
2023-07-26 00:59:52,339 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.550
2023-07-26 00:59:52,352 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.548
2023-07-26 00:59:52,364 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.594
2023-07-26 00:59:52,380 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.583
2023-07-26 00:59:52,392 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-26 00:59:52,405 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.608
2023-07-26 00:59:52,419 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.607
2023-07-26 00:59:52,433 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.604
2023-07-26 00:59:52,446 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.604
2023-07-26 00:59:52,460 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.618
2023-07-26 00:59:52,475 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.621
2023-07-26 00:59:52,488 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-26 00:59:52,500 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-26 00:59:52,513 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-26 00:59:52,529 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.620
2023-07-26 00:59:52,544 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-26 00:59:52,558 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-26 00:59:52,570 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.614
2023-07-26 00:59:52,585 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.615
2023-07-26 00:59:52,600 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-26 00:59:52,612 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-26 00:59:52,627 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.614
2023-07-26 00:59:52,643 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.614
2023-07-26 00:59:52,655 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.616
2023-07-26 00:59:52,670 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-26 00:59:52,682 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-26 00:59:52,696 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-26 00:59:52,709 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.652
2023-07-26 00:59:52,726 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-26 00:59:52,738 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-26 00:59:52,752 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.654
2023-07-26 00:59:52,766 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-26 00:59:52,779 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-26 00:59:52,793 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-26 00:59:52,807 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-26 00:59:52,822 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-26 00:59:52,835 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-26 00:59:52,850 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-26 00:59:52,864 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-26 00:59:52,878 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-26 00:59:52,893 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-26 00:59:52,907 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 00:59:52,916 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 00:59:52,931 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-26 00:59:52,947 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 00:59:52,959 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 00:59:52,973 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 00:59:52,988 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 00:59:53,003 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 00:59:53,018 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 00:59:53,032 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 00:59:53,047 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 00:59:53,061 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 00:59:53,075 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:59:53,087 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 00:59:53,101 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 00:59:53,116 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 00:59:53,130 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 00:59:53,144 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 00:59:53,158 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 00:59:53,172 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 00:59:53,184 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 00:59:53,196 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 00:59:53,210 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 00:59:53,224 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 00:59:53,240 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 00:59:53,253 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 00:59:53,265 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 00:59:53,279 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 00:59:53,294 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 00:59:53,306 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 00:59:53,320 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 00:59:53,336 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 00:59:53,348 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 00:59:53,360 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 00:59:53,372 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 00:59:53,385 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 00:59:53,399 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 00:59:53,413 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 00:59:53,427 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 00:59:53,440 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 00:59:53,452 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 00:59:53,466 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 00:59:53,479 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 00:59:53,493 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 00:59:53,508 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 00:59:53,521 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 00:59:53,534 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 00:59:53,549 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 00:59:53,564 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 00:59:53,572 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-26 00:59:53,583 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-26 00:59:53,599 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-26 00:59:53,607 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-26 00:59:53,620 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 00:59:53,635 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 00:59:53,649 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-26 00:59:53,662 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 00:59:53,676 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 00:59:53,688 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-26 00:59:53,699 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-26 00:59:53,713 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 00:59:53,725 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-26 00:59:53,739 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-26 00:59:53,751 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-26 00:59:53,765 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 00:59:53,779 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-26 00:59:53,792 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 00:59:53,806 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.693
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2023-07-26 00:59:54,153 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-26 00:59:54,226 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-26 00:59:56,506 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.925, mIoU: 0.681
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2023-07-26 00:59:56,794 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-26 00:59:56,823 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-26 00:59:56,935 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-26 00:59:56,962 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-26 00:59:56,991 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-26 00:59:57,501 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.924, mIoU: 0.671
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2023-07-26 00:59:57,868 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.924, mIoU: 0.673
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2023-07-26 00:59:58,247 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.925, mIoU: 0.676
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2023-07-26 00:59:58,319 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-26 00:59:58,389 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-26 00:59:58,420 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 00:59:58,513 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 00:59:58,673 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-26 00:59:59,187 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,201 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,215 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,229 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 00:59:59,241 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 00:59:59,254 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,268 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,282 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,297 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,310 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,322 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,336 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,350 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 00:59:59,364 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 00:59:59,377 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 00:59:59,391 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 00:59:59,405 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 00:59:59,420 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 00:59:59,433 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 00:59:59,448 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 00:59:59,463 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 00:59:59,476 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 00:59:59,491 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,505 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,520 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,534 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,547 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,562 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,577 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,593 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 00:59:59,603 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,617 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,632 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,644 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,658 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,670 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,685 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,699 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,713 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,725 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,737 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,750 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,764 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,778 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,792 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,806 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 00:59:59,820 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,833 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,848 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,863 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,876 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,890 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,904 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 00:59:59,919 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,933 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,947 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 00:59:59,958 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 00:59:59,973 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 00:59:59,987 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,000 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,014 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,029 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,040 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 01:00:00,054 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,068 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,082 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,095 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,110 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,123 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,138 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,152 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,166 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 01:00:00,180 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:00,194 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 01:00:00,208 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 01:00:00,222 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:00,234 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:00,248 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:00,263 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:00,277 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:00,290 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:00,306 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:00,319 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:00,334 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:00,350 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:00,366 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:00,380 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:00,395 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:00,409 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:00,423 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:00,436 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:00,450 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:00,464 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:00,481 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:00,495 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,509 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,519 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,531 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,549 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,561 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,574 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,586 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,598 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,612 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,627 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,641 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:00:00,656 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,669 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,683 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,695 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,709 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,724 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 01:00:00,739 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,753 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,767 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,781 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,794 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,808 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 01:00:00,823 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,835 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,848 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,862 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,877 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,891 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,903 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,917 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 01:00:00,931 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,945 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,957 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,969 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:00:00,977 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:00,991 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:01,005 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,019 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,034 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,048 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,062 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,078 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,093 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,105 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,120 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,133 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,148 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:01,163 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:01,175 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:01,188 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:01,200 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:01,214 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:01,227 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:01,240 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:01,252 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:01,266 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:01,280 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:01,291 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:01,304 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,316 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,328 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,342 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,357 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,371 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:01,385 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,400 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 01:00:01,517 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 01:00:01,542 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 01:00:01,585 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 01:00:01,625 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 01:00:01,667 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,682 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,694 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,708 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,721 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:01,734 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,748 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,761 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,776 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.697
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2023-07-26 01:00:01,803 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,818 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,830 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,843 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,858 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,873 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,887 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,901 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:00:01,913 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,926 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,939 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,951 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:00:01,966 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,982 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:01,995 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,009 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,022 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,037 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,051 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,063 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,076 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,089 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,103 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,116 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,130 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,143 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,156 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,169 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,182 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,197 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,212 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,224 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,237 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,249 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,264 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,275 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,288 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,303 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,317 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,331 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,347 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,362 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,377 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,392 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,405 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,416 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,430 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,443 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,455 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,468 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,483 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,495 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,508 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,521 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,536 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,550 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,565 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,578 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,590 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,605 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,619 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,633 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:02,647 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:02,659 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:02,672 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,683 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,698 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:02,712 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,726 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,740 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:02,751 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,763 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:00:02,778 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,792 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,804 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,819 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,832 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,847 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,860 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,874 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 01:00:02,887 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,901 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,915 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,927 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:02,942 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:02,956 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:02,970 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:02,984 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:02,998 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,012 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,026 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,039 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,053 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,067 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,079 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,092 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,104 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,120 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,133 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,149 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,164 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,175 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,190 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,205 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,220 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,233 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,248 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,262 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,275 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,290 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,305 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,319 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,331 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,343 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,360 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,374 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,388 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,401 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,415 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:03,429 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,443 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,457 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,469 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,483 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,495 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,509 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,523 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,536 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,550 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:03,563 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:03,578 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,592 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,606 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,620 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,634 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,648 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,661 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,677 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,691 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,706 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,720 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,730 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,743 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:03,756 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,770 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,784 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,800 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,813 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,827 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,842 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,855 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,870 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,885 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,898 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,913 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,927 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,941 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:03,954 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:03,968 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:03,982 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:03,997 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,010 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,024 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,038 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,050 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,064 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,078 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,090 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,104 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,116 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,130 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,144 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,159 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,173 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,188 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,202 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,215 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,228 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,242 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,255 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,267 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,281 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,297 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:00:04,311 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,326 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,338 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,353 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:00:04,369 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,383 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,395 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,409 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,421 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,435 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,448 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,463 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,477 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,490 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,498 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,513 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,528 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,540 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,554 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,568 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,583 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,595 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,609 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,623 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,638 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,652 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,666 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:04,682 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 01:00:04,697 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 01:00:04,709 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 01:00:04,723 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 01:00:04,737 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 01:00:04,751 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:00:04,763 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,778 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,793 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,808 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,815 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,827 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,840 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,852 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:00:04,863 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 01:00:04,878 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,892 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,906 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 01:00:04,918 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,930 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,945 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,956 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,970 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 01:00:04,983 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:04,997 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,011 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,025 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,040 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,050 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,063 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,077 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,091 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,105 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,119 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,132 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,141 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,152 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,164 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,175 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,189 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:00:05,201 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,215 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,229 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,243 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,256 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:00:05,270 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:05,284 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:05,299 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:05,313 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,327 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,340 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,354 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,369 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,382 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:05,395 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,409 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,421 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,436 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,448 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,462 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,476 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,493 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,508 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,520 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,534 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,549 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,563 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,577 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,589 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 01:00:05,602 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 01:00:05,616 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 01:00:05,630 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 01:00:05,644 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 01:00:05,658 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 01:00:05,673 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 01:00:05,687 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 01:00:05,701 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,715 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,727 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,742 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,751 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,764 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,778 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,790 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,805 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,819 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,834 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,849 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,864 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,879 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:05,893 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,905 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,921 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,933 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,948 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,962 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,974 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:05,988 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,000 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,014 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,028 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,042 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,056 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,070 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,082 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,093 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,107 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 01:00:06,119 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,131 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,146 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,160 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,174 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,186 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:00:06,199 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,213 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,228 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,243 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:00:06,256 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,268 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,282 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,298 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,312 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,327 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,341 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,355 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,368 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,383 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,399 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,414 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,428 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,443 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,455 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,470 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,485 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:00:06,500 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:00:06,513 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:00:06,527 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,541 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,557 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,570 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,584 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,599 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,613 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,628 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,642 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,657 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,669 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,683 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,698 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,711 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,725 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:00:06,737 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:00:06,745 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,760 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,774 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,786 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:06,801 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:06,815 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:06,828 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,840 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,854 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,868 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,882 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,898 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,912 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,928 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,941 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,954 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,968 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:06,982 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:06,996 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,008 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,021 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,035 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,049 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,063 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,077 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,089 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,104 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,117 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,130 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,145 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,159 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,174 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,188 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,200 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,215 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,229 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,243 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,257 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,270 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,285 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,298 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,310 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,322 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,336 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,350 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,364 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,378 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,388 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,401 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,418 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,433 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,445 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,459 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,475 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,489 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,502 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,515 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,529 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,542 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,556 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,568 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:00:07,580 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:00:07,594 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:00:07,609 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:00:07,623 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,638 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,650 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,665 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,680 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,692 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,706 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,721 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,735 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,750 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,762 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,775 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:00:07,789 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,804 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,817 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,829 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,843 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,858 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,871 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,880 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,894 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,908 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,922 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,935 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,947 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,960 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,973 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:00:07,985 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:07,999 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,013 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,027 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,042 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,056 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,070 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,083 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,097 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,109 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,122 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,137 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:00:08,152 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,164 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,179 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,190 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,204 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,219 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,233 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,246 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,260 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,276 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,290 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,302 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,316 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,330 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,341 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,355 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,369 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,383 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,395 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,408 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,424 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,437 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,452 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,464 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,479 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,491 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,503 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:00:08,518 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:00:08,532 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,546 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:00:08,560 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,576 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,588 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,603 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,616 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,630 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,645 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:00:08,657 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:00:08,670 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:00:08,685 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:00:08,699 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:00:08,713 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:00:08,726 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:00:08,738 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:00:08,752 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:00:08,766 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,779 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,791 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,806 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,820 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,834 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,848 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,862 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,877 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,889 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,903 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,917 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,929 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,943 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,957 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,971 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,985 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:00:08,999 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:09,013 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,027 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,040 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,054 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,068 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,083 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,096 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,111 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,125 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,137 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,149 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,163 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,177 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,190 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,204 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,218 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,232 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:09,247 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:09,261 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,276 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,290 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,304 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,316 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,329 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,342 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,355 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,369 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,384 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:09,397 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:00:09,410 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,425 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,438 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,451 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,464 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,479 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,492 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,506 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,518 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,531 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:09,545 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,556 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,570 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,584 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,598 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,610 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,624 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,638 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,651 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,665 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,677 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,691 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,704 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,718 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,732 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,744 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,757 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,771 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,785 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,800 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,814 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,828 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,843 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,853 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,867 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,879 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,893 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 01:00:09,909 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,924 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,939 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,951 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,964 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,977 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:09,992 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,006 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,020 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,034 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,047 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,061 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,076 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,087 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,101 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,114 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,126 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,140 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,150 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,164 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,178 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,192 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,205 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,217 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,229 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,241 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 01:00:10,255 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:10,268 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:00:10,280 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:10,291 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:10,306 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:10,319 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:10,333 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:00:10,345 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,358 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,373 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,387 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,401 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,415 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,423 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,437 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,450 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,462 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,475 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,490 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 01:00:10,504 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,518 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,533 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,547 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,562 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,574 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,588 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,604 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,618 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,633 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,647 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,663 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,676 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,690 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,704 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,718 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,731 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,744 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,758 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,773 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,787 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,802 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,816 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,830 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,845 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,857 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 01:00:10,871 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,884 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,898 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,912 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,926 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,941 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,953 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,967 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,981 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:10,995 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,009 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,023 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,038 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,052 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,064 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,078 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,090 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,105 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,119 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,133 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,148 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,162 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 01:00:11,175 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,184 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,198 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,211 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,225 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,239 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,253 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,267 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,278 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,287 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,303 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,317 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,331 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,344 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,358 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,372 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,384 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,398 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,412 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,425 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 01:00:11,439 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,451 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,467 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,481 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,496 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,508 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,523 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,538 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:00:11,553 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:00:11,568 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:00:11,581 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:00:11,595 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:00:11,609 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:00:11,626 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:00:27,669 semantic_segmentation INFO: Iters: 81610/150000 || Lr: 0.009864 || Task Loss: 0.3988 || KD Loss: 0.0662|| 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, 14:14:12 || Estimated Time: 1 day, 8:02:33
2023-07-26 01:00:43,830 semantic_segmentation INFO: Iters: 81620/150000 || Lr: 0.009863 || Task Loss: 0.6079 || KD Loss: 0.2372|| 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, 14:14:28 || Estimated Time: 1 day, 8:02:15
2023-07-26 01:00:59,851 semantic_segmentation INFO: Iters: 81630/150000 || Lr: 0.009861 || Task Loss: 0.3331 || KD Loss: 0.0527|| 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, 14:14:44 || Estimated Time: 1 day, 8:01:58
2023-07-26 01:01:15,935 semantic_segmentation INFO: Iters: 81640/150000 || Lr: 0.009860 || Task Loss: 0.3625 || KD Loss: 0.0707|| 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, 14:15:00 || Estimated Time: 1 day, 8:01:40
2023-07-26 01:01:31,995 semantic_segmentation INFO: Iters: 81650/150000 || Lr: 0.009859 || Task Loss: 0.5409 || KD Loss: 0.1207|| 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: 1 day, 14:15:16 || Estimated Time: 1 day, 8:01:23
2023-07-26 01:01:48,018 semantic_segmentation INFO: Iters: 81660/150000 || Lr: 0.009857 || Task Loss: 0.3172 || KD Loss: 0.0571|| 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, 14:15:32 || Estimated Time: 1 day, 8:01:05
2023-07-26 01:02:04,037 semantic_segmentation INFO: Iters: 81670/150000 || Lr: 0.009856 || Task Loss: 0.4206 || KD Loss: 0.1254|| 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, 14:15:48 || Estimated Time: 1 day, 8:00:48
2023-07-26 01:02:20,044 semantic_segmentation INFO: Iters: 81680/150000 || Lr: 0.009855 || Task Loss: 0.4277 || KD Loss: 0.0905|| 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, 14:16:04 || Estimated Time: 1 day, 8:00:30
2023-07-26 01:02:36,116 semantic_segmentation INFO: Iters: 81690/150000 || Lr: 0.009853 || Task Loss: 0.4038 || KD Loss: 0.0859|| 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, 14:16:20 || Estimated Time: 1 day, 8:00:13
2023-07-26 01:02:52,151 semantic_segmentation INFO: Iters: 81700/150000 || Lr: 0.009852 || Task Loss: 0.4540 || KD Loss: 0.0835|| 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: 1 day, 14:16:36 || Estimated Time: 1 day, 7:59:55
2023-07-26 01:03:08,159 semantic_segmentation INFO: Iters: 81710/150000 || Lr: 0.009851 || Task Loss: 0.3650 || KD Loss: 0.0726|| 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, 14:16:52 || Estimated Time: 1 day, 7:59:37
2023-07-26 01:03:24,208 semantic_segmentation INFO: Iters: 81720/150000 || Lr: 0.009850 || Task Loss: 0.3777 || KD Loss: 0.0604|| 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, 14:17:08 || Estimated Time: 1 day, 7:59:20
2023-07-26 01:03:40,280 semantic_segmentation INFO: Iters: 81730/150000 || Lr: 0.009848 || Task Loss: 0.4447 || KD Loss: 0.1292|| 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, 14:17:24 || Estimated Time: 1 day, 7:59:02
2023-07-26 01:03:56,352 semantic_segmentation INFO: Iters: 81740/150000 || Lr: 0.009847 || Task Loss: 0.5491 || KD Loss: 0.1225|| 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, 14:17:40 || Estimated Time: 1 day, 7:58:45
2023-07-26 01:04:12,356 semantic_segmentation INFO: Iters: 81750/150000 || Lr: 0.009846 || Task Loss: 0.4124 || KD Loss: 0.0528|| 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, 14:17:56 || Estimated Time: 1 day, 7:58:27
2023-07-26 01:04:28,380 semantic_segmentation INFO: Iters: 81760/150000 || Lr: 0.009844 || Task Loss: 0.4556 || KD Loss: 0.1111|| 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, 14:18:12 || Estimated Time: 1 day, 7:58:10
2023-07-26 01:04:44,361 semantic_segmentation INFO: Iters: 81770/150000 || Lr: 0.009843 || Task Loss: 0.4183 || KD Loss: 0.0948|| 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, 14:18:28 || Estimated Time: 1 day, 7:57:52
2023-07-26 01:05:00,388 semantic_segmentation INFO: Iters: 81780/150000 || Lr: 0.009842 || Task Loss: 0.4173 || KD Loss: 0.0451|| 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, 14:18:44 || Estimated Time: 1 day, 7:57:35
2023-07-26 01:05:16,423 semantic_segmentation INFO: Iters: 81790/150000 || Lr: 0.009840 || Task Loss: 0.3744 || KD Loss: 0.0530|| 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, 14:19:00 || Estimated Time: 1 day, 7:57:17
2023-07-26 01:05:32,442 semantic_segmentation INFO: Iters: 81800/150000 || Lr: 0.009839 || Task Loss: 0.4587 || KD Loss: 0.1165|| 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, 14:19:16 || Estimated Time: 1 day, 7:56:59
2023-07-26 01:05:48,477 semantic_segmentation INFO: Iters: 81810/150000 || Lr: 0.009838 || Task Loss: 0.3896 || KD Loss: 0.0588|| 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, 14:19:32 || Estimated Time: 1 day, 7:56:42
2023-07-26 01:06:04,560 semantic_segmentation INFO: Iters: 81820/150000 || Lr: 0.009837 || Task Loss: 0.6045 || KD Loss: 0.1798|| 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, 14:19:49 || Estimated Time: 1 day, 7:56:24
2023-07-26 01:06:20,572 semantic_segmentation INFO: Iters: 81830/150000 || Lr: 0.009835 || Task Loss: 0.4977 || KD Loss: 0.1316|| 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, 14:20:05 || Estimated Time: 1 day, 7:56:07
2023-07-26 01:06:36,725 semantic_segmentation INFO: Iters: 81840/150000 || Lr: 0.009834 || Task Loss: 0.3548 || KD Loss: 0.0849|| 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, 14:20:21 || Estimated Time: 1 day, 7:55:49
2023-07-26 01:06:52,749 semantic_segmentation INFO: Iters: 81850/150000 || Lr: 0.009833 || Task Loss: 0.4067 || KD Loss: 0.1063|| 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, 14:20:37 || Estimated Time: 1 day, 7:55:32
2023-07-26 01:07:08,844 semantic_segmentation INFO: Iters: 81860/150000 || Lr: 0.009831 || Task Loss: 0.4613 || KD Loss: 0.1089|| 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, 14:20:53 || Estimated Time: 1 day, 7:55:14
2023-07-26 01:07:27,300 semantic_segmentation INFO: Iters: 81870/150000 || Lr: 0.009830 || Task Loss: 0.3955 || KD Loss: 0.0720|| 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, 14:21:11 || Estimated Time: 1 day, 7:54:59
2023-07-26 01:07:44,182 semantic_segmentation INFO: Iters: 81880/150000 || Lr: 0.009829 || Task Loss: 0.3682 || KD Loss: 0.0681|| 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, 14:21:28 || Estimated Time: 1 day, 7:54:42
2023-07-26 01:08:00,215 semantic_segmentation INFO: Iters: 81890/150000 || Lr: 0.009828 || Task Loss: 0.4334 || KD Loss: 0.0913|| 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, 14:21:44 || Estimated Time: 1 day, 7:54:24
2023-07-26 01:08:16,277 semantic_segmentation INFO: Iters: 81900/150000 || Lr: 0.009826 || Task Loss: 0.3760 || KD Loss: 0.0510|| 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, 14:22:00 || Estimated Time: 1 day, 7:54:07
2023-07-26 01:08:32,276 semantic_segmentation INFO: Iters: 81910/150000 || Lr: 0.009825 || Task Loss: 0.3288 || KD Loss: 0.0458|| 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, 14:22:16 || Estimated Time: 1 day, 7:53:49
2023-07-26 01:08:48,281 semantic_segmentation INFO: Iters: 81920/150000 || Lr: 0.009824 || Task Loss: 0.4382 || KD Loss: 0.0617|| 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, 14:22:32 || Estimated Time: 1 day, 7:53:32
2023-07-26 01:09:04,293 semantic_segmentation INFO: Iters: 81930/150000 || Lr: 0.009822 || Task Loss: 0.5093 || KD Loss: 0.1457|| 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, 14:22:48 || Estimated Time: 1 day, 7:53:14
2023-07-26 01:09:20,328 semantic_segmentation INFO: Iters: 81940/150000 || Lr: 0.009821 || Task Loss: 0.3741 || KD Loss: 0.0772|| 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, 14:23:04 || Estimated Time: 1 day, 7:52:56
2023-07-26 01:09:36,321 semantic_segmentation INFO: Iters: 81950/150000 || Lr: 0.009820 || Task Loss: 0.4205 || KD Loss: 0.1089|| 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, 14:23:20 || Estimated Time: 1 day, 7:52:39
2023-07-26 01:09:52,352 semantic_segmentation INFO: Iters: 81960/150000 || Lr: 0.009818 || Task Loss: 0.5595 || KD Loss: 0.1329|| 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, 14:23:36 || Estimated Time: 1 day, 7:52:21
2023-07-26 01:10:08,380 semantic_segmentation INFO: Iters: 81970/150000 || Lr: 0.009817 || Task Loss: 0.2951 || KD Loss: 0.0481|| 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, 14:23:52 || Estimated Time: 1 day, 7:52:04
2023-07-26 01:10:24,372 semantic_segmentation INFO: Iters: 81980/150000 || Lr: 0.009816 || Task Loss: 0.3943 || KD Loss: 0.0860|| 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, 14:24:08 || Estimated Time: 1 day, 7:51:46
2023-07-26 01:10:40,823 semantic_segmentation INFO: Iters: 81990/150000 || Lr: 0.009815 || Task Loss: 0.3535 || KD Loss: 0.0902|| 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, 14:24:25 || Estimated Time: 1 day, 7:51:29
2023-07-26 01:10:56,836 semantic_segmentation INFO: Iters: 82000/150000 || Lr: 0.009813 || Task Loss: 0.3924 || KD Loss: 0.0926|| 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, 14:24:41 || Estimated Time: 1 day, 7:51:11
2023-07-26 01:11:12,834 semantic_segmentation INFO: Iters: 82010/150000 || Lr: 0.009812 || Task Loss: 0.3824 || KD Loss: 0.1121|| 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, 14:24:57 || Estimated Time: 1 day, 7:50:54
2023-07-26 01:11:28,846 semantic_segmentation INFO: Iters: 82020/150000 || Lr: 0.009811 || Task Loss: 0.3251 || KD Loss: 0.0535|| 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, 14:25:13 || Estimated Time: 1 day, 7:50:36
2023-07-26 01:11:44,877 semantic_segmentation INFO: Iters: 82030/150000 || Lr: 0.009809 || Task Loss: 0.3056 || KD Loss: 0.0525|| 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, 14:25:29 || Estimated Time: 1 day, 7:50:19
2023-07-26 01:12:00,964 semantic_segmentation INFO: Iters: 82040/150000 || Lr: 0.009808 || Task Loss: 0.3346 || KD Loss: 0.0433|| 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, 14:25:45 || Estimated Time: 1 day, 7:50:01
2023-07-26 01:12:17,007 semantic_segmentation INFO: Iters: 82050/150000 || Lr: 0.009807 || Task Loss: 0.3498 || KD Loss: 0.0620|| 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, 14:26:01 || Estimated Time: 1 day, 7:49:44
2023-07-26 01:12:33,075 semantic_segmentation INFO: Iters: 82060/150000 || Lr: 0.009805 || Task Loss: 0.3911 || KD Loss: 0.0541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2646|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:26:17 || Estimated Time: 1 day, 7:49:26
2023-07-26 01:12:49,118 semantic_segmentation INFO: Iters: 82070/150000 || Lr: 0.009804 || Task Loss: 0.2727 || KD Loss: 0.0328|| 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, 14:26:33 || Estimated Time: 1 day, 7:49:09
2023-07-26 01:13:05,140 semantic_segmentation INFO: Iters: 82080/150000 || Lr: 0.009803 || Task Loss: 0.3486 || KD Loss: 0.0709|| 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, 14:26:49 || Estimated Time: 1 day, 7:48:51
2023-07-26 01:13:21,189 semantic_segmentation INFO: Iters: 82090/150000 || Lr: 0.009802 || Task Loss: 0.4406 || KD Loss: 0.0711|| 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, 14:27:05 || Estimated Time: 1 day, 7:48:33
2023-07-26 01:13:37,315 semantic_segmentation INFO: Iters: 82100/150000 || Lr: 0.009800 || Task Loss: 0.3798 || KD Loss: 0.0636|| 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, 14:27:21 || Estimated Time: 1 day, 7:48:16
2023-07-26 01:13:53,444 semantic_segmentation INFO: Iters: 82110/150000 || Lr: 0.009799 || Task Loss: 0.4696 || KD Loss: 0.0452|| 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, 14:27:37 || Estimated Time: 1 day, 7:47:59
2023-07-26 01:14:09,508 semantic_segmentation INFO: Iters: 82120/150000 || Lr: 0.009798 || Task Loss: 0.3709 || KD Loss: 0.0837|| 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, 14:27:53 || Estimated Time: 1 day, 7:47:41
2023-07-26 01:14:25,630 semantic_segmentation INFO: Iters: 82130/150000 || Lr: 0.009796 || Task Loss: 0.3047 || KD Loss: 0.0477|| 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, 14:28:10 || Estimated Time: 1 day, 7:47:24
2023-07-26 01:14:41,680 semantic_segmentation INFO: Iters: 82140/150000 || Lr: 0.009795 || Task Loss: 0.3877 || KD Loss: 0.0742|| 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, 14:28:26 || Estimated Time: 1 day, 7:47:06
2023-07-26 01:14:57,688 semantic_segmentation INFO: Iters: 82150/150000 || Lr: 0.009794 || Task Loss: 0.4209 || KD Loss: 0.0416|| 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, 14:28:42 || Estimated Time: 1 day, 7:46:48
2023-07-26 01:15:13,668 semantic_segmentation INFO: Iters: 82160/150000 || Lr: 0.009792 || Task Loss: 0.3650 || KD Loss: 0.0874|| 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, 14:28:58 || Estimated Time: 1 day, 7:46:31
2023-07-26 01:15:29,750 semantic_segmentation INFO: Iters: 82170/150000 || Lr: 0.009791 || Task Loss: 0.5411 || KD Loss: 0.0639|| 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, 14:29:14 || Estimated Time: 1 day, 7:46:13
2023-07-26 01:15:45,865 semantic_segmentation INFO: Iters: 82180/150000 || Lr: 0.009790 || Task Loss: 0.5177 || KD Loss: 0.1150|| 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: 1 day, 14:29:30 || Estimated Time: 1 day, 7:45:56
2023-07-26 01:16:01,885 semantic_segmentation INFO: Iters: 82190/150000 || Lr: 0.009789 || Task Loss: 0.3568 || KD Loss: 0.0655|| 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, 14:29:46 || Estimated Time: 1 day, 7:45:38
2023-07-26 01:16:17,893 semantic_segmentation INFO: Iters: 82200/150000 || Lr: 0.009787 || Task Loss: 0.3748 || KD Loss: 0.0581|| 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, 14:30:02 || Estimated Time: 1 day, 7:45:21
2023-07-26 01:16:33,876 semantic_segmentation INFO: Iters: 82210/150000 || Lr: 0.009786 || Task Loss: 0.2578 || KD Loss: 0.0494|| 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, 14:30:18 || Estimated Time: 1 day, 7:45:03
2023-07-26 01:16:49,905 semantic_segmentation INFO: Iters: 82220/150000 || Lr: 0.009785 || Task Loss: 0.3284 || KD Loss: 0.0605|| 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, 14:30:34 || Estimated Time: 1 day, 7:44:46
2023-07-26 01:17:05,952 semantic_segmentation INFO: Iters: 82230/150000 || Lr: 0.009783 || Task Loss: 0.3270 || KD Loss: 0.0511|| 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, 14:30:50 || Estimated Time: 1 day, 7:44:28
2023-07-26 01:17:22,010 semantic_segmentation INFO: Iters: 82240/150000 || Lr: 0.009782 || Task Loss: 0.3040 || KD Loss: 0.0482|| 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, 14:31:06 || Estimated Time: 1 day, 7:44:11
2023-07-26 01:17:38,031 semantic_segmentation INFO: Iters: 82250/150000 || Lr: 0.009781 || Task Loss: 0.2797 || KD Loss: 0.0634|| 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, 14:31:22 || Estimated Time: 1 day, 7:43:53
2023-07-26 01:17:54,103 semantic_segmentation INFO: Iters: 82260/150000 || Lr: 0.009779 || Task Loss: 0.3116 || KD Loss: 0.0457|| 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, 14:31:38 || Estimated Time: 1 day, 7:43:35
2023-07-26 01:18:10,147 semantic_segmentation INFO: Iters: 82270/150000 || Lr: 0.009778 || Task Loss: 0.3031 || KD Loss: 0.0419|| 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, 14:31:54 || Estimated Time: 1 day, 7:43:18
2023-07-26 01:18:26,190 semantic_segmentation INFO: Iters: 82280/150000 || Lr: 0.009777 || Task Loss: 0.8501 || KD Loss: 0.3006|| 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, 14:32:10 || Estimated Time: 1 day, 7:43:00
2023-07-26 01:18:42,197 semantic_segmentation INFO: Iters: 82290/150000 || Lr: 0.009776 || Task Loss: 0.5243 || KD Loss: 0.1023|| 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, 14:32:26 || Estimated Time: 1 day, 7:42:43
2023-07-26 01:18:58,216 semantic_segmentation INFO: Iters: 82300/150000 || Lr: 0.009774 || Task Loss: 0.3459 || KD Loss: 0.0767|| 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, 14:32:42 || Estimated Time: 1 day, 7:42:25
2023-07-26 01:19:14,288 semantic_segmentation INFO: Iters: 82310/150000 || Lr: 0.009773 || Task Loss: 0.3171 || KD Loss: 0.0552|| 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, 14:32:58 || Estimated Time: 1 day, 7:42:08
2023-07-26 01:19:30,340 semantic_segmentation INFO: Iters: 82320/150000 || Lr: 0.009772 || Task Loss: 0.4445 || KD Loss: 0.0451|| 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, 14:33:14 || Estimated Time: 1 day, 7:41:50
2023-07-26 01:19:46,443 semantic_segmentation INFO: Iters: 82330/150000 || Lr: 0.009770 || Task Loss: 0.3464 || KD Loss: 0.0600|| 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, 14:33:30 || Estimated Time: 1 day, 7:41:33
2023-07-26 01:20:02,498 semantic_segmentation INFO: Iters: 82340/150000 || Lr: 0.009769 || Task Loss: 0.3175 || KD Loss: 0.0596|| 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, 14:33:46 || Estimated Time: 1 day, 7:41:15
2023-07-26 01:20:18,568 semantic_segmentation INFO: Iters: 82350/150000 || Lr: 0.009768 || Task Loss: 0.2251 || KD Loss: 0.0325|| 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, 14:34:03 || Estimated Time: 1 day, 7:40:58
2023-07-26 01:20:34,626 semantic_segmentation INFO: Iters: 82360/150000 || Lr: 0.009766 || Task Loss: 0.4701 || KD Loss: 0.0844|| 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, 14:34:19 || Estimated Time: 1 day, 7:40:40
2023-07-26 01:20:50,660 semantic_segmentation INFO: Iters: 82370/150000 || Lr: 0.009765 || Task Loss: 0.4719 || KD Loss: 0.0587|| 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, 14:34:35 || Estimated Time: 1 day, 7:40:23
2023-07-26 01:21:07,173 semantic_segmentation INFO: Iters: 82380/150000 || Lr: 0.009764 || Task Loss: 0.4197 || KD Loss: 0.0885|| 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, 14:34:51 || Estimated Time: 1 day, 7:40:06
2023-07-26 01:21:23,204 semantic_segmentation INFO: Iters: 82390/150000 || Lr: 0.009763 || Task Loss: 0.4238 || KD Loss: 0.0868|| 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, 14:35:07 || Estimated Time: 1 day, 7:39:48
2023-07-26 01:21:39,285 semantic_segmentation INFO: Iters: 82400/150000 || Lr: 0.009761 || Task Loss: 0.4263 || KD Loss: 0.0547|| 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, 14:35:23 || Estimated Time: 1 day, 7:39:31
2023-07-26 01:21:39,396 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 01:21:39,844 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 01:21:39,867 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 01:21:39,879 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.169
2023-07-26 01:21:39,894 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.169
2023-07-26 01:21:39,908 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.244
2023-07-26 01:21:39,920 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.290
2023-07-26 01:21:39,934 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.334
2023-07-26 01:21:39,948 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.338
2023-07-26 01:21:39,960 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.375
2023-07-26 01:21:39,973 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.421
2023-07-26 01:21:39,987 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.480
2023-07-26 01:21:40,001 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.527
2023-07-26 01:21:40,013 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.522
2023-07-26 01:21:40,026 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.505
2023-07-26 01:21:40,040 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.501
2023-07-26 01:21:40,052 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.496
2023-07-26 01:21:40,062 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.494
2023-07-26 01:21:40,074 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.493
2023-07-26 01:21:40,088 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.487
2023-07-26 01:21:40,103 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.534
2023-07-26 01:21:40,117 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.535
2023-07-26 01:21:40,132 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.543
2023-07-26 01:21:40,146 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.573
2023-07-26 01:21:40,162 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-26 01:21:40,177 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.574
2023-07-26 01:21:40,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.566
2023-07-26 01:21:40,204 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.572
2023-07-26 01:21:40,215 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.573
2023-07-26 01:21:40,229 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.563
2023-07-26 01:21:40,243 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.563
2023-07-26 01:21:40,256 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.563
2023-07-26 01:21:40,271 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.562
2023-07-26 01:21:40,285 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.566
2023-07-26 01:21:40,299 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.562
2023-07-26 01:21:40,313 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.607
2023-07-26 01:21:40,327 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.606
2023-07-26 01:21:40,340 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.605
2023-07-26 01:21:40,352 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.650
2023-07-26 01:21:40,368 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.646
2023-07-26 01:21:40,380 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.645
2023-07-26 01:21:40,393 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-26 01:21:40,407 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-26 01:21:40,421 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.664
2023-07-26 01:21:40,433 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.664
2023-07-26 01:21:40,448 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.676
2023-07-26 01:21:40,462 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.678
2023-07-26 01:21:40,475 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.681
2023-07-26 01:21:40,487 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.681
2023-07-26 01:21:40,501 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.682
2023-07-26 01:21:40,516 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-26 01:21:40,531 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 01:21:40,545 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-26 01:21:40,558 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.676
2023-07-26 01:21:40,572 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-26 01:21:40,587 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.684
2023-07-26 01:21:40,599 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.682
2023-07-26 01:21:40,614 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.678
2023-07-26 01:21:40,630 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-26 01:21:40,642 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.678
2023-07-26 01:21:40,656 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-26 01:21:40,668 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-26 01:21:40,683 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-26 01:21:40,696 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-26 01:21:40,713 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-26 01:21:40,726 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-26 01:21:40,741 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.713
2023-07-26 01:21:40,756 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.713
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2023-07-26 01:21:40,902 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 01:21:40,911 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.765
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2023-07-26 01:21:40,954 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 01:21:40,967 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 01:21:40,981 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 01:21:41,010 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-26 01:21:42,100 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 01:21:42,155 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 01:21:42,170 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 01:21:42,476 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 01:21:44,796 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 01:21:44,824 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.929, mIoU: 0.697
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2023-07-26 01:21:45,631 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.929, mIoU: 0.685
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2023-07-26 01:21:46,160 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 01:21:46,169 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 01:21:46,179 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 01:21:46,192 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 01:21:46,204 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 01:21:46,219 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 01:21:46,231 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 01:21:46,245 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,261 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,275 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,290 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,304 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,317 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 01:21:46,332 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 01:21:46,346 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 01:21:46,359 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 01:21:46,374 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 01:21:46,386 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,401 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,415 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,429 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:21:46,443 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:21:46,457 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:21:46,466 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:21:46,478 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 01:21:46,492 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 01:21:46,506 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:21:46,517 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 01:21:46,530 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:46,542 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:46,555 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:21:46,570 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:21:46,583 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,592 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,606 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,619 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,631 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,645 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:21:46,660 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:21:46,673 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:21:46,688 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,701 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,716 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:46,731 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,747 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:46,762 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,775 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,788 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:46,802 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:46,816 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:46,830 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:46,843 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:46,859 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:46,873 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:46,887 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,900 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,914 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,928 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:21:46,942 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 01:21:46,957 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:21:46,971 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 01:21:46,984 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 01:21:47,000 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 01:21:47,015 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 01:21:47,027 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:21:47,042 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 01:21:47,054 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:47,068 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 01:21:47,081 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 01:21:47,093 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,105 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,120 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,134 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,148 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,163 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,171 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,185 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,200 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,215 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,229 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,243 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,256 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:21:47,268 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,283 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,297 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,311 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,324 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,336 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,350 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,364 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,379 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 01:21:47,391 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,407 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,422 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,436 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,449 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:47,464 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:47,478 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:47,491 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:47,505 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,519 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,534 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,548 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,560 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,575 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,589 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,605 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,615 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,629 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 01:21:47,643 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,655 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,670 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,682 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,696 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,711 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,725 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,737 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,749 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,761 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,776 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,790 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,805 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,818 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,832 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:47,845 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,859 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,873 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,886 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,900 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,915 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:47,929 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,943 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,957 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,968 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:47,982 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:47,997 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:48,012 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:48,027 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,041 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,052 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,066 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,081 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,095 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,107 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,121 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,135 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 01:21:48,150 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:21:48,164 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 01:21:48,179 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,193 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,207 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,221 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,235 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,247 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,262 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:48,276 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:48,291 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,303 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,318 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,331 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,346 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,361 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,376 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,390 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,405 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,420 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:48,434 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,448 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:48,461 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:48,475 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 01:21:48,506 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 01:21:48,520 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 01:21:48,542 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 01:21:48,594 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 01:21:48,634 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:48,648 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:48,663 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:48,675 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:48,689 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 01:21:48,730 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:48,745 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 01:21:48,773 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 01:21:48,800 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.934, mIoU: 0.708
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2023-07-26 01:21:48,828 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,840 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,852 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,865 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,880 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,895 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,909 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,924 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,939 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:48,954 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,967 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,979 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:48,987 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:49,007 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 01:21:49,024 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:49,038 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:49,053 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:49,067 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:49,082 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:49,097 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,111 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,123 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,136 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,149 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,163 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,177 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,189 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,201 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,213 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,225 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,238 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,250 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,262 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,275 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,289 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,300 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,313 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,326 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,337 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,351 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,366 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,380 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,393 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,408 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,422 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,434 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:49,449 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,463 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,478 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,493 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,507 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:49,522 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:49,534 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:49,547 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:49,559 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,574 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,589 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:49,602 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,614 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,628 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,642 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,656 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,671 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,685 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:49,697 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:49,711 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,724 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,737 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,752 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,765 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,780 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,793 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,808 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,822 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,834 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,847 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,862 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:49,876 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:49,891 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,906 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,917 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:49,930 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:49,944 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:49,957 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:49,971 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:49,988 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,001 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,016 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,029 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,045 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,060 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,073 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,086 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:50,100 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,114 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:50,126 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:50,140 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:50,154 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:50,167 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:50,179 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:50,193 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:50,207 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:50,223 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,235 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,248 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,260 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,274 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,286 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,298 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:50,312 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,327 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,340 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,355 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,369 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,384 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,399 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,413 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,425 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,439 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,452 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,464 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,477 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,491 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,504 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,517 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,531 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,546 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,561 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,577 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,589 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,602 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,617 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,632 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,647 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,662 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:50,674 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:50,687 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,698 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,714 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,729 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,742 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,755 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,767 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,779 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,793 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 01:21:50,807 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 01:21:50,819 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 01:21:50,833 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 01:21:50,845 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,859 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:50,872 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:50,886 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:50,898 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,912 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,926 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,938 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:50,953 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,967 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,981 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:50,995 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,009 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,023 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,038 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,052 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,066 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,080 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,092 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,105 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,117 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,132 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,146 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,162 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,177 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,188 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,202 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,218 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,232 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,245 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:51,260 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:51,274 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:51,287 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,301 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,316 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,330 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,343 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,354 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,369 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,383 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,397 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,410 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,425 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:51,438 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:51,452 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:51,466 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:51,478 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,492 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,504 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,518 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,532 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,544 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,558 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,571 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,585 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,599 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,613 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,626 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,640 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,654 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,667 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,682 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,696 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,710 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,724 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,734 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,747 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,759 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,774 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,788 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,803 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:51,816 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,830 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,844 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,858 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,873 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,888 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,901 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,916 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,931 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,945 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,958 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:51,972 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:51,986 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,001 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,014 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,028 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,043 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,055 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,070 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:52,084 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,097 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,110 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,123 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:52,136 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:52,150 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:52,164 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:52,178 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,193 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,207 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,219 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,232 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:52,246 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,258 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,271 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,285 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,299 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,314 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,329 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,341 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,353 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,369 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,383 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,396 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,410 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,423 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,438 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,451 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,467 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,481 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,495 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,504 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,519 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,534 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,547 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,560 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,575 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,589 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,601 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,616 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,630 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,645 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 01:21:52,660 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 01:21:52,674 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:52,690 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:52,705 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:52,717 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 01:21:52,731 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 01:21:52,746 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 01:21:52,759 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:52,772 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 01:21:52,786 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,801 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,815 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,822 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,835 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,847 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,859 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,870 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:52,884 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:52,898 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:52,913 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:52,925 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:52,937 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:52,951 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:52,961 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,976 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:52,988 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:53,002 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:53,017 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,031 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,045 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,058 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,071 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,086 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,100 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,114 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,128 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,141 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,151 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,162 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,174 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,186 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,200 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,212 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:53,226 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,241 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,255 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,269 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,283 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,297 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,311 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,326 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,339 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,352 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,366 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,381 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,393 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,406 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,421 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,433 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,448 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,460 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,474 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,489 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,505 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,520 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 01:21:53,533 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 01:21:53,547 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 01:21:53,561 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 01:21:53,575 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,589 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,602 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,614 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,629 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,644 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 01:21:53,658 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 01:21:53,673 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 01:21:53,688 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 01:21:53,703 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 01:21:53,718 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,732 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,745 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,760 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,770 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,783 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,797 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,808 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,822 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 01:21:53,836 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 01:21:53,850 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:53,864 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,879 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,893 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,907 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,918 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,933 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,945 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,958 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,972 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,984 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:53,998 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,010 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,024 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,038 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,053 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,067 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,082 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,095 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,108 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,122 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,134 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,147 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,161 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,176 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,190 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,202 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,214 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,229 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,244 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,259 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,272 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,285 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,299 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,314 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,329 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,343 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,358 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,372 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,386 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 01:21:54,400 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,416 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,430 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,443 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,457 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,469 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,483 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,497 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 01:21:54,511 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,522 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 01:21:54,536 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:54,549 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,564 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,576 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,589 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,603 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,616 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 01:21:54,644 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,658 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,670 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:54,684 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,699 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,711 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,725 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,736 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:21:54,745 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,758 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,772 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,784 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 01:21:54,798 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:54,812 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:54,824 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,837 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,851 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,865 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,879 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,895 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,909 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,926 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,939 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,952 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 01:21:54,966 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:54,980 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:54,994 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,006 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,018 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,033 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,048 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,062 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,077 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,090 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,107 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,121 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,134 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 01:21:55,248 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,262 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,274 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,288 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,300 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 01:21:55,389 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,401 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,417 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,432 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 01:21:55,488 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,500 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 01:21:55,513 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,528 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,540 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,554 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,566 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 01:21:55,687 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:21:55,702 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 01:21:55,798 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:21:55,812 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:21:55,824 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 01:21:55,961 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 01:21:56,634 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 01:21:56,702 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:21:56,717 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:21:56,729 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:56,742 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:21:56,756 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:21:56,770 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:56,782 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,795 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,809 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,823 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,837 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,851 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,865 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,880 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,892 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,906 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:56,921 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,934 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:56,948 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:56,962 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:56,976 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:56,991 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:57,005 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:21:57,019 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,033 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,046 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,061 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,075 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,089 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,103 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,118 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,134 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,146 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,158 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,172 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,187 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,199 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,213 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,228 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,241 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,255 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,269 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,283 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,298 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,310 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,323 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,336 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,349 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:57,361 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,376 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,390 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,403 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,416 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,431 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:57,442 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:21:57,455 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,470 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,486 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,500 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,514 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,526 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,541 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:57,555 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:21:57,568 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,583 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,598 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,612 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,625 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,639 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,653 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,670 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,684 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,696 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,710 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:57,725 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,740 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,754 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,767 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,781 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,798 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,814 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,830 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,845 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,860 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,875 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,885 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,899 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,911 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,924 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,940 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,954 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,967 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,978 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:57,991 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,004 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,017 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,030 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,044 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,058 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,070 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,084 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,098 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,111 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,126 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,141 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,154 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,169 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,180 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,195 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,209 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,224 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,238 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,251 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,263 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,277 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:21:58,291 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,304 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,317 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,329 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,343 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,356 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,370 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,382 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,396 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,412 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,427 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,441 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,455 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:21:58,462 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:21:58,476 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,488 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:21:58,500 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,514 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,529 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:21:58,543 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:58,558 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:21:58,573 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:58,588 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:58,603 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,616 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,630 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,647 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,661 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,677 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,691 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,707 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,720 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,733 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,747 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,760 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,772 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,784 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,798 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,811 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,825 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:58,838 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,852 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,866 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,879 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,891 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,904 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,917 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,931 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,946 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,960 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,974 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:58,987 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,001 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,015 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,029 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,043 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,057 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,072 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,086 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,098 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,112 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,124 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,139 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,154 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,168 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,183 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,197 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,211 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,220 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,234 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,246 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,260 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,274 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,288 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,302 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:21:59,313 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,322 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,338 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,352 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,366 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,379 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,393 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,407 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,420 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,434 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,448 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,461 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,475 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,487 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,501 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,515 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,529 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,541 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,555 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,569 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:21:59,583 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:59,598 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:59,610 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:59,623 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:59,639 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:21:59,655 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:22:15,685 semantic_segmentation INFO: Iters: 82410/150000 || Lr: 0.009760 || Task Loss: 0.4947 || KD Loss: 0.0783|| 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, 14:36:00 || Estimated Time: 1 day, 7:39:30
2023-07-26 01:22:31,678 semantic_segmentation INFO: Iters: 82420/150000 || Lr: 0.009759 || Task Loss: 0.3216 || KD Loss: 0.0510|| 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, 14:36:16 || Estimated Time: 1 day, 7:39:12
2023-07-26 01:22:47,742 semantic_segmentation INFO: Iters: 82430/150000 || Lr: 0.009757 || Task Loss: 0.3918 || KD Loss: 0.0577|| 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, 14:36:32 || Estimated Time: 1 day, 7:38:55
2023-07-26 01:23:03,842 semantic_segmentation INFO: Iters: 82440/150000 || Lr: 0.009756 || Task Loss: 0.2731 || KD Loss: 0.0449|| 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, 14:36:48 || Estimated Time: 1 day, 7:38:37
2023-07-26 01:23:19,940 semantic_segmentation INFO: Iters: 82450/150000 || Lr: 0.009755 || Task Loss: 0.3063 || KD Loss: 0.0362|| 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, 14:37:04 || Estimated Time: 1 day, 7:38:20
2023-07-26 01:23:36,077 semantic_segmentation INFO: Iters: 82460/150000 || Lr: 0.009753 || Task Loss: 0.4796 || KD Loss: 0.0663|| 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, 14:37:20 || Estimated Time: 1 day, 7:38:02
2023-07-26 01:23:52,113 semantic_segmentation INFO: Iters: 82470/150000 || Lr: 0.009752 || Task Loss: 0.4736 || KD Loss: 0.0868|| 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, 14:37:36 || Estimated Time: 1 day, 7:37:45
2023-07-26 01:24:08,326 semantic_segmentation INFO: Iters: 82480/150000 || Lr: 0.009751 || Task Loss: 0.4500 || KD Loss: 0.1048|| 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, 14:37:52 || Estimated Time: 1 day, 7:37:27
2023-07-26 01:24:24,385 semantic_segmentation INFO: Iters: 82490/150000 || Lr: 0.009750 || Task Loss: 0.3573 || KD Loss: 0.0533|| 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, 14:38:08 || Estimated Time: 1 day, 7:37:10
2023-07-26 01:24:40,507 semantic_segmentation INFO: Iters: 82500/150000 || Lr: 0.009748 || Task Loss: 0.4627 || KD Loss: 0.0843|| 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, 14:38:24 || Estimated Time: 1 day, 7:36:52
2023-07-26 01:24:56,614 semantic_segmentation INFO: Iters: 82510/150000 || Lr: 0.009747 || Task Loss: 0.3013 || KD Loss: 0.0725|| 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, 14:38:41 || Estimated Time: 1 day, 7:36:35
2023-07-26 01:25:12,681 semantic_segmentation INFO: Iters: 82520/150000 || Lr: 0.009746 || Task Loss: 0.3919 || KD Loss: 0.0421|| 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, 14:38:57 || Estimated Time: 1 day, 7:36:17
2023-07-26 01:25:28,778 semantic_segmentation INFO: Iters: 82530/150000 || Lr: 0.009744 || Task Loss: 0.4487 || KD Loss: 0.0363|| 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, 14:39:13 || Estimated Time: 1 day, 7:36:00
2023-07-26 01:25:44,906 semantic_segmentation INFO: Iters: 82540/150000 || Lr: 0.009743 || Task Loss: 0.2502 || KD Loss: 0.0344|| 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, 14:39:29 || Estimated Time: 1 day, 7:35:42
2023-07-26 01:26:01,010 semantic_segmentation INFO: Iters: 82550/150000 || Lr: 0.009742 || Task Loss: 0.4381 || KD Loss: 0.0710|| 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, 14:39:45 || Estimated Time: 1 day, 7:35:25
2023-07-26 01:26:17,080 semantic_segmentation INFO: Iters: 82560/150000 || Lr: 0.009740 || Task Loss: 0.3115 || KD Loss: 0.0542|| 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, 14:40:01 || Estimated Time: 1 day, 7:35:07
2023-07-26 01:26:33,063 semantic_segmentation INFO: Iters: 82570/150000 || Lr: 0.009739 || Task Loss: 0.2599 || KD Loss: 0.0597|| 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, 14:40:17 || Estimated Time: 1 day, 7:34:50
2023-07-26 01:26:49,108 semantic_segmentation INFO: Iters: 82580/150000 || Lr: 0.009738 || Task Loss: 0.4547 || KD Loss: 0.0633|| 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, 14:40:33 || Estimated Time: 1 day, 7:34:32
2023-07-26 01:27:05,118 semantic_segmentation INFO: Iters: 82590/150000 || Lr: 0.009737 || Task Loss: 0.6160 || KD Loss: 0.1375|| 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, 14:40:49 || Estimated Time: 1 day, 7:34:15
2023-07-26 01:27:21,152 semantic_segmentation INFO: Iters: 82600/150000 || Lr: 0.009735 || Task Loss: 0.2965 || KD Loss: 0.0517|| 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, 14:41:05 || Estimated Time: 1 day, 7:33:57
2023-07-26 01:27:37,155 semantic_segmentation INFO: Iters: 82610/150000 || Lr: 0.009734 || Task Loss: 0.3560 || KD Loss: 0.0541|| 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, 14:41:21 || Estimated Time: 1 day, 7:33:40
2023-07-26 01:27:53,197 semantic_segmentation INFO: Iters: 82620/150000 || Lr: 0.009733 || Task Loss: 0.4366 || KD Loss: 0.0801|| 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, 14:41:37 || Estimated Time: 1 day, 7:33:22
2023-07-26 01:28:09,228 semantic_segmentation INFO: Iters: 82630/150000 || Lr: 0.009731 || Task Loss: 0.4236 || KD Loss: 0.0928|| 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, 14:41:53 || Estimated Time: 1 day, 7:33:05
2023-07-26 01:28:25,270 semantic_segmentation INFO: Iters: 82640/150000 || Lr: 0.009730 || Task Loss: 0.7123 || KD Loss: 0.1678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:09 || Estimated Time: 1 day, 7:32:47
2023-07-26 01:28:41,295 semantic_segmentation INFO: Iters: 82650/150000 || Lr: 0.009729 || Task Loss: 0.2994 || KD Loss: 0.0440|| 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, 14:42:25 || Estimated Time: 1 day, 7:32:29
2023-07-26 01:28:57,309 semantic_segmentation INFO: Iters: 82660/150000 || Lr: 0.009727 || Task Loss: 0.3662 || KD Loss: 0.0638|| 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, 14:42:41 || Estimated Time: 1 day, 7:32:12
2023-07-26 01:29:13,408 semantic_segmentation INFO: Iters: 82670/150000 || Lr: 0.009726 || Task Loss: 0.3550 || KD Loss: 0.0840|| 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, 14:42:57 || Estimated Time: 1 day, 7:31:54
2023-07-26 01:29:29,456 semantic_segmentation INFO: Iters: 82680/150000 || Lr: 0.009725 || Task Loss: 0.5093 || KD Loss: 0.1756|| 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, 14:43:13 || Estimated Time: 1 day, 7:31:37
2023-07-26 01:29:46,136 semantic_segmentation INFO: Iters: 82690/150000 || Lr: 0.009724 || Task Loss: 0.5275 || KD Loss: 0.1567|| 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, 14:43:30 || Estimated Time: 1 day, 7:31:20
2023-07-26 01:30:04,938 semantic_segmentation INFO: Iters: 82700/150000 || Lr: 0.009722 || Task Loss: 0.3932 || KD Loss: 0.0818|| 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, 14:43:49 || Estimated Time: 1 day, 7:31:05
2023-07-26 01:30:20,929 semantic_segmentation INFO: Iters: 82710/150000 || Lr: 0.009721 || Task Loss: 0.3982 || KD Loss: 0.0695|| 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, 14:44:05 || Estimated Time: 1 day, 7:30:47
2023-07-26 01:30:36,963 semantic_segmentation INFO: Iters: 82720/150000 || Lr: 0.009720 || Task Loss: 0.3361 || KD Loss: 0.0623|| 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, 14:44:21 || Estimated Time: 1 day, 7:30:30
2023-07-26 01:30:52,966 semantic_segmentation INFO: Iters: 82730/150000 || Lr: 0.009718 || Task Loss: 0.3923 || KD Loss: 0.0739|| 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, 14:44:37 || Estimated Time: 1 day, 7:30:12
2023-07-26 01:31:08,998 semantic_segmentation INFO: Iters: 82740/150000 || Lr: 0.009717 || Task Loss: 0.2771 || KD Loss: 0.0517|| 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, 14:44:53 || Estimated Time: 1 day, 7:29:54
2023-07-26 01:31:25,107 semantic_segmentation INFO: Iters: 82750/150000 || Lr: 0.009716 || Task Loss: 0.3546 || KD Loss: 0.0807|| 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, 14:45:09 || Estimated Time: 1 day, 7:29:37
2023-07-26 01:31:41,139 semantic_segmentation INFO: Iters: 82760/150000 || Lr: 0.009714 || Task Loss: 0.3743 || KD Loss: 0.0565|| 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, 14:45:25 || Estimated Time: 1 day, 7:29:19
2023-07-26 01:31:57,220 semantic_segmentation INFO: Iters: 82770/150000 || Lr: 0.009713 || Task Loss: 0.3373 || KD Loss: 0.0432|| 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, 14:45:41 || Estimated Time: 1 day, 7:29:02
2023-07-26 01:32:13,299 semantic_segmentation INFO: Iters: 82780/150000 || Lr: 0.009712 || Task Loss: 0.4623 || KD Loss: 0.0851|| 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, 14:45:57 || Estimated Time: 1 day, 7:28:44
2023-07-26 01:32:29,336 semantic_segmentation INFO: Iters: 82790/150000 || Lr: 0.009711 || Task Loss: 0.4010 || KD Loss: 0.0658|| 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, 14:46:13 || Estimated Time: 1 day, 7:28:27
2023-07-26 01:32:45,433 semantic_segmentation INFO: Iters: 82800/150000 || Lr: 0.009709 || Task Loss: 0.2640 || KD Loss: 0.0286|| 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, 14:46:29 || Estimated Time: 1 day, 7:28:09
2023-07-26 01:33:01,518 semantic_segmentation INFO: Iters: 82810/150000 || Lr: 0.009708 || Task Loss: 0.4524 || KD Loss: 0.0716|| 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, 14:46:45 || Estimated Time: 1 day, 7:27:52
2023-07-26 01:33:17,571 semantic_segmentation INFO: Iters: 82820/150000 || Lr: 0.009707 || Task Loss: 0.3528 || KD Loss: 0.0475|| 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, 14:47:02 || Estimated Time: 1 day, 7:27:34
2023-07-26 01:33:33,632 semantic_segmentation INFO: Iters: 82830/150000 || Lr: 0.009705 || Task Loss: 0.3088 || KD Loss: 0.0651|| 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, 14:47:18 || Estimated Time: 1 day, 7:27:17
2023-07-26 01:33:49,629 semantic_segmentation INFO: Iters: 82840/150000 || Lr: 0.009704 || Task Loss: 0.3728 || KD Loss: 0.0582|| 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, 14:47:34 || Estimated Time: 1 day, 7:26:59
2023-07-26 01:34:05,680 semantic_segmentation INFO: Iters: 82850/150000 || Lr: 0.009703 || Task Loss: 0.5904 || KD Loss: 0.1860|| 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, 14:47:50 || Estimated Time: 1 day, 7:26:42
2023-07-26 01:34:21,666 semantic_segmentation INFO: Iters: 82860/150000 || Lr: 0.009701 || Task Loss: 0.3471 || KD Loss: 0.0935|| 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, 14:48:06 || Estimated Time: 1 day, 7:26:24
2023-07-26 01:34:37,646 semantic_segmentation INFO: Iters: 82870/150000 || Lr: 0.009700 || Task Loss: 0.4118 || KD Loss: 0.0699|| 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, 14:48:22 || Estimated Time: 1 day, 7:26:07
2023-07-26 01:34:53,665 semantic_segmentation INFO: Iters: 82880/150000 || Lr: 0.009699 || Task Loss: 0.3487 || KD Loss: 0.0758|| 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, 14:48:38 || Estimated Time: 1 day, 7:25:49
2023-07-26 01:35:09,641 semantic_segmentation INFO: Iters: 82890/150000 || Lr: 0.009698 || Task Loss: 0.3336 || KD Loss: 0.0518|| 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, 14:48:54 || Estimated Time: 1 day, 7:25:32
2023-07-26 01:35:25,653 semantic_segmentation INFO: Iters: 82900/150000 || Lr: 0.009696 || Task Loss: 0.3399 || KD Loss: 0.0625|| 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, 14:49:10 || Estimated Time: 1 day, 7:25:14
2023-07-26 01:35:41,663 semantic_segmentation INFO: Iters: 82910/150000 || Lr: 0.009695 || Task Loss: 0.4201 || KD Loss: 0.0869|| 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, 14:49:26 || Estimated Time: 1 day, 7:24:57
2023-07-26 01:35:57,716 semantic_segmentation INFO: Iters: 82920/150000 || Lr: 0.009694 || Task Loss: 0.4709 || KD Loss: 0.0546|| 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, 14:49:42 || Estimated Time: 1 day, 7:24:39
2023-07-26 01:36:13,742 semantic_segmentation INFO: Iters: 82930/150000 || Lr: 0.009692 || Task Loss: 0.5557 || KD Loss: 0.2076|| 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, 14:49:58 || Estimated Time: 1 day, 7:24:22
2023-07-26 01:36:29,779 semantic_segmentation INFO: Iters: 82940/150000 || Lr: 0.009691 || Task Loss: 0.3386 || KD Loss: 0.0821|| 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, 14:50:14 || Estimated Time: 1 day, 7:24:04
2023-07-26 01:36:45,786 semantic_segmentation INFO: Iters: 82950/150000 || Lr: 0.009690 || Task Loss: 0.6679 || KD Loss: 0.2088|| 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, 14:50:30 || Estimated Time: 1 day, 7:23:46
2023-07-26 01:37:01,804 semantic_segmentation INFO: Iters: 82960/150000 || Lr: 0.009688 || Task Loss: 0.7298 || KD Loss: 0.2533|| 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, 14:50:46 || Estimated Time: 1 day, 7:23:29
2023-07-26 01:37:17,877 semantic_segmentation INFO: Iters: 82970/150000 || Lr: 0.009687 || Task Loss: 0.6061 || KD Loss: 0.1767|| 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, 14:51:02 || Estimated Time: 1 day, 7:23:11
2023-07-26 01:37:33,950 semantic_segmentation INFO: Iters: 82980/150000 || Lr: 0.009686 || Task Loss: 0.5594 || KD Loss: 0.2340|| 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, 14:51:18 || Estimated Time: 1 day, 7:22:54
2023-07-26 01:37:50,036 semantic_segmentation INFO: Iters: 82990/150000 || Lr: 0.009685 || Task Loss: 0.4363 || KD Loss: 0.0854|| 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, 14:51:34 || Estimated Time: 1 day, 7:22:36
2023-07-26 01:38:06,112 semantic_segmentation INFO: Iters: 83000/150000 || Lr: 0.009683 || Task Loss: 0.4407 || KD Loss: 0.1101|| 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, 14:51:50 || Estimated Time: 1 day, 7:22:19
2023-07-26 01:38:22,159 semantic_segmentation INFO: Iters: 83010/150000 || Lr: 0.009682 || Task Loss: 0.3082 || KD Loss: 0.0635|| 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, 14:52:06 || Estimated Time: 1 day, 7:22:01
2023-07-26 01:38:38,252 semantic_segmentation INFO: Iters: 83020/150000 || Lr: 0.009681 || Task Loss: 0.3785 || KD Loss: 0.0904|| 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, 14:52:22 || Estimated Time: 1 day, 7:21:44
2023-07-26 01:38:54,288 semantic_segmentation INFO: Iters: 83030/150000 || Lr: 0.009679 || Task Loss: 0.3990 || KD Loss: 0.0797|| 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, 14:52:38 || Estimated Time: 1 day, 7:21:26
2023-07-26 01:39:10,319 semantic_segmentation INFO: Iters: 83040/150000 || Lr: 0.009678 || Task Loss: 0.4109 || KD Loss: 0.1156|| 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, 14:52:54 || Estimated Time: 1 day, 7:21:09
2023-07-26 01:39:26,413 semantic_segmentation INFO: Iters: 83050/150000 || Lr: 0.009677 || Task Loss: 0.3851 || KD Loss: 0.0520|| 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 day, 14:53:10 || Estimated Time: 1 day, 7:20:51
2023-07-26 01:39:42,540 semantic_segmentation INFO: Iters: 83060/150000 || Lr: 0.009675 || Task Loss: 0.4385 || KD Loss: 0.0863|| 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, 14:53:27 || Estimated Time: 1 day, 7:20:34
2023-07-26 01:39:58,611 semantic_segmentation INFO: Iters: 83070/150000 || Lr: 0.009674 || Task Loss: 0.3759 || KD Loss: 0.0733|| 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, 14:53:43 || Estimated Time: 1 day, 7:20:17
2023-07-26 01:40:14,641 semantic_segmentation INFO: Iters: 83080/150000 || Lr: 0.009673 || Task Loss: 0.3005 || KD Loss: 0.0315|| 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, 14:53:59 || Estimated Time: 1 day, 7:19:59
2023-07-26 01:40:30,684 semantic_segmentation INFO: Iters: 83090/150000 || Lr: 0.009672 || Task Loss: 0.4085 || KD Loss: 0.0862|| 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, 14:54:15 || Estimated Time: 1 day, 7:19:42
2023-07-26 01:40:46,726 semantic_segmentation INFO: Iters: 83100/150000 || Lr: 0.009670 || Task Loss: 0.2563 || KD Loss: 0.0600|| 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, 14:54:31 || Estimated Time: 1 day, 7:19:24
2023-07-26 01:41:02,753 semantic_segmentation INFO: Iters: 83110/150000 || Lr: 0.009669 || Task Loss: 0.4649 || KD Loss: 0.1054|| 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, 14:54:47 || Estimated Time: 1 day, 7:19:06
2023-07-26 01:41:18,766 semantic_segmentation INFO: Iters: 83120/150000 || Lr: 0.009668 || Task Loss: 0.3421 || KD Loss: 0.0871|| 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, 14:55:03 || Estimated Time: 1 day, 7:18:49
2023-07-26 01:41:34,775 semantic_segmentation INFO: Iters: 83130/150000 || Lr: 0.009666 || Task Loss: 0.3671 || KD Loss: 0.0547|| 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, 14:55:19 || Estimated Time: 1 day, 7:18:31
2023-07-26 01:41:50,804 semantic_segmentation INFO: Iters: 83140/150000 || Lr: 0.009665 || Task Loss: 0.3464 || KD Loss: 0.0629|| 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, 14:55:35 || Estimated Time: 1 day, 7:18:14
2023-07-26 01:42:06,844 semantic_segmentation INFO: Iters: 83150/150000 || Lr: 0.009664 || Task Loss: 0.3520 || KD Loss: 0.0555|| 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, 14:55:51 || Estimated Time: 1 day, 7:17:56
2023-07-26 01:42:22,950 semantic_segmentation INFO: Iters: 83160/150000 || Lr: 0.009662 || Task Loss: 0.5909 || KD Loss: 0.1515|| 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, 14:56:07 || Estimated Time: 1 day, 7:17:39
2023-07-26 01:42:38,945 semantic_segmentation INFO: Iters: 83170/150000 || Lr: 0.009661 || Task Loss: 0.3479 || KD Loss: 0.0486|| 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, 14:56:23 || Estimated Time: 1 day, 7:17:21
2023-07-26 01:42:54,990 semantic_segmentation INFO: Iters: 83180/150000 || Lr: 0.009660 || Task Loss: 0.3996 || KD Loss: 0.0969|| 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, 14:56:39 || Estimated Time: 1 day, 7:17:04
2023-07-26 01:43:11,014 semantic_segmentation INFO: Iters: 83190/150000 || Lr: 0.009659 || Task Loss: 0.2938 || KD Loss: 0.0370|| 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, 14:56:55 || Estimated Time: 1 day, 7:16:46
2023-07-26 01:43:26,957 semantic_segmentation INFO: Iters: 83200/150000 || Lr: 0.009657 || Task Loss: 0.2786 || KD Loss: 0.0643|| 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, 14:57:11 || Estimated Time: 1 day, 7:16:29
2023-07-26 01:43:27,070 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 01:43:27,517 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 01:43:27,547 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.133
2023-07-26 01:43:27,560 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.162
2023-07-26 01:43:27,574 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.162
2023-07-26 01:43:27,586 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.947, mIoU: 0.237
2023-07-26 01:43:27,598 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.275
2023-07-26 01:43:27,612 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.321
2023-07-26 01:43:27,625 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.325
2023-07-26 01:43:27,637 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.347
2023-07-26 01:43:27,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.391
2023-07-26 01:43:27,664 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.454
2023-07-26 01:43:27,679 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.480
2023-07-26 01:43:27,690 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.493
2023-07-26 01:43:27,704 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.480
2023-07-26 01:43:27,717 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.469
2023-07-26 01:43:27,729 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.464
2023-07-26 01:43:27,740 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.456
2023-07-26 01:43:27,752 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.455
2023-07-26 01:43:27,767 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.452
2023-07-26 01:43:27,783 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.497
2023-07-26 01:43:27,798 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.500
2023-07-26 01:43:27,812 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.509
2023-07-26 01:43:27,826 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.544
2023-07-26 01:43:27,841 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.556
2023-07-26 01:43:27,856 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.559
2023-07-26 01:43:27,870 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.556
2023-07-26 01:43:27,884 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.557
2023-07-26 01:43:27,896 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.558
2023-07-26 01:43:27,911 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.546
2023-07-26 01:43:27,925 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.547
2023-07-26 01:43:27,939 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.548
2023-07-26 01:43:27,955 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.548
2023-07-26 01:43:27,970 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.551
2023-07-26 01:43:27,985 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.547
2023-07-26 01:43:28,000 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.587
2023-07-26 01:43:28,016 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.587
2023-07-26 01:43:28,029 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.587
2023-07-26 01:43:28,041 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.630
2023-07-26 01:43:28,058 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.631
2023-07-26 01:43:28,070 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.630
2023-07-26 01:43:28,084 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.658
2023-07-26 01:43:28,098 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.657
2023-07-26 01:43:28,113 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-26 01:43:28,126 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-26 01:43:28,140 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.664
2023-07-26 01:43:28,153 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.666
2023-07-26 01:43:28,166 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.670
2023-07-26 01:43:28,177 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.670
2023-07-26 01:43:28,190 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.670
2023-07-26 01:43:28,205 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.666
2023-07-26 01:43:28,220 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.660
2023-07-26 01:43:28,234 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.660
2023-07-26 01:43:28,246 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.657
2023-07-26 01:43:28,260 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.658
2023-07-26 01:43:28,274 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.660
2023-07-26 01:43:28,286 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-26 01:43:28,300 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-26 01:43:28,316 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.653
2023-07-26 01:43:28,328 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.655
2023-07-26 01:43:28,342 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-26 01:43:28,354 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-26 01:43:28,368 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-26 01:43:28,380 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-26 01:43:28,397 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-26 01:43:28,409 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.694
2023-07-26 01:43:28,423 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-26 01:43:28,437 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-26 01:43:28,450 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-26 01:43:28,464 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-26 01:43:28,478 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-26 01:43:28,492 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 01:43:28,504 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 01:43:28,519 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 01:43:28,533 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 01:43:28,547 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 01:43:28,562 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 01:43:28,576 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 01:43:28,585 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 01:43:28,600 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 01:43:28,616 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 01:43:28,629 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 01:43:28,644 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 01:43:28,659 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 01:43:28,673 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 01:43:28,689 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 01:43:28,703 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 01:43:28,718 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 01:43:28,733 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 01:43:28,747 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 01:43:28,760 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 01:43:28,774 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 01:43:28,790 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 01:43:28,804 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 01:43:28,817 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 01:43:28,831 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 01:43:28,845 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 01:43:28,857 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 01:43:28,869 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 01:43:28,883 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 01:43:28,895 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 01:43:28,908 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 01:43:28,921 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 01:43:28,933 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-26 01:43:28,946 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 01:43:28,960 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 01:43:28,971 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 01:43:28,985 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 01:43:28,999 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 01:43:29,011 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 01:43:29,023 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 01:43:29,035 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 01:43:29,047 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 01:43:29,061 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-26 01:43:29,074 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-26 01:43:29,088 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 01:43:29,100 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 01:43:29,112 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 01:43:29,126 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 01:43:29,138 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 01:43:29,151 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-26 01:43:29,165 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-26 01:43:29,178 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-26 01:43:29,191 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-26 01:43:29,206 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-26 01:43:29,220 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-26 01:43:29,228 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 01:43:29,239 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 01:43:29,255 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.715
2023-07-26 01:43:29,263 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-26 01:43:29,276 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 01:43:29,290 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 01:43:29,304 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 01:43:29,317 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 01:43:29,331 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-26 01:43:29,344 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 01:43:29,356 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-26 01:43:29,370 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 01:43:29,383 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 01:43:29,397 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-26 01:43:29,410 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-26 01:43:29,424 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-26 01:43:29,439 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-26 01:43:29,453 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 01:43:29,468 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 01:43:29,482 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 01:43:29,496 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 01:43:29,511 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 01:43:29,525 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 01:43:29,536 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 01:43:29,550 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 01:43:29,565 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 01:43:29,578 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 01:43:29,591 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 01:43:29,604 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 01:43:29,617 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 01:43:29,631 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 01:43:29,645 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 01:43:29,660 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 01:43:29,674 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 01:43:29,688 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 01:43:29,702 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 01:43:29,716 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 01:43:29,728 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 01:43:29,742 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 01:43:29,754 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 01:43:29,766 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 01:43:29,777 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 01:43:29,792 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 01:43:29,807 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 01:43:29,822 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 01:43:29,836 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 01:43:29,849 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 01:43:29,863 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 01:43:29,877 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 01:43:29,892 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 01:43:29,906 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 01:43:29,918 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 01:43:29,931 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 01:43:29,945 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:43:29,957 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 01:43:29,972 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 01:43:29,985 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 01:43:29,999 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 01:43:30,013 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 01:43:30,814 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.931, mIoU: 0.708
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2023-07-26 01:43:31,011 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.930, mIoU: 0.716
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2023-07-26 01:43:31,344 semantic_segmentation INFO: Sample: 281, Validation pixAcc: 0.930, mIoU: 0.716
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2023-07-26 01:43:31,428 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.928, mIoU: 0.703
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2023-07-26 01:43:32,039 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.930, mIoU: 0.708
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2023-07-26 01:43:32,680 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-26 01:43:32,829 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.928, mIoU: 0.696
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2023-07-26 01:43:32,913 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.927, mIoU: 0.694
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2023-07-26 01:43:32,982 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-26 01:43:33,011 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-26 01:43:33,121 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 01:43:33,134 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 01:43:33,157 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-26 01:43:33,171 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-26 01:43:33,239 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.928, mIoU: 0.694
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2023-07-26 01:43:33,268 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-26 01:43:33,308 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 01:43:33,324 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 01:43:33,614 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:33,629 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.927, mIoU: 0.694
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2023-07-26 01:43:33,668 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.927, mIoU: 0.693
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2023-07-26 01:43:33,977 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.696
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2023-07-26 01:43:34,002 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:34,016 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:34,027 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 01:43:34,041 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.928, mIoU: 0.697
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2023-07-26 01:43:34,067 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.928, mIoU: 0.698
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2023-07-26 01:43:34,094 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.700
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2023-07-26 01:43:34,116 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:34,130 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.701
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2023-07-26 01:43:34,208 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.703
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2023-07-26 01:43:34,244 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:34,257 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.704
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2023-07-26 01:43:34,283 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:34,297 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:34,310 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:34,324 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:34,337 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:34,351 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 01:43:34,366 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 01:43:34,381 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 01:43:34,396 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:34,409 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:34,421 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:34,435 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:34,449 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:34,463 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.929, mIoU: 0.698
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2023-07-26 01:43:34,492 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:34,507 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.928, mIoU: 0.697
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2023-07-26 01:43:34,578 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.928, mIoU: 0.698
2023-07-26 01:43:34,593 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.928, mIoU: 0.700
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2023-07-26 01:43:34,621 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 01:43:34,635 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:34,649 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.928, mIoU: 0.699
2023-07-26 01:43:34,662 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:34,676 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:34,687 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 01:43:34,701 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.929, mIoU: 0.702
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2023-07-26 01:43:34,726 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.929, mIoU: 0.705
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2023-07-26 01:43:34,751 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:34,765 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.929, mIoU: 0.705
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2023-07-26 01:43:35,008 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.929, mIoU: 0.702
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2023-07-26 01:43:35,258 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.928, mIoU: 0.702
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2023-07-26 01:43:35,299 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.928, mIoU: 0.701
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2023-07-26 01:43:35,353 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,366 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,378 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,390 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,404 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,418 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-26 01:43:35,432 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,446 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 01:43:35,460 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,472 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,486 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,500 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 01:43:35,512 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,527 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,542 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,556 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,570 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,584 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,595 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,609 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,623 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,636 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,650 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,664 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,675 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,689 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,703 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,717 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,730 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,744 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,758 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,772 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,786 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,801 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,815 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,830 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,844 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:35,858 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,870 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,885 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:35,900 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,914 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,926 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:35,941 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,953 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,968 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,982 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:35,996 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:36,010 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:36,025 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:36,039 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 01:43:36,053 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,066 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,079 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,093 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 01:43:36,110 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 01:43:36,124 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,139 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,150 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,162 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,177 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,189 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,203 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,215 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,228 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,242 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,257 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,272 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,286 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:36,299 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:36,312 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,325 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,339 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,353 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:36,368 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,383 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,397 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 01:43:36,411 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 01:43:36,424 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,439 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 01:43:36,453 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,466 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,479 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,493 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,508 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,523 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,536 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,549 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,564 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,578 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,590 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.929, mIoU: 0.705
2023-07-26 01:43:36,602 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,610 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,623 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.929, mIoU: 0.706
2023-07-26 01:43:36,638 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 01:43:36,652 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 01:43:36,666 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.929, mIoU: 0.707
2023-07-26 01:43:36,680 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,694 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,709 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,723 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,734 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,748 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,762 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,776 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 01:43:36,790 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,803 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,815 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,828 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,841 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 01:43:36,854 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 01:43:36,866 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 01:43:36,882 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 01:43:36,897 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 01:43:36,916 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 01:43:36,927 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 01:43:36,940 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 01:43:36,953 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 01:43:36,964 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:36,978 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:36,993 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,007 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,022 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,037 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,051 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,064 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,079 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,093 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,109 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,124 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,139 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,153 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,165 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,177 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,189 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,203 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,219 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,231 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,243 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,257 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,270 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,284 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,298 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,312 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,324 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,338 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,350 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,363 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,377 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,390 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,405 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,418 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,432 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,447 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,460 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,472 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,487 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:37,501 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,516 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,531 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:37,542 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,554 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 01:43:37,568 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:37,580 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:37,595 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,611 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 01:43:37,624 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,639 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,651 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,666 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,680 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,693 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,705 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,720 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,734 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 01:43:37,747 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 01:43:37,761 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,775 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,788 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,800 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,814 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,829 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 01:43:37,844 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,857 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,870 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,882 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,898 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,911 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,924 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,938 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:37,952 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:37,964 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:37,980 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:37,995 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:38,011 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,026 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,039 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,051 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,065 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,078 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,090 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 01:43:38,103 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,118 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,131 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,143 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,157 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,172 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,187 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,201 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,213 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,226 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,240 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,254 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,268 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,282 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:38,294 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:38,306 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,316 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,331 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,345 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,358 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,371 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:38,382 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,394 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,408 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,422 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,434 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,448 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,460 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,474 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,487 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,500 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:38,513 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,527 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,541 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,554 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,568 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,582 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,596 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,611 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,625 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,640 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,654 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,668 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,682 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,696 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,709 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,722 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,734 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,750 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,764 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,781 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,794 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,805 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,818 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,833 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,847 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,859 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:38,874 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,887 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,899 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,913 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,929 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,942 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,954 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,964 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 01:43:38,980 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:38,993 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:39,007 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:39,019 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 01:43:39,033 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,047 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 01:43:39,061 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,075 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,087 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,101 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,113 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,127 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,140 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,152 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,167 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,179 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,193 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,208 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,222 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,235 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,249 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,263 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,276 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,291 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,305 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,319 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,333 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,343 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,356 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,368 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,382 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,396 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,411 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 01:43:39,424 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,438 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,452 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,465 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,480 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,495 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:39,507 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:39,522 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:39,537 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,551 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:39,563 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,578 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 01:43:39,592 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,607 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,620 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,635 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,650 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,663 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 01:43:39,677 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,692 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,704 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,718 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,731 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,745 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,759 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,774 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,788 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,802 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,816 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,828 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,840 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:39,854 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,865 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,877 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,891 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,904 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,919 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,934 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,946 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,958 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,973 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,986 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:39,998 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,012 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,024 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,038 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,051 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,067 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,081 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,094 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,103 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,118 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,132 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,144 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,157 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,171 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,186 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,198 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:43:40,212 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:43:40,226 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:43:40,240 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:43:40,254 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,268 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,284 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,299 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,311 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:43:40,325 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:43:40,340 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 01:43:40,353 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:40,365 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,379 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,394 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,408 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,415 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,428 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:40,440 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 01:43:40,452 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:40,463 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:40,477 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:40,491 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:40,506 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:40,517 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,529 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,543 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,553 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,568 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,580 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,595 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,609 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,623 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,637 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,648 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,660 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,675 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,689 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,703 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,718 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,730 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,739 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,750 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,762 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,773 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,787 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,799 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:40,813 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:40,828 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:40,843 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:40,856 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:40,870 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:40,885 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 01:43:40,899 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,914 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,928 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:40,942 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:40,958 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 01:43:40,972 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,985 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:40,997 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:41,011 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:41,023 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:41,038 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 01:43:41,051 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,065 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,079 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,096 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,111 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,124 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,139 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,153 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,167 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,182 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 01:43:41,195 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 01:43:41,207 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 01:43:41,222 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 01:43:41,236 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 01:43:41,250 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:43:41,265 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:43:41,279 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:43:41,293 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 01:43:41,307 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,322 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,334 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,348 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,359 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,371 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,385 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 01:43:41,396 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:41,410 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 01:43:41,424 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 01:43:41,438 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,452 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,468 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,482 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,496 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,508 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,523 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,536 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,550 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,565 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,577 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,591 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,604 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,618 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,632 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,648 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,663 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,678 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,690 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,702 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,716 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 01:43:41,728 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,740 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,755 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,768 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,782 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,794 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 01:43:41,806 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:41,820 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:41,834 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:41,848 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:41,860 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:41,872 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:43:41,886 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:41,900 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:43:41,915 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:43:41,929 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:43:41,943 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 01:43:41,957 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:41,971 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:41,985 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:41,999 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,013 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,027 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,040 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:43:42,052 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,067 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,081 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 01:43:42,095 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:43:42,107 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 01:43:42,121 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,135 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,150 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,162 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,176 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,190 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,204 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,218 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,232 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,246 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,258 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,272 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,287 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,300 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,314 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,326 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 01:43:42,336 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,350 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,364 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,377 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 01:43:42,391 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,405 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,417 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,430 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,444 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,458 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,473 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,488 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,502 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,518 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,532 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,544 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,558 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,572 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,586 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,598 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,610 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,624 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,638 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,652 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,666 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,679 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,694 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:42,707 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,720 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,734 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,749 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,763 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,777 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:42,790 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:42,805 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:42,819 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 01:43:42,834 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,848 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,861 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,876 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,889 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,901 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,913 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,927 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,941 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,955 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,971 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:42,982 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:42,995 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:43,009 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:43,024 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 01:43:43,035 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,049 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,064 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,078 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,091 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,104 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,119 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,131 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,145 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,157 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,169 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,184 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,199 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,213 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,227 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,239 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,253 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,267 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,279 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,293 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,307 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,321 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,335 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,347 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,359 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,373 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,387 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,401 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,413 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,427 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,443 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,456 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,465 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,479 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,494 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,508 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 01:43:43,522 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,535 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 01:43:43,549 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:43,563 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:43,575 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,589 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,603 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,618 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,633 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,647 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,661 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,675 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,689 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,702 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,715 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,730 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,744 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,756 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:43,770 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,781 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,795 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,809 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,823 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,835 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,849 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,864 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,878 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,889 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,902 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,917 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,927 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,941 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,956 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,970 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,983 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:43,996 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:44,011 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:44,024 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:44,038 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:44,051 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,065 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,078 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,091 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 01:43:44,105 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,119 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,133 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 01:43:44,147 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,162 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,175 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,190 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,203 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,217 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,231 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,243 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,255 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,270 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,284 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,299 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,311 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,323 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,338 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 01:43:44,352 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,365 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,377 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,392 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,407 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,422 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,436 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,450 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,465 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,478 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,492 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,507 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,519 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 01:43:44,533 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,547 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,561 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,575 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 01:43:44,588 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,602 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,616 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,629 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,643 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,657 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,671 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,685 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,700 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,714 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,726 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,739 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,754 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:44,769 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,781 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,796 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,811 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,825 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,840 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,854 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,868 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,883 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,895 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,908 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,921 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,934 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,946 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,960 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,973 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,985 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:44,998 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,013 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,023 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,036 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,050 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,064 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,077 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,091 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,103 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,116 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,130 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,141 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,155 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,170 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,185 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,197 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,211 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,225 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,238 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,252 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,263 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,278 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,292 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,305 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,319 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,330 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,344 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 01:43:45,357 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:43:45,371 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:43:45,385 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:43:45,399 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 01:43:45,413 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 01:43:45,427 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 01:43:45,436 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,449 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,461 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,473 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,489 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,503 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,516 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,528 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,540 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,554 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,568 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,582 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,597 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,612 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,625 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,639 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 01:43:45,654 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,667 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,683 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,698 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,711 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,725 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 01:43:45,737 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,752 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,765 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,779 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,793 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,804 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,817 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,829 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 01:43:45,843 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,856 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,867 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,879 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,893 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,906 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,920 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 01:43:45,932 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,945 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,961 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,976 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:45,991 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,006 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,013 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,029 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,041 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,054 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,068 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,083 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 01:43:46,097 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 01:43:46,112 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 01:43:46,127 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 01:43:46,142 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 01:43:46,157 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,169 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,184 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 01:43:46,200 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,214 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,229 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,243 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,259 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,271 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,284 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,298 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,311 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,323 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,336 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,349 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,364 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,378 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:46,393 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 01:43:46,407 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 01:43:46,421 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 01:43:46,436 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 01:43:46,448 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 01:43:46,463 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,475 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,490 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,505 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,519 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,534 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,546 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,561 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,574 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 01:43:46,589 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 01:43:46,602 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,616 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,630 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 01:43:46,644 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,656 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,669 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,682 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,696 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,709 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,723 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,737 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 01:43:46,750 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,763 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,772 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,786 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,799 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,813 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,827 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,841 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,855 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,866 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,875 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,891 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,905 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,919 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,932 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,946 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,960 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,973 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:46,987 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,001 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,014 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,028 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,041 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,055 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,069 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,082 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,094 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,108 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,121 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 01:43:47,135 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:47,150 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:47,161 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:47,174 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:47,189 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 01:43:47,204 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 01:44:03,110 semantic_segmentation INFO: Iters: 83210/150000 || Lr: 0.009656 || Task Loss: 0.5868 || KD Loss: 0.1802|| 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, 14:57:47 || Estimated Time: 1 day, 7:16:27
2023-07-26 01:44:19,098 semantic_segmentation INFO: Iters: 83220/150000 || Lr: 0.009655 || Task Loss: 0.3488 || KD Loss: 0.0802|| 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, 14:58:03 || Estimated Time: 1 day, 7:16:10
2023-07-26 01:44:35,134 semantic_segmentation INFO: Iters: 83230/150000 || Lr: 0.009653 || Task Loss: 0.3580 || KD Loss: 0.0584|| 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, 14:58:19 || Estimated Time: 1 day, 7:15:52
2023-07-26 01:44:51,236 semantic_segmentation INFO: Iters: 83240/150000 || Lr: 0.009652 || Task Loss: 0.3519 || KD Loss: 0.0429|| 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, 14:58:35 || Estimated Time: 1 day, 7:15:35
2023-07-26 01:45:07,289 semantic_segmentation INFO: Iters: 83250/150000 || Lr: 0.009651 || Task Loss: 0.5217 || KD Loss: 0.0911|| 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, 14:58:51 || Estimated Time: 1 day, 7:15:17
2023-07-26 01:45:23,315 semantic_segmentation INFO: Iters: 83260/150000 || Lr: 0.009649 || Task Loss: 0.5086 || KD Loss: 0.0963|| 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, 14:59:07 || Estimated Time: 1 day, 7:15:00
2023-07-26 01:45:39,433 semantic_segmentation INFO: Iters: 83270/150000 || Lr: 0.009648 || Task Loss: 0.4362 || KD Loss: 0.1181|| 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, 14:59:23 || Estimated Time: 1 day, 7:14:42
2023-07-26 01:45:55,522 semantic_segmentation INFO: Iters: 83280/150000 || Lr: 0.009647 || Task Loss: 0.3462 || KD Loss: 0.0644|| 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, 14:59:40 || Estimated Time: 1 day, 7:14:25
2023-07-26 01:46:11,622 semantic_segmentation INFO: Iters: 83290/150000 || Lr: 0.009646 || Task Loss: 0.2983 || KD Loss: 0.0520|| 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, 14:59:56 || Estimated Time: 1 day, 7:14:07
2023-07-26 01:46:27,781 semantic_segmentation INFO: Iters: 83300/150000 || Lr: 0.009644 || Task Loss: 0.3107 || KD Loss: 0.0495|| 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, 15:00:12 || Estimated Time: 1 day, 7:13:50
2023-07-26 01:46:43,841 semantic_segmentation INFO: Iters: 83310/150000 || Lr: 0.009643 || Task Loss: 0.6378 || KD Loss: 0.2807|| 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, 15:00:28 || Estimated Time: 1 day, 7:13:33
2023-07-26 01:46:59,892 semantic_segmentation INFO: Iters: 83320/150000 || Lr: 0.009642 || Task Loss: 0.5129 || KD Loss: 0.0663|| 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: 1 day, 15:00:44 || Estimated Time: 1 day, 7:13:15
2023-07-26 01:47:15,987 semantic_segmentation INFO: Iters: 83330/150000 || Lr: 0.009640 || Task Loss: 0.3803 || KD Loss: 0.0517|| 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, 15:01:00 || Estimated Time: 1 day, 7:12:58
2023-07-26 01:47:32,075 semantic_segmentation INFO: Iters: 83340/150000 || Lr: 0.009639 || Task Loss: 0.5390 || KD Loss: 0.1010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:01:16 || Estimated Time: 1 day, 7:12:40
2023-07-26 01:47:48,060 semantic_segmentation INFO: Iters: 83350/150000 || Lr: 0.009638 || Task Loss: 0.3100 || KD Loss: 0.0605|| 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, 15:01:32 || Estimated Time: 1 day, 7:12:23
2023-07-26 01:48:04,091 semantic_segmentation INFO: Iters: 83360/150000 || Lr: 0.009636 || Task Loss: 0.3482 || KD Loss: 0.0693|| 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, 15:01:48 || Estimated Time: 1 day, 7:12:05
2023-07-26 01:48:20,174 semantic_segmentation INFO: Iters: 83370/150000 || Lr: 0.009635 || Task Loss: 0.2799 || KD Loss: 0.0539|| 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, 15:02:04 || Estimated Time: 1 day, 7:11:48
2023-07-26 01:48:36,287 semantic_segmentation INFO: Iters: 83380/150000 || Lr: 0.009634 || Task Loss: 0.3194 || KD Loss: 0.0670|| 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, 15:02:20 || Estimated Time: 1 day, 7:11:30
2023-07-26 01:48:52,353 semantic_segmentation INFO: Iters: 83390/150000 || Lr: 0.009633 || Task Loss: 0.3842 || KD Loss: 0.0577|| 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, 15:02:36 || Estimated Time: 1 day, 7:11:13
2023-07-26 01:49:08,435 semantic_segmentation INFO: Iters: 83400/150000 || Lr: 0.009631 || Task Loss: 0.2878 || KD Loss: 0.0445|| 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, 15:02:52 || Estimated Time: 1 day, 7:10:55
2023-07-26 01:49:24,534 semantic_segmentation INFO: Iters: 83410/150000 || Lr: 0.009630 || Task Loss: 0.3257 || KD Loss: 0.0545|| 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, 15:03:09 || Estimated Time: 1 day, 7:10:38
2023-07-26 01:49:40,543 semantic_segmentation INFO: Iters: 83420/150000 || Lr: 0.009629 || Task Loss: 0.2989 || KD Loss: 0.0692|| 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, 15:03:25 || Estimated Time: 1 day, 7:10:20
2023-07-26 01:49:56,696 semantic_segmentation INFO: Iters: 83430/150000 || Lr: 0.009627 || Task Loss: 0.3992 || KD Loss: 0.0751|| 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, 15:03:41 || Estimated Time: 1 day, 7:10:03
2023-07-26 01:50:12,708 semantic_segmentation INFO: Iters: 83440/150000 || Lr: 0.009626 || Task Loss: 0.4544 || KD Loss: 0.1156|| 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, 15:03:57 || Estimated Time: 1 day, 7:09:45
2023-07-26 01:50:28,716 semantic_segmentation INFO: Iters: 83450/150000 || Lr: 0.009625 || Task Loss: 0.3618 || KD Loss: 0.0780|| 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, 15:04:13 || Estimated Time: 1 day, 7:09:28
2023-07-26 01:50:44,716 semantic_segmentation INFO: Iters: 83460/150000 || Lr: 0.009623 || Task Loss: 0.3345 || KD Loss: 0.0559|| 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, 15:04:29 || Estimated Time: 1 day, 7:09:10
2023-07-26 01:51:00,754 semantic_segmentation INFO: Iters: 83470/150000 || Lr: 0.009622 || Task Loss: 0.4615 || KD Loss: 0.0682|| 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, 15:04:45 || Estimated Time: 1 day, 7:08:53
2023-07-26 01:51:16,762 semantic_segmentation INFO: Iters: 83480/150000 || Lr: 0.009621 || Task Loss: 0.4829 || KD Loss: 0.0641|| 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, 15:05:01 || Estimated Time: 1 day, 7:08:35
2023-07-26 01:51:32,792 semantic_segmentation INFO: Iters: 83490/150000 || Lr: 0.009619 || Task Loss: 0.4182 || KD Loss: 0.0549|| 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, 15:05:17 || Estimated Time: 1 day, 7:08:18
2023-07-26 01:51:48,843 semantic_segmentation INFO: Iters: 83500/150000 || Lr: 0.009618 || Task Loss: 0.6372 || KD Loss: 0.2089|| 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, 15:05:33 || Estimated Time: 1 day, 7:08:00
2023-07-26 01:52:04,883 semantic_segmentation INFO: Iters: 83510/150000 || Lr: 0.009617 || Task Loss: 0.3539 || KD Loss: 0.0487|| 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, 15:05:49 || Estimated Time: 1 day, 7:07:43
2023-07-26 01:52:22,627 semantic_segmentation INFO: Iters: 83520/150000 || Lr: 0.009616 || Task Loss: 0.3391 || KD Loss: 0.0764|| 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, 15:06:07 || Estimated Time: 1 day, 7:07:26
2023-07-26 01:52:40,212 semantic_segmentation INFO: Iters: 83530/150000 || Lr: 0.009614 || Task Loss: 0.2832 || KD Loss: 0.0672|| 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, 15:06:24 || Estimated Time: 1 day, 7:07:10
2023-07-26 01:52:56,177 semantic_segmentation INFO: Iters: 83540/150000 || Lr: 0.009613 || Task Loss: 0.3430 || KD Loss: 0.0686|| 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, 15:06:40 || Estimated Time: 1 day, 7:06:53
2023-07-26 01:53:12,159 semantic_segmentation INFO: Iters: 83550/150000 || Lr: 0.009612 || Task Loss: 0.3650 || KD Loss: 0.0671|| 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, 15:06:56 || Estimated Time: 1 day, 7:06:35
2023-07-26 01:53:28,187 semantic_segmentation INFO: Iters: 83560/150000 || Lr: 0.009610 || Task Loss: 0.2791 || KD Loss: 0.0555|| 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, 15:07:12 || Estimated Time: 1 day, 7:06:18
2023-07-26 01:53:44,205 semantic_segmentation INFO: Iters: 83570/150000 || Lr: 0.009609 || Task Loss: 0.4060 || KD Loss: 0.0964|| 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, 15:07:28 || Estimated Time: 1 day, 7:06:00
2023-07-26 01:54:00,266 semantic_segmentation INFO: Iters: 83580/150000 || Lr: 0.009608 || Task Loss: 0.3608 || KD Loss: 0.0770|| 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, 15:07:44 || Estimated Time: 1 day, 7:05:43
2023-07-26 01:54:16,292 semantic_segmentation INFO: Iters: 83590/150000 || Lr: 0.009606 || Task Loss: 0.4889 || KD Loss: 0.1749|| 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, 15:08:00 || Estimated Time: 1 day, 7:05:25
2023-07-26 01:54:32,357 semantic_segmentation INFO: Iters: 83600/150000 || Lr: 0.009605 || Task Loss: 0.3575 || KD Loss: 0.0500|| 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, 15:08:16 || Estimated Time: 1 day, 7:05:08
2023-07-26 01:54:48,417 semantic_segmentation INFO: Iters: 83610/150000 || Lr: 0.009604 || Task Loss: 0.4215 || KD Loss: 0.0786|| 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, 15:08:32 || Estimated Time: 1 day, 7:04:50
2023-07-26 01:55:04,535 semantic_segmentation INFO: Iters: 83620/150000 || Lr: 0.009603 || Task Loss: 0.5066 || KD Loss: 0.1423|| 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, 15:08:49 || Estimated Time: 1 day, 7:04:33
2023-07-26 01:55:20,570 semantic_segmentation INFO: Iters: 83630/150000 || Lr: 0.009601 || Task Loss: 0.4914 || KD Loss: 0.1031|| 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, 15:09:05 || Estimated Time: 1 day, 7:04:15
2023-07-26 01:55:36,623 semantic_segmentation INFO: Iters: 83640/150000 || Lr: 0.009600 || Task Loss: 0.5311 || KD Loss: 0.1212|| 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, 15:09:21 || Estimated Time: 1 day, 7:03:58
2023-07-26 01:55:52,622 semantic_segmentation INFO: Iters: 83650/150000 || Lr: 0.009599 || Task Loss: 0.4108 || KD Loss: 0.1244|| 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, 15:09:37 || Estimated Time: 1 day, 7:03:40
2023-07-26 01:56:08,671 semantic_segmentation INFO: Iters: 83660/150000 || Lr: 0.009597 || Task Loss: 0.5341 || KD Loss: 0.1185|| 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, 15:09:53 || Estimated Time: 1 day, 7:03:23
2023-07-26 01:56:24,681 semantic_segmentation INFO: Iters: 83670/150000 || Lr: 0.009596 || Task Loss: 0.8223 || KD Loss: 0.4212|| 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, 15:10:09 || Estimated Time: 1 day, 7:03:05
2023-07-26 01:56:40,645 semantic_segmentation INFO: Iters: 83680/150000 || Lr: 0.009595 || Task Loss: 0.4092 || KD Loss: 0.0908|| 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, 15:10:25 || Estimated Time: 1 day, 7:02:48
2023-07-26 01:56:56,693 semantic_segmentation INFO: Iters: 83690/150000 || Lr: 0.009593 || Task Loss: 0.5619 || KD Loss: 0.1252|| 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, 15:10:41 || Estimated Time: 1 day, 7:02:30
2023-07-26 01:57:12,759 semantic_segmentation INFO: Iters: 83700/150000 || Lr: 0.009592 || Task Loss: 0.3622 || KD Loss: 0.0876|| 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, 15:10:57 || Estimated Time: 1 day, 7:02:13
2023-07-26 01:57:28,727 semantic_segmentation INFO: Iters: 83710/150000 || Lr: 0.009591 || Task Loss: 0.4465 || KD Loss: 0.1101|| 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, 15:11:13 || Estimated Time: 1 day, 7:01:55
2023-07-26 01:57:44,784 semantic_segmentation INFO: Iters: 83720/150000 || Lr: 0.009590 || Task Loss: 0.3644 || KD Loss: 0.0886|| 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, 15:11:29 || Estimated Time: 1 day, 7:01:38
2023-07-26 01:58:00,729 semantic_segmentation INFO: Iters: 83730/150000 || Lr: 0.009588 || Task Loss: 0.3970 || KD Loss: 0.1055|| 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, 15:11:45 || Estimated Time: 1 day, 7:01:20
2023-07-26 01:58:16,774 semantic_segmentation INFO: Iters: 83740/150000 || Lr: 0.009587 || Task Loss: 0.3043 || KD Loss: 0.0697|| 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, 15:12:01 || Estimated Time: 1 day, 7:01:03
2023-07-26 01:58:32,768 semantic_segmentation INFO: Iters: 83750/150000 || Lr: 0.009586 || Task Loss: 0.4256 || KD Loss: 0.1119|| 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, 15:12:17 || Estimated Time: 1 day, 7:00:45
2023-07-26 01:58:48,852 semantic_segmentation INFO: Iters: 83760/150000 || Lr: 0.009584 || Task Loss: 0.2417 || KD Loss: 0.0362|| 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, 15:12:33 || Estimated Time: 1 day, 7:00:28
2023-07-26 01:59:04,859 semantic_segmentation INFO: Iters: 83770/150000 || Lr: 0.009583 || Task Loss: 0.4611 || KD Loss: 0.0990|| 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, 15:12:49 || Estimated Time: 1 day, 7:00:10
2023-07-26 01:59:20,847 semantic_segmentation INFO: Iters: 83780/150000 || Lr: 0.009582 || Task Loss: 0.3857 || KD Loss: 0.1119|| 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, 15:13:05 || Estimated Time: 1 day, 6:59:52
2023-07-26 01:59:36,816 semantic_segmentation INFO: Iters: 83790/150000 || Lr: 0.009580 || Task Loss: 0.3091 || KD Loss: 0.0586|| 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, 15:13:21 || Estimated Time: 1 day, 6:59:35
2023-07-26 01:59:52,795 semantic_segmentation INFO: Iters: 83800/150000 || Lr: 0.009579 || Task Loss: 0.2916 || KD Loss: 0.0474|| 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, 15:13:37 || Estimated Time: 1 day, 6:59:17
2023-07-26 02:00:08,816 semantic_segmentation INFO: Iters: 83810/150000 || Lr: 0.009578 || Task Loss: 0.2785 || KD Loss: 0.0673|| 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, 15:13:53 || Estimated Time: 1 day, 6:59:00
2023-07-26 02:00:24,800 semantic_segmentation INFO: Iters: 83820/150000 || Lr: 0.009577 || Task Loss: 0.3501 || KD Loss: 0.1053|| 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, 15:14:09 || Estimated Time: 1 day, 6:58:42
2023-07-26 02:00:40,825 semantic_segmentation INFO: Iters: 83830/150000 || Lr: 0.009575 || Task Loss: 0.4265 || KD Loss: 0.0791|| 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, 15:14:25 || Estimated Time: 1 day, 6:58:25
2023-07-26 02:00:56,998 semantic_segmentation INFO: Iters: 83840/150000 || Lr: 0.009574 || Task Loss: 0.3106 || KD Loss: 0.0699|| 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, 15:14:41 || Estimated Time: 1 day, 6:58:07
2023-07-26 02:01:13,044 semantic_segmentation INFO: Iters: 83850/150000 || Lr: 0.009573 || Task Loss: 0.5365 || KD Loss: 0.1162|| 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, 15:14:57 || Estimated Time: 1 day, 6:57:50
2023-07-26 02:01:29,100 semantic_segmentation INFO: Iters: 83860/150000 || Lr: 0.009571 || Task Loss: 0.3938 || KD Loss: 0.0859|| 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, 15:15:13 || Estimated Time: 1 day, 6:57:32
2023-07-26 02:01:45,158 semantic_segmentation INFO: Iters: 83870/150000 || Lr: 0.009570 || Task Loss: 0.5751 || KD Loss: 0.2084|| 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, 15:15:29 || Estimated Time: 1 day, 6:57:15
2023-07-26 02:02:01,229 semantic_segmentation INFO: Iters: 83880/150000 || Lr: 0.009569 || Task Loss: 0.2929 || KD Loss: 0.0680|| 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, 15:15:45 || Estimated Time: 1 day, 6:56:58
2023-07-26 02:02:17,266 semantic_segmentation INFO: Iters: 83890/150000 || Lr: 0.009567 || Task Loss: 0.4374 || KD Loss: 0.0989|| 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, 15:16:01 || Estimated Time: 1 day, 6:56:40
2023-07-26 02:02:33,309 semantic_segmentation INFO: Iters: 83900/150000 || Lr: 0.009566 || Task Loss: 0.3964 || KD Loss: 0.0882|| 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, 15:16:17 || Estimated Time: 1 day, 6:56:23
2023-07-26 02:02:49,327 semantic_segmentation INFO: Iters: 83910/150000 || Lr: 0.009565 || Task Loss: 0.5161 || KD Loss: 0.0980|| 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, 15:16:33 || Estimated Time: 1 day, 6:56:05
2023-07-26 02:03:05,355 semantic_segmentation INFO: Iters: 83920/150000 || Lr: 0.009563 || Task Loss: 0.7923 || KD Loss: 0.1974|| 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, 15:16:49 || Estimated Time: 1 day, 6:55:48
2023-07-26 02:03:21,421 semantic_segmentation INFO: Iters: 83930/150000 || Lr: 0.009562 || Task Loss: 0.3602 || KD Loss: 0.1309|| 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, 15:17:05 || Estimated Time: 1 day, 6:55:30
2023-07-26 02:03:37,482 semantic_segmentation INFO: Iters: 83940/150000 || Lr: 0.009561 || Task Loss: 0.6005 || KD Loss: 0.1900|| 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, 15:17:21 || Estimated Time: 1 day, 6:55:13
2023-07-26 02:03:53,469 semantic_segmentation INFO: Iters: 83950/150000 || Lr: 0.009560 || Task Loss: 0.4399 || KD Loss: 0.0896|| 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, 15:17:37 || Estimated Time: 1 day, 6:54:55
2023-07-26 02:04:09,539 semantic_segmentation INFO: Iters: 83960/150000 || Lr: 0.009558 || Task Loss: 0.4448 || KD Loss: 0.0952|| 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, 15:17:54 || Estimated Time: 1 day, 6:54:38
2023-07-26 02:04:25,557 semantic_segmentation INFO: Iters: 83970/150000 || Lr: 0.009557 || Task Loss: 0.6538 || KD Loss: 0.2470|| 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, 15:18:10 || Estimated Time: 1 day, 6:54:20
2023-07-26 02:04:41,616 semantic_segmentation INFO: Iters: 83980/150000 || Lr: 0.009556 || Task Loss: 0.4114 || KD Loss: 0.0875|| 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, 15:18:26 || Estimated Time: 1 day, 6:54:03
2023-07-26 02:04:57,660 semantic_segmentation INFO: Iters: 83990/150000 || Lr: 0.009554 || Task Loss: 0.4585 || KD Loss: 0.0906|| 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, 15:18:42 || Estimated Time: 1 day, 6:53:45
2023-07-26 02:05:13,653 semantic_segmentation INFO: Iters: 84000/150000 || Lr: 0.009553 || Task Loss: 0.4690 || KD Loss: 0.0720|| 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, 15:18:58 || Estimated Time: 1 day, 6:53:28
2023-07-26 02:05:13,765 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:05:14,220 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.089
2023-07-26 02:05:14,232 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.134
2023-07-26 02:05:14,244 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.169
2023-07-26 02:05:14,258 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.168
2023-07-26 02:05:14,270 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.234
2023-07-26 02:05:14,283 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.276
2023-07-26 02:05:14,296 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.322
2023-07-26 02:05:14,310 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.327
2023-07-26 02:05:14,322 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.363
2023-07-26 02:05:14,335 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.406
2023-07-26 02:05:14,349 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.468
2023-07-26 02:05:14,363 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.511
2023-07-26 02:05:14,375 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.462
2023-07-26 02:05:14,389 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.444
2023-07-26 02:05:14,403 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.442
2023-07-26 02:05:14,415 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.438
2023-07-26 02:05:14,426 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.425
2023-07-26 02:05:14,438 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.424
2023-07-26 02:05:14,452 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.417
2023-07-26 02:05:14,467 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.460
2023-07-26 02:05:14,481 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.467
2023-07-26 02:05:14,495 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.473
2023-07-26 02:05:14,509 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.508
2023-07-26 02:05:14,524 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.512
2023-07-26 02:05:14,539 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.512
2023-07-26 02:05:14,553 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.501
2023-07-26 02:05:14,568 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.506
2023-07-26 02:05:14,579 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.507
2023-07-26 02:05:14,594 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.495
2023-07-26 02:05:14,609 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.496
2023-07-26 02:05:14,622 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.499
2023-07-26 02:05:14,637 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.497
2023-07-26 02:05:14,652 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.505
2023-07-26 02:05:14,666 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.500
2023-07-26 02:05:14,681 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.529
2023-07-26 02:05:14,695 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.529
2023-07-26 02:05:14,709 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.527
2023-07-26 02:05:14,722 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.572
2023-07-26 02:05:14,738 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.555
2023-07-26 02:05:14,750 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.555
2023-07-26 02:05:14,763 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.583
2023-07-26 02:05:14,777 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.582
2023-07-26 02:05:14,790 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.570
2023-07-26 02:05:14,803 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.571
2023-07-26 02:05:14,817 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-26 02:05:14,831 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-26 02:05:14,844 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.586
2023-07-26 02:05:14,855 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.587
2023-07-26 02:05:14,869 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.588
2023-07-26 02:05:14,884 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.586
2023-07-26 02:05:14,899 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.585
2023-07-26 02:05:14,913 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.585
2023-07-26 02:05:14,925 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.582
2023-07-26 02:05:14,940 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.576
2023-07-26 02:05:14,954 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.581
2023-07-26 02:05:14,967 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-26 02:05:14,981 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.919, mIoU: 0.577
2023-07-26 02:05:14,998 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.576
2023-07-26 02:05:15,010 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.578
2023-07-26 02:05:15,025 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.613
2023-07-26 02:05:15,037 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.919, mIoU: 0.610
2023-07-26 02:05:15,052 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.609
2023-07-26 02:05:15,064 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.608
2023-07-26 02:05:15,082 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.613
2023-07-26 02:05:15,095 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.923, mIoU: 0.613
2023-07-26 02:05:15,110 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.613
2023-07-26 02:05:15,124 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.924, mIoU: 0.613
2023-07-26 02:05:15,137 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.923, mIoU: 0.645
2023-07-26 02:05:15,152 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.924, mIoU: 0.646
2023-07-26 02:05:15,166 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.634
2023-07-26 02:05:15,181 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.652
2023-07-26 02:05:15,194 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 02:05:15,209 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 02:05:15,224 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.652
2023-07-26 02:05:15,238 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.654
2023-07-26 02:05:15,252 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-26 02:05:15,266 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.916, mIoU: 0.651
2023-07-26 02:05:15,275 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.915, mIoU: 0.649
2023-07-26 02:05:15,290 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.915, mIoU: 0.653
2023-07-26 02:05:15,305 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.912, mIoU: 0.650
2023-07-26 02:05:15,317 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.906, mIoU: 0.628
2023-07-26 02:05:15,332 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.631
2023-07-26 02:05:15,346 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-26 02:05:15,360 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.901, mIoU: 0.626
2023-07-26 02:05:15,375 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.624
2023-07-26 02:05:15,389 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.627
2023-07-26 02:05:15,404 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:15,418 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-26 02:05:15,432 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.901, mIoU: 0.619
2023-07-26 02:05:15,445 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.901, mIoU: 0.619
2023-07-26 02:05:15,459 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-26 02:05:15,474 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.902, mIoU: 0.615
2023-07-26 02:05:15,489 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.897, mIoU: 0.616
2023-07-26 02:05:15,503 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.898, mIoU: 0.631
2023-07-26 02:05:15,517 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.897, mIoU: 0.630
2023-07-26 02:05:15,532 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.898, mIoU: 0.629
2023-07-26 02:05:15,544 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.899, mIoU: 0.629
2023-07-26 02:05:15,557 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-26 02:05:15,571 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.900, mIoU: 0.630
2023-07-26 02:05:15,584 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.901, mIoU: 0.634
2023-07-26 02:05:15,598 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-26 02:05:15,612 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.901, mIoU: 0.631
2023-07-26 02:05:15,624 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.902, mIoU: 0.632
2023-07-26 02:05:15,638 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.900, mIoU: 0.631
2023-07-26 02:05:15,652 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.900, mIoU: 0.633
2023-07-26 02:05:15,664 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.901, mIoU: 0.635
2023-07-26 02:05:15,678 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.900, mIoU: 0.635
2023-07-26 02:05:15,692 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.900, mIoU: 0.635
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2023-07-26 02:05:21,111 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.902, mIoU: 0.616
2023-07-26 02:05:21,126 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-26 02:05:21,139 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-26 02:05:21,151 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.901, mIoU: 0.614
2023-07-26 02:05:21,165 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.900, mIoU: 0.614
2023-07-26 02:05:21,179 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 02:05:21,193 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-26 02:05:21,207 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.901, mIoU: 0.613
2023-07-26 02:05:21,223 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.901, mIoU: 0.616
2023-07-26 02:05:21,237 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.901, mIoU: 0.615
2023-07-26 02:05:21,251 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.900, mIoU: 0.611
2023-07-26 02:05:21,263 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.900, mIoU: 0.611
2023-07-26 02:05:21,277 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.900, mIoU: 0.611
2023-07-26 02:05:21,291 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 02:05:21,305 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.900, mIoU: 0.612
2023-07-26 02:05:21,319 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 02:05:21,334 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 02:05:21,346 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.900, mIoU: 0.614
2023-07-26 02:05:21,361 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.900, mIoU: 0.614
2023-07-26 02:05:21,375 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.900, mIoU: 0.613
2023-07-26 02:05:21,388 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.900, mIoU: 0.617
2023-07-26 02:05:21,403 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.901, mIoU: 0.618
2023-07-26 02:05:21,415 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.901, mIoU: 0.620
2023-07-26 02:05:21,429 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.901, mIoU: 0.620
2023-07-26 02:05:21,442 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.900, mIoU: 0.620
2023-07-26 02:05:21,453 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 02:05:21,465 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:21,479 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,494 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:21,508 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,522 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,530 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,544 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,559 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,573 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,587 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:21,601 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,613 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,625 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,639 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,653 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,667 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,679 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,691 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,705 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:21,719 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:21,734 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,747 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,761 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:21,777 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:21,792 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:21,806 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:21,822 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:21,836 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.901, mIoU: 0.624
2023-07-26 02:05:21,848 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.901, mIoU: 0.624
2023-07-26 02:05:21,863 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,877 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,891 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,905 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:21,917 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,932 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,946 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,962 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:21,972 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:21,986 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,001 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,013 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,027 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,039 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,053 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,068 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,082 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,094 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,106 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 02:05:22,118 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 02:05:22,133 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,147 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,162 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 02:05:22,176 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.900, mIoU: 0.621
2023-07-26 02:05:22,191 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,204 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,218 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,234 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,246 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,261 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,275 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,289 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,304 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,318 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,329 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,342 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,356 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,369 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,383 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,397 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.901, mIoU: 0.621
2023-07-26 02:05:22,408 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.902, mIoU: 0.621
2023-07-26 02:05:22,422 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.902, mIoU: 0.621
2023-07-26 02:05:22,435 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:22,449 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:22,461 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:22,475 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:22,488 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.902, mIoU: 0.622
2023-07-26 02:05:22,502 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,515 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,530 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:22,544 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:22,558 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:22,572 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.902, mIoU: 0.624
2023-07-26 02:05:22,585 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.903, mIoU: 0.625
2023-07-26 02:05:22,597 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.903, mIoU: 0.624
2023-07-26 02:05:22,611 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.901, mIoU: 0.622
2023-07-26 02:05:22,626 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,640 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.901, mIoU: 0.623
2023-07-26 02:05:22,652 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,666 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,678 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,693 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,707 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,722 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,736 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,750 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.902, mIoU: 0.623
2023-07-26 02:05:22,764 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-26 02:05:22,778 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-26 02:05:22,791 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:22,806 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:22,822 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.902, mIoU: 0.628
2023-07-26 02:05:22,839 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.902, mIoU: 0.628
2023-07-26 02:05:22,854 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:22,868 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:22,878 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:22,890 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.902, mIoU: 0.626
2023-07-26 02:05:22,905 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.902, mIoU: 0.626
2023-07-26 02:05:22,917 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-26 02:05:22,931 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.902, mIoU: 0.625
2023-07-26 02:05:22,944 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.902, mIoU: 0.626
2023-07-26 02:05:22,957 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.902, mIoU: 0.626
2023-07-26 02:05:22,971 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.902, mIoU: 0.626
2023-07-26 02:05:22,987 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-26 02:05:23,001 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.903, mIoU: 0.626
2023-07-26 02:05:23,016 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,028 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,042 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-26 02:05:23,054 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-26 02:05:23,068 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,082 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-26 02:05:23,096 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,110 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,124 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.902, mIoU: 0.627
2023-07-26 02:05:23,138 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.903, mIoU: 0.627
2023-07-26 02:05:23,151 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,165 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.903, mIoU: 0.628
2023-07-26 02:05:23,179 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-26 02:05:23,192 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-26 02:05:23,204 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-26 02:05:23,218 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.903, mIoU: 0.630
2023-07-26 02:05:23,233 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-26 02:05:23,248 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.903, mIoU: 0.629
2023-07-26 02:05:23,260 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.903, mIoU: 0.630
2023-07-26 02:05:23,274 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.903, mIoU: 0.630
2023-07-26 02:05:23,289 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.903, mIoU: 0.631
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2023-07-26 02:05:23,366 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.904, mIoU: 0.632
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2023-07-26 02:05:23,716 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.906, mIoU: 0.636
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2023-07-26 02:05:23,758 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.906, mIoU: 0.635
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2023-07-26 02:05:23,799 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-26 02:05:23,814 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-26 02:05:23,832 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.906, mIoU: 0.635
2023-07-26 02:05:23,847 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.906, mIoU: 0.636
2023-07-26 02:05:23,861 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,876 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,889 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,901 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,914 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,929 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,944 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,957 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:23,969 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:23,983 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:23,996 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,010 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,024 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,038 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,050 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.906, mIoU: 0.638
2023-07-26 02:05:24,064 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:24,076 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:24,089 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.906, mIoU: 0.636
2023-07-26 02:05:24,103 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.906, mIoU: 0.637
2023-07-26 02:05:24,116 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,131 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,143 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,158 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,173 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:24,185 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,198 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,214 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,229 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,244 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,258 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:24,270 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:24,283 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:24,296 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:24,309 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:24,323 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:24,340 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:24,353 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,367 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,380 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,394 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,408 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,420 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:24,432 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:24,446 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:24,460 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:24,473 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:24,486 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:24,500 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:24,513 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:24,525 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:24,539 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:24,553 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:24,569 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,581 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,595 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,608 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,624 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,636 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,649 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,664 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:24,679 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,691 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,706 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,722 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,737 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.908, mIoU: 0.643
2023-07-26 02:05:24,753 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,765 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:24,777 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:24,791 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:24,803 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:24,815 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:24,829 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:24,844 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,857 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,869 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,882 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,896 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,910 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,924 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,937 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:24,949 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:24,963 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:24,977 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:24,991 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-26 02:05:25,004 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-26 02:05:25,017 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:25,029 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:25,041 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:25,055 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:25,070 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:25,084 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:25,098 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.909, mIoU: 0.645
2023-07-26 02:05:25,108 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:25,122 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:25,136 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:25,150 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,162 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,177 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,189 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,204 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,218 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,233 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,245 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:25,260 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:25,274 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:25,287 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,302 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,317 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,332 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,346 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,361 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:25,375 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,390 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:25,403 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:25,416 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-26 02:05:25,430 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,442 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,454 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,466 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,481 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,493 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,508 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,522 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,532 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,545 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,560 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,574 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,586 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,600 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,613 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,625 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,638 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,652 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,666 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-26 02:05:25,678 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,688 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,704 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-26 02:05:25,718 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:25,732 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-26 02:05:25,744 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.908, mIoU: 0.636
2023-07-26 02:05:25,758 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.909, mIoU: 0.636
2023-07-26 02:05:25,771 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,785 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,799 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.909, mIoU: 0.637
2023-07-26 02:05:25,811 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,825 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,838 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,855 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,869 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.909, mIoU: 0.638
2023-07-26 02:05:25,882 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-26 02:05:25,897 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:25,909 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,924 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,938 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,953 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,966 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,980 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:25,995 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,008 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,023 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,037 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,052 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,067 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-26 02:05:26,076 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,090 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,102 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,117 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,131 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,146 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,158 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,173 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,187 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,201 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,217 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,232 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,244 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,259 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,273 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,287 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,299 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,313 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,327 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,342 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,354 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,368 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,382 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,394 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:26,407 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:26,421 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,434 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,447 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,460 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,473 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,488 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:26,502 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:26,516 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,531 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,545 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,557 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,570 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:26,584 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,597 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,609 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,624 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:26,638 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,652 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,667 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,680 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,693 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,709 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,724 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,736 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:26,751 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,764 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,779 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,792 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,808 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,822 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,836 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,845 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,860 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,876 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,888 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,902 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:26,917 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:26,931 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:26,943 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:26,957 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:26,971 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:26,986 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:27,000 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 02:05:27,014 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:27,030 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:27,045 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:27,057 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 02:05:27,071 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 02:05:27,085 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.911, mIoU: 0.639
2023-07-26 02:05:27,099 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.910, mIoU: 0.639
2023-07-26 02:05:27,111 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:27,125 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:27,140 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:27,154 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:27,160 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:27,173 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:27,185 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.911, mIoU: 0.640
2023-07-26 02:05:27,197 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,208 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,223 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,237 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,251 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,262 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,275 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,289 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,300 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,315 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,327 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:27,342 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,356 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,371 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,385 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,396 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,409 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,423 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,437 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,451 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.911, mIoU: 0.641
2023-07-26 02:05:27,465 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,477 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,487 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,498 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,510 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,521 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,535 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:27,547 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,561 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.910, mIoU: 0.640
2023-07-26 02:05:27,575 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,590 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:27,603 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,617 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,631 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,645 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,659 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,673 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,687 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,701 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,717 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:27,729 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:27,741 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:27,756 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:27,768 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:27,783 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,795 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,810 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,824 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:27,840 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,855 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,868 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,884 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,900 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,914 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,928 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,941 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:27,953 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:27,968 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-26 02:05:27,982 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-26 02:05:27,997 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-26 02:05:28,011 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 02:05:28,026 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 02:05:28,041 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.912, mIoU: 0.644
2023-07-26 02:05:28,055 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-26 02:05:28,069 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.912, mIoU: 0.645
2023-07-26 02:05:28,081 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,095 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,105 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,117 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,131 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,142 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,156 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,169 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,183 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,197 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,212 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,226 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,239 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,251 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,265 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,278 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,292 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,307 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,320 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,335 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,348 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,362 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,377 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,392 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,407 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,421 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,434 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,446 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,461 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,474 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,487 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.911, mIoU: 0.642
2023-07-26 02:05:28,501 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,515 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,529 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,541 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,554 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,568 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,583 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,597 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,609 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,622 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,636 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:28,650 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,664 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,678 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.911, mIoU: 0.643
2023-07-26 02:05:28,692 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:28,707 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:28,721 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:28,736 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:28,750 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:28,765 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:28,778 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,792 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,805 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,820 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,834 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,849 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.911, mIoU: 0.645
2023-07-26 02:05:28,861 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:28,876 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:28,890 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:28,907 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:28,920 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:28,934 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:28,948 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:28,962 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-26 02:05:28,976 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:28,990 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,005 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,017 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,031 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,047 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.910, mIoU: 0.646
2023-07-26 02:05:29,060 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:29,076 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:29,089 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:29,098 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,112 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:29,127 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.911, mIoU: 0.646
2023-07-26 02:05:29,140 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,154 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,169 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,182 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:29,194 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:29,209 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:29,224 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,238 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,255 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,268 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,285 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,299 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,311 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,325 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,339 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,352 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,364 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,376 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,390 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,404 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,418 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.910, mIoU: 0.644
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2023-07-26 02:05:29,471 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,483 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,497 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,512 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,526 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,541 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.910, mIoU: 0.645
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2023-07-26 02:05:29,568 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,582 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,596 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,611 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,623 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,638 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.910, mIoU: 0.645
2023-07-26 02:05:29,651 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.910, mIoU: 0.644
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2023-07-26 02:05:29,733 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,743 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,755 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,770 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,785 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,797 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.910, mIoU: 0.644
2023-07-26 02:05:29,811 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.911, mIoU: 0.644
2023-07-26 02:05:29,826 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,839 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.910, mIoU: 0.644
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2023-07-26 02:05:29,865 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,879 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,891 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,905 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,919 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,931 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.910, mIoU: 0.643
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2023-07-26 02:05:29,974 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:29,989 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:30,001 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.910, mIoU: 0.643
2023-07-26 02:05:30,016 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,031 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.910, mIoU: 0.641
2023-07-26 02:05:30,043 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.909, mIoU: 0.639
2023-07-26 02:05:30,057 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:30,072 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:30,086 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:30,100 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,112 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,125 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:30,139 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.909, mIoU: 0.640
2023-07-26 02:05:30,153 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,166 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,178 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,192 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,208 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.909, mIoU: 0.641
2023-07-26 02:05:30,221 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:30,231 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.909, mIoU: 0.642
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2023-07-26 02:05:30,260 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:30,273 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.910, mIoU: 0.642
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2023-07-26 02:05:30,299 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.910, mIoU: 0.642
2023-07-26 02:05:30,313 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.909, mIoU: 0.642
2023-07-26 02:05:30,327 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.909, mIoU: 0.642
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2023-07-26 02:05:30,368 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,382 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,396 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,411 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,425 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,438 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,452 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,465 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,478 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,493 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,508 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,520 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,535 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,546 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,560 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,575 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,589 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,601 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,616 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,632 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,646 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,657 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,671 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,685 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,696 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,710 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,725 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,739 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,751 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,763 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,777 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,790 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,804 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.909, mIoU: 0.644
2023-07-26 02:05:30,816 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,831 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,843 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,855 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,869 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.909, mIoU: 0.643
2023-07-26 02:05:30,883 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:30,897 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.908, mIoU: 0.642
2023-07-26 02:05:30,911 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,927 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,940 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,954 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,968 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,983 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:30,997 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.908, mIoU: 0.641
2023-07-26 02:05:31,009 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,022 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,037 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,051 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,066 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,079 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,091 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,106 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.908, mIoU: 0.640
2023-07-26 02:05:31,120 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,132 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,145 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,159 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,173 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,187 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,200 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,215 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,230 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,242 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,255 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,269 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,281 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,295 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,309 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:31,322 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,336 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,350 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:31,364 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:31,378 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:31,392 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:31,406 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:31,420 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,435 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,449 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,464 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,478 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,490 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,503 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,517 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,532 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,545 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,559 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,573 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,587 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,601 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,615 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,630 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,644 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,657 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,669 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:31,682 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,694 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,707 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,722 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,736 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,749 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,761 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,775 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,786 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,799 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,814 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,829 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,843 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,857 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,870 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,884 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:31,898 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,910 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,926 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,942 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,957 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,970 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,984 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:31,999 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,012 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,027 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,039 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,053 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,067 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,081 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,095 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,107 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,121 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:32,135 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,150 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,164 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,178 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,192 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,207 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,217 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,230 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,243 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,255 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,271 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,285 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,298 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:32,310 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:32,322 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:32,334 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:32,348 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.908, mIoU: 0.637
2023-07-26 02:05:32,362 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,376 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,391 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,403 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,418 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,432 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,445 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,459 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,474 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,486 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,500 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,511 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,526 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,541 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,555 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,569 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,581 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,593 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,606 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,620 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,633 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:32,646 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,658 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,671 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,685 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,699 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,711 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,726 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,742 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.908, mIoU: 0.638
2023-07-26 02:05:32,756 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,770 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.908, mIoU: 0.639
2023-07-26 02:05:32,784 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,791 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,805 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,817 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,829 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,843 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,857 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,870 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,884 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,899 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,913 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,927 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,940 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:32,955 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,971 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,985 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:32,999 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,014 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,030 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:33,042 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:33,056 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:33,071 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.907, mIoU: 0.638
2023-07-26 02:05:33,085 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,097 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,110 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,124 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,139 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,153 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,167 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,181 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,195 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,209 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,222 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,237 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,249 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-26 02:05:33,263 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-26 02:05:33,278 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-26 02:05:33,292 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,306 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.907, mIoU: 0.634
2023-07-26 02:05:33,318 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,332 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,346 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,361 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,375 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,389 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,403 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,417 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,430 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,444 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,457 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,472 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,486 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,500 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,515 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,529 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,542 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,551 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,566 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,578 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,592 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,606 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,620 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,634 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,644 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,653 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,669 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,683 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,697 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,709 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,723 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,738 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,750 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,764 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.907, mIoU: 0.635
2023-07-26 02:05:33,778 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,791 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,805 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,817 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,831 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,846 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,860 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,872 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,886 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.907, mIoU: 0.636
2023-07-26 02:05:33,901 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,915 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,930 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,942 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,956 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,971 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.907, mIoU: 0.637
2023-07-26 02:05:33,990 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.907, mIoU: 0.639
2023-07-26 02:05:50,018 semantic_segmentation INFO: Iters: 84010/150000 || Lr: 0.009552 || Task Loss: 0.4847 || KD Loss: 0.1215|| 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, 15:19:34 || Estimated Time: 1 day, 6:53:26
2023-07-26 02:06:05,971 semantic_segmentation INFO: Iters: 84020/150000 || Lr: 0.009550 || Task Loss: 0.4429 || KD Loss: 0.0769|| 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, 15:19:50 || Estimated Time: 1 day, 6:53:09
2023-07-26 02:06:21,964 semantic_segmentation INFO: Iters: 84030/150000 || Lr: 0.009549 || Task Loss: 0.5532 || KD Loss: 0.1439|| 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, 15:20:06 || Estimated Time: 1 day, 6:52:51
2023-07-26 02:06:38,038 semantic_segmentation INFO: Iters: 84040/150000 || Lr: 0.009548 || Task Loss: 0.3325 || KD Loss: 0.0802|| 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, 15:20:22 || Estimated Time: 1 day, 6:52:34
2023-07-26 02:06:54,090 semantic_segmentation INFO: Iters: 84050/150000 || Lr: 0.009547 || Task Loss: 0.3985 || KD Loss: 0.0730|| 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, 15:20:38 || Estimated Time: 1 day, 6:52:16
2023-07-26 02:07:10,172 semantic_segmentation INFO: Iters: 84060/150000 || Lr: 0.009545 || Task Loss: 0.3770 || KD Loss: 0.0901|| 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, 15:20:54 || Estimated Time: 1 day, 6:51:59
2023-07-26 02:07:26,200 semantic_segmentation INFO: Iters: 84070/150000 || Lr: 0.009544 || Task Loss: 0.4172 || KD Loss: 0.0665|| 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, 15:21:10 || Estimated Time: 1 day, 6:51:41
2023-07-26 02:07:42,227 semantic_segmentation INFO: Iters: 84080/150000 || Lr: 0.009543 || Task Loss: 0.5219 || KD Loss: 0.0717|| 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, 15:21:26 || Estimated Time: 1 day, 6:51:24
2023-07-26 02:07:58,292 semantic_segmentation INFO: Iters: 84090/150000 || Lr: 0.009541 || Task Loss: 0.4165 || KD Loss: 0.0755|| 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, 15:21:42 || Estimated Time: 1 day, 6:51:06
2023-07-26 02:08:14,350 semantic_segmentation INFO: Iters: 84100/150000 || Lr: 0.009540 || Task Loss: 0.3597 || KD Loss: 0.0783|| 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, 15:21:58 || Estimated Time: 1 day, 6:50:49
2023-07-26 02:08:30,429 semantic_segmentation INFO: Iters: 84110/150000 || Lr: 0.009539 || Task Loss: 0.4251 || KD Loss: 0.1245|| 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, 15:22:14 || Estimated Time: 1 day, 6:50:31
2023-07-26 02:08:46,480 semantic_segmentation INFO: Iters: 84120/150000 || Lr: 0.009537 || Task Loss: 0.4988 || KD Loss: 0.1116|| 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, 15:22:30 || Estimated Time: 1 day, 6:50:14
2023-07-26 02:09:02,552 semantic_segmentation INFO: Iters: 84130/150000 || Lr: 0.009536 || Task Loss: 0.3874 || KD Loss: 0.0529|| 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, 15:22:47 || Estimated Time: 1 day, 6:49:56
2023-07-26 02:09:18,592 semantic_segmentation INFO: Iters: 84140/150000 || Lr: 0.009535 || Task Loss: 0.5048 || KD Loss: 0.1027|| 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, 15:23:03 || Estimated Time: 1 day, 6:49:39
2023-07-26 02:09:34,692 semantic_segmentation INFO: Iters: 84150/150000 || Lr: 0.009534 || Task Loss: 0.3265 || KD Loss: 0.0395|| 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, 15:23:19 || Estimated Time: 1 day, 6:49:21
2023-07-26 02:09:50,744 semantic_segmentation INFO: Iters: 84160/150000 || Lr: 0.009532 || Task Loss: 0.4258 || KD Loss: 0.0978|| 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, 15:23:35 || Estimated Time: 1 day, 6:49:04
2023-07-26 02:10:06,818 semantic_segmentation INFO: Iters: 84170/150000 || Lr: 0.009531 || Task Loss: 0.6746 || KD Loss: 0.2534|| 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, 15:23:51 || Estimated Time: 1 day, 6:48:46
2023-07-26 02:10:22,871 semantic_segmentation INFO: Iters: 84180/150000 || Lr: 0.009530 || Task Loss: 0.3983 || KD Loss: 0.0781|| 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, 15:24:07 || Estimated Time: 1 day, 6:48:29
2023-07-26 02:10:38,920 semantic_segmentation INFO: Iters: 84190/150000 || Lr: 0.009528 || Task Loss: 0.3409 || KD Loss: 0.0611|| 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, 15:24:23 || Estimated Time: 1 day, 6:48:11
2023-07-26 02:10:55,098 semantic_segmentation INFO: Iters: 84200/150000 || Lr: 0.009527 || Task Loss: 0.3125 || KD Loss: 0.0557|| 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, 15:24:39 || Estimated Time: 1 day, 6:47:54
2023-07-26 02:11:11,159 semantic_segmentation INFO: Iters: 84210/150000 || Lr: 0.009526 || Task Loss: 0.5027 || KD Loss: 0.1689|| 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, 15:24:55 || Estimated Time: 1 day, 6:47:37
2023-07-26 02:11:27,287 semantic_segmentation INFO: Iters: 84220/150000 || Lr: 0.009524 || Task Loss: 0.5742 || KD Loss: 0.1122|| 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, 15:25:11 || Estimated Time: 1 day, 6:47:19
2023-07-26 02:11:43,306 semantic_segmentation INFO: Iters: 84230/150000 || Lr: 0.009523 || Task Loss: 0.3599 || KD Loss: 0.0679|| 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, 15:25:27 || Estimated Time: 1 day, 6:47:02
2023-07-26 02:11:59,368 semantic_segmentation INFO: Iters: 84240/150000 || Lr: 0.009522 || Task Loss: 0.3914 || KD Loss: 0.0766|| 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, 15:25:43 || Estimated Time: 1 day, 6:46:44
2023-07-26 02:12:15,485 semantic_segmentation INFO: Iters: 84250/150000 || Lr: 0.009521 || Task Loss: 0.3793 || KD Loss: 0.0772|| 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, 15:25:59 || Estimated Time: 1 day, 6:46:27
2023-07-26 02:12:31,536 semantic_segmentation INFO: Iters: 84260/150000 || Lr: 0.009519 || Task Loss: 0.4426 || KD Loss: 0.0865|| 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, 15:26:16 || Estimated Time: 1 day, 6:46:09
2023-07-26 02:12:47,569 semantic_segmentation INFO: Iters: 84270/150000 || Lr: 0.009518 || Task Loss: 0.4655 || KD Loss: 0.1376|| 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, 15:26:32 || Estimated Time: 1 day, 6:45:52
2023-07-26 02:13:03,611 semantic_segmentation INFO: Iters: 84280/150000 || Lr: 0.009517 || Task Loss: 0.3540 || KD Loss: 0.0493|| 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, 15:26:48 || Estimated Time: 1 day, 6:45:34
2023-07-26 02:13:19,715 semantic_segmentation INFO: Iters: 84290/150000 || Lr: 0.009515 || Task Loss: 0.4418 || KD Loss: 0.0875|| 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, 15:27:04 || Estimated Time: 1 day, 6:45:17
2023-07-26 02:13:35,755 semantic_segmentation INFO: Iters: 84300/150000 || Lr: 0.009514 || Task Loss: 0.2777 || KD Loss: 0.0596|| 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, 15:27:20 || Estimated Time: 1 day, 6:44:59
2023-07-26 02:13:51,767 semantic_segmentation INFO: Iters: 84310/150000 || Lr: 0.009513 || Task Loss: 0.4843 || KD Loss: 0.0827|| 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, 15:27:36 || Estimated Time: 1 day, 6:44:42
2023-07-26 02:14:07,849 semantic_segmentation INFO: Iters: 84320/150000 || Lr: 0.009511 || Task Loss: 0.3977 || KD Loss: 0.0708|| 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, 15:27:52 || Estimated Time: 1 day, 6:44:25
2023-07-26 02:14:23,830 semantic_segmentation INFO: Iters: 84330/150000 || Lr: 0.009510 || Task Loss: 0.2024 || KD Loss: 0.0230|| 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, 15:28:08 || Estimated Time: 1 day, 6:44:07
2023-07-26 02:14:39,901 semantic_segmentation INFO: Iters: 84340/150000 || Lr: 0.009509 || Task Loss: 0.3724 || KD Loss: 0.0820|| 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, 15:28:24 || Estimated Time: 1 day, 6:43:50
2023-07-26 02:14:58,687 semantic_segmentation INFO: Iters: 84350/150000 || Lr: 0.009507 || Task Loss: 0.5467 || KD Loss: 0.1707|| 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, 15:28:43 || Estimated Time: 1 day, 6:43:34
2023-07-26 02:15:15,270 semantic_segmentation INFO: Iters: 84360/150000 || Lr: 0.009506 || Task Loss: 0.3369 || KD Loss: 0.0737|| 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, 15:28:59 || Estimated Time: 1 day, 6:43:17
2023-07-26 02:15:31,289 semantic_segmentation INFO: Iters: 84370/150000 || Lr: 0.009505 || Task Loss: 0.3168 || KD Loss: 0.0653|| 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, 15:29:15 || Estimated Time: 1 day, 6:43:00
2023-07-26 02:15:47,271 semantic_segmentation INFO: Iters: 84380/150000 || Lr: 0.009504 || Task Loss: 0.5166 || KD Loss: 0.1334|| 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, 15:29:31 || Estimated Time: 1 day, 6:42:42
2023-07-26 02:16:03,265 semantic_segmentation INFO: Iters: 84390/150000 || Lr: 0.009502 || Task Loss: 0.4894 || KD Loss: 0.1330|| 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, 15:29:47 || Estimated Time: 1 day, 6:42:25
2023-07-26 02:16:19,331 semantic_segmentation INFO: Iters: 84400/150000 || Lr: 0.009501 || Task Loss: 0.4299 || KD Loss: 0.0518|| 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, 15:30:03 || Estimated Time: 1 day, 6:42:07
2023-07-26 02:16:35,319 semantic_segmentation INFO: Iters: 84410/150000 || Lr: 0.009500 || Task Loss: 0.3360 || KD Loss: 0.0718|| 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, 15:30:19 || Estimated Time: 1 day, 6:41:50
2023-07-26 02:16:51,327 semantic_segmentation INFO: Iters: 84420/150000 || Lr: 0.009498 || Task Loss: 0.2455 || KD Loss: 0.0351|| 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, 15:30:35 || Estimated Time: 1 day, 6:41:32
2023-07-26 02:17:07,328 semantic_segmentation INFO: Iters: 84430/150000 || Lr: 0.009497 || Task Loss: 0.3725 || KD Loss: 0.0509|| 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, 15:30:51 || Estimated Time: 1 day, 6:41:15
2023-07-26 02:17:23,374 semantic_segmentation INFO: Iters: 84440/150000 || Lr: 0.009496 || Task Loss: 0.4096 || KD Loss: 0.0923|| 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, 15:31:07 || Estimated Time: 1 day, 6:40:57
2023-07-26 02:17:39,342 semantic_segmentation INFO: Iters: 84450/150000 || Lr: 0.009494 || Task Loss: 0.2852 || 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: 1 day, 15:31:23 || Estimated Time: 1 day, 6:40:40
2023-07-26 02:17:55,408 semantic_segmentation INFO: Iters: 84460/150000 || Lr: 0.009493 || Task Loss: 0.2692 || KD Loss: 0.0324|| 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, 15:31:39 || Estimated Time: 1 day, 6:40:22
2023-07-26 02:18:11,435 semantic_segmentation INFO: Iters: 84470/150000 || Lr: 0.009492 || Task Loss: 0.3522 || KD Loss: 0.0512|| 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, 15:31:55 || Estimated Time: 1 day, 6:40:05
2023-07-26 02:18:27,501 semantic_segmentation INFO: Iters: 84480/150000 || Lr: 0.009491 || Task Loss: 0.3568 || KD Loss: 0.0510|| 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, 15:32:11 || Estimated Time: 1 day, 6:39:47
2023-07-26 02:18:43,578 semantic_segmentation INFO: Iters: 84490/150000 || Lr: 0.009489 || Task Loss: 0.3813 || KD Loss: 0.0745|| 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, 15:32:28 || Estimated Time: 1 day, 6:39:30
2023-07-26 02:18:59,654 semantic_segmentation INFO: Iters: 84500/150000 || Lr: 0.009488 || Task Loss: 0.5029 || KD Loss: 0.1127|| 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, 15:32:44 || Estimated Time: 1 day, 6:39:12
2023-07-26 02:19:15,717 semantic_segmentation INFO: Iters: 84510/150000 || Lr: 0.009487 || Task Loss: 0.2090 || KD Loss: 0.0298|| 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, 15:33:00 || Estimated Time: 1 day, 6:38:55
2023-07-26 02:19:31,722 semantic_segmentation INFO: Iters: 84520/150000 || Lr: 0.009485 || Task Loss: 0.3592 || KD Loss: 0.0315|| 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, 15:33:16 || Estimated Time: 1 day, 6:38:37
2023-07-26 02:19:47,807 semantic_segmentation INFO: Iters: 84530/150000 || Lr: 0.009484 || Task Loss: 0.2827 || KD Loss: 0.0454|| 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, 15:33:32 || Estimated Time: 1 day, 6:38:20
2023-07-26 02:20:03,836 semantic_segmentation INFO: Iters: 84540/150000 || Lr: 0.009483 || Task Loss: 0.3774 || KD Loss: 0.0801|| 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, 15:33:48 || Estimated Time: 1 day, 6:38:02
2023-07-26 02:20:19,898 semantic_segmentation INFO: Iters: 84550/150000 || Lr: 0.009481 || Task Loss: 0.3821 || KD Loss: 0.0526|| 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, 15:34:04 || Estimated Time: 1 day, 6:37:45
2023-07-26 02:20:36,025 semantic_segmentation INFO: Iters: 84560/150000 || Lr: 0.009480 || Task Loss: 0.2848 || KD Loss: 0.0495|| 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, 15:34:20 || Estimated Time: 1 day, 6:37:28
2023-07-26 02:20:52,052 semantic_segmentation INFO: Iters: 84570/150000 || Lr: 0.009479 || Task Loss: 0.4958 || KD Loss: 0.0905|| 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, 15:34:36 || Estimated Time: 1 day, 6:37:10
2023-07-26 02:21:08,085 semantic_segmentation INFO: Iters: 84580/150000 || Lr: 0.009477 || Task Loss: 0.3590 || KD Loss: 0.0838|| 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, 15:34:52 || Estimated Time: 1 day, 6:36:53
2023-07-26 02:21:24,102 semantic_segmentation INFO: Iters: 84590/150000 || Lr: 0.009476 || Task Loss: 0.3987 || KD Loss: 0.0553|| 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, 15:35:08 || Estimated Time: 1 day, 6:36:35
2023-07-26 02:21:40,162 semantic_segmentation INFO: Iters: 84600/150000 || Lr: 0.009475 || Task Loss: 0.2813 || KD Loss: 0.0660|| 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, 15:35:24 || Estimated Time: 1 day, 6:36:18
2023-07-26 02:21:56,228 semantic_segmentation INFO: Iters: 84610/150000 || Lr: 0.009474 || Task Loss: 0.2936 || KD Loss: 0.0537|| 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, 15:35:40 || Estimated Time: 1 day, 6:36:00
2023-07-26 02:22:12,281 semantic_segmentation INFO: Iters: 84620/150000 || Lr: 0.009472 || Task Loss: 0.3969 || KD Loss: 0.0694|| 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, 15:35:56 || Estimated Time: 1 day, 6:35:43
2023-07-26 02:22:28,284 semantic_segmentation INFO: Iters: 84630/150000 || Lr: 0.009471 || Task Loss: 0.2636 || KD Loss: 0.0669|| 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, 15:36:12 || Estimated Time: 1 day, 6:35:25
2023-07-26 02:22:44,406 semantic_segmentation INFO: Iters: 84640/150000 || Lr: 0.009470 || Task Loss: 0.2955 || KD Loss: 0.0416|| 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, 15:36:28 || Estimated Time: 1 day, 6:35:08
2023-07-26 02:23:00,456 semantic_segmentation INFO: Iters: 84650/150000 || Lr: 0.009468 || Task Loss: 0.2883 || KD Loss: 0.0476|| 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, 15:36:44 || Estimated Time: 1 day, 6:34:50
2023-07-26 02:23:16,488 semantic_segmentation INFO: Iters: 84660/150000 || Lr: 0.009467 || Task Loss: 0.2713 || KD Loss: 0.0367|| 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, 15:37:00 || Estimated Time: 1 day, 6:34:33
2023-07-26 02:23:32,540 semantic_segmentation INFO: Iters: 84670/150000 || Lr: 0.009466 || Task Loss: 0.3219 || KD Loss: 0.0560|| 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, 15:37:17 || Estimated Time: 1 day, 6:34:16
2023-07-26 02:23:48,534 semantic_segmentation INFO: Iters: 84680/150000 || Lr: 0.009464 || Task Loss: 0.3840 || KD Loss: 0.0871|| 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, 15:37:33 || Estimated Time: 1 day, 6:33:58
2023-07-26 02:24:04,511 semantic_segmentation INFO: Iters: 84690/150000 || Lr: 0.009463 || Task Loss: 0.3730 || KD Loss: 0.0761|| 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, 15:37:48 || Estimated Time: 1 day, 6:33:40
2023-07-26 02:24:20,587 semantic_segmentation INFO: Iters: 84700/150000 || Lr: 0.009462 || Task Loss: 0.5283 || KD Loss: 0.1092|| 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, 15:38:05 || Estimated Time: 1 day, 6:33:23
2023-07-26 02:24:36,599 semantic_segmentation INFO: Iters: 84710/150000 || Lr: 0.009461 || Task Loss: 0.3328 || KD Loss: 0.0356|| 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, 15:38:21 || Estimated Time: 1 day, 6:33:06
2023-07-26 02:24:52,746 semantic_segmentation INFO: Iters: 84720/150000 || Lr: 0.009459 || Task Loss: 0.3677 || KD Loss: 0.0941|| 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, 15:38:37 || Estimated Time: 1 day, 6:32:48
2023-07-26 02:25:08,882 semantic_segmentation INFO: Iters: 84730/150000 || Lr: 0.009458 || Task Loss: 0.4257 || KD Loss: 0.0725|| 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, 15:38:53 || Estimated Time: 1 day, 6:32:31
2023-07-26 02:25:25,041 semantic_segmentation INFO: Iters: 84740/150000 || Lr: 0.009457 || Task Loss: 0.3952 || KD Loss: 0.0669|| 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, 15:39:09 || Estimated Time: 1 day, 6:32:13
2023-07-26 02:25:41,110 semantic_segmentation INFO: Iters: 84750/150000 || Lr: 0.009455 || Task Loss: 0.3677 || KD Loss: 0.0668|| 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, 15:39:25 || Estimated Time: 1 day, 6:31:56
2023-07-26 02:25:57,171 semantic_segmentation INFO: Iters: 84760/150000 || Lr: 0.009454 || Task Loss: 0.4439 || KD Loss: 0.0917|| 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 day, 15:39:41 || Estimated Time: 1 day, 6:31:39
2023-07-26 02:26:13,272 semantic_segmentation INFO: Iters: 84770/150000 || Lr: 0.009453 || Task Loss: 0.4547 || KD Loss: 0.0872|| 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, 15:39:57 || Estimated Time: 1 day, 6:31:21
2023-07-26 02:26:29,308 semantic_segmentation INFO: Iters: 84780/150000 || Lr: 0.009451 || Task Loss: 0.4399 || KD Loss: 0.0602|| 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, 15:40:13 || Estimated Time: 1 day, 6:31:04
2023-07-26 02:26:45,438 semantic_segmentation INFO: Iters: 84790/150000 || Lr: 0.009450 || Task Loss: 0.3640 || KD Loss: 0.0947|| 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, 15:40:29 || Estimated Time: 1 day, 6:30:46
2023-07-26 02:27:01,443 semantic_segmentation INFO: Iters: 84800/150000 || Lr: 0.009449 || Task Loss: 0.2686 || KD Loss: 0.0396|| 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, 15:40:45 || Estimated Time: 1 day, 6:30:29
2023-07-26 02:27:01,555 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:27:02,006 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.091
2023-07-26 02:27:02,043 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.137
2023-07-26 02:27:02,055 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-26 02:27:02,068 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-26 02:27:02,081 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.248
2023-07-26 02:27:02,093 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.292
2023-07-26 02:27:02,107 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.333
2023-07-26 02:27:02,120 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.336
2023-07-26 02:27:02,132 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.375
2023-07-26 02:27:02,146 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.414
2023-07-26 02:27:02,160 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.475
2023-07-26 02:27:02,175 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.522
2023-07-26 02:27:02,188 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.460
2023-07-26 02:27:02,202 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.442
2023-07-26 02:27:02,217 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.923, mIoU: 0.434
2023-07-26 02:27:02,229 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.428
2023-07-26 02:27:02,241 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.916, mIoU: 0.418
2023-07-26 02:27:02,253 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.419
2023-07-26 02:27:02,268 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.418
2023-07-26 02:27:02,284 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.464
2023-07-26 02:27:02,298 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.465
2023-07-26 02:27:02,313 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.474
2023-07-26 02:27:02,328 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.504
2023-07-26 02:27:02,343 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.505
2023-07-26 02:27:02,359 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.504
2023-07-26 02:27:02,372 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.513
2023-07-26 02:27:02,386 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.517
2023-07-26 02:27:02,397 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.517
2023-07-26 02:27:02,412 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.509
2023-07-26 02:27:02,426 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.510
2023-07-26 02:27:02,439 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.510
2023-07-26 02:27:02,454 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.508
2023-07-26 02:27:02,468 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.514
2023-07-26 02:27:02,482 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.508
2023-07-26 02:27:02,497 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.523
2023-07-26 02:27:02,511 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.524
2023-07-26 02:27:02,523 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.522
2023-07-26 02:27:02,535 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.559
2023-07-26 02:27:02,551 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.545
2023-07-26 02:27:02,563 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.544
2023-07-26 02:27:02,576 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-26 02:27:02,590 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.565
2023-07-26 02:27:02,604 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-26 02:27:02,617 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.561
2023-07-26 02:27:02,633 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.572
2023-07-26 02:27:02,649 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.574
2023-07-26 02:27:02,662 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-26 02:27:02,674 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-26 02:27:02,688 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.577
2023-07-26 02:27:02,704 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-26 02:27:02,719 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.574
2023-07-26 02:27:02,734 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.574
2023-07-26 02:27:02,747 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.574
2023-07-26 02:27:02,762 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.575
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2023-07-26 02:27:02,801 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.577
2023-07-26 02:27:02,817 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.577
2023-07-26 02:27:02,829 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.579
2023-07-26 02:27:02,842 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.627
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2023-07-26 02:27:02,868 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.623
2023-07-26 02:27:02,880 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.623
2023-07-26 02:27:02,896 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.628
2023-07-26 02:27:02,908 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-26 02:27:02,922 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.632
2023-07-26 02:27:02,935 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.632
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2023-07-26 02:27:02,961 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.679
2023-07-26 02:27:02,975 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-26 02:27:02,989 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-26 02:27:03,002 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-26 02:27:03,016 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-26 02:27:03,030 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-26 02:27:03,044 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-26 02:27:03,057 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-26 02:27:03,071 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-26 02:27:03,080 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.681
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2023-07-26 02:27:03,109 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-26 02:27:03,121 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.922, mIoU: 0.652
2023-07-26 02:27:03,135 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 02:27:03,149 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 02:27:03,163 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.650
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2023-07-26 02:27:03,206 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.648
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2023-07-26 02:27:03,233 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.639
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2023-07-26 02:27:03,259 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.636
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2023-07-26 02:27:03,302 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 02:27:03,316 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 02:27:03,330 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.655
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2023-07-26 02:27:03,381 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.662
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2023-07-26 02:27:03,652 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.660
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2023-07-26 02:27:04,128 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-26 02:27:04,184 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 02:27:05,416 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.923, mIoU: 0.673
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2023-07-26 02:27:08,103 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 02:27:08,118 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 02:27:08,132 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 02:27:08,146 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.923, mIoU: 0.656
2023-07-26 02:27:08,160 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,172 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 02:27:08,186 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 02:27:08,198 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 02:27:08,208 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 02:27:08,221 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,234 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,248 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,262 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,276 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-26 02:27:08,291 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,306 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,314 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,324 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,336 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.923, mIoU: 0.655
2023-07-26 02:27:08,349 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-26 02:27:08,364 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-26 02:27:08,376 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,390 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,406 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-26 02:27:08,420 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,435 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,449 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,462 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.924, mIoU: 0.656
2023-07-26 02:27:08,476 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 02:27:08,490 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 02:27:08,503 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 02:27:08,518 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 02:27:08,529 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 02:27:08,543 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 02:27:08,557 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-26 02:27:08,571 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-26 02:27:08,585 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-26 02:27:08,599 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:08,609 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:08,621 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:08,635 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 02:27:08,650 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,662 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,674 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,687 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,701 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,717 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 02:27:08,731 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 02:27:08,739 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 02:27:08,754 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 02:27:08,768 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,780 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,794 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,809 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,821 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 02:27:08,836 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 02:27:08,849 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 02:27:08,864 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,880 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,895 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 02:27:08,910 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 02:27:08,924 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 02:27:08,936 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 02:27:08,950 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:08,964 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:08,978 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:08,991 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,007 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 02:27:09,022 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 02:27:09,036 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-26 02:27:09,048 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-26 02:27:09,062 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.924, mIoU: 0.661
2023-07-26 02:27:09,076 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-26 02:27:09,090 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.924, mIoU: 0.660
2023-07-26 02:27:09,104 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,119 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,131 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,146 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,160 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 02:27:09,173 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 02:27:09,188 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 02:27:09,199 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 02:27:09,213 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 02:27:09,226 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 02:27:09,237 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,249 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 02:27:09,263 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,278 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,292 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,306 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,314 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,329 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 02:27:09,343 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 02:27:09,358 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 02:27:09,372 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,386 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 02:27:09,398 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,410 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,424 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,438 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,452 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,464 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,476 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,490 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,504 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,519 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,531 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,545 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,561 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,576 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 02:27:09,588 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.925, mIoU: 0.672
2023-07-26 02:27:09,603 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,618 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 02:27:09,630 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 02:27:09,645 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,659 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,673 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,688 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,700 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,715 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:09,731 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:09,747 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:09,756 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,771 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 02:27:09,785 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,797 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,811 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,824 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,838 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,852 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,867 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,879 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,891 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,903 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,917 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,931 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,946 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,960 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 02:27:09,975 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:09,987 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,002 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,018 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,030 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 02:27:10,045 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,059 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,074 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,088 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 02:27:10,103 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,114 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 02:27:10,128 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,143 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,156 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,170 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 02:27:10,184 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 02:27:10,194 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 02:27:10,208 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 02:27:10,222 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,236 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,248 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,262 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,275 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 02:27:10,290 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 02:27:10,303 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 02:27:10,318 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 02:27:10,331 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,346 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 02:27:10,360 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 02:27:10,373 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 02:27:10,386 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 02:27:10,400 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-26 02:27:10,429 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-26 02:27:10,514 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.926, mIoU: 0.677
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2023-07-26 02:27:10,557 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 02:27:10,571 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,585 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:10,598 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:10,613 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:10,630 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:10,644 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:10,658 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 02:27:10,680 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-26 02:27:10,707 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,721 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,734 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,748 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,762 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,778 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 02:27:10,793 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,808 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,821 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,835 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,847 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,861 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,876 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:10,891 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,905 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,920 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 02:27:10,934 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,946 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,960 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,974 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:10,986 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:10,999 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:11,013 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,027 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:11,041 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:11,053 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:11,067 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:11,081 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,095 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,107 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,119 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,126 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,140 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:11,154 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:11,168 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:11,182 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:11,196 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:11,210 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 02:27:11,224 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,238 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,250 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,263 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,276 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,290 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,304 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,316 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,328 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:11,340 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:11,353 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:11,365 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 02:27:11,378 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:11,391 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:11,405 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:27:11,420 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:27:11,432 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:27:11,445 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:27:11,458 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:27:11,469 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,483 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,498 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,513 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,527 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,542 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,556 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,568 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,583 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,597 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,612 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,627 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,641 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:11,655 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:11,667 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,679 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,691 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,705 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,720 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,732 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,747 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,762 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,775 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,789 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,803 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,818 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,830 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:11,844 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,857 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,870 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,884 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,897 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,912 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:11,925 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,940 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,955 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,967 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,979 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:11,994 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,010 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:12,025 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:12,039 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 02:27:12,051 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,063 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,077 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,089 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,104 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:12,120 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:12,133 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:12,147 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:12,160 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,174 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,189 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,201 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,214 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,228 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:12,242 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:12,255 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:12,269 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,283 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:12,296 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:12,309 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:12,323 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,337 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,353 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,365 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,379 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,392 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,407 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,420 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,433 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,447 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,462 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,475 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,490 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,505 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,521 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:12,537 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:12,549 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:12,561 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:12,575 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:12,588 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:12,600 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:12,613 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:12,627 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,640 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,652 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,666 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,680 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,694 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,709 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,722 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,734 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,748 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,762 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 02:27:12,778 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 02:27:12,795 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 02:27:12,807 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:12,820 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,831 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,846 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,861 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,874 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,888 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,898 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,911 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:12,925 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:12,939 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,952 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:12,966 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:12,978 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:12,993 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:13,006 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:13,021 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:13,033 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,047 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,062 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,074 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,089 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,103 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:13,117 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,131 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,146 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,160 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,174 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,187 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,202 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,216 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,228 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,241 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,254 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,269 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,283 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,298 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,313 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,324 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,337 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,352 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,367 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,379 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,394 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,408 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,420 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:13,434 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:13,449 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:13,463 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 02:27:13,476 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,487 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 02:27:13,503 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,519 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,534 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,546 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,561 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,575 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,590 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,605 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,617 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,631 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,643 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,657 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,670 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:27:13,681 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,696 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,708 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,721 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,735 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,749 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,762 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,777 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,792 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,805 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,820 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,834 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:27:13,849 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,864 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,873 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,887 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,900 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,914 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,928 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,943 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:13,955 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:13,969 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:13,983 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:13,997 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:14,012 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,027 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,039 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,054 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,069 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:14,084 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,096 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,111 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:14,125 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:14,140 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,153 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,167 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,181 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,194 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,207 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,222 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,234 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,247 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,260 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,273 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,288 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:14,302 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,316 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,330 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,345 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,357 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,369 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,384 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,396 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,408 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,423 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,437 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,451 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:14,466 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,478 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:14,491 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,506 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:14,521 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,534 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,548 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,560 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,575 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,588 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,603 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,618 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:14,631 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:14,640 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,655 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,670 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,682 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,696 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,710 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,724 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,737 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,751 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,765 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,780 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,794 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,810 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,826 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,841 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,853 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,868 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,882 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,896 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,908 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 02:27:14,923 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,937 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,952 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,958 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,971 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,983 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:14,995 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:15,006 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 02:27:15,021 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,034 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,049 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,060 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,072 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,087 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,097 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,111 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,123 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,137 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,151 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,165 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,179 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,189 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,201 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,215 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,229 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,243 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,257 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,269 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,279 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,289 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,302 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,313 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,327 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,339 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,353 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,368 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,383 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,396 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,410 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,424 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,439 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,453 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,467 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,481 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,496 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,511 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,524 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,536 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,552 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,564 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,580 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,592 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,606 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,620 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,637 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,652 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,665 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 02:27:15,679 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 02:27:15,694 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,708 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,722 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,735 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,747 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,762 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,776 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 02:27:15,791 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 02:27:15,806 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,822 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,837 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 02:27:15,851 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,866 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,878 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,892 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,902 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,914 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 02:27:15,928 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,940 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,954 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,968 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 02:27:15,982 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:15,996 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,011 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,025 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,039 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,051 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,066 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,078 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,092 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,107 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,119 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,133 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,146 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,160 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,174 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,189 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,203 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,218 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,230 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,242 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,257 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 02:27:16,269 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,282 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,297 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,311 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,325 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,338 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,350 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,365 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,380 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,394 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,407 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,419 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,433 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,448 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,462 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,476 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,490 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 02:27:16,505 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,518 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,533 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,548 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,562 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,576 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 02:27:16,590 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,603 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,617 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,631 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,646 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,658 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 02:27:16,672 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,686 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,701 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,714 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,728 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,742 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,756 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,770 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,784 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,799 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,812 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:16,828 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:16,843 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,855 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,870 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,882 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,890 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:16,905 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,919 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,932 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 02:27:16,946 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:16,961 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:16,973 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:16,986 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:17,000 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:17,015 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 02:27:17,029 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-26 02:27:17,117 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 02:27:17,171 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 02:27:17,270 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:17,282 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 02:27:17,410 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:17,422 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:17,437 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 02:27:17,450 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 02:27:17,845 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 02:27:18,705 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,721 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,734 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,748 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,761 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,775 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,789 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,801 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,813 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:18,829 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:18,843 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:18,859 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 02:27:18,871 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,884 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,898 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:18,912 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,924 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,937 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,951 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,966 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,980 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:18,994 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,008 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,023 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,035 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,049 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,064 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,076 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,090 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,105 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,119 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,133 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,147 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 02:27:19,160 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:19,174 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:19,187 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:19,201 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:19,215 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,230 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,243 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,257 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,271 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,283 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,295 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,309 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,323 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,335 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,350 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,365 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,379 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,393 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.926, mIoU: 0.677
2023-07-26 02:27:19,407 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,421 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,435 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,448 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,460 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,472 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,485 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,498 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,512 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,526 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,539 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,552 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,566 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,577 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:19,591 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,605 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,620 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,634 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,648 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,661 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,675 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:19,689 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,702 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,716 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,731 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,746 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,758 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,773 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,788 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,802 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,816 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,828 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,843 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,859 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,874 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,889 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:19,901 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:19,915 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:19,930 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:19,944 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:19,958 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:19,972 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:19,986 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,000 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,010 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,023 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,035 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,047 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:20,064 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:20,078 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:20,091 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:20,102 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,114 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:20,127 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:20,141 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:20,154 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,181 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,222 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:20,234 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,262 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,288 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,368 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,394 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 02:27:20,422 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 02:27:20,534 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 02:27:20,565 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 02:27:20,615 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 02:27:20,641 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 02:27:20,698 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 02:27:20,841 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 02:27:21,118 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:21,132 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.926, mIoU: 0.679
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2023-07-26 02:27:21,252 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:21,266 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:21,280 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:21,293 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:27:21,307 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,321 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,334 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,343 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,356 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,368 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,382 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,396 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,410 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,424 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,435 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,444 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,460 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,474 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,488 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,500 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,514 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,529 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,541 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,556 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:21,571 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 02:27:21,584 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,598 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,610 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,624 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,639 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,653 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 02:27:21,665 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,680 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,694 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,708 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,723 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:21,735 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 02:27:21,749 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:21,763 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:27:21,779 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:27:37,801 semantic_segmentation INFO: Iters: 84810/150000 || Lr: 0.009447 || Task Loss: 0.3915 || KD Loss: 0.1088|| 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, 15:41:22 || Estimated Time: 1 day, 6:30:27
2023-07-26 02:27:53,886 semantic_segmentation INFO: Iters: 84820/150000 || Lr: 0.009446 || Task Loss: 0.2876 || KD Loss: 0.0424|| 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, 15:41:38 || Estimated Time: 1 day, 6:30:09
2023-07-26 02:28:09,993 semantic_segmentation INFO: Iters: 84830/150000 || Lr: 0.009445 || Task Loss: 0.2541 || KD Loss: 0.0422|| 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, 15:41:54 || Estimated Time: 1 day, 6:29:52
2023-07-26 02:28:26,132 semantic_segmentation INFO: Iters: 84840/150000 || Lr: 0.009444 || Task Loss: 0.3033 || KD Loss: 0.0571|| 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, 15:42:10 || Estimated Time: 1 day, 6:29:35
2023-07-26 02:28:42,185 semantic_segmentation INFO: Iters: 84850/150000 || Lr: 0.009442 || Task Loss: 0.6690 || KD Loss: 0.1399|| 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, 15:42:26 || Estimated Time: 1 day, 6:29:17
2023-07-26 02:28:58,237 semantic_segmentation INFO: Iters: 84860/150000 || Lr: 0.009441 || Task Loss: 0.4479 || KD Loss: 0.0941|| 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, 15:42:42 || Estimated Time: 1 day, 6:29:00
2023-07-26 02:29:14,267 semantic_segmentation INFO: Iters: 84870/150000 || Lr: 0.009440 || Task Loss: 0.3857 || KD Loss: 0.0576|| 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, 15:42:58 || Estimated Time: 1 day, 6:28:42
2023-07-26 02:29:30,338 semantic_segmentation INFO: Iters: 84880/150000 || Lr: 0.009438 || Task Loss: 0.5175 || KD Loss: 0.1248|| 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, 15:43:14 || Estimated Time: 1 day, 6:28:25
2023-07-26 02:29:46,393 semantic_segmentation INFO: Iters: 84890/150000 || Lr: 0.009437 || Task Loss: 0.3299 || KD Loss: 0.0563|| 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, 15:43:30 || Estimated Time: 1 day, 6:28:07
2023-07-26 02:30:02,441 semantic_segmentation INFO: Iters: 84900/150000 || Lr: 0.009436 || Task Loss: 0.4730 || KD Loss: 0.1235|| 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, 15:43:46 || Estimated Time: 1 day, 6:27:50
2023-07-26 02:30:18,558 semantic_segmentation INFO: Iters: 84910/150000 || Lr: 0.009434 || Task Loss: 0.4019 || KD Loss: 0.0875|| 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, 15:44:03 || Estimated Time: 1 day, 6:27:33
2023-07-26 02:30:34,597 semantic_segmentation INFO: Iters: 84920/150000 || Lr: 0.009433 || Task Loss: 0.4438 || KD Loss: 0.0905|| 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, 15:44:19 || Estimated Time: 1 day, 6:27:15
2023-07-26 02:30:50,622 semantic_segmentation INFO: Iters: 84930/150000 || Lr: 0.009432 || Task Loss: 0.5275 || KD Loss: 0.0622|| 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, 15:44:35 || Estimated Time: 1 day, 6:26:58
2023-07-26 02:31:06,611 semantic_segmentation INFO: Iters: 84940/150000 || Lr: 0.009431 || Task Loss: 0.4353 || KD Loss: 0.0785|| 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, 15:44:51 || Estimated Time: 1 day, 6:26:40
2023-07-26 02:31:22,653 semantic_segmentation INFO: Iters: 84950/150000 || Lr: 0.009429 || Task Loss: 0.2843 || KD Loss: 0.0554|| 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, 15:45:07 || Estimated Time: 1 day, 6:26:23
2023-07-26 02:31:38,721 semantic_segmentation INFO: Iters: 84960/150000 || Lr: 0.009428 || Task Loss: 0.4641 || KD Loss: 0.0598|| 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, 15:45:23 || Estimated Time: 1 day, 6:26:05
2023-07-26 02:31:54,739 semantic_segmentation INFO: Iters: 84970/150000 || Lr: 0.009427 || Task Loss: 0.3238 || KD Loss: 0.0693|| 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, 15:45:39 || Estimated Time: 1 day, 6:25:48
2023-07-26 02:32:10,824 semantic_segmentation INFO: Iters: 84980/150000 || Lr: 0.009425 || Task Loss: 0.3941 || KD Loss: 0.0495|| 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, 15:45:55 || Estimated Time: 1 day, 6:25:30
2023-07-26 02:32:26,866 semantic_segmentation INFO: Iters: 84990/150000 || Lr: 0.009424 || Task Loss: 0.4033 || KD Loss: 0.0834|| 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, 15:46:11 || Estimated Time: 1 day, 6:25:13
2023-07-26 02:32:42,891 semantic_segmentation INFO: Iters: 85000/150000 || Lr: 0.009423 || Task Loss: 0.4567 || KD Loss: 0.0941|| 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, 15:46:27 || Estimated Time: 1 day, 6:24:55
2023-07-26 02:32:58,899 semantic_segmentation INFO: Iters: 85010/150000 || Lr: 0.009421 || Task Loss: 0.3288 || KD Loss: 0.0574|| 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, 15:46:43 || Estimated Time: 1 day, 6:24:38
2023-07-26 02:33:14,978 semantic_segmentation INFO: Iters: 85020/150000 || Lr: 0.009420 || Task Loss: 0.3637 || KD Loss: 0.0665|| 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, 15:46:59 || Estimated Time: 1 day, 6:24:20
2023-07-26 02:33:31,001 semantic_segmentation INFO: Iters: 85030/150000 || Lr: 0.009419 || Task Loss: 0.3437 || KD Loss: 0.0587|| 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, 15:47:15 || Estimated Time: 1 day, 6:24:03
2023-07-26 02:33:47,020 semantic_segmentation INFO: Iters: 85040/150000 || Lr: 0.009417 || Task Loss: 0.6034 || KD Loss: 0.1496|| 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, 15:47:31 || Estimated Time: 1 day, 6:23:45
2023-07-26 02:34:03,061 semantic_segmentation INFO: Iters: 85050/150000 || Lr: 0.009416 || Task Loss: 0.5410 || KD Loss: 0.1148|| 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, 15:47:47 || Estimated Time: 1 day, 6:23:28
2023-07-26 02:34:19,102 semantic_segmentation INFO: Iters: 85060/150000 || Lr: 0.009415 || Task Loss: 0.4295 || KD Loss: 0.0720|| 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, 15:48:03 || Estimated Time: 1 day, 6:23:11
2023-07-26 02:34:35,202 semantic_segmentation INFO: Iters: 85070/150000 || Lr: 0.009414 || Task Loss: 0.3701 || KD Loss: 0.0583|| 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, 15:48:19 || Estimated Time: 1 day, 6:22:53
2023-07-26 02:34:51,271 semantic_segmentation INFO: Iters: 85080/150000 || Lr: 0.009412 || Task Loss: 0.4598 || KD Loss: 0.0786|| 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, 15:48:35 || Estimated Time: 1 day, 6:22:36
2023-07-26 02:35:07,402 semantic_segmentation INFO: Iters: 85090/150000 || Lr: 0.009411 || Task Loss: 0.4595 || KD Loss: 0.1559|| 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, 15:48:51 || Estimated Time: 1 day, 6:22:18
2023-07-26 02:35:23,451 semantic_segmentation INFO: Iters: 85100/150000 || Lr: 0.009410 || Task Loss: 0.2761 || KD Loss: 0.0447|| 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, 15:49:07 || Estimated Time: 1 day, 6:22:01
2023-07-26 02:35:39,483 semantic_segmentation INFO: Iters: 85110/150000 || Lr: 0.009408 || Task Loss: 0.5025 || KD Loss: 0.0604|| 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, 15:49:23 || Estimated Time: 1 day, 6:21:43
2023-07-26 02:35:55,578 semantic_segmentation INFO: Iters: 85120/150000 || Lr: 0.009407 || Task Loss: 0.3368 || KD Loss: 0.0616|| 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, 15:49:40 || Estimated Time: 1 day, 6:21:26
2023-07-26 02:36:11,719 semantic_segmentation INFO: Iters: 85130/150000 || Lr: 0.009406 || Task Loss: 0.3622 || KD Loss: 0.0636|| 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, 15:49:56 || Estimated Time: 1 day, 6:21:09
2023-07-26 02:36:27,764 semantic_segmentation INFO: Iters: 85140/150000 || Lr: 0.009404 || Task Loss: 0.3496 || KD Loss: 0.0705|| 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, 15:50:12 || Estimated Time: 1 day, 6:20:51
2023-07-26 02:36:43,804 semantic_segmentation INFO: Iters: 85150/150000 || Lr: 0.009403 || Task Loss: 0.3217 || KD Loss: 0.0845|| 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, 15:50:28 || Estimated Time: 1 day, 6:20:34
2023-07-26 02:36:59,821 semantic_segmentation INFO: Iters: 85160/150000 || Lr: 0.009402 || Task Loss: 0.2174 || 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: 1 day, 15:50:44 || Estimated Time: 1 day, 6:20:16
2023-07-26 02:37:16,932 semantic_segmentation INFO: Iters: 85170/150000 || Lr: 0.009401 || Task Loss: 0.3551 || KD Loss: 0.0487|| 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, 15:51:01 || Estimated Time: 1 day, 6:19:59
2023-07-26 02:37:35,341 semantic_segmentation INFO: Iters: 85180/150000 || Lr: 0.009399 || Task Loss: 0.3973 || KD Loss: 0.0572|| 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, 15:51:19 || Estimated Time: 1 day, 6:19:44
2023-07-26 02:37:51,272 semantic_segmentation INFO: Iters: 85190/150000 || Lr: 0.009398 || Task Loss: 0.3494 || KD Loss: 0.0547|| 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, 15:51:35 || Estimated Time: 1 day, 6:19:26
2023-07-26 02:38:07,305 semantic_segmentation INFO: Iters: 85200/150000 || Lr: 0.009397 || Task Loss: 0.3328 || KD Loss: 0.0498|| 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, 15:51:51 || Estimated Time: 1 day, 6:19:09
2023-07-26 02:38:23,283 semantic_segmentation INFO: Iters: 85210/150000 || Lr: 0.009395 || Task Loss: 0.3688 || KD Loss: 0.0654|| 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, 15:52:07 || Estimated Time: 1 day, 6:18:51
2023-07-26 02:38:39,290 semantic_segmentation INFO: Iters: 85220/150000 || Lr: 0.009394 || Task Loss: 0.4112 || KD Loss: 0.0835|| 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, 15:52:23 || Estimated Time: 1 day, 6:18:34
2023-07-26 02:38:55,260 semantic_segmentation INFO: Iters: 85230/150000 || Lr: 0.009393 || Task Loss: 0.2593 || KD Loss: 0.0433|| 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, 15:52:39 || Estimated Time: 1 day, 6:18:16
2023-07-26 02:39:11,298 semantic_segmentation INFO: Iters: 85240/150000 || Lr: 0.009391 || Task Loss: 0.3183 || KD Loss: 0.0566|| 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, 15:52:55 || Estimated Time: 1 day, 6:17:59
2023-07-26 02:39:27,207 semantic_segmentation INFO: Iters: 85250/150000 || Lr: 0.009390 || Task Loss: 0.2538 || KD Loss: 0.0350|| 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, 15:53:11 || Estimated Time: 1 day, 6:17:41
2023-07-26 02:39:43,222 semantic_segmentation INFO: Iters: 85260/150000 || Lr: 0.009389 || Task Loss: 0.3912 || KD Loss: 0.0795|| 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, 15:53:27 || Estimated Time: 1 day, 6:17:24
2023-07-26 02:39:59,205 semantic_segmentation INFO: Iters: 85270/150000 || Lr: 0.009387 || Task Loss: 0.3269 || KD Loss: 0.0409|| 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, 15:53:43 || Estimated Time: 1 day, 6:17:06
2023-07-26 02:40:15,190 semantic_segmentation INFO: Iters: 85280/150000 || Lr: 0.009386 || Task Loss: 0.5764 || KD Loss: 0.1821|| 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, 15:53:59 || Estimated Time: 1 day, 6:16:49
2023-07-26 02:40:31,165 semantic_segmentation INFO: Iters: 85290/150000 || Lr: 0.009385 || Task Loss: 0.3986 || KD Loss: 0.0574|| 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, 15:54:15 || Estimated Time: 1 day, 6:16:31
2023-07-26 02:40:47,173 semantic_segmentation INFO: Iters: 85300/150000 || Lr: 0.009384 || Task Loss: 0.3110 || KD Loss: 0.0513|| 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, 15:54:31 || Estimated Time: 1 day, 6:16:14
2023-07-26 02:41:03,126 semantic_segmentation INFO: Iters: 85310/150000 || Lr: 0.009382 || Task Loss: 0.5121 || KD Loss: 0.1318|| 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, 15:54:47 || Estimated Time: 1 day, 6:15:56
2023-07-26 02:41:19,148 semantic_segmentation INFO: Iters: 85320/150000 || Lr: 0.009381 || Task Loss: 0.2889 || KD Loss: 0.0757|| 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, 15:55:03 || Estimated Time: 1 day, 6:15:39
2023-07-26 02:41:35,129 semantic_segmentation INFO: Iters: 85330/150000 || Lr: 0.009380 || Task Loss: 0.2392 || KD Loss: 0.0340|| 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, 15:55:19 || Estimated Time: 1 day, 6:15:22
2023-07-26 02:41:51,195 semantic_segmentation INFO: Iters: 85340/150000 || Lr: 0.009378 || Task Loss: 0.3461 || KD Loss: 0.0690|| 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, 15:55:35 || Estimated Time: 1 day, 6:15:04
2023-07-26 02:42:07,255 semantic_segmentation INFO: Iters: 85350/150000 || Lr: 0.009377 || Task Loss: 0.4405 || KD Loss: 0.0778|| 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, 15:55:51 || Estimated Time: 1 day, 6:14:47
2023-07-26 02:42:23,255 semantic_segmentation INFO: Iters: 85360/150000 || Lr: 0.009376 || Task Loss: 0.4342 || KD Loss: 0.0854|| 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: 1 day, 15:56:07 || Estimated Time: 1 day, 6:14:29
2023-07-26 02:42:39,362 semantic_segmentation INFO: Iters: 85370/150000 || Lr: 0.009374 || Task Loss: 0.4377 || KD Loss: 0.0610|| 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, 15:56:23 || Estimated Time: 1 day, 6:14:12
2023-07-26 02:42:55,382 semantic_segmentation INFO: Iters: 85380/150000 || Lr: 0.009373 || Task Loss: 0.4499 || KD Loss: 0.1210|| 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, 15:56:39 || Estimated Time: 1 day, 6:13:54
2023-07-26 02:43:11,380 semantic_segmentation INFO: Iters: 85390/150000 || Lr: 0.009372 || Task Loss: 0.4189 || 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, 15:56:55 || Estimated Time: 1 day, 6:13:37
2023-07-26 02:43:27,438 semantic_segmentation INFO: Iters: 85400/150000 || Lr: 0.009371 || Task Loss: 0.4635 || KD Loss: 0.1055|| 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, 15:57:11 || Estimated Time: 1 day, 6:13:19
2023-07-26 02:43:43,472 semantic_segmentation INFO: Iters: 85410/150000 || Lr: 0.009369 || Task Loss: 0.5284 || KD Loss: 0.1031|| 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, 15:57:27 || Estimated Time: 1 day, 6:13:02
2023-07-26 02:43:59,495 semantic_segmentation INFO: Iters: 85420/150000 || Lr: 0.009368 || Task Loss: 0.4742 || KD Loss: 0.0939|| 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, 15:57:43 || Estimated Time: 1 day, 6:12:44
2023-07-26 02:44:15,571 semantic_segmentation INFO: Iters: 85430/150000 || Lr: 0.009367 || Task Loss: 0.6924 || KD Loss: 0.1556|| 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, 15:58:00 || Estimated Time: 1 day, 6:12:27
2023-07-26 02:44:31,573 semantic_segmentation INFO: Iters: 85440/150000 || Lr: 0.009365 || Task Loss: 0.2676 || KD Loss: 0.0455|| 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, 15:58:16 || Estimated Time: 1 day, 6:12:10
2023-07-26 02:44:47,928 semantic_segmentation INFO: Iters: 85450/150000 || Lr: 0.009364 || Task Loss: 0.3723 || KD Loss: 0.0481|| 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, 15:58:32 || Estimated Time: 1 day, 6:11:52
2023-07-26 02:45:03,965 semantic_segmentation INFO: Iters: 85460/150000 || Lr: 0.009363 || Task Loss: 0.5281 || KD Loss: 0.0919|| 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, 15:58:48 || Estimated Time: 1 day, 6:11:35
2023-07-26 02:45:19,907 semantic_segmentation INFO: Iters: 85470/150000 || Lr: 0.009361 || Task Loss: 0.3196 || KD Loss: 0.0739|| 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, 15:59:04 || Estimated Time: 1 day, 6:11:17
2023-07-26 02:45:35,915 semantic_segmentation INFO: Iters: 85480/150000 || Lr: 0.009360 || Task Loss: 0.3147 || KD Loss: 0.0638|| 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, 15:59:20 || Estimated Time: 1 day, 6:11:00
2023-07-26 02:45:51,883 semantic_segmentation INFO: Iters: 85490/150000 || Lr: 0.009359 || Task Loss: 0.3235 || KD Loss: 0.0522|| 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, 15:59:36 || Estimated Time: 1 day, 6:10:42
2023-07-26 02:46:07,887 semantic_segmentation INFO: Iters: 85500/150000 || Lr: 0.009357 || Task Loss: 0.3508 || KD Loss: 0.0750|| 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, 15:59:52 || Estimated Time: 1 day, 6:10:25
2023-07-26 02:46:23,834 semantic_segmentation INFO: Iters: 85510/150000 || Lr: 0.009356 || Task Loss: 0.3212 || KD Loss: 0.0481|| 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, 16:00:08 || Estimated Time: 1 day, 6:10:07
2023-07-26 02:46:39,858 semantic_segmentation INFO: Iters: 85520/150000 || Lr: 0.009355 || Task Loss: 0.4555 || KD Loss: 0.0915|| 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: 1 day, 16:00:24 || Estimated Time: 1 day, 6:09:50
2023-07-26 02:46:55,968 semantic_segmentation INFO: Iters: 85530/150000 || Lr: 0.009354 || Task Loss: 0.5215 || KD Loss: 0.1084|| 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, 16:00:40 || Estimated Time: 1 day, 6:09:33
2023-07-26 02:47:11,928 semantic_segmentation INFO: Iters: 85540/150000 || Lr: 0.009352 || Task Loss: 0.4391 || KD Loss: 0.0658|| 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, 16:00:56 || Estimated Time: 1 day, 6:09:15
2023-07-26 02:47:27,919 semantic_segmentation INFO: Iters: 85550/150000 || Lr: 0.009351 || Task Loss: 0.3303 || KD Loss: 0.0389|| 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, 16:01:12 || Estimated Time: 1 day, 6:08:58
2023-07-26 02:47:43,917 semantic_segmentation INFO: Iters: 85560/150000 || Lr: 0.009350 || Task Loss: 0.4576 || KD Loss: 0.0864|| 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: 1 day, 16:01:28 || Estimated Time: 1 day, 6:08:40
2023-07-26 02:47:59,912 semantic_segmentation INFO: Iters: 85570/150000 || Lr: 0.009348 || Task Loss: 0.2840 || KD Loss: 0.0468|| 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, 16:01:44 || Estimated Time: 1 day, 6:08:23
2023-07-26 02:48:15,858 semantic_segmentation INFO: Iters: 85580/150000 || Lr: 0.009347 || Task Loss: 0.4419 || KD Loss: 0.0939|| 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, 16:02:00 || Estimated Time: 1 day, 6:08:05
2023-07-26 02:48:31,828 semantic_segmentation INFO: Iters: 85590/150000 || Lr: 0.009346 || Task Loss: 0.4319 || KD Loss: 0.0663|| 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, 16:02:16 || Estimated Time: 1 day, 6:07:48
2023-07-26 02:48:47,816 semantic_segmentation INFO: Iters: 85600/150000 || Lr: 0.009344 || Task Loss: 0.4577 || KD Loss: 0.1065|| 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, 16:02:32 || Estimated Time: 1 day, 6:07:30
2023-07-26 02:48:47,926 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 02:48:48,387 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 02:48:48,411 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-26 02:48:48,423 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.170
2023-07-26 02:48:48,438 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-26 02:48:48,452 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.236
2023-07-26 02:48:48,464 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.278
2023-07-26 02:48:48,477 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.321
2023-07-26 02:48:48,491 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.329
2023-07-26 02:48:48,503 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.329
2023-07-26 02:48:48,517 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.367
2023-07-26 02:48:48,530 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.422
2023-07-26 02:48:48,545 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.441
2023-07-26 02:48:48,557 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.432
2023-07-26 02:48:48,571 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.412
2023-07-26 02:48:48,584 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.924, mIoU: 0.411
2023-07-26 02:48:48,597 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.407
2023-07-26 02:48:48,607 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.925, mIoU: 0.406
2023-07-26 02:48:48,620 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.928, mIoU: 0.406
2023-07-26 02:48:48,634 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.403
2023-07-26 02:48:48,649 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.452
2023-07-26 02:48:48,663 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.453
2023-07-26 02:48:48,677 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.461
2023-07-26 02:48:48,691 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.492
2023-07-26 02:48:48,706 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.515
2023-07-26 02:48:48,721 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.522
2023-07-26 02:48:48,734 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.512
2023-07-26 02:48:48,748 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.516
2023-07-26 02:48:48,759 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.517
2023-07-26 02:48:48,774 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.508
2023-07-26 02:48:48,788 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.508
2023-07-26 02:48:48,802 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.510
2023-07-26 02:48:48,817 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.509
2023-07-26 02:48:48,831 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.515
2023-07-26 02:48:48,845 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.511
2023-07-26 02:48:48,859 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.550
2023-07-26 02:48:48,874 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.551
2023-07-26 02:48:48,886 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.550
2023-07-26 02:48:48,898 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.595
2023-07-26 02:48:48,914 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.604
2023-07-26 02:48:48,927 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.603
2023-07-26 02:48:48,939 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-26 02:48:48,953 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-26 02:48:48,967 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.619
2023-07-26 02:48:48,980 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.618
2023-07-26 02:48:48,994 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-26 02:48:49,009 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.630
2023-07-26 02:48:49,022 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-26 02:48:49,034 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-26 02:48:49,048 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.636
2023-07-26 02:48:49,064 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-26 02:48:49,079 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-26 02:48:49,093 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-26 02:48:49,106 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-26 02:48:49,121 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-26 02:48:49,135 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-26 02:48:49,148 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-26 02:48:49,163 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-26 02:48:49,179 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.628
2023-07-26 02:48:49,191 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.630
2023-07-26 02:48:49,205 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-26 02:48:49,218 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-26 02:48:49,232 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-26 02:48:49,244 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-26 02:48:49,261 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-26 02:48:49,273 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-26 02:48:49,287 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-26 02:48:49,301 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-26 02:48:49,313 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 02:48:49,327 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-26 02:48:49,341 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 02:48:49,355 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 02:48:49,369 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 02:48:49,384 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 02:48:49,399 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 02:48:49,414 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 02:48:49,428 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 02:48:49,443 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 02:48:49,452 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 02:48:49,468 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.722
2023-07-26 02:48:49,484 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 02:48:49,497 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-26 02:48:49,512 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-26 02:48:49,527 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 02:48:49,541 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 02:48:49,557 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 02:48:49,570 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 02:48:49,584 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 02:48:49,598 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 02:48:49,611 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-26 02:48:49,623 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-26 02:48:49,637 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.694
2023-07-26 02:48:49,651 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.694
2023-07-26 02:48:49,664 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 02:48:49,679 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.706
2023-07-26 02:48:49,692 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.703
2023-07-26 02:48:49,706 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-26 02:48:49,718 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-26 02:48:49,730 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.704
2023-07-26 02:48:49,743 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.704
2023-07-26 02:48:49,755 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.709
2023-07-26 02:48:49,769 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 02:48:49,782 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.708
2023-07-26 02:48:49,794 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 02:48:49,807 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.709
2023-07-26 02:48:49,821 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.698
2023-07-26 02:48:49,833 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-26 02:48:49,847 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-26 02:48:49,861 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-26 02:48:49,873 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 02:48:49,885 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 02:48:49,897 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 02:48:49,910 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.690
2023-07-26 02:48:49,924 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 02:48:49,937 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 02:48:49,951 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-26 02:48:49,963 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-26 02:48:49,976 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:49,990 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:50,003 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 02:48:50,018 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 02:48:50,033 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:50,046 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:50,059 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:50,074 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:50,089 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:50,097 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:50,108 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:50,124 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 02:48:50,133 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 02:48:50,146 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 02:48:50,160 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 02:48:50,174 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:48:50,186 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:48:50,200 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:50,212 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:50,224 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:50,238 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:48:50,251 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:48:50,265 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:50,277 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 02:48:50,291 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:48:50,305 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:50,319 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:50,334 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 02:48:50,348 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:48:50,361 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 02:48:50,376 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:50,389 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:48:50,398 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 02:48:50,412 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 02:48:50,426 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 02:48:50,442 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 02:48:50,455 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 02:48:50,472 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 02:48:50,484 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 02:48:50,498 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 02:48:50,512 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 02:48:50,526 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 02:48:50,540 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 02:48:50,554 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 02:48:50,568 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 02:48:50,582 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 02:48:50,594 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 02:48:50,608 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 02:48:50,620 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:48:50,632 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:48:50,644 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:48:50,658 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:48:50,672 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-26 02:48:50,686 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 02:48:50,701 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 02:48:50,714 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.922, mIoU: 0.658
2023-07-26 02:48:50,728 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 02:48:50,742 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-26 02:48:50,757 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 02:48:50,771 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.923, mIoU: 0.663
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2023-07-26 02:48:53,456 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-26 02:48:53,483 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-26 02:48:53,513 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-26 02:48:53,543 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 02:48:53,558 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 02:48:53,640 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.922, mIoU: 0.665
2023-07-26 02:48:53,655 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 02:48:53,669 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.923, mIoU: 0.665
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2023-07-26 02:48:53,711 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.922, mIoU: 0.666
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2023-07-26 02:48:53,736 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-26 02:48:53,764 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 02:48:53,779 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 02:48:53,793 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.923, mIoU: 0.668
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2023-07-26 02:48:53,860 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.924, mIoU: 0.668
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2023-07-26 02:48:53,889 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 02:48:53,903 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 02:48:53,917 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 02:48:53,929 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.924, mIoU: 0.667
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2023-07-26 02:48:53,958 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 02:48:53,972 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 02:48:53,984 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.923, mIoU: 0.667
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2023-07-26 02:48:54,033 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.923, mIoU: 0.666
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2023-07-26 02:48:54,076 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 02:48:54,090 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 02:48:54,102 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 02:48:54,117 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 02:48:54,131 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.924, mIoU: 0.669
2023-07-26 02:48:54,145 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.923, mIoU: 0.666
2023-07-26 02:48:54,158 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 02:48:54,172 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 02:48:54,184 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 02:48:54,200 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 02:48:54,212 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 02:48:54,226 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-26 02:48:54,253 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.923, mIoU: 0.672
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2023-07-26 02:48:54,282 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 02:48:54,294 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 02:48:54,309 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 02:48:54,324 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 02:48:54,337 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 02:48:54,352 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 02:48:54,366 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 02:48:54,381 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 02:48:54,396 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 02:48:54,410 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,425 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 02:48:54,438 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,453 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-26 02:48:54,751 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,766 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,781 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,795 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,810 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 02:48:54,824 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 02:48:54,836 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 02:48:54,850 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 02:48:54,865 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 02:48:54,877 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 02:48:54,891 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 02:48:54,902 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 02:48:54,917 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 02:48:54,930 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 02:48:54,944 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 02:48:54,958 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 02:48:54,973 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 02:48:54,982 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 02:48:54,995 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,009 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,023 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,035 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,048 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,060 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,075 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,089 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,103 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,111 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,126 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:55,140 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:55,153 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:55,167 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:55,181 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:55,194 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:55,209 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:55,221 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:55,236 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:55,251 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:55,267 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:55,281 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:55,295 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,307 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:55,322 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,336 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:48:55,350 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:48:55,364 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:48:55,379 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,394 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,409 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 02:48:55,421 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 02:48:55,435 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 02:48:55,449 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 02:48:55,464 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 02:48:55,478 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 02:48:55,492 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 02:48:55,505 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:48:55,519 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:48:55,533 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 02:48:55,547 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 02:48:55,561 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 02:48:55,572 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,586 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,598 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 02:48:55,609 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,620 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:55,633 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 02:48:55,739 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 02:48:55,778 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 02:48:55,806 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:55,820 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:55,832 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 02:48:55,911 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 02:48:55,927 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.925, mIoU: 0.683
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2023-07-26 02:48:55,970 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:55,985 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.926, mIoU: 0.685
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2023-07-26 02:48:56,013 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.926, mIoU: 0.685
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2023-07-26 02:48:56,100 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:56,116 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:56,126 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:56,140 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:56,154 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 02:48:56,165 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,179 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,191 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,204 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,218 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,232 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,244 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,256 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,268 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,281 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,295 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,309 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,322 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,335 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:56,347 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:56,361 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,376 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,388 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,402 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,417 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,431 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 02:48:56,444 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,458 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,469 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,483 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,497 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,510 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,524 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,539 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,551 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,565 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 02:48:56,579 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,592 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,604 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,618 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,632 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,646 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:56,660 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 02:48:56,675 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:48:56,689 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:48:56,703 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:48:56,716 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:48:56,730 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:48:56,742 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:48:56,758 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:56,772 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:56,786 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:56,799 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:56,813 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:56,826 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:56,840 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:56,855 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,870 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:56,884 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:56,898 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:56,913 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:56,926 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:56,940 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:56,953 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:56,967 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:56,984 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:56,998 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:57,012 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 02:48:57,022 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 02:48:57,034 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 02:48:57,048 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 02:48:57,060 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:57,073 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:57,086 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 02:48:57,098 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:57,112 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 02:48:57,127 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,141 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,156 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,169 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,182 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,195 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,209 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,223 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,238 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,252 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,267 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,281 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,293 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,308 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:48:57,322 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 02:48:57,334 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,346 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,359 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,374 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 02:48:57,388 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 02:48:57,400 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,414 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,429 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,443 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,455 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:48:57,467 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,475 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,489 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 02:48:57,503 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,517 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,532 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,546 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,560 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,576 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,590 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,602 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 02:48:57,616 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,630 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,644 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,658 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,670 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,682 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,695 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:48:57,708 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 02:48:57,720 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:48:57,733 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 02:48:57,746 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:48:57,760 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,775 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,786 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,800 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,812 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,823 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,837 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,852 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,866 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 02:48:57,880 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 02:48:57,894 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:57,908 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:57,921 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:57,935 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:57,950 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:57,966 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:57,981 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:57,995 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:48:58,010 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:48:58,022 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:48:58,034 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:48:58,047 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,062 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,077 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,090 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:48:58,103 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:48:58,117 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,131 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,146 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,160 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,175 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,187 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,202 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,214 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,227 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,242 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,256 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,271 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,284 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,298 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,313 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,325 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,337 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,352 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,367 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,381 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,396 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:48:58,408 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,420 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,434 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,447 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:48:58,461 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:48:58,477 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,490 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,504 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,517 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,531 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,546 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,559 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,572 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,586 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,601 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,613 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,627 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:48:58,641 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:48:58,654 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:48:58,667 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:48:58,681 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,695 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,711 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,723 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,736 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,748 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,764 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,776 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,789 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,804 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,818 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,831 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,846 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,861 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:48:58,876 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,891 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,904 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,916 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:58,929 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:58,942 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:58,955 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:58,967 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:58,982 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:58,994 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,007 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,020 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,035 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,049 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,064 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,076 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,088 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:48:59,102 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:48:59,116 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:48:59,130 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:48:59,144 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:48:59,157 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:48:59,169 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,180 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,194 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,209 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,222 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,235 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,246 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,259 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,273 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,287 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,300 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,313 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,326 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,340 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,353 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,367 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,379 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,393 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,408 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,420 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,436 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,450 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,465 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,479 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,494 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,508 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,522 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,536 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,550 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,565 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,578 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,593 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,605 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,620 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,633 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,648 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:48:59,662 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,673 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,687 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,702 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,716 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,729 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,743 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,758 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,770 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,784 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:48:59,798 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,813 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,826 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:48:59,837 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:48:59,853 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 02:48:59,868 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:48:59,882 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:48:59,895 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:48:59,909 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:48:59,924 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 02:48:59,938 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 02:48:59,953 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 02:48:59,965 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 02:48:59,979 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 02:48:59,992 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 02:49:00,007 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 02:49:00,020 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,032 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,047 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,059 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,073 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,087 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,102 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,116 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,129 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,143 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,156 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,171 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,184 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,199 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,213 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,222 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,236 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,248 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,263 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,277 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,292 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,304 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,318 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,332 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,345 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,360 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,375 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,387 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,402 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,416 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,430 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:00,442 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:00,456 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:00,470 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,485 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,497 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,511 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,526 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,538 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,551 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,565 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,578 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,592 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,605 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,619 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,633 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,648 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,662 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:00,677 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:00,692 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:00,704 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:00,717 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:00,731 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,744 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,758 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,772 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,787 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,801 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,816 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,828 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,840 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,855 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,869 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,880 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,894 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,906 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,921 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,933 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,948 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 02:49:00,962 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:00,975 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:00,983 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:00,998 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,012 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,024 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,037 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,051 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,065 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:01,077 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,091 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,104 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,119 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:01,133 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,146 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:01,161 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,176 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,188 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,202 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,216 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:01,230 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:01,242 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:01,256 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:01,271 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:01,285 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:01,292 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:01,305 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:01,318 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:01,330 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:01,342 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,356 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,370 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,385 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:01,397 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,409 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,424 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,435 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,450 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,463 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,477 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,492 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,506 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,520 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,531 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,543 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,557 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,571 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,585 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,600 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,614 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,624 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,634 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,647 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,658 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,672 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,685 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:01,699 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 02:49:01,714 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,729 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,743 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,757 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,772 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,786 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,801 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,815 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,829 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:01,843 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,858 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,870 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,883 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,896 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,908 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,923 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,935 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,949 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,963 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,979 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:01,993 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,005 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 02:49:02,019 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,033 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,047 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,061 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,074 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,086 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,101 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 02:49:02,115 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 02:49:02,129 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 02:49:02,143 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 02:49:02,158 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 02:49:02,173 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 02:49:02,187 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,201 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,213 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,228 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,238 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,250 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,265 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,277 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,290 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,305 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,319 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:02,333 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:02,348 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:02,361 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 02:49:02,375 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,387 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,401 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,414 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,427 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,441 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,453 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,467 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,479 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,494 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,508 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,523 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,537 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,551 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,564 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,575 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,590 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 02:49:02,602 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,615 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,631 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,646 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,660 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,673 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 02:49:02,685 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,699 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,714 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,728 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,741 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,753 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,768 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,782 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,797 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,811 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,825 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,838 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,852 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,866 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 02:49:02,880 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 02:49:02,895 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,909 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,923 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,936 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,951 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,966 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:02,981 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:02,993 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 02:49:03,007 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,022 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,038 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,050 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,064 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,079 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,092 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,107 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,121 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,136 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:49:03,148 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,162 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,178 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,191 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,205 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,217 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,225 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,240 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:03,254 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,267 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:03,282 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,296 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,309 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,321 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,335 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,350 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,364 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,380 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,394 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,410 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,423 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,436 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:03,450 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 02:49:03,478 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,490 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,503 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,517 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,531 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,545 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,559 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,571 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,586 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 02:49:03,642 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 02:49:03,683 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 02:49:03,740 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 02:49:03,781 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:03,793 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 02:49:03,833 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 02:49:03,899 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 02:49:04,036 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,048 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 02:49:04,075 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 02:49:04,089 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,104 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,118 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,130 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,144 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,158 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,171 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,185 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,199 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,213 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,227 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,239 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,251 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,266 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,281 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,294 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,307 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,321 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,337 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,350 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,360 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,374 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,389 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 02:49:04,403 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 02:49:04,417 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,430 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,444 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,457 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,469 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,483 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,498 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,512 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,526 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,541 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,555 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,569 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,583 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,595 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,610 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,625 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,641 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,655 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,669 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,680 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,694 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,710 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,724 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,736 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,751 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,767 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 02:49:04,782 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,793 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,807 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,821 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,832 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,846 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,860 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,874 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,886 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,898 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,912 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,926 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,940 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:04,952 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,967 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,979 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:04,992 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:05,006 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 02:49:05,021 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,035 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,049 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,065 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,077 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,091 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,105 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,120 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,134 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 02:49:05,146 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,159 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,174 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,188 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,202 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,214 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,227 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,241 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,255 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,268 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,281 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,295 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,309 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,323 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,337 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,351 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,366 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,379 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,393 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,407 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,420 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 02:49:05,434 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,448 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,462 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,476 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 02:49:05,490 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:05,504 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,518 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,532 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,546 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,560 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,575 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:05,588 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:05,603 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,617 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,630 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,642 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,657 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,672 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,684 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,699 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,713 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,727 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,741 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,756 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,770 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,785 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,797 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,809 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,822 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,834 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,847 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,861 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,875 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,887 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,899 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,913 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:05,925 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:05,938 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:05,952 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:05,967 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:05,981 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:05,995 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,007 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,021 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,035 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,048 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,062 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,077 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,091 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,104 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,118 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,133 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,146 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,161 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,173 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,188 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,202 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,217 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,231 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,243 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,258 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,273 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,287 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,302 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,316 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,330 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,345 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,355 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,368 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 02:49:06,381 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-26 02:49:06,436 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 02:49:06,499 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 02:49:06,527 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,539 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,553 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,568 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,580 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,594 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,608 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,621 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,635 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,645 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,664 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 02:49:06,694 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,708 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,720 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,732 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,746 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 02:49:06,760 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,775 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,787 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,800 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,815 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,830 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,844 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,856 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:06,871 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:06,887 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,903 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,917 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,932 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,939 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,954 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,971 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,983 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:06,997 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:07,011 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 02:49:07,025 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:07,040 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:07,054 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:07,068 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 02:49:07,082 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 02:49:07,094 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,108 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,123 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,137 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,151 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,165 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,181 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,193 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,207 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,221 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,235 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,248 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,261 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,276 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,290 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,304 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,318 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,332 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,346 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,360 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,372 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,386 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,399 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,413 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,428 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,442 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,456 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,469 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 02:49:07,483 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,497 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,512 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,526 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,540 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,554 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,569 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,581 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,595 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,608 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,622 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,637 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,651 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,665 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,680 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,696 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,705 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,719 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,732 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,746 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,760 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,775 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,789 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,801 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,810 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,825 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,839 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,853 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,865 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,879 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,893 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,906 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,920 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,934 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,948 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,962 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:07,974 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:07,988 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,002 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,017 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,029 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,043 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,057 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:08,071 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,086 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:08,098 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:08,111 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 02:49:08,125 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:08,141 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 02:49:24,177 semantic_segmentation INFO: Iters: 85610/150000 || Lr: 0.009343 || Task Loss: 0.4563 || KD Loss: 0.1308|| 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, 16:03:08 || Estimated Time: 1 day, 6:07:28
2023-07-26 02:49:40,195 semantic_segmentation INFO: Iters: 85620/150000 || Lr: 0.009342 || Task Loss: 0.3923 || KD Loss: 0.0457|| 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, 16:03:24 || Estimated Time: 1 day, 6:07:11
2023-07-26 02:49:56,266 semantic_segmentation INFO: Iters: 85630/150000 || Lr: 0.009340 || Task Loss: 0.7860 || KD Loss: 0.3892|| 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, 16:03:40 || Estimated Time: 1 day, 6:06:53
2023-07-26 02:50:12,405 semantic_segmentation INFO: Iters: 85640/150000 || Lr: 0.009339 || Task Loss: 0.3940 || KD Loss: 0.0843|| 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, 16:03:56 || Estimated Time: 1 day, 6:06:36
2023-07-26 02:50:28,508 semantic_segmentation INFO: Iters: 85650/150000 || Lr: 0.009338 || Task Loss: 0.4264 || KD Loss: 0.0867|| 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, 16:04:12 || Estimated Time: 1 day, 6:06:18
2023-07-26 02:50:44,635 semantic_segmentation INFO: Iters: 85660/150000 || Lr: 0.009337 || Task Loss: 0.3903 || KD Loss: 0.0969|| 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, 16:04:29 || Estimated Time: 1 day, 6:06:01
2023-07-26 02:51:00,706 semantic_segmentation INFO: Iters: 85670/150000 || Lr: 0.009335 || Task Loss: 0.2972 || KD Loss: 0.0480|| 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, 16:04:45 || Estimated Time: 1 day, 6:05:44
2023-07-26 02:51:16,797 semantic_segmentation INFO: Iters: 85680/150000 || Lr: 0.009334 || Task Loss: 0.4243 || KD Loss: 0.0618|| 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, 16:05:01 || Estimated Time: 1 day, 6:05:26
2023-07-26 02:51:32,794 semantic_segmentation INFO: Iters: 85690/150000 || Lr: 0.009333 || Task Loss: 0.4227 || KD Loss: 0.0442|| 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, 16:05:17 || Estimated Time: 1 day, 6:05:09
2023-07-26 02:51:48,852 semantic_segmentation INFO: Iters: 85700/150000 || Lr: 0.009331 || Task Loss: 0.5374 || KD Loss: 0.0866|| 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, 16:05:33 || Estimated Time: 1 day, 6:04:51
2023-07-26 02:52:04,925 semantic_segmentation INFO: Iters: 85710/150000 || Lr: 0.009330 || Task Loss: 0.2726 || KD Loss: 0.0797|| 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, 16:05:49 || Estimated Time: 1 day, 6:04:34
2023-07-26 02:52:20,935 semantic_segmentation INFO: Iters: 85720/150000 || Lr: 0.009329 || Task Loss: 0.4065 || KD Loss: 0.0497|| 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, 16:06:05 || Estimated Time: 1 day, 6:04:16
2023-07-26 02:52:36,980 semantic_segmentation INFO: Iters: 85730/150000 || Lr: 0.009327 || Task Loss: 0.5729 || KD Loss: 0.1844|| 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, 16:06:21 || Estimated Time: 1 day, 6:03:59
2023-07-26 02:52:53,013 semantic_segmentation INFO: Iters: 85740/150000 || Lr: 0.009326 || Task Loss: 0.5013 || KD Loss: 0.1183|| 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, 16:06:37 || Estimated Time: 1 day, 6:03:41
2023-07-26 02:53:09,025 semantic_segmentation INFO: Iters: 85750/150000 || Lr: 0.009325 || Task Loss: 0.3759 || KD Loss: 0.0561|| 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, 16:06:53 || Estimated Time: 1 day, 6:03:24
2023-07-26 02:53:25,129 semantic_segmentation INFO: Iters: 85760/150000 || Lr: 0.009323 || Task Loss: 0.4213 || KD Loss: 0.0718|| 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, 16:07:09 || Estimated Time: 1 day, 6:03:07
2023-07-26 02:53:41,130 semantic_segmentation INFO: Iters: 85770/150000 || Lr: 0.009322 || Task Loss: 0.4751 || KD Loss: 0.0999|| 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, 16:07:25 || Estimated Time: 1 day, 6:02:49
2023-07-26 02:53:57,173 semantic_segmentation INFO: Iters: 85780/150000 || Lr: 0.009321 || Task Loss: 0.3757 || KD Loss: 0.0682|| 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, 16:07:41 || Estimated Time: 1 day, 6:02:32
2023-07-26 02:54:13,199 semantic_segmentation INFO: Iters: 85790/150000 || Lr: 0.009320 || Task Loss: 0.3027 || KD Loss: 0.0609|| 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, 16:07:57 || Estimated Time: 1 day, 6:02:14
2023-07-26 02:54:29,215 semantic_segmentation INFO: Iters: 85800/150000 || Lr: 0.009318 || Task Loss: 0.4939 || KD Loss: 0.0685|| 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, 16:08:13 || Estimated Time: 1 day, 6:01:57
2023-07-26 02:54:45,233 semantic_segmentation INFO: Iters: 85810/150000 || Lr: 0.009317 || Task Loss: 0.3870 || KD Loss: 0.0836|| 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, 16:08:29 || Estimated Time: 1 day, 6:01:39
2023-07-26 02:55:01,253 semantic_segmentation INFO: Iters: 85820/150000 || Lr: 0.009316 || Task Loss: 0.4666 || KD Loss: 0.0877|| 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, 16:08:45 || Estimated Time: 1 day, 6:01:22
2023-07-26 02:55:17,179 semantic_segmentation INFO: Iters: 85830/150000 || Lr: 0.009314 || Task Loss: 0.6341 || KD Loss: 0.0827|| 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, 16:09:01 || Estimated Time: 1 day, 6:01:04
2023-07-26 02:55:33,283 semantic_segmentation INFO: Iters: 85840/150000 || Lr: 0.009313 || Task Loss: 0.4092 || KD Loss: 0.0504|| 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, 16:09:17 || Estimated Time: 1 day, 6:00:47
2023-07-26 02:55:49,248 semantic_segmentation INFO: Iters: 85850/150000 || Lr: 0.009312 || Task Loss: 0.5800 || KD Loss: 0.1057|| 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, 16:09:33 || Estimated Time: 1 day, 6:00:29
2023-07-26 02:56:05,234 semantic_segmentation INFO: Iters: 85860/150000 || Lr: 0.009310 || Task Loss: 0.2422 || KD Loss: 0.0508|| 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, 16:09:49 || Estimated Time: 1 day, 6:00:12
2023-07-26 02:56:21,222 semantic_segmentation INFO: Iters: 85870/150000 || Lr: 0.009309 || Task Loss: 0.2221 || KD Loss: 0.0458|| 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, 16:10:05 || Estimated Time: 1 day, 5:59:55
2023-07-26 02:56:37,178 semantic_segmentation INFO: Iters: 85880/150000 || Lr: 0.009308 || Task Loss: 0.3564 || KD Loss: 0.1072|| 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, 16:10:21 || Estimated Time: 1 day, 5:59:37
2023-07-26 02:56:53,192 semantic_segmentation INFO: Iters: 85890/150000 || Lr: 0.009307 || Task Loss: 0.3445 || KD Loss: 0.0640|| 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, 16:10:37 || Estimated Time: 1 day, 5:59:20
2023-07-26 02:57:09,190 semantic_segmentation INFO: Iters: 85900/150000 || Lr: 0.009305 || Task Loss: 0.2822 || KD Loss: 0.0530|| 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, 16:10:53 || Estimated Time: 1 day, 5:59:02
2023-07-26 02:57:25,216 semantic_segmentation INFO: Iters: 85910/150000 || Lr: 0.009304 || Task Loss: 0.4123 || KD Loss: 0.0556|| 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, 16:11:09 || Estimated Time: 1 day, 5:58:45
2023-07-26 02:57:41,244 semantic_segmentation INFO: Iters: 85920/150000 || Lr: 0.009303 || Task Loss: 0.3622 || KD Loss: 0.0882|| 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, 16:11:25 || Estimated Time: 1 day, 5:58:27
2023-07-26 02:57:57,277 semantic_segmentation INFO: Iters: 85930/150000 || Lr: 0.009301 || Task Loss: 0.4577 || KD Loss: 0.0910|| 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, 16:11:41 || Estimated Time: 1 day, 5:58:10
2023-07-26 02:58:13,293 semantic_segmentation INFO: Iters: 85940/150000 || Lr: 0.009300 || Task Loss: 0.3292 || KD Loss: 0.0580|| 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, 16:11:57 || Estimated Time: 1 day, 5:57:52
2023-07-26 02:58:29,328 semantic_segmentation INFO: Iters: 85950/150000 || Lr: 0.009299 || Task Loss: 0.3271 || KD Loss: 0.0639|| 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, 16:12:13 || Estimated Time: 1 day, 5:57:35
2023-07-26 02:58:45,344 semantic_segmentation INFO: Iters: 85960/150000 || Lr: 0.009297 || Task Loss: 0.3833 || KD Loss: 0.0590|| 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, 16:12:29 || Estimated Time: 1 day, 5:57:17
2023-07-26 02:59:01,388 semantic_segmentation INFO: Iters: 85970/150000 || Lr: 0.009296 || Task Loss: 0.3555 || KD Loss: 0.0414|| 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, 16:12:45 || Estimated Time: 1 day, 5:57:00
2023-07-26 02:59:17,446 semantic_segmentation INFO: Iters: 85980/150000 || Lr: 0.009295 || Task Loss: 0.2832 || KD Loss: 0.0459|| 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, 16:13:01 || Estimated Time: 1 day, 5:56:43
2023-07-26 02:59:33,503 semantic_segmentation INFO: Iters: 85990/150000 || Lr: 0.009293 || Task Loss: 0.3664 || KD Loss: 0.0641|| 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, 16:13:17 || Estimated Time: 1 day, 5:56:25
2023-07-26 02:59:51,789 semantic_segmentation INFO: Iters: 86000/150000 || Lr: 0.009292 || Task Loss: 0.4766 || KD Loss: 0.0903|| 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, 16:13:36 || Estimated Time: 1 day, 5:56:09
2023-07-26 03:00:08,808 semantic_segmentation INFO: Iters: 86010/150000 || Lr: 0.009291 || Task Loss: 0.3625 || KD Loss: 0.0571|| 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, 16:13:53 || Estimated Time: 1 day, 5:55:53
2023-07-26 03:00:24,777 semantic_segmentation INFO: Iters: 86020/150000 || Lr: 0.009290 || Task Loss: 0.3620 || 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: 1 day, 16:14:09 || Estimated Time: 1 day, 5:55:35
2023-07-26 03:00:40,849 semantic_segmentation INFO: Iters: 86030/150000 || Lr: 0.009288 || Task Loss: 0.3890 || KD Loss: 0.0812|| 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, 16:14:25 || Estimated Time: 1 day, 5:55:18
2023-07-26 03:00:56,803 semantic_segmentation INFO: Iters: 86040/150000 || Lr: 0.009287 || Task Loss: 0.3784 || KD Loss: 0.0499|| 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, 16:14:41 || Estimated Time: 1 day, 5:55:00
2023-07-26 03:01:12,822 semantic_segmentation INFO: Iters: 86050/150000 || Lr: 0.009286 || Task Loss: 0.2987 || KD Loss: 0.0589|| 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, 16:14:57 || Estimated Time: 1 day, 5:54:43
2023-07-26 03:01:28,865 semantic_segmentation INFO: Iters: 86060/150000 || Lr: 0.009284 || Task Loss: 0.4691 || KD Loss: 0.0966|| 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, 16:15:13 || Estimated Time: 1 day, 5:54:25
2023-07-26 03:01:44,842 semantic_segmentation INFO: Iters: 86070/150000 || Lr: 0.009283 || Task Loss: 0.2961 || KD Loss: 0.0399|| 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, 16:15:29 || Estimated Time: 1 day, 5:54:08
2023-07-26 03:02:00,868 semantic_segmentation INFO: Iters: 86080/150000 || Lr: 0.009282 || Task Loss: 0.5103 || KD Loss: 0.1183|| 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, 16:15:45 || Estimated Time: 1 day, 5:53:50
2023-07-26 03:02:16,879 semantic_segmentation INFO: Iters: 86090/150000 || Lr: 0.009280 || Task Loss: 0.3490 || KD Loss: 0.0537|| 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, 16:16:01 || Estimated Time: 1 day, 5:53:33
2023-07-26 03:02:32,866 semantic_segmentation INFO: Iters: 86100/150000 || Lr: 0.009279 || Task Loss: 0.3753 || KD Loss: 0.0923|| 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, 16:16:17 || Estimated Time: 1 day, 5:53:16
2023-07-26 03:02:48,897 semantic_segmentation INFO: Iters: 86110/150000 || Lr: 0.009278 || Task Loss: 0.3542 || KD Loss: 0.0680|| 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, 16:16:33 || Estimated Time: 1 day, 5:52:58
2023-07-26 03:03:04,884 semantic_segmentation INFO: Iters: 86120/150000 || Lr: 0.009276 || Task Loss: 0.4948 || KD Loss: 0.0959|| 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, 16:16:49 || Estimated Time: 1 day, 5:52:41
2023-07-26 03:03:20,902 semantic_segmentation INFO: Iters: 86130/150000 || Lr: 0.009275 || Task Loss: 0.4012 || KD Loss: 0.0525|| 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, 16:17:05 || Estimated Time: 1 day, 5:52:23
2023-07-26 03:03:36,879 semantic_segmentation INFO: Iters: 86140/150000 || Lr: 0.009274 || Task Loss: 0.4116 || KD Loss: 0.1118|| 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, 16:17:21 || Estimated Time: 1 day, 5:52:06
2023-07-26 03:03:52,952 semantic_segmentation INFO: Iters: 86150/150000 || Lr: 0.009273 || Task Loss: 0.2917 || KD Loss: 0.0664|| 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, 16:17:37 || Estimated Time: 1 day, 5:51:48
2023-07-26 03:04:08,988 semantic_segmentation INFO: Iters: 86160/150000 || Lr: 0.009271 || Task Loss: 0.4780 || KD Loss: 0.0630|| 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, 16:17:53 || Estimated Time: 1 day, 5:51:31
2023-07-26 03:04:24,997 semantic_segmentation INFO: Iters: 86170/150000 || Lr: 0.009270 || Task Loss: 0.4423 || KD Loss: 0.0959|| 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, 16:18:09 || Estimated Time: 1 day, 5:51:13
2023-07-26 03:04:41,069 semantic_segmentation INFO: Iters: 86180/150000 || Lr: 0.009269 || Task Loss: 0.3034 || KD Loss: 0.0630|| 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, 16:18:25 || Estimated Time: 1 day, 5:50:56
2023-07-26 03:04:57,048 semantic_segmentation INFO: Iters: 86190/150000 || Lr: 0.009267 || Task Loss: 0.3498 || KD Loss: 0.0759|| 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, 16:18:41 || Estimated Time: 1 day, 5:50:39
2023-07-26 03:05:13,054 semantic_segmentation INFO: Iters: 86200/150000 || Lr: 0.009266 || Task Loss: 0.3962 || KD Loss: 0.0794|| 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, 16:18:57 || Estimated Time: 1 day, 5:50:21
2023-07-26 03:05:29,111 semantic_segmentation INFO: Iters: 86210/150000 || Lr: 0.009265 || Task Loss: 0.3100 || KD Loss: 0.0409|| 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, 16:19:13 || Estimated Time: 1 day, 5:50:04
2023-07-26 03:05:45,150 semantic_segmentation INFO: Iters: 86220/150000 || Lr: 0.009263 || Task Loss: 0.2901 || KD Loss: 0.0634|| 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, 16:19:29 || Estimated Time: 1 day, 5:49:46
2023-07-26 03:06:01,223 semantic_segmentation INFO: Iters: 86230/150000 || Lr: 0.009262 || Task Loss: 0.4761 || KD Loss: 0.1005|| 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, 16:19:45 || Estimated Time: 1 day, 5:49:29
2023-07-26 03:06:17,291 semantic_segmentation INFO: Iters: 86240/150000 || Lr: 0.009261 || Task Loss: 0.3787 || KD Loss: 0.0404|| 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, 16:20:01 || Estimated Time: 1 day, 5:49:11
2023-07-26 03:06:33,311 semantic_segmentation INFO: Iters: 86250/150000 || Lr: 0.009259 || Task Loss: 0.3748 || KD Loss: 0.0783|| 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, 16:20:17 || Estimated Time: 1 day, 5:48:54
2023-07-26 03:06:49,382 semantic_segmentation INFO: Iters: 86260/150000 || Lr: 0.009258 || Task Loss: 0.3579 || KD Loss: 0.0651|| 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, 16:20:33 || Estimated Time: 1 day, 5:48:37
2023-07-26 03:07:05,450 semantic_segmentation INFO: Iters: 86270/150000 || Lr: 0.009257 || Task Loss: 0.4239 || KD Loss: 0.0742|| 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, 16:20:49 || Estimated Time: 1 day, 5:48:19
2023-07-26 03:07:21,462 semantic_segmentation INFO: Iters: 86280/150000 || Lr: 0.009256 || Task Loss: 0.3207 || KD Loss: 0.0564|| 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, 16:21:05 || Estimated Time: 1 day, 5:48:02
2023-07-26 03:07:37,497 semantic_segmentation INFO: Iters: 86290/150000 || Lr: 0.009254 || Task Loss: 0.2491 || KD Loss: 0.0535|| 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, 16:21:21 || Estimated Time: 1 day, 5:47:44
2023-07-26 03:07:53,533 semantic_segmentation INFO: Iters: 86300/150000 || Lr: 0.009253 || Task Loss: 0.4020 || KD Loss: 0.1002|| 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, 16:21:38 || Estimated Time: 1 day, 5:47:27
2023-07-26 03:08:09,614 semantic_segmentation INFO: Iters: 86310/150000 || Lr: 0.009252 || Task Loss: 0.3148 || KD Loss: 0.0983|| 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, 16:21:54 || Estimated Time: 1 day, 5:47:10
2023-07-26 03:08:25,649 semantic_segmentation INFO: Iters: 86320/150000 || Lr: 0.009250 || Task Loss: 0.3526 || KD Loss: 0.0689|| 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, 16:22:10 || Estimated Time: 1 day, 5:46:52
2023-07-26 03:08:41,703 semantic_segmentation INFO: Iters: 86330/150000 || Lr: 0.009249 || Task Loss: 0.4422 || KD Loss: 0.0543|| 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, 16:22:26 || Estimated Time: 1 day, 5:46:35
2023-07-26 03:08:57,724 semantic_segmentation INFO: Iters: 86340/150000 || Lr: 0.009248 || Task Loss: 0.3985 || KD Loss: 0.0744|| 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, 16:22:42 || Estimated Time: 1 day, 5:46:17
2023-07-26 03:09:13,704 semantic_segmentation INFO: Iters: 86350/150000 || Lr: 0.009246 || Task Loss: 0.3790 || KD Loss: 0.0764|| 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, 16:22:58 || Estimated Time: 1 day, 5:46:00
2023-07-26 03:09:29,744 semantic_segmentation INFO: Iters: 86360/150000 || Lr: 0.009245 || Task Loss: 0.2349 || KD Loss: 0.0504|| 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, 16:23:14 || Estimated Time: 1 day, 5:45:42
2023-07-26 03:09:45,767 semantic_segmentation INFO: Iters: 86370/150000 || Lr: 0.009244 || Task Loss: 0.3545 || KD Loss: 0.0403|| 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, 16:23:30 || Estimated Time: 1 day, 5:45:25
2023-07-26 03:10:01,772 semantic_segmentation INFO: Iters: 86380/150000 || Lr: 0.009242 || Task Loss: 0.3019 || KD Loss: 0.0469|| 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, 16:23:46 || Estimated Time: 1 day, 5:45:07
2023-07-26 03:10:17,805 semantic_segmentation INFO: Iters: 86390/150000 || Lr: 0.009241 || Task Loss: 0.2810 || KD Loss: 0.0466|| 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, 16:24:02 || Estimated Time: 1 day, 5:44:50
2023-07-26 03:10:33,846 semantic_segmentation INFO: Iters: 86400/150000 || Lr: 0.009240 || Task Loss: 0.4255 || KD Loss: 0.0423|| 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, 16:24:18 || Estimated Time: 1 day, 5:44:33
2023-07-26 03:10:33,969 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 03:10:34,418 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 03:10:34,435 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.134
2023-07-26 03:10:34,459 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-26 03:10:34,472 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.167
2023-07-26 03:10:34,485 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.240
2023-07-26 03:10:34,497 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.285
2023-07-26 03:10:34,510 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.329
2023-07-26 03:10:34,525 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.335
2023-07-26 03:10:34,537 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.375
2023-07-26 03:10:34,550 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.412
2023-07-26 03:10:34,564 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.453
2023-07-26 03:10:34,578 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.500
2023-07-26 03:10:34,590 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.490
2023-07-26 03:10:34,604 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.473
2023-07-26 03:10:34,618 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.471
2023-07-26 03:10:34,630 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.466
2023-07-26 03:10:34,640 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.452
2023-07-26 03:10:34,652 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.453
2023-07-26 03:10:34,666 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.457
2023-07-26 03:10:34,681 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.501
2023-07-26 03:10:34,695 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.502
2023-07-26 03:10:34,709 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.511
2023-07-26 03:10:34,723 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.546
2023-07-26 03:10:34,739 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.543
2023-07-26 03:10:34,755 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.542
2023-07-26 03:10:34,768 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.546
2023-07-26 03:10:34,783 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.550
2023-07-26 03:10:34,794 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.551
2023-07-26 03:10:34,809 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.540
2023-07-26 03:10:34,824 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.541
2023-07-26 03:10:34,837 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.541
2023-07-26 03:10:34,853 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.541
2023-07-26 03:10:34,867 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.549
2023-07-26 03:10:34,882 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.544
2023-07-26 03:10:34,896 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.570
2023-07-26 03:10:34,912 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-26 03:10:34,925 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.927, mIoU: 0.569
2023-07-26 03:10:34,937 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-26 03:10:34,952 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-26 03:10:34,965 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.591
2023-07-26 03:10:34,978 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.617
2023-07-26 03:10:34,992 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.617
2023-07-26 03:10:35,005 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.606
2023-07-26 03:10:35,018 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.606
2023-07-26 03:10:35,031 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.616
2023-07-26 03:10:35,045 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.921, mIoU: 0.621
2023-07-26 03:10:35,057 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-26 03:10:35,070 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-26 03:10:35,083 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-26 03:10:35,098 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-26 03:10:35,114 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.924, mIoU: 0.626
2023-07-26 03:10:35,129 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-26 03:10:35,142 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.625
2023-07-26 03:10:35,157 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-26 03:10:35,172 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.633
2023-07-26 03:10:35,185 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-26 03:10:35,199 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-26 03:10:35,215 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.627
2023-07-26 03:10:35,228 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.628
2023-07-26 03:10:35,242 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-26 03:10:35,255 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-26 03:10:35,269 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.650
2023-07-26 03:10:35,281 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-26 03:10:35,298 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-26 03:10:35,311 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-26 03:10:35,325 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-26 03:10:35,340 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-26 03:10:35,352 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 03:10:35,366 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 03:10:35,381 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:10:35,396 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:10:35,410 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:10:35,425 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 03:10:35,439 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 03:10:35,453 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 03:10:35,468 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:10:35,482 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 03:10:35,492 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 03:10:35,506 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.719
2023-07-26 03:10:35,522 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.721
2023-07-26 03:10:35,535 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.721
2023-07-26 03:10:35,550 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.721
2023-07-26 03:10:35,565 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.719
2023-07-26 03:10:35,580 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.718
2023-07-26 03:10:35,595 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.719
2023-07-26 03:10:35,610 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.721
2023-07-26 03:10:35,624 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 03:10:35,638 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:10:35,653 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 03:10:35,665 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 03:10:35,680 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 03:10:35,695 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 03:10:35,709 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 03:10:35,724 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.722
2023-07-26 03:10:35,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.717
2023-07-26 03:10:35,752 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-26 03:10:35,765 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.715
2023-07-26 03:10:35,777 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.716
2023-07-26 03:10:35,791 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.716
2023-07-26 03:10:35,803 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.718
2023-07-26 03:10:35,817 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.717
2023-07-26 03:10:35,831 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 03:10:35,843 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.715
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2023-07-26 03:10:41,206 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.929, mIoU: 0.701
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2023-07-26 03:10:41,387 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.928, mIoU: 0.695
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2023-07-26 03:10:41,459 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.927, mIoU: 0.689
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2023-07-26 03:10:42,159 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.929, mIoU: 0.698
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2023-07-26 03:10:42,539 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:10:42,553 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:10:42,567 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:10:42,582 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.929, mIoU: 0.697
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2023-07-26 03:10:42,636 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-26 03:10:42,735 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 03:10:42,831 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 03:10:42,912 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:10:42,928 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:10:42,942 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:10:42,956 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:10:42,970 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:10:42,984 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:10:42,998 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 03:10:43,011 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 03:10:43,026 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.930, mIoU: 0.705
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2023-07-26 03:10:43,232 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 03:10:43,326 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 03:10:43,871 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 03:10:43,882 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,896 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,910 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,925 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,939 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:43,953 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:43,967 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,979 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:43,994 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,008 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,025 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,039 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,054 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:44,069 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:44,082 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:44,095 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:44,107 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,121 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,137 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,150 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,162 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,176 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,190 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,204 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,219 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,233 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,245 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:44,260 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,272 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,285 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,299 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,313 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,328 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,340 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,355 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,370 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,383 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,396 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:10:44,411 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:44,427 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,442 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,456 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,468 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:10:44,480 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:10:44,494 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:10:44,507 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:44,522 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,538 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,551 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,567 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,579 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,594 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,608 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,620 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,633 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,647 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,661 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,673 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:44,688 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,702 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,715 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,727 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,741 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:10:44,756 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:10:44,772 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:10:44,784 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:10:44,798 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,810 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:10:44,825 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,837 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 03:10:44,850 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 03:10:44,864 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,878 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,890 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,905 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,921 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:44,935 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,950 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,962 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,974 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:44,987 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,000 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,012 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,024 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,039 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,052 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,064 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,078 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,093 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,108 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,123 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,135 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:45,148 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:45,162 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:45,176 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:45,191 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:45,205 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:45,218 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:45,230 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,242 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,257 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,272 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,286 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,300 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,310 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,323 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,338 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,352 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:10:45,365 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,379 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,391 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,406 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,419 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,433 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,445 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,459 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,472 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:10:45,485 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,499 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,513 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,527 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,541 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,555 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,569 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,583 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,598 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,612 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,627 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,640 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,654 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,666 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,682 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,695 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,711 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,726 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,737 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,751 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,767 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,782 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,794 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:45,808 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:45,822 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:45,834 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,847 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,861 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:45,875 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,887 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:45,898 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:45,913 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:45,927 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:45,941 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:45,953 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:45,967 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:45,981 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:45,995 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,009 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,021 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,035 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,047 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,061 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:10:46,075 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,087 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,104 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,117 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,131 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,145 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,159 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,173 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,186 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,200 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,214 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,230 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,244 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,259 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,273 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,283 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,297 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,309 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,324 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,338 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,353 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,366 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,381 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,395 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,408 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,424 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,438 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,450 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,464 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,478 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,491 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,503 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,517 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,530 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,545 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:46,557 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,570 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,584 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,596 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,609 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,623 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,635 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,649 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,661 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:10:46,675 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,689 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,703 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,718 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,732 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,746 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,759 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,771 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,785 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,798 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,810 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,825 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,839 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:46,853 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:46,868 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:46,881 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,893 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,909 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:46,924 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,936 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,951 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:46,963 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,978 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:46,991 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,006 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,021 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,035 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,044 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,059 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,075 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,088 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,102 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,118 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,134 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,147 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,162 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,177 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,192 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,207 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,222 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,237 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,251 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,263 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,277 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,290 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,303 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,315 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:47,329 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,342 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,356 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,363 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,374 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,386 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,398 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,409 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:47,422 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:47,435 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:47,449 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:47,460 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,472 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,485 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,495 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,509 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,521 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:10:47,534 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:10:47,548 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,562 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,575 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,586 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,598 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,611 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,625 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,638 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,652 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,664 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,673 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,684 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,696 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,706 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,720 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:47,732 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,745 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:47,760 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:10:47,774 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:10:47,786 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:10:47,800 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:10:47,814 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,828 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,843 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,856 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,870 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,885 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,901 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,913 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:47,925 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:47,940 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:47,952 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:47,968 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:47,981 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:47,995 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,010 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,027 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,042 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,054 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,069 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,083 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,097 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,111 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,124 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 03:10:48,138 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 03:10:48,152 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 03:10:48,166 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:10:48,181 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:10:48,195 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:10:48,209 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:10:48,224 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:10:48,238 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,252 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,264 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,279 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,289 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,301 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,316 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,327 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,341 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,356 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:10:48,370 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,385 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,400 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,415 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,429 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,440 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,455 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,467 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,481 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,495 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,507 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,521 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,533 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:10:48,547 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,561 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,575 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:48,589 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:48,603 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:10:48,615 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,626 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,640 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:10:48,652 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,665 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,680 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,695 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:10:48,709 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 03:10:48,734 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:48,749 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:48,764 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:48,779 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:10:48,792 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 03:10:48,834 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 03:10:48,936 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 03:10:48,978 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:10:48,990 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:49,004 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:49,018 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 03:10:49,044 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:10:49,058 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,072 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,088 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,101 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,115 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,130 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,145 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 03:10:49,233 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:49,261 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,273 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:10:49,281 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:49,321 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:49,335 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:49,349 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:49,361 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:10:49,401 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:49,415 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 03:10:49,512 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 03:10:49,549 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:49,735 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:49,918 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:10:49,933 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:50,074 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:10:50,086 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 03:10:50,341 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 03:10:50,483 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:50,496 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:10:50,509 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 03:10:50,741 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 03:10:50,768 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 03:10:51,535 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 03:10:51,727 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:10:51,742 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:10:51,756 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 03:10:51,785 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,799 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,814 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,826 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,839 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,851 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,864 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:10:51,876 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:10:51,906 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:51,918 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:51,931 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:51,945 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:10:51,997 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:52,011 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:10:52,123 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:10:52,135 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:10:52,150 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,278 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,307 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,321 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:10:52,349 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,363 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,377 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 03:10:52,387 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 03:10:52,401 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,413 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:10:52,531 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,545 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:10:52,559 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:10:52,667 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:10:52,786 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,879 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,939 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,962 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:52,988 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:10:53,000 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:10:53,014 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:10:53,041 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:10:53,056 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:10:53,070 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 03:10:53,211 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:10:53,239 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:53,253 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:10:53,292 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:53,306 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:53,320 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:10:53,334 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:10:53,348 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,389 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,404 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,416 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,430 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,445 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,458 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,472 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,485 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,499 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,637 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:10:53,651 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 03:10:53,695 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,708 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,744 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,759 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,787 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,947 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:53,960 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 03:10:53,986 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,000 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,014 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,029 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,041 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,055 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,069 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,083 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,098 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,111 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,124 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,139 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:10:54,155 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:11:10,123 semantic_segmentation INFO: Iters: 86410/150000 || Lr: 0.009239 || Task Loss: 0.4958 || KD Loss: 0.0788|| 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, 16:24:54 || Estimated Time: 1 day, 5:44:30
2023-07-26 03:11:26,121 semantic_segmentation INFO: Iters: 86420/150000 || Lr: 0.009237 || Task Loss: 0.4199 || KD Loss: 0.0702|| 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, 16:25:10 || Estimated Time: 1 day, 5:44:13
2023-07-26 03:11:42,233 semantic_segmentation INFO: Iters: 86430/150000 || Lr: 0.009236 || Task Loss: 0.3724 || KD Loss: 0.0716|| 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, 16:25:26 || Estimated Time: 1 day, 5:43:55
2023-07-26 03:11:58,290 semantic_segmentation INFO: Iters: 86440/150000 || Lr: 0.009235 || Task Loss: 0.3074 || KD Loss: 0.0549|| 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, 16:25:42 || Estimated Time: 1 day, 5:43:38
2023-07-26 03:12:14,395 semantic_segmentation INFO: Iters: 86450/150000 || Lr: 0.009233 || Task Loss: 0.2836 || KD Loss: 0.0487|| 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, 16:25:58 || Estimated Time: 1 day, 5:43:20
2023-07-26 03:12:30,493 semantic_segmentation INFO: Iters: 86460/150000 || Lr: 0.009232 || Task Loss: 0.4871 || KD Loss: 0.0975|| 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, 16:26:14 || Estimated Time: 1 day, 5:43:03
2023-07-26 03:12:46,511 semantic_segmentation INFO: Iters: 86470/150000 || Lr: 0.009231 || Task Loss: 0.4106 || KD Loss: 0.0740|| 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, 16:26:30 || Estimated Time: 1 day, 5:42:46
2023-07-26 03:13:02,538 semantic_segmentation INFO: Iters: 86480/150000 || Lr: 0.009229 || Task Loss: 0.3231 || KD Loss: 0.0820|| 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, 16:26:47 || Estimated Time: 1 day, 5:42:28
2023-07-26 03:13:18,834 semantic_segmentation INFO: Iters: 86490/150000 || Lr: 0.009228 || Task Loss: 0.3690 || KD Loss: 0.0469|| 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, 16:27:03 || Estimated Time: 1 day, 5:42:11
2023-07-26 03:13:34,861 semantic_segmentation INFO: Iters: 86500/150000 || Lr: 0.009227 || Task Loss: 0.3728 || KD Loss: 0.0660|| 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, 16:27:19 || Estimated Time: 1 day, 5:41:54
2023-07-26 03:13:50,883 semantic_segmentation INFO: Iters: 86510/150000 || Lr: 0.009225 || Task Loss: 0.3848 || KD Loss: 0.0859|| 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, 16:27:35 || Estimated Time: 1 day, 5:41:36
2023-07-26 03:14:07,007 semantic_segmentation INFO: Iters: 86520/150000 || Lr: 0.009224 || Task Loss: 0.4064 || KD Loss: 0.0647|| 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, 16:27:51 || Estimated Time: 1 day, 5:41:19
2023-07-26 03:14:22,976 semantic_segmentation INFO: Iters: 86530/150000 || Lr: 0.009223 || Task Loss: 0.4887 || KD Loss: 0.0698|| 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, 16:28:07 || Estimated Time: 1 day, 5:41:01
2023-07-26 03:14:39,022 semantic_segmentation INFO: Iters: 86540/150000 || Lr: 0.009222 || Task Loss: 0.3469 || KD Loss: 0.0743|| 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, 16:28:23 || Estimated Time: 1 day, 5:40:44
2023-07-26 03:14:55,125 semantic_segmentation INFO: Iters: 86550/150000 || Lr: 0.009220 || Task Loss: 0.2334 || KD Loss: 0.0406|| 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, 16:28:39 || Estimated Time: 1 day, 5:40:26
2023-07-26 03:15:11,172 semantic_segmentation INFO: Iters: 86560/150000 || Lr: 0.009219 || Task Loss: 0.4547 || KD Loss: 0.0845|| 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, 16:28:55 || Estimated Time: 1 day, 5:40:09
2023-07-26 03:15:27,285 semantic_segmentation INFO: Iters: 86570/150000 || Lr: 0.009218 || Task Loss: 0.4825 || KD Loss: 0.1200|| 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, 16:29:11 || Estimated Time: 1 day, 5:39:52
2023-07-26 03:15:43,442 semantic_segmentation INFO: Iters: 86580/150000 || Lr: 0.009216 || Task Loss: 0.3979 || KD Loss: 0.0728|| 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, 16:29:27 || Estimated Time: 1 day, 5:39:34
2023-07-26 03:15:59,508 semantic_segmentation INFO: Iters: 86590/150000 || Lr: 0.009215 || Task Loss: 0.4709 || KD Loss: 0.0750|| 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, 16:29:43 || Estimated Time: 1 day, 5:39:17
2023-07-26 03:16:15,647 semantic_segmentation INFO: Iters: 86600/150000 || Lr: 0.009214 || Task Loss: 0.4291 || KD Loss: 0.0888|| 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, 16:30:00 || Estimated Time: 1 day, 5:39:00
2023-07-26 03:16:31,715 semantic_segmentation INFO: Iters: 86610/150000 || Lr: 0.009212 || Task Loss: 0.4182 || KD Loss: 0.0803|| 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, 16:30:16 || Estimated Time: 1 day, 5:38:42
2023-07-26 03:16:47,731 semantic_segmentation INFO: Iters: 86620/150000 || Lr: 0.009211 || Task Loss: 0.2877 || KD Loss: 0.0641|| 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, 16:30:32 || Estimated Time: 1 day, 5:38:25
2023-07-26 03:17:03,725 semantic_segmentation INFO: Iters: 86630/150000 || Lr: 0.009210 || Task Loss: 0.2602 || KD Loss: 0.0560|| 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, 16:30:48 || Estimated Time: 1 day, 5:38:07
2023-07-26 03:17:19,715 semantic_segmentation INFO: Iters: 86640/150000 || Lr: 0.009208 || Task Loss: 0.5147 || KD Loss: 0.1106|| 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: 1 day, 16:31:04 || Estimated Time: 1 day, 5:37:50
2023-07-26 03:17:35,756 semantic_segmentation INFO: Iters: 86650/150000 || Lr: 0.009207 || Task Loss: 0.4421 || KD Loss: 0.0725|| 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, 16:31:20 || Estimated Time: 1 day, 5:37:32
2023-07-26 03:17:51,811 semantic_segmentation INFO: Iters: 86660/150000 || Lr: 0.009206 || Task Loss: 0.3609 || KD Loss: 0.0829|| 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, 16:31:36 || Estimated Time: 1 day, 5:37:15
2023-07-26 03:18:07,867 semantic_segmentation INFO: Iters: 86670/150000 || Lr: 0.009205 || Task Loss: 0.2972 || KD Loss: 0.0548|| 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, 16:31:52 || Estimated Time: 1 day, 5:36:58
2023-07-26 03:18:23,857 semantic_segmentation INFO: Iters: 86680/150000 || Lr: 0.009203 || Task Loss: 0.2934 || KD Loss: 0.0521|| 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, 16:32:08 || Estimated Time: 1 day, 5:36:40
2023-07-26 03:18:39,862 semantic_segmentation INFO: Iters: 86690/150000 || Lr: 0.009202 || Task Loss: 0.4146 || KD Loss: 0.0886|| 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, 16:32:24 || Estimated Time: 1 day, 5:36:23
2023-07-26 03:18:55,851 semantic_segmentation INFO: Iters: 86700/150000 || Lr: 0.009201 || Task Loss: 0.3794 || KD Loss: 0.0426|| 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, 16:32:40 || Estimated Time: 1 day, 5:36:05
2023-07-26 03:19:11,877 semantic_segmentation INFO: Iters: 86710/150000 || Lr: 0.009199 || Task Loss: 0.2869 || KD Loss: 0.0551|| 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, 16:32:56 || Estimated Time: 1 day, 5:35:48
2023-07-26 03:19:27,893 semantic_segmentation INFO: Iters: 86720/150000 || Lr: 0.009198 || Task Loss: 0.3347 || KD Loss: 0.0389|| 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, 16:33:12 || Estimated Time: 1 day, 5:35:30
2023-07-26 03:19:43,899 semantic_segmentation INFO: Iters: 86730/150000 || Lr: 0.009197 || Task Loss: 0.5709 || KD Loss: 0.1386|| 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, 16:33:28 || Estimated Time: 1 day, 5:35:13
2023-07-26 03:19:59,928 semantic_segmentation INFO: Iters: 86740/150000 || Lr: 0.009195 || Task Loss: 0.4151 || KD Loss: 0.0700|| 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, 16:33:44 || Estimated Time: 1 day, 5:34:56
2023-07-26 03:20:15,990 semantic_segmentation INFO: Iters: 86750/150000 || Lr: 0.009194 || Task Loss: 0.3578 || KD Loss: 0.1253|| 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, 16:34:00 || Estimated Time: 1 day, 5:34:38
2023-07-26 03:20:31,996 semantic_segmentation INFO: Iters: 86760/150000 || Lr: 0.009193 || Task Loss: 0.3723 || KD Loss: 0.0846|| 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, 16:34:16 || Estimated Time: 1 day, 5:34:21
2023-07-26 03:20:47,980 semantic_segmentation INFO: Iters: 86770/150000 || Lr: 0.009191 || Task Loss: 0.2970 || 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: 1 day, 16:34:32 || Estimated Time: 1 day, 5:34:03
2023-07-26 03:21:03,958 semantic_segmentation INFO: Iters: 86780/150000 || Lr: 0.009190 || Task Loss: 0.4531 || KD Loss: 0.0865|| 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, 16:34:48 || Estimated Time: 1 day, 5:33:46
2023-07-26 03:21:20,011 semantic_segmentation INFO: Iters: 86790/150000 || Lr: 0.009189 || Task Loss: 0.3990 || KD Loss: 0.0592|| 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, 16:35:04 || Estimated Time: 1 day, 5:33:28
2023-07-26 03:21:36,157 semantic_segmentation INFO: Iters: 86800/150000 || Lr: 0.009188 || Task Loss: 0.4724 || KD Loss: 0.0766|| 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, 16:35:20 || Estimated Time: 1 day, 5:33:11
2023-07-26 03:21:52,182 semantic_segmentation INFO: Iters: 86810/150000 || Lr: 0.009186 || Task Loss: 0.3898 || KD Loss: 0.0776|| 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, 16:35:36 || Estimated Time: 1 day, 5:32:54
2023-07-26 03:22:08,822 semantic_segmentation INFO: Iters: 86820/150000 || Lr: 0.009185 || Task Loss: 0.3782 || KD Loss: 0.0720|| 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, 16:35:53 || Estimated Time: 1 day, 5:32:37
2023-07-26 03:22:27,613 semantic_segmentation INFO: Iters: 86830/150000 || Lr: 0.009184 || Task Loss: 0.3933 || KD Loss: 0.0619|| 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, 16:36:12 || Estimated Time: 1 day, 5:32:21
2023-07-26 03:22:43,690 semantic_segmentation INFO: Iters: 86840/150000 || Lr: 0.009182 || Task Loss: 0.6043 || KD Loss: 0.1462|| 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, 16:36:28 || Estimated Time: 1 day, 5:32:04
2023-07-26 03:22:59,738 semantic_segmentation INFO: Iters: 86850/150000 || Lr: 0.009181 || Task Loss: 0.5422 || KD Loss: 0.1719|| 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, 16:36:44 || Estimated Time: 1 day, 5:31:47
2023-07-26 03:23:15,833 semantic_segmentation INFO: Iters: 86860/150000 || Lr: 0.009180 || Task Loss: 0.4662 || KD Loss: 0.1154|| 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, 16:37:00 || Estimated Time: 1 day, 5:31:29
2023-07-26 03:23:31,841 semantic_segmentation INFO: Iters: 86870/150000 || Lr: 0.009178 || Task Loss: 0.5087 || KD Loss: 0.1444|| 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, 16:37:16 || Estimated Time: 1 day, 5:31:12
2023-07-26 03:23:47,979 semantic_segmentation INFO: Iters: 86880/150000 || Lr: 0.009177 || Task Loss: 0.3880 || KD Loss: 0.0891|| 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, 16:37:32 || Estimated Time: 1 day, 5:30:54
2023-07-26 03:24:04,089 semantic_segmentation INFO: Iters: 86890/150000 || Lr: 0.009176 || Task Loss: 0.4427 || KD Loss: 0.0979|| 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, 16:37:48 || Estimated Time: 1 day, 5:30:37
2023-07-26 03:24:20,225 semantic_segmentation INFO: Iters: 86900/150000 || Lr: 0.009174 || Task Loss: 0.3615 || KD Loss: 0.1087|| 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, 16:38:04 || Estimated Time: 1 day, 5:30:20
2023-07-26 03:24:36,290 semantic_segmentation INFO: Iters: 86910/150000 || Lr: 0.009173 || Task Loss: 0.4899 || KD Loss: 0.1536|| 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, 16:38:20 || Estimated Time: 1 day, 5:30:02
2023-07-26 03:24:52,333 semantic_segmentation INFO: Iters: 86920/150000 || Lr: 0.009172 || Task Loss: 0.3634 || KD Loss: 0.0547|| 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, 16:38:36 || Estimated Time: 1 day, 5:29:45
2023-07-26 03:25:08,382 semantic_segmentation INFO: Iters: 86930/150000 || Lr: 0.009171 || Task Loss: 0.4882 || KD Loss: 0.1310|| 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, 16:38:52 || Estimated Time: 1 day, 5:29:27
2023-07-26 03:25:24,370 semantic_segmentation INFO: Iters: 86940/150000 || Lr: 0.009169 || Task Loss: 0.4124 || KD Loss: 0.0912|| 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, 16:39:08 || Estimated Time: 1 day, 5:29:10
2023-07-26 03:25:40,363 semantic_segmentation INFO: Iters: 86950/150000 || Lr: 0.009168 || Task Loss: 0.5373 || KD Loss: 0.2027|| 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, 16:39:24 || Estimated Time: 1 day, 5:28:53
2023-07-26 03:25:56,367 semantic_segmentation INFO: Iters: 86960/150000 || Lr: 0.009167 || Task Loss: 0.3421 || KD Loss: 0.0434|| 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, 16:39:40 || Estimated Time: 1 day, 5:28:35
2023-07-26 03:26:12,436 semantic_segmentation INFO: Iters: 86970/150000 || Lr: 0.009165 || Task Loss: 0.2725 || KD Loss: 0.0433|| 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, 16:39:56 || Estimated Time: 1 day, 5:28:18
2023-07-26 03:26:28,420 semantic_segmentation INFO: Iters: 86980/150000 || Lr: 0.009164 || Task Loss: 0.4548 || KD Loss: 0.0580|| 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, 16:40:12 || Estimated Time: 1 day, 5:28:00
2023-07-26 03:26:44,492 semantic_segmentation INFO: Iters: 86990/150000 || Lr: 0.009163 || Task Loss: 0.4743 || KD Loss: 0.1493|| 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, 16:40:28 || Estimated Time: 1 day, 5:27:43
2023-07-26 03:27:00,542 semantic_segmentation INFO: Iters: 87000/150000 || Lr: 0.009161 || Task Loss: 0.3339 || KD Loss: 0.0562|| 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, 16:40:45 || Estimated Time: 1 day, 5:27:26
2023-07-26 03:27:16,491 semantic_segmentation INFO: Iters: 87010/150000 || Lr: 0.009160 || Task Loss: 0.5758 || KD Loss: 0.1382|| 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, 16:41:00 || Estimated Time: 1 day, 5:27:08
2023-07-26 03:27:32,505 semantic_segmentation INFO: Iters: 87020/150000 || Lr: 0.009159 || Task Loss: 0.5529 || KD Loss: 0.1331|| 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, 16:41:16 || Estimated Time: 1 day, 5:26:51
2023-07-26 03:27:48,557 semantic_segmentation INFO: Iters: 87030/150000 || Lr: 0.009157 || Task Loss: 0.3761 || KD Loss: 0.1003|| 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, 16:41:33 || Estimated Time: 1 day, 5:26:33
2023-07-26 03:28:04,618 semantic_segmentation INFO: Iters: 87040/150000 || Lr: 0.009156 || Task Loss: 0.3835 || KD Loss: 0.0877|| 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, 16:41:49 || Estimated Time: 1 day, 5:26:16
2023-07-26 03:28:20,665 semantic_segmentation INFO: Iters: 87050/150000 || Lr: 0.009155 || Task Loss: 0.3850 || KD Loss: 0.0645|| 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, 16:42:05 || Estimated Time: 1 day, 5:25:58
2023-07-26 03:28:36,662 semantic_segmentation INFO: Iters: 87060/150000 || Lr: 0.009154 || Task Loss: 0.3702 || KD Loss: 0.0383|| 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, 16:42:21 || Estimated Time: 1 day, 5:25:41
2023-07-26 03:28:52,923 semantic_segmentation INFO: Iters: 87070/150000 || Lr: 0.009152 || Task Loss: 0.3002 || KD Loss: 0.0921|| 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, 16:42:37 || Estimated Time: 1 day, 5:25:24
2023-07-26 03:29:08,984 semantic_segmentation INFO: Iters: 87080/150000 || Lr: 0.009151 || Task Loss: 0.3644 || KD Loss: 0.0612|| 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, 16:42:53 || Estimated Time: 1 day, 5:25:06
2023-07-26 03:29:25,066 semantic_segmentation INFO: Iters: 87090/150000 || Lr: 0.009150 || Task Loss: 0.5544 || KD Loss: 0.1862|| 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, 16:43:09 || Estimated Time: 1 day, 5:24:49
2023-07-26 03:29:41,072 semantic_segmentation INFO: Iters: 87100/150000 || Lr: 0.009148 || Task Loss: 0.3950 || KD Loss: 0.1094|| 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, 16:43:25 || Estimated Time: 1 day, 5:24:32
2023-07-26 03:29:57,117 semantic_segmentation INFO: Iters: 87110/150000 || Lr: 0.009147 || Task Loss: 0.5034 || KD Loss: 0.1280|| 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, 16:43:41 || Estimated Time: 1 day, 5:24:14
2023-07-26 03:30:13,153 semantic_segmentation INFO: Iters: 87120/150000 || Lr: 0.009146 || Task Loss: 0.3520 || KD Loss: 0.0776|| 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, 16:43:57 || Estimated Time: 1 day, 5:23:57
2023-07-26 03:30:29,176 semantic_segmentation INFO: Iters: 87130/150000 || Lr: 0.009144 || Task Loss: 0.3438 || KD Loss: 0.0661|| 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, 16:44:13 || Estimated Time: 1 day, 5:23:39
2023-07-26 03:30:45,250 semantic_segmentation INFO: Iters: 87140/150000 || Lr: 0.009143 || Task Loss: 0.5828 || KD Loss: 0.0817|| 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, 16:44:29 || Estimated Time: 1 day, 5:23:22
2023-07-26 03:31:01,218 semantic_segmentation INFO: Iters: 87150/150000 || Lr: 0.009142 || Task Loss: 0.2386 || KD Loss: 0.0527|| 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, 16:44:45 || Estimated Time: 1 day, 5:23:05
2023-07-26 03:31:17,187 semantic_segmentation INFO: Iters: 87160/150000 || Lr: 0.009140 || Task Loss: 0.3350 || KD Loss: 0.0739|| 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, 16:45:01 || Estimated Time: 1 day, 5:22:47
2023-07-26 03:31:33,232 semantic_segmentation INFO: Iters: 87170/150000 || Lr: 0.009139 || Task Loss: 0.2482 || KD Loss: 0.0378|| 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, 16:45:17 || Estimated Time: 1 day, 5:22:30
2023-07-26 03:31:49,260 semantic_segmentation INFO: Iters: 87180/150000 || Lr: 0.009138 || Task Loss: 0.3869 || KD Loss: 0.0692|| 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, 16:45:33 || Estimated Time: 1 day, 5:22:12
2023-07-26 03:32:05,342 semantic_segmentation INFO: Iters: 87190/150000 || Lr: 0.009137 || Task Loss: 0.2889 || KD Loss: 0.0411|| 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, 16:45:49 || Estimated Time: 1 day, 5:21:55
2023-07-26 03:32:21,401 semantic_segmentation INFO: Iters: 87200/150000 || Lr: 0.009135 || Task Loss: 0.3834 || KD Loss: 0.0522|| 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, 16:46:05 || Estimated Time: 1 day, 5:21:38
2023-07-26 03:32:21,513 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 03:32:21,959 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.088
2023-07-26 03:32:21,987 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.132
2023-07-26 03:32:21,999 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.168
2023-07-26 03:32:22,013 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.168
2023-07-26 03:32:22,026 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.244
2023-07-26 03:32:22,038 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.290
2023-07-26 03:32:22,052 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.330
2023-07-26 03:32:22,066 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.335
2023-07-26 03:32:22,078 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.375
2023-07-26 03:32:22,092 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.419
2023-07-26 03:32:22,105 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.455
2023-07-26 03:32:22,120 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.502
2023-07-26 03:32:22,131 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.457
2023-07-26 03:32:22,145 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.940, mIoU: 0.432
2023-07-26 03:32:22,159 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.430
2023-07-26 03:32:22,171 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.423
2023-07-26 03:32:22,182 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.412
2023-07-26 03:32:22,194 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.413
2023-07-26 03:32:22,207 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.417
2023-07-26 03:32:22,222 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.463
2023-07-26 03:32:22,236 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.470
2023-07-26 03:32:22,251 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.481
2023-07-26 03:32:22,265 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.516
2023-07-26 03:32:22,281 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.515
2023-07-26 03:32:22,296 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.514
2023-07-26 03:32:22,309 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.535
2023-07-26 03:32:22,323 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.531
2023-07-26 03:32:22,334 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.532
2023-07-26 03:32:22,348 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.520
2023-07-26 03:32:22,362 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.521
2023-07-26 03:32:22,375 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.524
2023-07-26 03:32:22,390 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.524
2023-07-26 03:32:22,404 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.527
2023-07-26 03:32:22,418 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.523
2023-07-26 03:32:22,432 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.553
2023-07-26 03:32:22,447 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.553
2023-07-26 03:32:22,459 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.555
2023-07-26 03:32:22,472 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.601
2023-07-26 03:32:22,488 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.582
2023-07-26 03:32:22,501 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.581
2023-07-26 03:32:22,514 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-26 03:32:22,528 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-26 03:32:22,542 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.601
2023-07-26 03:32:22,555 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.601
2023-07-26 03:32:22,570 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.609
2023-07-26 03:32:22,585 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-26 03:32:22,597 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-26 03:32:22,610 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-26 03:32:22,624 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-26 03:32:22,639 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-26 03:32:22,654 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.615
2023-07-26 03:32:22,668 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-26 03:32:22,680 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-26 03:32:22,695 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-26 03:32:22,708 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-26 03:32:22,721 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-26 03:32:22,735 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.607
2023-07-26 03:32:22,752 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-26 03:32:22,765 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.606
2023-07-26 03:32:22,779 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.619
2023-07-26 03:32:22,791 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-26 03:32:22,805 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-26 03:32:22,816 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.629
2023-07-26 03:32:22,833 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-26 03:32:22,845 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-26 03:32:22,859 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-26 03:32:22,873 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-26 03:32:22,885 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-26 03:32:22,899 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-26 03:32:22,913 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.676
2023-07-26 03:32:22,927 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 03:32:22,940 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 03:32:22,954 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 03:32:22,969 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 03:32:22,983 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 03:32:22,996 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-26 03:32:23,010 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 03:32:23,019 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 03:32:23,034 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:23,049 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:32:23,062 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 03:32:23,076 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 03:32:23,090 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:32:23,105 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 03:32:23,120 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 03:32:23,139 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:23,153 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:23,167 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:23,181 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 03:32:23,194 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 03:32:23,208 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:32:23,223 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:32:23,237 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:32:23,251 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.723
2023-07-26 03:32:23,265 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.720
2023-07-26 03:32:23,280 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.717
2023-07-26 03:32:23,292 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-26 03:32:23,305 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.719
2023-07-26 03:32:23,320 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 03:32:23,332 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 03:32:23,347 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 03:32:23,360 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 03:32:23,373 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 03:32:23,387 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:32:23,401 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:32:23,413 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 03:32:23,442 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 03:32:23,480 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:32:23,492 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:32:23,507 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 03:32:23,521 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:32:23,535 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 03:32:23,560 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:32:23,574 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:32:23,586 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:32:23,600 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:32:23,614 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:23,627 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:23,639 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:23,654 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:23,668 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 03:32:23,676 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:23,687 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:23,702 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:23,710 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:23,723 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 03:32:23,737 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 03:32:23,752 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 03:32:23,766 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 03:32:23,781 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 03:32:23,793 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 03:32:23,805 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 03:32:23,820 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:32:23,832 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 03:32:23,847 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 03:32:23,859 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 03:32:23,903 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 03:32:23,918 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 03:32:23,932 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 03:32:23,961 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 03:32:23,985 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:24,000 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:24,014 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 03:32:24,027 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:24,041 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 03:32:24,054 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.700
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2023-07-26 03:32:24,081 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:24,096 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:24,111 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 03:32:24,125 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 03:32:24,140 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 03:32:24,154 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:24,169 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:24,181 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 03:32:24,196 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:24,208 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:24,221 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:24,232 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:24,246 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:24,260 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 03:32:24,274 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 03:32:24,289 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 03:32:24,317 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 03:32:24,331 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 03:32:24,387 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 03:32:24,401 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 03:32:24,997 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 03:32:27,723 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.926, mIoU: 0.675
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2023-07-26 03:32:27,751 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-26 03:32:27,822 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:27,837 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 03:32:27,852 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-26 03:32:27,879 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 03:32:27,935 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:27,949 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:27,964 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:27,978 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 03:32:27,992 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:28,007 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:28,021 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 03:32:28,048 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 03:32:28,062 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 03:32:28,116 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.925, mIoU: 0.679
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2023-07-26 03:32:28,144 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,156 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,170 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,183 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,193 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,207 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 03:32:28,222 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 03:32:28,236 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,251 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,266 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,281 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 03:32:28,296 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.925, mIoU: 0.674
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2023-07-26 03:32:28,315 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 03:32:28,328 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,340 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,356 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,368 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,382 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,396 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,410 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,425 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,439 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,451 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 03:32:28,464 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,478 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:28,490 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,504 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,515 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,528 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,541 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:28,555 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 03:32:28,568 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 03:32:28,582 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 03:32:28,603 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.681
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2023-07-26 03:32:28,631 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 03:32:28,643 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 03:32:28,655 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 03:32:28,681 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:28,696 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 03:32:28,709 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:28,718 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:28,732 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:32:28,746 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:32:28,758 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:32:28,772 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:32:28,786 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,799 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,814 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,827 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,843 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 03:32:28,859 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 03:32:28,903 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,916 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:32:28,931 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:32:28,945 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 03:32:28,959 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 03:32:28,973 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-26 03:32:29,004 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 03:32:29,017 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 03:32:29,030 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 03:32:29,043 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:29,057 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:29,072 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 03:32:29,086 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:29,100 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 03:32:29,113 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:32:29,127 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:32:29,141 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:32:29,154 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 03:32:29,168 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 03:32:29,180 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 03:32:29,194 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 03:32:29,206 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 03:32:29,217 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 03:32:29,229 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 03:32:29,244 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 03:32:29,258 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 03:32:29,272 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 03:32:29,287 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 03:32:29,295 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 03:32:29,309 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 03:32:29,324 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 03:32:29,339 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 03:32:29,353 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 03:32:29,367 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 03:32:29,380 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 03:32:29,393 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 03:32:29,407 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 03:32:29,422 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,436 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,449 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,461 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,475 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,489 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,503 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 03:32:29,515 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,529 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,544 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,559 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,571 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 03:32:29,586 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 03:32:29,600 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 03:32:29,613 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 03:32:29,627 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 03:32:29,641 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 03:32:29,669 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 03:32:29,696 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-26 03:32:29,710 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-26 03:32:29,726 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-26 03:32:29,736 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 03:32:29,750 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-26 03:32:30,204 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-26 03:32:30,231 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 03:32:30,303 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:30,317 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 03:32:30,415 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,428 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,443 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,455 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,469 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,483 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,498 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,511 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,525 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,539 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,552 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:30,565 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:30,579 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:30,592 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:30,609 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:30,623 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:30,637 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:30,647 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:30,659 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,673 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,685 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,699 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,712 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,724 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,739 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,754 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:30,769 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:30,783 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:30,796 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:30,809 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:30,822 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:30,835 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:30,851 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:30,867 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,881 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,895 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:30,909 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:30,922 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:30,937 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:30,951 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,963 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,975 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:30,989 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:31,004 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,018 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,031 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,045 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,060 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,074 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,086 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:31,099 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 03:32:31,106 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,121 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,136 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,150 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 03:32:31,165 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:31,179 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:31,193 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:31,208 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:31,222 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:31,234 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:31,248 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 03:32:31,262 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,276 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,291 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,302 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,315 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,327 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 03:32:31,340 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 03:32:31,353 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:31,366 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:31,378 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:31,392 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:31,406 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:31,418 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:31,432 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:31,444 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,455 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,470 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,484 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,499 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,513 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,528 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,542 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,555 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,570 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,584 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,600 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,615 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,630 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:31,644 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:31,657 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:31,669 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:31,681 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,695 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,711 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,723 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,735 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:31,750 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,763 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,777 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,791 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:31,805 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,817 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,831 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 03:32:31,843 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 03:32:31,857 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,873 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,887 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,902 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,915 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,931 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,946 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:31,958 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,970 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:31,985 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,000 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:32,015 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:32:32,029 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,041 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,053 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,066 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,079 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:32,093 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:32,109 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,122 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,136 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,149 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,163 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,177 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,190 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,202 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,216 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,230 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,243 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,257 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,271 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,285 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,297 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:32,312 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,327 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,343 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,356 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,370 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,382 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,397 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,410 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,423 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,438 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,453 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,466 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,481 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,495 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,510 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,525 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,537 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,548 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,562 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,574 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,586 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,598 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,612 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:32,624 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:32,637 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:32,650 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:32,664 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:32,678 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,693 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,705 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,718 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,732 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,746 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,761 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:32:32,775 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:32:32,787 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:32,800 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,811 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,826 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,841 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,854 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:32,868 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:32,880 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,893 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,908 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,923 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:32,936 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:32,950 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:32,963 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:32,978 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:32,991 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,005 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,018 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,032 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,047 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,059 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,074 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,089 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,103 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,117 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,131 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,145 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,159 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,172 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,187 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,201 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,213 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,225 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,238 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,253 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:33,266 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,281 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,295 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,306 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,320 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,335 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:33,349 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,362 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,376 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,390 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,403 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,416 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,432 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:32:33,446 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:32:33,458 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,469 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,485 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,499 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:33,513 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:33,526 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:33,540 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,554 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,569 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,583 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,596 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,610 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,622 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:33,637 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,650 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:33,663 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,678 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,691 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,705 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,719 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,733 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,747 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,761 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,775 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,788 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,803 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,817 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,831 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,845 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,854 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,868 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,881 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,896 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,910 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,926 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,939 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:33,953 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:33,967 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,981 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:33,996 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,011 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,024 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,039 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,054 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,069 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,081 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,096 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:34,111 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,126 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,138 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,152 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,166 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,179 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,192 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,206 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,218 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,231 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,243 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,256 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,271 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:34,284 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:34,298 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:34,312 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,326 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,338 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,351 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,365 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,378 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,390 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,404 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,419 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,434 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,449 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,461 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,474 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,489 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,503 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,516 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,530 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,543 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,557 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,571 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,586 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,600 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,613 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,622 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,637 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,652 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,664 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,677 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,691 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,705 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,717 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,731 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,746 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:34,761 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,775 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,789 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,805 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,820 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,833 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,847 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,861 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,875 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,888 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 03:32:34,904 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,919 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,934 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,941 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,954 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,966 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,978 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:34,989 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:35,004 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,017 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,032 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,043 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,055 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,069 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,080 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,095 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,107 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,121 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,135 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,149 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,164 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,175 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,188 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,202 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,216 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,230 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,244 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,257 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,267 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,277 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,290 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,301 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,315 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,327 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,341 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,356 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,371 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,384 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,399 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,413 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,428 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,443 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,457 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,470 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:35,484 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,499 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,512 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,524 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,538 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,550 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,565 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,578 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,592 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,606 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,623 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:32:35,638 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:32:35,650 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:32:35,665 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:32:35,679 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,694 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,709 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,721 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,734 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,749 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,763 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,778 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,792 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:32:35,807 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:32:35,822 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:32:35,836 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:32:35,850 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,862 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:32:35,877 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,886 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:32:35,899 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,914 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:32:35,926 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,941 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,955 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:32:35,970 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:35,984 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:35,999 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,014 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,028 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,040 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,054 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,067 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,081 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,095 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,108 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,122 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,134 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,148 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,162 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,177 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,191 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,205 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,218 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,230 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,244 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:32:36,256 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,269 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,284 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,297 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,311 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,324 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:32:36,336 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,350 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,365 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,379 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,392 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,404 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,418 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,433 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,448 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,462 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,476 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,490 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:36,503 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:36,517 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:32:36,531 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,545 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,559 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,573 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:36,586 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,600 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:36,615 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,630 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:36,642 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:32:36,656 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:32:36,671 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,686 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,699 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,713 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,728 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,742 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,757 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,771 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:32:36,785 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,797 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:36,810 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:36,825 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,838 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,852 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,863 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,872 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,886 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,899 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,912 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,927 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,941 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:36,953 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:36,965 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:36,978 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:36,992 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,006 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,021 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,035 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,050 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,064 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,076 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,090 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,104 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,117 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,129 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,141 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,155 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,168 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,182 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,196 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,208 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,222 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,235 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,248 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,262 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,277 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,291 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,305 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,318 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:37,332 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,346 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,360 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,375 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,388 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,403 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,416 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,429 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,441 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,456 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,471 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,485 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,500 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,510 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,522 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,538 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,553 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,565 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 03:32:37,595 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,609 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,622 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,635 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,650 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,662 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,676 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,688 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,701 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 03:32:37,729 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,743 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,757 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,769 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,783 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,797 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:37,809 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:32:37,824 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 03:32:37,906 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 03:32:37,935 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:37,948 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 03:32:38,002 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 03:32:38,073 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,087 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,101 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,114 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.930, mIoU: 0.703
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2023-07-26 03:32:38,200 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.930, mIoU: 0.703
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2023-07-26 03:32:38,227 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.930, mIoU: 0.703
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2023-07-26 03:32:38,319 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,332 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,347 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,361 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,373 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,387 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,402 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,416 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,427 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,441 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,455 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,466 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,480 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,494 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,508 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,520 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,532 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,546 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,559 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,573 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,585 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,599 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,611 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,624 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,638 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,652 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,666 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:32:38,680 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,695 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,707 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,721 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,735 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,749 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,763 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,775 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,788 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,803 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,817 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,831 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,844 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,856 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,870 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:32:38,884 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,896 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,908 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,922 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,939 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,954 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,968 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,982 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:38,997 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,009 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,023 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,037 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,049 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,063 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,077 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,090 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,104 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:32:39,118 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,132 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,145 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,159 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,172 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,186 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,201 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,214 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,228 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,243 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,255 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,267 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,282 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,296 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,309 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,323 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,338 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,352 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,366 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,380 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,394 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,408 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,421 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,434 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,447 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,459 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,472 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,486 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,501 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,514 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,526 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,541 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,553 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,567 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,582 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,597 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,611 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,626 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,639 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,653 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,668 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,680 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,695 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,709 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,724 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,739 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,753 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:39,768 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,781 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,795 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,807 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,821 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,835 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,849 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,863 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,876 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:39,890 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,905 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,919 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,934 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,952 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,968 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,983 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:39,992 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,006 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,019 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,031 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,047 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,062 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,075 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,087 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,099 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,112 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,126 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,139 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,153 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,167 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,179 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,193 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,208 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,220 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,234 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,248 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,260 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,274 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,286 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,301 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,315 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,330 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,344 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,357 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,370 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,384 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:32:40,398 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,412 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,424 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,438 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,453 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,467 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:32:40,481 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:40,493 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,507 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 03:32:40,523 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,537 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,551 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 03:32:40,565 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,573 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.928, mIoU: 0.697
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2023-07-26 03:32:40,599 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,611 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.928, mIoU: 0.697
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2023-07-26 03:32:40,682 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,697 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,713 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.928, mIoU: 0.696
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2023-07-26 03:32:40,771 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,787 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,802 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,818 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,831 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,845 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,859 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,874 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,886 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,899 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,912 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,926 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,941 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,955 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:40,970 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,985 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:40,999 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:41,011 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:41,025 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,037 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,051 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,065 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,079 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,093 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,106 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,120 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,134 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,148 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,162 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,176 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,190 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,204 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,217 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,230 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,243 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,257 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,271 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,285 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,299 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.928, mIoU: 0.694
2023-07-26 03:32:41,313 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,327 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,336 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,350 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,362 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,376 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,390 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,404 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,418 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,430 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,439 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,455 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,469 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,484 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,496 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,510 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,524 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,537 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,551 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,565 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,578 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,593 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,605 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,619 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,633 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,647 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,659 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,673 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,688 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 03:32:41,702 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,717 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,729 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,743 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,757 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 03:32:41,773 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.928, mIoU: 0.697
2023-07-26 03:32:57,795 semantic_segmentation INFO: Iters: 87210/150000 || Lr: 0.009134 || Task Loss: 0.3427 || KD Loss: 0.0681|| 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, 16:46:42 || Estimated Time: 1 day, 5:21:35
2023-07-26 03:33:13,721 semantic_segmentation INFO: Iters: 87220/150000 || Lr: 0.009133 || Task Loss: 0.2948 || KD Loss: 0.0627|| 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, 16:46:58 || Estimated Time: 1 day, 5:21:17
2023-07-26 03:33:29,768 semantic_segmentation INFO: Iters: 87230/150000 || Lr: 0.009131 || Task Loss: 0.4798 || KD Loss: 0.0988|| 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, 16:47:14 || Estimated Time: 1 day, 5:21:00
2023-07-26 03:33:45,857 semantic_segmentation INFO: Iters: 87240/150000 || Lr: 0.009130 || Task Loss: 0.3292 || KD Loss: 0.0564|| 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, 16:47:30 || Estimated Time: 1 day, 5:20:43
2023-07-26 03:34:01,923 semantic_segmentation INFO: Iters: 87250/150000 || Lr: 0.009129 || Task Loss: 0.2894 || KD Loss: 0.0523|| 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, 16:47:46 || Estimated Time: 1 day, 5:20:25
2023-07-26 03:34:17,979 semantic_segmentation INFO: Iters: 87260/150000 || Lr: 0.009127 || Task Loss: 0.4311 || KD Loss: 0.0943|| 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, 16:48:02 || Estimated Time: 1 day, 5:20:08
2023-07-26 03:34:34,037 semantic_segmentation INFO: Iters: 87270/150000 || Lr: 0.009126 || Task Loss: 0.3948 || KD Loss: 0.0517|| 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, 16:48:18 || Estimated Time: 1 day, 5:19:50
2023-07-26 03:34:50,045 semantic_segmentation INFO: Iters: 87280/150000 || Lr: 0.009125 || Task Loss: 0.2600 || KD Loss: 0.0519|| 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, 16:48:34 || Estimated Time: 1 day, 5:19:33
2023-07-26 03:35:06,067 semantic_segmentation INFO: Iters: 87290/150000 || Lr: 0.009123 || Task Loss: 0.3795 || KD Loss: 0.0932|| 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, 16:48:50 || Estimated Time: 1 day, 5:19:16
2023-07-26 03:35:22,153 semantic_segmentation INFO: Iters: 87300/150000 || Lr: 0.009122 || Task Loss: 0.3359 || KD Loss: 0.0351|| 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, 16:49:06 || Estimated Time: 1 day, 5:18:58
2023-07-26 03:35:38,226 semantic_segmentation INFO: Iters: 87310/150000 || Lr: 0.009121 || Task Loss: 0.2449 || KD Loss: 0.0402|| 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, 16:49:22 || Estimated Time: 1 day, 5:18:41
2023-07-26 03:35:54,289 semantic_segmentation INFO: Iters: 87320/150000 || Lr: 0.009119 || Task Loss: 0.2755 || KD Loss: 0.0612|| 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, 16:49:38 || Estimated Time: 1 day, 5:18:23
2023-07-26 03:36:10,419 semantic_segmentation INFO: Iters: 87330/150000 || Lr: 0.009118 || Task Loss: 0.4883 || KD Loss: 0.0850|| 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, 16:49:54 || Estimated Time: 1 day, 5:18:06
2023-07-26 03:36:26,492 semantic_segmentation INFO: Iters: 87340/150000 || Lr: 0.009117 || Task Loss: 0.4256 || KD Loss: 0.1043|| 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, 16:50:10 || Estimated Time: 1 day, 5:17:49
2023-07-26 03:36:42,525 semantic_segmentation INFO: Iters: 87350/150000 || Lr: 0.009116 || Task Loss: 0.2606 || KD Loss: 0.0452|| 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, 16:50:27 || Estimated Time: 1 day, 5:17:31
2023-07-26 03:36:58,617 semantic_segmentation INFO: Iters: 87360/150000 || Lr: 0.009114 || Task Loss: 0.2784 || KD Loss: 0.0694|| 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, 16:50:43 || Estimated Time: 1 day, 5:17:14
2023-07-26 03:37:14,703 semantic_segmentation INFO: Iters: 87370/150000 || Lr: 0.009113 || Task Loss: 0.5428 || KD Loss: 0.0648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2510|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:50:59 || Estimated Time: 1 day, 5:16:57
2023-07-26 03:37:30,754 semantic_segmentation INFO: Iters: 87380/150000 || Lr: 0.009112 || Task Loss: 0.2362 || KD Loss: 0.0360|| 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, 16:51:15 || Estimated Time: 1 day, 5:16:39
2023-07-26 03:37:46,742 semantic_segmentation INFO: Iters: 87390/150000 || Lr: 0.009110 || Task Loss: 0.3695 || KD Loss: 0.0502|| 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, 16:51:31 || Estimated Time: 1 day, 5:16:22
2023-07-26 03:38:02,804 semantic_segmentation INFO: Iters: 87400/150000 || Lr: 0.009109 || Task Loss: 0.2996 || KD Loss: 0.0442|| 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, 16:51:47 || Estimated Time: 1 day, 5:16:04
2023-07-26 03:38:18,854 semantic_segmentation INFO: Iters: 87410/150000 || Lr: 0.009108 || Task Loss: 0.5375 || KD Loss: 0.1325|| 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, 16:52:03 || Estimated Time: 1 day, 5:15:47
2023-07-26 03:38:34,874 semantic_segmentation INFO: Iters: 87420/150000 || Lr: 0.009106 || Task Loss: 0.3636 || KD Loss: 0.0692|| 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, 16:52:19 || Estimated Time: 1 day, 5:15:29
2023-07-26 03:38:50,981 semantic_segmentation INFO: Iters: 87430/150000 || Lr: 0.009105 || Task Loss: 0.2488 || KD Loss: 0.0482|| 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, 16:52:35 || Estimated Time: 1 day, 5:15:12
2023-07-26 03:39:07,067 semantic_segmentation INFO: Iters: 87440/150000 || Lr: 0.009104 || Task Loss: 0.3890 || KD Loss: 0.0809|| 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, 16:52:51 || Estimated Time: 1 day, 5:14:55
2023-07-26 03:39:23,149 semantic_segmentation INFO: Iters: 87450/150000 || Lr: 0.009102 || Task Loss: 0.3493 || KD Loss: 0.0541|| 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, 16:53:07 || Estimated Time: 1 day, 5:14:37
2023-07-26 03:39:39,211 semantic_segmentation INFO: Iters: 87460/150000 || Lr: 0.009101 || Task Loss: 0.4136 || KD Loss: 0.0812|| 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, 16:53:23 || Estimated Time: 1 day, 5:14:20
2023-07-26 03:39:55,298 semantic_segmentation INFO: Iters: 87470/150000 || Lr: 0.009100 || Task Loss: 0.3431 || KD Loss: 0.0707|| 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, 16:53:39 || Estimated Time: 1 day, 5:14:03
2023-07-26 03:40:11,347 semantic_segmentation INFO: Iters: 87480/150000 || Lr: 0.009099 || Task Loss: 0.3484 || KD Loss: 0.0536|| 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, 16:53:55 || Estimated Time: 1 day, 5:13:45
2023-07-26 03:40:27,396 semantic_segmentation INFO: Iters: 87490/150000 || Lr: 0.009097 || Task Loss: 0.4562 || KD Loss: 0.1010|| 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, 16:54:11 || Estimated Time: 1 day, 5:13:28
2023-07-26 03:40:43,419 semantic_segmentation INFO: Iters: 87500/150000 || Lr: 0.009096 || Task Loss: 0.1884 || KD Loss: 0.0356|| 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, 16:54:27 || Estimated Time: 1 day, 5:13:11
2023-07-26 03:40:59,494 semantic_segmentation INFO: Iters: 87510/150000 || Lr: 0.009095 || Task Loss: 0.2731 || KD Loss: 0.0559|| 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, 16:54:43 || Estimated Time: 1 day, 5:12:53
2023-07-26 03:41:15,478 semantic_segmentation INFO: Iters: 87520/150000 || Lr: 0.009093 || Task Loss: 0.3401 || KD Loss: 0.0459|| 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, 16:54:59 || Estimated Time: 1 day, 5:12:36
2023-07-26 03:41:31,538 semantic_segmentation INFO: Iters: 87530/150000 || Lr: 0.009092 || Task Loss: 0.3811 || KD Loss: 0.0536|| 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, 16:55:16 || Estimated Time: 1 day, 5:12:18
2023-07-26 03:41:47,558 semantic_segmentation INFO: Iters: 87540/150000 || Lr: 0.009091 || Task Loss: 0.5374 || KD Loss: 0.0639|| 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, 16:55:32 || Estimated Time: 1 day, 5:12:01
2023-07-26 03:42:03,524 semantic_segmentation INFO: Iters: 87550/150000 || Lr: 0.009089 || Task Loss: 0.4307 || KD Loss: 0.1493|| 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, 16:55:48 || Estimated Time: 1 day, 5:11:43
2023-07-26 03:42:19,504 semantic_segmentation INFO: Iters: 87560/150000 || Lr: 0.009088 || Task Loss: 0.3954 || KD Loss: 0.0735|| 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, 16:56:03 || Estimated Time: 1 day, 5:11:26
2023-07-26 03:42:35,475 semantic_segmentation INFO: Iters: 87570/150000 || Lr: 0.009087 || Task Loss: 0.3115 || KD Loss: 0.0607|| 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, 16:56:19 || Estimated Time: 1 day, 5:11:09
2023-07-26 03:42:51,503 semantic_segmentation INFO: Iters: 87580/150000 || Lr: 0.009085 || Task Loss: 0.7333 || KD Loss: 0.3747|| 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, 16:56:35 || Estimated Time: 1 day, 5:10:51
2023-07-26 03:43:07,479 semantic_segmentation INFO: Iters: 87590/150000 || Lr: 0.009084 || Task Loss: 0.3738 || KD Loss: 0.0842|| 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, 16:56:51 || Estimated Time: 1 day, 5:10:34
2023-07-26 03:43:23,477 semantic_segmentation INFO: Iters: 87600/150000 || Lr: 0.009083 || Task Loss: 0.4220 || KD Loss: 0.1308|| 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, 16:57:07 || Estimated Time: 1 day, 5:10:16
2023-07-26 03:43:39,517 semantic_segmentation INFO: Iters: 87610/150000 || Lr: 0.009082 || Task Loss: 0.2932 || KD Loss: 0.0573|| 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, 16:57:23 || Estimated Time: 1 day, 5:09:59
2023-07-26 03:43:55,558 semantic_segmentation INFO: Iters: 87620/150000 || Lr: 0.009080 || Task Loss: 0.4010 || KD Loss: 0.0490|| 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, 16:57:40 || Estimated Time: 1 day, 5:09:42
2023-07-26 03:44:11,534 semantic_segmentation INFO: Iters: 87630/150000 || Lr: 0.009079 || Task Loss: 0.4587 || KD Loss: 0.0806|| 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, 16:57:56 || Estimated Time: 1 day, 5:09:24
2023-07-26 03:44:27,544 semantic_segmentation INFO: Iters: 87640/150000 || Lr: 0.009078 || Task Loss: 0.2772 || KD Loss: 0.0423|| 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, 16:58:12 || Estimated Time: 1 day, 5:09:07
2023-07-26 03:44:45,766 semantic_segmentation INFO: Iters: 87650/150000 || Lr: 0.009076 || Task Loss: 0.4203 || KD Loss: 0.0868|| 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, 16:58:30 || Estimated Time: 1 day, 5:08:51
2023-07-26 03:45:02,949 semantic_segmentation INFO: Iters: 87660/150000 || Lr: 0.009075 || Task Loss: 0.2118 || KD Loss: 0.0307|| 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, 16:58:47 || Estimated Time: 1 day, 5:08:34
2023-07-26 03:45:18,955 semantic_segmentation INFO: Iters: 87670/150000 || Lr: 0.009074 || Task Loss: 0.2871 || KD Loss: 0.0693|| 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, 16:59:03 || Estimated Time: 1 day, 5:08:17
2023-07-26 03:45:35,063 semantic_segmentation INFO: Iters: 87680/150000 || Lr: 0.009072 || Task Loss: 0.4197 || KD Loss: 0.0879|| 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, 16:59:19 || Estimated Time: 1 day, 5:08:00
2023-07-26 03:45:51,127 semantic_segmentation INFO: Iters: 87690/150000 || Lr: 0.009071 || Task Loss: 0.2946 || KD Loss: 0.0366|| 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, 16:59:35 || Estimated Time: 1 day, 5:07:42
2023-07-26 03:46:07,212 semantic_segmentation INFO: Iters: 87700/150000 || Lr: 0.009070 || Task Loss: 0.3349 || KD Loss: 0.0623|| 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, 16:59:51 || Estimated Time: 1 day, 5:07:25
2023-07-26 03:46:23,295 semantic_segmentation INFO: Iters: 87710/150000 || Lr: 0.009068 || Task Loss: 0.3044 || KD Loss: 0.0352|| 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, 17:00:07 || Estimated Time: 1 day, 5:07:07
2023-07-26 03:46:39,400 semantic_segmentation INFO: Iters: 87720/150000 || Lr: 0.009067 || Task Loss: 0.3270 || KD Loss: 0.0522|| 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, 17:00:23 || Estimated Time: 1 day, 5:06:50
2023-07-26 03:46:55,425 semantic_segmentation INFO: Iters: 87730/150000 || Lr: 0.009066 || Task Loss: 0.4649 || KD Loss: 0.1088|| 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, 17:00:39 || Estimated Time: 1 day, 5:06:33
2023-07-26 03:47:11,503 semantic_segmentation INFO: Iters: 87740/150000 || Lr: 0.009064 || Task Loss: 0.3908 || KD Loss: 0.0816|| 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, 17:00:55 || Estimated Time: 1 day, 5:06:15
2023-07-26 03:47:27,529 semantic_segmentation INFO: Iters: 87750/150000 || Lr: 0.009063 || Task Loss: 0.4330 || KD Loss: 0.1189|| 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, 17:01:12 || Estimated Time: 1 day, 5:05:58
2023-07-26 03:47:43,629 semantic_segmentation INFO: Iters: 87760/150000 || Lr: 0.009062 || Task Loss: 0.2939 || KD Loss: 0.0371|| 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, 17:01:28 || Estimated Time: 1 day, 5:05:41
2023-07-26 03:47:59,702 semantic_segmentation INFO: Iters: 87770/150000 || Lr: 0.009061 || Task Loss: 0.2829 || KD Loss: 0.0436|| 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, 17:01:44 || Estimated Time: 1 day, 5:05:23
2023-07-26 03:48:15,734 semantic_segmentation INFO: Iters: 87780/150000 || Lr: 0.009059 || Task Loss: 0.2393 || KD Loss: 0.0507|| 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, 17:02:00 || Estimated Time: 1 day, 5:05:06
2023-07-26 03:48:31,739 semantic_segmentation INFO: Iters: 87790/150000 || Lr: 0.009058 || Task Loss: 0.3476 || KD Loss: 0.0547|| 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, 17:02:16 || Estimated Time: 1 day, 5:04:48
2023-07-26 03:48:47,821 semantic_segmentation INFO: Iters: 87800/150000 || Lr: 0.009057 || Task Loss: 0.4968 || KD Loss: 0.1036|| 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, 17:02:32 || Estimated Time: 1 day, 5:04:31
2023-07-26 03:49:03,854 semantic_segmentation INFO: Iters: 87810/150000 || Lr: 0.009055 || Task Loss: 0.3600 || KD Loss: 0.0512|| 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, 17:02:48 || Estimated Time: 1 day, 5:04:14
2023-07-26 03:49:19,909 semantic_segmentation INFO: Iters: 87820/150000 || Lr: 0.009054 || Task Loss: 0.3214 || KD Loss: 0.0538|| 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, 17:03:04 || Estimated Time: 1 day, 5:03:56
2023-07-26 03:49:35,931 semantic_segmentation INFO: Iters: 87830/150000 || Lr: 0.009053 || Task Loss: 0.6340 || KD Loss: 0.2019|| 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, 17:03:20 || Estimated Time: 1 day, 5:03:39
2023-07-26 03:49:51,977 semantic_segmentation INFO: Iters: 87840/150000 || Lr: 0.009051 || Task Loss: 0.4058 || KD Loss: 0.0834|| 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, 17:03:36 || Estimated Time: 1 day, 5:03:21
2023-07-26 03:50:08,047 semantic_segmentation INFO: Iters: 87850/150000 || Lr: 0.009050 || Task Loss: 0.2609 || KD Loss: 0.0598|| 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, 17:03:52 || Estimated Time: 1 day, 5:03:04
2023-07-26 03:50:24,108 semantic_segmentation INFO: Iters: 87860/150000 || Lr: 0.009049 || Task Loss: 0.2768 || KD Loss: 0.0566|| 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, 17:04:08 || Estimated Time: 1 day, 5:02:47
2023-07-26 03:50:40,109 semantic_segmentation INFO: Iters: 87870/150000 || Lr: 0.009047 || Task Loss: 0.3798 || KD Loss: 0.1297|| 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, 17:04:24 || Estimated Time: 1 day, 5:02:29
2023-07-26 03:50:56,171 semantic_segmentation INFO: Iters: 87880/150000 || Lr: 0.009046 || Task Loss: 0.4102 || KD Loss: 0.0595|| 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, 17:04:40 || Estimated Time: 1 day, 5:02:12
2023-07-26 03:51:12,173 semantic_segmentation INFO: Iters: 87890/150000 || Lr: 0.009045 || Task Loss: 0.3359 || KD Loss: 0.0617|| 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, 17:04:56 || Estimated Time: 1 day, 5:01:55
2023-07-26 03:51:28,185 semantic_segmentation INFO: Iters: 87900/150000 || Lr: 0.009044 || Task Loss: 0.4263 || KD Loss: 0.0605|| 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, 17:05:12 || Estimated Time: 1 day, 5:01:37
2023-07-26 03:51:44,194 semantic_segmentation INFO: Iters: 87910/150000 || Lr: 0.009042 || Task Loss: 0.4292 || KD Loss: 0.0986|| 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, 17:05:28 || Estimated Time: 1 day, 5:01:20
2023-07-26 03:52:00,234 semantic_segmentation INFO: Iters: 87920/150000 || Lr: 0.009041 || Task Loss: 0.3171 || KD Loss: 0.0421|| 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, 17:05:44 || Estimated Time: 1 day, 5:01:02
2023-07-26 03:52:16,206 semantic_segmentation INFO: Iters: 87930/150000 || Lr: 0.009040 || Task Loss: 0.4030 || KD Loss: 0.0361|| 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, 17:06:00 || Estimated Time: 1 day, 5:00:45
2023-07-26 03:52:32,192 semantic_segmentation INFO: Iters: 87940/150000 || Lr: 0.009038 || Task Loss: 0.5720 || KD Loss: 0.1652|| 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, 17:06:16 || Estimated Time: 1 day, 5:00:28
2023-07-26 03:52:48,177 semantic_segmentation INFO: Iters: 87950/150000 || Lr: 0.009037 || Task Loss: 0.3516 || KD Loss: 0.0622|| 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, 17:06:32 || Estimated Time: 1 day, 5:00:10
2023-07-26 03:53:04,218 semantic_segmentation INFO: Iters: 87960/150000 || Lr: 0.009036 || Task Loss: 0.3814 || KD Loss: 0.0427|| 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, 17:06:48 || Estimated Time: 1 day, 4:59:53
2023-07-26 03:53:20,265 semantic_segmentation INFO: Iters: 87970/150000 || Lr: 0.009034 || Task Loss: 0.5019 || KD Loss: 0.0907|| 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, 17:07:04 || Estimated Time: 1 day, 4:59:35
2023-07-26 03:53:36,364 semantic_segmentation INFO: Iters: 87980/150000 || Lr: 0.009033 || Task Loss: 0.2211 || KD Loss: 0.0312|| 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, 17:07:20 || Estimated Time: 1 day, 4:59:18
2023-07-26 03:53:52,405 semantic_segmentation INFO: Iters: 87990/150000 || Lr: 0.009032 || Task Loss: 0.5154 || KD Loss: 0.1448|| 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, 17:07:36 || Estimated Time: 1 day, 4:59:01
2023-07-26 03:54:08,485 semantic_segmentation INFO: Iters: 88000/150000 || Lr: 0.009030 || Task Loss: 0.3235 || KD Loss: 0.0510|| 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, 17:07:52 || Estimated Time: 1 day, 4:58:43
2023-07-26 03:54:08,598 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 03:54:09,045 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 03:54:09,067 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.137
2023-07-26 03:54:09,079 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.174
2023-07-26 03:54:09,093 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.983, mIoU: 0.174
2023-07-26 03:54:09,106 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.244
2023-07-26 03:54:09,118 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.288
2023-07-26 03:54:09,132 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.333
2023-07-26 03:54:09,145 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.338
2023-07-26 03:54:09,157 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.377
2023-07-26 03:54:09,171 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.422
2023-07-26 03:54:09,184 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.437
2023-07-26 03:54:09,198 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.483
2023-07-26 03:54:09,210 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.444
2023-07-26 03:54:09,223 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.416
2023-07-26 03:54:09,237 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.406
2023-07-26 03:54:09,248 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.919, mIoU: 0.402
2023-07-26 03:54:09,259 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.385
2023-07-26 03:54:09,271 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.913, mIoU: 0.385
2023-07-26 03:54:09,285 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.393
2023-07-26 03:54:09,300 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.454
2023-07-26 03:54:09,314 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.921, mIoU: 0.455
2023-07-26 03:54:09,329 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.459
2023-07-26 03:54:09,343 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.919, mIoU: 0.491
2023-07-26 03:54:09,358 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.492
2023-07-26 03:54:09,373 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.921, mIoU: 0.491
2023-07-26 03:54:09,386 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.495
2023-07-26 03:54:09,400 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.920, mIoU: 0.498
2023-07-26 03:54:09,411 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.498
2023-07-26 03:54:09,426 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.493
2023-07-26 03:54:09,440 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.922, mIoU: 0.493
2023-07-26 03:54:09,453 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.493
2023-07-26 03:54:09,467 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.926, mIoU: 0.494
2023-07-26 03:54:09,482 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.501
2023-07-26 03:54:09,497 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.499
2023-07-26 03:54:09,511 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.523
2023-07-26 03:54:09,526 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.524
2023-07-26 03:54:09,539 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.525
2023-07-26 03:54:09,551 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.569
2023-07-26 03:54:09,568 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.581
2023-07-26 03:54:09,580 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.580
2023-07-26 03:54:09,594 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.598
2023-07-26 03:54:09,608 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.598
2023-07-26 03:54:09,622 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-26 03:54:09,635 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.592
2023-07-26 03:54:09,650 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.604
2023-07-26 03:54:09,665 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.609
2023-07-26 03:54:09,678 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.614
2023-07-26 03:54:09,689 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.614
2023-07-26 03:54:09,702 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.618
2023-07-26 03:54:09,716 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.614
2023-07-26 03:54:09,734 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.613
2023-07-26 03:54:09,749 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-26 03:54:09,761 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-26 03:54:09,775 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.609
2023-07-26 03:54:09,789 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-26 03:54:09,800 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.612
2023-07-26 03:54:09,814 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.612
2023-07-26 03:54:09,830 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.611
2023-07-26 03:54:09,842 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.613
2023-07-26 03:54:09,855 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-26 03:54:09,867 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-26 03:54:09,881 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-26 03:54:09,892 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-26 03:54:09,910 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.652
2023-07-26 03:54:09,922 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.653
2023-07-26 03:54:09,937 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-26 03:54:09,951 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-26 03:54:09,964 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.698
2023-07-26 03:54:09,978 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-26 03:54:09,992 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.696
2023-07-26 03:54:10,007 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 03:54:10,020 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 03:54:10,034 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 03:54:10,049 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 03:54:10,063 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 03:54:10,077 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 03:54:10,090 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:10,099 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:10,113 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 03:54:10,129 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 03:54:10,141 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:54:10,155 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 03:54:10,170 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 03:54:10,184 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:10,199 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:10,213 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 03:54:10,227 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:10,242 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:10,256 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 03:54:10,268 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:10,282 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 03:54:10,297 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 03:54:10,311 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:10,326 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 03:54:10,340 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 03:54:10,354 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 03:54:10,366 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 03:54:10,378 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 03:54:10,392 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:10,405 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:10,419 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:10,433 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:10,445 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:10,459 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:10,473 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:54:10,485 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:54:10,499 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:54:10,514 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:54:10,526 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:54:10,539 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:54:10,552 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:54:10,565 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 03:54:10,579 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 03:54:10,594 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 03:54:10,608 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 03:54:10,621 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 03:54:10,634 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 03:54:10,648 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 03:54:10,661 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 03:54:10,675 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 03:54:10,690 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 03:54:10,703 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 03:54:10,715 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 03:54:10,730 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 03:54:10,746 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 03:54:10,755 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 03:54:10,766 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 03:54:10,781 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 03:54:10,789 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 03:54:10,801 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 03:54:10,815 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 03:54:10,829 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 03:54:10,841 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 03:54:10,855 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 03:54:10,867 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 03:54:10,879 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 03:54:10,892 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 03:54:10,904 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 03:54:10,918 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 03:54:10,931 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 03:54:10,945 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 03:54:10,959 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 03:54:10,973 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:10,988 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:11,002 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 03:54:11,015 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 03:54:11,029 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:11,043 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 03:54:11,053 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.720
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2023-07-26 03:54:11,321 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.683
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2023-07-26 03:54:12,444 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 03:54:13,744 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 03:54:13,855 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 03:54:13,936 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 03:54:13,948 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 03:54:13,959 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 03:54:13,973 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 03:54:13,987 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 03:54:14,001 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 03:54:14,028 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 03:54:14,057 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 03:54:14,084 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-26 03:54:14,141 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-26 03:54:14,170 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-26 03:54:14,241 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.927, mIoU: 0.682
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2023-07-26 03:54:14,309 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 03:54:14,378 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:54:14,388 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.927, mIoU: 0.685
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2023-07-26 03:54:14,414 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 03:54:14,444 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 03:54:14,555 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 03:54:14,582 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 03:54:14,596 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 03:54:14,610 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.928, mIoU: 0.680
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2023-07-26 03:54:14,637 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 03:54:14,651 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 03:54:14,664 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 03:54:14,676 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:54:14,687 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:54:14,702 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 03:54:14,716 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-26 03:54:14,757 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-26 03:54:14,927 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:14,983 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:15,011 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:15,057 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-26 03:54:15,086 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:54:15,099 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:54:15,113 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,126 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:54:15,139 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,154 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,170 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,184 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,199 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,211 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,225 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:15,274 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:15,301 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 03:54:15,316 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 03:54:15,330 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:54:15,344 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 03:54:15,352 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-26 03:54:15,386 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 03:54:15,425 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:54:15,440 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 03:54:15,454 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:54:15,468 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:54:15,482 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:54:15,494 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 03:54:15,507 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 03:54:15,521 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 03:54:15,533 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 03:54:15,548 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 03:54:15,559 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-26 03:54:15,600 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 03:54:15,614 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 03:54:15,628 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 03:54:15,637 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 03:54:15,664 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 03:54:15,691 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 03:54:15,704 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 03:54:15,716 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 03:54:15,731 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 03:54:15,760 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 03:54:15,783 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 03:54:15,826 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:54:15,841 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:54:15,854 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:54:15,869 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 03:54:15,881 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 03:54:15,895 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.696
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2023-07-26 03:54:15,939 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 03:54:15,964 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 03:54:15,978 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 03:54:15,992 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 03:54:16,018 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 03:54:16,198 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.929, mIoU: 0.697
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2023-07-26 03:54:16,223 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:54:16,237 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 03:54:16,250 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 03:54:16,261 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 03:54:16,273 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.929, mIoU: 0.700
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2023-07-26 03:54:16,331 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:54:16,339 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:54:16,353 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 03:54:16,368 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,383 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,397 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,411 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,424 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,436 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,451 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,465 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,479 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,491 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,503 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,517 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,531 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,545 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,558 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:54:16,572 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,586 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:54:16,601 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,613 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:54:16,627 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,641 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,654 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,669 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,683 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,698 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,712 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,725 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,740 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 03:54:16,754 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:16,770 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:16,780 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,794 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,810 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,822 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 03:54:16,839 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,853 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,867 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,881 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:16,895 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:16,908 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:16,919 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 03:54:16,932 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:16,946 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:16,960 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:16,974 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:16,987 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:17,001 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:17,013 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,027 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,042 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,055 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,069 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 03:54:17,083 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,097 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,111 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,125 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,136 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,150 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,165 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,178 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,192 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,206 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:17,218 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 03:54:17,232 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,246 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,260 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,273 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,287 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,305 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,320 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 03:54:17,334 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 03:54:17,349 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,364 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,378 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,393 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,407 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,419 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,434 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,448 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,463 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,475 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,490 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,502 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,516 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,529 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,543 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,558 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,572 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,586 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,598 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,611 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:17,624 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:17,638 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:17,654 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:17,668 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 03:54:17,682 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 03:54:17,691 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:17,703 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,717 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,729 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,742 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,754 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,767 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,780 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,795 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,809 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:17,823 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,835 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,848 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,861 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,876 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,890 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,905 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,919 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:17,933 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:17,947 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:17,959 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 03:54:17,988 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:18,000 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 03:54:18,113 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 03:54:18,138 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:18,145 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:18,159 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:18,174 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:18,188 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 03:54:18,218 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:18,232 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 03:54:18,302 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 03:54:18,344 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:18,357 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 03:54:18,383 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:18,395 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 03:54:18,421 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:18,434 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:18,497 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:18,512 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:18,570 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:18,947 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 03:54:18,999 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:54:19,011 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 03:54:19,026 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:54:19,040 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:19,055 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 03:54:19,080 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:19,092 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:19,105 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:54:19,117 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 03:54:19,131 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:19,147 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,160 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,175 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,187 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,202 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,216 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,228 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,241 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,255 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,269 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,282 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,296 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,311 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:19,324 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:19,337 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:19,351 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,366 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,382 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,395 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,409 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,421 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:19,436 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,448 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:19,461 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:19,475 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,489 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,502 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,516 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,531 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,546 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,561 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,573 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,585 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,598 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,611 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,623 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,636 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,651 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,663 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,675 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,689 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,704 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,718 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,733 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,746 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,759 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,773 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,788 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,803 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:19,817 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:19,830 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:19,842 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,853 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,868 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,885 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,900 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,915 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,925 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,938 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:19,952 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:19,966 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:19,979 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:19,993 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:20,005 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:20,020 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,032 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,046 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,058 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,072 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,086 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,099 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:20,114 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,127 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,141 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,155 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,169 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,183 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,197 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,211 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,225 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:20,238 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,251 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,263 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,275 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,291 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:20,303 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,319 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,334 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,345 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,358 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,373 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,388 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,400 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:20,415 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,429 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,441 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,454 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,469 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,483 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,496 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,507 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 03:54:20,522 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,537 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:20,551 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:20,563 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:20,578 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,592 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,608 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,622 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,634 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,649 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,661 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,676 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,689 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,702 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 03:54:20,717 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,729 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,744 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,758 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,772 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,786 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,801 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,815 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,828 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,844 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,858 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,873 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,887 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,897 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,912 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:20,925 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,939 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,954 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,968 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:20,980 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:20,994 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,008 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,021 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,036 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,051 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,063 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,077 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,091 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,106 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,118 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,132 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 03:54:21,146 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,160 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 03:54:21,172 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,186 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,200 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,213 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,226 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,240 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,252 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,265 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,277 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,291 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,305 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,319 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,332 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,347 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,361 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,373 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,386 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,400 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,413 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,426 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,441 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,455 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,470 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,485 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,497 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,510 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,526 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,541 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,554 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,568 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,581 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,595 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,609 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,624 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,638 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:21,652 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:21,662 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,677 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,691 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,703 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,716 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,730 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,744 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,756 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:21,770 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:21,784 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:21,799 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:21,813 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:21,827 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,843 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,858 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,870 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:21,884 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 03:54:21,899 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,913 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,927 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,942 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,957 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:21,971 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,978 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:21,990 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:22,003 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,014 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,025 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,039 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,053 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,067 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:22,078 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:22,091 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:22,106 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:22,116 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 03:54:22,131 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:22,143 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,157 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,171 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,186 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,200 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,211 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,223 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,237 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,252 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,266 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,280 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,292 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,302 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,312 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,324 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,335 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,350 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,362 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,376 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,390 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,405 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,419 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,433 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,448 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,462 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,477 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,491 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,505 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,519 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,534 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:22,546 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,559 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,573 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,585 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,601 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,613 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,627 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,642 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,658 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,673 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,685 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 03:54:22,700 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,714 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,728 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,741 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,754 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,766 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,780 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 03:54:22,794 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 03:54:22,808 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 03:54:22,822 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:54:22,837 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:54:22,852 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 03:54:22,866 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,880 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,893 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,907 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,917 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,930 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,946 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,958 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,972 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:22,986 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 03:54:23,000 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,015 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,030 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,044 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,058 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,069 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,084 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,096 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,111 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,125 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,137 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,151 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,163 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,177 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,191 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,206 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,220 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,234 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,247 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,260 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,274 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,287 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,300 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,315 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,330 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,345 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 03:54:23,357 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 03:54:23,370 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,384 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,399 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,414 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,426 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,439 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,453 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,467 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,482 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,496 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,511 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,525 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,538 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,553 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,567 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,581 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,595 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,610 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:23,623 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:23,637 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 03:54:23,652 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,666 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,678 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 03:54:23,692 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,707 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,722 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,734 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,749 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,763 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,777 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,792 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,806 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,820 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 03:54:23,833 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:23,862 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 03:54:23,888 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,901 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 03:54:23,909 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:23,937 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 03:54:23,965 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:23,980 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 03:54:24,004 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,018 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,032 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 03:54:24,063 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 03:54:24,108 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,121 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,135 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,150 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,164 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,176 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,189 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,203 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,217 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,232 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,246 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,258 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,272 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,285 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,297 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,311 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,326 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,339 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,353 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,365 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,379 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,393 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,407 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,421 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,433 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,447 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,460 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,472 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,484 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,498 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,513 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,527 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,541 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,551 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,563 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,578 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,593 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,606 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,621 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,637 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,651 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,664 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,678 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,692 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,704 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,719 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,731 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:54:24,743 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:54:24,757 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 03:54:24,771 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,786 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,800 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,812 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,826 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,840 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,852 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,866 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,881 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,895 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,909 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,921 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,934 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,948 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,964 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:24,979 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:24,992 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:25,006 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:25,023 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:25,036 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:25,046 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:25,060 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:25,075 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:25,089 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 03:54:25,104 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:25,116 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 03:54:25,130 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:25,144 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:25,156 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,170 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,184 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,199 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,213 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,228 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,242 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,255 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,269 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,282 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,295 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,310 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,324 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:25,336 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:25,350 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,361 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 03:54:25,375 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,390 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,404 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,416 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,430 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,446 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,460 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,471 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,485 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,500 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,511 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,525 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 03:54:25,540 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 03:54:25,555 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,567 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,580 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,594 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,609 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,623 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,636 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,651 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,663 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,675 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,689 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,703 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,717 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 03:54:25,730 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,745 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,757 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,771 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,784 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,798 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,811 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 03:54:25,823 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,835 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,850 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,864 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,878 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,890 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,902 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,916 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:25,930 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:25,942 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:25,954 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:25,968 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:25,983 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:25,997 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,011 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 03:54:26,024 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,039 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,051 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,064 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,078 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,090 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,104 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,118 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,132 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,145 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 03:54:26,159 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:26,172 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,186 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,199 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,212 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,226 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,240 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,253 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,268 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,282 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,294 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,307 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,321 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,336 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,348 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,362 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,377 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,391 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,405 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,419 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,433 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,447 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,459 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,472 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,484 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,497 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,509 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,524 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,538 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,551 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,563 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,578 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,590 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,604 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,619 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,634 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,649 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,664 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,676 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,691 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:26,705 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,717 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,731 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,746 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,760 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,772 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,786 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,801 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,814 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,828 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,839 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:26,853 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,867 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,881 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,895 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,907 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,922 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,936 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:26,951 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:26,965 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:26,983 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:26,999 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:27,014 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:27,024 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:27,037 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:27,050 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 03:54:27,062 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,079 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,093 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,108 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,120 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,133 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,146 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,160 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,173 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,188 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,202 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,214 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,228 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,243 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,256 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,270 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,284 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,296 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,310 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,321 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,336 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,350 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,364 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,378 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,390 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 03:54:27,403 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,416 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 03:54:27,429 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,443 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,455 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,467 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,481 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,495 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,509 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,521 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,535 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,551 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,565 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,580 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,594 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,602 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,617 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,629 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,641 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,655 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,670 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,684 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:27,698 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,713 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,727 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,742 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,755 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,769 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,785 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,799 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,814 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,829 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,845 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,857 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,871 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,886 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:27,900 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,912 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,925 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,939 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,953 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,966 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:27,980 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:27,994 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,009 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,023 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,035 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,049 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,061 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,075 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,089 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,104 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,118 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,130 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,145 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,159 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,174 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,188 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,202 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,217 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,231 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,244 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,258 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,271 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,286 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,300 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,314 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,329 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,344 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,357 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,366 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,380 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,393 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,407 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,421 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 03:54:28,434 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,448 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,459 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,468 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,484 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,497 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,511 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,524 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,538 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,552 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,564 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,579 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,593 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,607 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,621 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,633 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,647 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,661 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,675 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,687 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,702 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,716 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,730 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,745 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,757 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,770 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 03:54:28,784 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 03:54:28,800 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 03:54:44,825 semantic_segmentation INFO: Iters: 88010/150000 || Lr: 0.009029 || Task Loss: 0.3264 || KD Loss: 0.0800|| 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, 17:08:29 || Estimated Time: 1 day, 4:58:40
2023-07-26 03:55:00,857 semantic_segmentation INFO: Iters: 88020/150000 || Lr: 0.009028 || Task Loss: 0.3136 || KD Loss: 0.0348|| 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, 17:08:45 || Estimated Time: 1 day, 4:58:23
2023-07-26 03:55:16,851 semantic_segmentation INFO: Iters: 88030/150000 || Lr: 0.009026 || Task Loss: 0.3877 || KD Loss: 0.0511|| 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, 17:09:01 || Estimated Time: 1 day, 4:58:05
2023-07-26 03:55:32,948 semantic_segmentation INFO: Iters: 88040/150000 || Lr: 0.009025 || Task Loss: 0.4479 || KD Loss: 0.0774|| 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, 17:09:17 || Estimated Time: 1 day, 4:57:48
2023-07-26 03:55:49,059 semantic_segmentation INFO: Iters: 88050/150000 || Lr: 0.009024 || Task Loss: 0.2622 || KD Loss: 0.0595|| 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, 17:09:33 || Estimated Time: 1 day, 4:57:31
2023-07-26 03:56:05,119 semantic_segmentation INFO: Iters: 88060/150000 || Lr: 0.009023 || Task Loss: 0.3758 || KD Loss: 0.0634|| 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, 17:09:49 || Estimated Time: 1 day, 4:57:13
2023-07-26 03:56:21,241 semantic_segmentation INFO: Iters: 88070/150000 || Lr: 0.009021 || Task Loss: 0.5123 || KD Loss: 0.0570|| 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, 17:10:05 || Estimated Time: 1 day, 4:56:56
2023-07-26 03:56:37,315 semantic_segmentation INFO: Iters: 88080/150000 || Lr: 0.009020 || Task Loss: 0.3114 || KD Loss: 0.0329|| 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, 17:10:21 || Estimated Time: 1 day, 4:56:39
2023-07-26 03:56:53,354 semantic_segmentation INFO: Iters: 88090/150000 || Lr: 0.009019 || Task Loss: 0.3023 || KD Loss: 0.0433|| 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, 17:10:37 || Estimated Time: 1 day, 4:56:21
2023-07-26 03:57:09,395 semantic_segmentation INFO: Iters: 88100/150000 || Lr: 0.009017 || Task Loss: 0.4119 || KD Loss: 0.0522|| 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, 17:10:53 || Estimated Time: 1 day, 4:56:04
2023-07-26 03:57:25,398 semantic_segmentation INFO: Iters: 88110/150000 || Lr: 0.009016 || Task Loss: 0.4288 || KD Loss: 0.0453|| 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, 17:11:09 || Estimated Time: 1 day, 4:55:47
2023-07-26 03:57:41,414 semantic_segmentation INFO: Iters: 88120/150000 || Lr: 0.009015 || Task Loss: 0.4020 || KD Loss: 0.0824|| 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, 17:11:25 || Estimated Time: 1 day, 4:55:29
2023-07-26 03:57:57,503 semantic_segmentation INFO: Iters: 88130/150000 || Lr: 0.009013 || Task Loss: 0.4094 || KD Loss: 0.0816|| 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, 17:11:41 || Estimated Time: 1 day, 4:55:12
2023-07-26 03:58:13,584 semantic_segmentation INFO: Iters: 88140/150000 || Lr: 0.009012 || Task Loss: 0.3660 || KD Loss: 0.0747|| 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, 17:11:58 || Estimated Time: 1 day, 4:54:54
2023-07-26 03:58:29,711 semantic_segmentation INFO: Iters: 88150/150000 || Lr: 0.009011 || Task Loss: 0.3306 || KD Loss: 0.0449|| 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, 17:12:14 || Estimated Time: 1 day, 4:54:37
2023-07-26 03:58:45,730 semantic_segmentation INFO: Iters: 88160/150000 || Lr: 0.009009 || Task Loss: 0.4550 || KD Loss: 0.0652|| 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, 17:12:30 || Estimated Time: 1 day, 4:54:20
2023-07-26 03:59:01,733 semantic_segmentation INFO: Iters: 88170/150000 || Lr: 0.009008 || Task Loss: 0.2922 || KD Loss: 0.0776|| 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, 17:12:46 || Estimated Time: 1 day, 4:54:02
2023-07-26 03:59:17,811 semantic_segmentation INFO: Iters: 88180/150000 || Lr: 0.009007 || Task Loss: 0.3055 || KD Loss: 0.0404|| 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, 17:13:02 || Estimated Time: 1 day, 4:53:45
2023-07-26 03:59:33,857 semantic_segmentation INFO: Iters: 88190/150000 || Lr: 0.009005 || Task Loss: 0.4540 || KD Loss: 0.1011|| 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, 17:13:18 || Estimated Time: 1 day, 4:53:28
2023-07-26 03:59:49,895 semantic_segmentation INFO: Iters: 88200/150000 || Lr: 0.009004 || Task Loss: 0.2892 || KD Loss: 0.0427|| 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, 17:13:34 || Estimated Time: 1 day, 4:53:10
2023-07-26 04:00:05,936 semantic_segmentation INFO: Iters: 88210/150000 || Lr: 0.009003 || Task Loss: 0.2591 || KD Loss: 0.0526|| 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, 17:13:50 || Estimated Time: 1 day, 4:52:53
2023-07-26 04:00:21,998 semantic_segmentation INFO: Iters: 88220/150000 || Lr: 0.009002 || Task Loss: 0.4327 || KD Loss: 0.0585|| 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, 17:14:06 || Estimated Time: 1 day, 4:52:35
2023-07-26 04:00:38,025 semantic_segmentation INFO: Iters: 88230/150000 || Lr: 0.009000 || Task Loss: 0.3880 || KD Loss: 0.0675|| 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, 17:14:22 || Estimated Time: 1 day, 4:52:18
2023-07-26 04:00:54,003 semantic_segmentation INFO: Iters: 88240/150000 || Lr: 0.008999 || Task Loss: 0.3372 || KD Loss: 0.0715|| 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, 17:14:38 || Estimated Time: 1 day, 4:52:01
2023-07-26 04:01:10,093 semantic_segmentation INFO: Iters: 88250/150000 || Lr: 0.008998 || Task Loss: 0.5610 || KD Loss: 0.1341|| 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, 17:14:54 || Estimated Time: 1 day, 4:51:43
2023-07-26 04:01:26,199 semantic_segmentation INFO: Iters: 88260/150000 || Lr: 0.008996 || Task Loss: 0.3958 || KD Loss: 0.0781|| 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, 17:15:10 || Estimated Time: 1 day, 4:51:26
2023-07-26 04:01:42,207 semantic_segmentation INFO: Iters: 88270/150000 || Lr: 0.008995 || Task Loss: 0.3915 || KD Loss: 0.0641|| 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, 17:15:26 || Estimated Time: 1 day, 4:51:09
2023-07-26 04:01:58,237 semantic_segmentation INFO: Iters: 88280/150000 || Lr: 0.008994 || Task Loss: 0.3909 || KD Loss: 0.0777|| 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, 17:15:42 || Estimated Time: 1 day, 4:50:51
2023-07-26 04:02:14,344 semantic_segmentation INFO: Iters: 88290/150000 || Lr: 0.008992 || Task Loss: 0.3673 || KD Loss: 0.0742|| 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, 17:15:58 || Estimated Time: 1 day, 4:50:34
2023-07-26 04:02:30,390 semantic_segmentation INFO: Iters: 88300/150000 || Lr: 0.008991 || Task Loss: 0.4670 || KD Loss: 0.1570|| 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, 17:16:14 || Estimated Time: 1 day, 4:50:16
2023-07-26 04:02:46,359 semantic_segmentation INFO: Iters: 88310/150000 || Lr: 0.008990 || Task Loss: 0.6053 || KD Loss: 0.1407|| 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, 17:16:30 || Estimated Time: 1 day, 4:49:59
2023-07-26 04:03:02,388 semantic_segmentation INFO: Iters: 88320/150000 || Lr: 0.008988 || Task Loss: 0.5700 || KD Loss: 0.1012|| 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, 17:16:46 || Estimated Time: 1 day, 4:49:42
2023-07-26 04:03:18,407 semantic_segmentation INFO: Iters: 88330/150000 || Lr: 0.008987 || Task Loss: 0.3313 || KD Loss: 0.0633|| 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, 17:17:02 || Estimated Time: 1 day, 4:49:24
2023-07-26 04:03:34,392 semantic_segmentation INFO: Iters: 88340/150000 || Lr: 0.008986 || Task Loss: 0.2995 || KD Loss: 0.0789|| 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, 17:17:18 || Estimated Time: 1 day, 4:49:07
2023-07-26 04:03:50,434 semantic_segmentation INFO: Iters: 88350/150000 || Lr: 0.008985 || Task Loss: 0.3186 || KD Loss: 0.0655|| 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, 17:17:34 || Estimated Time: 1 day, 4:48:49
2023-07-26 04:04:06,470 semantic_segmentation INFO: Iters: 88360/150000 || Lr: 0.008983 || Task Loss: 0.4605 || KD Loss: 0.0683|| 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, 17:17:50 || Estimated Time: 1 day, 4:48:32
2023-07-26 04:04:22,537 semantic_segmentation INFO: Iters: 88370/150000 || Lr: 0.008982 || Task Loss: 0.4375 || KD Loss: 0.0970|| 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, 17:18:07 || Estimated Time: 1 day, 4:48:15
2023-07-26 04:04:38,621 semantic_segmentation INFO: Iters: 88380/150000 || Lr: 0.008981 || Task Loss: 0.5692 || KD Loss: 0.1510|| 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, 17:18:23 || Estimated Time: 1 day, 4:47:57
2023-07-26 04:04:54,590 semantic_segmentation INFO: Iters: 88390/150000 || Lr: 0.008979 || Task Loss: 0.3824 || KD Loss: 0.0915|| 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, 17:18:39 || Estimated Time: 1 day, 4:47:40
2023-07-26 04:05:10,600 semantic_segmentation INFO: Iters: 88400/150000 || Lr: 0.008978 || Task Loss: 0.4278 || KD Loss: 0.1254|| 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, 17:18:55 || Estimated Time: 1 day, 4:47:23
2023-07-26 04:05:26,676 semantic_segmentation INFO: Iters: 88410/150000 || Lr: 0.008977 || Task Loss: 0.4060 || KD Loss: 0.0695|| 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, 17:19:11 || Estimated Time: 1 day, 4:47:05
2023-07-26 04:05:42,670 semantic_segmentation INFO: Iters: 88420/150000 || Lr: 0.008975 || Task Loss: 0.4093 || KD Loss: 0.0883|| 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, 17:19:27 || Estimated Time: 1 day, 4:46:48
2023-07-26 04:05:58,821 semantic_segmentation INFO: Iters: 88430/150000 || Lr: 0.008974 || Task Loss: 0.2423 || KD Loss: 0.0512|| 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, 17:19:43 || Estimated Time: 1 day, 4:46:31
2023-07-26 04:06:14,832 semantic_segmentation INFO: Iters: 88440/150000 || Lr: 0.008973 || Task Loss: 0.3751 || KD Loss: 0.0591|| 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, 17:19:59 || Estimated Time: 1 day, 4:46:13
2023-07-26 04:06:30,875 semantic_segmentation INFO: Iters: 88450/150000 || Lr: 0.008971 || Task Loss: 0.2632 || KD Loss: 0.0435|| 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, 17:20:15 || Estimated Time: 1 day, 4:45:56
2023-07-26 04:06:46,921 semantic_segmentation INFO: Iters: 88460/150000 || Lr: 0.008970 || Task Loss: 0.3922 || KD Loss: 0.0692|| 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, 17:20:31 || Estimated Time: 1 day, 4:45:38
2023-07-26 04:07:03,616 semantic_segmentation INFO: Iters: 88470/150000 || Lr: 0.008969 || Task Loss: 0.3891 || KD Loss: 0.0777|| 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, 17:20:48 || Estimated Time: 1 day, 4:45:21
2023-07-26 04:07:22,298 semantic_segmentation INFO: Iters: 88480/150000 || Lr: 0.008967 || Task Loss: 0.3292 || KD Loss: 0.0763|| 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, 17:21:06 || Estimated Time: 1 day, 4:45:06
2023-07-26 04:07:38,245 semantic_segmentation INFO: Iters: 88490/150000 || Lr: 0.008966 || Task Loss: 0.3071 || KD Loss: 0.0540|| 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, 17:21:22 || Estimated Time: 1 day, 4:44:49
2023-07-26 04:07:54,194 semantic_segmentation INFO: Iters: 88500/150000 || Lr: 0.008965 || Task Loss: 0.3478 || KD Loss: 0.0964|| 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, 17:21:38 || Estimated Time: 1 day, 4:44:31
2023-07-26 04:08:10,160 semantic_segmentation INFO: Iters: 88510/150000 || Lr: 0.008964 || Task Loss: 0.3383 || KD Loss: 0.0642|| 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, 17:21:54 || Estimated Time: 1 day, 4:44:14
2023-07-26 04:08:26,144 semantic_segmentation INFO: Iters: 88520/150000 || Lr: 0.008962 || Task Loss: 0.2816 || KD Loss: 0.0503|| 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, 17:22:10 || Estimated Time: 1 day, 4:43:56
2023-07-26 04:08:42,174 semantic_segmentation INFO: Iters: 88530/150000 || Lr: 0.008961 || Task Loss: 0.6133 || KD Loss: 0.1533|| 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, 17:22:26 || Estimated Time: 1 day, 4:43:39
2023-07-26 04:08:58,224 semantic_segmentation INFO: Iters: 88540/150000 || Lr: 0.008960 || Task Loss: 0.4131 || KD Loss: 0.0811|| 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, 17:22:42 || Estimated Time: 1 day, 4:43:22
2023-07-26 04:09:14,232 semantic_segmentation INFO: Iters: 88550/150000 || Lr: 0.008958 || Task Loss: 0.3554 || KD Loss: 0.0493|| 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, 17:22:58 || Estimated Time: 1 day, 4:43:04
2023-07-26 04:09:30,200 semantic_segmentation INFO: Iters: 88560/150000 || Lr: 0.008957 || Task Loss: 0.2963 || KD Loss: 0.0788|| 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, 17:23:14 || Estimated Time: 1 day, 4:42:47
2023-07-26 04:09:46,210 semantic_segmentation INFO: Iters: 88570/150000 || Lr: 0.008956 || Task Loss: 0.2854 || KD Loss: 0.0414|| 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, 17:23:30 || Estimated Time: 1 day, 4:42:29
2023-07-26 04:10:02,241 semantic_segmentation INFO: Iters: 88580/150000 || Lr: 0.008954 || Task Loss: 0.3250 || KD Loss: 0.0533|| 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, 17:23:46 || Estimated Time: 1 day, 4:42:12
2023-07-26 04:10:18,188 semantic_segmentation INFO: Iters: 88590/150000 || Lr: 0.008953 || Task Loss: 0.3316 || KD Loss: 0.0739|| 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, 17:24:02 || Estimated Time: 1 day, 4:41:55
2023-07-26 04:10:34,196 semantic_segmentation INFO: Iters: 88600/150000 || Lr: 0.008952 || Task Loss: 0.4203 || KD Loss: 0.0720|| 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, 17:24:18 || Estimated Time: 1 day, 4:41:37
2023-07-26 04:10:50,275 semantic_segmentation INFO: Iters: 88610/150000 || Lr: 0.008950 || Task Loss: 0.5481 || KD Loss: 0.0863|| 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, 17:24:34 || Estimated Time: 1 day, 4:41:20
2023-07-26 04:11:06,268 semantic_segmentation INFO: Iters: 88620/150000 || Lr: 0.008949 || Task Loss: 0.3833 || 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, 17:24:50 || Estimated Time: 1 day, 4:41:02
2023-07-26 04:11:22,294 semantic_segmentation INFO: Iters: 88630/150000 || Lr: 0.008948 || Task Loss: 0.5639 || KD Loss: 0.1468|| 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, 17:25:06 || Estimated Time: 1 day, 4:40:45
2023-07-26 04:11:38,324 semantic_segmentation INFO: Iters: 88640/150000 || Lr: 0.008946 || Task Loss: 0.4103 || KD Loss: 0.0829|| 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, 17:25:22 || Estimated Time: 1 day, 4:40:28
2023-07-26 04:11:54,324 semantic_segmentation INFO: Iters: 88650/150000 || Lr: 0.008945 || Task Loss: 0.2805 || KD Loss: 0.0532|| 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, 17:25:38 || Estimated Time: 1 day, 4:40:10
2023-07-26 04:12:10,267 semantic_segmentation INFO: Iters: 88660/150000 || Lr: 0.008944 || Task Loss: 0.3587 || KD Loss: 0.0489|| 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, 17:25:54 || Estimated Time: 1 day, 4:39:53
2023-07-26 04:12:26,282 semantic_segmentation INFO: Iters: 88670/150000 || Lr: 0.008943 || Task Loss: 0.2298 || KD Loss: 0.0424|| 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, 17:26:10 || Estimated Time: 1 day, 4:39:35
2023-07-26 04:12:42,286 semantic_segmentation INFO: Iters: 88680/150000 || Lr: 0.008941 || Task Loss: 0.3787 || KD Loss: 0.0425|| 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, 17:26:26 || Estimated Time: 1 day, 4:39:18
2023-07-26 04:12:58,257 semantic_segmentation INFO: Iters: 88690/150000 || Lr: 0.008940 || Task Loss: 0.3886 || KD Loss: 0.0791|| 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, 17:26:42 || Estimated Time: 1 day, 4:39:01
2023-07-26 04:13:14,263 semantic_segmentation INFO: Iters: 88700/150000 || Lr: 0.008939 || Task Loss: 0.2968 || KD Loss: 0.0465|| 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, 17:26:58 || Estimated Time: 1 day, 4:38:43
2023-07-26 04:13:30,257 semantic_segmentation INFO: Iters: 88710/150000 || Lr: 0.008937 || Task Loss: 0.2656 || KD Loss: 0.0597|| 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, 17:27:14 || Estimated Time: 1 day, 4:38:26
2023-07-26 04:13:46,232 semantic_segmentation INFO: Iters: 88720/150000 || Lr: 0.008936 || Task Loss: 0.2608 || KD Loss: 0.0506|| 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, 17:27:30 || Estimated Time: 1 day, 4:38:08
2023-07-26 04:14:02,179 semantic_segmentation INFO: Iters: 88730/150000 || Lr: 0.008935 || Task Loss: 0.3627 || KD Loss: 0.0874|| 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, 17:27:46 || Estimated Time: 1 day, 4:37:51
2023-07-26 04:14:18,081 semantic_segmentation INFO: Iters: 88740/150000 || Lr: 0.008933 || Task Loss: 0.3428 || KD Loss: 0.0378|| 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, 17:28:02 || Estimated Time: 1 day, 4:37:34
2023-07-26 04:14:34,020 semantic_segmentation INFO: Iters: 88750/150000 || Lr: 0.008932 || Task Loss: 0.4739 || KD Loss: 0.0933|| 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, 17:28:18 || Estimated Time: 1 day, 4:37:16
2023-07-26 04:14:50,075 semantic_segmentation INFO: Iters: 88760/150000 || Lr: 0.008931 || Task Loss: 0.4909 || KD Loss: 0.1128|| 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, 17:28:34 || Estimated Time: 1 day, 4:36:59
2023-07-26 04:15:06,074 semantic_segmentation INFO: Iters: 88770/150000 || Lr: 0.008929 || Task Loss: 0.3204 || KD Loss: 0.0499|| 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, 17:28:50 || Estimated Time: 1 day, 4:36:41
2023-07-26 04:15:22,082 semantic_segmentation INFO: Iters: 88780/150000 || Lr: 0.008928 || Task Loss: 0.3938 || KD Loss: 0.0763|| 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, 17:29:06 || Estimated Time: 1 day, 4:36:24
2023-07-26 04:15:38,115 semantic_segmentation INFO: Iters: 88790/150000 || Lr: 0.008927 || Task Loss: 0.4307 || KD Loss: 0.0556|| 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: 1 day, 17:29:22 || Estimated Time: 1 day, 4:36:07
2023-07-26 04:15:54,190 semantic_segmentation INFO: Iters: 88800/150000 || Lr: 0.008925 || Task Loss: 0.3009 || KD Loss: 0.0503|| 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, 17:29:38 || Estimated Time: 1 day, 4:35:49
2023-07-26 04:15:54,300 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:15:54,750 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-26 04:15:54,766 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 04:15:54,779 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.172
2023-07-26 04:15:54,792 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.172
2023-07-26 04:15:54,805 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.250
2023-07-26 04:15:54,817 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.292
2023-07-26 04:15:54,831 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.336
2023-07-26 04:15:54,844 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.339
2023-07-26 04:15:54,856 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.377
2023-07-26 04:15:54,870 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.412
2023-07-26 04:15:54,884 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.442
2023-07-26 04:15:54,898 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.488
2023-07-26 04:15:54,910 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.486
2023-07-26 04:15:54,924 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.468
2023-07-26 04:15:54,937 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.465
2023-07-26 04:15:54,949 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.457
2023-07-26 04:15:54,960 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.446
2023-07-26 04:15:54,972 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.446
2023-07-26 04:15:54,986 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.455
2023-07-26 04:15:55,001 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.511
2023-07-26 04:15:55,016 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.513
2023-07-26 04:15:55,030 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.521
2023-07-26 04:15:55,044 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.553
2023-07-26 04:15:55,059 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.556
2023-07-26 04:15:55,074 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.555
2023-07-26 04:15:55,087 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.564
2023-07-26 04:15:55,101 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.569
2023-07-26 04:15:55,112 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.570
2023-07-26 04:15:55,127 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.560
2023-07-26 04:15:55,141 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.560
2023-07-26 04:15:55,154 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.560
2023-07-26 04:15:55,169 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-26 04:15:55,183 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-26 04:15:55,197 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.570
2023-07-26 04:15:55,211 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.615
2023-07-26 04:15:55,225 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.615
2023-07-26 04:15:55,237 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.615
2023-07-26 04:15:55,249 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.658
2023-07-26 04:15:55,265 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.633
2023-07-26 04:15:55,277 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.631
2023-07-26 04:15:55,289 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.651
2023-07-26 04:15:55,303 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.650
2023-07-26 04:15:55,317 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.640
2023-07-26 04:15:55,330 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.639
2023-07-26 04:15:55,345 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-26 04:15:55,360 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.653
2023-07-26 04:15:55,374 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.655
2023-07-26 04:15:55,386 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.655
2023-07-26 04:15:55,400 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-26 04:15:55,416 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.642
2023-07-26 04:15:55,432 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.642
2023-07-26 04:15:55,447 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.642
2023-07-26 04:15:55,460 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.638
2023-07-26 04:15:55,476 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.639
2023-07-26 04:15:55,492 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.644
2023-07-26 04:15:55,505 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-26 04:15:55,520 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.642
2023-07-26 04:15:55,536 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-26 04:15:55,548 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-26 04:15:55,562 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-26 04:15:55,574 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-26 04:15:55,588 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.676
2023-07-26 04:15:55,600 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.676
2023-07-26 04:15:55,616 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-26 04:15:55,628 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-26 04:15:55,642 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-26 04:15:55,656 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-26 04:15:55,668 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.726
2023-07-26 04:15:55,682 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-26 04:15:55,696 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-26 04:15:55,711 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.730
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2023-07-26 04:15:55,780 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-26 04:15:55,795 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 04:15:55,804 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 04:15:55,819 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 04:15:55,847 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:15:55,861 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:15:55,876 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:15:55,890 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 04:15:55,934 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.712
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2023-07-26 04:15:55,975 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 04:15:55,989 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 04:15:56,004 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 04:15:56,018 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.726
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2023-07-26 04:15:56,140 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.731
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2023-07-26 04:15:56,341 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 04:15:56,356 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.718
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2023-07-26 04:15:56,382 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:15:56,396 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.713
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2023-07-26 04:15:56,483 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.691
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2023-07-26 04:15:56,546 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.698
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2023-07-26 04:15:57,034 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.930, mIoU: 0.685
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2023-07-26 04:15:57,063 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.929, mIoU: 0.682
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2023-07-26 04:15:58,390 semantic_segmentation INFO: Sample: 267, Validation pixAcc: 0.927, mIoU: 0.690
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2023-07-26 04:16:01,069 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 04:16:01,082 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 04:16:01,094 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 04:16:01,108 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 04:16:01,120 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 04:16:01,134 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 04:16:01,150 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 04:16:01,164 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 04:16:01,178 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 04:16:01,192 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 04:16:01,204 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 04:16:01,218 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 04:16:01,232 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 04:16:01,245 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,260 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 04:16:01,271 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,285 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,299 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,314 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 04:16:01,329 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 04:16:01,343 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 04:16:01,353 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 04:16:01,366 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 04:16:01,380 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 04:16:01,395 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 04:16:01,407 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 04:16:01,420 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 04:16:01,433 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,447 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,462 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,475 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 04:16:01,483 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 04:16:01,497 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 04:16:01,511 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,523 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:16:01,537 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:16:01,552 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 04:16:01,565 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 04:16:01,580 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:16:01,592 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:16:01,606 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:16:01,621 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 04:16:01,635 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 04:16:01,650 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:16:01,664 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,676 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:16:01,690 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,705 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,718 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,732 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,747 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:16:01,762 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,776 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,788 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,802 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,817 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 04:16:01,832 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 04:16:01,846 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 04:16:01,860 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 04:16:01,872 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 04:16:01,887 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 04:16:01,901 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 04:16:01,913 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 04:16:01,927 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 04:16:01,938 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,953 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,965 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:16:01,976 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 04:16:01,988 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 04:16:02,002 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:16:02,017 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:16:02,031 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:16:02,045 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:16:02,054 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,068 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,084 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,099 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,113 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,128 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,140 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,153 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:16:02,167 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 04:16:02,182 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,196 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,208 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,221 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,235 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,249 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,263 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,275 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:16:02,289 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 04:16:02,304 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 04:16:02,320 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 04:16:02,332 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 04:16:02,347 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,361 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,374 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,388 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,402 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,416 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,430 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,442 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,457 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,471 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,487 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,497 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,511 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,526 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,539 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,553 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,566 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,582 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,596 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,610 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,623 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,634 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,647 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-26 04:16:02,691 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,705 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,719 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,732 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,746 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,761 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,774 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,789 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,803 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,818 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,833 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,847 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,859 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,873 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,887 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,900 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:16:02,913 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:16:02,927 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:16:02,938 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:16:02,951 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:16:02,965 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:16:02,978 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:16:02,990 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:16:03,004 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:16:03,017 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:16:03,031 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:16:03,044 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:16:03,058 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:16:03,071 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:16:03,086 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:16:03,100 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:16:03,113 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:16:03,126 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:16:03,140 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 04:16:03,154 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 04:16:03,168 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,180 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,194 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,207 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,221 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,235 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,249 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,263 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,278 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,292 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:16:03,305 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,320 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:16:03,334 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:16:03,348 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 04:16:03,380 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 04:16:03,417 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 04:16:03,554 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,567 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,580 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,595 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:16:03,609 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:16:03,623 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:16:03,637 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:16:03,651 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 04:16:03,707 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:16:03,719 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,732 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,746 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,761 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:16:03,776 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,788 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,802 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,818 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,833 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,845 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:16:03,858 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,865 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,879 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:16:03,894 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,908 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,923 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,937 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,952 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,967 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:16:03,981 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:16:03,993 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:16:04,007 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,020 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,035 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,049 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,061 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,073 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:16:04,086 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:04,099 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:04,111 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:04,124 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:04,136 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:04,150 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,165 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,176 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,190 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,203 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,214 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,228 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,242 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,256 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,270 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:04,285 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,299 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,311 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,326 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,341 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,357 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,371 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,385 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:04,400 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:04,412 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:04,424 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:04,436 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:04,450 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,466 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,478 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,490 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,504 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,518 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,533 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,548 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,563 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,575 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,591 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,605 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,618 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,633 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,646 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,662 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,675 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,690 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,706 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,718 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,730 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,744 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:04,758 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,772 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,785 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,796 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,808 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,822 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,834 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:04,847 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,863 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:04,875 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,888 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,900 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,914 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,928 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,940 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,952 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,966 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:04,979 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:04,992 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,005 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,019 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,032 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,044 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,058 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,072 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,088 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,100 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,113 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,126 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,140 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,152 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,165 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,179 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,193 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,205 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,219 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,234 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,248 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,263 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,275 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,287 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,300 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,312 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,326 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,339 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,354 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,367 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,380 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,394 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,409 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,424 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,440 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,453 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,466 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,480 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,495 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,510 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,524 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:05,536 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,548 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,559 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,573 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,588 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,601 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,616 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,627 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,639 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:05,653 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,666 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,679 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,692 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,704 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:05,719 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,731 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,745 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:05,757 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,771 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,785 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,798 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:05,812 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,827 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,841 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,855 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,869 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,884 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,898 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,911 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,925 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,939 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,951 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:05,964 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,977 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:05,993 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:06,006 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,022 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,037 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,048 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:06,062 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:06,078 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:06,092 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,105 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,120 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,134 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,146 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,160 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,174 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,188 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:06,200 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,210 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,226 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,240 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:06,253 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:06,265 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:06,279 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:16:06,293 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,307 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,321 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,334 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,347 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,360 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,374 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,387 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,400 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,415 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,427 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,441 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,456 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,470 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:06,484 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,498 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,512 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,525 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,540 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,554 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,569 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,584 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,593 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,607 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,620 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,635 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,649 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,664 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,676 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,690 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,705 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,718 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,733 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,748 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,761 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,775 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,790 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:16:06,804 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,817 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:06,831 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:06,845 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,860 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,872 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,887 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,901 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,913 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:06,926 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,940 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,953 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,966 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,978 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:06,992 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,006 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,021 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,035 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,050 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,064 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,077 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,090 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,104 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,117 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,129 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,144 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,158 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,172 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,187 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,199 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,212 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,227 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,241 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,253 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,267 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,280 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,294 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,307 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,323 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,338 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,351 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,360 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,375 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,389 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,402 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,415 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,430 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,445 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,457 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,471 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,486 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,500 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:07,515 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:07,529 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:07,545 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:07,559 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,572 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,586 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-26 04:16:07,600 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,614 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,627 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,642 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,657 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,671 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:07,678 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,690 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,702 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,714 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,725 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,739 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,753 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,767 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:07,778 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,791 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,805 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,815 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,831 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:07,843 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:07,857 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:16:07,872 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,886 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,900 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,911 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,924 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,938 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:07,952 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,966 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,980 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:07,992 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,002 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,013 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,025 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,036 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,050 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,062 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:16:08,076 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,090 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,105 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,118 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,132 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,146 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,159 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,174 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,187 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,201 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,215 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,230 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,243 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,255 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,270 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,282 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,297 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,310 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,325 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,340 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:16:08,356 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,371 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,384 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,398 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,413 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,427 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,441 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,453 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,466 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,480 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 04:16:08,494 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 04:16:08,508 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 04:16:08,522 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 04:16:08,537 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 04:16:08,552 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 04:16:08,566 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,580 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,592 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,606 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,616 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,629 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,644 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,656 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,670 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,685 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 04:16:08,699 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,715 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,731 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,747 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,763 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,775 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,789 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,801 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,815 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,830 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,843 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,857 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,869 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:08,883 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,897 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,911 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:08,926 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:08,940 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:08,952 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:08,964 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 04:16:08,978 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:08,991 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,003 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,018 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:16:09,032 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,047 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,059 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,071 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:16:09,086 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:09,101 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:09,116 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:09,128 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:09,141 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.711
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2023-07-26 04:16:09,169 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:16:09,184 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 04:16:09,213 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:09,228 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:09,241 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:09,256 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:16:09,271 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 04:16:09,299 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:09,313 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:09,327 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:09,342 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:16:09,356 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 04:16:09,470 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:16:09,484 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 04:16:09,675 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:09,690 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:09,702 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 04:16:09,715 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 04:16:09,744 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 04:16:09,846 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:09,860 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:09,874 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 04:16:10,006 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:10,020 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 04:16:10,428 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:16:10,440 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 04:16:11,648 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,661 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,677 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,692 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,707 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,721 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,735 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,751 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,763 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,777 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,792 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,804 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,818 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:11,833 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:11,847 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:11,861 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:11,876 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:11,890 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:11,903 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:11,916 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:11,930 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:11,944 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:11,958 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:11,971 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:11,986 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:11,999 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,011 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:16:12,038 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,052 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,064 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,078 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,092 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,105 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,119 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,132 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,146 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,159 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,172 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,184 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,196 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,208 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,220 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,233 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,247 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,259 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,271 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,285 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,296 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,309 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,323 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,338 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:12,352 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,367 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,379 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,393 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:12,408 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,420 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,435 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,449 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,464 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,477 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,491 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,506 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,520 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,534 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,547 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:16:12,561 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,576 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,590 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,605 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,617 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,631 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,646 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,660 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,676 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 04:16:12,730 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 04:16:12,809 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:16:12,870 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,884 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,898 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:16:12,937 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,949 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:16:12,963 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,976 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:12,988 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:13,002 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:16:13,012 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:16:13,054 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:16:13,120 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:16:13,134 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 04:16:13,276 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,291 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,299 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:16:13,325 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:16:13,351 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,365 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,378 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,392 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:16:13,407 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:16:13,559 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:16:13,671 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:13,686 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.934, mIoU: 0.708
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2023-07-26 04:16:13,825 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:13,840 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 04:16:14,259 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,272 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,286 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,298 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:14,312 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,323 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,337 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,351 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,365 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,377 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,390 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,404 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,418 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:16:14,432 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:14,444 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:14,457 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:14,471 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:16:14,487 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:16:30,489 semantic_segmentation INFO: Iters: 88810/150000 || Lr: 0.008924 || Task Loss: 0.3728 || KD Loss: 0.0848|| 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, 17:30:14 || Estimated Time: 1 day, 4:35:46
2023-07-26 04:16:46,474 semantic_segmentation INFO: Iters: 88820/150000 || Lr: 0.008923 || Task Loss: 0.3329 || KD Loss: 0.0756|| 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, 17:30:30 || Estimated Time: 1 day, 4:35:29
2023-07-26 04:17:02,487 semantic_segmentation INFO: Iters: 88830/150000 || Lr: 0.008922 || Task Loss: 0.5216 || KD Loss: 0.1127|| 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, 17:30:46 || Estimated Time: 1 day, 4:35:11
2023-07-26 04:17:18,563 semantic_segmentation INFO: Iters: 88840/150000 || Lr: 0.008920 || Task Loss: 0.3150 || KD Loss: 0.0635|| 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, 17:31:03 || Estimated Time: 1 day, 4:34:54
2023-07-26 04:17:34,673 semantic_segmentation INFO: Iters: 88850/150000 || Lr: 0.008919 || Task Loss: 0.4829 || KD Loss: 0.1000|| 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, 17:31:19 || Estimated Time: 1 day, 4:34:36
2023-07-26 04:17:50,701 semantic_segmentation INFO: Iters: 88860/150000 || Lr: 0.008918 || Task Loss: 0.3418 || KD Loss: 0.0717|| 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, 17:31:35 || Estimated Time: 1 day, 4:34:19
2023-07-26 04:18:06,866 semantic_segmentation INFO: Iters: 88870/150000 || Lr: 0.008916 || Task Loss: 0.2215 || KD Loss: 0.0332|| 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, 17:31:51 || Estimated Time: 1 day, 4:34:02
2023-07-26 04:18:22,983 semantic_segmentation INFO: Iters: 88880/150000 || Lr: 0.008915 || Task Loss: 0.3392 || KD Loss: 0.0512|| 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, 17:32:07 || Estimated Time: 1 day, 4:33:45
2023-07-26 04:18:39,014 semantic_segmentation INFO: Iters: 88890/150000 || Lr: 0.008914 || Task Loss: 0.2213 || KD Loss: 0.0244|| 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, 17:32:23 || Estimated Time: 1 day, 4:33:27
2023-07-26 04:18:55,106 semantic_segmentation INFO: Iters: 88900/150000 || Lr: 0.008912 || Task Loss: 0.3874 || KD Loss: 0.0681|| 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, 17:32:39 || Estimated Time: 1 day, 4:33:10
2023-07-26 04:19:11,121 semantic_segmentation INFO: Iters: 88910/150000 || Lr: 0.008911 || Task Loss: 0.3747 || KD Loss: 0.0624|| 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, 17:32:55 || Estimated Time: 1 day, 4:32:52
2023-07-26 04:19:27,163 semantic_segmentation INFO: Iters: 88920/150000 || Lr: 0.008910 || Task Loss: 0.4096 || KD Loss: 0.0765|| 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, 17:33:11 || Estimated Time: 1 day, 4:32:35
2023-07-26 04:19:43,249 semantic_segmentation INFO: Iters: 88930/150000 || Lr: 0.008908 || Task Loss: 0.3133 || 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: 1 day, 17:33:27 || Estimated Time: 1 day, 4:32:18
2023-07-26 04:19:59,349 semantic_segmentation INFO: Iters: 88940/150000 || Lr: 0.008907 || Task Loss: 0.3861 || KD Loss: 0.0597|| 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, 17:33:43 || Estimated Time: 1 day, 4:32:00
2023-07-26 04:20:15,416 semantic_segmentation INFO: Iters: 88950/150000 || Lr: 0.008906 || Task Loss: 0.2475 || KD Loss: 0.0293|| 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, 17:33:59 || Estimated Time: 1 day, 4:31:43
2023-07-26 04:20:31,468 semantic_segmentation INFO: Iters: 88960/150000 || Lr: 0.008904 || Task Loss: 0.2562 || KD Loss: 0.0296|| 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, 17:34:15 || Estimated Time: 1 day, 4:31:26
2023-07-26 04:20:47,526 semantic_segmentation INFO: Iters: 88970/150000 || Lr: 0.008903 || Task Loss: 0.3835 || KD Loss: 0.0669|| 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, 17:34:32 || Estimated Time: 1 day, 4:31:08
2023-07-26 04:21:03,561 semantic_segmentation INFO: Iters: 88980/150000 || Lr: 0.008902 || Task Loss: 0.3540 || KD Loss: 0.0434|| 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, 17:34:48 || Estimated Time: 1 day, 4:30:51
2023-07-26 04:21:19,593 semantic_segmentation INFO: Iters: 88990/150000 || Lr: 0.008901 || Task Loss: 0.2830 || KD Loss: 0.0443|| 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, 17:35:04 || Estimated Time: 1 day, 4:30:34
2023-07-26 04:21:35,552 semantic_segmentation INFO: Iters: 89000/150000 || Lr: 0.008899 || Task Loss: 0.2730 || KD Loss: 0.0394|| 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, 17:35:20 || Estimated Time: 1 day, 4:30:16
2023-07-26 04:21:51,550 semantic_segmentation INFO: Iters: 89010/150000 || Lr: 0.008898 || Task Loss: 0.3651 || KD Loss: 0.0651|| 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, 17:35:36 || Estimated Time: 1 day, 4:29:59
2023-07-26 04:22:07,555 semantic_segmentation INFO: Iters: 89020/150000 || Lr: 0.008897 || Task Loss: 0.4546 || KD Loss: 0.0569|| 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, 17:35:52 || Estimated Time: 1 day, 4:29:41
2023-07-26 04:22:23,565 semantic_segmentation INFO: Iters: 89030/150000 || Lr: 0.008895 || Task Loss: 0.4803 || KD Loss: 0.0856|| 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, 17:36:08 || Estimated Time: 1 day, 4:29:24
2023-07-26 04:22:39,616 semantic_segmentation INFO: Iters: 89040/150000 || Lr: 0.008894 || Task Loss: 0.4159 || KD Loss: 0.1280|| 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, 17:36:24 || Estimated Time: 1 day, 4:29:07
2023-07-26 04:22:55,639 semantic_segmentation INFO: Iters: 89050/150000 || Lr: 0.008893 || Task Loss: 0.2312 || KD Loss: 0.0351|| 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, 17:36:40 || Estimated Time: 1 day, 4:28:49
2023-07-26 04:23:11,690 semantic_segmentation INFO: Iters: 89060/150000 || Lr: 0.008891 || Task Loss: 0.2736 || KD Loss: 0.0350|| 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, 17:36:56 || Estimated Time: 1 day, 4:28:32
2023-07-26 04:23:27,685 semantic_segmentation INFO: Iters: 89070/150000 || Lr: 0.008890 || Task Loss: 0.3264 || KD Loss: 0.0528|| 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, 17:37:12 || Estimated Time: 1 day, 4:28:15
2023-07-26 04:23:43,697 semantic_segmentation INFO: Iters: 89080/150000 || Lr: 0.008889 || Task Loss: 0.3317 || KD Loss: 0.0574|| 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, 17:37:28 || Estimated Time: 1 day, 4:27:57
2023-07-26 04:23:59,662 semantic_segmentation INFO: Iters: 89090/150000 || Lr: 0.008887 || Task Loss: 0.2129 || KD Loss: 0.0411|| 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, 17:37:44 || Estimated Time: 1 day, 4:27:40
2023-07-26 04:24:15,637 semantic_segmentation INFO: Iters: 89100/150000 || Lr: 0.008886 || Task Loss: 0.3000 || KD Loss: 0.0392|| 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, 17:38:00 || Estimated Time: 1 day, 4:27:22
2023-07-26 04:24:31,619 semantic_segmentation INFO: Iters: 89110/150000 || Lr: 0.008885 || Task Loss: 0.2964 || KD Loss: 0.0502|| 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, 17:38:16 || Estimated Time: 1 day, 4:27:05
2023-07-26 04:24:48,002 semantic_segmentation INFO: Iters: 89120/150000 || Lr: 0.008883 || Task Loss: 0.3736 || KD Loss: 0.0658|| 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, 17:38:32 || Estimated Time: 1 day, 4:26:48
2023-07-26 04:25:04,029 semantic_segmentation INFO: Iters: 89130/150000 || Lr: 0.008882 || Task Loss: 0.4059 || KD Loss: 0.0628|| 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, 17:38:48 || Estimated Time: 1 day, 4:26:31
2023-07-26 04:25:20,067 semantic_segmentation INFO: Iters: 89140/150000 || Lr: 0.008881 || Task Loss: 0.3530 || KD Loss: 0.0578|| 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, 17:39:04 || Estimated Time: 1 day, 4:26:13
2023-07-26 04:25:36,159 semantic_segmentation INFO: Iters: 89150/150000 || Lr: 0.008880 || Task Loss: 0.3733 || KD Loss: 0.0545|| 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, 17:39:20 || Estimated Time: 1 day, 4:25:56
2023-07-26 04:25:52,189 semantic_segmentation INFO: Iters: 89160/150000 || Lr: 0.008878 || Task Loss: 0.4236 || KD Loss: 0.0565|| 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, 17:39:36 || Estimated Time: 1 day, 4:25:39
2023-07-26 04:26:08,234 semantic_segmentation INFO: Iters: 89170/150000 || Lr: 0.008877 || Task Loss: 0.3974 || KD Loss: 0.0905|| 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, 17:39:52 || Estimated Time: 1 day, 4:25:21
2023-07-26 04:26:24,314 semantic_segmentation INFO: Iters: 89180/150000 || Lr: 0.008876 || Task Loss: 0.2498 || KD Loss: 0.0447|| 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, 17:40:08 || Estimated Time: 1 day, 4:25:04
2023-07-26 04:26:40,338 semantic_segmentation INFO: Iters: 89190/150000 || Lr: 0.008874 || Task Loss: 0.4439 || KD Loss: 0.0715|| 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, 17:40:24 || Estimated Time: 1 day, 4:24:47
2023-07-26 04:26:56,396 semantic_segmentation INFO: Iters: 89200/150000 || Lr: 0.008873 || Task Loss: 0.3612 || KD Loss: 0.0443|| 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, 17:40:40 || Estimated Time: 1 day, 4:24:29
2023-07-26 04:27:12,464 semantic_segmentation INFO: Iters: 89210/150000 || Lr: 0.008872 || Task Loss: 0.3076 || KD Loss: 0.0940|| 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, 17:40:56 || Estimated Time: 1 day, 4:24:12
2023-07-26 04:27:28,453 semantic_segmentation INFO: Iters: 89220/150000 || Lr: 0.008870 || Task Loss: 0.2833 || KD Loss: 0.0504|| 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, 17:41:12 || Estimated Time: 1 day, 4:23:54
2023-07-26 04:27:44,476 semantic_segmentation INFO: Iters: 89230/150000 || Lr: 0.008869 || Task Loss: 0.2832 || KD Loss: 0.0468|| 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, 17:41:28 || Estimated Time: 1 day, 4:23:37
2023-07-26 04:28:00,512 semantic_segmentation INFO: Iters: 89240/150000 || Lr: 0.008868 || Task Loss: 0.3693 || KD Loss: 0.0718|| 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, 17:41:44 || Estimated Time: 1 day, 4:23:20
2023-07-26 04:28:16,512 semantic_segmentation INFO: Iters: 89250/150000 || Lr: 0.008866 || Task Loss: 0.3627 || KD Loss: 0.0748|| 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, 17:42:00 || Estimated Time: 1 day, 4:23:02
2023-07-26 04:28:32,498 semantic_segmentation INFO: Iters: 89260/150000 || Lr: 0.008865 || Task Loss: 0.3427 || KD Loss: 0.0419|| 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, 17:42:16 || Estimated Time: 1 day, 4:22:45
2023-07-26 04:28:48,534 semantic_segmentation INFO: Iters: 89270/150000 || Lr: 0.008864 || Task Loss: 0.2470 || KD Loss: 0.0435|| 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, 17:42:33 || Estimated Time: 1 day, 4:22:28
2023-07-26 04:29:04,555 semantic_segmentation INFO: Iters: 89280/150000 || Lr: 0.008862 || Task Loss: 0.4858 || KD Loss: 0.0727|| 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, 17:42:49 || Estimated Time: 1 day, 4:22:10
2023-07-26 04:29:20,574 semantic_segmentation INFO: Iters: 89290/150000 || Lr: 0.008861 || Task Loss: 0.3600 || KD Loss: 0.0436|| 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, 17:43:05 || Estimated Time: 1 day, 4:21:53
2023-07-26 04:29:39,050 semantic_segmentation INFO: Iters: 89300/150000 || Lr: 0.008860 || Task Loss: 0.3298 || KD Loss: 0.0542|| 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, 17:43:23 || Estimated Time: 1 day, 4:21:37
2023-07-26 04:29:55,856 semantic_segmentation INFO: Iters: 89310/150000 || Lr: 0.008858 || Task Loss: 0.3116 || KD Loss: 0.0458|| 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, 17:43:40 || Estimated Time: 1 day, 4:21:20
2023-07-26 04:30:11,777 semantic_segmentation INFO: Iters: 89320/150000 || Lr: 0.008857 || Task Loss: 0.3257 || KD Loss: 0.0552|| 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, 17:43:56 || Estimated Time: 1 day, 4:21:03
2023-07-26 04:30:27,770 semantic_segmentation INFO: Iters: 89330/150000 || Lr: 0.008856 || Task Loss: 0.3870 || KD Loss: 0.0406|| 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, 17:44:12 || Estimated Time: 1 day, 4:20:46
2023-07-26 04:30:43,808 semantic_segmentation INFO: Iters: 89340/150000 || Lr: 0.008855 || Task Loss: 0.2950 || KD Loss: 0.0514|| 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, 17:44:28 || Estimated Time: 1 day, 4:20:28
2023-07-26 04:30:59,738 semantic_segmentation INFO: Iters: 89350/150000 || Lr: 0.008853 || Task Loss: 0.4661 || KD Loss: 0.0923|| 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, 17:44:44 || Estimated Time: 1 day, 4:20:11
2023-07-26 04:31:15,704 semantic_segmentation INFO: Iters: 89360/150000 || Lr: 0.008852 || Task Loss: 0.4462 || KD Loss: 0.0641|| 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, 17:45:00 || Estimated Time: 1 day, 4:19:53
2023-07-26 04:31:31,700 semantic_segmentation INFO: Iters: 89370/150000 || Lr: 0.008851 || Task Loss: 0.3471 || KD Loss: 0.0543|| 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, 17:45:16 || Estimated Time: 1 day, 4:19:36
2023-07-26 04:31:47,730 semantic_segmentation INFO: Iters: 89380/150000 || Lr: 0.008849 || Task Loss: 0.3931 || KD Loss: 0.0586|| 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, 17:45:32 || Estimated Time: 1 day, 4:19:19
2023-07-26 04:32:03,769 semantic_segmentation INFO: Iters: 89390/150000 || Lr: 0.008848 || Task Loss: 0.3344 || KD Loss: 0.0455|| 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, 17:45:48 || Estimated Time: 1 day, 4:19:01
2023-07-26 04:32:19,814 semantic_segmentation INFO: Iters: 89400/150000 || Lr: 0.008847 || Task Loss: 0.4391 || KD Loss: 0.0704|| 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, 17:46:04 || Estimated Time: 1 day, 4:18:44
2023-07-26 04:32:35,853 semantic_segmentation INFO: Iters: 89410/150000 || Lr: 0.008845 || Task Loss: 0.3143 || KD Loss: 0.0506|| 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, 17:46:20 || Estimated Time: 1 day, 4:18:27
2023-07-26 04:32:51,848 semantic_segmentation INFO: Iters: 89420/150000 || Lr: 0.008844 || Task Loss: 0.3240 || KD Loss: 0.0414|| 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, 17:46:36 || Estimated Time: 1 day, 4:18:09
2023-07-26 04:33:07,856 semantic_segmentation INFO: Iters: 89430/150000 || Lr: 0.008843 || Task Loss: 0.3579 || KD Loss: 0.0524|| 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, 17:46:52 || Estimated Time: 1 day, 4:17:52
2023-07-26 04:33:23,907 semantic_segmentation INFO: Iters: 89440/150000 || Lr: 0.008841 || Task Loss: 0.5176 || KD Loss: 0.0770|| 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, 17:47:08 || Estimated Time: 1 day, 4:17:35
2023-07-26 04:33:39,947 semantic_segmentation INFO: Iters: 89450/150000 || Lr: 0.008840 || Task Loss: 0.5247 || KD Loss: 0.0869|| 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, 17:47:24 || Estimated Time: 1 day, 4:17:17
2023-07-26 04:33:56,036 semantic_segmentation INFO: Iters: 89460/150000 || Lr: 0.008839 || Task Loss: 0.3419 || KD Loss: 0.0372|| 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, 17:47:40 || Estimated Time: 1 day, 4:17:00
2023-07-26 04:34:12,073 semantic_segmentation INFO: Iters: 89470/150000 || Lr: 0.008837 || Task Loss: 0.3125 || KD Loss: 0.0723|| 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, 17:47:56 || Estimated Time: 1 day, 4:16:43
2023-07-26 04:34:28,056 semantic_segmentation INFO: Iters: 89480/150000 || Lr: 0.008836 || Task Loss: 0.3855 || KD Loss: 0.0656|| 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, 17:48:12 || Estimated Time: 1 day, 4:16:25
2023-07-26 04:34:44,064 semantic_segmentation INFO: Iters: 89490/150000 || Lr: 0.008835 || Task Loss: 0.3551 || KD Loss: 0.0561|| 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, 17:48:28 || Estimated Time: 1 day, 4:16:08
2023-07-26 04:35:00,091 semantic_segmentation INFO: Iters: 89500/150000 || Lr: 0.008834 || Task Loss: 0.3373 || KD Loss: 0.0769|| 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, 17:48:44 || Estimated Time: 1 day, 4:15:50
2023-07-26 04:35:16,133 semantic_segmentation INFO: Iters: 89510/150000 || Lr: 0.008832 || Task Loss: 0.2850 || KD Loss: 0.0536|| 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, 17:49:00 || Estimated Time: 1 day, 4:15:33
2023-07-26 04:35:32,152 semantic_segmentation INFO: Iters: 89520/150000 || Lr: 0.008831 || Task Loss: 0.3449 || KD Loss: 0.0473|| 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, 17:49:16 || Estimated Time: 1 day, 4:15:16
2023-07-26 04:35:48,170 semantic_segmentation INFO: Iters: 89530/150000 || Lr: 0.008830 || Task Loss: 0.4178 || KD Loss: 0.0788|| 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, 17:49:32 || Estimated Time: 1 day, 4:14:58
2023-07-26 04:36:04,194 semantic_segmentation INFO: Iters: 89540/150000 || Lr: 0.008828 || Task Loss: 0.2807 || KD Loss: 0.0321|| 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, 17:49:48 || Estimated Time: 1 day, 4:14:41
2023-07-26 04:36:20,206 semantic_segmentation INFO: Iters: 89550/150000 || Lr: 0.008827 || Task Loss: 0.4108 || KD Loss: 0.0780|| 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, 17:50:04 || Estimated Time: 1 day, 4:14:24
2023-07-26 04:36:36,245 semantic_segmentation INFO: Iters: 89560/150000 || Lr: 0.008826 || Task Loss: 0.3141 || KD Loss: 0.0485|| 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, 17:50:20 || Estimated Time: 1 day, 4:14:06
2023-07-26 04:36:52,322 semantic_segmentation INFO: Iters: 89570/150000 || Lr: 0.008824 || Task Loss: 0.2903 || KD Loss: 0.0448|| 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, 17:50:36 || Estimated Time: 1 day, 4:13:49
2023-07-26 04:37:08,343 semantic_segmentation INFO: Iters: 89580/150000 || Lr: 0.008823 || Task Loss: 0.3831 || KD Loss: 0.0669|| 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, 17:50:52 || Estimated Time: 1 day, 4:13:32
2023-07-26 04:37:24,338 semantic_segmentation INFO: Iters: 89590/150000 || Lr: 0.008822 || Task Loss: 0.3484 || KD Loss: 0.0567|| 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, 17:51:08 || Estimated Time: 1 day, 4:13:14
2023-07-26 04:37:40,376 semantic_segmentation INFO: Iters: 89600/150000 || Lr: 0.008820 || Task Loss: 0.3760 || KD Loss: 0.0517|| 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, 17:51:24 || Estimated Time: 1 day, 4:12:57
2023-07-26 04:37:40,489 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:37:40,941 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 04:37:40,963 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.136
2023-07-26 04:37:40,975 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-26 04:37:40,988 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-26 04:37:41,001 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.244
2023-07-26 04:37:41,013 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.259
2023-07-26 04:37:41,027 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.932, mIoU: 0.298
2023-07-26 04:37:41,040 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.938, mIoU: 0.302
2023-07-26 04:37:41,053 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.941, mIoU: 0.342
2023-07-26 04:37:41,067 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.385
2023-07-26 04:37:41,080 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.407
2023-07-26 04:37:41,094 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.453
2023-07-26 04:37:41,107 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.444
2023-07-26 04:37:41,120 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.424
2023-07-26 04:37:41,134 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.928, mIoU: 0.421
2023-07-26 04:37:41,146 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.929, mIoU: 0.417
2023-07-26 04:37:41,158 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.416
2023-07-26 04:37:41,171 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.415
2023-07-26 04:37:41,187 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.421
2023-07-26 04:37:41,202 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.465
2023-07-26 04:37:41,215 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.480
2023-07-26 04:37:41,230 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.491
2023-07-26 04:37:41,244 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.521
2023-07-26 04:37:41,259 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.522
2023-07-26 04:37:41,274 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.521
2023-07-26 04:37:41,288 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.532
2023-07-26 04:37:41,302 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.535
2023-07-26 04:37:41,313 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.537
2023-07-26 04:37:41,328 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.526
2023-07-26 04:37:41,343 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.526
2023-07-26 04:37:41,356 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.531
2023-07-26 04:37:41,371 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.530
2023-07-26 04:37:41,385 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.538
2023-07-26 04:37:41,400 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.534
2023-07-26 04:37:41,414 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.559
2023-07-26 04:37:41,429 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.559
2023-07-26 04:37:41,442 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.560
2023-07-26 04:37:41,454 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-26 04:37:41,470 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.608
2023-07-26 04:37:41,483 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.606
2023-07-26 04:37:41,496 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.630
2023-07-26 04:37:41,511 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.630
2023-07-26 04:37:41,525 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.625
2023-07-26 04:37:41,537 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.625
2023-07-26 04:37:41,552 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.638
2023-07-26 04:37:41,567 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.641
2023-07-26 04:37:41,580 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-26 04:37:41,591 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 04:37:41,606 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.648
2023-07-26 04:37:41,621 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.644
2023-07-26 04:37:41,636 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.644
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2023-07-26 04:37:41,664 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.640
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2023-07-26 04:37:41,764 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-26 04:37:41,777 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-26 04:37:41,792 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-26 04:37:41,804 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-26 04:37:41,821 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-26 04:37:41,834 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.691
2023-07-26 04:37:41,849 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.690
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2023-07-26 04:37:41,876 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-26 04:37:41,890 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-26 04:37:41,904 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-26 04:37:41,919 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-26 04:37:41,932 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-26 04:37:41,946 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-26 04:37:41,961 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-26 04:37:41,974 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-26 04:37:41,989 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-26 04:37:42,003 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-26 04:37:42,012 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-26 04:37:42,026 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-26 04:37:42,042 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-26 04:37:42,054 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-26 04:37:42,068 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 04:37:42,083 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 04:37:42,097 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 04:37:42,112 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 04:37:42,127 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 04:37:42,141 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 04:37:42,156 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-26 04:37:42,170 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 04:37:42,183 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 04:37:42,199 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.683
2023-07-26 04:37:42,214 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-26 04:37:42,229 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-26 04:37:42,243 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 04:37:42,258 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-26 04:37:42,272 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-26 04:37:42,285 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-26 04:37:42,298 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 04:37:42,312 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-26 04:37:42,324 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-26 04:37:42,338 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-26 04:37:42,351 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-26 04:37:42,363 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-26 04:37:42,376 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-26 04:37:42,390 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-26 04:37:42,402 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-26 04:37:42,415 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-26 04:37:42,429 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-26 04:37:42,442 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-26 04:37:42,454 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.692
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2023-07-26 04:37:42,492 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-26 04:37:42,505 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-26 04:37:42,519 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-26 04:37:42,531 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-26 04:37:42,544 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.685
2023-07-26 04:37:42,558 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.685
2023-07-26 04:37:42,570 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-26 04:37:42,584 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.681
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2023-07-26 04:37:42,623 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.680
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2023-07-26 04:37:42,652 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-26 04:37:42,660 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-26 04:37:42,671 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-26 04:37:42,686 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-26 04:37:42,695 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-26 04:37:42,707 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-26 04:37:42,722 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-26 04:37:42,736 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-26 04:37:42,749 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-26 04:37:42,763 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.697
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2023-07-26 04:37:42,788 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.697
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2023-07-26 04:37:42,884 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.701
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2023-07-26 04:37:42,913 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-26 04:37:42,927 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-26 04:37:42,942 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.705
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2023-07-26 04:37:42,965 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.715
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2023-07-26 04:37:43,005 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:37:46,346 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 04:37:46,427 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.931, mIoU: 0.692
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2023-07-26 04:37:46,483 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.931, mIoU: 0.691
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2023-07-26 04:37:46,563 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.929, mIoU: 0.689
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2023-07-26 04:37:46,738 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 04:37:46,874 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 04:37:46,917 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 04:37:46,932 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 04:37:46,975 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 04:37:46,990 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:37:47,003 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 04:37:47,017 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 04:37:47,072 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 04:37:47,100 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 04:37:47,162 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 04:37:47,176 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 04:37:47,190 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 04:37:47,204 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:37:47,218 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:37:47,233 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 04:37:47,248 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 04:37:47,268 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 04:37:47,281 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 04:37:47,293 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:37:47,308 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 04:37:47,320 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 04:37:47,334 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 04:37:47,349 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 04:37:47,364 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 04:37:47,526 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 04:37:47,540 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 04:37:47,693 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 04:37:47,707 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 04:37:47,734 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 04:37:47,761 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 04:37:47,788 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 04:37:47,803 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 04:37:47,874 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 04:37:47,916 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 04:37:47,974 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.931, mIoU: 0.697
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2023-07-26 04:37:48,014 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-26 04:37:48,042 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:37:48,056 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:37:48,069 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:37:48,083 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:37:48,097 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:37:48,111 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 04:37:48,125 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 04:37:48,137 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 04:37:48,151 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 04:37:48,164 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 04:37:48,175 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:48,186 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 04:37:48,215 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 04:37:48,229 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 04:37:48,243 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.932, mIoU: 0.705
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2023-07-26 04:37:48,268 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:48,284 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 04:37:48,314 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:48,328 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:48,341 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.932, mIoU: 0.705
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2023-07-26 04:37:48,397 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 04:37:48,421 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:48,436 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:48,449 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:48,463 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 04:37:48,490 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-26 04:37:49,026 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:37:49,040 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,051 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,065 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,079 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,092 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,106 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,121 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,133 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,146 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:37:49,160 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,174 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,186 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,200 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,214 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,228 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:37:49,242 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:37:49,256 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:49,271 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:49,285 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:49,301 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:49,315 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:49,327 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:49,341 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:49,355 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,369 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,381 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,396 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,409 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,423 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:49,437 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,452 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,466 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,480 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,494 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,508 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,521 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:49,535 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:49,549 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:49,566 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:49,580 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:49,594 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:49,604 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:49,617 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,631 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,644 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,657 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,670 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,683 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,697 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,713 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,727 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,742 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:49,755 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:49,769 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:49,782 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,796 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:49,810 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:49,826 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,840 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,855 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,869 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,882 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,896 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:49,910 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,922 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,934 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,947 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:49,961 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 04:37:49,975 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 04:37:49,987 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,001 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,015 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,029 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,041 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,053 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,060 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 04:37:50,074 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:50,088 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 04:37:50,103 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:50,119 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:50,133 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:50,147 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,162 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,176 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,188 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,202 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,216 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,230 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,244 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,256 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,269 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:50,281 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:50,295 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:50,309 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:50,322 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:50,335 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:50,349 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,364 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,375 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,388 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,401 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,412 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,426 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,440 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,454 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,468 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,482 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,496 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,508 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,523 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,537 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,552 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,567 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,581 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:50,595 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:50,607 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:50,620 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:50,632 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:50,646 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,661 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,673 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,685 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:50,699 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,713 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,727 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,741 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,755 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,767 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:50,781 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:50,793 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,806 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,820 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,833 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:50,848 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,861 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,875 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:50,890 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,902 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,914 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,929 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,944 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:50,958 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,973 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,985 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:50,997 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:51,011 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:51,023 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:51,037 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,054 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,066 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,080 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,093 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,108 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,123 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,135 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,147 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,161 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,176 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,188 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,202 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,216 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,229 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,241 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,255 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,270 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,286 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,298 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,312 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,325 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,340 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,352 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,365 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,379 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,393 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,405 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,421 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,435 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,450 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,465 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,478 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,490 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:51,504 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,517 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:51,530 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,543 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,558 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,570 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,583 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:51,597 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,613 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:51,628 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,643 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,656 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:51,668 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,683 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,697 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,712 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,727 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,738 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:51,751 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,761 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,776 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,790 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,803 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,817 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:51,827 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,839 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:51,853 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,867 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:51,879 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,892 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,905 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,919 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,931 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,945 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,958 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,972 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,987 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:51,999 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:52,014 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:37:52,028 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,042 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,056 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,070 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,084 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,098 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,112 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,127 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,141 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,153 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,166 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,178 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,194 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,207 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,222 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,236 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,247 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,261 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,276 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,290 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,302 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,318 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,333 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,346 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,359 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,374 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,388 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,401 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:52,412 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:52,428 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,442 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,456 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,469 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,483 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,497 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,512 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,526 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,539 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,552 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,565 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,579 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,592 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,604 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:37:52,619 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,631 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,645 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,659 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,673 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,686 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,700 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,713 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,727 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,741 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,755 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,770 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,785 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,794 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,807 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,820 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:52,834 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:52,848 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:52,863 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:52,875 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,889 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,903 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,917 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,932 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,947 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,959 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:37:52,974 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:52,988 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:53,003 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:53,015 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 04:37:53,030 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:53,044 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:53,060 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:53,072 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,087 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,101 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,114 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,129 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,143 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,156 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,169 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:53,182 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,195 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,209 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,223 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,237 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,251 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,265 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,278 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,290 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,304 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:53,316 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,329 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,345 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,359 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 04:37:53,373 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,388 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,400 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,413 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,428 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,443 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,455 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,470 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,482 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,497 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,511 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,526 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,541 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,555 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,564 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,579 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,593 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,606 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,620 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,634 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,648 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,660 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,674 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,688 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,702 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,716 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,730 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,745 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,759 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,771 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,785 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,799 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,813 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:53,825 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,840 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,854 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,868 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,875 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,887 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,899 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,911 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,923 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:53,937 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,950 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,964 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,975 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:53,988 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,002 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,012 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,027 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,040 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,054 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,069 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,083 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,097 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,108 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,122 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,136 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,150 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,165 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,179 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,191 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,200 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,211 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,223 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,235 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,249 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,261 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,275 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,289 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,303 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,316 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,330 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,345 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,360 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,375 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,389 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,403 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,417 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,432 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,445 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 04:37:54,458 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,472 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,484 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,500 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,513 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 04:37:54,527 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,542 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,559 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,574 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,587 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,602 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,616 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:37:54,630 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,644 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,656 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,668 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,683 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,697 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:37:54,711 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:37:54,725 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:37:54,739 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:37:54,754 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:37:54,768 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,782 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,794 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,809 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,819 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,831 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,845 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:37:54,857 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:54,871 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:54,885 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:54,900 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:54,914 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:54,929 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:54,944 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:37:54,958 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:54,970 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:54,985 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:54,997 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,011 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,025 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,037 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,051 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,064 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:37:55,078 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:55,092 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:37:55,107 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,122 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,136 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,148 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,160 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,174 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:37:55,186 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,199 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,214 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,228 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,243 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,256 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:37:55,268 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,283 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,298 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,313 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,326 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,339 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,354 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,370 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,385 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:37:55,399 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,413 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,427 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,440 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,454 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,469 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,483 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,496 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,510 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,522 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,536 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,550 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:37:55,564 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,576 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:37:55,589 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,603 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,619 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,631 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,645 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,660 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,673 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,688 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,702 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,717 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,730 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,744 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,759 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,772 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,786 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,798 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:55,806 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,821 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,835 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,847 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:55,862 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:55,876 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:55,889 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,902 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,916 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,930 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,944 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,961 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,974 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:55,990 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:56,004 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:56,017 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:37:56,031 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,045 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,059 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,071 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,083 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,098 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,112 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,127 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,142 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,153 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,168 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,181 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,194 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,208 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,223 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:37:56,237 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,251 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,264 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,278 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,292 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,307 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,321 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,334 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,349 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,362 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,376 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,388 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,402 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,416 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,430 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,444 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,454 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,466 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,482 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,497 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,509 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,523 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,538 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,552 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,565 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,578 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,593 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,605 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,620 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,632 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:56,644 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 04:37:56,672 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,687 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,701 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,713 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,727 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,741 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,753 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,767 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:56,781 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,795 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,809 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,821 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,834 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,848 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:56,862 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,876 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:56,888 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,902 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,918 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:37:56,931 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:56,941 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:56,955 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:56,969 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:56,983 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:37:56,997 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:57,009 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:37:57,023 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,037 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,049 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,063 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,077 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,092 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,106 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,122 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,136 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,149 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,163 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,176 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,189 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,204 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,219 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:57,231 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:57,246 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,257 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,271 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,285 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,299 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,312 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,326 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,342 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,356 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,366 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,383 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,399 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:57,409 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,423 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,438 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:57,452 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,464 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,476 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,490 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,503 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,517 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,529 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,544 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,556 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,568 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,582 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,596 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,610 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,625 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,641 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,653 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,667 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,681 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,695 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,710 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,723 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,735 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,751 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,765 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,780 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,792 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,805 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,819 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:57,834 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,846 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,859 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,873 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,887 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,901 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,915 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,929 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,944 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,956 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,970 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,984 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:57,996 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,010 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,024 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,038 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,052 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,066 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,081 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,095 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,108 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,123 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,138 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,153 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,166 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,181 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,195 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,207 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,220 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,234 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,249 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,261 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,275 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,290 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,304 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,318 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:58,332 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,347 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,361 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,373 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,385 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,398 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:58,412 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,424 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,438 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:37:58,452 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,465 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,477 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,492 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,503 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,516 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,531 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,546 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,560 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,574 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,587 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,601 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:58,615 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,628 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,643 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,658 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,672 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,685 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,699 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,714 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,728 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,742 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,754 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,768 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,782 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,796 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 04:37:58,811 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,823 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,837 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,851 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,866 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,880 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,894 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,907 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,922 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,931 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,945 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,957 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:58,969 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 04:37:58,999 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:59,012 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 04:37:59,075 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 04:37:59,213 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 04:37:59,319 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 04:37:59,332 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:59,346 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 04:37:59,483 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:59,497 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,504 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,518 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,530 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,542 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,556 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,571 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:59,585 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:59,600 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 04:37:59,614 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,629 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,644 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,656 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,670 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,685 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,700 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,714 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,728 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,744 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,757 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,771 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,785 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,799 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,812 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,824 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,839 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,853 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,867 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,881 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,895 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,909 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,923 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 04:37:59,936 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:37:59,949 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:37:59,962 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,975 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:37:59,990 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,004 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,018 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,030 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,044 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,058 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,072 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,086 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,100 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,115 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,131 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,144 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,159 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,172 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,187 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,201 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,216 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,231 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,245 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,259 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,270 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,284 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,300 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,315 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,329 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 04:38:00,342 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,356 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,366 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,376 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,391 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,405 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,419 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,432 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,446 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,459 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,471 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,486 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,499 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,512 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,525 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,536 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,550 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,564 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,577 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,589 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,603 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,616 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 04:38:00,631 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:00,645 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:00,657 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:00,670 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:00,684 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:00,700 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 04:38:16,682 semantic_segmentation INFO: Iters: 89610/150000 || Lr: 0.008819 || Task Loss: 0.4765 || KD Loss: 0.0738|| 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, 17:52:01 || Estimated Time: 1 day, 4:12:53
2023-07-26 04:38:32,668 semantic_segmentation INFO: Iters: 89620/150000 || Lr: 0.008818 || Task Loss: 0.4427 || KD Loss: 0.0695|| 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, 17:52:17 || Estimated Time: 1 day, 4:12:36
2023-07-26 04:38:48,743 semantic_segmentation INFO: Iters: 89630/150000 || Lr: 0.008816 || Task Loss: 0.2678 || KD Loss: 0.0551|| 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, 17:52:33 || Estimated Time: 1 day, 4:12:19
2023-07-26 04:39:04,815 semantic_segmentation INFO: Iters: 89640/150000 || Lr: 0.008815 || Task Loss: 0.3129 || KD Loss: 0.0514|| 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, 17:52:49 || Estimated Time: 1 day, 4:12:01
2023-07-26 04:39:20,841 semantic_segmentation INFO: Iters: 89650/150000 || Lr: 0.008814 || Task Loss: 0.3315 || KD Loss: 0.0684|| 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, 17:53:05 || Estimated Time: 1 day, 4:11:44
2023-07-26 04:39:36,875 semantic_segmentation INFO: Iters: 89660/150000 || Lr: 0.008812 || Task Loss: 0.2629 || KD Loss: 0.0340|| 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, 17:53:21 || Estimated Time: 1 day, 4:11:26
2023-07-26 04:39:52,893 semantic_segmentation INFO: Iters: 89670/150000 || Lr: 0.008811 || Task Loss: 0.3971 || KD Loss: 0.0609|| 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, 17:53:37 || Estimated Time: 1 day, 4:11:09
2023-07-26 04:40:08,963 semantic_segmentation INFO: Iters: 89680/150000 || Lr: 0.008810 || Task Loss: 0.3925 || KD Loss: 0.0893|| 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, 17:53:53 || Estimated Time: 1 day, 4:10:52
2023-07-26 04:40:24,983 semantic_segmentation INFO: Iters: 89690/150000 || Lr: 0.008809 || Task Loss: 0.3478 || KD Loss: 0.0606|| 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, 17:54:09 || Estimated Time: 1 day, 4:10:34
2023-07-26 04:40:40,957 semantic_segmentation INFO: Iters: 89700/150000 || Lr: 0.008807 || Task Loss: 0.2804 || KD Loss: 0.0398|| 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, 17:54:25 || Estimated Time: 1 day, 4:10:17
2023-07-26 04:40:56,981 semantic_segmentation INFO: Iters: 89710/150000 || Lr: 0.008806 || Task Loss: 0.4230 || KD Loss: 0.0682|| 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, 17:54:41 || Estimated Time: 1 day, 4:10:00
2023-07-26 04:41:13,034 semantic_segmentation INFO: Iters: 89720/150000 || Lr: 0.008805 || Task Loss: 0.3833 || KD Loss: 0.0704|| 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, 17:54:57 || Estimated Time: 1 day, 4:09:42
2023-07-26 04:41:29,087 semantic_segmentation INFO: Iters: 89730/150000 || Lr: 0.008803 || Task Loss: 0.4422 || KD Loss: 0.0797|| 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, 17:55:13 || Estimated Time: 1 day, 4:09:25
2023-07-26 04:41:45,113 semantic_segmentation INFO: Iters: 89740/150000 || Lr: 0.008802 || Task Loss: 0.3016 || KD Loss: 0.0585|| 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, 17:55:29 || Estimated Time: 1 day, 4:09:08
2023-07-26 04:42:01,094 semantic_segmentation INFO: Iters: 89750/150000 || Lr: 0.008801 || Task Loss: 0.4354 || KD Loss: 0.0755|| 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, 17:55:45 || Estimated Time: 1 day, 4:08:50
2023-07-26 04:42:17,144 semantic_segmentation INFO: Iters: 89760/150000 || Lr: 0.008799 || Task Loss: 0.3021 || KD Loss: 0.0671|| 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, 17:56:01 || Estimated Time: 1 day, 4:08:33
2023-07-26 04:42:33,186 semantic_segmentation INFO: Iters: 89770/150000 || Lr: 0.008798 || Task Loss: 0.3859 || KD Loss: 0.0709|| 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, 17:56:17 || Estimated Time: 1 day, 4:08:16
2023-07-26 04:42:49,252 semantic_segmentation INFO: Iters: 89780/150000 || Lr: 0.008797 || Task Loss: 0.2879 || KD Loss: 0.0541|| 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, 17:56:33 || Estimated Time: 1 day, 4:07:58
2023-07-26 04:43:05,309 semantic_segmentation INFO: Iters: 89790/150000 || Lr: 0.008795 || Task Loss: 0.2942 || KD Loss: 0.0633|| 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, 17:56:49 || Estimated Time: 1 day, 4:07:41
2023-07-26 04:43:21,329 semantic_segmentation INFO: Iters: 89800/150000 || Lr: 0.008794 || Task Loss: 0.4204 || KD Loss: 0.0923|| 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, 17:57:05 || Estimated Time: 1 day, 4:07:24
2023-07-26 04:43:37,303 semantic_segmentation INFO: Iters: 89810/150000 || Lr: 0.008793 || Task Loss: 0.4342 || KD Loss: 0.0802|| 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, 17:57:21 || Estimated Time: 1 day, 4:07:06
2023-07-26 04:43:53,290 semantic_segmentation INFO: Iters: 89820/150000 || Lr: 0.008791 || Task Loss: 0.1858 || KD Loss: 0.0454|| 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, 17:57:37 || Estimated Time: 1 day, 4:06:49
2023-07-26 04:44:09,260 semantic_segmentation INFO: Iters: 89830/150000 || Lr: 0.008790 || Task Loss: 0.3147 || KD Loss: 0.0634|| 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, 17:57:53 || Estimated Time: 1 day, 4:06:31
2023-07-26 04:44:25,215 semantic_segmentation INFO: Iters: 89840/150000 || Lr: 0.008789 || Task Loss: 0.2719 || KD Loss: 0.0616|| 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, 17:58:09 || Estimated Time: 1 day, 4:06:14
2023-07-26 04:44:41,200 semantic_segmentation INFO: Iters: 89850/150000 || Lr: 0.008788 || Task Loss: 0.2407 || KD Loss: 0.0430|| 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, 17:58:25 || Estimated Time: 1 day, 4:05:57
2023-07-26 04:44:57,217 semantic_segmentation INFO: Iters: 89860/150000 || Lr: 0.008786 || Task Loss: 0.4936 || KD Loss: 0.0892|| 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, 17:58:41 || Estimated Time: 1 day, 4:05:39
2023-07-26 04:45:13,258 semantic_segmentation INFO: Iters: 89870/150000 || Lr: 0.008785 || Task Loss: 0.3175 || KD Loss: 0.0417|| 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, 17:58:57 || Estimated Time: 1 day, 4:05:22
2023-07-26 04:45:29,260 semantic_segmentation INFO: Iters: 89880/150000 || Lr: 0.008784 || Task Loss: 0.3386 || KD Loss: 0.0555|| 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, 17:59:13 || Estimated Time: 1 day, 4:05:05
2023-07-26 04:45:45,257 semantic_segmentation INFO: Iters: 89890/150000 || Lr: 0.008782 || Task Loss: 0.4617 || KD Loss: 0.0472|| 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, 17:59:29 || Estimated Time: 1 day, 4:04:47
2023-07-26 04:46:01,213 semantic_segmentation INFO: Iters: 89900/150000 || Lr: 0.008781 || Task Loss: 0.3810 || KD Loss: 0.0672|| 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, 17:59:45 || Estimated Time: 1 day, 4:04:30
2023-07-26 04:46:17,185 semantic_segmentation INFO: Iters: 89910/150000 || Lr: 0.008780 || Task Loss: 0.3186 || KD Loss: 0.0431|| 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, 18:00:01 || Estimated Time: 1 day, 4:04:13
2023-07-26 04:46:33,178 semantic_segmentation INFO: Iters: 89920/150000 || Lr: 0.008778 || Task Loss: 0.3244 || KD Loss: 0.0509|| 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, 18:00:17 || Estimated Time: 1 day, 4:03:55
2023-07-26 04:46:49,156 semantic_segmentation INFO: Iters: 89930/150000 || Lr: 0.008777 || Task Loss: 0.2994 || KD Loss: 0.0380|| 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, 18:00:33 || Estimated Time: 1 day, 4:03:38
2023-07-26 04:47:05,150 semantic_segmentation INFO: Iters: 89940/150000 || Lr: 0.008776 || Task Loss: 0.4345 || KD Loss: 0.0572|| 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, 18:00:49 || Estimated Time: 1 day, 4:03:20
2023-07-26 04:47:21,124 semantic_segmentation INFO: Iters: 89950/150000 || Lr: 0.008774 || Task Loss: 0.3618 || KD Loss: 0.0668|| 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, 18:01:05 || Estimated Time: 1 day, 4:03:03
2023-07-26 04:47:37,091 semantic_segmentation INFO: Iters: 89960/150000 || Lr: 0.008773 || Task Loss: 0.7098 || KD Loss: 0.3163|| 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, 18:01:21 || Estimated Time: 1 day, 4:02:46
2023-07-26 04:47:53,095 semantic_segmentation INFO: Iters: 89970/150000 || Lr: 0.008772 || Task Loss: 0.4620 || KD Loss: 0.0963|| 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, 18:01:37 || Estimated Time: 1 day, 4:02:28
2023-07-26 04:48:09,075 semantic_segmentation INFO: Iters: 89980/150000 || Lr: 0.008770 || Task Loss: 0.3899 || KD Loss: 0.0833|| 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, 18:01:53 || Estimated Time: 1 day, 4:02:11
2023-07-26 04:48:25,090 semantic_segmentation INFO: Iters: 89990/150000 || Lr: 0.008769 || Task Loss: 0.2589 || KD Loss: 0.0446|| 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, 18:02:09 || Estimated Time: 1 day, 4:01:54
2023-07-26 04:48:41,143 semantic_segmentation INFO: Iters: 90000/150000 || Lr: 0.008768 || Task Loss: 0.4054 || KD Loss: 0.0646|| 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, 18:02:25 || Estimated Time: 1 day, 4:01:36
2023-07-26 04:48:57,142 semantic_segmentation INFO: Iters: 90010/150000 || Lr: 0.008766 || Task Loss: 0.2388 || KD Loss: 0.0454|| 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, 18:02:41 || Estimated Time: 1 day, 4:01:19
2023-07-26 04:49:13,216 semantic_segmentation INFO: Iters: 90020/150000 || Lr: 0.008765 || Task Loss: 0.3144 || KD Loss: 0.0735|| 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, 18:02:57 || Estimated Time: 1 day, 4:01:02
2023-07-26 04:49:29,214 semantic_segmentation INFO: Iters: 90030/150000 || Lr: 0.008764 || Task Loss: 0.3764 || KD Loss: 0.0699|| 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, 18:03:13 || Estimated Time: 1 day, 4:00:44
2023-07-26 04:49:45,256 semantic_segmentation INFO: Iters: 90040/150000 || Lr: 0.008763 || Task Loss: 0.3991 || KD Loss: 0.0858|| 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, 18:03:29 || Estimated Time: 1 day, 4:00:27
2023-07-26 04:50:01,361 semantic_segmentation INFO: Iters: 90050/150000 || Lr: 0.008761 || Task Loss: 0.2531 || KD Loss: 0.0409|| 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, 18:03:45 || Estimated Time: 1 day, 4:00:10
2023-07-26 04:50:17,325 semantic_segmentation INFO: Iters: 90060/150000 || Lr: 0.008760 || Task Loss: 0.3412 || KD Loss: 0.0591|| 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, 18:04:01 || Estimated Time: 1 day, 3:59:52
2023-07-26 04:50:33,305 semantic_segmentation INFO: Iters: 90070/150000 || Lr: 0.008759 || Task Loss: 0.3876 || KD Loss: 0.0496|| 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, 18:04:17 || Estimated Time: 1 day, 3:59:35
2023-07-26 04:50:49,362 semantic_segmentation INFO: Iters: 90080/150000 || Lr: 0.008757 || Task Loss: 0.4220 || KD Loss: 0.0635|| 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, 18:04:33 || Estimated Time: 1 day, 3:59:18
2023-07-26 04:51:05,402 semantic_segmentation INFO: Iters: 90090/150000 || Lr: 0.008756 || Task Loss: 0.4611 || KD Loss: 0.0787|| 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, 18:04:49 || Estimated Time: 1 day, 3:59:00
2023-07-26 04:51:21,368 semantic_segmentation INFO: Iters: 90100/150000 || Lr: 0.008755 || Task Loss: 0.2500 || KD Loss: 0.0419|| 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, 18:05:05 || Estimated Time: 1 day, 3:58:43
2023-07-26 04:51:37,355 semantic_segmentation INFO: Iters: 90110/150000 || Lr: 0.008753 || Task Loss: 0.4976 || KD Loss: 0.0793|| 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: 1 day, 18:05:21 || Estimated Time: 1 day, 3:58:25
2023-07-26 04:51:54,598 semantic_segmentation INFO: Iters: 90120/150000 || Lr: 0.008752 || Task Loss: 0.3921 || KD Loss: 0.0705|| 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, 18:05:39 || Estimated Time: 1 day, 3:58:09
2023-07-26 04:52:12,686 semantic_segmentation INFO: Iters: 90130/150000 || Lr: 0.008751 || Task Loss: 0.3379 || KD Loss: 0.0464|| 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, 18:05:57 || Estimated Time: 1 day, 3:57:53
2023-07-26 04:52:28,627 semantic_segmentation INFO: Iters: 90140/150000 || Lr: 0.008749 || Task Loss: 0.3557 || KD Loss: 0.0481|| 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, 18:06:13 || Estimated Time: 1 day, 3:57:36
2023-07-26 04:52:44,703 semantic_segmentation INFO: Iters: 90150/150000 || Lr: 0.008748 || Task Loss: 0.2749 || KD Loss: 0.0413|| 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, 18:06:29 || Estimated Time: 1 day, 3:57:18
2023-07-26 04:53:00,713 semantic_segmentation INFO: Iters: 90160/150000 || Lr: 0.008747 || Task Loss: 0.2661 || KD Loss: 0.0300|| 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, 18:06:45 || Estimated Time: 1 day, 3:57:01
2023-07-26 04:53:16,684 semantic_segmentation INFO: Iters: 90170/150000 || Lr: 0.008745 || Task Loss: 0.2922 || KD Loss: 0.0718|| 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, 18:07:01 || Estimated Time: 1 day, 3:56:44
2023-07-26 04:53:32,599 semantic_segmentation INFO: Iters: 90180/150000 || Lr: 0.008744 || Task Loss: 0.2267 || KD Loss: 0.0357|| 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, 18:07:17 || Estimated Time: 1 day, 3:56:26
2023-07-26 04:53:48,626 semantic_segmentation INFO: Iters: 90190/150000 || Lr: 0.008743 || Task Loss: 0.3070 || KD Loss: 0.0462|| 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, 18:07:33 || Estimated Time: 1 day, 3:56:09
2023-07-26 04:54:04,627 semantic_segmentation INFO: Iters: 90200/150000 || Lr: 0.008741 || Task Loss: 0.2646 || KD Loss: 0.0406|| 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, 18:07:49 || Estimated Time: 1 day, 3:55:51
2023-07-26 04:54:20,608 semantic_segmentation INFO: Iters: 90210/150000 || Lr: 0.008740 || Task Loss: 0.3181 || KD Loss: 0.0620|| 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, 18:08:05 || Estimated Time: 1 day, 3:55:34
2023-07-26 04:54:36,640 semantic_segmentation INFO: Iters: 90220/150000 || Lr: 0.008739 || Task Loss: 0.4239 || KD Loss: 0.0791|| 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, 18:08:21 || Estimated Time: 1 day, 3:55:17
2023-07-26 04:54:52,651 semantic_segmentation INFO: Iters: 90230/150000 || Lr: 0.008738 || Task Loss: 0.5987 || KD Loss: 0.1869|| 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, 18:08:37 || Estimated Time: 1 day, 3:54:59
2023-07-26 04:55:08,611 semantic_segmentation INFO: Iters: 90240/150000 || Lr: 0.008736 || Task Loss: 0.4701 || KD Loss: 0.0954|| 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, 18:08:53 || Estimated Time: 1 day, 3:54:42
2023-07-26 04:55:24,619 semantic_segmentation INFO: Iters: 90250/150000 || Lr: 0.008735 || Task Loss: 0.2504 || KD Loss: 0.0554|| 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, 18:09:09 || Estimated Time: 1 day, 3:54:25
2023-07-26 04:55:40,668 semantic_segmentation INFO: Iters: 90260/150000 || Lr: 0.008734 || Task Loss: 0.2785 || KD Loss: 0.0418|| 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, 18:09:25 || Estimated Time: 1 day, 3:54:07
2023-07-26 04:55:56,662 semantic_segmentation INFO: Iters: 90270/150000 || Lr: 0.008732 || Task Loss: 0.4278 || KD Loss: 0.0985|| 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, 18:09:41 || Estimated Time: 1 day, 3:53:50
2023-07-26 04:56:12,671 semantic_segmentation INFO: Iters: 90280/150000 || Lr: 0.008731 || Task Loss: 0.2837 || KD Loss: 0.0525|| 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, 18:09:57 || Estimated Time: 1 day, 3:53:33
2023-07-26 04:56:28,735 semantic_segmentation INFO: Iters: 90290/150000 || Lr: 0.008730 || Task Loss: 0.2892 || KD Loss: 0.0606|| 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, 18:10:13 || Estimated Time: 1 day, 3:53:15
2023-07-26 04:56:44,791 semantic_segmentation INFO: Iters: 90300/150000 || Lr: 0.008728 || Task Loss: 0.3238 || KD Loss: 0.0520|| 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, 18:10:29 || Estimated Time: 1 day, 3:52:58
2023-07-26 04:57:00,788 semantic_segmentation INFO: Iters: 90310/150000 || Lr: 0.008727 || Task Loss: 0.2403 || KD Loss: 0.0370|| 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, 18:10:45 || Estimated Time: 1 day, 3:52:41
2023-07-26 04:57:16,858 semantic_segmentation INFO: Iters: 90320/150000 || Lr: 0.008726 || Task Loss: 0.3986 || KD Loss: 0.0537|| 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, 18:11:01 || Estimated Time: 1 day, 3:52:23
2023-07-26 04:57:32,885 semantic_segmentation INFO: Iters: 90330/150000 || Lr: 0.008724 || Task Loss: 0.3716 || KD Loss: 0.0725|| 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, 18:11:17 || Estimated Time: 1 day, 3:52:06
2023-07-26 04:57:48,928 semantic_segmentation INFO: Iters: 90340/150000 || Lr: 0.008723 || Task Loss: 0.4545 || KD Loss: 0.0473|| 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, 18:11:33 || Estimated Time: 1 day, 3:51:49
2023-07-26 04:58:04,938 semantic_segmentation INFO: Iters: 90350/150000 || Lr: 0.008722 || Task Loss: 0.4166 || KD Loss: 0.0778|| 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, 18:11:49 || Estimated Time: 1 day, 3:51:31
2023-07-26 04:58:20,900 semantic_segmentation INFO: Iters: 90360/150000 || Lr: 0.008720 || Task Loss: 0.2912 || KD Loss: 0.0588|| 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, 18:12:05 || Estimated Time: 1 day, 3:51:14
2023-07-26 04:58:36,950 semantic_segmentation INFO: Iters: 90370/150000 || Lr: 0.008719 || Task Loss: 0.3773 || 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, 18:12:21 || Estimated Time: 1 day, 3:50:57
2023-07-26 04:58:52,942 semantic_segmentation INFO: Iters: 90380/150000 || Lr: 0.008718 || Task Loss: 0.2552 || KD Loss: 0.0315|| 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, 18:12:37 || Estimated Time: 1 day, 3:50:39
2023-07-26 04:59:08,989 semantic_segmentation INFO: Iters: 90390/150000 || Lr: 0.008716 || Task Loss: 0.3135 || KD Loss: 0.0567|| 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, 18:12:53 || Estimated Time: 1 day, 3:50:22
2023-07-26 04:59:24,995 semantic_segmentation INFO: Iters: 90400/150000 || Lr: 0.008715 || Task Loss: 0.2925 || KD Loss: 0.0579|| 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, 18:13:09 || Estimated Time: 1 day, 3:50:05
2023-07-26 04:59:25,106 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 04:59:25,568 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 04:59:25,599 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.135
2023-07-26 04:59:25,610 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.171
2023-07-26 04:59:25,625 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-26 04:59:25,638 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.246
2023-07-26 04:59:25,650 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.291
2023-07-26 04:59:25,663 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-26 04:59:25,677 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.339
2023-07-26 04:59:25,689 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.378
2023-07-26 04:59:25,702 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.422
2023-07-26 04:59:25,716 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.471
2023-07-26 04:59:25,730 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.517
2023-07-26 04:59:25,742 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.509
2023-07-26 04:59:25,756 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.491
2023-07-26 04:59:25,769 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.488
2023-07-26 04:59:25,781 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.484
2023-07-26 04:59:25,791 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.466
2023-07-26 04:59:25,803 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.466
2023-07-26 04:59:25,817 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.466
2023-07-26 04:59:25,832 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.508
2023-07-26 04:59:25,845 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.509
2023-07-26 04:59:25,860 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.520
2023-07-26 04:59:25,876 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.548
2023-07-26 04:59:25,890 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.550
2023-07-26 04:59:25,905 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.550
2023-07-26 04:59:25,918 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.559
2023-07-26 04:59:25,932 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.562
2023-07-26 04:59:25,943 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.563
2023-07-26 04:59:25,957 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.553
2023-07-26 04:59:25,971 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.554
2023-07-26 04:59:25,984 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.554
2023-07-26 04:59:25,998 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.553
2023-07-26 04:59:26,012 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.557
2023-07-26 04:59:26,025 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.554
2023-07-26 04:59:26,039 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.598
2023-07-26 04:59:26,054 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.598
2023-07-26 04:59:26,066 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.598
2023-07-26 04:59:26,078 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.641
2023-07-26 04:59:26,094 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.642
2023-07-26 04:59:26,107 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.640
2023-07-26 04:59:26,120 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.667
2023-07-26 04:59:26,134 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.667
2023-07-26 04:59:26,148 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.662
2023-07-26 04:59:26,161 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.662
2023-07-26 04:59:26,176 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.672
2023-07-26 04:59:26,191 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.674
2023-07-26 04:59:26,203 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 04:59:26,215 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 04:59:26,229 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-26 04:59:26,245 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.673
2023-07-26 04:59:26,259 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.671
2023-07-26 04:59:26,273 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.671
2023-07-26 04:59:26,286 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.667
2023-07-26 04:59:26,300 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.663
2023-07-26 04:59:26,314 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.667
2023-07-26 04:59:26,326 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.665
2023-07-26 04:59:26,341 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.662
2023-07-26 04:59:26,357 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.662
2023-07-26 04:59:26,369 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.663
2023-07-26 04:59:26,383 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-26 04:59:26,395 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-26 04:59:26,409 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-26 04:59:26,421 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-26 04:59:26,437 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-26 04:59:26,450 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.688
2023-07-26 04:59:26,464 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.688
2023-07-26 04:59:26,479 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.688
2023-07-26 04:59:26,491 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-26 04:59:26,506 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-26 04:59:26,520 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-26 04:59:26,535 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-26 04:59:26,547 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-26 04:59:26,563 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-26 04:59:26,577 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-26 04:59:26,591 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-26 04:59:26,605 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-26 04:59:26,619 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 04:59:26,628 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 04:59:26,643 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 04:59:26,658 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 04:59:26,670 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 04:59:26,685 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 04:59:26,699 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 04:59:26,713 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-26 04:59:26,728 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 04:59:26,742 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 04:59:26,757 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-26 04:59:26,771 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-26 04:59:26,786 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:59:26,798 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:26,813 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 04:59:26,828 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 04:59:26,842 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 04:59:26,857 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:26,872 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:26,888 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:26,901 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 04:59:26,913 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 04:59:26,927 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 04:59:26,940 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:59:26,954 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:26,968 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 04:59:26,980 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-26 04:59:26,994 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 04:59:27,008 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:27,019 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:27,033 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:27,047 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 04:59:27,061 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:27,073 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 04:59:27,085 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:27,098 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:27,112 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 04:59:27,126 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 04:59:27,141 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-26 04:59:27,153 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-26 04:59:27,166 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.703
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2023-07-26 04:59:27,207 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.700
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2023-07-26 04:59:27,233 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.700
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2023-07-26 04:59:27,261 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.701
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2023-07-26 04:59:27,283 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.703
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2023-07-26 04:59:27,331 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-26 04:59:27,346 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-26 04:59:27,360 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.703
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2023-07-26 04:59:27,387 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-26 04:59:27,400 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.706
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2023-07-26 04:59:27,566 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 04:59:27,795 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 04:59:28,502 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 04:59:28,530 semantic_segmentation INFO: Sample: 217, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 04:59:28,581 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.930, mIoU: 0.687
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2023-07-26 04:59:28,902 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 04:59:28,931 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-26 04:59:28,975 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 04:59:29,816 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 04:59:29,831 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 04:59:29,946 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.931, mIoU: 0.697
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2023-07-26 04:59:30,041 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 04:59:30,239 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 04:59:30,373 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 04:59:30,426 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.933, mIoU: 0.699
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2023-07-26 04:59:30,497 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 04:59:30,621 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.694
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2023-07-26 04:59:30,662 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-26 04:59:30,731 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 04:59:30,812 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-26 04:59:30,827 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.691
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2023-07-26 04:59:31,004 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 04:59:31,161 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 04:59:31,174 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.930, mIoU: 0.685
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2023-07-26 04:59:31,198 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.930, mIoU: 0.685
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2023-07-26 04:59:31,222 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 04:59:31,236 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.931, mIoU: 0.686
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2023-07-26 04:59:31,263 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.931, mIoU: 0.687
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2023-07-26 04:59:31,315 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.929, mIoU: 0.684
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2023-07-26 04:59:31,933 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 04:59:32,332 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.701
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2023-07-26 04:59:32,416 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.933, mIoU: 0.701
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2023-07-26 04:59:32,445 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.932, mIoU: 0.700
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2023-07-26 04:59:32,484 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:32,498 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 04:59:32,511 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 04:59:32,524 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 04:59:32,539 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,554 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:32,568 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:59:32,580 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:59:32,594 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:59:32,609 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:59:32,623 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 04:59:32,638 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:59:32,653 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:59:32,666 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:59:32,680 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:59:32,695 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 04:59:32,708 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 04:59:32,722 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 04:59:32,734 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:59:32,749 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 04:59:32,762 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:32,773 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:59:32,785 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:59:32,800 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 04:59:32,813 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,827 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:32,841 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,848 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,862 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,876 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,890 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,904 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,917 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,929 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,942 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:32,957 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:32,971 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:32,984 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:32,996 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,008 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,023 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,036 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,051 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,064 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 04:59:33,078 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:59:33,093 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:59:33,108 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:59:33,120 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 04:59:33,135 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,150 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,162 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,176 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,191 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,205 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,219 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,231 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,246 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,260 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,275 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,285 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,299 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,313 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,325 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,339 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,351 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,365 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,379 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,393 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,405 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,417 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 04:59:33,429 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,444 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,458 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,474 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,488 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,502 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,515 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,529 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,545 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,558 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 04:59:33,572 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,587 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,601 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,616 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,630 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,641 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,654 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,668 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,681 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,694 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,708 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,719 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,732 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 04:59:33,746 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 04:59:33,759 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 04:59:33,771 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 04:59:33,785 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 04:59:33,798 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 04:59:33,812 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 04:59:33,826 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 04:59:33,842 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 04:59:33,857 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:59:33,872 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 04:59:33,886 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 04:59:33,899 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:59:33,912 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 04:59:33,926 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 04:59:33,941 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:59:33,956 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:59:33,969 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:59:33,984 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:33,997 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,011 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,028 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,043 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,057 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,071 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 04:59:34,085 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,099 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,112 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:59:34,126 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 04:59:34,140 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:59:34,157 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:59:34,171 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:59:34,185 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:59:34,194 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 04:59:34,207 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,221 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,233 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,247 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,260 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,272 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,287 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,303 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,317 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,332 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,345 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 04:59:34,359 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,372 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,385 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,400 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,415 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,429 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,443 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,457 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 04:59:34,469 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,483 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,497 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,509 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,521 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,534 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,549 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,563 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 04:59:34,576 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,589 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,604 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 04:59:34,617 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 04:59:34,677 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 04:59:34,691 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.934, mIoU: 0.706
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2023-07-26 04:59:34,802 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.707
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2023-07-26 04:59:34,931 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 04:59:34,946 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 04:59:35,011 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 04:59:35,025 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 04:59:35,069 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 04:59:35,111 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,126 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,141 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,156 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,170 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:59:35,185 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:59:35,197 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,209 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,221 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,235 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,250 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,262 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,275 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,290 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,304 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,319 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,333 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,348 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,361 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,375 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,388 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,402 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,416 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,430 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,446 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,459 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,474 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,488 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,499 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,511 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,526 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,540 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,553 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,568 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 04:59:35,579 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,591 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:35,604 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:35,615 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 04:59:35,629 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 04:59:35,644 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,656 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,670 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,682 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,696 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,709 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,721 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,733 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,747 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,761 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,773 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,787 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,800 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,813 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,825 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,839 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,853 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,868 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,881 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,895 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,907 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,922 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,934 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,947 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,962 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:35,977 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:35,990 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,005 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,019 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,033 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,048 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,060 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,072 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,086 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,099 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,112 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,124 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,140 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,153 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,166 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,180 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,195 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,210 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,226 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,238 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,251 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,266 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,281 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,295 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,308 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,320 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,332 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,343 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,357 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,371 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,384 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,397 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,407 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,419 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,433 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,446 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:59:36,458 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 04:59:36,472 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,484 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 04:59:36,498 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,510 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,524 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,536 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,550 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,564 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,576 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,590 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,604 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,618 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,632 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,646 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,660 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,673 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,687 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,701 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,715 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,728 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,741 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,754 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,770 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,784 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,801 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,816 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,827 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,841 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,857 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:36,872 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,884 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,899 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,913 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,926 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,939 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:36,954 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:36,968 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:36,981 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:36,992 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,009 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,023 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,037 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,049 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,063 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,077 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:37,091 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,105 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,118 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,132 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,145 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,160 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,174 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:37,186 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:37,202 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:37,214 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,228 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:37,243 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:37,257 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,271 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,286 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,300 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,314 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,329 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,342 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,357 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,370 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,380 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,393 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,405 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,419 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,433 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,447 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,459 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,473 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,487 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,500 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,515 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,530 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,542 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:37,557 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,571 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,586 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,598 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,612 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,627 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,641 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:37,653 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,667 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,682 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,694 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,707 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,722 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,734 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,748 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,761 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,774 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,789 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,804 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:37,819 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:37,834 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:37,848 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,860 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,873 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,887 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,900 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,913 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,926 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,940 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,954 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,969 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,981 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:37,994 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,010 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,024 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,037 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,050 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,063 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,077 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,090 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,105 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,119 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,132 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,141 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,156 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,171 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,183 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,197 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,211 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,225 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,237 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,251 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,265 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,280 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,295 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,310 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,325 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,340 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,353 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,367 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,382 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,396 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 04:59:38,409 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,424 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,438 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,452 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,459 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,472 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,485 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,497 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,508 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:38,522 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:59:38,536 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:59:38,550 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:59:38,561 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,573 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,587 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,598 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,613 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,625 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,639 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,653 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,667 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,681 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,692 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,705 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,719 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:38,733 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:38,747 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:38,761 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,773 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:38,783 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:38,794 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:38,808 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:38,819 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:38,833 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:38,845 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,859 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,874 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,889 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,902 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:38,917 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,931 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,945 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,959 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,973 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 04:59:38,986 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,000 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,016 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:59:39,029 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,041 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,055 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,066 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,081 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,093 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,107 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,121 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,138 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,153 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 04:59:39,165 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,180 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,195 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,210 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,224 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,237 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,250 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,264 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,279 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:39,293 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 04:59:39,308 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,323 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,338 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 04:59:39,352 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,366 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,378 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,392 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 04:59:39,402 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,414 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,427 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 04:59:39,439 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:39,452 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:39,466 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 04:59:39,480 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,494 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,508 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,522 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,536 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,547 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,562 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,574 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,589 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,604 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,616 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,630 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,643 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,658 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,672 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:39,687 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,702 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,716 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,729 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,741 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,755 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,768 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,780 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,795 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,810 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,824 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,836 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,848 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,862 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,877 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,891 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,904 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,916 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,930 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,944 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 04:59:39,958 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,973 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:39,988 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:40,002 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:40,017 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:40,033 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 04:59:40,049 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,063 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,078 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,092 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,105 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,120 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,134 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,149 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,162 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 04:59:40,176 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,189 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,204 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,217 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,230 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,245 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,258 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,272 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,286 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,300 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,313 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:40,328 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,343 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,355 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,369 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,381 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 04:59:40,389 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:40,403 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 04:59:40,444 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:59:40,458 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 04:59:40,483 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:59:40,511 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:59:40,525 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 04:59:40,541 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 04:59:40,570 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:40,584 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:40,597 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 04:59:40,612 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 04:59:40,667 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:59:40,682 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 04:59:40,696 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 04:59:40,780 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 04:59:40,837 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:59:40,941 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:59:40,991 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:41,004 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:59:41,028 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:59:41,125 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 04:59:41,175 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:41,189 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:41,202 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 04:59:41,313 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:41,325 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 04:59:41,339 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 04:59:41,585 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 04:59:41,599 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,613 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:41,685 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,700 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,714 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,727 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,742 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,754 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,767 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,782 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,796 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,809 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,824 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,835 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:41,849 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,864 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,878 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,890 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,905 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:41,934 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,945 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,959 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:41,984 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:41,998 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:42,012 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:42,026 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,039 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,053 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,067 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,080 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,095 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,107 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,121 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,133 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,146 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:42,174 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:42,202 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:42,217 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:42,230 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,300 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:42,313 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:42,329 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,343 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:42,358 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,411 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 04:59:42,491 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,559 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:42,571 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,838 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,960 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 04:59:42,996 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:43,010 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:43,024 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:43,036 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:43,048 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:43,064 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:43,088 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:43,103 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:43,117 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:43,131 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:43,146 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:43,172 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:43,186 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,199 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,213 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,228 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,243 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,255 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,270 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:43,314 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:43,355 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,369 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,384 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,396 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,410 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,425 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,439 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,453 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,467 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,481 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,495 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,505 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,519 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,531 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:43,586 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:43,623 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:43,650 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,664 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,678 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:43,788 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,799 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:43,871 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,883 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,895 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,909 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,922 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,934 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:43,946 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,959 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,973 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 04:59:43,987 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 04:59:44,012 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:44,056 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:44,103 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:44,129 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,143 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,156 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,171 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,185 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 04:59:44,213 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 04:59:44,295 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,311 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,324 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,337 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,351 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,365 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,377 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,389 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,403 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,417 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,431 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,444 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,458 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,472 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,485 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,498 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:44,512 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,525 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,540 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,555 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:44,570 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:44,584 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:44,597 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 04:59:44,612 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 04:59:44,670 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,685 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,699 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,711 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,724 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,736 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,750 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 04:59:44,763 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 04:59:44,804 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,818 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 04:59:44,841 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,852 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,866 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,879 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,893 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 04:59:44,917 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 04:59:44,926 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,941 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,955 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,969 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,981 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:44,995 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,009 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,021 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,035 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,049 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,062 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,077 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,090 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,103 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,117 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,131 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,143 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,157 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,171 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 04:59:45,185 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:45,200 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:45,212 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:45,225 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:45,239 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 04:59:45,255 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 05:00:01,421 semantic_segmentation INFO: Iters: 90410/150000 || Lr: 0.008714 || Task Loss: 0.2754 || KD Loss: 0.0543|| 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, 18:13:45 || Estimated Time: 1 day, 3:50:01
2023-07-26 05:00:17,333 semantic_segmentation INFO: Iters: 90420/150000 || Lr: 0.008713 || Task Loss: 0.4793 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:01 || Estimated Time: 1 day, 3:49:43
2023-07-26 05:00:33,301 semantic_segmentation INFO: Iters: 90430/150000 || Lr: 0.008711 || Task Loss: 0.3435 || KD Loss: 0.0555|| 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, 18:14:17 || Estimated Time: 1 day, 3:49:26
2023-07-26 05:00:49,335 semantic_segmentation INFO: Iters: 90440/150000 || Lr: 0.008710 || Task Loss: 0.3204 || KD Loss: 0.0438|| 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, 18:14:33 || Estimated Time: 1 day, 3:49:09
2023-07-26 05:01:05,350 semantic_segmentation INFO: Iters: 90450/150000 || Lr: 0.008709 || Task Loss: 0.3252 || KD Loss: 0.0700|| 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, 18:14:49 || Estimated Time: 1 day, 3:48:51
2023-07-26 05:01:21,362 semantic_segmentation INFO: Iters: 90460/150000 || Lr: 0.008707 || Task Loss: 0.2418 || KD Loss: 0.0406|| 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, 18:15:05 || Estimated Time: 1 day, 3:48:34
2023-07-26 05:01:37,317 semantic_segmentation INFO: Iters: 90470/150000 || Lr: 0.008706 || Task Loss: 0.4100 || KD Loss: 0.0813|| 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, 18:15:21 || Estimated Time: 1 day, 3:48:17
2023-07-26 05:01:53,396 semantic_segmentation INFO: Iters: 90480/150000 || Lr: 0.008705 || Task Loss: 0.2934 || KD Loss: 0.0433|| 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, 18:15:37 || Estimated Time: 1 day, 3:47:59
2023-07-26 05:02:09,472 semantic_segmentation INFO: Iters: 90490/150000 || Lr: 0.008703 || Task Loss: 0.4272 || KD Loss: 0.0685|| 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, 18:15:53 || Estimated Time: 1 day, 3:47:42
2023-07-26 05:02:25,487 semantic_segmentation INFO: Iters: 90500/150000 || Lr: 0.008702 || Task Loss: 0.2776 || KD Loss: 0.0407|| 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, 18:16:09 || Estimated Time: 1 day, 3:47:25
2023-07-26 05:02:41,549 semantic_segmentation INFO: Iters: 90510/150000 || Lr: 0.008701 || Task Loss: 0.3961 || KD Loss: 0.0997|| 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, 18:16:26 || Estimated Time: 1 day, 3:47:07
2023-07-26 05:02:57,513 semantic_segmentation INFO: Iters: 90520/150000 || Lr: 0.008699 || Task Loss: 0.2749 || KD Loss: 0.0526|| 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, 18:16:41 || Estimated Time: 1 day, 3:46:50
2023-07-26 05:03:13,490 semantic_segmentation INFO: Iters: 90530/150000 || Lr: 0.008698 || Task Loss: 0.3110 || KD Loss: 0.0535|| 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, 18:16:57 || Estimated Time: 1 day, 3:46:33
2023-07-26 05:03:29,891 semantic_segmentation INFO: Iters: 90540/150000 || Lr: 0.008697 || Task Loss: 0.3127 || KD Loss: 0.0526|| 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, 18:17:14 || Estimated Time: 1 day, 3:46:15
2023-07-26 05:03:45,919 semantic_segmentation INFO: Iters: 90550/150000 || Lr: 0.008695 || Task Loss: 0.3810 || KD Loss: 0.0472|| 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, 18:17:30 || Estimated Time: 1 day, 3:45:58
2023-07-26 05:04:01,931 semantic_segmentation INFO: Iters: 90560/150000 || Lr: 0.008694 || Task Loss: 0.2589 || KD Loss: 0.0492|| 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, 18:17:46 || Estimated Time: 1 day, 3:45:41
2023-07-26 05:04:17,994 semantic_segmentation INFO: Iters: 90570/150000 || Lr: 0.008693 || Task Loss: 0.3650 || KD Loss: 0.0692|| 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, 18:18:02 || Estimated Time: 1 day, 3:45:24
2023-07-26 05:04:34,034 semantic_segmentation INFO: Iters: 90580/150000 || Lr: 0.008691 || Task Loss: 0.2180 || KD Loss: 0.0345|| 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, 18:18:18 || Estimated Time: 1 day, 3:45:06
2023-07-26 05:04:50,061 semantic_segmentation INFO: Iters: 90590/150000 || Lr: 0.008690 || Task Loss: 0.3987 || KD Loss: 0.0924|| 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, 18:18:34 || Estimated Time: 1 day, 3:44:49
2023-07-26 05:05:06,095 semantic_segmentation INFO: Iters: 90600/150000 || Lr: 0.008689 || Task Loss: 0.3590 || KD Loss: 0.0822|| 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 day, 18:18:50 || Estimated Time: 1 day, 3:44:32
2023-07-26 05:05:22,180 semantic_segmentation INFO: Iters: 90610/150000 || Lr: 0.008688 || Task Loss: 0.5250 || KD Loss: 0.0610|| 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, 18:19:06 || Estimated Time: 1 day, 3:44:14
2023-07-26 05:05:38,279 semantic_segmentation INFO: Iters: 90620/150000 || Lr: 0.008686 || Task Loss: 0.3747 || KD Loss: 0.0605|| 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, 18:19:22 || Estimated Time: 1 day, 3:43:57
2023-07-26 05:05:54,327 semantic_segmentation INFO: Iters: 90630/150000 || Lr: 0.008685 || Task Loss: 0.2310 || KD Loss: 0.0312|| 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, 18:19:38 || Estimated Time: 1 day, 3:43:40
2023-07-26 05:06:10,354 semantic_segmentation INFO: Iters: 90640/150000 || Lr: 0.008684 || Task Loss: 0.3834 || KD Loss: 0.0525|| 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, 18:19:54 || Estimated Time: 1 day, 3:43:22
2023-07-26 05:06:26,384 semantic_segmentation INFO: Iters: 90650/150000 || Lr: 0.008682 || Task Loss: 0.3905 || KD Loss: 0.0472|| 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, 18:20:10 || Estimated Time: 1 day, 3:43:05
2023-07-26 05:06:42,417 semantic_segmentation INFO: Iters: 90660/150000 || Lr: 0.008681 || Task Loss: 0.3007 || KD Loss: 0.0464|| 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, 18:20:26 || Estimated Time: 1 day, 3:42:48
2023-07-26 05:06:58,417 semantic_segmentation INFO: Iters: 90670/150000 || Lr: 0.008680 || Task Loss: 0.4769 || KD Loss: 0.0765|| 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, 18:20:42 || Estimated Time: 1 day, 3:42:30
2023-07-26 05:07:14,364 semantic_segmentation INFO: Iters: 90680/150000 || Lr: 0.008678 || Task Loss: 0.2561 || KD Loss: 0.0472|| 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, 18:20:58 || Estimated Time: 1 day, 3:42:13
2023-07-26 05:07:30,377 semantic_segmentation INFO: Iters: 90690/150000 || Lr: 0.008677 || Task Loss: 0.3783 || KD Loss: 0.0602|| 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, 18:21:14 || Estimated Time: 1 day, 3:41:56
2023-07-26 05:07:46,243 semantic_segmentation INFO: Iters: 90700/150000 || Lr: 0.008676 || Task Loss: 0.2563 || KD Loss: 0.0325|| 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, 18:21:30 || Estimated Time: 1 day, 3:41:38
2023-07-26 05:08:02,223 semantic_segmentation INFO: Iters: 90710/150000 || Lr: 0.008674 || Task Loss: 0.5446 || KD Loss: 0.0985|| 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, 18:21:46 || Estimated Time: 1 day, 3:41:21
2023-07-26 05:08:18,223 semantic_segmentation INFO: Iters: 90720/150000 || Lr: 0.008673 || Task Loss: 0.2488 || KD Loss: 0.0570|| 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, 18:22:02 || Estimated Time: 1 day, 3:41:03
2023-07-26 05:08:34,209 semantic_segmentation INFO: Iters: 90730/150000 || Lr: 0.008672 || Task Loss: 0.3088 || KD Loss: 0.0819|| 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, 18:22:18 || Estimated Time: 1 day, 3:40:46
2023-07-26 05:08:50,183 semantic_segmentation INFO: Iters: 90740/150000 || Lr: 0.008670 || Task Loss: 0.4147 || KD Loss: 0.0479|| 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, 18:22:34 || Estimated Time: 1 day, 3:40:29
2023-07-26 05:09:06,187 semantic_segmentation INFO: Iters: 90750/150000 || Lr: 0.008669 || Task Loss: 0.4326 || KD Loss: 0.0822|| 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, 18:22:50 || Estimated Time: 1 day, 3:40:11
2023-07-26 05:09:22,135 semantic_segmentation INFO: Iters: 90760/150000 || Lr: 0.008668 || Task Loss: 0.3196 || KD Loss: 0.0545|| 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, 18:23:06 || Estimated Time: 1 day, 3:39:54
2023-07-26 05:09:38,106 semantic_segmentation INFO: Iters: 90770/150000 || Lr: 0.008666 || Task Loss: 0.3249 || KD Loss: 0.0612|| 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, 18:23:22 || Estimated Time: 1 day, 3:39:37
2023-07-26 05:09:54,153 semantic_segmentation INFO: Iters: 90780/150000 || Lr: 0.008665 || Task Loss: 0.5248 || KD Loss: 0.1582|| 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, 18:23:38 || Estimated Time: 1 day, 3:39:19
2023-07-26 05:10:10,125 semantic_segmentation INFO: Iters: 90790/150000 || Lr: 0.008664 || Task Loss: 0.3320 || KD Loss: 0.0430|| 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, 18:23:54 || Estimated Time: 1 day, 3:39:02
2023-07-26 05:10:26,100 semantic_segmentation INFO: Iters: 90800/150000 || Lr: 0.008663 || Task Loss: 0.4450 || KD Loss: 0.0472|| 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: 1 day, 18:24:10 || Estimated Time: 1 day, 3:38:45
2023-07-26 05:10:42,059 semantic_segmentation INFO: Iters: 90810/150000 || Lr: 0.008661 || Task Loss: 0.4158 || KD Loss: 0.0652|| 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, 18:24:26 || Estimated Time: 1 day, 3:38:27
2023-07-26 05:10:58,125 semantic_segmentation INFO: Iters: 90820/150000 || Lr: 0.008660 || Task Loss: 0.3664 || KD Loss: 0.0786|| 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, 18:24:42 || Estimated Time: 1 day, 3:38:10
2023-07-26 05:11:14,113 semantic_segmentation INFO: Iters: 90830/150000 || Lr: 0.008659 || Task Loss: 0.3772 || KD Loss: 0.0529|| 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, 18:24:58 || Estimated Time: 1 day, 3:37:53
2023-07-26 05:11:30,032 semantic_segmentation INFO: Iters: 90840/150000 || Lr: 0.008657 || Task Loss: 0.3142 || KD Loss: 0.0536|| 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, 18:25:14 || Estimated Time: 1 day, 3:37:35
2023-07-26 05:11:46,005 semantic_segmentation INFO: Iters: 90850/150000 || Lr: 0.008656 || Task Loss: 0.3107 || KD Loss: 0.0694|| 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, 18:25:30 || Estimated Time: 1 day, 3:37:18
2023-07-26 05:12:01,982 semantic_segmentation INFO: Iters: 90860/150000 || Lr: 0.008655 || Task Loss: 0.4545 || KD Loss: 0.0781|| 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, 18:25:46 || Estimated Time: 1 day, 3:37:01
2023-07-26 05:12:17,971 semantic_segmentation INFO: Iters: 90870/150000 || Lr: 0.008653 || Task Loss: 0.3385 || KD Loss: 0.0623|| 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, 18:26:02 || Estimated Time: 1 day, 3:36:43
2023-07-26 05:12:33,970 semantic_segmentation INFO: Iters: 90880/150000 || Lr: 0.008652 || Task Loss: 0.4046 || KD Loss: 0.0639|| 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, 18:26:18 || Estimated Time: 1 day, 3:36:26
2023-07-26 05:12:49,923 semantic_segmentation INFO: Iters: 90890/150000 || Lr: 0.008651 || Task Loss: 0.3614 || KD Loss: 0.0531|| 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, 18:26:34 || Estimated Time: 1 day, 3:36:08
2023-07-26 05:13:05,898 semantic_segmentation INFO: Iters: 90900/150000 || Lr: 0.008649 || Task Loss: 0.3610 || KD Loss: 0.0497|| 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, 18:26:50 || Estimated Time: 1 day, 3:35:51
2023-07-26 05:13:21,801 semantic_segmentation INFO: Iters: 90910/150000 || Lr: 0.008648 || Task Loss: 0.4630 || KD Loss: 0.1438|| 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, 18:27:06 || Estimated Time: 1 day, 3:35:34
2023-07-26 05:13:37,746 semantic_segmentation INFO: Iters: 90920/150000 || Lr: 0.008647 || Task Loss: 0.2819 || KD Loss: 0.0522|| 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, 18:27:22 || Estimated Time: 1 day, 3:35:16
2023-07-26 05:13:53,721 semantic_segmentation INFO: Iters: 90930/150000 || Lr: 0.008645 || Task Loss: 0.4361 || KD Loss: 0.0952|| 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, 18:27:38 || Estimated Time: 1 day, 3:34:59
2023-07-26 05:14:09,882 semantic_segmentation INFO: Iters: 90940/150000 || Lr: 0.008644 || Task Loss: 0.3446 || KD Loss: 0.0418|| 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, 18:27:54 || Estimated Time: 1 day, 3:34:42
2023-07-26 05:14:29,020 semantic_segmentation INFO: Iters: 90950/150000 || Lr: 0.008643 || Task Loss: 0.5630 || KD Loss: 0.1056|| 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, 18:28:13 || Estimated Time: 1 day, 3:34:26
2023-07-26 05:14:44,893 semantic_segmentation INFO: Iters: 90960/150000 || Lr: 0.008641 || Task Loss: 0.2914 || KD Loss: 0.0408|| 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, 18:28:29 || Estimated Time: 1 day, 3:34:09
2023-07-26 05:15:00,774 semantic_segmentation INFO: Iters: 90970/150000 || Lr: 0.008640 || Task Loss: 0.2978 || KD Loss: 0.0488|| 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, 18:28:45 || Estimated Time: 1 day, 3:33:52
2023-07-26 05:15:16,776 semantic_segmentation INFO: Iters: 90980/150000 || Lr: 0.008639 || Task Loss: 0.2541 || KD Loss: 0.0547|| 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, 18:29:01 || Estimated Time: 1 day, 3:33:34
2023-07-26 05:15:32,701 semantic_segmentation INFO: Iters: 90990/150000 || Lr: 0.008637 || Task Loss: 0.3688 || KD Loss: 0.0820|| 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, 18:29:17 || Estimated Time: 1 day, 3:33:17
2023-07-26 05:15:48,678 semantic_segmentation INFO: Iters: 91000/150000 || Lr: 0.008636 || Task Loss: 0.2914 || KD Loss: 0.0333|| 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, 18:29:33 || Estimated Time: 1 day, 3:33:00
2023-07-26 05:16:04,620 semantic_segmentation INFO: Iters: 91010/150000 || Lr: 0.008635 || Task Loss: 0.4535 || KD Loss: 0.0600|| 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, 18:29:49 || Estimated Time: 1 day, 3:32:42
2023-07-26 05:16:20,589 semantic_segmentation INFO: Iters: 91020/150000 || Lr: 0.008634 || Task Loss: 0.4215 || KD Loss: 0.0826|| 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, 18:30:05 || Estimated Time: 1 day, 3:32:25
2023-07-26 05:16:36,515 semantic_segmentation INFO: Iters: 91030/150000 || Lr: 0.008632 || Task Loss: 0.2994 || KD Loss: 0.0574|| 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, 18:30:20 || Estimated Time: 1 day, 3:32:07
2023-07-26 05:16:52,438 semantic_segmentation INFO: Iters: 91040/150000 || Lr: 0.008631 || Task Loss: 0.3308 || KD Loss: 0.0651|| 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, 18:30:36 || Estimated Time: 1 day, 3:31:50
2023-07-26 05:17:08,357 semantic_segmentation INFO: Iters: 91050/150000 || Lr: 0.008630 || Task Loss: 0.3434 || KD Loss: 0.0461|| 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, 18:30:52 || Estimated Time: 1 day, 3:31:33
2023-07-26 05:17:24,288 semantic_segmentation INFO: Iters: 91060/150000 || Lr: 0.008628 || Task Loss: 0.3699 || KD Loss: 0.0580|| 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, 18:31:08 || Estimated Time: 1 day, 3:31:15
2023-07-26 05:17:40,260 semantic_segmentation INFO: Iters: 91070/150000 || Lr: 0.008627 || Task Loss: 0.3890 || KD Loss: 0.0584|| 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, 18:31:24 || Estimated Time: 1 day, 3:30:58
2023-07-26 05:17:56,218 semantic_segmentation INFO: Iters: 91080/150000 || Lr: 0.008626 || Task Loss: 0.4136 || KD Loss: 0.1102|| 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, 18:31:40 || Estimated Time: 1 day, 3:30:41
2023-07-26 05:18:12,156 semantic_segmentation INFO: Iters: 91090/150000 || Lr: 0.008624 || Task Loss: 0.3580 || KD Loss: 0.0518|| 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, 18:31:56 || Estimated Time: 1 day, 3:30:23
2023-07-26 05:18:28,082 semantic_segmentation INFO: Iters: 91100/150000 || Lr: 0.008623 || Task Loss: 0.3923 || KD Loss: 0.0934|| 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, 18:32:12 || Estimated Time: 1 day, 3:30:06
2023-07-26 05:18:44,052 semantic_segmentation INFO: Iters: 91110/150000 || Lr: 0.008622 || Task Loss: 0.4068 || KD Loss: 0.0953|| 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, 18:32:28 || Estimated Time: 1 day, 3:29:48
2023-07-26 05:18:59,974 semantic_segmentation INFO: Iters: 91120/150000 || Lr: 0.008620 || Task Loss: 0.3414 || KD Loss: 0.0873|| 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, 18:32:44 || Estimated Time: 1 day, 3:29:31
2023-07-26 05:19:16,023 semantic_segmentation INFO: Iters: 91130/150000 || Lr: 0.008619 || Task Loss: 0.3361 || KD Loss: 0.0706|| 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, 18:33:00 || Estimated Time: 1 day, 3:29:14
2023-07-26 05:19:31,987 semantic_segmentation INFO: Iters: 91140/150000 || Lr: 0.008618 || Task Loss: 0.2315 || KD Loss: 0.0355|| 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, 18:33:16 || Estimated Time: 1 day, 3:28:56
2023-07-26 05:19:48,000 semantic_segmentation INFO: Iters: 91150/150000 || Lr: 0.008616 || Task Loss: 0.5894 || KD Loss: 0.1807|| 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, 18:33:32 || Estimated Time: 1 day, 3:28:39
2023-07-26 05:20:04,000 semantic_segmentation INFO: Iters: 91160/150000 || Lr: 0.008615 || Task Loss: 0.4681 || KD Loss: 0.0895|| 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, 18:33:48 || Estimated Time: 1 day, 3:28:22
2023-07-26 05:20:20,046 semantic_segmentation INFO: Iters: 91170/150000 || Lr: 0.008614 || Task Loss: 0.4385 || KD Loss: 0.0651|| 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, 18:34:04 || Estimated Time: 1 day, 3:28:05
2023-07-26 05:20:35,976 semantic_segmentation INFO: Iters: 91180/150000 || Lr: 0.008612 || Task Loss: 0.5302 || KD Loss: 0.1082|| 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, 18:34:20 || Estimated Time: 1 day, 3:27:47
2023-07-26 05:20:51,934 semantic_segmentation INFO: Iters: 91190/150000 || Lr: 0.008611 || Task Loss: 0.8660 || KD Loss: 0.2294|| 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, 18:34:36 || Estimated Time: 1 day, 3:27:30
2023-07-26 05:21:08,030 semantic_segmentation INFO: Iters: 91200/150000 || Lr: 0.008610 || Task Loss: 0.5346 || KD Loss: 0.1052|| 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, 18:34:52 || Estimated Time: 1 day, 3:27:12
2023-07-26 05:21:08,142 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 05:21:08,594 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.089
2023-07-26 05:21:08,631 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.134
2023-07-26 05:21:08,643 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.168
2023-07-26 05:21:08,657 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.168
2023-07-26 05:21:08,670 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.233
2023-07-26 05:21:08,681 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.276
2023-07-26 05:21:08,695 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.952, mIoU: 0.314
2023-07-26 05:21:08,708 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.322
2023-07-26 05:21:08,720 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.361
2023-07-26 05:21:08,734 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.408
2023-07-26 05:21:08,747 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.476
2023-07-26 05:21:08,762 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.521
2023-07-26 05:21:08,774 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.482
2023-07-26 05:21:08,788 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.471
2023-07-26 05:21:08,802 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.933, mIoU: 0.469
2023-07-26 05:21:08,814 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.934, mIoU: 0.466
2023-07-26 05:21:08,825 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.446
2023-07-26 05:21:08,837 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.446
2023-07-26 05:21:08,851 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.441
2023-07-26 05:21:08,867 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.492
2023-07-26 05:21:08,881 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.494
2023-07-26 05:21:08,895 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.501
2023-07-26 05:21:08,909 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.535
2023-07-26 05:21:08,924 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.536
2023-07-26 05:21:08,940 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.534
2023-07-26 05:21:08,953 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.540
2023-07-26 05:21:08,967 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.541
2023-07-26 05:21:08,979 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.542
2023-07-26 05:21:08,993 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.530
2023-07-26 05:21:09,008 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.531
2023-07-26 05:21:09,021 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.531
2023-07-26 05:21:09,036 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.530
2023-07-26 05:21:09,050 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.535
2023-07-26 05:21:09,064 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.532
2023-07-26 05:21:09,078 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.576
2023-07-26 05:21:09,094 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.576
2023-07-26 05:21:09,106 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.576
2023-07-26 05:21:09,118 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.602
2023-07-26 05:21:09,134 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.609
2023-07-26 05:21:09,146 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.608
2023-07-26 05:21:09,158 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-26 05:21:09,173 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.632
2023-07-26 05:21:09,186 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-26 05:21:09,199 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-26 05:21:09,214 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.637
2023-07-26 05:21:09,228 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.638
2023-07-26 05:21:09,241 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.638
2023-07-26 05:21:09,253 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.638
2023-07-26 05:21:09,266 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-26 05:21:09,282 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-26 05:21:09,297 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.631
2023-07-26 05:21:09,312 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-26 05:21:09,325 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-26 05:21:09,340 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-26 05:21:09,355 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.634
2023-07-26 05:21:09,367 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-26 05:21:09,382 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-26 05:21:09,399 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-26 05:21:09,412 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.634
2023-07-26 05:21:09,426 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-26 05:21:09,439 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-26 05:21:09,453 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-26 05:21:09,465 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-26 05:21:09,482 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-26 05:21:09,494 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-26 05:21:09,508 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-26 05:21:09,523 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-26 05:21:09,535 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 05:21:09,549 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 05:21:09,563 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 05:21:09,579 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 05:21:09,593 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 05:21:09,607 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 05:21:09,622 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 05:21:09,635 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 05:21:09,650 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 05:21:09,664 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.728
2023-07-26 05:21:09,672 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.725
2023-07-26 05:21:09,687 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.729
2023-07-26 05:21:09,702 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.728
2023-07-26 05:21:09,715 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-26 05:21:09,729 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.698
2023-07-26 05:21:09,743 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.696
2023-07-26 05:21:09,757 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.692
2023-07-26 05:21:09,771 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.693
2023-07-26 05:21:09,786 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.924, mIoU: 0.694
2023-07-26 05:21:09,800 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-26 05:21:09,814 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 05:21:09,828 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.925, mIoU: 0.700
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2023-07-26 05:21:09,855 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.692
2023-07-26 05:21:09,870 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 05:21:09,884 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.697
2023-07-26 05:21:09,899 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.703
2023-07-26 05:21:09,913 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.700
2023-07-26 05:21:09,927 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-26 05:21:09,939 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.701
2023-07-26 05:21:09,952 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-26 05:21:09,966 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-26 05:21:09,979 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.706
2023-07-26 05:21:09,993 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.706
2023-07-26 05:21:10,007 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-26 05:21:10,019 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 05:21:10,033 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.703
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2023-07-26 05:21:10,059 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 05:21:10,073 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.928, mIoU: 0.704
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2023-07-26 05:21:10,100 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.692
2023-07-26 05:21:10,113 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-26 05:21:10,151 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 05:21:10,179 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-26 05:21:10,204 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:21:10,218 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 05:21:10,245 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 05:21:10,259 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:21:10,272 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:21:10,285 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 05:21:10,299 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:21:10,314 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.682
2023-07-26 05:21:10,322 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:21:10,333 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 05:21:10,348 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-26 05:21:10,356 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 05:21:10,369 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 05:21:10,383 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 05:21:10,397 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 05:21:10,410 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 05:21:10,424 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 05:21:10,436 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-26 05:21:10,449 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-26 05:21:10,463 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 05:21:10,475 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 05:21:10,490 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.923, mIoU: 0.661
2023-07-26 05:21:10,502 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.923, mIoU: 0.659
2023-07-26 05:21:10,516 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.923, mIoU: 0.660
2023-07-26 05:21:10,530 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-26 05:21:10,603 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:10,617 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:10,627 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:10,641 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 05:21:10,656 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.923, mIoU: 0.678
2023-07-26 05:21:10,668 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:10,682 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:10,694 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:10,706 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:10,721 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:10,735 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-26 05:21:10,777 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 05:21:10,792 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-26 05:21:10,818 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:10,832 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:10,844 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:10,857 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:10,868 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-26 05:21:10,896 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.920, mIoU: 0.645
2023-07-26 05:21:10,910 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.641
2023-07-26 05:21:10,924 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.918, mIoU: 0.639
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2023-07-26 05:21:10,952 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.919, mIoU: 0.642
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2023-07-26 05:21:10,981 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.917, mIoU: 0.641
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2023-07-26 05:21:11,008 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 05:21:11,021 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.917, mIoU: 0.640
2023-07-26 05:21:11,035 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-26 05:21:11,323 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.917, mIoU: 0.633
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2023-07-26 05:21:11,757 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.918, mIoU: 0.640
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2023-07-26 05:21:14,447 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.915, mIoU: 0.639
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2023-07-26 05:21:14,489 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 05:21:14,529 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.639
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2023-07-26 05:21:14,587 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,602 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 05:21:14,617 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.642
2023-07-26 05:21:14,632 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 05:21:14,647 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-26 05:21:14,662 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 05:21:14,676 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 05:21:14,731 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 05:21:14,745 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 05:21:14,759 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,771 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 05:21:14,785 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.916, mIoU: 0.640
2023-07-26 05:21:14,797 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.916, mIoU: 0.640
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2023-07-26 05:21:14,820 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,834 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,848 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,862 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,876 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.917, mIoU: 0.642
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2023-07-26 05:21:14,904 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.916, mIoU: 0.641
2023-07-26 05:21:14,913 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.916, mIoU: 0.641
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2023-07-26 05:21:14,935 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.916, mIoU: 0.642
2023-07-26 05:21:14,948 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.916, mIoU: 0.642
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2023-07-26 05:21:14,990 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.916, mIoU: 0.643
2023-07-26 05:21:15,006 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.917, mIoU: 0.643
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2023-07-26 05:21:15,076 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 05:21:15,091 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 05:21:15,104 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 05:21:15,118 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.917, mIoU: 0.645
2023-07-26 05:21:15,129 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 05:21:15,143 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 05:21:15,156 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 05:21:15,169 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 05:21:15,183 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.917, mIoU: 0.646
2023-07-26 05:21:15,197 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.648
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2023-07-26 05:21:15,218 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.648
2023-07-26 05:21:15,231 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 05:21:15,245 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 05:21:15,257 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 05:21:15,269 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.649
2023-07-26 05:21:15,281 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.650
2023-07-26 05:21:15,295 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.919, mIoU: 0.650
2023-07-26 05:21:15,309 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 05:21:15,322 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,331 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,345 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,359 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,371 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,385 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,399 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,411 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,425 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,438 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,452 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,467 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,482 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,496 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,509 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-26 05:21:15,536 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,551 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.919, mIoU: 0.651
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2023-07-26 05:21:15,595 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.920, mIoU: 0.654
2023-07-26 05:21:15,611 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,626 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 05:21:15,638 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 05:21:15,653 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 05:21:15,669 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.919, mIoU: 0.652
2023-07-26 05:21:15,684 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.919, mIoU: 0.651
2023-07-26 05:21:15,699 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.919, mIoU: 0.653
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2023-07-26 05:21:15,725 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,739 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,753 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.919, mIoU: 0.653
2023-07-26 05:21:15,765 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-26 05:21:15,778 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-26 05:21:15,789 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 05:21:15,803 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 05:21:15,815 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 05:21:15,826 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,837 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,850 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,864 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,878 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,891 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,899 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:15,913 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:15,927 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 05:21:15,942 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.919, mIoU: 0.658
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2023-07-26 05:21:15,970 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 05:21:15,983 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.919, mIoU: 0.658
2023-07-26 05:21:15,996 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.919, mIoU: 0.659
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2023-07-26 05:21:16,025 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:16,039 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:16,051 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.920, mIoU: 0.659
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2023-07-26 05:21:16,078 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:16,092 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:16,107 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-26 05:21:16,120 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 05:21:16,134 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:16,149 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:16,164 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 05:21:16,177 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 05:21:16,192 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 05:21:16,207 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 05:21:16,220 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 05:21:16,234 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 05:21:16,249 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-26 05:21:16,264 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 05:21:16,320 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 05:21:16,346 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-26 05:21:16,360 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 05:21:16,399 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 05:21:16,425 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.920, mIoU: 0.660
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2023-07-26 05:21:17,094 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.922, mIoU: 0.668
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2023-07-26 05:21:17,122 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 05:21:17,136 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,149 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,163 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,177 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,192 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:17,210 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,225 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,240 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,249 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,262 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,277 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,290 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 05:21:17,304 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 05:21:17,317 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.922, mIoU: 0.667
2023-07-26 05:21:17,330 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,345 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:17,361 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 05:21:17,375 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.923, mIoU: 0.668
2023-07-26 05:21:17,389 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,401 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,414 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,426 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,439 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,453 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,467 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,481 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,494 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,508 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,520 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,533 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:17,547 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,559 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,571 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,584 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,601 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,616 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,629 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,643 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,659 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:17,674 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,688 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:17,701 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,709 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,724 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,739 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,754 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,769 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,783 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,797 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:17,812 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,826 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,838 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,851 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,865 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,879 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,892 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,904 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:17,916 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:17,928 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:17,941 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:17,953 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:17,965 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:17,977 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:17,991 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:18,006 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:18,018 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:18,032 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:18,044 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,055 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,070 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,084 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,099 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,113 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,128 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,142 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,154 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,169 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,183 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,200 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,215 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,229 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:18,244 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:18,257 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:18,269 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:18,282 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,296 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,312 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,325 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,337 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:18,351 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,365 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:18,379 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,394 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,408 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,420 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,434 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,446 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,460 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,474 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,487 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,502 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,514 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,529 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:18,543 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,555 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,567 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,582 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,597 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:18,613 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,627 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,639 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,652 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,665 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,678 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,694 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,712 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,725 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,740 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,752 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,767 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,781 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,794 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,806 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,820 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,834 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,846 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,860 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,874 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,886 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,898 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,912 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:18,926 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:18,942 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,954 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,967 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,979 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:18,993 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,005 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,017 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,031 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 05:21:19,045 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,057 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,071 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:19,086 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 05:21:19,101 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,116 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,128 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,139 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,152 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,164 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,176 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,188 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,203 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,215 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,227 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,240 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,254 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,268 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,283 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,296 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,308 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,322 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,337 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,351 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:19,365 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:19,377 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,389 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,400 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,416 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,430 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,444 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,457 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:19,467 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,479 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,493 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,507 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:19,520 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,534 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,546 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,560 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,573 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,587 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,600 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,614 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,628 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:19,641 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,656 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,670 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,685 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,700 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,716 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,731 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,745 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,759 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,773 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,788 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,800 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,813 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,826 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:19,841 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,854 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,869 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,883 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,894 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,907 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,922 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,936 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:19,948 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,962 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,976 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:19,988 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:20,001 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:20,015 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,029 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,041 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,052 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,067 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:20,081 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:20,095 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:20,108 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:20,122 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,135 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,149 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,163 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,175 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,189 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,201 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,215 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,228 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:20,240 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:20,255 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:20,267 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 05:21:20,281 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,295 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,310 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,323 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,337 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,351 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,364 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,379 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,393 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,408 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,422 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,431 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,445 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,457 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,471 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,485 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,500 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,512 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,527 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,541 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,554 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,569 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,584 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,598 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,613 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,627 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,641 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,654 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,668 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 05:21:20,682 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.923, mIoU: 0.673
2023-07-26 05:21:20,697 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,710 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,724 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,739 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:20,752 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,765 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,779 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,792 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,805 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,818 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,831 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,845 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,860 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,874 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,888 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,903 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:20,915 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,928 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,942 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,954 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,967 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,981 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:20,995 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,009 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,024 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,037 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,049 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,064 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:21,078 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,091 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,106 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,118 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,133 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,146 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,161 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:21,176 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,189 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,198 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,213 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,228 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,240 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,254 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,268 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,283 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,295 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,310 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,324 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,339 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,354 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.673
2023-07-26 05:21:21,368 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,384 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,399 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,412 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,426 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,441 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,455 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,469 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.674
2023-07-26 05:21:21,484 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:21,499 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:21,513 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:21,519 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:21,532 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:21,544 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,556 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,567 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,581 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,595 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,609 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:21,620 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:21,632 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:21,646 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:21,659 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:21,673 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,686 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,700 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,714 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,729 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,744 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,755 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,767 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,781 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:21,795 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,810 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,824 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,836 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,845 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,856 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,868 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,879 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,893 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:21,906 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:21,920 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 05:21:21,935 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 05:21:21,950 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 05:21:21,964 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 05:21:21,979 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 05:21:21,993 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,008 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,023 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,036 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,050 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 05:21:22,065 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,079 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,091 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,104 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,118 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,129 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,144 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,156 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,169 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,183 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,199 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,213 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,225 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,239 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,253 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,266 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.925, mIoU: 0.679
2023-07-26 05:21:22,280 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,292 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,304 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,318 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,332 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,346 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 05:21:22,360 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,375 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,389 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 05:21:22,403 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,417 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,429 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,443 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,453 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,465 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,479 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,491 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,505 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,520 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.678
2023-07-26 05:21:22,535 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,550 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,566 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.677
2023-07-26 05:21:22,581 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:22,596 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:22,610 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.676
2023-07-26 05:21:22,625 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,638 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,653 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,668 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,681 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,696 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,708 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,721 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,736 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.675
2023-07-26 05:21:22,751 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,765 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,779 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,791 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,802 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,816 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,828 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:22,840 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:22,854 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,867 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:22,881 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,892 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 05:21:22,904 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:22,919 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:22,934 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:22,949 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:22,961 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:22,974 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:22,988 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,002 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,017 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,031 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,045 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,059 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,072 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,086 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.924, mIoU: 0.673
2023-07-26 05:21:23,101 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.924, mIoU: 0.674
2023-07-26 05:21:23,116 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,130 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:23,144 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:23,157 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.924, mIoU: 0.671
2023-07-26 05:21:23,172 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,186 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,201 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,213 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.924, mIoU: 0.672
2023-07-26 05:21:23,227 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,241 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,257 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,269 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,283 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,298 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,311 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,326 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,340 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,354 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,367 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,381 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,396 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.923, mIoU: 0.670
2023-07-26 05:21:23,408 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,422 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,434 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-26 05:21:23,443 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-26 05:21:23,497 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,511 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,524 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-26 05:21:23,595 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.922, mIoU: 0.667
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2023-07-26 05:21:23,720 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:23,734 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,753 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,768 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,783 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,794 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,809 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,822 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,834 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,848 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,862 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,876 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.923, mIoU: 0.669
2023-07-26 05:21:23,890 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:23,902 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-26 05:21:23,930 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-26 05:21:24,012 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.922, mIoU: 0.670
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2023-07-26 05:21:24,118 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-26 05:21:24,202 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.923, mIoU: 0.670
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2023-07-26 05:21:24,269 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.922, mIoU: 0.669
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2023-07-26 05:21:25,008 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-26 05:21:25,048 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,063 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,077 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,092 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,104 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,117 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,131 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,145 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,158 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,170 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.921, mIoU: 0.669
2023-07-26 05:21:25,185 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,196 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,208 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,222 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,236 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,249 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,263 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,277 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,289 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,303 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,316 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,330 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,343 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,356 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,368 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,383 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,397 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,412 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,424 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,437 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,451 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,465 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,478 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,490 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,505 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,519 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,533 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,547 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,561 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,576 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,588 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,602 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,616 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,628 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,643 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,657 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,671 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.922, mIoU: 0.668
2023-07-26 05:21:25,685 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,699 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 05:21:25,713 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,727 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,740 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,754 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.922, mIoU: 0.670
2023-07-26 05:21:25,768 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,783 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,798 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,813 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,827 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,839 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,851 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,865 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,880 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,893 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,907 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,922 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:25,936 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,951 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,965 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,980 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:25,995 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:26,007 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:26,020 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.922, mIoU: 0.671
2023-07-26 05:21:26,033 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,045 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,058 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,072 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,087 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,099 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:26,112 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,126 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,137 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,150 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,165 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,180 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,194 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,208 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,220 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,234 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:26,248 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,260 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,274 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,288 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,303 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,315 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,329 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,343 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,356 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,370 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.922, mIoU: 0.674
2023-07-26 05:21:26,383 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,397 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,411 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,425 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,439 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:26,451 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:26,466 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,481 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,495 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,509 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,523 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:26,537 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:26,551 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 05:21:26,561 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,575 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,587 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,599 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,615 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,629 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,643 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,654 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,667 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,680 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,694 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,707 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,721 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,735 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,747 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,761 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,775 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,788 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,803 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,819 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,832 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,846 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,857 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,872 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-26 05:21:26,900 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.923, mIoU: 0.676
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2023-07-26 05:21:26,927 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,940 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,954 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.923, mIoU: 0.676
2023-07-26 05:21:26,968 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,982 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:26,994 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:27,006 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-26 05:21:27,060 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-26 05:21:27,117 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.922, mIoU: 0.675
2023-07-26 05:21:27,131 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-26 05:21:27,280 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-26 05:21:27,397 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-26 05:21:27,536 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.922, mIoU: 0.674
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2023-07-26 05:21:27,618 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,633 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-26 05:21:27,662 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:27,674 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:27,689 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,703 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,718 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,732 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,747 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,761 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,776 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,788 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,803 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,815 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,831 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,845 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,859 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,873 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,887 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,900 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,909 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,923 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,935 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,948 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,962 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:27,977 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:27,991 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,001 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,010 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,026 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,040 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,054 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,067 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,081 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,095 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,108 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,122 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,136 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,149 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,163 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 05:21:28,175 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,189 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,203 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,217 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,230 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,244 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,258 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.922, mIoU: 0.673
2023-07-26 05:21:28,271 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:28,286 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:28,299 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:28,312 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:28,326 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 05:21:28,342 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 05:21:44,275 semantic_segmentation INFO: Iters: 91210/150000 || Lr: 0.008609 || Task Loss: 0.3104 || KD Loss: 0.0358|| 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, 18:35:28 || Estimated Time: 1 day, 3:27:08
2023-07-26 05:22:00,200 semantic_segmentation INFO: Iters: 91220/150000 || Lr: 0.008607 || Task Loss: 0.6158 || KD Loss: 0.1352|| 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: 1 day, 18:35:44 || Estimated Time: 1 day, 3:26:51
2023-07-26 05:22:16,188 semantic_segmentation INFO: Iters: 91230/150000 || Lr: 0.008606 || Task Loss: 0.3874 || KD Loss: 0.1213|| 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, 18:36:00 || Estimated Time: 1 day, 3:26:34
2023-07-26 05:22:32,172 semantic_segmentation INFO: Iters: 91240/150000 || Lr: 0.008605 || Task Loss: 0.4467 || KD Loss: 0.1719|| 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, 18:36:16 || Estimated Time: 1 day, 3:26:16
2023-07-26 05:22:48,154 semantic_segmentation INFO: Iters: 91250/150000 || Lr: 0.008603 || Task Loss: 0.4373 || KD Loss: 0.1079|| 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, 18:36:32 || Estimated Time: 1 day, 3:25:59
2023-07-26 05:23:04,166 semantic_segmentation INFO: Iters: 91260/150000 || Lr: 0.008602 || Task Loss: 0.5122 || KD Loss: 0.1304|| 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, 18:36:48 || Estimated Time: 1 day, 3:25:41
2023-07-26 05:23:20,102 semantic_segmentation INFO: Iters: 91270/150000 || Lr: 0.008601 || Task Loss: 0.4487 || KD Loss: 0.0947|| 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, 18:37:04 || Estimated Time: 1 day, 3:25:24
2023-07-26 05:23:36,101 semantic_segmentation INFO: Iters: 91280/150000 || Lr: 0.008599 || Task Loss: 0.4940 || KD Loss: 0.1265|| 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, 18:37:20 || Estimated Time: 1 day, 3:25:07
2023-07-26 05:23:52,023 semantic_segmentation INFO: Iters: 91290/150000 || Lr: 0.008598 || Task Loss: 0.3683 || KD Loss: 0.0845|| 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, 18:37:36 || Estimated Time: 1 day, 3:24:49
2023-07-26 05:24:07,995 semantic_segmentation INFO: Iters: 91300/150000 || Lr: 0.008597 || Task Loss: 0.4126 || KD Loss: 0.0680|| 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, 18:37:52 || Estimated Time: 1 day, 3:24:32
2023-07-26 05:24:23,902 semantic_segmentation INFO: Iters: 91310/150000 || Lr: 0.008595 || Task Loss: 0.4644 || KD Loss: 0.0824|| 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, 18:38:08 || Estimated Time: 1 day, 3:24:15
2023-07-26 05:24:39,862 semantic_segmentation INFO: Iters: 91320/150000 || Lr: 0.008594 || Task Loss: 0.3218 || KD Loss: 0.0688|| 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, 18:38:24 || Estimated Time: 1 day, 3:23:57
2023-07-26 05:24:55,939 semantic_segmentation INFO: Iters: 91330/150000 || Lr: 0.008593 || Task Loss: 0.3683 || KD Loss: 0.0586|| 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, 18:38:40 || Estimated Time: 1 day, 3:23:40
2023-07-26 05:25:11,891 semantic_segmentation INFO: Iters: 91340/150000 || Lr: 0.008591 || Task Loss: 0.2823 || KD Loss: 0.0528|| 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, 18:38:56 || Estimated Time: 1 day, 3:23:23
2023-07-26 05:25:27,931 semantic_segmentation INFO: Iters: 91350/150000 || Lr: 0.008590 || Task Loss: 0.3533 || KD Loss: 0.0757|| 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, 18:39:12 || Estimated Time: 1 day, 3:23:05
2023-07-26 05:25:43,925 semantic_segmentation INFO: Iters: 91360/150000 || Lr: 0.008589 || Task Loss: 0.4220 || KD Loss: 0.0637|| 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, 18:39:28 || Estimated Time: 1 day, 3:22:48
2023-07-26 05:25:59,927 semantic_segmentation INFO: Iters: 91370/150000 || Lr: 0.008587 || Task Loss: 0.2657 || KD Loss: 0.0481|| 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, 18:39:44 || Estimated Time: 1 day, 3:22:31
2023-07-26 05:26:16,000 semantic_segmentation INFO: Iters: 91380/150000 || Lr: 0.008586 || Task Loss: 0.3500 || KD Loss: 0.0771|| 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, 18:40:00 || Estimated Time: 1 day, 3:22:13
2023-07-26 05:26:32,044 semantic_segmentation INFO: Iters: 91390/150000 || Lr: 0.008585 || Task Loss: 0.4789 || KD Loss: 0.0952|| 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, 18:40:16 || Estimated Time: 1 day, 3:21:56
2023-07-26 05:26:48,049 semantic_segmentation INFO: Iters: 91400/150000 || Lr: 0.008583 || Task Loss: 0.3190 || KD Loss: 0.0443|| 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, 18:40:32 || Estimated Time: 1 day, 3:21:39
2023-07-26 05:27:04,019 semantic_segmentation INFO: Iters: 91410/150000 || Lr: 0.008582 || Task Loss: 0.3798 || KD Loss: 0.0604|| 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, 18:40:48 || Estimated Time: 1 day, 3:21:21
2023-07-26 05:27:20,042 semantic_segmentation INFO: Iters: 91420/150000 || Lr: 0.008581 || Task Loss: 0.2836 || KD Loss: 0.0441|| 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, 18:41:04 || Estimated Time: 1 day, 3:21:04
2023-07-26 05:27:36,067 semantic_segmentation INFO: Iters: 91430/150000 || Lr: 0.008580 || Task Loss: 0.4775 || KD Loss: 0.1081|| 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, 18:41:20 || Estimated Time: 1 day, 3:20:47
2023-07-26 05:27:52,133 semantic_segmentation INFO: Iters: 91440/150000 || Lr: 0.008578 || Task Loss: 0.3238 || KD Loss: 0.0717|| 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, 18:41:36 || Estimated Time: 1 day, 3:20:30
2023-07-26 05:28:08,069 semantic_segmentation INFO: Iters: 91450/150000 || Lr: 0.008577 || Task Loss: 0.5855 || KD Loss: 0.1105|| 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, 18:41:52 || Estimated Time: 1 day, 3:20:12
2023-07-26 05:28:24,107 semantic_segmentation INFO: Iters: 91460/150000 || Lr: 0.008576 || Task Loss: 0.3846 || KD Loss: 0.0515|| 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, 18:42:08 || Estimated Time: 1 day, 3:19:55
2023-07-26 05:28:40,106 semantic_segmentation INFO: Iters: 91470/150000 || Lr: 0.008574 || Task Loss: 0.3470 || KD Loss: 0.0696|| 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, 18:42:24 || Estimated Time: 1 day, 3:19:38
2023-07-26 05:28:56,054 semantic_segmentation INFO: Iters: 91480/150000 || Lr: 0.008573 || Task Loss: 0.3664 || KD Loss: 0.0435|| 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, 18:42:40 || Estimated Time: 1 day, 3:19:20
2023-07-26 05:29:12,050 semantic_segmentation INFO: Iters: 91490/150000 || Lr: 0.008572 || Task Loss: 0.3614 || KD Loss: 0.0792|| 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, 18:42:56 || Estimated Time: 1 day, 3:19:03
2023-07-26 05:29:27,992 semantic_segmentation INFO: Iters: 91500/150000 || Lr: 0.008570 || Task Loss: 0.3421 || KD Loss: 0.0523|| 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: 1 day, 18:43:12 || Estimated Time: 1 day, 3:18:46
2023-07-26 05:29:43,913 semantic_segmentation INFO: Iters: 91510/150000 || Lr: 0.008569 || Task Loss: 0.5468 || KD Loss: 0.0607|| 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, 18:43:28 || Estimated Time: 1 day, 3:18:28
2023-07-26 05:29:59,847 semantic_segmentation INFO: Iters: 91520/150000 || Lr: 0.008568 || Task Loss: 0.2528 || KD Loss: 0.0454|| 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, 18:43:44 || Estimated Time: 1 day, 3:18:11
2023-07-26 05:30:15,790 semantic_segmentation INFO: Iters: 91530/150000 || Lr: 0.008566 || Task Loss: 0.4001 || KD Loss: 0.0921|| 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, 18:44:00 || Estimated Time: 1 day, 3:17:53
2023-07-26 05:30:31,732 semantic_segmentation INFO: Iters: 91540/150000 || Lr: 0.008565 || Task Loss: 0.2757 || KD Loss: 0.0366|| 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, 18:44:16 || Estimated Time: 1 day, 3:17:36
2023-07-26 05:30:47,627 semantic_segmentation INFO: Iters: 91550/150000 || Lr: 0.008564 || Task Loss: 0.3962 || KD Loss: 0.0828|| 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, 18:44:32 || Estimated Time: 1 day, 3:17:19
2023-07-26 05:31:03,622 semantic_segmentation INFO: Iters: 91560/150000 || Lr: 0.008562 || Task Loss: 0.5012 || KD Loss: 0.1013|| 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, 18:44:48 || Estimated Time: 1 day, 3:17:01
2023-07-26 05:31:19,565 semantic_segmentation INFO: Iters: 91570/150000 || Lr: 0.008561 || Task Loss: 0.3834 || KD Loss: 0.0964|| 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, 18:45:04 || Estimated Time: 1 day, 3:16:44
2023-07-26 05:31:35,474 semantic_segmentation INFO: Iters: 91580/150000 || Lr: 0.008560 || Task Loss: 0.2747 || KD Loss: 0.0544|| 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, 18:45:19 || Estimated Time: 1 day, 3:16:27
2023-07-26 05:31:51,437 semantic_segmentation INFO: Iters: 91590/150000 || Lr: 0.008558 || Task Loss: 0.3455 || KD Loss: 0.0538|| 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, 18:45:35 || Estimated Time: 1 day, 3:16:09
2023-07-26 05:32:07,395 semantic_segmentation INFO: Iters: 91600/150000 || Lr: 0.008557 || Task Loss: 0.4389 || KD Loss: 0.0739|| 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, 18:45:51 || Estimated Time: 1 day, 3:15:52
2023-07-26 05:32:23,383 semantic_segmentation INFO: Iters: 91610/150000 || Lr: 0.008556 || Task Loss: 0.3420 || KD Loss: 0.0598|| 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, 18:46:07 || Estimated Time: 1 day, 3:15:35
2023-07-26 05:32:39,307 semantic_segmentation INFO: Iters: 91620/150000 || Lr: 0.008554 || Task Loss: 0.4516 || KD Loss: 0.0777|| 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, 18:46:23 || Estimated Time: 1 day, 3:15:17
2023-07-26 05:32:55,218 semantic_segmentation INFO: Iters: 91630/150000 || Lr: 0.008553 || Task Loss: 0.3062 || KD Loss: 0.0295|| 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, 18:46:39 || Estimated Time: 1 day, 3:15:00
2023-07-26 05:33:11,193 semantic_segmentation INFO: Iters: 91640/150000 || Lr: 0.008552 || Task Loss: 0.4303 || KD Loss: 0.0855|| 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, 18:46:55 || Estimated Time: 1 day, 3:14:42
2023-07-26 05:33:27,141 semantic_segmentation INFO: Iters: 91650/150000 || Lr: 0.008550 || Task Loss: 0.3183 || KD Loss: 0.0520|| 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, 18:47:11 || Estimated Time: 1 day, 3:14:25
2023-07-26 05:33:43,063 semantic_segmentation INFO: Iters: 91660/150000 || Lr: 0.008549 || Task Loss: 0.6251 || KD Loss: 0.0667|| 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, 18:47:27 || Estimated Time: 1 day, 3:14:08
2023-07-26 05:33:59,042 semantic_segmentation INFO: Iters: 91670/150000 || Lr: 0.008548 || Task Loss: 0.2583 || KD Loss: 0.0423|| 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, 18:47:43 || Estimated Time: 1 day, 3:13:50
2023-07-26 05:34:15,077 semantic_segmentation INFO: Iters: 91680/150000 || Lr: 0.008547 || Task Loss: 0.3087 || KD Loss: 0.0499|| 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, 18:47:59 || Estimated Time: 1 day, 3:13:33
2023-07-26 05:34:31,074 semantic_segmentation INFO: Iters: 91690/150000 || Lr: 0.008545 || Task Loss: 0.3570 || KD Loss: 0.0527|| 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, 18:48:15 || Estimated Time: 1 day, 3:13:16
2023-07-26 05:34:47,072 semantic_segmentation INFO: Iters: 91700/150000 || Lr: 0.008544 || Task Loss: 0.4356 || KD Loss: 0.0986|| 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, 18:48:31 || Estimated Time: 1 day, 3:12:59
2023-07-26 05:35:03,054 semantic_segmentation INFO: Iters: 91710/150000 || Lr: 0.008543 || Task Loss: 0.2760 || KD Loss: 0.0837|| 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, 18:48:47 || Estimated Time: 1 day, 3:12:41
2023-07-26 05:35:19,066 semantic_segmentation INFO: Iters: 91720/150000 || Lr: 0.008541 || Task Loss: 0.4118 || KD Loss: 0.0464|| 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, 18:49:03 || Estimated Time: 1 day, 3:12:24
2023-07-26 05:35:35,098 semantic_segmentation INFO: Iters: 91730/150000 || Lr: 0.008540 || Task Loss: 0.2812 || KD Loss: 0.0487|| 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, 18:49:19 || Estimated Time: 1 day, 3:12:07
2023-07-26 05:35:51,158 semantic_segmentation INFO: Iters: 91740/150000 || Lr: 0.008539 || Task Loss: 0.3479 || KD Loss: 0.0649|| 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, 18:49:35 || Estimated Time: 1 day, 3:11:49
2023-07-26 05:36:07,105 semantic_segmentation INFO: Iters: 91750/150000 || Lr: 0.008537 || Task Loss: 0.3507 || 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: 1 day, 18:49:51 || Estimated Time: 1 day, 3:11:32
2023-07-26 05:36:23,095 semantic_segmentation INFO: Iters: 91760/150000 || Lr: 0.008536 || Task Loss: 0.3015 || KD Loss: 0.0317|| 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, 18:50:07 || Estimated Time: 1 day, 3:11:15
2023-07-26 05:36:41,104 semantic_segmentation INFO: Iters: 91770/150000 || Lr: 0.008535 || Task Loss: 0.4712 || KD Loss: 0.0712|| 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, 18:50:25 || Estimated Time: 1 day, 3:10:58
2023-07-26 05:36:58,401 semantic_segmentation INFO: Iters: 91780/150000 || Lr: 0.008533 || Task Loss: 0.3278 || KD Loss: 0.0533|| 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, 18:50:42 || Estimated Time: 1 day, 3:10:42
2023-07-26 05:37:14,316 semantic_segmentation INFO: Iters: 91790/150000 || Lr: 0.008532 || Task Loss: 0.2339 || KD Loss: 0.0377|| 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, 18:50:58 || Estimated Time: 1 day, 3:10:25
2023-07-26 05:37:30,302 semantic_segmentation INFO: Iters: 91800/150000 || Lr: 0.008531 || Task Loss: 0.4116 || KD Loss: 0.0667|| 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, 18:51:14 || Estimated Time: 1 day, 3:10:07
2023-07-26 05:37:46,278 semantic_segmentation INFO: Iters: 91810/150000 || Lr: 0.008529 || Task Loss: 0.3157 || KD Loss: 0.0496|| 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, 18:51:30 || Estimated Time: 1 day, 3:09:50
2023-07-26 05:38:02,197 semantic_segmentation INFO: Iters: 91820/150000 || Lr: 0.008528 || Task Loss: 0.4118 || KD Loss: 0.0860|| 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, 18:51:46 || Estimated Time: 1 day, 3:09:33
2023-07-26 05:38:18,109 semantic_segmentation INFO: Iters: 91830/150000 || Lr: 0.008527 || Task Loss: 0.2896 || KD Loss: 0.0733|| 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, 18:52:02 || Estimated Time: 1 day, 3:09:15
2023-07-26 05:38:34,007 semantic_segmentation INFO: Iters: 91840/150000 || Lr: 0.008525 || Task Loss: 0.3292 || KD Loss: 0.0758|| 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, 18:52:18 || Estimated Time: 1 day, 3:08:58
2023-07-26 05:38:49,961 semantic_segmentation INFO: Iters: 91850/150000 || Lr: 0.008524 || Task Loss: 0.3842 || KD Loss: 0.0751|| 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, 18:52:34 || Estimated Time: 1 day, 3:08:41
2023-07-26 05:39:05,980 semantic_segmentation INFO: Iters: 91860/150000 || Lr: 0.008523 || Task Loss: 0.5652 || KD Loss: 0.1130|| 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, 18:52:50 || Estimated Time: 1 day, 3:08:23
2023-07-26 05:39:21,930 semantic_segmentation INFO: Iters: 91870/150000 || Lr: 0.008521 || Task Loss: 0.8508 || KD Loss: 0.3180|| 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, 18:53:06 || Estimated Time: 1 day, 3:08:06
2023-07-26 05:39:37,876 semantic_segmentation INFO: Iters: 91880/150000 || Lr: 0.008520 || Task Loss: 0.4280 || KD Loss: 0.0744|| 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, 18:53:22 || Estimated Time: 1 day, 3:07:49
2023-07-26 05:39:53,803 semantic_segmentation INFO: Iters: 91890/150000 || Lr: 0.008519 || Task Loss: 0.3493 || KD Loss: 0.0686|| 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, 18:53:38 || Estimated Time: 1 day, 3:07:31
2023-07-26 05:40:09,740 semantic_segmentation INFO: Iters: 91900/150000 || Lr: 0.008518 || Task Loss: 0.7033 || KD Loss: 0.1585|| 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, 18:53:54 || Estimated Time: 1 day, 3:07:14
2023-07-26 05:40:25,726 semantic_segmentation INFO: Iters: 91910/150000 || Lr: 0.008516 || Task Loss: 0.5674 || KD Loss: 0.1405|| 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, 18:54:10 || Estimated Time: 1 day, 3:06:57
2023-07-26 05:40:41,749 semantic_segmentation INFO: Iters: 91920/150000 || Lr: 0.008515 || Task Loss: 0.4933 || KD Loss: 0.1029|| 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, 18:54:26 || Estimated Time: 1 day, 3:06:39
2023-07-26 05:40:57,735 semantic_segmentation INFO: Iters: 91930/150000 || Lr: 0.008514 || Task Loss: 0.6675 || KD Loss: 0.1848|| 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, 18:54:42 || Estimated Time: 1 day, 3:06:22
2023-07-26 05:41:13,734 semantic_segmentation INFO: Iters: 91940/150000 || Lr: 0.008512 || Task Loss: 0.4418 || KD Loss: 0.0742|| 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, 18:54:58 || Estimated Time: 1 day, 3:06:05
2023-07-26 05:41:29,758 semantic_segmentation INFO: Iters: 91950/150000 || Lr: 0.008511 || Task Loss: 0.3866 || KD Loss: 0.0895|| 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, 18:55:14 || Estimated Time: 1 day, 3:05:47
2023-07-26 05:41:45,740 semantic_segmentation INFO: Iters: 91960/150000 || Lr: 0.008510 || Task Loss: 0.6521 || KD Loss: 0.1977|| 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, 18:55:30 || Estimated Time: 1 day, 3:05:30
2023-07-26 05:42:01,810 semantic_segmentation INFO: Iters: 91970/150000 || Lr: 0.008508 || Task Loss: 0.4272 || KD Loss: 0.1481|| 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, 18:55:46 || Estimated Time: 1 day, 3:05:13
2023-07-26 05:42:17,838 semantic_segmentation INFO: Iters: 91980/150000 || Lr: 0.008507 || Task Loss: 0.3664 || KD Loss: 0.0910|| 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, 18:56:02 || Estimated Time: 1 day, 3:04:55
2023-07-26 05:42:33,877 semantic_segmentation INFO: Iters: 91990/150000 || Lr: 0.008506 || Task Loss: 0.3061 || KD Loss: 0.0480|| 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, 18:56:18 || Estimated Time: 1 day, 3:04:38
2023-07-26 05:42:49,971 semantic_segmentation INFO: Iters: 92000/150000 || Lr: 0.008504 || Task Loss: 0.9880 || KD Loss: 0.4204|| 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, 18:56:34 || Estimated Time: 1 day, 3:04:21
2023-07-26 05:42:50,081 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 05:42:50,534 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-26 05:42:50,547 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.135
2023-07-26 05:42:50,560 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.172
2023-07-26 05:42:50,574 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-26 05:42:50,587 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.244
2023-07-26 05:42:50,598 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.286
2023-07-26 05:42:50,612 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.330
2023-07-26 05:42:50,626 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.333
2023-07-26 05:42:50,638 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.333
2023-07-26 05:42:50,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.376
2023-07-26 05:42:50,665 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.426
2023-07-26 05:42:50,679 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.443
2023-07-26 05:42:50,691 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.460
2023-07-26 05:42:50,704 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.441
2023-07-26 05:42:50,718 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.440
2023-07-26 05:42:50,731 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.435
2023-07-26 05:42:50,741 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.416
2023-07-26 05:42:50,753 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.417
2023-07-26 05:42:50,767 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.419
2023-07-26 05:42:50,782 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.463
2023-07-26 05:42:50,795 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.436
2023-07-26 05:42:50,809 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.445
2023-07-26 05:42:50,823 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.478
2023-07-26 05:42:50,838 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.502
2023-07-26 05:42:50,853 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.510
2023-07-26 05:42:50,866 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.502
2023-07-26 05:42:50,880 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.509
2023-07-26 05:42:50,890 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.510
2023-07-26 05:42:50,905 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.499
2023-07-26 05:42:50,919 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.499
2023-07-26 05:42:50,932 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.506
2023-07-26 05:42:50,946 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.504
2023-07-26 05:42:50,960 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.506
2023-07-26 05:42:50,974 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.503
2023-07-26 05:42:50,988 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.534
2023-07-26 05:42:51,002 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.534
2023-07-26 05:42:51,014 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.534
2023-07-26 05:42:51,026 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.579
2023-07-26 05:42:51,041 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.580
2023-07-26 05:42:51,054 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.579
2023-07-26 05:42:51,066 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.607
2023-07-26 05:42:51,080 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.607
2023-07-26 05:42:51,093 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.603
2023-07-26 05:42:51,106 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.603
2023-07-26 05:42:51,120 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-26 05:42:51,135 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.614
2023-07-26 05:42:51,147 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.617
2023-07-26 05:42:51,160 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.617
2023-07-26 05:42:51,174 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-26 05:42:51,189 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-26 05:42:51,204 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-26 05:42:51,218 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.610
2023-07-26 05:42:51,231 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.607
2023-07-26 05:42:51,246 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.608
2023-07-26 05:42:51,260 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-26 05:42:51,273 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.610
2023-07-26 05:42:51,287 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.609
2023-07-26 05:42:51,304 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.609
2023-07-26 05:42:51,318 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.612
2023-07-26 05:42:51,333 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-26 05:42:51,347 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-26 05:42:51,361 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.650
2023-07-26 05:42:51,373 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-26 05:42:51,391 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-26 05:42:51,403 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-26 05:42:51,418 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-26 05:42:51,433 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-26 05:42:51,446 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.697
2023-07-26 05:42:51,460 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.698
2023-07-26 05:42:51,475 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.699
2023-07-26 05:42:51,490 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 05:42:51,503 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 05:42:51,518 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 05:42:51,532 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 05:42:51,547 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 05:42:51,561 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 05:42:51,575 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 05:42:51,585 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 05:42:51,599 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 05:42:51,614 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 05:42:51,627 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 05:42:51,646 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 05:42:51,659 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 05:42:51,673 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:51,688 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:42:51,702 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:42:51,717 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:42:51,731 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 05:42:51,746 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 05:42:51,759 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 05:42:51,773 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 05:42:51,788 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 05:42:51,802 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:42:51,817 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-26 05:42:51,831 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 05:42:51,845 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 05:42:51,858 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 05:42:51,871 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:51,885 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:51,897 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:42:51,912 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:42:51,925 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:42:51,938 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:42:51,952 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:42:51,966 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:42:51,978 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:42:51,992 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 05:42:52,006 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:52,018 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:42:52,031 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:42:52,044 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:42:52,056 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:42:52,071 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 05:42:52,084 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 05:42:52,099 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 05:42:52,111 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 05:42:52,123 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:42:52,138 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:42:52,151 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:42:52,165 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:52,179 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:42:52,192 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:42:52,204 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 05:42:52,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 05:42:52,233 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 05:42:52,242 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 05:42:52,253 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 05:42:52,268 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 05:42:52,276 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 05:42:52,289 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:42:52,303 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 05:42:52,318 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 05:42:52,331 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 05:42:52,347 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 05:42:52,359 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 05:42:52,372 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 05:42:52,386 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:42:52,399 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:42:52,413 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:42:52,425 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:42:52,439 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 05:42:52,454 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 05:42:52,468 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 05:42:52,483 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 05:42:52,497 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 05:42:52,510 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:42:52,525 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 05:42:52,539 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 05:42:52,549 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 05:42:52,563 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 05:42:52,578 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 05:42:52,591 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 05:42:52,605 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 05:42:52,618 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 05:42:52,631 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 05:42:52,646 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 05:42:52,661 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 05:42:52,676 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.696
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2023-07-26 05:42:55,371 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.925, mIoU: 0.677
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2023-07-26 05:42:55,469 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.921, mIoU: 0.669
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2023-07-26 05:42:55,497 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-26 05:42:56,183 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.922, mIoU: 0.665
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2023-07-26 05:42:56,293 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.922, mIoU: 0.664
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2023-07-26 05:42:56,320 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 05:42:57,002 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.923, mIoU: 0.671
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2023-07-26 05:42:57,123 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.675
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2023-07-26 05:42:58,064 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-26 05:42:58,078 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-26 05:42:58,093 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.923, mIoU: 0.680
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2023-07-26 05:42:58,120 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,135 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,149 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,162 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,176 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,190 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,205 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,219 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,231 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,246 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,260 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,276 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-26 05:42:58,286 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,300 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,315 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,327 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,341 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,354 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,368 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,382 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,397 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,411 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,423 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 05:42:58,436 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 05:42:58,451 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,465 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,480 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,493 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 05:42:58,507 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,520 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,534 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 05:42:58,549 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,561 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,576 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,590 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,604 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,618 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,632 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,643 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,657 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,672 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,685 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,699 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,713 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,724 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,738 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,752 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,766 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,778 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 05:42:58,792 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,806 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,820 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 05:42:58,834 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 05:42:58,848 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,862 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,877 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,891 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,906 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,918 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:42:58,933 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:58,947 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:58,962 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:58,974 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:58,989 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,002 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,016 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,031 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,046 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,060 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,074 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,088 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,102 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,115 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,128 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,142 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,159 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,173 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 05:42:59,187 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,197 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 05:42:59,210 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 05:42:59,224 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 05:42:59,236 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:59,250 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:59,263 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 05:42:59,275 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,289 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,305 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,320 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,334 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,347 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,360 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,373 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,386 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,401 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,417 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,433 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,447 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,461 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:42:59,473 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,487 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:42:59,502 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,514 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,527 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,540 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,556 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,570 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,582 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,597 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:42:59,612 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,626 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,638 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,651 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,658 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,673 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:42:59,688 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,702 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,717 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,731 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 05:42:59,745 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-26 05:42:59,774 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,786 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,800 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,813 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,827 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,841 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,852 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,865 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,877 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,890 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 05:42:59,903 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 05:42:59,916 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,929 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.927, mIoU: 0.689
2023-07-26 05:42:59,942 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:42:59,957 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:42:59,968 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:42:59,982 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:42:59,994 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:43:00,005 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:43:00,020 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:43:00,034 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.927, mIoU: 0.691
2023-07-26 05:43:00,048 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,062 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,076 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,091 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,105 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,119 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,133 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:43:00,150 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:43:00,164 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:43:00,179 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 05:43:00,194 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 05:43:00,206 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 05:43:00,218 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 05:43:00,231 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-26 05:43:00,300 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.928, mIoU: 0.692
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2023-07-26 05:43:00,342 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 05:43:00,357 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-26 05:43:00,384 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-26 05:43:00,426 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:43:00,441 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 05:43:00,457 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 05:43:00,499 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 05:43:00,511 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 05:43:00,524 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 05:43:00,553 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,567 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 05:43:00,581 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:00,592 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 05:43:00,644 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 05:43:00,659 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:43:00,672 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:43:00,686 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:43:00,698 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 05:43:00,712 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 05:43:00,738 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,751 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:00,765 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:00,779 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:00,792 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:00,806 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,821 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,834 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,847 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,861 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,876 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:00,893 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:00,906 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,920 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,933 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,949 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,961 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,974 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:00,988 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:01,003 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:01,016 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:01,031 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:01,046 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,061 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,076 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,088 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,100 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,114 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,126 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,138 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,150 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,165 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,177 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,189 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,202 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,216 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,230 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,245 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,257 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,269 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:01,283 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:01,297 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:01,311 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:01,326 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:01,339 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:01,351 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,362 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,378 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,393 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,408 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,421 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,433 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,447 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,462 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,476 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:01,489 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:01,503 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,515 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,530 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,542 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,556 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,568 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,582 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,596 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,608 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,622 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,636 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,650 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,664 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,677 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,691 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,705 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,718 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,732 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,746 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,758 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,771 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,784 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,800 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,813 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,829 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,844 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,855 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,869 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,884 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,900 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,913 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,928 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,942 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,954 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,967 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:01,982 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:01,996 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,008 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,019 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,035 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:02,048 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:02,062 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:02,075 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:02,088 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:02,103 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:02,117 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:02,131 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:02,143 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:02,157 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:02,169 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:02,184 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:02,198 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,210 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,225 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,238 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,252 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,267 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,281 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,295 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,309 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,323 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,337 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,352 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,366 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,380 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,394 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,404 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,417 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,430 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,445 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,460 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,476 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,488 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,502 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,516 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,530 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 05:43:02,545 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,561 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,574 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,589 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,604 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,618 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,631 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,646 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,660 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,675 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,687 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,702 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,716 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,728 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,742 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,756 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,769 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,782 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,795 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,808 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,822 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,836 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,850 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,864 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,879 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:02,891 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:02,904 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:02,918 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,930 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,943 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,957 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,972 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:02,986 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,002 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,015 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,028 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,043 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,058 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,071 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,085 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,098 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,113 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,127 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,142 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,157 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,171 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,179 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,194 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,209 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,221 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,234 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,248 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,262 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,274 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,288 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,301 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,316 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,330 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,343 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,359 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,373 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,386 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,401 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,416 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,431 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:03,443 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,459 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,475 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,490 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,497 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,509 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:03,522 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,534 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,545 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,560 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,574 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,587 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,599 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,611 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,625 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,636 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,650 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,662 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,676 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,690 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,704 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,717 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,728 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,741 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,755 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,769 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,782 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,796 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,808 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,818 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,829 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:03,841 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,852 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,866 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,878 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:03,892 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:03,908 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:03,923 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,936 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:03,950 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,965 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,979 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:03,993 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,007 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,020 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:04,034 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:04,049 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:04,061 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,074 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,088 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,100 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,114 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,127 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,141 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:04,155 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:04,172 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:04,188 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:04,200 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 05:43:04,216 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 05:43:04,231 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 05:43:04,246 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,261 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,274 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,287 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,301 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,316 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,331 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,346 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,360 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,376 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,390 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,405 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,416 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,430 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 05:43:04,440 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,452 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,465 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 05:43:04,476 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,491 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,506 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 05:43:04,519 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,533 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,547 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,561 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,574 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,585 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,599 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,612 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,626 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,641 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,653 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,667 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,680 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,694 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,708 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,723 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,737 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,751 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,763 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,775 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:04,790 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 05:43:04,802 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,815 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,830 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,845 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,859 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,872 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 05:43:04,884 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:04,900 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,915 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,930 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,944 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,956 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,971 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:04,985 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:05,000 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,014 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,028 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,041 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,054 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,068 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,082 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,096 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,109 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,122 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,134 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,148 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,162 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:05,176 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:05,187 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 05:43:05,201 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,214 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,228 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,241 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,254 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,268 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,281 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,295 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,309 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,322 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,334 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,348 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,363 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,375 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,389 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:05,401 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:05,409 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,423 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,437 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,448 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,463 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,477 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,492 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,505 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,518 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,532 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,546 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,561 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,574 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,590 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,603 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,615 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,630 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,644 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,658 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,670 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,682 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,696 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,711 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,725 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,739 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,751 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,766 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,779 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,791 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,806 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,822 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 05:43:05,836 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,851 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,864 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,878 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,893 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,909 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,923 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:05,936 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,951 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,964 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,976 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:05,988 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,003 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,017 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,031 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,045 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,055 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,067 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,083 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,097 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 05:43:06,109 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,123 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,139 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,153 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 05:43:06,178 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,192 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,205 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,218 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,230 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.927, mIoU: 0.685
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2023-07-26 05:43:06,271 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,285 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,300 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,312 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:06,326 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,341 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,353 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,367 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,381 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,395 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,410 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,422 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,434 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,449 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,464 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,477 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,490 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 05:43:06,523 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:06,536 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:06,546 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:06,560 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:06,575 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:06,589 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 05:43:06,604 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 05:43:06,616 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,630 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,644 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,656 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:06,670 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:06,684 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:06,698 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:06,713 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.927, mIoU: 0.688
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2023-07-26 05:43:06,742 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,755 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,769 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,781 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,795 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,810 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,825 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,837 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,851 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,862 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,876 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,891 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 05:43:06,907 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,919 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:43:06,934 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:06,950 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,964 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,975 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:06,989 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,004 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,015 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,030 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 05:43:07,044 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,058 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,070 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,082 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,096 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,109 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,123 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,135 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:43:07,149 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:43:07,161 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:07,173 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:07,187 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:07,201 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,214 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 05:43:07,228 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,243 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,255 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,270 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,284 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,299 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,313 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,326 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,339 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,354 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,368 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,383 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,395 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,409 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:07,424 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:07,438 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,451 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,463 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,477 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,491 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:07,506 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,521 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,537 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,552 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,565 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,578 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,592 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,604 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,618 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,632 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,646 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,660 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 05:43:07,674 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 05:43:07,688 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,702 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,716 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,730 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,745 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,759 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,773 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,788 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,802 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,814 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,827 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,841 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,856 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,868 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,882 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,897 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,912 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,926 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,940 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,954 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,968 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,980 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:07,992 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,006 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,018 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,030 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,045 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,059 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,071 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:08,084 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,098 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,110 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,124 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,139 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,153 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,168 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,182 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:08,199 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.926, mIoU: 0.683
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2023-07-26 05:43:08,228 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:08,240 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 05:43:08,284 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:08,297 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:08,311 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 05:43:08,340 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 05:43:08,366 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:08,381 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.926, mIoU: 0.685
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2023-07-26 05:43:08,410 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,425 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,437 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,451 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,465 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,479 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,494 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,507 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,521 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,540 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,550 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,564 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,576 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,588 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,604 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:43:08,618 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 05:43:08,631 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,642 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,654 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,668 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,681 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,694 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,708 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,722 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,735 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,749 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,764 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,776 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,790 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,804 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,817 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,831 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,842 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,856 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,870 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,885 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,899 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,912 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,925 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,938 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 05:43:08,952 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,966 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,978 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:08,991 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,005 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,020 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,034 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,046 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,061 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,077 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,092 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,106 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,121 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,129 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,144 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,156 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,169 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,184 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,199 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,213 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,228 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,244 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,258 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,273 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,286 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,300 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,316 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,330 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,344 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,358 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,374 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,386 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,400 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,414 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,428 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,441 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,453 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 05:43:09,467 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,481 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,494 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:09,508 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,522 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,536 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,551 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,565 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,579 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,592 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,606 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,620 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,635 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,649 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,662 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,676 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,690 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,705 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,719 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,734 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,748 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,763 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,775 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,789 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,802 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,816 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,830 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,844 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,859 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,873 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,887 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,896 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,911 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,923 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,937 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,952 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,966 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,980 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:09,992 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:10,001 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:10,016 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 05:43:10,030 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,044 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,057 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,071 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,085 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,097 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,111 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,125 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,139 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,153 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,165 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,180 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,194 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,208 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,221 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,235 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,249 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 05:43:10,263 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:10,278 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:10,290 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:10,303 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:10,317 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:10,333 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 05:43:26,330 semantic_segmentation INFO: Iters: 92010/150000 || Lr: 0.008503 || Task Loss: 0.4437 || KD Loss: 0.0784|| 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, 18:57:10 || Estimated Time: 1 day, 3:04:16
2023-07-26 05:43:42,341 semantic_segmentation INFO: Iters: 92020/150000 || Lr: 0.008502 || Task Loss: 0.5038 || KD Loss: 0.2121|| 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, 18:57:26 || Estimated Time: 1 day, 3:03:59
2023-07-26 05:43:58,405 semantic_segmentation INFO: Iters: 92030/150000 || Lr: 0.008500 || Task Loss: 0.5463 || KD Loss: 0.1096|| 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, 18:57:42 || Estimated Time: 1 day, 3:03:42
2023-07-26 05:44:14,428 semantic_segmentation INFO: Iters: 92040/150000 || Lr: 0.008499 || Task Loss: 0.3818 || KD Loss: 0.0679|| 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, 18:57:58 || Estimated Time: 1 day, 3:03:25
2023-07-26 05:44:30,459 semantic_segmentation INFO: Iters: 92050/150000 || Lr: 0.008498 || Task Loss: 0.4942 || KD Loss: 0.1600|| 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, 18:58:14 || Estimated Time: 1 day, 3:03:07
2023-07-26 05:44:46,534 semantic_segmentation INFO: Iters: 92060/150000 || Lr: 0.008496 || Task Loss: 0.3845 || KD Loss: 0.1082|| 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, 18:58:31 || Estimated Time: 1 day, 3:02:50
2023-07-26 05:45:02,581 semantic_segmentation INFO: Iters: 92070/150000 || Lr: 0.008495 || Task Loss: 0.3879 || KD Loss: 0.0950|| 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, 18:58:47 || Estimated Time: 1 day, 3:02:33
2023-07-26 05:45:18,567 semantic_segmentation INFO: Iters: 92080/150000 || Lr: 0.008494 || Task Loss: 0.4076 || 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, 18:59:03 || Estimated Time: 1 day, 3:02:15
2023-07-26 05:45:34,524 semantic_segmentation INFO: Iters: 92090/150000 || Lr: 0.008492 || Task Loss: 0.6812 || KD Loss: 0.2156|| 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, 18:59:19 || Estimated Time: 1 day, 3:01:58
2023-07-26 05:45:50,477 semantic_segmentation INFO: Iters: 92100/150000 || Lr: 0.008491 || Task Loss: 0.6591 || KD Loss: 0.1906|| 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, 18:59:34 || Estimated Time: 1 day, 3:01:41
2023-07-26 05:46:06,491 semantic_segmentation INFO: Iters: 92110/150000 || Lr: 0.008490 || Task Loss: 0.5512 || KD Loss: 0.1274|| 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, 18:59:50 || Estimated Time: 1 day, 3:01:23
2023-07-26 05:46:22,465 semantic_segmentation INFO: Iters: 92120/150000 || Lr: 0.008488 || Task Loss: 0.7848 || KD Loss: 0.2782|| 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, 19:00:06 || Estimated Time: 1 day, 3:01:06
2023-07-26 05:46:38,488 semantic_segmentation INFO: Iters: 92130/150000 || Lr: 0.008487 || Task Loss: 0.3623 || KD Loss: 0.0485|| 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, 19:00:22 || Estimated Time: 1 day, 3:00:49
2023-07-26 05:46:54,413 semantic_segmentation INFO: Iters: 92140/150000 || Lr: 0.008486 || Task Loss: 0.3251 || KD Loss: 0.0619|| 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, 19:00:38 || Estimated Time: 1 day, 3:00:31
2023-07-26 05:47:10,397 semantic_segmentation INFO: Iters: 92150/150000 || Lr: 0.008485 || Task Loss: 0.3865 || KD Loss: 0.1093|| 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, 19:00:54 || Estimated Time: 1 day, 3:00:14
2023-07-26 05:47:26,401 semantic_segmentation INFO: Iters: 92160/150000 || Lr: 0.008483 || Task Loss: 0.3089 || KD Loss: 0.0588|| 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, 19:01:10 || Estimated Time: 1 day, 2:59:57
2023-07-26 05:47:42,402 semantic_segmentation INFO: Iters: 92170/150000 || Lr: 0.008482 || Task Loss: 0.3255 || KD Loss: 0.0789|| 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, 19:01:26 || Estimated Time: 1 day, 2:59:39
2023-07-26 05:47:58,437 semantic_segmentation INFO: Iters: 92180/150000 || Lr: 0.008481 || Task Loss: 0.2875 || KD Loss: 0.0648|| 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, 19:01:42 || Estimated Time: 1 day, 2:59:22
2023-07-26 05:48:14,457 semantic_segmentation INFO: Iters: 92190/150000 || Lr: 0.008479 || Task Loss: 0.4018 || KD Loss: 0.0678|| 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, 19:01:58 || Estimated Time: 1 day, 2:59:05
2023-07-26 05:48:30,436 semantic_segmentation INFO: Iters: 92200/150000 || Lr: 0.008478 || Task Loss: 0.3518 || KD Loss: 0.0645|| 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, 19:02:14 || Estimated Time: 1 day, 2:58:48
2023-07-26 05:48:46,391 semantic_segmentation INFO: Iters: 92210/150000 || Lr: 0.008477 || Task Loss: 0.3517 || KD Loss: 0.0678|| 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, 19:02:30 || Estimated Time: 1 day, 2:58:30
2023-07-26 05:49:02,405 semantic_segmentation INFO: Iters: 92220/150000 || Lr: 0.008475 || Task Loss: 0.2994 || KD Loss: 0.0617|| 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, 19:02:46 || Estimated Time: 1 day, 2:58:13
2023-07-26 05:49:18,391 semantic_segmentation INFO: Iters: 92230/150000 || Lr: 0.008474 || Task Loss: 0.2532 || KD Loss: 0.0490|| 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, 19:03:02 || Estimated Time: 1 day, 2:57:56
2023-07-26 05:49:34,355 semantic_segmentation INFO: Iters: 92240/150000 || Lr: 0.008473 || Task Loss: 0.4230 || KD Loss: 0.0681|| 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, 19:03:18 || Estimated Time: 1 day, 2:57:38
2023-07-26 05:49:50,382 semantic_segmentation INFO: Iters: 92250/150000 || Lr: 0.008471 || Task Loss: 0.4364 || KD Loss: 0.1024|| 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, 19:03:34 || Estimated Time: 1 day, 2:57:21
2023-07-26 05:50:06,384 semantic_segmentation INFO: Iters: 92260/150000 || Lr: 0.008470 || Task Loss: 0.2654 || KD Loss: 0.0497|| 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, 19:03:50 || Estimated Time: 1 day, 2:57:04
2023-07-26 05:50:22,434 semantic_segmentation INFO: Iters: 92270/150000 || Lr: 0.008469 || Task Loss: 0.2923 || KD Loss: 0.0668|| 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, 19:04:06 || Estimated Time: 1 day, 2:56:46
2023-07-26 05:50:38,425 semantic_segmentation INFO: Iters: 92280/150000 || Lr: 0.008467 || Task Loss: 0.3346 || KD Loss: 0.0536|| 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, 19:04:22 || Estimated Time: 1 day, 2:56:29
2023-07-26 05:50:54,422 semantic_segmentation INFO: Iters: 92290/150000 || Lr: 0.008466 || Task Loss: 0.2418 || KD Loss: 0.0428|| 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, 19:04:38 || Estimated Time: 1 day, 2:56:12
2023-07-26 05:51:10,418 semantic_segmentation INFO: Iters: 92300/150000 || Lr: 0.008465 || Task Loss: 0.4699 || KD Loss: 0.1175|| 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, 19:04:54 || Estimated Time: 1 day, 2:55:55
2023-07-26 05:51:26,489 semantic_segmentation INFO: Iters: 92310/150000 || Lr: 0.008463 || Task Loss: 0.3717 || KD Loss: 0.0567|| 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, 19:05:10 || Estimated Time: 1 day, 2:55:37
2023-07-26 05:51:42,529 semantic_segmentation INFO: Iters: 92320/150000 || Lr: 0.008462 || Task Loss: 0.3338 || KD Loss: 0.0667|| 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, 19:05:27 || Estimated Time: 1 day, 2:55:20
2023-07-26 05:51:58,520 semantic_segmentation INFO: Iters: 92330/150000 || Lr: 0.008461 || Task Loss: 0.3338 || KD Loss: 0.0536|| 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, 19:05:42 || Estimated Time: 1 day, 2:55:03
2023-07-26 05:52:14,468 semantic_segmentation INFO: Iters: 92340/150000 || Lr: 0.008459 || Task Loss: 0.3954 || KD Loss: 0.0459|| 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: 1 day, 19:05:58 || Estimated Time: 1 day, 2:54:45
2023-07-26 05:52:30,445 semantic_segmentation INFO: Iters: 92350/150000 || Lr: 0.008458 || Task Loss: 0.3305 || KD Loss: 0.0451|| 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, 19:06:14 || Estimated Time: 1 day, 2:54:28
2023-07-26 05:52:46,452 semantic_segmentation INFO: Iters: 92360/150000 || Lr: 0.008457 || Task Loss: 0.4519 || KD Loss: 0.0851|| 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, 19:06:30 || Estimated Time: 1 day, 2:54:11
2023-07-26 05:53:02,410 semantic_segmentation INFO: Iters: 92370/150000 || Lr: 0.008455 || Task Loss: 0.3893 || KD Loss: 0.0849|| 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, 19:06:46 || Estimated Time: 1 day, 2:53:53
2023-07-26 05:53:18,369 semantic_segmentation INFO: Iters: 92380/150000 || Lr: 0.008454 || Task Loss: 0.3467 || KD Loss: 0.0590|| 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, 19:07:02 || Estimated Time: 1 day, 2:53:36
2023-07-26 05:53:34,282 semantic_segmentation INFO: Iters: 92390/150000 || Lr: 0.008453 || Task Loss: 0.3758 || KD Loss: 0.0618|| 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, 19:07:18 || Estimated Time: 1 day, 2:53:19
2023-07-26 05:53:50,215 semantic_segmentation INFO: Iters: 92400/150000 || Lr: 0.008452 || Task Loss: 0.4641 || KD Loss: 0.0752|| 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, 19:07:34 || Estimated Time: 1 day, 2:53:01
2023-07-26 05:54:06,175 semantic_segmentation INFO: Iters: 92410/150000 || Lr: 0.008450 || Task Loss: 0.4749 || KD Loss: 0.0808|| 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, 19:07:50 || Estimated Time: 1 day, 2:52:44
2023-07-26 05:54:22,107 semantic_segmentation INFO: Iters: 92420/150000 || Lr: 0.008449 || Task Loss: 0.2790 || KD Loss: 0.0392|| 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, 19:08:06 || Estimated Time: 1 day, 2:52:27
2023-07-26 05:54:38,105 semantic_segmentation INFO: Iters: 92430/150000 || Lr: 0.008448 || Task Loss: 0.4650 || KD Loss: 0.1646|| 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, 19:08:22 || Estimated Time: 1 day, 2:52:09
2023-07-26 05:54:54,084 semantic_segmentation INFO: Iters: 92440/150000 || Lr: 0.008446 || Task Loss: 0.3184 || KD Loss: 0.0385|| 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, 19:08:38 || Estimated Time: 1 day, 2:51:52
2023-07-26 05:55:10,090 semantic_segmentation INFO: Iters: 92450/150000 || Lr: 0.008445 || Task Loss: 0.4075 || KD Loss: 0.0677|| 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, 19:08:54 || Estimated Time: 1 day, 2:51:35
2023-07-26 05:55:26,064 semantic_segmentation INFO: Iters: 92460/150000 || Lr: 0.008444 || Task Loss: 0.3580 || KD Loss: 0.0937|| 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, 19:09:10 || Estimated Time: 1 day, 2:51:17
2023-07-26 05:55:42,018 semantic_segmentation INFO: Iters: 92470/150000 || Lr: 0.008442 || Task Loss: 0.2766 || KD Loss: 0.0494|| 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, 19:09:26 || Estimated Time: 1 day, 2:51:00
2023-07-26 05:55:57,958 semantic_segmentation INFO: Iters: 92480/150000 || Lr: 0.008441 || Task Loss: 0.3709 || KD Loss: 0.0580|| 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, 19:09:42 || Estimated Time: 1 day, 2:50:43
2023-07-26 05:56:13,883 semantic_segmentation INFO: Iters: 92490/150000 || Lr: 0.008440 || Task Loss: 0.3534 || KD Loss: 0.0694|| 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, 19:09:58 || Estimated Time: 1 day, 2:50:25
2023-07-26 05:56:29,892 semantic_segmentation INFO: Iters: 92500/150000 || Lr: 0.008438 || Task Loss: 0.4054 || KD Loss: 0.0767|| 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, 19:10:14 || Estimated Time: 1 day, 2:50:08
2023-07-26 05:56:45,754 semantic_segmentation INFO: Iters: 92510/150000 || Lr: 0.008437 || Task Loss: 0.3400 || KD Loss: 0.0490|| 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, 19:10:30 || Estimated Time: 1 day, 2:49:51
2023-07-26 05:57:01,682 semantic_segmentation INFO: Iters: 92520/150000 || Lr: 0.008436 || Task Loss: 0.4216 || KD Loss: 0.0773|| 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, 19:10:46 || Estimated Time: 1 day, 2:49:33
2023-07-26 05:57:17,610 semantic_segmentation INFO: Iters: 92530/150000 || Lr: 0.008434 || Task Loss: 0.2834 || KD Loss: 0.0626|| 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, 19:11:02 || Estimated Time: 1 day, 2:49:16
2023-07-26 05:57:33,532 semantic_segmentation INFO: Iters: 92540/150000 || Lr: 0.008433 || Task Loss: 0.3751 || KD Loss: 0.0775|| 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, 19:11:18 || Estimated Time: 1 day, 2:48:59
2023-07-26 05:57:49,432 semantic_segmentation INFO: Iters: 92550/150000 || Lr: 0.008432 || Task Loss: 0.3403 || KD Loss: 0.0354|| 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, 19:11:33 || Estimated Time: 1 day, 2:48:41
2023-07-26 05:58:05,437 semantic_segmentation INFO: Iters: 92560/150000 || Lr: 0.008430 || Task Loss: 0.4014 || KD Loss: 0.0448|| 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, 19:11:49 || Estimated Time: 1 day, 2:48:24
2023-07-26 05:58:21,412 semantic_segmentation INFO: Iters: 92570/150000 || Lr: 0.008429 || Task Loss: 0.5465 || KD Loss: 0.1507|| 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, 19:12:05 || Estimated Time: 1 day, 2:48:07
2023-07-26 05:58:37,400 semantic_segmentation INFO: Iters: 92580/150000 || Lr: 0.008428 || Task Loss: 0.4831 || KD Loss: 0.0708|| 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, 19:12:21 || Estimated Time: 1 day, 2:47:49
2023-07-26 05:58:54,346 semantic_segmentation INFO: Iters: 92590/150000 || Lr: 0.008426 || Task Loss: 0.4632 || KD Loss: 0.1709|| 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, 19:12:38 || Estimated Time: 1 day, 2:47:33
2023-07-26 05:59:12,610 semantic_segmentation INFO: Iters: 92600/150000 || Lr: 0.008425 || Task Loss: 0.4963 || KD Loss: 0.1601|| 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, 19:12:57 || Estimated Time: 1 day, 2:47:17
2023-07-26 05:59:28,578 semantic_segmentation INFO: Iters: 92610/150000 || Lr: 0.008424 || Task Loss: 0.3050 || KD Loss: 0.0693|| 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, 19:13:13 || Estimated Time: 1 day, 2:46:59
2023-07-26 05:59:44,559 semantic_segmentation INFO: Iters: 92620/150000 || Lr: 0.008422 || Task Loss: 0.3342 || KD Loss: 0.0696|| 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, 19:13:29 || Estimated Time: 1 day, 2:46:42
2023-07-26 06:00:00,543 semantic_segmentation INFO: Iters: 92630/150000 || Lr: 0.008421 || Task Loss: 0.4059 || KD Loss: 0.0853|| 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, 19:13:45 || Estimated Time: 1 day, 2:46:25
2023-07-26 06:00:16,468 semantic_segmentation INFO: Iters: 92640/150000 || Lr: 0.008420 || Task Loss: 0.2621 || KD Loss: 0.0576|| 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, 19:14:00 || Estimated Time: 1 day, 2:46:08
2023-07-26 06:00:32,327 semantic_segmentation INFO: Iters: 92650/150000 || Lr: 0.008419 || Task Loss: 0.4582 || KD Loss: 0.1785|| 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, 19:14:16 || Estimated Time: 1 day, 2:45:50
2023-07-26 06:00:48,314 semantic_segmentation INFO: Iters: 92660/150000 || Lr: 0.008417 || Task Loss: 0.3483 || KD Loss: 0.0808|| 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, 19:14:32 || Estimated Time: 1 day, 2:45:33
2023-07-26 06:01:04,245 semantic_segmentation INFO: Iters: 92670/150000 || Lr: 0.008416 || Task Loss: 0.4179 || KD Loss: 0.0630|| 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, 19:14:48 || Estimated Time: 1 day, 2:45:16
2023-07-26 06:01:20,154 semantic_segmentation INFO: Iters: 92680/150000 || Lr: 0.008415 || Task Loss: 0.4272 || KD Loss: 0.0662|| 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, 19:15:04 || Estimated Time: 1 day, 2:44:58
2023-07-26 06:01:36,075 semantic_segmentation INFO: Iters: 92690/150000 || Lr: 0.008413 || Task Loss: 0.2786 || KD Loss: 0.0475|| 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, 19:15:20 || Estimated Time: 1 day, 2:44:41
2023-07-26 06:01:52,043 semantic_segmentation INFO: Iters: 92700/150000 || Lr: 0.008412 || Task Loss: 0.3261 || KD Loss: 0.0589|| 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, 19:15:36 || Estimated Time: 1 day, 2:44:24
2023-07-26 06:02:07,983 semantic_segmentation INFO: Iters: 92710/150000 || Lr: 0.008411 || Task Loss: 0.5545 || KD Loss: 0.1179|| 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, 19:15:52 || Estimated Time: 1 day, 2:44:06
2023-07-26 06:02:23,891 semantic_segmentation INFO: Iters: 92720/150000 || Lr: 0.008409 || Task Loss: 0.4976 || KD Loss: 0.0997|| 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, 19:16:08 || Estimated Time: 1 day, 2:43:49
2023-07-26 06:02:39,743 semantic_segmentation INFO: Iters: 92730/150000 || Lr: 0.008408 || Task Loss: 0.2613 || KD Loss: 0.0545|| 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, 19:16:24 || Estimated Time: 1 day, 2:43:31
2023-07-26 06:02:55,688 semantic_segmentation INFO: Iters: 92740/150000 || Lr: 0.008407 || Task Loss: 0.3506 || KD Loss: 0.0488|| 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, 19:16:40 || Estimated Time: 1 day, 2:43:14
2023-07-26 06:03:11,606 semantic_segmentation INFO: Iters: 92750/150000 || Lr: 0.008405 || Task Loss: 0.3834 || KD Loss: 0.0605|| 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, 19:16:56 || Estimated Time: 1 day, 2:42:57
2023-07-26 06:03:27,484 semantic_segmentation INFO: Iters: 92760/150000 || Lr: 0.008404 || Task Loss: 0.4643 || KD Loss: 0.1035|| 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, 19:17:11 || Estimated Time: 1 day, 2:42:39
2023-07-26 06:03:43,410 semantic_segmentation INFO: Iters: 92770/150000 || Lr: 0.008403 || Task Loss: 0.4655 || KD Loss: 0.0681|| 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, 19:17:27 || Estimated Time: 1 day, 2:42:22
2023-07-26 06:03:59,261 semantic_segmentation INFO: Iters: 92780/150000 || Lr: 0.008401 || Task Loss: 0.4331 || KD Loss: 0.0483|| 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, 19:17:43 || Estimated Time: 1 day, 2:42:05
2023-07-26 06:04:15,172 semantic_segmentation INFO: Iters: 92790/150000 || Lr: 0.008400 || Task Loss: 0.3508 || KD Loss: 0.0564|| 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, 19:17:59 || Estimated Time: 1 day, 2:41:47
2023-07-26 06:04:31,143 semantic_segmentation INFO: Iters: 92800/150000 || Lr: 0.008399 || Task Loss: 0.3194 || KD Loss: 0.0696|| 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, 19:18:15 || Estimated Time: 1 day, 2:41:30
2023-07-26 06:04:31,257 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 06:04:31,711 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.088
2023-07-26 06:04:31,723 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.134
2023-07-26 06:04:31,747 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.168
2023-07-26 06:04:31,760 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-26 06:04:31,773 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.245
2023-07-26 06:04:31,785 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.290
2023-07-26 06:04:31,799 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.333
2023-07-26 06:04:31,812 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.336
2023-07-26 06:04:31,824 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.377
2023-07-26 06:04:31,838 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.419
2023-07-26 06:04:31,851 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.434
2023-07-26 06:04:31,865 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.480
2023-07-26 06:04:31,877 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.447
2023-07-26 06:04:31,890 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.430
2023-07-26 06:04:31,904 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.424
2023-07-26 06:04:31,916 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.921, mIoU: 0.418
2023-07-26 06:04:31,926 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.919, mIoU: 0.414
2023-07-26 06:04:31,938 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.414
2023-07-26 06:04:31,952 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.421
2023-07-26 06:04:31,967 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.477
2023-07-26 06:04:31,981 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.479
2023-07-26 06:04:31,996 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.485
2023-07-26 06:04:32,010 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.518
2023-07-26 06:04:32,026 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.519
2023-07-26 06:04:32,041 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.518
2023-07-26 06:04:32,054 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.524
2023-07-26 06:04:32,069 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.528
2023-07-26 06:04:32,080 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.530
2023-07-26 06:04:32,094 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.519
2023-07-26 06:04:32,111 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.519
2023-07-26 06:04:32,125 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.520
2023-07-26 06:04:32,140 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.518
2023-07-26 06:04:32,154 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.529
2023-07-26 06:04:32,168 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.528
2023-07-26 06:04:32,182 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.570
2023-07-26 06:04:32,196 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.570
2023-07-26 06:04:32,208 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.571
2023-07-26 06:04:32,221 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.578
2023-07-26 06:04:32,236 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.569
2023-07-26 06:04:32,248 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.566
2023-07-26 06:04:32,260 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.586
2023-07-26 06:04:32,274 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.585
2023-07-26 06:04:32,288 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.580
2023-07-26 06:04:32,300 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.580
2023-07-26 06:04:32,314 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.582
2023-07-26 06:04:32,328 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.586
2023-07-26 06:04:32,341 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.590
2023-07-26 06:04:32,352 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.591
2023-07-26 06:04:32,366 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.590
2023-07-26 06:04:32,381 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.584
2023-07-26 06:04:32,396 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.585
2023-07-26 06:04:32,411 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.585
2023-07-26 06:04:32,423 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.582
2023-07-26 06:04:32,438 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.583
2023-07-26 06:04:32,453 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.586
2023-07-26 06:04:32,466 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.584
2023-07-26 06:04:32,481 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.583
2023-07-26 06:04:32,498 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.583
2023-07-26 06:04:32,511 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.584
2023-07-26 06:04:32,526 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.597
2023-07-26 06:04:32,539 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-26 06:04:32,553 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-26 06:04:32,567 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-26 06:04:32,584 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-26 06:04:32,596 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.621
2023-07-26 06:04:32,610 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.620
2023-07-26 06:04:32,624 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-26 06:04:32,636 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-26 06:04:32,650 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-26 06:04:32,664 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-26 06:04:32,679 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-26 06:04:32,691 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-26 06:04:32,705 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-26 06:04:32,719 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-26 06:04:32,733 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-26 06:04:32,747 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-26 06:04:32,760 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-26 06:04:32,769 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 06:04:32,783 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 06:04:38,257 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.682
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2023-07-26 06:04:38,384 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.687
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2023-07-26 06:04:38,512 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:38,527 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 06:04:38,554 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:04:38,569 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:04:38,584 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.931, mIoU: 0.691
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2023-07-26 06:04:38,708 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 06:04:38,723 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.928, mIoU: 0.681
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2023-07-26 06:04:38,871 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.928, mIoU: 0.686
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2023-07-26 06:04:39,010 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 06:04:39,055 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 06:04:39,124 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 06:04:39,139 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 06:04:39,466 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 06:04:39,492 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 06:04:39,533 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 06:04:40,133 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 06:04:40,145 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.931, mIoU: 0.695
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2023-07-26 06:04:40,173 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 06:04:40,230 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 06:04:40,807 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 06:04:40,822 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 06:04:40,837 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:40,852 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:40,866 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:40,880 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:40,894 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:40,908 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,920 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,934 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,947 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,961 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,976 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:40,988 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,000 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,013 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,026 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,039 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,052 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,065 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,079 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,094 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,105 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,118 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,131 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,143 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,157 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 06:04:41,171 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 06:04:41,186 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 06:04:41,200 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,214 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,227 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:41,240 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:41,256 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,270 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:41,286 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:41,300 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:41,313 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,328 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,340 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,352 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:41,364 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:04:41,378 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:04:41,393 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,405 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,417 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,431 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,444 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,458 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,472 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,486 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,497 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,511 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,523 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,536 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,550 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,562 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,577 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,589 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,605 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,620 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,632 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,645 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,660 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,675 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:41,690 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:41,704 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:41,716 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,728 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,742 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,755 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:41,770 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:41,786 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,799 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:41,813 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,825 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,839 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,853 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,865 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,877 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,891 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,904 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,916 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,930 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,943 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,956 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,968 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:41,981 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:41,995 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:42,011 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,023 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,037 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,049 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,063 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,075 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,087 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,101 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,116 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,128 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,142 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,156 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,171 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,185 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,197 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,209 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,224 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,237 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,250 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,263 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,279 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,292 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,306 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,320 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,336 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,352 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,368 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,380 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,393 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,408 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,422 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,436 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:42,451 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:42,462 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:42,474 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,485 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,499 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,513 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,526 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,539 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,550 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,562 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,576 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,589 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,601 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,616 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,628 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,643 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,655 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,670 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 06:04:42,682 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,696 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,711 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,723 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 06:04:42,738 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,752 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,766 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,780 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,794 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,808 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,822 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,836 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,851 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,865 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,878 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,890 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,903 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,918 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,931 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,946 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,960 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:42,971 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:42,985 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,000 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,014 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,026 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,041 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,055 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,068 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,081 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,096 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,110 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,123 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,134 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,150 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:43,164 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:43,179 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:43,191 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:43,205 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 06:04:43,220 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:04:43,234 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,248 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,260 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,274 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,287 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,301 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,315 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,327 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,342 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,354 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,368 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,381 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,395 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,408 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,422 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,435 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,448 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,463 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,477 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,492 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,506 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,515 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,529 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,541 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,555 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,568 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,583 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,595 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,609 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,623 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,636 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,651 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,666 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,679 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,693 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 06:04:43,708 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,722 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,734 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,749 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 06:04:43,763 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,777 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,790 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,804 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 06:04:43,818 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:43,830 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:43,844 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,858 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:43,870 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,884 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,896 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,910 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,924 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,938 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,953 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,967 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,982 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:43,994 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:44,007 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:44,021 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,034 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,046 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,060 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,075 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,089 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,105 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,117 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,129 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,145 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,159 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,172 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,186 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,199 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,213 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,227 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,242 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,256 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,270 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,280 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,296 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,311 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,323 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 06:04:44,337 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,352 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,366 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,378 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,392 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,406 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 06:04:44,420 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,435 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,449 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,464 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,479 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,491 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,505 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,519 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,532 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 06:04:44,544 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,558 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,573 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,587 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,593 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,606 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 06:04:44,619 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,630 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,641 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,655 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,669 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 06:04:44,683 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,694 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:44,706 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 06:04:44,721 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 06:04:44,731 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:44,746 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,758 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,772 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,787 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,801 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,815 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,827 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,840 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,855 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,869 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,883 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,897 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,909 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,919 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,930 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,942 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:44,953 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,967 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,979 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:44,993 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 06:04:45,007 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:45,022 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:45,035 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:45,049 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,063 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,077 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,092 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,105 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,119 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,134 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,149 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,161 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,173 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:45,188 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:45,200 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:45,215 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,227 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,242 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,256 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,273 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,288 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,302 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,316 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,330 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,344 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,358 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,370 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,382 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,396 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,409 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 06:04:45,423 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 06:04:45,437 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 06:04:45,451 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 06:04:45,465 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 06:04:45,479 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,493 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,504 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,519 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.934, mIoU: 0.697
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2023-07-26 06:04:45,541 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,555 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.934, mIoU: 0.698
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2023-07-26 06:04:45,581 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 06:04:45,595 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,609 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.933, mIoU: 0.695
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2023-07-26 06:04:45,638 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 06:04:45,652 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,666 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.933, mIoU: 0.696
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2023-07-26 06:04:45,693 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.697
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2023-07-26 06:04:45,734 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,746 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,760 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,773 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.934, mIoU: 0.697
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2023-07-26 06:04:45,801 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,816 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,830 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,845 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 06:04:45,857 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-26 06:04:45,869 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-26 06:04:45,883 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-26 06:04:45,896 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,909 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,923 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,937 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,952 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,964 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,976 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 06:04:45,991 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:46,005 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:46,020 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 06:04:46,032 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.933, mIoU: 0.697
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2023-07-26 06:04:48,636 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:48,648 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 06:04:48,662 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:48,676 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 06:04:48,688 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 06:04:48,702 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:48,716 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:48,730 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 06:04:48,744 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 06:04:48,758 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 06:04:48,771 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,785 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,798 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,812 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,826 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,842 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,855 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:48,870 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,884 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,897 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,909 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,923 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,938 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,951 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,965 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:48,980 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-26 06:04:49,009 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,023 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:49,038 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:49,052 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:49,064 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:49,077 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,089 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,102 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,114 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,128 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,142 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:49,155 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,167 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,181 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,192 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,205 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,219 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,233 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,247 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,261 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,274 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,288 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:49,301 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,313 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,328 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,343 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,358 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,372 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,387 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 06:04:49,416 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,430 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,443 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,457 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,471 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,486 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 06:04:49,500 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,513 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,527 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,541 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,556 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,570 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,583 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,597 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,611 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,622 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,635 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 06:04:49,647 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.700
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2023-07-26 06:04:49,790 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 06:04:49,895 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.698
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2023-07-26 06:04:49,948 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 06:04:49,962 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 06:04:49,974 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 06:04:49,986 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 06:04:50,000 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 06:04:50,015 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:50,029 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 06:04:50,042 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.932, mIoU: 0.697
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2023-07-26 06:04:50,111 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:50,125 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:50,141 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.697
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2023-07-26 06:04:50,171 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:50,186 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.931, mIoU: 0.696
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2023-07-26 06:04:50,219 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.931, mIoU: 0.696
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2023-07-26 06:04:50,285 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:50,299 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:50,313 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:50,327 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.931, mIoU: 0.695
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2023-07-26 06:04:50,585 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.696
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2023-07-26 06:04:50,711 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 06:04:50,723 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-26 06:04:51,248 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 06:04:51,262 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 06:04:51,274 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 06:04:51,287 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 06:04:51,301 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 06:04:51,315 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:51,330 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:51,343 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:51,356 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:51,370 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 06:04:51,388 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 06:05:07,307 semantic_segmentation INFO: Iters: 92810/150000 || Lr: 0.008397 || Task Loss: 0.3115 || KD Loss: 0.0566|| 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, 19:18:51 || Estimated Time: 1 day, 2:41:25
2023-07-26 06:05:23,235 semantic_segmentation INFO: Iters: 92820/150000 || Lr: 0.008396 || Task Loss: 0.2952 || KD Loss: 0.0585|| 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, 19:19:07 || Estimated Time: 1 day, 2:41:08
2023-07-26 06:05:39,175 semantic_segmentation INFO: Iters: 92830/150000 || Lr: 0.008395 || Task Loss: 0.3974 || KD Loss: 0.0489|| 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, 19:19:23 || Estimated Time: 1 day, 2:40:50
2023-07-26 06:05:55,181 semantic_segmentation INFO: Iters: 92840/150000 || Lr: 0.008393 || Task Loss: 0.4763 || KD Loss: 0.1106|| 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: 1 day, 19:19:39 || Estimated Time: 1 day, 2:40:33
2023-07-26 06:06:11,168 semantic_segmentation INFO: Iters: 92850/150000 || Lr: 0.008392 || Task Loss: 0.2621 || KD Loss: 0.0457|| 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, 19:19:55 || Estimated Time: 1 day, 2:40:16
2023-07-26 06:06:27,123 semantic_segmentation INFO: Iters: 92860/150000 || Lr: 0.008391 || Task Loss: 0.3397 || KD Loss: 0.0723|| 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, 19:20:11 || Estimated Time: 1 day, 2:39:59
2023-07-26 06:06:43,111 semantic_segmentation INFO: Iters: 92870/150000 || Lr: 0.008389 || Task Loss: 0.2734 || KD Loss: 0.0389|| 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, 19:20:27 || Estimated Time: 1 day, 2:39:41
2023-07-26 06:06:59,166 semantic_segmentation INFO: Iters: 92880/150000 || Lr: 0.008388 || Task Loss: 0.3964 || KD Loss: 0.0694|| 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, 19:20:43 || Estimated Time: 1 day, 2:39:24
2023-07-26 06:07:15,211 semantic_segmentation INFO: Iters: 92890/150000 || Lr: 0.008387 || Task Loss: 0.4154 || KD Loss: 0.0788|| 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, 19:20:59 || Estimated Time: 1 day, 2:39:07
2023-07-26 06:07:31,192 semantic_segmentation INFO: Iters: 92900/150000 || Lr: 0.008385 || Task Loss: 0.2563 || KD Loss: 0.0400|| 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, 19:21:15 || Estimated Time: 1 day, 2:38:49
2023-07-26 06:07:47,126 semantic_segmentation INFO: Iters: 92910/150000 || Lr: 0.008384 || Task Loss: 0.4048 || KD Loss: 0.0531|| 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, 19:21:31 || Estimated Time: 1 day, 2:38:32
2023-07-26 06:08:03,098 semantic_segmentation INFO: Iters: 92920/150000 || Lr: 0.008383 || Task Loss: 0.4869 || KD Loss: 0.0797|| 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, 19:21:47 || Estimated Time: 1 day, 2:38:15
2023-07-26 06:08:19,119 semantic_segmentation INFO: Iters: 92930/150000 || Lr: 0.008382 || Task Loss: 0.4040 || KD Loss: 0.0719|| 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, 19:22:03 || Estimated Time: 1 day, 2:37:58
2023-07-26 06:08:35,153 semantic_segmentation INFO: Iters: 92940/150000 || Lr: 0.008380 || Task Loss: 0.4329 || KD Loss: 0.0649|| 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, 19:22:19 || Estimated Time: 1 day, 2:37:40
2023-07-26 06:08:51,112 semantic_segmentation INFO: Iters: 92950/150000 || Lr: 0.008379 || Task Loss: 0.2930 || KD Loss: 0.0421|| 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, 19:22:35 || Estimated Time: 1 day, 2:37:23
2023-07-26 06:09:07,033 semantic_segmentation INFO: Iters: 92960/150000 || Lr: 0.008378 || Task Loss: 0.3157 || KD Loss: 0.0759|| 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, 19:22:51 || Estimated Time: 1 day, 2:37:06
2023-07-26 06:09:23,039 semantic_segmentation INFO: Iters: 92970/150000 || Lr: 0.008376 || Task Loss: 0.5246 || KD Loss: 0.0992|| 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, 19:23:07 || Estimated Time: 1 day, 2:36:48
2023-07-26 06:09:38,980 semantic_segmentation INFO: Iters: 92980/150000 || Lr: 0.008375 || Task Loss: 0.2948 || KD Loss: 0.0671|| 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, 19:23:23 || Estimated Time: 1 day, 2:36:31
2023-07-26 06:09:54,955 semantic_segmentation INFO: Iters: 92990/150000 || Lr: 0.008374 || Task Loss: 0.2905 || KD Loss: 0.0623|| 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, 19:23:39 || Estimated Time: 1 day, 2:36:14
2023-07-26 06:10:10,940 semantic_segmentation INFO: Iters: 93000/150000 || Lr: 0.008372 || Task Loss: 0.2558 || KD Loss: 0.0388|| 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, 19:23:55 || Estimated Time: 1 day, 2:35:56
2023-07-26 06:10:26,970 semantic_segmentation INFO: Iters: 93010/150000 || Lr: 0.008371 || Task Loss: 0.3231 || KD Loss: 0.0717|| 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, 19:24:11 || Estimated Time: 1 day, 2:35:39
2023-07-26 06:10:42,926 semantic_segmentation INFO: Iters: 93020/150000 || Lr: 0.008370 || Task Loss: 0.3970 || KD Loss: 0.0744|| 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, 19:24:27 || Estimated Time: 1 day, 2:35:22
2023-07-26 06:10:58,953 semantic_segmentation INFO: Iters: 93030/150000 || Lr: 0.008368 || Task Loss: 0.3508 || KD Loss: 0.0615|| 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, 19:24:43 || Estimated Time: 1 day, 2:35:05
2023-07-26 06:11:14,946 semantic_segmentation INFO: Iters: 93040/150000 || Lr: 0.008367 || Task Loss: 0.3172 || KD Loss: 0.0612|| 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, 19:24:59 || Estimated Time: 1 day, 2:34:47
2023-07-26 06:11:30,913 semantic_segmentation INFO: Iters: 93050/150000 || Lr: 0.008366 || Task Loss: 0.3960 || KD Loss: 0.1004|| 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, 19:25:15 || Estimated Time: 1 day, 2:34:30
2023-07-26 06:11:46,972 semantic_segmentation INFO: Iters: 93060/150000 || Lr: 0.008364 || Task Loss: 0.5509 || KD Loss: 0.1608|| 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, 19:25:31 || Estimated Time: 1 day, 2:34:13
2023-07-26 06:12:02,949 semantic_segmentation INFO: Iters: 93070/150000 || Lr: 0.008363 || Task Loss: 0.3422 || KD Loss: 0.0559|| 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, 19:25:47 || Estimated Time: 1 day, 2:33:55
2023-07-26 06:12:18,944 semantic_segmentation INFO: Iters: 93080/150000 || Lr: 0.008362 || Task Loss: 0.4187 || KD Loss: 0.0687|| 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, 19:26:03 || Estimated Time: 1 day, 2:33:38
2023-07-26 06:12:34,889 semantic_segmentation INFO: Iters: 93090/150000 || Lr: 0.008360 || Task Loss: 0.4786 || KD Loss: 0.0940|| 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, 19:26:19 || Estimated Time: 1 day, 2:33:21
2023-07-26 06:12:50,877 semantic_segmentation INFO: Iters: 93100/150000 || Lr: 0.008359 || Task Loss: 0.3838 || KD Loss: 0.0456|| 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, 19:26:35 || Estimated Time: 1 day, 2:33:03
2023-07-26 06:13:06,865 semantic_segmentation INFO: Iters: 93110/150000 || Lr: 0.008358 || Task Loss: 0.2482 || KD Loss: 0.0315|| 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, 19:26:51 || Estimated Time: 1 day, 2:32:46
2023-07-26 06:13:22,863 semantic_segmentation INFO: Iters: 93120/150000 || Lr: 0.008356 || Task Loss: 0.3978 || KD Loss: 0.0588|| 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, 19:27:07 || Estimated Time: 1 day, 2:32:29
2023-07-26 06:13:38,895 semantic_segmentation INFO: Iters: 93130/150000 || Lr: 0.008355 || Task Loss: 0.3642 || KD Loss: 0.0718|| 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, 19:27:23 || Estimated Time: 1 day, 2:32:12
2023-07-26 06:13:54,942 semantic_segmentation INFO: Iters: 93140/150000 || Lr: 0.008354 || Task Loss: 0.4123 || KD Loss: 0.0616|| 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, 19:27:39 || Estimated Time: 1 day, 2:31:54
2023-07-26 06:14:10,957 semantic_segmentation INFO: Iters: 93150/150000 || Lr: 0.008352 || Task Loss: 0.3673 || KD Loss: 0.0796|| 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, 19:27:55 || Estimated Time: 1 day, 2:31:37
2023-07-26 06:14:26,940 semantic_segmentation INFO: Iters: 93160/150000 || Lr: 0.008351 || Task Loss: 0.3086 || KD Loss: 0.0465|| 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, 19:28:11 || Estimated Time: 1 day, 2:31:20
2023-07-26 06:14:42,967 semantic_segmentation INFO: Iters: 93170/150000 || Lr: 0.008350 || Task Loss: 0.2905 || KD Loss: 0.0524|| 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, 19:28:27 || Estimated Time: 1 day, 2:31:03
2023-07-26 06:14:58,978 semantic_segmentation INFO: Iters: 93180/150000 || Lr: 0.008348 || Task Loss: 0.4740 || KD Loss: 0.0639|| 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, 19:28:43 || Estimated Time: 1 day, 2:30:45
2023-07-26 06:15:15,022 semantic_segmentation INFO: Iters: 93190/150000 || Lr: 0.008347 || Task Loss: 0.3738 || KD Loss: 0.0960|| 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, 19:28:59 || Estimated Time: 1 day, 2:30:28
2023-07-26 06:15:31,038 semantic_segmentation INFO: Iters: 93200/150000 || Lr: 0.008346 || Task Loss: 0.2220 || 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: 1 day, 19:29:15 || Estimated Time: 1 day, 2:30:11
2023-07-26 06:15:46,962 semantic_segmentation INFO: Iters: 93210/150000 || Lr: 0.008344 || Task Loss: 0.4831 || KD Loss: 0.0994|| 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, 19:29:31 || Estimated Time: 1 day, 2:29:53
2023-07-26 06:16:02,899 semantic_segmentation INFO: Iters: 93220/150000 || Lr: 0.008343 || Task Loss: 0.3019 || KD Loss: 0.0525|| 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, 19:29:47 || Estimated Time: 1 day, 2:29:36
2023-07-26 06:16:18,855 semantic_segmentation INFO: Iters: 93230/150000 || Lr: 0.008342 || Task Loss: 0.3080 || KD Loss: 0.0528|| 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, 19:30:03 || Estimated Time: 1 day, 2:29:19
2023-07-26 06:16:34,832 semantic_segmentation INFO: Iters: 93240/150000 || Lr: 0.008341 || Task Loss: 0.5505 || KD Loss: 0.1056|| 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: 1 day, 19:30:19 || Estimated Time: 1 day, 2:29:01
2023-07-26 06:16:50,816 semantic_segmentation INFO: Iters: 93250/150000 || Lr: 0.008339 || Task Loss: 0.2396 || KD Loss: 0.0455|| 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, 19:30:35 || Estimated Time: 1 day, 2:28:44
2023-07-26 06:17:06,832 semantic_segmentation INFO: Iters: 93260/150000 || Lr: 0.008338 || Task Loss: 0.3592 || KD Loss: 0.0478|| 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, 19:30:51 || Estimated Time: 1 day, 2:28:27
2023-07-26 06:17:22,761 semantic_segmentation INFO: Iters: 93270/150000 || Lr: 0.008337 || Task Loss: 0.2960 || KD Loss: 0.0438|| 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, 19:31:07 || Estimated Time: 1 day, 2:28:10
2023-07-26 06:17:38,757 semantic_segmentation INFO: Iters: 93280/150000 || Lr: 0.008335 || Task Loss: 0.4232 || KD Loss: 0.0460|| 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, 19:31:23 || Estimated Time: 1 day, 2:27:52
2023-07-26 06:17:54,749 semantic_segmentation INFO: Iters: 93290/150000 || Lr: 0.008334 || Task Loss: 0.3555 || KD Loss: 0.0661|| 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, 19:31:39 || Estimated Time: 1 day, 2:27:35
2023-07-26 06:18:10,690 semantic_segmentation INFO: Iters: 93300/150000 || Lr: 0.008333 || Task Loss: 0.5202 || KD Loss: 0.0819|| 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, 19:31:55 || Estimated Time: 1 day, 2:27:18
2023-07-26 06:18:26,800 semantic_segmentation INFO: Iters: 93310/150000 || Lr: 0.008331 || Task Loss: 0.2577 || KD Loss: 0.0431|| 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, 19:32:11 || Estimated Time: 1 day, 2:27:00
2023-07-26 06:18:42,771 semantic_segmentation INFO: Iters: 93320/150000 || Lr: 0.008330 || Task Loss: 0.5478 || KD Loss: 0.0810|| 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, 19:32:27 || Estimated Time: 1 day, 2:26:43
2023-07-26 06:18:58,806 semantic_segmentation INFO: Iters: 93330/150000 || Lr: 0.008329 || Task Loss: 0.3313 || KD Loss: 0.0509|| 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, 19:32:43 || Estimated Time: 1 day, 2:26:26
2023-07-26 06:19:14,827 semantic_segmentation INFO: Iters: 93340/150000 || Lr: 0.008327 || Task Loss: 0.4809 || KD Loss: 0.0615|| 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, 19:32:59 || Estimated Time: 1 day, 2:26:09
2023-07-26 06:19:30,842 semantic_segmentation INFO: Iters: 93350/150000 || Lr: 0.008326 || Task Loss: 0.3614 || KD Loss: 0.0677|| 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, 19:33:15 || Estimated Time: 1 day, 2:25:51
2023-07-26 06:19:46,827 semantic_segmentation INFO: Iters: 93360/150000 || Lr: 0.008325 || Task Loss: 0.3020 || KD Loss: 0.0884|| 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, 19:33:31 || Estimated Time: 1 day, 2:25:34
2023-07-26 06:20:02,806 semantic_segmentation INFO: Iters: 93370/150000 || Lr: 0.008323 || Task Loss: 0.4715 || KD Loss: 0.0732|| 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, 19:33:47 || Estimated Time: 1 day, 2:25:17
2023-07-26 06:20:18,776 semantic_segmentation INFO: Iters: 93380/150000 || Lr: 0.008322 || Task Loss: 0.2400 || KD Loss: 0.0381|| 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, 19:34:03 || Estimated Time: 1 day, 2:24:59
2023-07-26 06:20:34,746 semantic_segmentation INFO: Iters: 93390/150000 || Lr: 0.008321 || Task Loss: 0.2627 || KD Loss: 0.0661|| 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, 19:34:19 || Estimated Time: 1 day, 2:24:42
2023-07-26 06:20:50,616 semantic_segmentation INFO: Iters: 93400/150000 || Lr: 0.008319 || Task Loss: 0.5629 || KD Loss: 0.1361|| 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, 19:34:35 || Estimated Time: 1 day, 2:24:25
2023-07-26 06:21:06,737 semantic_segmentation INFO: Iters: 93410/150000 || Lr: 0.008318 || Task Loss: 0.3906 || KD Loss: 0.0418|| 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, 19:34:51 || Estimated Time: 1 day, 2:24:08
2023-07-26 06:21:25,933 semantic_segmentation INFO: Iters: 93420/150000 || Lr: 0.008317 || Task Loss: 0.4413 || KD Loss: 0.0670|| 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, 19:35:10 || Estimated Time: 1 day, 2:23:52
2023-07-26 06:21:41,926 semantic_segmentation INFO: Iters: 93430/150000 || Lr: 0.008315 || Task Loss: 0.2882 || KD Loss: 0.0513|| 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, 19:35:26 || Estimated Time: 1 day, 2:23:35
2023-07-26 06:21:57,889 semantic_segmentation INFO: Iters: 93440/150000 || Lr: 0.008314 || Task Loss: 0.3174 || KD Loss: 0.0420|| 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, 19:35:42 || Estimated Time: 1 day, 2:23:18
2023-07-26 06:22:13,858 semantic_segmentation INFO: Iters: 93450/150000 || Lr: 0.008313 || Task Loss: 0.3983 || KD Loss: 0.0534|| 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, 19:35:58 || Estimated Time: 1 day, 2:23:00
2023-07-26 06:22:29,824 semantic_segmentation INFO: Iters: 93460/150000 || Lr: 0.008311 || Task Loss: 0.3909 || KD Loss: 0.0634|| 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, 19:36:14 || Estimated Time: 1 day, 2:22:43
2023-07-26 06:22:45,759 semantic_segmentation INFO: Iters: 93470/150000 || Lr: 0.008310 || Task Loss: 0.3954 || KD Loss: 0.0899|| 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, 19:36:30 || Estimated Time: 1 day, 2:22:26
2023-07-26 06:23:01,739 semantic_segmentation INFO: Iters: 93480/150000 || Lr: 0.008309 || Task Loss: 0.3625 || KD Loss: 0.0712|| 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, 19:36:46 || Estimated Time: 1 day, 2:22:09
2023-07-26 06:23:17,753 semantic_segmentation INFO: Iters: 93490/150000 || Lr: 0.008307 || Task Loss: 0.4955 || KD Loss: 0.1273|| 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, 19:37:02 || Estimated Time: 1 day, 2:21:51
2023-07-26 06:23:33,767 semantic_segmentation INFO: Iters: 93500/150000 || Lr: 0.008306 || Task Loss: 0.3098 || KD Loss: 0.0566|| 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, 19:37:18 || Estimated Time: 1 day, 2:21:34
2023-07-26 06:23:49,707 semantic_segmentation INFO: Iters: 93510/150000 || Lr: 0.008305 || Task Loss: 0.3490 || KD Loss: 0.0566|| 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, 19:37:34 || Estimated Time: 1 day, 2:21:17
2023-07-26 06:24:05,664 semantic_segmentation INFO: Iters: 93520/150000 || Lr: 0.008303 || Task Loss: 0.3711 || KD Loss: 0.0582|| 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, 19:37:50 || Estimated Time: 1 day, 2:20:59
2023-07-26 06:24:21,559 semantic_segmentation INFO: Iters: 93530/150000 || Lr: 0.008302 || Task Loss: 0.3145 || KD Loss: 0.0608|| 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, 19:38:06 || Estimated Time: 1 day, 2:20:42
2023-07-26 06:24:37,483 semantic_segmentation INFO: Iters: 93540/150000 || Lr: 0.008301 || Task Loss: 0.2131 || KD Loss: 0.0515|| 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, 19:38:21 || Estimated Time: 1 day, 2:20:25
2023-07-26 06:24:53,406 semantic_segmentation INFO: Iters: 93550/150000 || Lr: 0.008300 || Task Loss: 0.3848 || KD Loss: 0.0918|| 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, 19:38:37 || Estimated Time: 1 day, 2:20:07
2023-07-26 06:25:09,316 semantic_segmentation INFO: Iters: 93560/150000 || Lr: 0.008298 || Task Loss: 0.2175 || KD Loss: 0.0277|| 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, 19:38:53 || Estimated Time: 1 day, 2:19:50
2023-07-26 06:25:25,229 semantic_segmentation INFO: Iters: 93570/150000 || Lr: 0.008297 || Task Loss: 0.2699 || KD Loss: 0.0514|| 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, 19:39:09 || Estimated Time: 1 day, 2:19:33
2023-07-26 06:25:41,152 semantic_segmentation INFO: Iters: 93580/150000 || Lr: 0.008296 || Task Loss: 0.2959 || KD Loss: 0.0683|| 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, 19:39:25 || Estimated Time: 1 day, 2:19:15
2023-07-26 06:25:57,109 semantic_segmentation INFO: Iters: 93590/150000 || Lr: 0.008294 || Task Loss: 0.3078 || KD Loss: 0.0524|| 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, 19:39:41 || Estimated Time: 1 day, 2:18:58
2023-07-26 06:26:13,018 semantic_segmentation INFO: Iters: 93600/150000 || Lr: 0.008293 || Task Loss: 0.3397 || KD Loss: 0.0626|| 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, 19:39:57 || Estimated Time: 1 day, 2:18:41
2023-07-26 06:26:13,128 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 06:26:13,570 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-26 06:26:13,586 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.132
2023-07-26 06:26:13,598 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.165
2023-07-26 06:26:13,612 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-26 06:26:13,625 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.240
2023-07-26 06:26:13,637 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.284
2023-07-26 06:26:13,650 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.325
2023-07-26 06:26:13,665 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.330
2023-07-26 06:26:13,677 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.332
2023-07-26 06:26:13,691 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.370
2023-07-26 06:26:13,705 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.932, mIoU: 0.390
2023-07-26 06:26:13,720 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.938, mIoU: 0.409
2023-07-26 06:26:13,732 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.938, mIoU: 0.428
2023-07-26 06:26:13,746 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.411
2023-07-26 06:26:13,760 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.404
2023-07-26 06:26:13,772 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.400
2023-07-26 06:26:13,783 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.399
2023-07-26 06:26:13,795 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.399
2023-07-26 06:26:13,809 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.395
2023-07-26 06:26:13,824 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.449
2023-07-26 06:26:13,838 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.451
2023-07-26 06:26:13,852 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.459
2023-07-26 06:26:13,866 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.493
2023-07-26 06:26:13,882 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.516
2023-07-26 06:26:13,898 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.523
2023-07-26 06:26:13,912 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.537
2023-07-26 06:26:13,926 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.540
2023-07-26 06:26:13,937 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.542
2023-07-26 06:26:13,952 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-26 06:26:13,966 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.533
2023-07-26 06:26:13,980 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.533
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2023-07-26 06:26:14,009 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.546
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2023-07-26 06:26:14,037 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.572
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2023-07-26 06:26:14,077 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.616
2023-07-26 06:26:14,092 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.618
2023-07-26 06:26:14,104 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.616
2023-07-26 06:26:14,116 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-26 06:26:14,130 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.636
2023-07-26 06:26:14,143 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-26 06:26:14,155 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-26 06:26:14,170 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.643
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2023-07-26 06:26:14,196 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-26 06:26:14,207 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-26 06:26:14,220 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-26 06:26:14,235 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.654
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2023-07-26 06:26:14,275 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.650
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2023-07-26 06:26:14,376 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.689
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2023-07-26 06:26:14,403 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-26 06:26:14,416 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.688
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2023-07-26 06:26:14,529 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 06:26:14,619 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 06:26:14,633 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 06:26:14,701 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.735
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2023-07-26 06:26:14,743 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.735
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2023-07-26 06:26:15,001 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.739
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2023-07-26 06:26:15,043 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.739
2023-07-26 06:26:15,055 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.737
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2023-07-26 06:26:15,109 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.738
2023-07-26 06:26:15,123 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.739
2023-07-26 06:26:15,135 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.737
2023-07-26 06:26:15,147 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.732
2023-07-26 06:26:15,161 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.731
2023-07-26 06:26:15,173 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.728
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2023-07-26 06:26:15,200 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.722
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2023-07-26 06:26:15,271 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 06:26:15,308 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.729
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2023-07-26 06:26:15,350 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 06:26:15,391 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 06:26:15,406 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 06:26:15,419 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.728
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2023-07-26 06:26:15,461 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 06:26:15,490 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 06:26:16,341 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.933, mIoU: 0.725
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2023-07-26 06:26:17,709 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.930, mIoU: 0.713
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2023-07-26 06:26:18,982 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 06:26:19,009 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.932, mIoU: 0.700
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2023-07-26 06:26:19,103 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 06:26:19,116 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 06:26:19,128 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-26 06:26:19,207 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 06:26:19,264 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-26 06:26:19,304 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 06:26:19,321 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 06:26:19,334 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 06:26:19,348 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 06:26:19,363 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 06:26:19,376 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 06:26:19,391 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 06:26:19,430 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 06:26:19,444 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 06:26:19,457 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:26:19,471 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 06:26:19,591 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 06:26:19,621 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:26:19,635 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:26:19,650 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 06:26:19,662 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 06:26:19,689 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-26 06:26:19,741 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-26 06:26:19,798 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 06:26:19,807 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 06:26:19,816 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 06:26:19,828 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:26:19,841 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 06:26:19,867 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:26:19,881 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,896 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,910 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,924 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,937 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,949 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:26:19,964 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 06:26:19,979 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 06:26:19,992 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 06:26:20,089 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 06:26:20,125 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 06:26:20,152 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:20,178 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:20,192 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:20,207 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:26:20,242 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:20,256 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,268 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,282 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,296 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,309 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,323 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,335 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,350 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:20,364 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:20,379 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:20,393 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:20,406 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:20,419 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:20,433 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:20,447 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:20,460 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,474 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:20,489 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:20,503 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:20,517 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,529 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:20,543 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,557 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:20,571 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:20,586 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:20,600 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:20,613 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:20,626 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:20,640 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:20,653 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:20,667 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 06:26:20,678 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.933, mIoU: 0.720
2023-07-26 06:26:20,692 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 06:26:20,704 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.933, mIoU: 0.720
2023-07-26 06:26:20,715 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-26 06:26:20,726 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-26 06:26:20,740 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-26 06:26:20,754 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-26 06:26:20,768 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.933, mIoU: 0.721
2023-07-26 06:26:20,782 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:20,790 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:20,804 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:20,819 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:20,833 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.934, mIoU: 0.722
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2023-07-26 06:26:20,914 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:20,928 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.934, mIoU: 0.723
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2023-07-26 06:26:20,967 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.934, mIoU: 0.722
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2023-07-26 06:26:21,008 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.934, mIoU: 0.724
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2023-07-26 06:26:21,218 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.935, mIoU: 0.724
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2023-07-26 06:26:21,433 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.934, mIoU: 0.722
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2023-07-26 06:26:21,512 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.934, mIoU: 0.722
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2023-07-26 06:26:21,566 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,576 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.934, mIoU: 0.721
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2023-07-26 06:26:21,604 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,617 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,631 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,645 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,656 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,670 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,684 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,698 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,710 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,724 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 06:26:21,737 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 06:26:21,752 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 06:26:21,766 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:21,781 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:21,795 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:21,809 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:21,823 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:21,836 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:21,849 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:21,863 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,877 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,891 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,904 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,918 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:21,931 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,945 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:21,959 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,974 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:21,989 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,005 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,019 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,033 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,046 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.934, mIoU: 0.725
2023-07-26 06:26:22,060 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 06:26:22,074 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-26 06:26:22,091 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-26 06:26:22,105 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.934, mIoU: 0.724
2023-07-26 06:26:22,119 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.934, mIoU: 0.724
2023-07-26 06:26:22,129 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,141 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,155 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,167 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,181 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,193 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,205 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,219 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,234 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,248 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,262 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,275 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,289 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,302 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,316 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,331 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,345 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,360 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,374 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,389 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,401 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,416 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,431 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,443 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,456 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,470 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 06:26:22,484 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,498 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,510 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,524 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,538 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 06:26:22,552 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 06:26:22,564 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 06:26:22,576 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,584 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,597 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,611 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 06:26:22,629 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,644 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,657 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 06:26:22,671 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,685 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,699 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,711 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,725 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,738 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,752 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,766 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,778 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,790 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,802 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,815 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,827 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,839 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,852 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 06:26:22,865 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:22,880 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,892 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,905 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,918 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,929 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:22,944 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:22,958 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:22,973 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:22,987 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:23,003 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:23,019 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:23,031 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,046 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:23,060 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,077 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,092 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,106 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:26:23,120 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:26:23,132 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:23,143 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:23,155 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:23,169 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 06:26:23,183 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,195 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,207 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,221 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,233 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,247 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,260 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,274 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:23,286 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:23,300 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,313 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,326 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,340 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,354 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,369 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,381 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,396 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,411 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,423 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,436 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,450 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,465 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,479 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,494 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,505 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,518 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,531 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,544 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:23,558 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:23,574 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:26:23,588 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:26:23,602 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,615 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,629 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,644 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,656 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,669 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,684 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,698 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 06:26:23,710 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 06:26:23,724 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,738 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:23,751 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:23,764 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:23,778 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,792 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:26:23,808 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,820 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,833 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,845 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,860 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,872 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,884 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,898 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,912 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:23,925 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:23,940 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:23,955 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,970 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,985 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:23,998 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,012 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,027 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,040 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,052 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,065 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,080 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,093 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,106 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,119 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,133 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,146 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,161 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,173 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,185 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,198 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:24,212 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:24,225 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:24,239 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:24,251 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:24,262 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,273 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,287 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,301 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,314 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,327 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,338 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,350 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,364 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,378 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:24,390 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:24,404 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,417 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,431 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,443 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,457 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,469 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,483 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,497 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,510 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:24,524 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,538 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,553 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,567 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,581 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,596 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,610 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,623 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,637 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,651 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,664 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,676 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,688 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,704 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,717 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,733 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,747 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,758 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,772 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,787 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,801 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,814 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,828 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,842 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,855 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,869 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,883 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,897 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,910 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:24,921 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:26:24,936 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:24,951 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:24,965 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:24,978 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 06:26:24,992 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,006 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,020 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,037 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,049 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,063 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,075 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,089 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,102 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,115 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,130 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,142 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,156 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,171 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,185 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,199 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,213 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,228 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,242 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,257 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,271 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,287 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,301 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,311 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,325 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,337 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,351 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,365 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,379 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,391 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,404 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,418 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,431 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,446 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,460 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,472 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,486 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,499 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,513 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,525 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,538 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,553 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,568 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,580 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,594 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,609 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,621 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,635 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,649 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,661 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,675 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:25,687 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:25,700 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:25,715 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:25,729 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:26:25,743 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,757 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,771 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,783 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,796 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 06:26:25,809 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,822 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,834 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,848 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,862 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,875 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,890 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,902 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,915 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,930 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,944 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,956 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:25,971 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,983 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:25,998 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,012 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,027 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,042 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,058 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,068 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,083 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,098 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,110 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:26,124 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:26,138 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:26,152 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:26,164 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:26,178 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:26,192 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:26:26,206 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:26,220 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:26,234 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,249 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,264 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:26,276 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:26,289 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:26,303 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:26,316 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,328 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,342 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,356 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,370 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,376 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,389 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,402 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,413 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,424 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,438 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 06:26:26,452 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,466 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,477 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,490 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,503 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,513 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,528 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 06:26:26,540 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,554 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,568 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,582 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,596 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,607 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,619 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,632 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,647 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,661 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,674 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,686 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,696 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,706 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,719 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,730 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,743 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,755 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 06:26:26,769 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 06:26:26,784 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:26,799 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:26,812 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:26,827 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,842 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,856 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,871 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,885 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,898 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,913 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,929 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,942 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:26,954 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,968 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,980 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:26,996 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,008 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:27,022 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,036 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,054 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,070 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,083 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,097 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,112 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,126 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,140 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:27,152 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:27,164 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:26:27,179 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:27,193 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:27,207 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:26:27,221 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,235 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,250 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 06:26:27,263 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:27,278 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:27,290 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 06:26:27,304 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 06:26:27,313 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 06:26:27,326 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:27,340 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 06:26:27,351 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 06:26:27,365 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 06:26:27,379 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 06:26:27,393 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,408 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,424 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,438 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,453 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,464 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,479 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,491 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,506 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,520 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,532 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,546 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,559 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,573 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,587 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,601 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,615 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,629 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,641 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,653 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,667 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,679 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,692 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,706 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 06:26:27,720 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,734 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 06:26:27,746 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,758 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,772 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,786 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,801 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 06:26:27,814 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,826 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,840 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,854 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,869 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,883 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,897 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,911 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,925 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,939 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,954 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,967 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,981 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:27,995 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 06:26:28,008 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:28,022 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:28,036 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 06:26:28,051 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 06:26:28,063 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 06:26:28,077 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:28,091 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,107 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,119 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,133 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,147 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,160 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,175 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,189 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,203 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,215 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,230 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,245 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,257 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,272 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,284 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,292 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,307 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,321 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,333 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:28,348 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:28,362 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 06:26:28,374 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:28,386 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:28,400 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:28,415 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:28,429 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:28,445 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:26:28,458 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:26:28,474 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:26:28,488 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,500 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,515 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,529 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,543 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,554 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,567 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,581 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,595 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,609 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,624 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,636 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,650 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,664 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,676 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,691 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,706 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,720 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,735 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,747 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,761 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,776 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,790 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,804 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,816 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,831 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,843 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,855 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,866 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,880 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:28,893 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,907 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,921 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,931 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,943 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:28,957 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 06:26:28,983 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 06:26:29,011 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 06:26:29,037 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,050 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 06:26:29,077 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,091 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,104 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,116 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 06:26:29,143 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,157 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,171 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,183 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,196 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,210 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,221 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 06:26:29,235 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,249 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 06:26:29,276 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,287 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,299 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,313 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,327 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,340 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:29,352 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:29,366 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:29,381 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 06:26:29,394 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:29,404 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:29,418 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:29,433 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:29,448 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 06:26:29,462 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,475 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,489 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 06:26:29,503 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,515 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,530 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,544 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,559 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,574 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,589 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,603 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,617 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,631 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,643 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,656 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,671 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,685 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,697 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,711 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,721 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,735 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,749 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,763 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,775 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,789 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,804 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,818 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,829 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,843 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,857 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,867 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,881 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,895 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,908 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,921 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 06:26:29,933 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,947 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,960 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,974 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:29,986 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,001 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,013 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,025 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,039 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,054 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,069 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 06:26:30,083 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,100 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,113 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,128 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,142 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,157 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,172 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,186 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,198 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,214 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,229 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,244 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,257 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,269 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,283 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,297 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,309 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,321 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,334 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,348 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,361 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,375 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,388 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,403 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,414 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,428 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,442 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,454 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,467 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,482 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,495 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,509 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,523 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:30,537 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,550 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,564 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,577 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,591 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,606 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,619 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:30,633 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 06:26:30,648 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,660 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,672 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,686 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,701 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,713 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,728 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,743 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,757 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,771 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:30,785 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:30,799 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 06:26:30,813 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:30,825 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:30,837 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:30,850 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:30,863 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:30,875 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,889 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,903 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,915 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,928 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,942 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,953 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,966 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,980 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:30,995 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:26:31,009 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:31,023 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:31,036 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:31,050 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:26:31,063 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,076 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,091 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,106 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,122 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,135 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,149 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,164 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,178 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,192 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,204 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,218 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,232 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,246 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,260 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,272 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,286 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,300 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,314 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,327 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,341 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,355 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,369 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,379 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,392 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,404 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,416 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 06:26:31,446 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:31,459 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:31,471 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:31,510 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:31,523 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:31,603 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:26:31,631 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:31,657 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:31,750 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:31,764 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:26:31,779 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,793 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 06:26:31,818 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.932, mIoU: 0.712
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2023-07-26 06:26:31,847 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:26:31,874 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 06:26:31,905 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,920 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:31,934 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,948 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,955 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,969 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,981 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:31,993 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,006 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,020 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,033 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,047 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,061 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,075 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,089 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,101 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,116 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,132 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,146 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,160 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,174 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,190 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,202 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,215 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,229 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,243 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,255 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,267 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,281 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,295 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,309 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,323 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,337 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,351 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,365 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,377 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,392 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,404 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,418 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,434 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,448 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,462 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,475 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,489 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,503 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,518 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,532 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,546 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,560 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,574 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,586 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,600 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,613 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,626 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,640 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,654 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 06:26:32,668 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,682 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,696 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,705 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,719 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,731 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,745 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,759 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,773 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,787 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,798 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,807 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,823 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,837 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,851 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,863 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,877 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,891 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,904 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,918 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,932 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,945 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:32,959 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,971 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,985 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:32,998 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,012 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,024 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,037 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,051 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,064 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,079 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,091 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,103 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,118 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 06:26:33,135 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 06:26:49,017 semantic_segmentation INFO: Iters: 93610/150000 || Lr: 0.008292 || Task Loss: 0.3236 || KD Loss: 0.0456|| 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, 19:40:33 || Estimated Time: 1 day, 2:18:36
2023-07-26 06:27:04,948 semantic_segmentation INFO: Iters: 93620/150000 || Lr: 0.008290 || Task Loss: 0.3039 || KD Loss: 0.0636|| 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, 19:40:49 || Estimated Time: 1 day, 2:18:18
2023-07-26 06:27:20,858 semantic_segmentation INFO: Iters: 93630/150000 || Lr: 0.008289 || Task Loss: 0.2762 || KD Loss: 0.0705|| 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, 19:41:05 || Estimated Time: 1 day, 2:18:01
2023-07-26 06:27:36,750 semantic_segmentation INFO: Iters: 93640/150000 || Lr: 0.008288 || Task Loss: 0.3225 || KD Loss: 0.0404|| 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, 19:41:21 || Estimated Time: 1 day, 2:17:44
2023-07-26 06:27:52,826 semantic_segmentation INFO: Iters: 93650/150000 || Lr: 0.008286 || Task Loss: 0.3354 || KD Loss: 0.0357|| 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, 19:41:37 || Estimated Time: 1 day, 2:17:26
2023-07-26 06:28:08,851 semantic_segmentation INFO: Iters: 93660/150000 || Lr: 0.008285 || Task Loss: 0.3010 || KD Loss: 0.0380|| 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, 19:41:53 || Estimated Time: 1 day, 2:17:09
2023-07-26 06:28:24,886 semantic_segmentation INFO: Iters: 93670/150000 || Lr: 0.008284 || Task Loss: 0.2863 || KD Loss: 0.0296|| 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, 19:42:09 || Estimated Time: 1 day, 2:16:52
2023-07-26 06:28:40,926 semantic_segmentation INFO: Iters: 93680/150000 || Lr: 0.008282 || Task Loss: 0.3383 || KD Loss: 0.0648|| 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, 19:42:25 || Estimated Time: 1 day, 2:16:35
2023-07-26 06:28:56,918 semantic_segmentation INFO: Iters: 93690/150000 || Lr: 0.008281 || Task Loss: 0.2946 || KD Loss: 0.0513|| 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, 19:42:41 || Estimated Time: 1 day, 2:16:17
2023-07-26 06:29:12,896 semantic_segmentation INFO: Iters: 93700/150000 || Lr: 0.008280 || Task Loss: 0.3407 || KD Loss: 0.0405|| 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, 19:42:57 || Estimated Time: 1 day, 2:16:00
2023-07-26 06:29:28,958 semantic_segmentation INFO: Iters: 93710/150000 || Lr: 0.008278 || Task Loss: 0.4659 || KD Loss: 0.0797|| 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, 19:43:13 || Estimated Time: 1 day, 2:15:43
2023-07-26 06:29:44,995 semantic_segmentation INFO: Iters: 93720/150000 || Lr: 0.008277 || Task Loss: 0.2845 || KD Loss: 0.0447|| 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, 19:43:29 || Estimated Time: 1 day, 2:15:26
2023-07-26 06:30:00,994 semantic_segmentation INFO: Iters: 93730/150000 || Lr: 0.008276 || Task Loss: 0.4354 || KD Loss: 0.0798|| 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, 19:43:45 || Estimated Time: 1 day, 2:15:08
2023-07-26 06:30:17,038 semantic_segmentation INFO: Iters: 93740/150000 || Lr: 0.008274 || Task Loss: 0.2614 || KD Loss: 0.0401|| 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, 19:44:01 || Estimated Time: 1 day, 2:14:51
2023-07-26 06:30:32,994 semantic_segmentation INFO: Iters: 93750/150000 || Lr: 0.008273 || Task Loss: 0.4051 || KD Loss: 0.0903|| 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, 19:44:17 || Estimated Time: 1 day, 2:14:34
2023-07-26 06:30:48,937 semantic_segmentation INFO: Iters: 93760/150000 || Lr: 0.008272 || Task Loss: 0.5483 || KD Loss: 0.1540|| 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: 1 day, 19:44:33 || Estimated Time: 1 day, 2:14:16
2023-07-26 06:31:04,881 semantic_segmentation INFO: Iters: 93770/150000 || Lr: 0.008270 || Task Loss: 0.2568 || KD Loss: 0.0331|| 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, 19:44:49 || Estimated Time: 1 day, 2:13:59
2023-07-26 06:31:20,880 semantic_segmentation INFO: Iters: 93780/150000 || Lr: 0.008269 || Task Loss: 0.3542 || KD Loss: 0.0821|| 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, 19:45:05 || Estimated Time: 1 day, 2:13:42
2023-07-26 06:31:36,849 semantic_segmentation INFO: Iters: 93790/150000 || Lr: 0.008268 || Task Loss: 0.2060 || KD Loss: 0.0292|| 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, 19:45:21 || Estimated Time: 1 day, 2:13:25
2023-07-26 06:31:52,774 semantic_segmentation INFO: Iters: 93800/150000 || Lr: 0.008266 || Task Loss: 0.2859 || KD Loss: 0.0580|| 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, 19:45:37 || Estimated Time: 1 day, 2:13:07
2023-07-26 06:32:08,763 semantic_segmentation INFO: Iters: 93810/150000 || Lr: 0.008265 || Task Loss: 0.3905 || KD Loss: 0.0742|| 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, 19:45:53 || Estimated Time: 1 day, 2:12:50
2023-07-26 06:32:24,678 semantic_segmentation INFO: Iters: 93820/150000 || Lr: 0.008264 || Task Loss: 0.3381 || KD Loss: 0.0418|| 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, 19:46:09 || Estimated Time: 1 day, 2:12:33
2023-07-26 06:32:40,601 semantic_segmentation INFO: Iters: 93830/150000 || Lr: 0.008262 || Task Loss: 0.3064 || KD Loss: 0.0729|| 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, 19:46:25 || Estimated Time: 1 day, 2:12:15
2023-07-26 06:32:56,531 semantic_segmentation INFO: Iters: 93840/150000 || Lr: 0.008261 || Task Loss: 0.3610 || KD Loss: 0.0491|| 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, 19:46:41 || Estimated Time: 1 day, 2:11:58
2023-07-26 06:33:12,503 semantic_segmentation INFO: Iters: 93850/150000 || Lr: 0.008260 || Task Loss: 0.3968 || KD Loss: 0.0768|| 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, 19:46:56 || Estimated Time: 1 day, 2:11:41
2023-07-26 06:33:28,421 semantic_segmentation INFO: Iters: 93860/150000 || Lr: 0.008258 || Task Loss: 0.5633 || KD Loss: 0.1742|| 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, 19:47:12 || Estimated Time: 1 day, 2:11:23
2023-07-26 06:33:44,341 semantic_segmentation INFO: Iters: 93870/150000 || Lr: 0.008257 || Task Loss: 0.4365 || KD Loss: 0.0744|| 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, 19:47:28 || Estimated Time: 1 day, 2:11:06
2023-07-26 06:34:00,320 semantic_segmentation INFO: Iters: 93880/150000 || Lr: 0.008256 || Task Loss: 0.3205 || KD Loss: 0.0530|| 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, 19:47:44 || Estimated Time: 1 day, 2:10:49
2023-07-26 06:34:16,278 semantic_segmentation INFO: Iters: 93890/150000 || Lr: 0.008255 || Task Loss: 0.2811 || KD Loss: 0.0446|| 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, 19:48:00 || Estimated Time: 1 day, 2:10:31
2023-07-26 06:34:32,167 semantic_segmentation INFO: Iters: 93900/150000 || Lr: 0.008253 || Task Loss: 0.4542 || KD Loss: 0.0570|| 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, 19:48:16 || Estimated Time: 1 day, 2:10:14
2023-07-26 06:34:48,093 semantic_segmentation INFO: Iters: 93910/150000 || Lr: 0.008252 || Task Loss: 0.4608 || KD Loss: 0.0895|| 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, 19:48:32 || Estimated Time: 1 day, 2:09:57
2023-07-26 06:35:04,008 semantic_segmentation INFO: Iters: 93920/150000 || Lr: 0.008251 || Task Loss: 0.4138 || KD Loss: 0.1087|| 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, 19:48:48 || Estimated Time: 1 day, 2:09:40
2023-07-26 06:35:19,986 semantic_segmentation INFO: Iters: 93930/150000 || Lr: 0.008249 || Task Loss: 0.2845 || KD Loss: 0.0485|| 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, 19:49:04 || Estimated Time: 1 day, 2:09:22
2023-07-26 06:35:35,999 semantic_segmentation INFO: Iters: 93940/150000 || Lr: 0.008248 || Task Loss: 0.4714 || KD Loss: 0.1366|| 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, 19:49:20 || Estimated Time: 1 day, 2:09:05
2023-07-26 06:35:51,940 semantic_segmentation INFO: Iters: 93950/150000 || Lr: 0.008247 || Task Loss: 0.4725 || KD Loss: 0.0674|| 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, 19:49:36 || Estimated Time: 1 day, 2:08:48
2023-07-26 06:36:07,933 semantic_segmentation INFO: Iters: 93960/150000 || Lr: 0.008245 || Task Loss: 0.2797 || KD Loss: 0.0644|| 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, 19:49:52 || Estimated Time: 1 day, 2:08:30
2023-07-26 06:36:23,959 semantic_segmentation INFO: Iters: 93970/150000 || Lr: 0.008244 || Task Loss: 0.3348 || KD Loss: 0.0716|| 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, 19:50:08 || Estimated Time: 1 day, 2:08:13
2023-07-26 06:36:39,931 semantic_segmentation INFO: Iters: 93980/150000 || Lr: 0.008243 || Task Loss: 0.3180 || KD Loss: 0.0558|| 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, 19:50:24 || Estimated Time: 1 day, 2:07:56
2023-07-26 06:36:55,841 semantic_segmentation INFO: Iters: 93990/150000 || Lr: 0.008241 || Task Loss: 0.2733 || KD Loss: 0.0357|| 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, 19:50:40 || Estimated Time: 1 day, 2:07:39
2023-07-26 06:37:11,705 semantic_segmentation INFO: Iters: 94000/150000 || Lr: 0.008240 || Task Loss: 0.4766 || KD Loss: 0.0839|| 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, 19:50:56 || Estimated Time: 1 day, 2:07:21
2023-07-26 06:37:27,710 semantic_segmentation INFO: Iters: 94010/150000 || Lr: 0.008239 || Task Loss: 0.5580 || KD Loss: 0.0727|| 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, 19:51:12 || Estimated Time: 1 day, 2:07:04
2023-07-26 06:37:43,735 semantic_segmentation INFO: Iters: 94020/150000 || Lr: 0.008237 || Task Loss: 0.4298 || KD Loss: 0.0918|| 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, 19:51:28 || Estimated Time: 1 day, 2:06:47
2023-07-26 06:37:59,731 semantic_segmentation INFO: Iters: 94030/150000 || Lr: 0.008236 || Task Loss: 0.2939 || KD Loss: 0.0513|| 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, 19:51:44 || Estimated Time: 1 day, 2:06:29
2023-07-26 06:38:15,716 semantic_segmentation INFO: Iters: 94040/150000 || Lr: 0.008235 || Task Loss: 0.3662 || KD Loss: 0.0586|| 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, 19:52:00 || Estimated Time: 1 day, 2:06:12
2023-07-26 06:38:31,681 semantic_segmentation INFO: Iters: 94050/150000 || Lr: 0.008233 || Task Loss: 0.2326 || KD Loss: 0.0429|| 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, 19:52:16 || Estimated Time: 1 day, 2:05:55
2023-07-26 06:38:47,608 semantic_segmentation INFO: Iters: 94060/150000 || Lr: 0.008232 || Task Loss: 0.3481 || KD Loss: 0.0451|| 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, 19:52:32 || Estimated Time: 1 day, 2:05:38
2023-07-26 06:39:03,743 semantic_segmentation INFO: Iters: 94070/150000 || Lr: 0.008231 || Task Loss: 0.3397 || KD Loss: 0.0418|| 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, 19:52:48 || Estimated Time: 1 day, 2:05:20
2023-07-26 06:39:19,661 semantic_segmentation INFO: Iters: 94080/150000 || Lr: 0.008229 || Task Loss: 0.3425 || KD Loss: 0.0561|| 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, 19:53:04 || Estimated Time: 1 day, 2:05:03
2023-07-26 06:39:35,570 semantic_segmentation INFO: Iters: 94090/150000 || Lr: 0.008228 || Task Loss: 0.2682 || KD Loss: 0.0646|| 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, 19:53:20 || Estimated Time: 1 day, 2:04:46
2023-07-26 06:39:51,465 semantic_segmentation INFO: Iters: 94100/150000 || Lr: 0.008227 || Task Loss: 0.3099 || KD Loss: 0.0340|| 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, 19:53:35 || Estimated Time: 1 day, 2:04:28
2023-07-26 06:40:07,338 semantic_segmentation INFO: Iters: 94110/150000 || Lr: 0.008225 || Task Loss: 0.4244 || KD Loss: 0.1065|| 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, 19:53:51 || Estimated Time: 1 day, 2:04:11
2023-07-26 06:40:23,268 semantic_segmentation INFO: Iters: 94120/150000 || Lr: 0.008224 || Task Loss: 0.3291 || KD Loss: 0.0424|| 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, 19:54:07 || Estimated Time: 1 day, 2:03:54
2023-07-26 06:40:39,129 semantic_segmentation INFO: Iters: 94130/150000 || Lr: 0.008223 || Task Loss: 0.3439 || KD Loss: 0.0657|| 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, 19:54:23 || Estimated Time: 1 day, 2:03:36
2023-07-26 06:40:55,037 semantic_segmentation INFO: Iters: 94140/150000 || Lr: 0.008221 || Task Loss: 0.1805 || KD Loss: 0.0432|| 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, 19:54:39 || Estimated Time: 1 day, 2:03:19
2023-07-26 06:41:10,911 semantic_segmentation INFO: Iters: 94150/150000 || Lr: 0.008220 || Task Loss: 0.2788 || 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, 19:54:55 || Estimated Time: 1 day, 2:03:02
2023-07-26 06:41:26,809 semantic_segmentation INFO: Iters: 94160/150000 || Lr: 0.008219 || Task Loss: 0.5396 || KD Loss: 0.1401|| 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, 19:55:11 || Estimated Time: 1 day, 2:02:44
2023-07-26 06:41:42,729 semantic_segmentation INFO: Iters: 94170/150000 || Lr: 0.008217 || Task Loss: 0.3933 || KD Loss: 0.0473|| 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, 19:55:27 || Estimated Time: 1 day, 2:02:27
2023-07-26 06:41:58,590 semantic_segmentation INFO: Iters: 94180/150000 || Lr: 0.008216 || Task Loss: 0.3478 || KD Loss: 0.0889|| 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, 19:55:43 || Estimated Time: 1 day, 2:02:10
2023-07-26 06:42:14,500 semantic_segmentation INFO: Iters: 94190/150000 || Lr: 0.008215 || Task Loss: 0.4946 || KD Loss: 0.0965|| 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, 19:55:58 || Estimated Time: 1 day, 2:01:52
2023-07-26 06:42:30,385 semantic_segmentation INFO: Iters: 94200/150000 || Lr: 0.008213 || Task Loss: 0.3463 || KD Loss: 0.0429|| 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, 19:56:14 || Estimated Time: 1 day, 2:01:35
2023-07-26 06:42:46,264 semantic_segmentation INFO: Iters: 94210/150000 || Lr: 0.008212 || Task Loss: 0.3469 || KD Loss: 0.0502|| 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, 19:56:30 || Estimated Time: 1 day, 2:01:18
2023-07-26 06:43:02,149 semantic_segmentation INFO: Iters: 94220/150000 || Lr: 0.008211 || Task Loss: 0.4533 || KD Loss: 0.0704|| 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, 19:56:46 || Estimated Time: 1 day, 2:01:00
2023-07-26 06:43:18,027 semantic_segmentation INFO: Iters: 94230/150000 || Lr: 0.008209 || Task Loss: 0.2896 || KD Loss: 0.0451|| 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, 19:57:02 || Estimated Time: 1 day, 2:00:43
2023-07-26 06:43:36,397 semantic_segmentation INFO: Iters: 94240/150000 || Lr: 0.008208 || Task Loss: 0.2911 || KD Loss: 0.0591|| 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, 19:57:20 || Estimated Time: 1 day, 2:00:27
2023-07-26 06:43:53,177 semantic_segmentation INFO: Iters: 94250/150000 || Lr: 0.008207 || Task Loss: 0.2170 || 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: 1 day, 19:57:37 || Estimated Time: 1 day, 2:00:11
2023-07-26 06:44:09,025 semantic_segmentation INFO: Iters: 94260/150000 || Lr: 0.008206 || Task Loss: 0.3800 || KD Loss: 0.0638|| 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, 19:57:53 || Estimated Time: 1 day, 1:59:53
2023-07-26 06:44:24,925 semantic_segmentation INFO: Iters: 94270/150000 || Lr: 0.008204 || Task Loss: 0.3039 || KD Loss: 0.0478|| 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, 19:58:09 || Estimated Time: 1 day, 1:59:36
2023-07-26 06:44:40,858 semantic_segmentation INFO: Iters: 94280/150000 || Lr: 0.008203 || Task Loss: 0.4203 || KD Loss: 0.1022|| 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, 19:58:25 || Estimated Time: 1 day, 1:59:19
2023-07-26 06:44:56,733 semantic_segmentation INFO: Iters: 94290/150000 || Lr: 0.008202 || Task Loss: 0.5369 || KD Loss: 0.1297|| 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: 1 day, 19:58:41 || Estimated Time: 1 day, 1:59:01
2023-07-26 06:45:12,678 semantic_segmentation INFO: Iters: 94300/150000 || Lr: 0.008200 || Task Loss: 0.3082 || KD Loss: 0.0665|| 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, 19:58:57 || Estimated Time: 1 day, 1:58:44
2023-07-26 06:45:28,630 semantic_segmentation INFO: Iters: 94310/150000 || Lr: 0.008199 || Task Loss: 0.5004 || KD Loss: 0.1319|| 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, 19:59:13 || Estimated Time: 1 day, 1:58:27
2023-07-26 06:45:44,559 semantic_segmentation INFO: Iters: 94320/150000 || Lr: 0.008198 || Task Loss: 0.2724 || KD Loss: 0.0422|| 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, 19:59:29 || Estimated Time: 1 day, 1:58:09
2023-07-26 06:46:00,484 semantic_segmentation INFO: Iters: 94330/150000 || Lr: 0.008196 || Task Loss: 0.2581 || KD Loss: 0.0491|| 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, 19:59:44 || Estimated Time: 1 day, 1:57:52
2023-07-26 06:46:16,437 semantic_segmentation INFO: Iters: 94340/150000 || Lr: 0.008195 || Task Loss: 0.2529 || KD Loss: 0.0473|| 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, 20:00:00 || Estimated Time: 1 day, 1:57:35
2023-07-26 06:46:32,310 semantic_segmentation INFO: Iters: 94350/150000 || Lr: 0.008194 || Task Loss: 0.3434 || KD Loss: 0.0468|| 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, 20:00:16 || Estimated Time: 1 day, 1:57:17
2023-07-26 06:46:48,198 semantic_segmentation INFO: Iters: 94360/150000 || Lr: 0.008192 || Task Loss: 0.3386 || KD Loss: 0.0639|| 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, 20:00:32 || Estimated Time: 1 day, 1:57:00
2023-07-26 06:47:04,106 semantic_segmentation INFO: Iters: 94370/150000 || Lr: 0.008191 || Task Loss: 0.2894 || KD Loss: 0.0283|| 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, 20:00:48 || Estimated Time: 1 day, 1:56:43
2023-07-26 06:47:20,019 semantic_segmentation INFO: Iters: 94380/150000 || Lr: 0.008190 || Task Loss: 0.3553 || 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: 1 day, 20:01:04 || Estimated Time: 1 day, 1:56:25
2023-07-26 06:47:35,995 semantic_segmentation INFO: Iters: 94390/150000 || Lr: 0.008188 || Task Loss: 0.3558 || KD Loss: 0.0515|| 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, 20:01:20 || Estimated Time: 1 day, 1:56:08
2023-07-26 06:47:51,937 semantic_segmentation INFO: Iters: 94400/150000 || Lr: 0.008187 || Task Loss: 0.4165 || KD Loss: 0.0782|| 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, 20:01:36 || Estimated Time: 1 day, 1:55:51
2023-07-26 06:47:52,050 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 06:47:52,492 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.089
2023-07-26 06:47:52,531 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.135
2023-07-26 06:47:52,543 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.166
2023-07-26 06:47:52,557 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.166
2023-07-26 06:47:52,570 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.244
2023-07-26 06:47:52,581 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.284
2023-07-26 06:47:52,595 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.329
2023-07-26 06:47:52,609 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.332
2023-07-26 06:47:52,621 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.374
2023-07-26 06:47:52,635 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.412
2023-07-26 06:47:52,650 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.475
2023-07-26 06:47:52,664 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.522
2023-07-26 06:47:52,676 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.485
2023-07-26 06:47:52,689 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.473
2023-07-26 06:47:52,703 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.471
2023-07-26 06:47:52,715 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.463
2023-07-26 06:47:52,725 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.446
2023-07-26 06:47:52,737 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.447
2023-07-26 06:47:52,751 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.444
2023-07-26 06:47:52,767 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.495
2023-07-26 06:47:52,781 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.502
2023-07-26 06:47:52,796 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.512
2023-07-26 06:47:52,811 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.542
2023-07-26 06:47:52,827 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.543
2023-07-26 06:47:52,842 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.541
2023-07-26 06:47:52,856 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.539
2023-07-26 06:47:52,870 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.540
2023-07-26 06:47:52,882 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.541
2023-07-26 06:47:52,896 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-26 06:47:52,911 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.532
2023-07-26 06:47:52,925 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.536
2023-07-26 06:47:52,939 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.536
2023-07-26 06:47:52,954 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.543
2023-07-26 06:47:52,968 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.539
2023-07-26 06:47:52,982 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.564
2023-07-26 06:47:52,997 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.561
2023-07-26 06:47:53,010 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.559
2023-07-26 06:47:53,023 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.602
2023-07-26 06:47:53,038 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.608
2023-07-26 06:47:53,050 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.607
2023-07-26 06:47:53,063 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-26 06:47:53,077 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-26 06:47:53,090 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-26 06:47:53,103 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.621
2023-07-26 06:47:53,117 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-26 06:47:53,131 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-26 06:47:53,144 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-26 06:47:53,155 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-26 06:47:53,169 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.637
2023-07-26 06:47:53,184 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.637
2023-07-26 06:47:53,199 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-26 06:47:53,214 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-26 06:47:53,226 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.630
2023-07-26 06:47:53,241 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.628
2023-07-26 06:47:53,256 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.633
2023-07-26 06:47:53,268 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.632
2023-07-26 06:47:53,283 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.629
2023-07-26 06:47:53,299 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.629
2023-07-26 06:47:53,312 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.630
2023-07-26 06:47:53,327 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-26 06:47:53,339 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-26 06:47:53,354 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-26 06:47:53,366 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-26 06:47:53,383 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-26 06:47:53,395 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-26 06:47:53,409 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-26 06:47:53,424 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-26 06:47:53,436 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-26 06:47:53,450 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-26 06:47:53,464 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.696
2023-07-26 06:47:53,479 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 06:47:53,491 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 06:47:53,506 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 06:47:53,520 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-26 06:47:53,534 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 06:47:53,548 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-26 06:47:53,562 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 06:47:53,571 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 06:47:53,586 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 06:47:53,601 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 06:47:53,614 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 06:47:53,629 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 06:47:53,644 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 06:47:53,660 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 06:47:53,675 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:47:53,690 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 06:47:53,704 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 06:47:53,718 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-26 06:47:53,733 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:47:53,745 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:47:53,759 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 06:47:53,773 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 06:47:53,787 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:47:53,801 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 06:47:53,814 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 06:47:53,828 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:47:53,840 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 06:47:53,852 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 06:47:53,866 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:47:53,878 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 06:47:53,891 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 06:47:53,904 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 06:47:53,916 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 06:47:53,930 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 06:47:53,943 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 06:47:53,955 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 06:47:53,969 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:53,983 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:53,996 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:54,009 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:54,020 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 06:47:54,033 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 06:47:54,047 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 06:47:54,061 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:54,075 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 06:47:54,087 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 06:47:54,099 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 06:47:54,113 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 06:47:54,153 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 06:47:54,166 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 06:47:54,193 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 06:47:54,243 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.686
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2023-07-26 06:47:54,265 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 06:47:54,294 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 06:47:54,306 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 06:47:54,321 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.692
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2023-07-26 06:47:54,471 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-26 06:47:54,677 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.705
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2023-07-26 06:47:54,732 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 06:47:54,768 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-26 06:47:54,796 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 06:47:54,810 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 06:47:54,908 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-26 06:47:55,004 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.928, mIoU: 0.675
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2023-07-26 06:47:55,072 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.929, mIoU: 0.675
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2023-07-26 06:47:55,433 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 06:47:55,447 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.928, mIoU: 0.679
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2023-07-26 06:47:55,476 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.928, mIoU: 0.678
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2023-07-26 06:47:55,502 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.929, mIoU: 0.678
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2023-07-26 06:47:55,555 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 06:47:55,569 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.928, mIoU: 0.677
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2023-07-26 06:47:55,743 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.926, mIoU: 0.672
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2023-07-26 06:47:55,798 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 06:47:55,811 semantic_segmentation INFO: Sample: 243, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 06:47:55,825 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 06:47:55,839 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-26 06:47:55,908 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.926, mIoU: 0.680
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2023-07-26 06:47:56,099 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 06:47:56,776 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.926, mIoU: 0.678
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2023-07-26 06:47:59,442 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 06:47:59,455 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 06:47:59,525 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 06:47:59,553 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 06:47:59,567 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 06:47:59,581 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 06:47:59,621 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 06:47:59,672 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 06:47:59,686 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 06:47:59,710 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 06:47:59,737 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 06:47:59,766 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 06:47:59,780 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 06:47:59,803 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 06:47:59,818 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 06:47:59,832 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 06:47:59,847 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:47:59,861 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 06:47:59,900 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:47:59,928 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,006 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 06:48:00,090 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 06:48:00,257 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:00,269 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 06:48:00,283 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,362 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.930, mIoU: 0.703
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2023-07-26 06:48:00,388 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,417 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:00,430 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 06:48:00,444 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,469 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,685 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:00,785 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,799 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,813 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,828 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,841 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,854 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:00,868 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:00,882 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:00,897 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:00,909 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 06:48:00,979 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 06:48:01,023 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 06:48:01,036 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 06:48:01,050 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 06:48:01,063 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 06:48:01,078 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 06:48:01,109 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.931, mIoU: 0.707
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2023-07-26 06:48:01,134 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 06:48:01,147 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 06:48:01,161 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 06:48:01,173 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 06:48:01,200 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:01,213 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 06:48:01,227 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 06:48:01,243 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:01,257 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 06:48:01,272 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 06:48:01,299 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 06:48:01,339 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.932, mIoU: 0.705
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2023-07-26 06:48:02,087 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,102 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 06:48:02,116 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 06:48:02,128 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 06:48:02,140 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 06:48:02,152 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,167 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,183 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,195 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,208 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,223 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,237 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,251 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,266 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,280 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,293 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,307 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,320 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,333 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 06:48:02,348 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 06:48:02,361 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 06:48:02,376 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,388 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,402 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 06:48:02,417 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,428 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,441 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,455 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,469 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,483 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,497 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,508 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,520 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,533 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 06:48:02,545 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,559 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:02,575 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:02,587 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,602 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,614 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,628 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,642 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,655 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,668 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,682 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,696 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,709 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,723 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,737 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,752 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,765 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,780 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,795 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:02,812 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,824 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,838 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,851 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,866 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,878 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,891 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,905 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,919 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,932 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,947 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,962 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,976 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:02,990 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,003 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,015 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,028 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,040 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,052 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,064 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,079 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,091 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,103 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,116 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,130 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,144 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,159 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,171 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,183 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:03,198 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:03,212 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:03,227 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 06:48:03,241 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:03,253 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:03,265 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,277 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,292 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,306 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,320 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,333 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,344 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,356 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,370 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,384 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,397 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,411 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,423 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,438 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,450 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,464 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:03,476 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,490 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,505 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,517 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,531 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,545 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,559 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,573 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,587 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,602 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,616 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,629 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,644 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,658 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,670 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,683 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,696 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,711 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,724 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,740 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,754 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,766 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,781 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,797 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,811 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,823 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,838 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,851 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,864 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,877 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,891 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:03,905 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,917 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,927 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:03,943 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:03,957 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:03,971 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:03,983 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:03,996 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 06:48:04,012 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,027 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,042 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,054 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,069 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,081 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 06:48:04,096 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,109 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,122 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,137 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,150 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,165 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,179 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,194 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,207 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,221 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,234 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,247 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,261 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,275 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,289 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,302 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,311 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,324 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,336 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,350 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,363 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,377 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:04,389 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,403 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,416 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,429 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,444 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,458 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,470 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,485 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,498 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,513 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:04,525 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:04,539 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:04,553 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,567 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,579 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,593 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,607 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,619 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,632 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,646 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,657 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,670 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,682 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,696 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,710 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,723 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:04,737 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,751 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,765 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,778 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,792 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:04,805 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,818 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,831 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,845 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,860 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,875 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,890 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,902 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,915 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,931 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,945 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,963 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,978 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:04,990 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:05,005 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:05,018 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:05,034 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 06:48:05,048 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,062 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,071 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,086 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,101 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,114 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,127 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,141 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,156 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,168 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,182 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,196 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,211 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,225 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,239 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:05,255 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,269 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,282 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,296 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,310 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 06:48:05,323 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:05,335 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 06:48:05,349 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:05,364 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:05,378 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:05,384 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 06:48:05,397 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,409 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,421 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,432 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 06:48:05,446 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,459 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,473 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 06:48:05,484 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,497 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,511 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,521 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,536 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,548 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,562 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,576 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,590 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,604 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,615 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,627 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,642 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,656 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,670 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,684 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,697 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,707 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,717 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,730 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,741 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,755 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,768 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,782 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:05,798 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,814 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,827 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:05,841 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,855 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,870 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,884 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,898 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,912 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:05,926 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 06:48:05,941 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 06:48:05,953 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:05,965 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:05,979 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:05,991 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,006 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,018 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,033 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,047 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,063 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,078 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,090 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,104 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,119 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,133 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,147 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,159 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,171 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,185 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,199 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,213 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 06:48:06,227 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 06:48:06,241 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 06:48:06,256 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 06:48:06,270 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,284 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,297 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,311 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:06,321 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,334 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,348 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 06:48:06,359 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 06:48:06,373 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 06:48:06,387 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:06,402 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,416 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,431 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,445 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,459 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,471 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,485 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,497 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,512 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,527 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,539 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,553 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,565 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 06:48:06,579 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,593 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,607 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,621 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,635 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,647 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,659 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,674 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 06:48:06,686 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,699 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,714 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,728 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,742 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,755 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,767 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,782 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,796 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,811 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,825 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,837 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,851 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,865 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,880 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,894 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,908 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:06,923 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:06,937 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:06,951 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 06:48:06,980 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 06:48:07,008 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 06:48:07,020 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 06:48:07,034 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 06:48:07,049 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:07,063 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:07,075 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 06:48:07,089 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:07,103 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,118 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:07,130 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,144 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,158 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,172 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 06:48:07,200 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,214 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 06:48:07,227 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 06:48:07,241 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 06:48:07,256 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,268 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,282 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 06:48:07,296 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 06:48:07,304 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 06:48:09,902 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 06:48:09,930 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 06:48:09,954 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 06:48:09,993 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 06:48:10,022 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:10,037 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:10,051 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 06:48:10,078 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 06:48:10,092 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 06:48:10,104 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 06:48:10,119 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:10,148 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:10,286 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,298 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,312 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,326 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,340 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,354 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,368 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,397 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,432 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,512 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,525 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,552 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,566 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,581 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,689 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:10,700 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,729 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,782 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 06:48:10,809 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 06:48:10,822 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:10,903 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 06:48:10,933 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:10,977 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,011 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,051 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:11,206 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,221 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,234 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,248 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,289 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,330 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,358 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,372 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,400 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,453 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 06:48:11,496 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,508 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 06:48:11,522 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,729 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,765 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:11,780 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,832 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:11,841 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,871 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,898 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 06:48:11,979 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 06:48:12,005 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:12,019 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:12,033 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:12,047 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:12,060 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 06:48:12,074 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 06:48:12,088 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 06:48:12,102 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:12,117 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:12,129 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:12,142 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 06:48:12,157 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:48:12,173 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 06:48:28,098 semantic_segmentation INFO: Iters: 94410/150000 || Lr: 0.008186 || Task Loss: 0.2954 || KD Loss: 0.0469|| 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, 20:02:12 || Estimated Time: 1 day, 1:55:46
2023-07-26 06:48:44,019 semantic_segmentation INFO: Iters: 94420/150000 || Lr: 0.008184 || Task Loss: 0.5117 || KD Loss: 0.1222|| 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, 20:02:28 || Estimated Time: 1 day, 1:55:28
2023-07-26 06:49:00,099 semantic_segmentation INFO: Iters: 94430/150000 || Lr: 0.008183 || Task Loss: 0.4893 || KD Loss: 0.1247|| 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, 20:02:44 || Estimated Time: 1 day, 1:55:11
2023-07-26 06:49:16,062 semantic_segmentation INFO: Iters: 94440/150000 || Lr: 0.008182 || Task Loss: 0.4406 || KD Loss: 0.0737|| 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, 20:03:00 || Estimated Time: 1 day, 1:54:54
2023-07-26 06:49:32,003 semantic_segmentation INFO: Iters: 94450/150000 || Lr: 0.008180 || Task Loss: 0.3626 || KD Loss: 0.0648|| 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, 20:03:16 || Estimated Time: 1 day, 1:54:36
2023-07-26 06:49:48,023 semantic_segmentation INFO: Iters: 94460/150000 || Lr: 0.008179 || Task Loss: 0.3643 || KD Loss: 0.0628|| 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, 20:03:32 || Estimated Time: 1 day, 1:54:19
2023-07-26 06:50:04,070 semantic_segmentation INFO: Iters: 94470/150000 || Lr: 0.008178 || Task Loss: 0.3194 || KD Loss: 0.0540|| 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, 20:03:48 || Estimated Time: 1 day, 1:54:02
2023-07-26 06:50:20,060 semantic_segmentation INFO: Iters: 94480/150000 || Lr: 0.008176 || Task Loss: 0.3474 || KD Loss: 0.0421|| 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, 20:04:04 || Estimated Time: 1 day, 1:53:45
2023-07-26 06:50:36,037 semantic_segmentation INFO: Iters: 94490/150000 || Lr: 0.008175 || Task Loss: 0.3833 || KD Loss: 0.0846|| 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, 20:04:20 || Estimated Time: 1 day, 1:53:27
2023-07-26 06:50:52,065 semantic_segmentation INFO: Iters: 94500/150000 || Lr: 0.008174 || Task Loss: 0.3114 || KD Loss: 0.0526|| 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, 20:04:36 || Estimated Time: 1 day, 1:53:10
2023-07-26 06:51:08,135 semantic_segmentation INFO: Iters: 94510/150000 || Lr: 0.008172 || Task Loss: 0.3845 || KD Loss: 0.0680|| 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, 20:04:52 || Estimated Time: 1 day, 1:52:53
2023-07-26 06:51:24,118 semantic_segmentation INFO: Iters: 94520/150000 || Lr: 0.008171 || Task Loss: 0.3076 || KD Loss: 0.0573|| 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, 20:05:08 || Estimated Time: 1 day, 1:52:36
2023-07-26 06:51:40,135 semantic_segmentation INFO: Iters: 94530/150000 || Lr: 0.008170 || Task Loss: 0.2989 || KD Loss: 0.0419|| 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, 20:05:24 || Estimated Time: 1 day, 1:52:18
2023-07-26 06:51:56,142 semantic_segmentation INFO: Iters: 94540/150000 || Lr: 0.008168 || Task Loss: 0.3743 || KD Loss: 0.0629|| 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, 20:05:40 || Estimated Time: 1 day, 1:52:01
2023-07-26 06:52:12,157 semantic_segmentation INFO: Iters: 94550/150000 || Lr: 0.008167 || Task Loss: 0.3651 || KD Loss: 0.0529|| 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, 20:05:56 || Estimated Time: 1 day, 1:51:44
2023-07-26 06:52:28,126 semantic_segmentation INFO: Iters: 94560/150000 || Lr: 0.008166 || Task Loss: 0.3898 || 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, 20:06:12 || Estimated Time: 1 day, 1:51:27
2023-07-26 06:52:44,084 semantic_segmentation INFO: Iters: 94570/150000 || Lr: 0.008164 || Task Loss: 0.4791 || KD Loss: 0.0692|| 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, 20:06:28 || Estimated Time: 1 day, 1:51:09
2023-07-26 06:53:00,080 semantic_segmentation INFO: Iters: 94580/150000 || Lr: 0.008163 || Task Loss: 0.4184 || KD Loss: 0.1034|| 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, 20:06:44 || Estimated Time: 1 day, 1:50:52
2023-07-26 06:53:16,119 semantic_segmentation INFO: Iters: 94590/150000 || Lr: 0.008162 || Task Loss: 0.2885 || KD Loss: 0.0532|| 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, 20:07:00 || Estimated Time: 1 day, 1:50:35
2023-07-26 06:53:32,127 semantic_segmentation INFO: Iters: 94600/150000 || Lr: 0.008160 || Task Loss: 0.3829 || KD Loss: 0.0571|| 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, 20:07:16 || Estimated Time: 1 day, 1:50:18
2023-07-26 06:53:48,151 semantic_segmentation INFO: Iters: 94610/150000 || Lr: 0.008159 || Task Loss: 0.2806 || KD Loss: 0.0378|| 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, 20:07:32 || Estimated Time: 1 day, 1:50:00
2023-07-26 06:54:04,111 semantic_segmentation INFO: Iters: 94620/150000 || Lr: 0.008158 || Task Loss: 0.3304 || KD Loss: 0.0539|| 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, 20:07:48 || Estimated Time: 1 day, 1:49:43
2023-07-26 06:54:20,075 semantic_segmentation INFO: Iters: 94630/150000 || Lr: 0.008156 || Task Loss: 0.2567 || KD Loss: 0.0448|| 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, 20:08:04 || Estimated Time: 1 day, 1:49:26
2023-07-26 06:54:35,965 semantic_segmentation INFO: Iters: 94640/150000 || Lr: 0.008155 || Task Loss: 0.4612 || KD Loss: 0.0811|| 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, 20:08:20 || Estimated Time: 1 day, 1:49:09
2023-07-26 06:54:51,933 semantic_segmentation INFO: Iters: 94650/150000 || Lr: 0.008154 || Task Loss: 0.2371 || KD Loss: 0.0299|| 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, 20:08:36 || Estimated Time: 1 day, 1:48:51
2023-07-26 06:55:07,904 semantic_segmentation INFO: Iters: 94660/150000 || Lr: 0.008152 || Task Loss: 0.3404 || KD Loss: 0.0455|| 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, 20:08:52 || Estimated Time: 1 day, 1:48:34
2023-07-26 06:55:23,846 semantic_segmentation INFO: Iters: 94670/150000 || Lr: 0.008151 || Task Loss: 0.3813 || KD Loss: 0.0433|| 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, 20:09:08 || Estimated Time: 1 day, 1:48:17
2023-07-26 06:55:39,786 semantic_segmentation INFO: Iters: 94680/150000 || Lr: 0.008150 || Task Loss: 0.3471 || KD Loss: 0.0436|| 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, 20:09:24 || Estimated Time: 1 day, 1:47:59
2023-07-26 06:55:55,738 semantic_segmentation INFO: Iters: 94690/150000 || Lr: 0.008149 || Task Loss: 0.4245 || KD Loss: 0.0725|| 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, 20:09:40 || Estimated Time: 1 day, 1:47:42
2023-07-26 06:56:11,753 semantic_segmentation INFO: Iters: 94700/150000 || Lr: 0.008147 || Task Loss: 0.1785 || KD Loss: 0.0294|| 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, 20:09:56 || Estimated Time: 1 day, 1:47:25
2023-07-26 06:56:27,687 semantic_segmentation INFO: Iters: 94710/150000 || Lr: 0.008146 || Task Loss: 0.2773 || KD Loss: 0.0385|| 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, 20:10:12 || Estimated Time: 1 day, 1:47:08
2023-07-26 06:56:43,652 semantic_segmentation INFO: Iters: 94720/150000 || Lr: 0.008145 || Task Loss: 0.3217 || KD Loss: 0.0845|| 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, 20:10:28 || Estimated Time: 1 day, 1:46:50
2023-07-26 06:56:59,547 semantic_segmentation INFO: Iters: 94730/150000 || Lr: 0.008143 || Task Loss: 0.4978 || KD Loss: 0.1041|| 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, 20:10:44 || Estimated Time: 1 day, 1:46:33
2023-07-26 06:57:15,437 semantic_segmentation INFO: Iters: 94740/150000 || Lr: 0.008142 || Task Loss: 0.3389 || KD Loss: 0.0617|| 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, 20:10:59 || Estimated Time: 1 day, 1:46:16
2023-07-26 06:57:31,318 semantic_segmentation INFO: Iters: 94750/150000 || Lr: 0.008141 || Task Loss: 0.4781 || KD Loss: 0.0902|| 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, 20:11:15 || Estimated Time: 1 day, 1:45:58
2023-07-26 06:57:47,269 semantic_segmentation INFO: Iters: 94760/150000 || Lr: 0.008139 || Task Loss: 0.5109 || KD Loss: 0.0994|| 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, 20:11:31 || Estimated Time: 1 day, 1:45:41
2023-07-26 06:58:03,224 semantic_segmentation INFO: Iters: 94770/150000 || Lr: 0.008138 || Task Loss: 0.2359 || KD Loss: 0.0359|| 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, 20:11:47 || Estimated Time: 1 day, 1:45:24
2023-07-26 06:58:19,152 semantic_segmentation INFO: Iters: 94780/150000 || Lr: 0.008137 || Task Loss: 0.4089 || KD Loss: 0.0644|| 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, 20:12:03 || Estimated Time: 1 day, 1:45:07
2023-07-26 06:58:35,070 semantic_segmentation INFO: Iters: 94790/150000 || Lr: 0.008135 || Task Loss: 0.2766 || KD Loss: 0.0312|| 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, 20:12:19 || Estimated Time: 1 day, 1:44:49
2023-07-26 06:58:50,985 semantic_segmentation INFO: Iters: 94800/150000 || Lr: 0.008134 || Task Loss: 0.2858 || KD Loss: 0.0477|| 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, 20:12:35 || Estimated Time: 1 day, 1:44:32
2023-07-26 06:59:06,917 semantic_segmentation INFO: Iters: 94810/150000 || Lr: 0.008133 || Task Loss: 0.3124 || KD Loss: 0.0528|| 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, 20:12:51 || Estimated Time: 1 day, 1:44:15
2023-07-26 06:59:22,837 semantic_segmentation INFO: Iters: 94820/150000 || Lr: 0.008131 || Task Loss: 0.3852 || KD Loss: 0.0474|| 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, 20:13:07 || Estimated Time: 1 day, 1:43:57
2023-07-26 06:59:38,814 semantic_segmentation INFO: Iters: 94830/150000 || Lr: 0.008130 || Task Loss: 0.3242 || KD Loss: 0.0592|| 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, 20:13:23 || Estimated Time: 1 day, 1:43:40
2023-07-26 06:59:54,788 semantic_segmentation INFO: Iters: 94840/150000 || Lr: 0.008129 || Task Loss: 0.2704 || KD Loss: 0.0379|| 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, 20:13:39 || Estimated Time: 1 day, 1:43:23
2023-07-26 07:00:10,784 semantic_segmentation INFO: Iters: 94850/150000 || Lr: 0.008127 || Task Loss: 0.3347 || KD Loss: 0.0814|| 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, 20:13:55 || Estimated Time: 1 day, 1:43:06
2023-07-26 07:00:26,763 semantic_segmentation INFO: Iters: 94860/150000 || Lr: 0.008126 || Task Loss: 0.3202 || KD Loss: 0.0525|| 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, 20:14:11 || Estimated Time: 1 day, 1:42:48
2023-07-26 07:00:42,731 semantic_segmentation INFO: Iters: 94870/150000 || Lr: 0.008125 || Task Loss: 0.3293 || KD Loss: 0.0563|| 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, 20:14:27 || Estimated Time: 1 day, 1:42:31
2023-07-26 07:00:58,808 semantic_segmentation INFO: Iters: 94880/150000 || Lr: 0.008123 || Task Loss: 0.3725 || KD Loss: 0.0508|| 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, 20:14:43 || Estimated Time: 1 day, 1:42:14
2023-07-26 07:01:14,784 semantic_segmentation INFO: Iters: 94890/150000 || Lr: 0.008122 || Task Loss: 0.4403 || KD Loss: 0.0661|| 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, 20:14:59 || Estimated Time: 1 day, 1:41:57
2023-07-26 07:01:30,751 semantic_segmentation INFO: Iters: 94900/150000 || Lr: 0.008121 || Task Loss: 0.5402 || KD Loss: 0.0861|| 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, 20:15:15 || Estimated Time: 1 day, 1:41:39
2023-07-26 07:01:46,721 semantic_segmentation INFO: Iters: 94910/150000 || Lr: 0.008119 || Task Loss: 0.4271 || KD Loss: 0.0760|| 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, 20:15:31 || Estimated Time: 1 day, 1:41:22
2023-07-26 07:02:02,690 semantic_segmentation INFO: Iters: 94920/150000 || Lr: 0.008118 || Task Loss: 0.2936 || KD Loss: 0.0407|| 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, 20:15:47 || Estimated Time: 1 day, 1:41:05
2023-07-26 07:02:18,650 semantic_segmentation INFO: Iters: 94930/150000 || Lr: 0.008117 || Task Loss: 0.3264 || KD Loss: 0.0574|| 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, 20:16:03 || Estimated Time: 1 day, 1:40:48
2023-07-26 07:02:34,593 semantic_segmentation INFO: Iters: 94940/150000 || Lr: 0.008115 || Task Loss: 0.2858 || KD Loss: 0.0499|| 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, 20:16:19 || Estimated Time: 1 day, 1:40:30
2023-07-26 07:02:50,491 semantic_segmentation INFO: Iters: 94950/150000 || Lr: 0.008114 || Task Loss: 0.4696 || KD Loss: 0.0733|| 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, 20:16:34 || Estimated Time: 1 day, 1:40:13
2023-07-26 07:03:06,477 semantic_segmentation INFO: Iters: 94960/150000 || Lr: 0.008113 || Task Loss: 0.4017 || KD Loss: 0.0696|| 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, 20:16:50 || Estimated Time: 1 day, 1:39:56
2023-07-26 07:03:22,425 semantic_segmentation INFO: Iters: 94970/150000 || Lr: 0.008111 || Task Loss: 0.3064 || KD Loss: 0.0539|| 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, 20:17:06 || Estimated Time: 1 day, 1:39:39
2023-07-26 07:03:38,399 semantic_segmentation INFO: Iters: 94980/150000 || Lr: 0.008110 || Task Loss: 0.5085 || KD Loss: 0.1103|| 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, 20:17:22 || Estimated Time: 1 day, 1:39:21
2023-07-26 07:03:54,375 semantic_segmentation INFO: Iters: 94990/150000 || Lr: 0.008109 || Task Loss: 0.4284 || KD Loss: 0.1341|| 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, 20:17:38 || Estimated Time: 1 day, 1:39:04
2023-07-26 07:04:10,364 semantic_segmentation INFO: Iters: 95000/150000 || Lr: 0.008107 || Task Loss: 0.2163 || KD Loss: 0.0344|| 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, 20:17:54 || Estimated Time: 1 day, 1:38:47
2023-07-26 07:04:26,315 semantic_segmentation INFO: Iters: 95010/150000 || Lr: 0.008106 || Task Loss: 0.5903 || KD Loss: 0.0920|| 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, 20:18:10 || Estimated Time: 1 day, 1:38:29
2023-07-26 07:04:42,236 semantic_segmentation INFO: Iters: 95020/150000 || Lr: 0.008105 || Task Loss: 0.2537 || KD Loss: 0.0548|| 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, 20:18:26 || Estimated Time: 1 day, 1:38:12
2023-07-26 07:04:58,184 semantic_segmentation INFO: Iters: 95030/150000 || Lr: 0.008103 || Task Loss: 0.2992 || KD Loss: 0.0805|| 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, 20:18:42 || Estimated Time: 1 day, 1:37:55
2023-07-26 07:05:14,033 semantic_segmentation INFO: Iters: 95040/150000 || Lr: 0.008102 || Task Loss: 0.3303 || KD Loss: 0.0567|| 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, 20:18:58 || Estimated Time: 1 day, 1:37:38
2023-07-26 07:05:29,940 semantic_segmentation INFO: Iters: 95050/150000 || Lr: 0.008101 || Task Loss: 0.4216 || KD Loss: 0.0688|| 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, 20:19:14 || Estimated Time: 1 day, 1:37:20
2023-07-26 07:05:47,464 semantic_segmentation INFO: Iters: 95060/150000 || Lr: 0.008099 || Task Loss: 0.2448 || KD Loss: 0.0433|| 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, 20:19:31 || Estimated Time: 1 day, 1:37:04
2023-07-26 07:06:05,127 semantic_segmentation INFO: Iters: 95070/150000 || Lr: 0.008098 || Task Loss: 0.3619 || KD Loss: 0.0568|| 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, 20:19:49 || Estimated Time: 1 day, 1:36:48
2023-07-26 07:06:21,051 semantic_segmentation INFO: Iters: 95080/150000 || Lr: 0.008097 || Task Loss: 0.2961 || KD Loss: 0.0469|| 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, 20:20:05 || Estimated Time: 1 day, 1:36:30
2023-07-26 07:06:36,969 semantic_segmentation INFO: Iters: 95090/150000 || Lr: 0.008095 || Task Loss: 0.3258 || KD Loss: 0.0434|| 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, 20:20:21 || Estimated Time: 1 day, 1:36:13
2023-07-26 07:06:52,978 semantic_segmentation INFO: Iters: 95100/150000 || Lr: 0.008094 || Task Loss: 0.3754 || KD Loss: 0.0712|| 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, 20:20:37 || Estimated Time: 1 day, 1:35:56
2023-07-26 07:07:08,964 semantic_segmentation INFO: Iters: 95110/150000 || Lr: 0.008093 || Task Loss: 0.2431 || KD Loss: 0.0594|| 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, 20:20:53 || Estimated Time: 1 day, 1:35:39
2023-07-26 07:07:24,917 semantic_segmentation INFO: Iters: 95120/150000 || Lr: 0.008091 || Task Loss: 0.4901 || KD Loss: 0.0801|| 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, 20:21:09 || Estimated Time: 1 day, 1:35:21
2023-07-26 07:07:40,970 semantic_segmentation INFO: Iters: 95130/150000 || Lr: 0.008090 || Task Loss: 0.4192 || KD Loss: 0.0881|| 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, 20:21:25 || Estimated Time: 1 day, 1:35:04
2023-07-26 07:07:56,887 semantic_segmentation INFO: Iters: 95140/150000 || Lr: 0.008089 || Task Loss: 0.3929 || KD Loss: 0.0974|| 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, 20:21:41 || Estimated Time: 1 day, 1:34:47
2023-07-26 07:08:12,850 semantic_segmentation INFO: Iters: 95150/150000 || Lr: 0.008087 || Task Loss: 0.4039 || KD Loss: 0.0742|| 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, 20:21:57 || Estimated Time: 1 day, 1:34:30
2023-07-26 07:08:28,746 semantic_segmentation INFO: Iters: 95160/150000 || Lr: 0.008086 || Task Loss: 0.3196 || KD Loss: 0.0510|| 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, 20:22:13 || Estimated Time: 1 day, 1:34:12
2023-07-26 07:08:44,651 semantic_segmentation INFO: Iters: 95170/150000 || Lr: 0.008085 || Task Loss: 0.3054 || KD Loss: 0.0427|| 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, 20:22:29 || Estimated Time: 1 day, 1:33:55
2023-07-26 07:09:00,544 semantic_segmentation INFO: Iters: 95180/150000 || Lr: 0.008084 || Task Loss: 0.3799 || KD Loss: 0.0754|| 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, 20:22:45 || Estimated Time: 1 day, 1:33:38
2023-07-26 07:09:16,515 semantic_segmentation INFO: Iters: 95190/150000 || Lr: 0.008082 || Task Loss: 0.3108 || KD Loss: 0.0483|| 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, 20:23:00 || Estimated Time: 1 day, 1:33:20
2023-07-26 07:09:32,496 semantic_segmentation INFO: Iters: 95200/150000 || Lr: 0.008081 || Task Loss: 0.2867 || KD Loss: 0.0571|| 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, 20:23:16 || Estimated Time: 1 day, 1:33:03
2023-07-26 07:09:32,606 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:09:33,054 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 07:09:33,088 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.134
2023-07-26 07:09:33,100 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.164
2023-07-26 07:09:33,114 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.164
2023-07-26 07:09:33,127 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.238
2023-07-26 07:09:33,139 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.284
2023-07-26 07:09:33,152 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.328
2023-07-26 07:09:33,166 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.333
2023-07-26 07:09:33,178 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.349
2023-07-26 07:09:33,191 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.384
2023-07-26 07:09:33,205 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.935, mIoU: 0.385
2023-07-26 07:09:33,219 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.408
2023-07-26 07:09:33,231 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.421
2023-07-26 07:09:33,245 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.408
2023-07-26 07:09:33,258 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.408
2023-07-26 07:09:33,273 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.403
2023-07-26 07:09:33,285 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.927, mIoU: 0.386
2023-07-26 07:09:33,298 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.387
2023-07-26 07:09:33,312 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.399
2023-07-26 07:09:33,327 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.457
2023-07-26 07:09:33,341 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.434
2023-07-26 07:09:33,356 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.441
2023-07-26 07:09:33,370 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.472
2023-07-26 07:09:33,386 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.488
2023-07-26 07:09:33,401 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.929, mIoU: 0.491
2023-07-26 07:09:33,415 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.500
2023-07-26 07:09:33,429 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.503
2023-07-26 07:09:33,440 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.504
2023-07-26 07:09:33,455 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.494
2023-07-26 07:09:33,469 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.494
2023-07-26 07:09:33,483 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.500
2023-07-26 07:09:33,498 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.500
2023-07-26 07:09:33,513 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.512
2023-07-26 07:09:33,527 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.510
2023-07-26 07:09:33,542 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.555
2023-07-26 07:09:33,557 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.556
2023-07-26 07:09:33,569 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.554
2023-07-26 07:09:33,582 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.600
2023-07-26 07:09:33,598 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.602
2023-07-26 07:09:33,610 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.600
2023-07-26 07:09:33,623 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.619
2023-07-26 07:09:33,637 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.619
2023-07-26 07:09:33,650 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.612
2023-07-26 07:09:33,663 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.612
2023-07-26 07:09:33,677 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-26 07:09:33,692 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.620
2023-07-26 07:09:33,704 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.625
2023-07-26 07:09:33,716 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-26 07:09:33,730 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.628
2023-07-26 07:09:33,745 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-26 07:09:33,759 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-26 07:09:33,774 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.617
2023-07-26 07:09:33,786 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.614
2023-07-26 07:09:33,801 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.612
2023-07-26 07:09:33,815 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.617
2023-07-26 07:09:33,828 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.615
2023-07-26 07:09:33,842 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-26 07:09:33,858 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-26 07:09:33,871 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-26 07:09:33,885 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-26 07:09:33,898 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-26 07:09:33,912 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-26 07:09:33,924 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-26 07:09:33,941 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-26 07:09:33,954 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-26 07:09:33,968 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-26 07:09:33,982 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-26 07:09:33,994 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-26 07:09:34,008 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-26 07:09:34,023 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-26 07:09:34,037 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-26 07:09:34,050 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-26 07:09:34,065 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-26 07:09:34,079 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-26 07:09:34,093 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-26 07:09:34,108 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.700
2023-07-26 07:09:34,122 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 07:09:34,132 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:34,147 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:09:34,162 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:34,175 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:09:34,189 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 07:09:34,203 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:09:34,218 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 07:09:34,232 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 07:09:34,247 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 07:09:34,261 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 07:09:34,275 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 07:09:34,290 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:09:34,304 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:34,318 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:34,333 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:34,347 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:34,362 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 07:09:34,376 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:34,390 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:34,402 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 07:09:34,414 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 07:09:34,429 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 07:09:34,441 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 07:09:34,455 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 07:09:34,468 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:09:34,481 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:09:34,494 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:09:34,508 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:09:34,520 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 07:09:34,534 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 07:09:34,548 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 07:09:34,560 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.701
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2023-07-26 07:09:34,625 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.703
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2023-07-26 07:09:34,664 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.694
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2023-07-26 07:09:34,705 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 07:09:34,720 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-26 07:09:34,733 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 07:09:34,745 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.692
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2023-07-26 07:09:34,775 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-26 07:09:34,784 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-26 07:09:34,795 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.693
2023-07-26 07:09:34,810 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.695
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2023-07-26 07:09:34,831 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-26 07:09:34,846 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-26 07:09:34,860 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-26 07:09:34,872 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-26 07:09:34,886 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-26 07:09:34,898 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-26 07:09:34,910 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-26 07:09:34,924 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-26 07:09:34,936 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-26 07:09:34,951 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-26 07:09:34,963 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-26 07:09:34,977 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.697
2023-07-26 07:09:34,992 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.698
2023-07-26 07:09:35,006 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-26 07:09:35,020 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-26 07:09:35,035 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-26 07:09:35,048 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-26 07:09:35,062 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.703
2023-07-26 07:09:35,076 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-26 07:09:35,086 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 07:09:35,100 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 07:09:35,115 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 07:09:35,128 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 07:09:35,141 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 07:09:35,153 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 07:09:35,238 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 07:09:35,253 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 07:09:35,267 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 07:09:35,279 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 07:09:35,294 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 07:09:35,307 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-26 07:09:35,320 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-26 07:09:35,332 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:09:35,345 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-26 07:09:35,359 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-26 07:09:35,373 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-26 07:09:35,387 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.669
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2023-07-26 07:09:35,414 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.671
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2023-07-26 07:09:35,497 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.672
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2023-07-26 07:09:35,611 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.927, mIoU: 0.670
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2023-07-26 07:09:36,124 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.929, mIoU: 0.684
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2023-07-26 07:09:36,207 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.929, mIoU: 0.683
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2023-07-26 07:09:38,899 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:38,914 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:38,927 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:38,941 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 07:09:38,955 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:38,968 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:38,982 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:38,997 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,010 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,024 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,039 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 07:09:39,053 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,067 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,082 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,096 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 07:09:39,109 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 07:09:39,124 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 07:09:39,137 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,149 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-26 07:09:39,179 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:39,193 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:39,207 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,219 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,233 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,246 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,256 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,269 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 07:09:39,282 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 07:09:39,297 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,311 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,325 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,340 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,355 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 07:09:39,364 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,374 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,387 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,400 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,414 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:39,426 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:39,441 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:39,456 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:39,471 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:39,485 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-26 07:09:39,511 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:39,526 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,540 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,552 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,567 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,578 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:39,592 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 07:09:39,648 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.928, mIoU: 0.691
2023-07-26 07:09:39,657 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 07:09:39,698 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,709 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,722 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,734 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,748 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:09:39,762 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:09:39,776 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,784 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,798 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:39,812 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:09:39,824 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:09:39,838 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:09:39,853 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:39,865 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:39,880 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:39,893 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:39,908 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 07:09:39,923 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:39,938 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 07:09:39,953 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:39,966 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:09:39,979 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.930, mIoU: 0.696
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2023-07-26 07:09:40,007 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:09:40,021 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 07:09:40,050 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 07:09:40,065 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 07:09:40,079 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:40,091 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:40,105 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:40,120 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:40,135 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:09:40,149 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:09:40,163 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:09:40,175 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:09:40,189 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:40,203 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:40,215 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 07:09:40,229 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 07:09:40,240 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:40,254 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 07:09:40,266 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 07:09:40,277 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 07:09:40,289 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 07:09:40,302 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 07:09:40,316 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 07:09:40,330 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 07:09:40,344 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 07:09:40,352 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 07:09:40,367 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 07:09:40,383 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:40,397 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 07:09:40,426 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 07:09:40,452 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:40,466 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 07:09:40,519 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,533 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 07:09:40,603 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,619 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,631 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,645 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 07:09:40,659 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 07:09:40,685 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 07:09:40,699 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 07:09:40,739 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.930, mIoU: 0.701
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2023-07-26 07:09:40,767 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:40,782 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 07:09:40,872 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,886 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,900 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,912 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 07:09:40,924 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:40,936 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.930, mIoU: 0.699
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2023-07-26 07:09:40,992 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:41,006 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 07:09:41,019 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 07:09:41,216 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 07:09:41,470 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-26 07:09:41,568 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 07:09:41,583 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 07:09:41,596 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 07:09:41,610 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 07:09:41,624 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 07:09:41,640 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 07:09:41,659 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 07:09:41,674 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 07:09:41,689 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 07:09:41,698 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 07:09:41,711 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 07:09:41,726 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 07:09:41,738 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,752 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 07:09:41,765 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 07:09:41,778 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 07:09:41,793 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,808 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,823 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,837 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,849 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,862 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,874 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,888 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,901 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 07:09:41,916 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 07:09:41,929 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 07:09:41,943 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 07:09:41,957 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:41,969 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:41,983 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:41,996 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:42,008 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:42,020 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:42,033 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:09:42,048 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,063 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,076 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,090 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,105 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,120 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,132 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,145 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,153 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,167 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,181 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,196 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,210 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,225 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,239 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,254 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,268 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,280 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,294 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,307 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,321 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,335 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,347 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,359 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,371 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,385 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,399 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,411 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,424 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,437 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:42,452 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,464 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,477 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,490 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,501 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:09:42,516 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,531 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,545 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,560 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,574 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,589 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,601 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,617 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:42,631 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,648 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,662 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,675 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,690 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,701 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,713 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:42,725 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,739 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,753 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,765 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,777 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,790 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,803 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:42,817 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:42,830 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:42,844 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:42,856 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:42,870 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,883 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,896 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,911 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,924 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,939 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:42,952 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:42,966 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:42,981 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:42,994 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,006 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,021 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,036 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:43,050 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:43,065 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:43,076 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:09:43,088 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,102 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,114 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,129 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,145 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,158 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,172 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,185 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,199 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,214 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,226 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,239 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,253 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,268 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,281 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:43,295 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,310 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,324 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,336 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,351 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,365 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,381 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,394 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,409 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,422 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,436 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,448 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,461 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,475 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,489 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,501 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,516 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,531 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,545 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,560 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,572 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,584 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,597 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,610 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,623 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,635 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:43,650 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,662 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,675 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,688 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,703 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,717 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,732 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,745 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,757 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,772 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,786 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:43,800 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,814 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:43,827 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:43,839 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,850 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,865 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,880 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,893 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,906 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,917 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,929 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,943 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,957 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,970 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:43,984 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:43,996 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,011 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,023 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,037 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,049 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,063 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,077 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,090 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,105 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,120 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,135 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,149 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,164 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,178 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,192 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,206 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,221 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,235 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,248 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,261 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,273 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,288 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,301 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:44,316 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:44,329 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,340 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,353 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,368 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,381 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,393 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:44,408 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:44,422 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:44,434 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,447 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:44,461 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:44,474 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,486 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,496 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:44,512 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:44,526 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:44,540 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:44,552 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:44,565 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:44,579 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:44,593 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:09:44,607 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 07:09:44,619 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,633 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,645 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,658 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,671 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,683 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,698 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,710 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,724 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,738 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,752 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,765 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,779 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,792 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,805 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,820 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,833 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,848 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,862 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,871 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,885 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,897 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,911 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,925 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,940 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:09:44,953 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,967 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,982 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:44,996 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,011 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,026 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,038 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,053 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,067 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,082 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:45,094 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:45,108 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:45,123 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,138 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,150 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,164 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,178 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,191 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,204 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,218 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,230 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,243 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,255 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,268 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:45,282 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:45,296 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,310 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,325 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,339 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,352 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,364 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,379 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,392 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,405 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,420 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,435 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,449 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,464 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,477 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,490 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,505 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,519 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,531 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,545 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,557 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,572 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,585 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:09:45,600 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,614 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,628 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,637 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,652 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:09:45,666 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,678 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,691 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,705 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:45,719 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,731 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 07:09:45,745 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,758 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 07:09:45,772 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,786 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,800 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,815 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,830 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,842 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,856 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,869 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,883 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:09:45,895 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,908 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,923 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,936 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,943 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,956 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,968 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:45,979 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:45,990 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:46,004 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:09:46,018 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:46,032 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:09:46,043 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:46,055 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:09:46,069 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:46,079 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:46,094 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:09:46,106 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,120 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,135 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,149 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,163 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,173 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,186 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,199 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,213 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,227 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,241 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,253 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,263 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,273 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,285 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,296 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,310 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,322 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,336 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,351 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,365 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,378 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,393 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,407 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,421 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,438 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,453 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,467 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,480 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,495 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,507 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,520 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,534 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,547 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,563 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,575 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,590 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,605 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,623 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,638 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,651 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,666 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,680 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:09:46,695 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,709 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,721 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,734 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:09:46,748 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 07:09:46,762 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:09:46,776 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:09:46,789 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:09:46,804 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:09:46,818 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:09:46,831 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,845 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,857 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 07:09:46,871 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,881 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:46,893 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,907 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:46,918 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:46,931 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:46,945 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:46,960 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,975 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:46,990 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,004 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,019 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,031 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,046 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:47,058 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,073 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,087 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:47,100 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:47,114 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:47,127 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:09:47,142 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,156 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,170 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,184 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,198 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,210 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,221 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,235 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,247 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,259 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,273 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,287 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,300 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,313 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:09:47,324 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,338 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,352 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,367 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,380 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,392 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,406 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,420 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,434 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,449 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,464 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 07:09:47,478 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,491 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,505 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,519 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,533 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,546 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,560 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,572 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,586 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,600 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 07:09:47,615 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,628 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:09:47,642 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:09:47,656 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,670 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,683 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,696 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,711 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,724 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,739 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,753 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,767 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,779 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,794 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,809 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,821 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:47,835 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-26 07:09:47,856 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-26 07:09:47,911 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,925 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,937 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,950 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,964 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,978 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:47,993 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:09:48,009 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:09:48,022 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:09:48,039 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:09:48,052 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:09:48,065 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:09:48,079 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,093 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,108 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,119 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,133 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,147 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,161 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,175 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,189 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,201 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,215 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:48,228 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,240 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,254 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:09:48,268 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-26 07:09:48,497 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:48,510 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 07:09:48,525 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.929, mIoU: 0.688
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2023-07-26 07:09:48,662 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-26 07:09:49,319 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,333 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 07:09:49,401 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,415 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,429 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,439 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 07:09:49,453 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:09:49,468 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:09:49,483 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:09:49,496 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:09:49,509 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:09:49,523 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:09:49,536 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,550 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,563 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,578 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,590 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,603 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,617 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,632 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,646 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:09:49,660 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,675 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,688 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,702 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,715 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,729 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,743 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,755 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,768 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,783 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,797 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,811 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,823 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,836 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,850 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:49,865 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,877 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,889 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,903 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,918 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,932 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,946 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,960 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,975 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:49,987 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,001 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,015 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,027 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,042 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,056 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,070 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,084 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,098 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,112 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,126 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,140 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,155 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,169 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,183 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:50,197 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,211 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,225 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,238 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,250 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,264 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,279 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,291 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,305 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,319 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,333 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,347 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,361 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,375 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,389 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,401 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,413 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,426 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,438 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,450 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,465 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,479 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,492 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 07:09:50,506 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,521 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,532 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,545 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,559 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,574 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,588 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,602 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,615 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:50,629 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:09:50,644 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,656 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,671 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,685 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,700 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,712 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,726 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,741 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,754 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,768 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,780 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,794 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,808 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,822 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:50,836 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,848 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,862 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,877 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,891 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,905 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,919 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,934 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,948 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,958 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,971 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,984 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:50,996 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,012 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,026 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,040 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,051 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,064 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,076 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,091 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,104 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,118 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,132 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,144 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,158 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,173 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,185 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,199 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,214 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,226 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,240 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,251 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,266 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-26 07:09:51,295 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,309 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,321 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,334 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,347 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:09:51,361 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,375 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:51,388 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 07:09:51,400 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 07:09:51,429 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:51,443 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:09:51,455 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,468 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,484 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,499 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,514 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 07:09:51,528 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 07:09:51,562 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 07:09:51,643 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 07:09:51,826 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 07:09:51,839 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 07:09:51,851 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 07:09:51,879 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 07:09:51,907 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:51,922 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 07:09:51,950 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 07:09:51,990 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 07:09:52,019 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,033 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,047 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,060 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,074 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,088 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,102 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,115 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,129 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,143 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,156 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,168 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,182 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,194 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,208 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,221 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,235 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,249 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,262 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,275 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,284 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,298 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,309 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,323 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,337 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,350 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,364 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,374 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,383 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,398 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,412 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 07:09:52,426 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,438 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,451 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,465 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,477 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,491 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,505 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,519 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,534 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,546 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,559 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,573 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,587 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,599 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,612 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,626 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:09:52,640 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,654 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,666 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,680 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,694 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.926, mIoU: 0.680
2023-07-26 07:09:52,710 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.926, mIoU: 0.678
2023-07-26 07:10:08,637 semantic_segmentation INFO: Iters: 95210/150000 || Lr: 0.008080 || Task Loss: 0.2512 || KD Loss: 0.0469|| 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, 20:23:53 || Estimated Time: 1 day, 1:32:58
2023-07-26 07:10:24,490 semantic_segmentation INFO: Iters: 95220/150000 || Lr: 0.008078 || Task Loss: 0.2634 || KD Loss: 0.0455|| 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, 20:24:08 || Estimated Time: 1 day, 1:32:40
2023-07-26 07:10:40,428 semantic_segmentation INFO: Iters: 95230/150000 || Lr: 0.008077 || Task Loss: 0.2739 || KD Loss: 0.0344|| 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, 20:24:24 || Estimated Time: 1 day, 1:32:23
2023-07-26 07:10:56,428 semantic_segmentation INFO: Iters: 95240/150000 || Lr: 0.008076 || Task Loss: 0.3231 || KD Loss: 0.0466|| 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, 20:24:40 || Estimated Time: 1 day, 1:32:06
2023-07-26 07:11:12,432 semantic_segmentation INFO: Iters: 95250/150000 || Lr: 0.008074 || Task Loss: 0.4790 || KD Loss: 0.1013|| 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, 20:24:56 || Estimated Time: 1 day, 1:31:48
2023-07-26 07:11:28,375 semantic_segmentation INFO: Iters: 95260/150000 || Lr: 0.008073 || Task Loss: 0.3059 || KD Loss: 0.0580|| 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, 20:25:12 || Estimated Time: 1 day, 1:31:31
2023-07-26 07:11:44,311 semantic_segmentation INFO: Iters: 95270/150000 || Lr: 0.008072 || Task Loss: 0.3885 || KD Loss: 0.1234|| 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, 20:25:28 || Estimated Time: 1 day, 1:31:14
2023-07-26 07:12:00,340 semantic_segmentation INFO: Iters: 95280/150000 || Lr: 0.008070 || Task Loss: 0.3764 || KD Loss: 0.0809|| 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, 20:25:44 || Estimated Time: 1 day, 1:30:57
2023-07-26 07:12:16,330 semantic_segmentation INFO: Iters: 95290/150000 || Lr: 0.008069 || Task Loss: 0.3171 || KD Loss: 0.0378|| 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, 20:26:00 || Estimated Time: 1 day, 1:30:39
2023-07-26 07:12:32,343 semantic_segmentation INFO: Iters: 95300/150000 || Lr: 0.008068 || Task Loss: 0.3546 || KD Loss: 0.0659|| 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, 20:26:16 || Estimated Time: 1 day, 1:30:22
2023-07-26 07:12:48,372 semantic_segmentation INFO: Iters: 95310/150000 || Lr: 0.008066 || Task Loss: 0.4443 || KD Loss: 0.0853|| 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, 20:26:32 || Estimated Time: 1 day, 1:30:05
2023-07-26 07:13:04,390 semantic_segmentation INFO: Iters: 95320/150000 || Lr: 0.008065 || Task Loss: 0.3635 || 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: 1 day, 20:26:48 || Estimated Time: 1 day, 1:29:48
2023-07-26 07:13:20,391 semantic_segmentation INFO: Iters: 95330/150000 || Lr: 0.008064 || Task Loss: 0.2413 || KD Loss: 0.0632|| 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, 20:27:04 || Estimated Time: 1 day, 1:29:31
2023-07-26 07:13:36,367 semantic_segmentation INFO: Iters: 95340/150000 || Lr: 0.008062 || Task Loss: 0.3990 || KD Loss: 0.0880|| 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, 20:27:20 || Estimated Time: 1 day, 1:29:13
2023-07-26 07:13:52,391 semantic_segmentation INFO: Iters: 95350/150000 || Lr: 0.008061 || Task Loss: 0.5068 || KD Loss: 0.1308|| 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, 20:27:36 || Estimated Time: 1 day, 1:28:56
2023-07-26 07:14:08,295 semantic_segmentation INFO: Iters: 95360/150000 || Lr: 0.008060 || Task Loss: 0.2903 || KD Loss: 0.0502|| 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, 20:27:52 || Estimated Time: 1 day, 1:28:39
2023-07-26 07:14:24,315 semantic_segmentation INFO: Iters: 95370/150000 || Lr: 0.008058 || Task Loss: 0.3055 || KD Loss: 0.0483|| 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, 20:28:08 || Estimated Time: 1 day, 1:28:22
2023-07-26 07:14:40,284 semantic_segmentation INFO: Iters: 95380/150000 || Lr: 0.008057 || Task Loss: 0.3667 || KD Loss: 0.0482|| 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, 20:28:24 || Estimated Time: 1 day, 1:28:04
2023-07-26 07:14:56,303 semantic_segmentation INFO: Iters: 95390/150000 || Lr: 0.008056 || Task Loss: 0.3619 || KD Loss: 0.0587|| 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, 20:28:40 || Estimated Time: 1 day, 1:27:47
2023-07-26 07:15:12,275 semantic_segmentation INFO: Iters: 95400/150000 || Lr: 0.008054 || Task Loss: 0.2627 || KD Loss: 0.0504|| 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, 20:28:56 || Estimated Time: 1 day, 1:27:30
2023-07-26 07:15:28,321 semantic_segmentation INFO: Iters: 95410/150000 || Lr: 0.008053 || Task Loss: 0.3668 || KD Loss: 0.0423|| 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, 20:29:12 || Estimated Time: 1 day, 1:27:13
2023-07-26 07:15:44,323 semantic_segmentation INFO: Iters: 95420/150000 || Lr: 0.008052 || Task Loss: 0.4323 || KD Loss: 0.1173|| 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, 20:29:28 || Estimated Time: 1 day, 1:26:55
2023-07-26 07:16:00,274 semantic_segmentation INFO: Iters: 95430/150000 || Lr: 0.008050 || Task Loss: 0.3532 || KD Loss: 0.0452|| 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, 20:29:44 || Estimated Time: 1 day, 1:26:38
2023-07-26 07:16:16,224 semantic_segmentation INFO: Iters: 95440/150000 || Lr: 0.008049 || Task Loss: 0.4469 || KD Loss: 0.1037|| 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, 20:30:00 || Estimated Time: 1 day, 1:26:21
2023-07-26 07:16:32,163 semantic_segmentation INFO: Iters: 95450/150000 || Lr: 0.008048 || Task Loss: 0.3289 || KD Loss: 0.0620|| 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, 20:30:16 || Estimated Time: 1 day, 1:26:04
2023-07-26 07:16:48,129 semantic_segmentation INFO: Iters: 95460/150000 || Lr: 0.008046 || Task Loss: 0.3527 || KD Loss: 0.0741|| 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, 20:30:32 || Estimated Time: 1 day, 1:25:46
2023-07-26 07:17:04,088 semantic_segmentation INFO: Iters: 95470/150000 || Lr: 0.008045 || Task Loss: 0.4156 || KD Loss: 0.0719|| 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: 1 day, 20:30:48 || Estimated Time: 1 day, 1:25:29
2023-07-26 07:17:19,989 semantic_segmentation INFO: Iters: 95480/150000 || Lr: 0.008044 || Task Loss: 0.3982 || KD Loss: 0.1011|| 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, 20:31:04 || Estimated Time: 1 day, 1:25:12
2023-07-26 07:17:35,891 semantic_segmentation INFO: Iters: 95490/150000 || Lr: 0.008042 || Task Loss: 0.6221 || KD Loss: 0.1338|| 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, 20:31:20 || Estimated Time: 1 day, 1:24:54
2023-07-26 07:17:51,830 semantic_segmentation INFO: Iters: 95500/150000 || Lr: 0.008041 || Task Loss: 0.2836 || KD Loss: 0.0428|| 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, 20:31:36 || Estimated Time: 1 day, 1:24:37
2023-07-26 07:18:07,999 semantic_segmentation INFO: Iters: 95510/150000 || Lr: 0.008040 || Task Loss: 0.3784 || KD Loss: 0.0840|| 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, 20:31:52 || Estimated Time: 1 day, 1:24:20
2023-07-26 07:18:23,868 semantic_segmentation INFO: Iters: 95520/150000 || Lr: 0.008038 || Task Loss: 0.2894 || KD Loss: 0.0585|| 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, 20:32:08 || Estimated Time: 1 day, 1:24:03
2023-07-26 07:18:39,744 semantic_segmentation INFO: Iters: 95530/150000 || Lr: 0.008037 || Task Loss: 0.2779 || KD Loss: 0.0511|| 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, 20:32:24 || Estimated Time: 1 day, 1:23:45
2023-07-26 07:18:55,679 semantic_segmentation INFO: Iters: 95540/150000 || Lr: 0.008036 || Task Loss: 0.3385 || KD Loss: 0.0462|| 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, 20:32:40 || Estimated Time: 1 day, 1:23:28
2023-07-26 07:19:11,609 semantic_segmentation INFO: Iters: 95550/150000 || Lr: 0.008034 || Task Loss: 0.4252 || KD Loss: 0.0700|| 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, 20:32:56 || Estimated Time: 1 day, 1:23:11
2023-07-26 07:19:27,519 semantic_segmentation INFO: Iters: 95560/150000 || Lr: 0.008033 || Task Loss: 0.3232 || KD Loss: 0.0350|| 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, 20:33:11 || Estimated Time: 1 day, 1:22:54
2023-07-26 07:19:43,449 semantic_segmentation INFO: Iters: 95570/150000 || Lr: 0.008032 || Task Loss: 0.3952 || KD Loss: 0.0733|| 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, 20:33:27 || Estimated Time: 1 day, 1:22:36
2023-07-26 07:19:59,440 semantic_segmentation INFO: Iters: 95580/150000 || Lr: 0.008030 || Task Loss: 0.6398 || KD Loss: 0.1667|| 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, 20:33:43 || Estimated Time: 1 day, 1:22:19
2023-07-26 07:20:15,402 semantic_segmentation INFO: Iters: 95590/150000 || Lr: 0.008029 || Task Loss: 0.3649 || KD Loss: 0.0814|| 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, 20:33:59 || Estimated Time: 1 day, 1:22:02
2023-07-26 07:20:31,318 semantic_segmentation INFO: Iters: 95600/150000 || Lr: 0.008028 || Task Loss: 0.2181 || KD Loss: 0.0403|| 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, 20:34:15 || Estimated Time: 1 day, 1:21:45
2023-07-26 07:20:47,257 semantic_segmentation INFO: Iters: 95610/150000 || Lr: 0.008026 || Task Loss: 0.2973 || KD Loss: 0.0500|| 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, 20:34:31 || Estimated Time: 1 day, 1:21:27
2023-07-26 07:21:03,255 semantic_segmentation INFO: Iters: 95620/150000 || Lr: 0.008025 || Task Loss: 0.4109 || KD Loss: 0.1058|| 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, 20:34:47 || Estimated Time: 1 day, 1:21:10
2023-07-26 07:21:19,195 semantic_segmentation INFO: Iters: 95630/150000 || Lr: 0.008024 || Task Loss: 0.4029 || KD Loss: 0.0421|| 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, 20:35:03 || Estimated Time: 1 day, 1:20:53
2023-07-26 07:21:35,202 semantic_segmentation INFO: Iters: 95640/150000 || Lr: 0.008022 || Task Loss: 0.3370 || KD Loss: 0.0712|| 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, 20:35:19 || Estimated Time: 1 day, 1:20:36
2023-07-26 07:21:51,154 semantic_segmentation INFO: Iters: 95650/150000 || Lr: 0.008021 || Task Loss: 0.3174 || KD Loss: 0.0555|| 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, 20:35:35 || Estimated Time: 1 day, 1:20:18
2023-07-26 07:22:07,052 semantic_segmentation INFO: Iters: 95660/150000 || Lr: 0.008020 || Task Loss: 0.4237 || KD Loss: 0.0837|| 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, 20:35:51 || Estimated Time: 1 day, 1:20:01
2023-07-26 07:22:22,985 semantic_segmentation INFO: Iters: 95670/150000 || Lr: 0.008018 || Task Loss: 0.3931 || KD Loss: 0.0820|| 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, 20:36:07 || Estimated Time: 1 day, 1:19:44
2023-07-26 07:22:38,939 semantic_segmentation INFO: Iters: 95680/150000 || Lr: 0.008017 || Task Loss: 0.3522 || KD Loss: 0.0543|| 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, 20:36:23 || Estimated Time: 1 day, 1:19:27
2023-07-26 07:22:54,830 semantic_segmentation INFO: Iters: 95690/150000 || Lr: 0.008016 || Task Loss: 0.3534 || KD Loss: 0.0829|| 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, 20:36:39 || Estimated Time: 1 day, 1:19:09
2023-07-26 07:23:10,762 semantic_segmentation INFO: Iters: 95700/150000 || Lr: 0.008014 || Task Loss: 0.3540 || KD Loss: 0.0682|| 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, 20:36:55 || Estimated Time: 1 day, 1:18:52
2023-07-26 07:23:26,713 semantic_segmentation INFO: Iters: 95710/150000 || Lr: 0.008013 || Task Loss: 0.3887 || KD Loss: 0.0891|| 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, 20:37:11 || Estimated Time: 1 day, 1:18:35
2023-07-26 07:23:42,716 semantic_segmentation INFO: Iters: 95720/150000 || Lr: 0.008012 || Task Loss: 0.4212 || KD Loss: 0.0566|| 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, 20:37:27 || Estimated Time: 1 day, 1:18:18
2023-07-26 07:23:58,664 semantic_segmentation INFO: Iters: 95730/150000 || Lr: 0.008010 || Task Loss: 0.3843 || KD Loss: 0.0919|| 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, 20:37:43 || Estimated Time: 1 day, 1:18:00
2023-07-26 07:24:14,580 semantic_segmentation INFO: Iters: 95740/150000 || Lr: 0.008009 || Task Loss: 0.3695 || KD Loss: 0.0699|| 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, 20:37:59 || Estimated Time: 1 day, 1:17:43
2023-07-26 07:24:30,537 semantic_segmentation INFO: Iters: 95750/150000 || Lr: 0.008008 || Task Loss: 0.4378 || KD Loss: 0.0566|| 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, 20:38:15 || Estimated Time: 1 day, 1:17:26
2023-07-26 07:24:46,474 semantic_segmentation INFO: Iters: 95760/150000 || Lr: 0.008007 || Task Loss: 0.4238 || KD Loss: 0.0844|| 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, 20:38:30 || Estimated Time: 1 day, 1:17:08
2023-07-26 07:25:02,363 semantic_segmentation INFO: Iters: 95770/150000 || Lr: 0.008005 || Task Loss: 0.3569 || KD Loss: 0.0819|| 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, 20:38:46 || Estimated Time: 1 day, 1:16:51
2023-07-26 07:25:18,253 semantic_segmentation INFO: Iters: 95780/150000 || Lr: 0.008004 || Task Loss: 0.3449 || KD Loss: 0.0770|| 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, 20:39:02 || Estimated Time: 1 day, 1:16:34
2023-07-26 07:25:34,168 semantic_segmentation INFO: Iters: 95790/150000 || Lr: 0.008003 || Task Loss: 0.3696 || KD Loss: 0.0854|| 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, 20:39:18 || Estimated Time: 1 day, 1:16:17
2023-07-26 07:25:50,025 semantic_segmentation INFO: Iters: 95800/150000 || Lr: 0.008001 || Task Loss: 0.2725 || KD Loss: 0.0453|| 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, 20:39:34 || Estimated Time: 1 day, 1:15:59
2023-07-26 07:26:05,940 semantic_segmentation INFO: Iters: 95810/150000 || Lr: 0.008000 || Task Loss: 0.2856 || KD Loss: 0.0419|| 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, 20:39:50 || Estimated Time: 1 day, 1:15:42
2023-07-26 07:26:21,878 semantic_segmentation INFO: Iters: 95820/150000 || Lr: 0.007999 || Task Loss: 0.4437 || KD Loss: 0.1304|| 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, 20:40:06 || Estimated Time: 1 day, 1:15:25
2023-07-26 07:26:37,818 semantic_segmentation INFO: Iters: 95830/150000 || Lr: 0.007997 || Task Loss: 0.4383 || KD Loss: 0.0771|| 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, 20:40:22 || Estimated Time: 1 day, 1:15:08
2023-07-26 07:26:53,721 semantic_segmentation INFO: Iters: 95840/150000 || Lr: 0.007996 || Task Loss: 0.3707 || KD Loss: 0.0790|| 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, 20:40:38 || Estimated Time: 1 day, 1:14:50
2023-07-26 07:27:09,941 semantic_segmentation INFO: Iters: 95850/150000 || Lr: 0.007995 || Task Loss: 0.3827 || KD Loss: 0.0858|| 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, 20:40:54 || Estimated Time: 1 day, 1:14:33
2023-07-26 07:27:25,879 semantic_segmentation INFO: Iters: 95860/150000 || Lr: 0.007993 || Task Loss: 0.4543 || KD Loss: 0.0828|| 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, 20:41:10 || Estimated Time: 1 day, 1:14:16
2023-07-26 07:27:41,824 semantic_segmentation INFO: Iters: 95870/150000 || Lr: 0.007992 || Task Loss: 0.3612 || KD Loss: 0.0551|| 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, 20:41:26 || Estimated Time: 1 day, 1:13:59
2023-07-26 07:27:58,446 semantic_segmentation INFO: Iters: 95880/150000 || Lr: 0.007991 || Task Loss: 0.3334 || KD Loss: 0.0681|| 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, 20:41:42 || Estimated Time: 1 day, 1:13:42
2023-07-26 07:28:17,060 semantic_segmentation INFO: Iters: 95890/150000 || Lr: 0.007989 || Task Loss: 0.3360 || KD Loss: 0.0711|| 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, 20:42:01 || Estimated Time: 1 day, 1:13:26
2023-07-26 07:28:32,961 semantic_segmentation INFO: Iters: 95900/150000 || Lr: 0.007988 || Task Loss: 0.4511 || KD Loss: 0.0802|| 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, 20:42:17 || Estimated Time: 1 day, 1:13:09
2023-07-26 07:28:48,866 semantic_segmentation INFO: Iters: 95910/150000 || Lr: 0.007987 || Task Loss: 0.3153 || KD Loss: 0.0532|| 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, 20:42:33 || Estimated Time: 1 day, 1:12:51
2023-07-26 07:29:04,847 semantic_segmentation INFO: Iters: 95920/150000 || Lr: 0.007985 || Task Loss: 0.3421 || KD Loss: 0.0591|| 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, 20:42:49 || Estimated Time: 1 day, 1:12:34
2023-07-26 07:29:20,782 semantic_segmentation INFO: Iters: 95930/150000 || Lr: 0.007984 || Task Loss: 0.9114 || KD Loss: 0.3359|| 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, 20:43:05 || Estimated Time: 1 day, 1:12:17
2023-07-26 07:29:36,785 semantic_segmentation INFO: Iters: 95940/150000 || Lr: 0.007983 || Task Loss: 0.4390 || KD Loss: 0.1390|| 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, 20:43:21 || Estimated Time: 1 day, 1:12:00
2023-07-26 07:29:52,706 semantic_segmentation INFO: Iters: 95950/150000 || Lr: 0.007981 || Task Loss: 0.3744 || KD Loss: 0.0560|| 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, 20:43:37 || Estimated Time: 1 day, 1:11:42
2023-07-26 07:30:08,658 semantic_segmentation INFO: Iters: 95960/150000 || Lr: 0.007980 || Task Loss: 0.3459 || KD Loss: 0.0860|| 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, 20:43:53 || Estimated Time: 1 day, 1:11:25
2023-07-26 07:30:24,604 semantic_segmentation INFO: Iters: 95970/150000 || Lr: 0.007979 || Task Loss: 0.3530 || KD Loss: 0.0593|| 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, 20:44:09 || Estimated Time: 1 day, 1:11:08
2023-07-26 07:30:40,528 semantic_segmentation INFO: Iters: 95980/150000 || Lr: 0.007977 || Task Loss: 0.3390 || KD Loss: 0.0477|| 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, 20:44:25 || Estimated Time: 1 day, 1:10:51
2023-07-26 07:30:56,473 semantic_segmentation INFO: Iters: 95990/150000 || Lr: 0.007976 || Task Loss: 0.3277 || KD Loss: 0.0449|| 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, 20:44:40 || Estimated Time: 1 day, 1:10:33
2023-07-26 07:31:12,495 semantic_segmentation INFO: Iters: 96000/150000 || Lr: 0.007975 || Task Loss: 0.2421 || KD Loss: 0.0508|| 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, 20:44:56 || Estimated Time: 1 day, 1:10:16
2023-07-26 07:31:12,608 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:31:13,058 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 07:31:13,075 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.135
2023-07-26 07:31:13,087 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.171
2023-07-26 07:31:13,101 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-26 07:31:13,114 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.244
2023-07-26 07:31:13,126 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.291
2023-07-26 07:31:13,140 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.335
2023-07-26 07:31:13,153 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.340
2023-07-26 07:31:13,165 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.374
2023-07-26 07:31:13,179 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.416
2023-07-26 07:31:13,192 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.480
2023-07-26 07:31:13,206 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.526
2023-07-26 07:31:13,218 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.930, mIoU: 0.485
2023-07-26 07:31:13,231 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.929, mIoU: 0.467
2023-07-26 07:31:13,245 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.458
2023-07-26 07:31:13,257 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.453
2023-07-26 07:31:13,267 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.436
2023-07-26 07:31:13,279 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.925, mIoU: 0.437
2023-07-26 07:31:13,293 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.435
2023-07-26 07:31:13,309 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.927, mIoU: 0.490
2023-07-26 07:31:13,323 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.491
2023-07-26 07:31:13,337 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.498
2023-07-26 07:31:13,351 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.537
2023-07-26 07:31:13,367 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.539
2023-07-26 07:31:13,382 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.539
2023-07-26 07:31:13,395 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.929, mIoU: 0.523
2023-07-26 07:31:13,409 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.525
2023-07-26 07:31:13,420 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.526
2023-07-26 07:31:13,434 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.514
2023-07-26 07:31:13,448 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.514
2023-07-26 07:31:13,461 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.514
2023-07-26 07:31:13,476 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.513
2023-07-26 07:31:13,490 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.518
2023-07-26 07:31:13,504 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.515
2023-07-26 07:31:13,519 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.533
2023-07-26 07:31:13,533 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.533
2023-07-26 07:31:13,546 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.533
2023-07-26 07:31:13,559 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.576
2023-07-26 07:31:13,574 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.574
2023-07-26 07:31:13,587 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.572
2023-07-26 07:31:13,599 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.594
2023-07-26 07:31:13,614 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.594
2023-07-26 07:31:13,628 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.591
2023-07-26 07:31:13,641 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.591
2023-07-26 07:31:13,655 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.601
2023-07-26 07:31:13,670 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.603
2023-07-26 07:31:13,682 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.605
2023-07-26 07:31:13,695 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.606
2023-07-26 07:31:13,709 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.607
2023-07-26 07:31:13,724 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.603
2023-07-26 07:31:13,739 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.601
2023-07-26 07:31:13,753 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.601
2023-07-26 07:31:13,766 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.599
2023-07-26 07:31:13,780 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.600
2023-07-26 07:31:13,795 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.601
2023-07-26 07:31:13,807 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.595
2023-07-26 07:31:13,822 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.592
2023-07-26 07:31:13,838 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.591
2023-07-26 07:31:13,850 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.591
2023-07-26 07:31:13,864 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.606
2023-07-26 07:31:13,877 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-26 07:31:13,891 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-26 07:31:13,903 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-26 07:31:13,921 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-26 07:31:13,933 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-26 07:31:13,948 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-26 07:31:13,962 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-26 07:31:13,975 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-26 07:31:13,990 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-26 07:31:14,006 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-26 07:31:14,021 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-26 07:31:14,034 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-26 07:31:14,048 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-26 07:31:14,063 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-26 07:31:14,077 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-26 07:31:14,091 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-26 07:31:14,105 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 07:31:14,114 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 07:31:14,129 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 07:31:14,144 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 07:31:14,156 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:14,171 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:14,185 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 07:31:14,199 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 07:31:14,214 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 07:31:14,228 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 07:31:14,242 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-26 07:31:14,256 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 07:31:14,270 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 07:31:14,283 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 07:31:14,297 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 07:31:14,312 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 07:31:14,326 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 07:31:14,340 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:31:14,354 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 07:31:14,368 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.692
2023-07-26 07:31:14,380 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:14,393 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:14,407 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:14,419 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:14,433 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:14,446 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:31:14,458 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:14,472 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:14,486 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:31:14,497 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:14,511 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:31:14,525 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 07:31:14,537 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:14,550 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:14,562 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:14,575 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:14,589 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:14,603 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:14,617 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 07:31:14,630 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 07:31:14,642 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-26 07:31:14,656 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 07:31:14,669 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-26 07:31:14,683 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 07:31:14,697 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-26 07:31:14,710 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-26 07:31:14,722 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-26 07:31:14,737 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.683
2023-07-26 07:31:14,752 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.682
2023-07-26 07:31:14,760 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.682
2023-07-26 07:31:14,771 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.682
2023-07-26 07:31:14,787 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-26 07:31:14,795 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 07:31:14,808 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-26 07:31:14,823 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 07:31:14,840 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-26 07:31:14,853 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-26 07:31:14,870 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-26 07:31:14,883 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-26 07:31:14,895 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-26 07:31:14,909 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 07:31:14,921 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-26 07:31:14,935 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-26 07:31:14,947 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 07:31:14,960 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-26 07:31:14,974 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-26 07:31:14,988 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 07:31:15,003 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 07:31:15,018 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 07:31:15,031 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-26 07:31:15,045 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 07:31:15,059 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 07:31:15,068 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:15,082 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:15,095 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:15,108 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:15,121 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.688
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2023-07-26 07:31:17,818 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 07:31:17,831 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 07:31:17,979 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.924, mIoU: 0.666
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2023-07-26 07:31:18,007 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.923, mIoU: 0.660
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2023-07-26 07:31:18,104 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.922, mIoU: 0.655
2023-07-26 07:31:18,119 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.923, mIoU: 0.656
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2023-07-26 07:31:18,175 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.657
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2023-07-26 07:31:18,675 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-26 07:31:18,753 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.925, mIoU: 0.657
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2023-07-26 07:31:19,169 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 07:31:19,183 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 07:31:19,197 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 07:31:19,210 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.924, mIoU: 0.659
2023-07-26 07:31:19,224 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 07:31:19,261 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 07:31:19,289 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.924, mIoU: 0.660
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2023-07-26 07:31:19,391 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.924, mIoU: 0.660
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2023-07-26 07:31:19,417 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-26 07:31:19,515 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.664
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2023-07-26 07:31:19,541 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 07:31:19,556 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 07:31:19,566 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.665
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2023-07-26 07:31:19,608 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.666
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2023-07-26 07:31:19,635 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-26 07:31:19,686 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.669
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2023-07-26 07:31:19,724 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 07:31:19,739 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.926, mIoU: 0.670
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2023-07-26 07:31:19,767 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 07:31:19,790 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 07:31:19,831 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-26 07:31:19,898 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.927, mIoU: 0.674
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2023-07-26 07:31:20,470 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 07:31:20,508 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 07:31:20,521 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 07:31:20,534 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 07:31:20,560 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,573 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:31:20,587 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:31:20,602 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:31:20,614 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 07:31:20,628 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 07:31:20,642 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.927, mIoU: 0.683
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2023-07-26 07:31:20,669 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 07:31:20,684 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 07:31:20,698 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,712 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-26 07:31:20,739 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,754 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,770 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,779 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,794 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,808 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,820 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,834 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,847 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 07:31:20,861 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,876 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,890 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,903 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,915 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,928 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,942 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,957 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,972 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:20,986 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,000 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:31:21,012 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:31:21,027 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 07:31:21,042 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.928, mIoU: 0.686
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2023-07-26 07:31:21,068 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:31:21,082 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,097 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,112 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,126 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:31:21,137 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:31:21,151 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,165 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,178 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 07:31:21,192 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,206 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,216 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 07:31:21,231 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 07:31:21,245 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,259 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,271 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,286 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,300 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 07:31:21,315 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:31:21,328 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 07:31:21,343 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,358 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,372 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,386 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,400 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,413 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,427 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:31:21,442 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:31:21,456 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.687
2023-07-26 07:31:21,468 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,482 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,495 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,509 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,523 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,537 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,551 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,565 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:21,579 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,592 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,605 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:21,618 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:21,632 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:21,648 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:21,662 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:21,677 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:21,687 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,700 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:21,715 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,728 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:21,742 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,755 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,768 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,783 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,800 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,815 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,830 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:21,843 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:21,857 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,870 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,883 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:21,898 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:21,912 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,926 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:21,940 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,954 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,966 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,980 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.928, mIoU: 0.688
2023-07-26 07:31:21,994 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:22,006 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:22,019 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:22,032 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 07:31:22,046 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-26 07:31:22,073 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 07:31:22,087 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:22,102 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:22,118 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 07:31:22,180 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 07:31:22,209 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,223 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,238 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 07:31:22,280 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,294 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,308 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,322 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:22,336 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:22,348 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:22,361 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 07:31:22,373 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 07:31:22,386 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 07:31:22,399 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,411 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 07:31:22,437 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,451 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,462 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:22,476 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,488 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,499 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,513 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:22,528 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:22,542 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:22,557 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,571 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:22,586 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:22,598 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:22,613 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 07:31:22,644 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 07:31:22,673 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:22,688 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.694
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2023-07-26 07:31:22,847 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 07:31:22,898 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-26 07:31:22,941 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 07:31:23,008 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 07:31:23,023 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:23,037 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-26 07:31:23,089 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 07:31:23,115 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:31:23,131 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,147 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,160 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,174 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,187 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,201 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,215 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,227 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,240 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,255 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,269 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,281 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,295 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,310 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,323 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,335 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,349 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,364 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,380 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,392 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,406 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,418 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:23,433 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:23,446 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:23,458 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:23,473 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,487 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,499 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:23,514 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,529 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,544 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,559 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,571 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,583 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:23,596 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,609 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,620 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,633 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,647 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,659 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,672 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,685 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,700 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,713 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,728 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,741 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,754 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,768 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,782 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,796 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,810 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:23,822 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,835 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,845 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,860 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,875 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,889 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,902 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:23,913 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,926 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,940 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:23,954 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:31:23,967 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:31:23,981 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 07:31:23,993 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 07:31:24,008 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,020 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,035 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,047 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,061 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,075 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,088 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:24,103 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,117 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:24,132 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,148 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,162 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,176 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,190 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,203 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,217 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,232 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,245 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,257 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,269 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,285 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,298 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,313 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:24,327 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,338 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,352 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,368 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,383 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,396 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,411 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,425 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:24,438 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,451 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,467 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,481 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,493 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,504 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,521 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,535 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,549 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,561 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:24,575 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,589 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,603 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:24,617 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:24,629 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:24,643 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:24,655 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:24,669 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,682 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,694 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,709 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,721 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,735 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,750 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,763 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,777 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,790 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,804 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,817 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,832 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,845 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,860 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,874 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,883 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,896 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,908 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,922 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,936 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:24,951 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:24,963 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,977 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:24,991 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:25,005 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:25,020 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:25,035 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:25,048 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:25,064 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:25,080 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:25,095 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:25,107 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:25,122 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:25,136 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 07:31:25,152 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 07:31:25,165 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,180 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,194 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,207 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,220 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,235 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,247 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 07:31:25,261 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,273 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,286 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,300 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,314 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,328 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,342 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,357 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,369 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,382 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:25,396 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,409 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,421 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,435 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,450 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,464 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,479 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,492 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,504 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,519 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,533 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,546 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,560 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,573 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,587 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,601 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:25,616 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,630 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,643 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,652 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,667 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,682 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,694 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,707 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,721 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,736 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,748 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,762 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,776 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,791 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,806 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,820 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,836 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,850 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,863 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,877 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 07:31:25,891 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 07:31:25,905 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 07:31:25,917 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 07:31:25,931 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,946 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,960 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,967 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,979 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:25,992 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:26,003 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:26,014 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 07:31:26,028 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,042 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,056 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,067 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,079 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,093 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,103 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,118 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,130 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,144 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,159 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,174 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,188 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,199 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,211 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,225 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,240 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,255 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,268 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,281 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,290 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,301 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,313 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,324 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,338 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,350 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,364 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 07:31:26,379 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,394 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,408 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 07:31:26,422 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,437 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,451 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,466 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,480 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,494 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,508 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:26,523 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:26,535 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:26,548 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,562 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,574 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,589 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,601 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,615 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,629 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,645 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,660 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,672 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,686 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,700 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,715 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,729 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,742 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,754 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,769 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,783 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,797 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:31:26,811 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:31:26,826 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:31:26,841 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 07:31:26,855 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,869 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,881 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 07:31:26,895 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,905 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,917 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,931 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,942 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,956 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,970 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:26,984 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:26,999 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,013 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,027 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,041 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,053 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,068 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,080 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,094 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,108 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,120 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,134 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,146 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,160 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,175 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,191 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,206 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,220 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,233 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,245 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 07:31:27,260 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,272 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,285 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,300 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:27,314 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,328 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,341 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,353 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,368 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,383 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,398 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,410 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,423 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,437 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,451 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,466 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,480 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,494 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,508 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,522 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,536 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 07:31:27,551 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 07:31:27,565 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,578 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,592 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,605 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,619 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,633 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,648 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,659 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 07:31:27,673 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:31:27,687 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:31:27,702 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:31:27,714 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 07:31:27,728 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,743 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,756 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,770 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,784 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,798 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,811 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,825 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,841 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,854 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,868 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,880 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,889 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,903 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,918 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,930 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:27,945 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:27,959 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:27,972 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:27,984 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:27,999 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,013 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,027 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,042 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,056 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,071 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,085 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,097 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 07:31:28,111 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,125 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,138 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,150 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,162 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,176 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,190 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,206 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,220 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,232 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,247 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,261 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,274 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,288 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,303 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,318 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,332 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,345 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,359 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,374 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,388 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,403 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,415 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,430 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,443 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,455 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,466 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,480 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,494 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,508 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,521 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,532 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,544 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,558 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,572 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,584 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.931, mIoU: 0.695
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2023-07-26 07:31:28,612 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,625 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,638 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,651 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,665 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,677 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,691 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,703 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 07:31:28,715 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 07:31:28,757 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,771 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,783 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,797 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,811 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,822 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,836 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,850 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,864 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,878 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,889 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,902 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,916 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,930 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:28,944 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:28,956 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:28,970 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,986 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:28,999 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:29,009 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:29,023 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:29,038 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:29,053 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 07:31:29,067 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 07:31:29,079 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,094 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,107 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,120 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,134 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,149 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,163 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,178 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,194 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,209 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,223 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,237 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,250 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,263 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,278 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,292 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,304 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,318 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,328 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,342 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,357 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,370 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,382 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,396 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,411 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,425 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,436 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,450 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,464 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,475 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,489 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,504 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,518 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,531 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,543 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,557 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,571 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,585 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:29,597 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,612 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,624 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,637 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,651 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,665 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,680 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 07:31:29,694 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,709 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,722 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,737 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,751 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,765 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,779 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,792 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,804 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:29,820 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,834 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,848 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,860 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,873 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,887 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,901 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:29,913 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:29,925 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,939 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:29,954 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:29,968 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:29,981 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:29,995 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:30,010 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,022 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,036 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,050 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,063 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,077 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,092 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,107 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,121 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:30,136 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:30,151 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,165 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:30,179 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,193 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,208 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,224 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,239 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,254 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 07:31:30,281 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,293 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 07:31:30,321 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,333 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,347 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,362 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,375 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,389 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:30,403 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,416 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,430 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,442 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,455 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,467 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,479 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,492 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,506 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,521 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,533 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,546 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,560 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 07:31:30,628 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 07:31:30,669 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 07:31:30,739 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 07:31:30,832 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:30,846 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,860 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,874 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,886 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,900 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 07:31:30,915 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:30,929 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:30,943 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 07:31:30,958 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,972 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:30,987 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:30,996 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:31,010 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:31,023 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:31,035 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,051 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,065 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,079 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,091 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:31,103 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,115 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,129 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,142 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:31,156 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,170 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,182 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,196 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,210 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,223 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:31,238 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,253 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,265 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,279 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,289 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,304 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:31,318 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,333 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:31,347 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:31,359 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,372 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:31,385 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:31,399 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,413 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,426 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,438 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,452 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,467 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,481 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,493 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,507 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,523 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,537 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,551 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,565 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,572 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,586 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,598 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,610 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,624 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,638 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,651 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,666 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,680 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,693 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,708 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,719 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,733 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:31,749 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:31,763 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:31,778 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,791 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 07:31:31,807 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,819 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,832 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,846 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,860 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,872 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,884 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,898 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,912 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,926 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,940 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:31,954 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,968 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,983 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:31,995 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,009 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,022 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,036 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,051 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,065 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,079 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,092 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,106 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,120 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,134 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,149 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,163 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:32,177 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:32,191 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:32,204 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 07:31:32,218 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,232 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,247 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,262 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,276 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,291 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,305 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,319 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,328 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,343 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,355 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,369 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,383 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,397 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,413 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,424 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,433 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,449 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,463 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,477 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,489 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,503 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,517 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,530 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:32,544 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:32,558 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:32,572 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:32,586 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:32,598 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,612 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:32,626 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:32,640 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,652 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,666 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 07:31:32,680 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 07:31:32,694 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,709 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:32,721 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:32,734 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 07:31:32,749 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:32,765 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 07:31:48,748 semantic_segmentation INFO: Iters: 96010/150000 || Lr: 0.007973 || Task Loss: 0.4180 || KD Loss: 0.0412|| 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, 20:45:33 || Estimated Time: 1 day, 1:10:10
2023-07-26 07:32:04,682 semantic_segmentation INFO: Iters: 96020/150000 || Lr: 0.007972 || Task Loss: 0.2888 || KD Loss: 0.0374|| 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, 20:45:49 || Estimated Time: 1 day, 1:09:53
2023-07-26 07:32:20,627 semantic_segmentation INFO: Iters: 96030/150000 || Lr: 0.007971 || Task Loss: 0.3236 || KD Loss: 0.0404|| 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, 20:46:05 || Estimated Time: 1 day, 1:09:36
2023-07-26 07:32:36,603 semantic_segmentation INFO: Iters: 96040/150000 || Lr: 0.007969 || Task Loss: 0.5298 || KD Loss: 0.0980|| 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, 20:46:21 || Estimated Time: 1 day, 1:09:19
2023-07-26 07:32:52,592 semantic_segmentation INFO: Iters: 96050/150000 || Lr: 0.007968 || Task Loss: 0.2956 || KD Loss: 0.0658|| 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, 20:46:37 || Estimated Time: 1 day, 1:09:01
2023-07-26 07:33:08,611 semantic_segmentation INFO: Iters: 96060/150000 || Lr: 0.007967 || Task Loss: 0.3947 || KD Loss: 0.0516|| 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, 20:46:53 || Estimated Time: 1 day, 1:08:44
2023-07-26 07:33:24,590 semantic_segmentation INFO: Iters: 96070/150000 || Lr: 0.007965 || Task Loss: 0.4415 || KD Loss: 0.0645|| 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, 20:47:09 || Estimated Time: 1 day, 1:08:27
2023-07-26 07:33:40,628 semantic_segmentation INFO: Iters: 96080/150000 || Lr: 0.007964 || Task Loss: 0.3696 || KD Loss: 0.0728|| 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, 20:47:25 || Estimated Time: 1 day, 1:08:10
2023-07-26 07:33:56,585 semantic_segmentation INFO: Iters: 96090/150000 || Lr: 0.007963 || Task Loss: 0.5164 || KD Loss: 0.2176|| 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, 20:47:41 || Estimated Time: 1 day, 1:07:53
2023-07-26 07:34:12,572 semantic_segmentation INFO: Iters: 96100/150000 || Lr: 0.007961 || Task Loss: 0.3346 || KD Loss: 0.0576|| 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, 20:47:57 || Estimated Time: 1 day, 1:07:35
2023-07-26 07:34:28,483 semantic_segmentation INFO: Iters: 96110/150000 || Lr: 0.007960 || Task Loss: 0.3533 || KD Loss: 0.0538|| 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, 20:48:12 || Estimated Time: 1 day, 1:07:18
2023-07-26 07:34:44,403 semantic_segmentation INFO: Iters: 96120/150000 || Lr: 0.007959 || Task Loss: 0.4800 || KD Loss: 0.1215|| 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, 20:48:28 || Estimated Time: 1 day, 1:07:01
2023-07-26 07:35:00,362 semantic_segmentation INFO: Iters: 96130/150000 || Lr: 0.007957 || Task Loss: 0.2810 || KD Loss: 0.0363|| 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, 20:48:44 || Estimated Time: 1 day, 1:06:44
2023-07-26 07:35:16,293 semantic_segmentation INFO: Iters: 96140/150000 || Lr: 0.007956 || Task Loss: 0.4083 || KD Loss: 0.0498|| 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, 20:49:00 || Estimated Time: 1 day, 1:06:26
2023-07-26 07:35:32,260 semantic_segmentation INFO: Iters: 96150/150000 || Lr: 0.007955 || Task Loss: 0.3072 || KD Loss: 0.0439|| 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, 20:49:16 || Estimated Time: 1 day, 1:06:09
2023-07-26 07:35:48,246 semantic_segmentation INFO: Iters: 96160/150000 || Lr: 0.007953 || Task Loss: 0.2569 || KD Loss: 0.0495|| 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, 20:49:32 || Estimated Time: 1 day, 1:05:52
2023-07-26 07:36:04,213 semantic_segmentation INFO: Iters: 96170/150000 || Lr: 0.007952 || Task Loss: 0.4852 || KD Loss: 0.1299|| 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, 20:49:48 || Estimated Time: 1 day, 1:05:35
2023-07-26 07:36:20,147 semantic_segmentation INFO: Iters: 96180/150000 || Lr: 0.007951 || Task Loss: 0.3285 || KD Loss: 0.0511|| 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, 20:50:04 || Estimated Time: 1 day, 1:05:17
2023-07-26 07:36:36,122 semantic_segmentation INFO: Iters: 96190/150000 || Lr: 0.007949 || Task Loss: 0.3150 || KD Loss: 0.0529|| 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, 20:50:20 || Estimated Time: 1 day, 1:05:00
2023-07-26 07:36:52,092 semantic_segmentation INFO: Iters: 96200/150000 || Lr: 0.007948 || Task Loss: 0.5230 || KD Loss: 0.0719|| 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: 1 day, 20:50:36 || Estimated Time: 1 day, 1:04:43
2023-07-26 07:37:07,992 semantic_segmentation INFO: Iters: 96210/150000 || Lr: 0.007947 || Task Loss: 0.3974 || KD Loss: 0.0628|| 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, 20:50:52 || Estimated Time: 1 day, 1:04:26
2023-07-26 07:37:23,887 semantic_segmentation INFO: Iters: 96220/150000 || Lr: 0.007945 || Task Loss: 0.4377 || KD Loss: 0.0620|| 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, 20:51:08 || Estimated Time: 1 day, 1:04:08
2023-07-26 07:37:39,824 semantic_segmentation INFO: Iters: 96230/150000 || Lr: 0.007944 || Task Loss: 0.3907 || KD Loss: 0.0440|| 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, 20:51:24 || Estimated Time: 1 day, 1:03:51
2023-07-26 07:37:55,823 semantic_segmentation INFO: Iters: 96240/150000 || Lr: 0.007943 || Task Loss: 0.2314 || KD Loss: 0.0278|| 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, 20:51:40 || Estimated Time: 1 day, 1:03:34
2023-07-26 07:38:11,739 semantic_segmentation INFO: Iters: 96250/150000 || Lr: 0.007941 || Task Loss: 0.3790 || KD Loss: 0.0587|| 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, 20:51:56 || Estimated Time: 1 day, 1:03:17
2023-07-26 07:38:27,709 semantic_segmentation INFO: Iters: 96260/150000 || Lr: 0.007940 || Task Loss: 0.2493 || 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: 1 day, 20:52:12 || Estimated Time: 1 day, 1:02:59
2023-07-26 07:38:43,694 semantic_segmentation INFO: Iters: 96270/150000 || Lr: 0.007939 || Task Loss: 0.4253 || KD Loss: 0.0701|| 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, 20:52:28 || Estimated Time: 1 day, 1:02:42
2023-07-26 07:38:59,630 semantic_segmentation INFO: Iters: 96280/150000 || Lr: 0.007937 || Task Loss: 0.4232 || KD Loss: 0.0929|| 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, 20:52:44 || Estimated Time: 1 day, 1:02:25
2023-07-26 07:39:15,566 semantic_segmentation INFO: Iters: 96290/150000 || Lr: 0.007936 || Task Loss: 0.3226 || KD Loss: 0.0744|| 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, 20:53:00 || Estimated Time: 1 day, 1:02:08
2023-07-26 07:39:31,502 semantic_segmentation INFO: Iters: 96300/150000 || Lr: 0.007935 || Task Loss: 0.5204 || KD Loss: 0.1056|| 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, 20:53:15 || Estimated Time: 1 day, 1:01:50
2023-07-26 07:39:47,419 semantic_segmentation INFO: Iters: 96310/150000 || Lr: 0.007933 || Task Loss: 0.3399 || KD Loss: 0.0823|| 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, 20:53:31 || Estimated Time: 1 day, 1:01:33
2023-07-26 07:40:03,348 semantic_segmentation INFO: Iters: 96320/150000 || Lr: 0.007932 || Task Loss: 0.3227 || KD Loss: 0.0747|| 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, 20:53:47 || Estimated Time: 1 day, 1:01:16
2023-07-26 07:40:19,270 semantic_segmentation INFO: Iters: 96330/150000 || Lr: 0.007931 || Task Loss: 0.2903 || KD Loss: 0.0627|| 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, 20:54:03 || Estimated Time: 1 day, 1:00:59
2023-07-26 07:40:35,171 semantic_segmentation INFO: Iters: 96340/150000 || Lr: 0.007929 || Task Loss: 0.3683 || KD Loss: 0.0966|| 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, 20:54:19 || Estimated Time: 1 day, 1:00:41
2023-07-26 07:40:51,068 semantic_segmentation INFO: Iters: 96350/150000 || Lr: 0.007928 || Task Loss: 0.3445 || KD Loss: 0.0410|| 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, 20:54:35 || Estimated Time: 1 day, 1:00:24
2023-07-26 07:41:07,002 semantic_segmentation INFO: Iters: 96360/150000 || Lr: 0.007927 || Task Loss: 0.2912 || KD Loss: 0.0521|| 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, 20:54:51 || Estimated Time: 1 day, 1:00:07
2023-07-26 07:41:22,895 semantic_segmentation INFO: Iters: 96370/150000 || Lr: 0.007925 || Task Loss: 0.4130 || KD Loss: 0.0636|| 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, 20:55:07 || Estimated Time: 1 day, 0:59:50
2023-07-26 07:41:38,797 semantic_segmentation INFO: Iters: 96380/150000 || Lr: 0.007924 || Task Loss: 0.2758 || KD Loss: 0.0504|| 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, 20:55:23 || Estimated Time: 1 day, 0:59:32
2023-07-26 07:41:54,719 semantic_segmentation INFO: Iters: 96390/150000 || Lr: 0.007923 || Task Loss: 0.4316 || KD Loss: 0.0967|| 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, 20:55:39 || Estimated Time: 1 day, 0:59:15
2023-07-26 07:42:10,653 semantic_segmentation INFO: Iters: 96400/150000 || Lr: 0.007921 || Task Loss: 0.3264 || KD Loss: 0.0567|| 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, 20:55:55 || Estimated Time: 1 day, 0:58:58
2023-07-26 07:42:26,570 semantic_segmentation INFO: Iters: 96410/150000 || Lr: 0.007920 || Task Loss: 0.4391 || KD Loss: 0.0658|| 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, 20:56:11 || Estimated Time: 1 day, 0:58:41
2023-07-26 07:42:42,387 semantic_segmentation INFO: Iters: 96420/150000 || Lr: 0.007919 || Task Loss: 0.3143 || KD Loss: 0.0536|| 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, 20:56:26 || Estimated Time: 1 day, 0:58:23
2023-07-26 07:42:58,248 semantic_segmentation INFO: Iters: 96430/150000 || Lr: 0.007917 || Task Loss: 0.3141 || KD Loss: 0.0729|| 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, 20:56:42 || Estimated Time: 1 day, 0:58:06
2023-07-26 07:43:14,198 semantic_segmentation INFO: Iters: 96440/150000 || Lr: 0.007916 || Task Loss: 0.4250 || KD Loss: 0.0816|| 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, 20:56:58 || Estimated Time: 1 day, 0:57:49
2023-07-26 07:43:30,058 semantic_segmentation INFO: Iters: 96450/150000 || Lr: 0.007915 || Task Loss: 0.2609 || KD Loss: 0.0467|| 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, 20:57:14 || Estimated Time: 1 day, 0:57:31
2023-07-26 07:43:45,979 semantic_segmentation INFO: Iters: 96460/150000 || Lr: 0.007913 || Task Loss: 0.4693 || KD Loss: 0.0798|| 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, 20:57:30 || Estimated Time: 1 day, 0:57:14
2023-07-26 07:44:01,961 semantic_segmentation INFO: Iters: 96470/150000 || Lr: 0.007912 || Task Loss: 0.4178 || KD Loss: 0.0619|| 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, 20:57:46 || Estimated Time: 1 day, 0:56:57
2023-07-26 07:44:17,916 semantic_segmentation INFO: Iters: 96480/150000 || Lr: 0.007911 || Task Loss: 0.3344 || KD Loss: 0.0558|| 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, 20:58:02 || Estimated Time: 1 day, 0:56:40
2023-07-26 07:44:33,902 semantic_segmentation INFO: Iters: 96490/150000 || Lr: 0.007909 || Task Loss: 0.4755 || KD Loss: 0.0509|| 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, 20:58:18 || Estimated Time: 1 day, 0:56:22
2023-07-26 07:44:49,859 semantic_segmentation INFO: Iters: 96500/150000 || Lr: 0.007908 || Task Loss: 0.3044 || KD Loss: 0.0480|| 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, 20:58:34 || Estimated Time: 1 day, 0:56:05
2023-07-26 07:45:05,836 semantic_segmentation INFO: Iters: 96510/150000 || Lr: 0.007907 || Task Loss: 0.3364 || KD Loss: 0.0426|| 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, 20:58:50 || Estimated Time: 1 day, 0:55:48
2023-07-26 07:45:21,717 semantic_segmentation INFO: Iters: 96520/150000 || Lr: 0.007905 || Task Loss: 0.2359 || KD Loss: 0.0398|| 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, 20:59:06 || Estimated Time: 1 day, 0:55:31
2023-07-26 07:45:37,644 semantic_segmentation INFO: Iters: 96530/150000 || Lr: 0.007904 || Task Loss: 0.6308 || KD Loss: 0.1420|| 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, 20:59:22 || Estimated Time: 1 day, 0:55:13
2023-07-26 07:45:53,628 semantic_segmentation INFO: Iters: 96540/150000 || Lr: 0.007903 || Task Loss: 0.3073 || KD Loss: 0.0719|| 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, 20:59:38 || Estimated Time: 1 day, 0:54:56
2023-07-26 07:46:09,587 semantic_segmentation INFO: Iters: 96550/150000 || Lr: 0.007901 || Task Loss: 0.3760 || KD Loss: 0.0605|| 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, 20:59:54 || Estimated Time: 1 day, 0:54:39
2023-07-26 07:46:25,467 semantic_segmentation INFO: Iters: 96560/150000 || Lr: 0.007900 || Task Loss: 0.4710 || KD Loss: 0.0973|| 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, 21:00:09 || Estimated Time: 1 day, 0:54:22
2023-07-26 07:46:41,379 semantic_segmentation INFO: Iters: 96570/150000 || Lr: 0.007899 || Task Loss: 0.3229 || KD Loss: 0.0442|| 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, 21:00:25 || Estimated Time: 1 day, 0:54:04
2023-07-26 07:46:57,305 semantic_segmentation INFO: Iters: 96580/150000 || Lr: 0.007897 || Task Loss: 0.2712 || KD Loss: 0.0307|| 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, 21:00:41 || Estimated Time: 1 day, 0:53:47
2023-07-26 07:47:13,231 semantic_segmentation INFO: Iters: 96590/150000 || Lr: 0.007896 || Task Loss: 0.2995 || KD Loss: 0.0446|| 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, 21:00:57 || Estimated Time: 1 day, 0:53:30
2023-07-26 07:47:29,162 semantic_segmentation INFO: Iters: 96600/150000 || Lr: 0.007895 || Task Loss: 0.2569 || KD Loss: 0.0610|| 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, 21:01:13 || Estimated Time: 1 day, 0:53:13
2023-07-26 07:47:45,039 semantic_segmentation INFO: Iters: 96610/150000 || Lr: 0.007893 || Task Loss: 0.2145 || KD Loss: 0.0315|| 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, 21:01:29 || Estimated Time: 1 day, 0:52:55
2023-07-26 07:48:01,001 semantic_segmentation INFO: Iters: 96620/150000 || Lr: 0.007892 || Task Loss: 0.2722 || KD Loss: 0.0379|| 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, 21:01:45 || Estimated Time: 1 day, 0:52:38
2023-07-26 07:48:16,922 semantic_segmentation INFO: Iters: 96630/150000 || Lr: 0.007891 || Task Loss: 0.3031 || KD Loss: 0.0356|| 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, 21:02:01 || Estimated Time: 1 day, 0:52:21
2023-07-26 07:48:32,870 semantic_segmentation INFO: Iters: 96640/150000 || Lr: 0.007889 || Task Loss: 0.3650 || KD Loss: 0.0741|| 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, 21:02:17 || Estimated Time: 1 day, 0:52:04
2023-07-26 07:48:48,838 semantic_segmentation INFO: Iters: 96650/150000 || Lr: 0.007888 || Task Loss: 0.2656 || KD Loss: 0.0465|| 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, 21:02:33 || Estimated Time: 1 day, 0:51:47
2023-07-26 07:49:04,769 semantic_segmentation INFO: Iters: 96660/150000 || Lr: 0.007887 || Task Loss: 0.3169 || KD Loss: 0.0453|| 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, 21:02:49 || Estimated Time: 1 day, 0:51:29
2023-07-26 07:49:20,673 semantic_segmentation INFO: Iters: 96670/150000 || Lr: 0.007886 || Task Loss: 0.2256 || KD Loss: 0.0371|| 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, 21:03:05 || Estimated Time: 1 day, 0:51:12
2023-07-26 07:49:36,693 semantic_segmentation INFO: Iters: 96680/150000 || Lr: 0.007884 || Task Loss: 0.5521 || KD Loss: 0.0811|| 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, 21:03:21 || Estimated Time: 1 day, 0:50:55
2023-07-26 07:49:52,641 semantic_segmentation INFO: Iters: 96690/150000 || Lr: 0.007883 || Task Loss: 0.3048 || KD Loss: 0.0450|| 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, 21:03:37 || Estimated Time: 1 day, 0:50:38
2023-07-26 07:50:08,547 semantic_segmentation INFO: Iters: 96700/150000 || Lr: 0.007882 || Task Loss: 0.3361 || KD Loss: 0.0539|| 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, 21:03:53 || Estimated Time: 1 day, 0:50:20
2023-07-26 07:50:27,085 semantic_segmentation INFO: Iters: 96710/150000 || Lr: 0.007880 || Task Loss: 0.4454 || KD Loss: 0.0611|| 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, 21:04:11 || Estimated Time: 1 day, 0:50:04
2023-07-26 07:50:43,565 semantic_segmentation INFO: Iters: 96720/150000 || Lr: 0.007879 || Task Loss: 0.2955 || KD Loss: 0.0509|| 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, 21:04:28 || Estimated Time: 1 day, 0:49:48
2023-07-26 07:50:59,552 semantic_segmentation INFO: Iters: 96730/150000 || Lr: 0.007878 || Task Loss: 0.2327 || KD Loss: 0.0376|| 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, 21:04:44 || Estimated Time: 1 day, 0:49:30
2023-07-26 07:51:15,531 semantic_segmentation INFO: Iters: 96740/150000 || Lr: 0.007876 || Task Loss: 0.3037 || KD Loss: 0.0609|| 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, 21:05:00 || Estimated Time: 1 day, 0:49:13
2023-07-26 07:51:31,502 semantic_segmentation INFO: Iters: 96750/150000 || Lr: 0.007875 || Task Loss: 0.3189 || KD Loss: 0.0479|| 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, 21:05:15 || Estimated Time: 1 day, 0:48:56
2023-07-26 07:51:47,457 semantic_segmentation INFO: Iters: 96760/150000 || Lr: 0.007874 || Task Loss: 0.3460 || KD Loss: 0.0457|| 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, 21:05:31 || Estimated Time: 1 day, 0:48:39
2023-07-26 07:52:03,441 semantic_segmentation INFO: Iters: 96770/150000 || Lr: 0.007872 || Task Loss: 0.1897 || KD Loss: 0.0366|| 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, 21:05:47 || Estimated Time: 1 day, 0:48:21
2023-07-26 07:52:19,403 semantic_segmentation INFO: Iters: 96780/150000 || Lr: 0.007871 || Task Loss: 0.3226 || KD Loss: 0.0500|| 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, 21:06:03 || Estimated Time: 1 day, 0:48:04
2023-07-26 07:52:35,315 semantic_segmentation INFO: Iters: 96790/150000 || Lr: 0.007870 || Task Loss: 0.2584 || KD Loss: 0.0393|| 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, 21:06:19 || Estimated Time: 1 day, 0:47:47
2023-07-26 07:52:51,272 semantic_segmentation INFO: Iters: 96800/150000 || Lr: 0.007868 || Task Loss: 0.4443 || KD Loss: 0.0962|| 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, 21:06:35 || Estimated Time: 1 day, 0:47:30
2023-07-26 07:52:51,383 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 07:52:51,837 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.091
2023-07-26 07:52:51,868 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 07:52:51,880 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.174
2023-07-26 07:52:51,894 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.173
2023-07-26 07:52:51,907 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.252
2023-07-26 07:52:51,919 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.292
2023-07-26 07:52:51,933 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.328
2023-07-26 07:52:51,947 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.332
2023-07-26 07:52:51,960 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.367
2023-07-26 07:52:51,974 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.405
2023-07-26 07:52:51,987 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.455
2023-07-26 07:52:52,001 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.480
2023-07-26 07:52:52,013 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.496
2023-07-26 07:52:52,026 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.476
2023-07-26 07:52:52,040 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.475
2023-07-26 07:52:52,052 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.469
2023-07-26 07:52:52,063 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.453
2023-07-26 07:52:52,075 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.452
2023-07-26 07:52:52,088 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.451
2023-07-26 07:52:52,103 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.494
2023-07-26 07:52:52,117 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.497
2023-07-26 07:52:52,132 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.508
2023-07-26 07:52:52,146 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.547
2023-07-26 07:52:52,162 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.551
2023-07-26 07:52:52,177 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.552
2023-07-26 07:52:52,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.549
2023-07-26 07:52:52,204 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.556
2023-07-26 07:52:52,215 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.557
2023-07-26 07:52:52,230 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.545
2023-07-26 07:52:52,244 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.545
2023-07-26 07:52:52,257 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.546
2023-07-26 07:52:52,271 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.546
2023-07-26 07:52:52,286 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.548
2023-07-26 07:52:52,300 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.542
2023-07-26 07:52:52,314 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.587
2023-07-26 07:52:52,329 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.588
2023-07-26 07:52:52,342 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.588
2023-07-26 07:52:52,354 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.632
2023-07-26 07:52:52,369 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.630
2023-07-26 07:52:52,382 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.628
2023-07-26 07:52:52,395 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.654
2023-07-26 07:52:52,409 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.654
2023-07-26 07:52:52,423 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.653
2023-07-26 07:52:52,435 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.652
2023-07-26 07:52:52,450 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-26 07:52:52,464 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.666
2023-07-26 07:52:52,477 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.668
2023-07-26 07:52:52,488 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.669
2023-07-26 07:52:52,503 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.668
2023-07-26 07:52:52,518 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-26 07:52:52,533 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-26 07:52:52,547 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.661
2023-07-26 07:52:52,560 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-26 07:52:52,574 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.656
2023-07-26 07:52:52,589 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.661
2023-07-26 07:52:52,601 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.660
2023-07-26 07:52:52,616 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.656
2023-07-26 07:52:52,632 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.656
2023-07-26 07:52:52,644 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.657
2023-07-26 07:52:52,658 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-26 07:52:52,671 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-26 07:52:52,685 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-26 07:52:52,697 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-26 07:52:52,715 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.701
2023-07-26 07:52:52,729 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-26 07:52:52,745 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-26 07:52:52,759 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.702
2023-07-26 07:52:52,772 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-26 07:52:52,787 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-26 07:52:52,802 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-26 07:52:52,817 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 07:52:52,830 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 07:52:52,845 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 07:52:52,860 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 07:52:52,874 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-26 07:52:52,889 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 07:52:52,903 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.727
2023-07-26 07:52:52,913 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.725
2023-07-26 07:52:52,927 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.728
2023-07-26 07:52:52,941 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.729
2023-07-26 07:52:52,954 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.733
2023-07-26 07:52:52,967 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.733
2023-07-26 07:52:52,981 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.732
2023-07-26 07:52:52,995 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.711
2023-07-26 07:52:53,009 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.712
2023-07-26 07:52:53,023 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.714
2023-07-26 07:52:53,036 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 07:52:53,050 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 07:52:53,063 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.710
2023-07-26 07:52:53,075 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.710
2023-07-26 07:52:53,089 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 07:52:53,103 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 07:52:53,117 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 07:52:53,131 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.714
2023-07-26 07:52:53,145 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 07:52:53,159 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 07:52:53,171 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 07:52:53,184 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 07:52:53,198 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 07:52:53,210 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 07:52:53,224 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 07:52:53,237 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 07:52:53,250 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 07:52:53,263 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 07:52:53,277 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 07:52:53,289 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 07:52:53,303 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 07:52:53,317 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 07:52:53,331 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 07:52:53,344 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 07:52:53,356 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 07:52:53,369 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 07:52:53,384 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 07:52:53,399 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 07:52:53,414 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 07:52:53,427 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 07:52:53,440 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 07:52:53,455 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 07:52:53,468 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 07:52:53,482 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 07:52:53,498 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.703
2023-07-26 07:52:53,511 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.702
2023-07-26 07:52:53,524 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.699
2023-07-26 07:52:53,539 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.699
2023-07-26 07:52:53,554 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.698
2023-07-26 07:52:53,562 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-26 07:52:53,573 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.695
2023-07-26 07:52:53,588 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.674
2023-07-26 07:52:53,598 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.675
2023-07-26 07:52:53,610 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.920, mIoU: 0.682
2023-07-26 07:52:53,624 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-26 07:52:53,638 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-26 07:52:53,650 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-26 07:52:53,664 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-26 07:52:53,676 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.922, mIoU: 0.684
2023-07-26 07:52:53,687 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-26 07:52:53,713 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.681
2023-07-26 07:52:53,728 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-26 07:52:53,741 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.921, mIoU: 0.680
2023-07-26 07:52:53,756 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.921, mIoU: 0.681
2023-07-26 07:52:53,770 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.922, mIoU: 0.682
2023-07-26 07:52:53,784 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.679
2023-07-26 07:52:53,799 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-26 07:52:53,813 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.921, mIoU: 0.680
2023-07-26 07:52:53,827 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.921, mIoU: 0.679
2023-07-26 07:52:53,842 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.921, mIoU: 0.683
2023-07-26 07:52:53,855 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.921, mIoU: 0.685
2023-07-26 07:52:53,865 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.921, mIoU: 0.691
2023-07-26 07:52:53,880 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.921, mIoU: 0.692
2023-07-26 07:52:53,894 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.921, mIoU: 0.693
2023-07-26 07:52:53,906 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.921, mIoU: 0.691
2023-07-26 07:52:53,920 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.921, mIoU: 0.691
2023-07-26 07:52:53,933 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.921, mIoU: 0.689
2023-07-26 07:52:53,945 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.921, mIoU: 0.689
2023-07-26 07:52:53,960 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.920, mIoU: 0.687
2023-07-26 07:52:53,974 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.921, mIoU: 0.686
2023-07-26 07:52:53,989 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.921, mIoU: 0.687
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2023-07-26 07:52:54,018 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.921, mIoU: 0.688
2023-07-26 07:52:54,032 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.922, mIoU: 0.688
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2023-07-26 07:52:54,059 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.923, mIoU: 0.691
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2023-07-26 07:52:54,098 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-26 07:52:54,110 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-26 07:52:54,124 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.921, mIoU: 0.682
2023-07-26 07:52:54,138 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 07:52:54,153 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.916, mIoU: 0.650
2023-07-26 07:52:54,167 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.916, mIoU: 0.651
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2023-07-26 07:52:54,194 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 07:52:54,208 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.917, mIoU: 0.653
2023-07-26 07:52:54,223 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 07:52:54,237 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 07:52:54,250 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-26 07:52:54,262 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-26 07:52:54,276 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-26 07:52:54,288 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.918, mIoU: 0.654
2023-07-26 07:52:54,303 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 07:52:54,315 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.918, mIoU: 0.655
2023-07-26 07:52:54,329 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.918, mIoU: 0.656
2023-07-26 07:52:54,343 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 07:52:54,358 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 07:52:54,372 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-26 07:52:54,386 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 07:52:54,399 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.918, mIoU: 0.657
2023-07-26 07:52:54,411 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.919, mIoU: 0.657
2023-07-26 07:52:54,425 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.918, mIoU: 0.660
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2023-07-26 07:52:54,452 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-26 07:52:54,466 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-26 07:52:54,481 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 07:52:54,505 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.920, mIoU: 0.661
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2023-07-26 07:52:54,528 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 07:52:54,543 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-26 07:52:54,559 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 07:52:54,573 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.921, mIoU: 0.665
2023-07-26 07:52:54,588 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.920, mIoU: 0.665
2023-07-26 07:52:54,602 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 07:52:54,615 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 07:52:54,629 semantic_segmentation INFO: Sample: 205, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-26 07:52:54,643 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-26 07:52:54,655 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 07:52:54,670 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 07:52:54,684 semantic_segmentation INFO: Sample: 209, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 07:52:54,698 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.920, mIoU: 0.670
2023-07-26 07:52:54,713 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.921, mIoU: 0.670
2023-07-26 07:52:54,727 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 07:52:54,742 semantic_segmentation INFO: Sample: 213, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 07:52:54,758 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.921, mIoU: 0.674
2023-07-26 07:52:54,772 semantic_segmentation INFO: Sample: 215, Validation pixAcc: 0.922, mIoU: 0.676
2023-07-26 07:52:54,787 semantic_segmentation INFO: Sample: 216, Validation pixAcc: 0.922, mIoU: 0.676
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2023-07-26 07:52:54,816 semantic_segmentation INFO: Sample: 218, Validation pixAcc: 0.922, mIoU: 0.675
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2023-07-26 07:52:54,841 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 07:52:54,853 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 07:52:54,866 semantic_segmentation INFO: Sample: 222, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 07:52:54,881 semantic_segmentation INFO: Sample: 223, Validation pixAcc: 0.922, mIoU: 0.672
2023-07-26 07:52:54,893 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.923, mIoU: 0.672
2023-07-26 07:52:54,908 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.921, mIoU: 0.670
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2023-07-26 07:52:54,934 semantic_segmentation INFO: Sample: 227, Validation pixAcc: 0.922, mIoU: 0.671
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2023-07-26 07:52:54,963 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.921, mIoU: 0.668
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2023-07-26 07:52:55,004 semantic_segmentation INFO: Sample: 232, Validation pixAcc: 0.922, mIoU: 0.669
2023-07-26 07:52:55,018 semantic_segmentation INFO: Sample: 233, Validation pixAcc: 0.920, mIoU: 0.665
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2023-07-26 07:52:55,044 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.921, mIoU: 0.666
2023-07-26 07:52:55,058 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.921, mIoU: 0.664
2023-07-26 07:52:55,071 semantic_segmentation INFO: Sample: 237, Validation pixAcc: 0.921, mIoU: 0.665
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2023-07-26 07:52:55,138 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.920, mIoU: 0.664
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2023-07-26 07:52:55,179 semantic_segmentation INFO: Sample: 245, Validation pixAcc: 0.920, mIoU: 0.669
2023-07-26 07:52:55,194 semantic_segmentation INFO: Sample: 246, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-26 07:52:55,209 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.921, mIoU: 0.674
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2023-07-26 07:52:55,239 semantic_segmentation INFO: Sample: 249, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 07:52:55,254 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.921, mIoU: 0.677
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2023-07-26 07:52:55,283 semantic_segmentation INFO: Sample: 252, Validation pixAcc: 0.921, mIoU: 0.675
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2023-07-26 07:52:55,322 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.921, mIoU: 0.675
2023-07-26 07:52:55,335 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.920, mIoU: 0.673
2023-07-26 07:52:55,350 semantic_segmentation INFO: Sample: 257, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-26 07:52:55,364 semantic_segmentation INFO: Sample: 258, Validation pixAcc: 0.919, mIoU: 0.667
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2023-07-26 07:52:55,449 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.920, mIoU: 0.673
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2023-07-26 07:52:55,516 semantic_segmentation INFO: Sample: 269, Validation pixAcc: 0.920, mIoU: 0.672
2023-07-26 07:52:55,528 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.920, mIoU: 0.675
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2023-07-26 07:52:55,566 semantic_segmentation INFO: Sample: 273, Validation pixAcc: 0.921, mIoU: 0.674
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2023-07-26 07:52:55,616 semantic_segmentation INFO: Sample: 277, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-26 07:52:55,631 semantic_segmentation INFO: Sample: 278, Validation pixAcc: 0.922, mIoU: 0.673
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2023-07-26 07:52:58,332 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 07:52:58,344 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.923, mIoU: 0.674
2023-07-26 07:52:58,359 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.923, mIoU: 0.674
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2023-07-26 07:52:58,384 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.923, mIoU: 0.675
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2023-07-26 07:52:58,411 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.923, mIoU: 0.675
2023-07-26 07:52:58,425 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 07:52:58,439 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-26 07:52:58,449 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-26 07:52:58,461 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-26 07:52:58,476 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,490 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,503 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,515 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,528 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,543 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,558 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,571 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,580 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,594 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:58,609 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,621 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,636 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,650 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:52:58,662 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:52:58,677 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:52:58,689 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:52:58,703 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:58,718 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:58,733 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:58,747 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,760 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,772 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:52:58,786 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,800 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,813 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,827 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,843 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:58,857 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.924, mIoU: 0.678
2023-07-26 07:52:58,872 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 07:52:58,884 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 07:52:58,897 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 07:52:58,912 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 07:52:58,926 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.924, mIoU: 0.675
2023-07-26 07:52:58,940 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.924, mIoU: 0.676
2023-07-26 07:52:58,955 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,967 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,981 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:58,996 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.924, mIoU: 0.677
2023-07-26 07:52:59,009 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.924, mIoU: 0.679
2023-07-26 07:52:59,023 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.924, mIoU: 0.680
2023-07-26 07:52:59,034 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-26 07:52:59,049 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 07:52:59,062 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.924, mIoU: 0.682
2023-07-26 07:52:59,073 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-26 07:52:59,100 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:52:59,114 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:59,129 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:59,143 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:59,152 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:59,168 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:52:59,183 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,197 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,212 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,226 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,238 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,250 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,265 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:52:59,279 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:52:59,294 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:52:59,306 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:52:59,319 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:52:59,334 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,347 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,362 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:52:59,375 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:52:59,390 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:52:59,404 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:52:59,419 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:52:59,432 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:52:59,447 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,461 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,473 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.925, mIoU: 0.689
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2023-07-26 07:52:59,515 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:52:59,529 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:52:59,541 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.925, mIoU: 0.688
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2023-07-26 07:52:59,570 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,585 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,596 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,609 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:52:59,624 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.925, mIoU: 0.689
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2023-07-26 07:52:59,649 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,661 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,675 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,690 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,704 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,716 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,728 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,741 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.925, mIoU: 0.689
2023-07-26 07:52:59,755 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,769 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,784 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,798 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,813 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:52:59,826 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:52:59,841 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:52:59,856 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.926, mIoU: 0.690
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2023-07-26 07:52:59,883 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,897 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:52:59,911 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,925 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,940 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,951 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,965 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,979 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:52:59,992 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,007 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,021 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,033 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,047 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,061 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,075 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,088 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,103 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:53:00,117 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,131 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:00,146 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:53:00,160 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,175 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,189 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,203 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,217 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,229 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.927, mIoU: 0.690
2023-07-26 07:53:00,243 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:53:00,258 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,271 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,283 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,298 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,310 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,325 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,340 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,355 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.926, mIoU: 0.689
2023-07-26 07:53:00,369 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,383 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,397 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 07:53:00,411 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 07:53:00,424 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 07:53:00,437 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-26 07:53:00,452 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.926, mIoU: 0.693
2023-07-26 07:53:00,469 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-26 07:53:00,483 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 07:53:00,498 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.926, mIoU: 0.692
2023-07-26 07:53:00,507 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.926, mIoU: 0.691
2023-07-26 07:53:00,520 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.926, mIoU: 0.690
2023-07-26 07:53:00,534 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.926, mIoU: 0.690
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2023-07-26 07:53:00,561 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:00,573 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:00,586 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.925, mIoU: 0.688
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2023-07-26 07:53:00,631 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.925, mIoU: 0.689
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2023-07-26 07:53:00,685 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.925, mIoU: 0.689
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2023-07-26 07:53:00,849 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.924, mIoU: 0.684
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2023-07-26 07:53:00,933 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-26 07:53:00,958 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-26 07:53:00,966 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-26 07:53:00,995 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:01,009 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,024 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,038 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,052 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,067 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,081 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,094 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,108 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,121 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,136 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:01,150 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,162 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,175 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,187 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,201 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,213 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,226 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,239 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,253 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,268 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,279 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,292 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,304 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,315 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,329 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-26 07:53:01,343 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-26 07:53:01,358 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-26 07:53:01,372 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,386 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,400 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.924, mIoU: 0.686
2023-07-26 07:53:01,412 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,427 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,441 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,457 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,472 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,487 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:01,502 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:01,514 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:01,526 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.925, mIoU: 0.688
2023-07-26 07:53:01,538 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.924, mIoU: 0.687
2023-07-26 07:53:01,552 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,568 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,580 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,592 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.925, mIoU: 0.687
2023-07-26 07:53:01,606 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,619 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,633 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,647 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,661 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.924, mIoU: 0.685
2023-07-26 07:53:01,673 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,687 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:53:01,699 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:53:01,712 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:53:01,726 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:53:01,739 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,755 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,768 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,784 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.924, mIoU: 0.684
2023-07-26 07:53:01,799 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,812 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,825 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,842 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,857 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,872 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,887 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:01,900 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,913 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,926 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,938 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:01,953 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:01,969 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.924, mIoU: 0.683
2023-07-26 07:53:01,981 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:01,995 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,008 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,022 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,035 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,048 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,060 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,073 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,087 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,100 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,114 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,127 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,140 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,152 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,166 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,181 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,197 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,209 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,223 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,235 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,250 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,262 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,274 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,288 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,303 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,315 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,330 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,344 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,359 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,374 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,387 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,399 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,412 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,425 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,438 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,450 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:02,466 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,478 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,491 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,504 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,519 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:02,533 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,548 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,561 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,573 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,587 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,601 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,615 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:02,629 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:02,641 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:02,654 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,665 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,679 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,694 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,707 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,720 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,731 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,743 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,757 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:02,772 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:02,784 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,799 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,811 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:02,826 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,839 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,855 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,868 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:02,882 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,897 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,909 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,924 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,938 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,952 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,966 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,981 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:02,995 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,008 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,022 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,036 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,049 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,061 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,074 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,086 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,101 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,114 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,129 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,143 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,154 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,167 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,182 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,196 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,209 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,223 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,237 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,249 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,263 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,278 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,291 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,304 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,315 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,331 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,344 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:03,358 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:03,371 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:03,385 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,399 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,413 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,428 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,440 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,455 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,468 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,482 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,496 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,509 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,524 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,537 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,551 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,566 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:03,580 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.926, mIoU: 0.688
2023-07-26 07:53:03,594 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:03,608 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,621 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,635 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,650 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,664 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,678 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,692 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,702 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,715 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,727 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,741 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,755 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,770 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,782 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,796 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,811 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:03,824 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,839 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,855 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,869 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,884 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:03,898 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:03,912 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:03,925 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:03,939 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:03,953 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:03,969 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:03,981 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-26 07:53:03,995 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,009 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,021 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,034 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,048 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,060 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,074 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,086 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:04,099 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:04,113 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:04,127 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.926, mIoU: 0.687
2023-07-26 07:53:04,140 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,154 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,168 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,181 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,193 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.926, mIoU: 0.686
2023-07-26 07:53:04,207 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,220 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,232 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,247 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,261 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,275 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,290 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,302 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:04,314 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,330 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.925, mIoU: 0.685
2023-07-26 07:53:04,344 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:04,356 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:04,371 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:04,383 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:04,398 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,411 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,426 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,440 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:04,454 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,462 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,478 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,492 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,505 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,518 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,532 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,546 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,558 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,572 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,586 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,600 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,615 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,629 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,645 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,659 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,672 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,686 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,700 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,713 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:04,726 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,740 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,755 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,769 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,776 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,788 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,800 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,812 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,824 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:04,838 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,852 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,866 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,879 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,891 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,905 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,915 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,930 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:04,942 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,956 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,971 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,985 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:04,999 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,010 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,022 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,037 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,051 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,065 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,080 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,093 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,103 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,114 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,126 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,139 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,153 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,166 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,180 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,195 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,210 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,223 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,237 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,251 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,265 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,280 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.925, mIoU: 0.684
2023-07-26 07:53:05,293 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,306 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,320 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,335 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,347 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,359 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,373 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,384 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,399 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,412 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,426 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,441 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.925, mIoU: 0.683
2023-07-26 07:53:05,458 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,474 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,486 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,501 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,516 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,530 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,544 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,557 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,570 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,584 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,599 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,613 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,627 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:05,641 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:05,655 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 07:53:05,668 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,683 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,695 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.926, mIoU: 0.684
2023-07-26 07:53:05,709 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,718 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,730 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,744 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 07:53:05,755 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,768 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,782 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,796 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 07:53:05,811 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 07:53:05,825 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 07:53:05,838 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,852 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,864 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,879 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,892 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,907 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,920 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:05,932 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,946 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,958 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.926, mIoU: 0.682
2023-07-26 07:53:05,972 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:05,986 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,001 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 07:53:06,015 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.925, mIoU: 0.680
2023-07-26 07:53:06,028 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,040 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,052 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,066 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,079 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,091 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,106 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,120 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,134 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,147 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,159 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,174 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.924, mIoU: 0.681
2023-07-26 07:53:06,189 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,203 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,216 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,229 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,243 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,258 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,272 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,287 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 07:53:06,301 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,316 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,329 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.925, mIoU: 0.682
2023-07-26 07:53:06,344 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-26 07:53:06,483 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.923, mIoU: 0.681
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2023-07-26 07:53:06,757 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-26 07:53:06,827 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.923, mIoU: 0.681
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2023-07-26 07:53:06,979 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-26 07:53:07,250 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.924, mIoU: 0.681
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2023-07-26 07:53:07,777 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.924, mIoU: 0.683
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2023-07-26 07:53:08,876 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.923, mIoU: 0.680
2023-07-26 07:53:08,888 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.923, mIoU: 0.680
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2023-07-26 07:53:08,975 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-26 07:53:08,989 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-26 07:53:09,002 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-26 07:53:09,016 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.923, mIoU: 0.681
2023-07-26 07:53:09,030 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,072 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,099 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,111 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,126 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,141 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,153 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,168 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,183 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,211 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,225 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,278 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,291 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,304 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,330 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:09,369 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:09,383 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:09,492 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:09,563 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:09,619 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-26 07:53:09,633 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:09,674 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,689 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,703 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-26 07:53:09,756 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,770 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,783 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,797 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,812 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,821 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,835 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,847 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-26 07:53:09,901 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:09,969 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.923, mIoU: 0.684
2023-07-26 07:53:09,983 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-26 07:53:10,215 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-26 07:53:10,229 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,297 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,311 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,323 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,337 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,353 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,367 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,381 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,396 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,403 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,429 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,484 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,513 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,642 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,654 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-26 07:53:10,668 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.923, mIoU: 0.683
2023-07-26 07:53:10,682 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.923, mIoU: 0.683
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2023-07-26 07:53:10,721 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,735 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,750 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,764 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,779 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,793 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:10,922 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:10,936 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:11,061 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-26 07:53:11,073 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-26 07:53:11,473 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-26 07:53:11,554 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.924, mIoU: 0.685
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2023-07-26 07:53:11,582 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-26 07:53:11,598 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.923, mIoU: 0.685
2023-07-26 07:53:27,560 semantic_segmentation INFO: Iters: 96810/150000 || Lr: 0.007867 || Task Loss: 0.3700 || KD Loss: 0.0611|| 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, 21:07:12 || Estimated Time: 1 day, 0:47:24
2023-07-26 07:53:43,446 semantic_segmentation INFO: Iters: 96820/150000 || Lr: 0.007866 || Task Loss: 0.2718 || KD Loss: 0.0394|| 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, 21:07:27 || Estimated Time: 1 day, 0:47:06
2023-07-26 07:53:59,390 semantic_segmentation INFO: Iters: 96830/150000 || Lr: 0.007864 || Task Loss: 0.6571 || KD Loss: 0.1651|| 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, 21:07:43 || Estimated Time: 1 day, 0:46:49
2023-07-26 07:54:15,343 semantic_segmentation INFO: Iters: 96840/150000 || Lr: 0.007863 || Task Loss: 0.2382 || KD Loss: 0.0387|| 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, 21:07:59 || Estimated Time: 1 day, 0:46:32
2023-07-26 07:54:31,281 semantic_segmentation INFO: Iters: 96850/150000 || Lr: 0.007862 || Task Loss: 0.3041 || KD Loss: 0.0477|| 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, 21:08:15 || Estimated Time: 1 day, 0:46:15
2023-07-26 07:54:47,230 semantic_segmentation INFO: Iters: 96860/150000 || Lr: 0.007860 || Task Loss: 0.4310 || KD Loss: 0.0854|| 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, 21:08:31 || Estimated Time: 1 day, 0:45:58
2023-07-26 07:55:03,149 semantic_segmentation INFO: Iters: 96870/150000 || Lr: 0.007859 || Task Loss: 0.3295 || KD Loss: 0.0560|| 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, 21:08:47 || Estimated Time: 1 day, 0:45:40
2023-07-26 07:55:19,015 semantic_segmentation INFO: Iters: 96880/150000 || Lr: 0.007858 || Task Loss: 0.3140 || KD Loss: 0.0468|| 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, 21:09:03 || Estimated Time: 1 day, 0:45:23
2023-07-26 07:55:34,915 semantic_segmentation INFO: Iters: 96890/150000 || Lr: 0.007856 || Task Loss: 0.2810 || KD Loss: 0.0366|| 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, 21:09:19 || Estimated Time: 1 day, 0:45:06
2023-07-26 07:55:50,808 semantic_segmentation INFO: Iters: 96900/150000 || Lr: 0.007855 || Task Loss: 0.4022 || KD Loss: 0.0682|| 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, 21:09:35 || Estimated Time: 1 day, 0:44:48
2023-07-26 07:56:06,645 semantic_segmentation INFO: Iters: 96910/150000 || Lr: 0.007854 || Task Loss: 0.2816 || KD Loss: 0.0300|| 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, 21:09:51 || Estimated Time: 1 day, 0:44:31
2023-07-26 07:56:22,520 semantic_segmentation INFO: Iters: 96920/150000 || Lr: 0.007852 || Task Loss: 0.5549 || KD Loss: 0.1632|| 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, 21:10:06 || Estimated Time: 1 day, 0:44:14
2023-07-26 07:56:38,379 semantic_segmentation INFO: Iters: 96930/150000 || Lr: 0.007851 || Task Loss: 0.2248 || KD Loss: 0.0387|| 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, 21:10:22 || Estimated Time: 1 day, 0:43:57
2023-07-26 07:56:54,267 semantic_segmentation INFO: Iters: 96940/150000 || Lr: 0.007850 || Task Loss: 0.3553 || KD Loss: 0.0623|| 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, 21:10:38 || Estimated Time: 1 day, 0:43:39
2023-07-26 07:57:10,141 semantic_segmentation INFO: Iters: 96950/150000 || Lr: 0.007848 || Task Loss: 0.4072 || KD Loss: 0.0868|| 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, 21:10:54 || Estimated Time: 1 day, 0:43:22
2023-07-26 07:57:25,981 semantic_segmentation INFO: Iters: 96960/150000 || Lr: 0.007847 || Task Loss: 0.3094 || KD Loss: 0.0425|| 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, 21:11:10 || Estimated Time: 1 day, 0:43:05
2023-07-26 07:57:41,832 semantic_segmentation INFO: Iters: 96970/150000 || Lr: 0.007846 || Task Loss: 0.3318 || KD Loss: 0.0386|| 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, 21:11:26 || Estimated Time: 1 day, 0:42:48
2023-07-26 07:57:57,681 semantic_segmentation INFO: Iters: 96980/150000 || Lr: 0.007844 || Task Loss: 0.3115 || KD Loss: 0.0435|| 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, 21:11:42 || Estimated Time: 1 day, 0:42:30
2023-07-26 07:58:13,540 semantic_segmentation INFO: Iters: 96990/150000 || Lr: 0.007843 || Task Loss: 0.3316 || KD Loss: 0.0714|| 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, 21:11:58 || Estimated Time: 1 day, 0:42:13
2023-07-26 07:58:29,429 semantic_segmentation INFO: Iters: 97000/150000 || Lr: 0.007842 || Task Loss: 0.3410 || KD Loss: 0.0476|| 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, 21:12:13 || Estimated Time: 1 day, 0:41:56
2023-07-26 07:58:45,304 semantic_segmentation INFO: Iters: 97010/150000 || Lr: 0.007840 || Task Loss: 0.3581 || KD Loss: 0.0597|| 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, 21:12:29 || Estimated Time: 1 day, 0:41:38
2023-07-26 07:59:01,206 semantic_segmentation INFO: Iters: 97020/150000 || Lr: 0.007839 || Task Loss: 0.3270 || KD Loss: 0.0514|| 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, 21:12:45 || Estimated Time: 1 day, 0:41:21
2023-07-26 07:59:17,111 semantic_segmentation INFO: Iters: 97030/150000 || Lr: 0.007838 || Task Loss: 0.5617 || KD Loss: 0.1721|| 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, 21:13:01 || Estimated Time: 1 day, 0:41:04
2023-07-26 07:59:33,085 semantic_segmentation INFO: Iters: 97040/150000 || Lr: 0.007836 || Task Loss: 0.3373 || KD Loss: 0.0622|| 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, 21:13:17 || Estimated Time: 1 day, 0:40:47
2023-07-26 07:59:49,002 semantic_segmentation INFO: Iters: 97050/150000 || Lr: 0.007835 || Task Loss: 0.3013 || KD Loss: 0.0399|| 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, 21:13:33 || Estimated Time: 1 day, 0:40:29
2023-07-26 08:00:04,915 semantic_segmentation INFO: Iters: 97060/150000 || Lr: 0.007834 || Task Loss: 0.3097 || KD Loss: 0.0464|| 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, 21:13:49 || Estimated Time: 1 day, 0:40:12
2023-07-26 08:00:20,849 semantic_segmentation INFO: Iters: 97070/150000 || Lr: 0.007832 || Task Loss: 0.3320 || KD Loss: 0.0476|| 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, 21:14:05 || Estimated Time: 1 day, 0:39:55
2023-07-26 08:00:36,780 semantic_segmentation INFO: Iters: 97080/150000 || Lr: 0.007831 || Task Loss: 0.3136 || KD Loss: 0.0635|| 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, 21:14:21 || Estimated Time: 1 day, 0:39:38
2023-07-26 08:00:52,741 semantic_segmentation INFO: Iters: 97090/150000 || Lr: 0.007830 || Task Loss: 0.6998 || KD Loss: 0.3377|| 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, 21:14:37 || Estimated Time: 1 day, 0:39:21
2023-07-26 08:01:08,704 semantic_segmentation INFO: Iters: 97100/150000 || Lr: 0.007828 || Task Loss: 0.4363 || KD Loss: 0.0805|| 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, 21:14:53 || Estimated Time: 1 day, 0:39:03
2023-07-26 08:01:24,687 semantic_segmentation INFO: Iters: 97110/150000 || Lr: 0.007827 || Task Loss: 0.3036 || KD Loss: 0.0487|| 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, 21:15:09 || Estimated Time: 1 day, 0:38:46
2023-07-26 08:01:40,671 semantic_segmentation INFO: Iters: 97120/150000 || Lr: 0.007826 || Task Loss: 0.3020 || KD Loss: 0.0602|| 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, 21:15:25 || Estimated Time: 1 day, 0:38:29
2023-07-26 08:01:56,589 semantic_segmentation INFO: Iters: 97130/150000 || Lr: 0.007824 || Task Loss: 0.3127 || KD Loss: 0.0632|| 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, 21:15:41 || Estimated Time: 1 day, 0:38:12
2023-07-26 08:02:12,541 semantic_segmentation INFO: Iters: 97140/150000 || Lr: 0.007823 || Task Loss: 1.0083 || KD Loss: 0.4787|| 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, 21:15:57 || Estimated Time: 1 day, 0:37:54
2023-07-26 08:02:28,492 semantic_segmentation INFO: Iters: 97150/150000 || Lr: 0.007822 || Task Loss: 0.3813 || KD Loss: 0.0696|| 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, 21:16:12 || Estimated Time: 1 day, 0:37:37
2023-07-26 08:02:44,407 semantic_segmentation INFO: Iters: 97160/150000 || Lr: 0.007820 || Task Loss: 0.2561 || KD Loss: 0.0423|| 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, 21:16:28 || Estimated Time: 1 day, 0:37:20
2023-07-26 08:03:00,371 semantic_segmentation INFO: Iters: 97170/150000 || Lr: 0.007819 || Task Loss: 0.3216 || KD Loss: 0.0357|| 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, 21:16:44 || Estimated Time: 1 day, 0:37:03
2023-07-26 08:03:16,269 semantic_segmentation INFO: Iters: 97180/150000 || Lr: 0.007818 || Task Loss: 0.2825 || KD Loss: 0.0394|| 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, 21:17:00 || Estimated Time: 1 day, 0:36:45
2023-07-26 08:03:32,176 semantic_segmentation INFO: Iters: 97190/150000 || Lr: 0.007816 || Task Loss: 0.3862 || KD Loss: 0.0659|| 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, 21:17:16 || Estimated Time: 1 day, 0:36:28
2023-07-26 08:03:48,120 semantic_segmentation INFO: Iters: 97200/150000 || Lr: 0.007815 || Task Loss: 0.4660 || KD Loss: 0.0563|| 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, 21:17:32 || Estimated Time: 1 day, 0:36:11
2023-07-26 08:04:04,070 semantic_segmentation INFO: Iters: 97210/150000 || Lr: 0.007814 || Task Loss: 0.2092 || KD Loss: 0.0497|| 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, 21:17:48 || Estimated Time: 1 day, 0:35:54
2023-07-26 08:04:19,987 semantic_segmentation INFO: Iters: 97220/150000 || Lr: 0.007812 || Task Loss: 0.2500 || KD Loss: 0.0433|| 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, 21:18:04 || Estimated Time: 1 day, 0:35:37
2023-07-26 08:04:35,964 semantic_segmentation INFO: Iters: 97230/150000 || Lr: 0.007811 || Task Loss: 0.3630 || KD Loss: 0.0571|| 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, 21:18:20 || Estimated Time: 1 day, 0:35:19
2023-07-26 08:04:51,886 semantic_segmentation INFO: Iters: 97240/150000 || Lr: 0.007810 || Task Loss: 0.3435 || KD Loss: 0.0684|| 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, 21:18:36 || Estimated Time: 1 day, 0:35:02
2023-07-26 08:05:07,794 semantic_segmentation INFO: Iters: 97250/150000 || Lr: 0.007808 || Task Loss: 0.3091 || KD Loss: 0.0392|| 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, 21:18:52 || Estimated Time: 1 day, 0:34:45
2023-07-26 08:05:23,748 semantic_segmentation INFO: Iters: 97260/150000 || Lr: 0.007807 || Task Loss: 0.5034 || KD Loss: 0.0532|| 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, 21:19:08 || Estimated Time: 1 day, 0:34:28
2023-07-26 08:05:39,815 semantic_segmentation INFO: Iters: 97270/150000 || Lr: 0.007806 || Task Loss: 0.4997 || KD Loss: 0.1356|| 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, 21:19:24 || Estimated Time: 1 day, 0:34:10
2023-07-26 08:05:55,721 semantic_segmentation INFO: Iters: 97280/150000 || Lr: 0.007804 || Task Loss: 0.2441 || KD Loss: 0.0375|| 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, 21:19:40 || Estimated Time: 1 day, 0:33:53
2023-07-26 08:06:11,636 semantic_segmentation INFO: Iters: 97290/150000 || Lr: 0.007803 || Task Loss: 0.2272 || KD Loss: 0.0441|| 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, 21:19:56 || Estimated Time: 1 day, 0:33:36
2023-07-26 08:06:27,537 semantic_segmentation INFO: Iters: 97300/150000 || Lr: 0.007802 || Task Loss: 0.4059 || KD Loss: 0.0439|| 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, 21:20:12 || Estimated Time: 1 day, 0:33:19
2023-07-26 08:06:43,466 semantic_segmentation INFO: Iters: 97310/150000 || Lr: 0.007800 || Task Loss: 0.3867 || KD Loss: 0.0422|| 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, 21:20:27 || Estimated Time: 1 day, 0:33:02
2023-07-26 08:06:59,405 semantic_segmentation INFO: Iters: 97320/150000 || Lr: 0.007799 || Task Loss: 0.3443 || KD Loss: 0.0793|| 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, 21:20:43 || Estimated Time: 1 day, 0:32:44
2023-07-26 08:07:15,351 semantic_segmentation INFO: Iters: 97330/150000 || Lr: 0.007798 || Task Loss: 0.3126 || KD Loss: 0.0465|| 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, 21:20:59 || Estimated Time: 1 day, 0:32:27
2023-07-26 08:07:31,281 semantic_segmentation INFO: Iters: 97340/150000 || Lr: 0.007796 || Task Loss: 0.2965 || KD Loss: 0.0477|| 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, 21:21:15 || Estimated Time: 1 day, 0:32:10
2023-07-26 08:07:47,188 semantic_segmentation INFO: Iters: 97350/150000 || Lr: 0.007795 || Task Loss: 0.3172 || KD Loss: 0.0744|| 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, 21:21:31 || Estimated Time: 1 day, 0:31:53
2023-07-26 08:08:03,126 semantic_segmentation INFO: Iters: 97360/150000 || Lr: 0.007794 || Task Loss: 0.3264 || KD Loss: 0.0656|| 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, 21:21:47 || Estimated Time: 1 day, 0:31:35
2023-07-26 08:08:19,062 semantic_segmentation INFO: Iters: 97370/150000 || Lr: 0.007792 || Task Loss: 0.3536 || KD Loss: 0.0534|| 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, 21:22:03 || Estimated Time: 1 day, 0:31:18
2023-07-26 08:08:34,997 semantic_segmentation INFO: Iters: 97380/150000 || Lr: 0.007791 || Task Loss: 0.3942 || KD Loss: 0.0487|| 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, 21:22:19 || Estimated Time: 1 day, 0:31:01
2023-07-26 08:08:50,955 semantic_segmentation INFO: Iters: 97390/150000 || Lr: 0.007790 || Task Loss: 0.3582 || KD Loss: 0.0570|| 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, 21:22:35 || Estimated Time: 1 day, 0:30:44
2023-07-26 08:09:06,895 semantic_segmentation INFO: Iters: 97400/150000 || Lr: 0.007788 || Task Loss: 0.2155 || KD Loss: 0.0332|| 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, 21:22:51 || Estimated Time: 1 day, 0:30:26
2023-07-26 08:09:22,830 semantic_segmentation INFO: Iters: 97410/150000 || Lr: 0.007787 || Task Loss: 0.3961 || KD Loss: 0.0410|| 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, 21:23:07 || Estimated Time: 1 day, 0:30:09
2023-07-26 08:09:38,728 semantic_segmentation INFO: Iters: 97420/150000 || Lr: 0.007786 || Task Loss: 0.4224 || 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: 1 day, 21:23:23 || Estimated Time: 1 day, 0:29:52
2023-07-26 08:09:54,640 semantic_segmentation INFO: Iters: 97430/150000 || Lr: 0.007784 || Task Loss: 0.3111 || KD Loss: 0.0554|| 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, 21:23:39 || Estimated Time: 1 day, 0:29:35
2023-07-26 08:10:10,561 semantic_segmentation INFO: Iters: 97440/150000 || Lr: 0.007783 || Task Loss: 0.3272 || KD Loss: 0.0597|| 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, 21:23:55 || Estimated Time: 1 day, 0:29:18
2023-07-26 08:10:26,496 semantic_segmentation INFO: Iters: 97450/150000 || Lr: 0.007782 || Task Loss: 0.3867 || KD Loss: 0.0814|| 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, 21:24:10 || Estimated Time: 1 day, 0:29:00
2023-07-26 08:10:42,401 semantic_segmentation INFO: Iters: 97460/150000 || Lr: 0.007780 || Task Loss: 0.3571 || KD Loss: 0.0894|| 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, 21:24:26 || Estimated Time: 1 day, 0:28:43
2023-07-26 08:10:58,287 semantic_segmentation INFO: Iters: 97470/150000 || Lr: 0.007779 || Task Loss: 0.2579 || KD Loss: 0.0501|| 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, 21:24:42 || Estimated Time: 1 day, 0:28:26
2023-07-26 08:11:14,220 semantic_segmentation INFO: Iters: 97480/150000 || Lr: 0.007778 || Task Loss: 0.3504 || KD Loss: 0.0556|| 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, 21:24:58 || Estimated Time: 1 day, 0:28:09
2023-07-26 08:11:30,156 semantic_segmentation INFO: Iters: 97490/150000 || Lr: 0.007776 || Task Loss: 0.3265 || KD Loss: 0.0410|| 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, 21:25:14 || Estimated Time: 1 day, 0:27:51
2023-07-26 08:11:46,064 semantic_segmentation INFO: Iters: 97500/150000 || Lr: 0.007775 || Task Loss: 0.3075 || KD Loss: 0.0731|| 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, 21:25:30 || Estimated Time: 1 day, 0:27:34
2023-07-26 08:12:01,959 semantic_segmentation INFO: Iters: 97510/150000 || Lr: 0.007774 || Task Loss: 0.2397 || KD Loss: 0.0411|| 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, 21:25:46 || Estimated Time: 1 day, 0:27:17
2023-07-26 08:12:17,893 semantic_segmentation INFO: Iters: 97520/150000 || Lr: 0.007772 || Task Loss: 0.3205 || KD Loss: 0.0724|| 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, 21:26:02 || Estimated Time: 1 day, 0:27:00
2023-07-26 08:12:35,237 semantic_segmentation INFO: Iters: 97530/150000 || Lr: 0.007771 || Task Loss: 0.3192 || KD Loss: 0.0647|| 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, 21:26:19 || Estimated Time: 1 day, 0:26:43
2023-07-26 08:12:52,970 semantic_segmentation INFO: Iters: 97540/150000 || Lr: 0.007770 || Task Loss: 0.3620 || KD Loss: 0.0767|| 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, 21:26:37 || Estimated Time: 1 day, 0:26:27
2023-07-26 08:13:08,841 semantic_segmentation INFO: Iters: 97550/150000 || Lr: 0.007768 || Task Loss: 0.2765 || KD Loss: 0.0384|| 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, 21:26:53 || Estimated Time: 1 day, 0:26:10
2023-07-26 08:13:24,952 semantic_segmentation INFO: Iters: 97560/150000 || Lr: 0.007767 || Task Loss: 0.3118 || KD Loss: 0.0378|| 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, 21:27:09 || Estimated Time: 1 day, 0:25:53
2023-07-26 08:13:40,880 semantic_segmentation INFO: Iters: 97570/150000 || Lr: 0.007766 || Task Loss: 0.3048 || KD Loss: 0.0414|| 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, 21:27:25 || Estimated Time: 1 day, 0:25:35
2023-07-26 08:13:56,864 semantic_segmentation INFO: Iters: 97580/150000 || Lr: 0.007764 || Task Loss: 0.4538 || KD Loss: 0.1070|| 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, 21:27:41 || Estimated Time: 1 day, 0:25:18
2023-07-26 08:14:12,761 semantic_segmentation INFO: Iters: 97590/150000 || Lr: 0.007763 || Task Loss: 0.2811 || KD Loss: 0.0383|| 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, 21:27:57 || Estimated Time: 1 day, 0:25:01
2023-07-26 08:14:28,705 semantic_segmentation INFO: Iters: 97600/150000 || Lr: 0.007762 || Task Loss: 0.3139 || 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: 1 day, 21:28:13 || Estimated Time: 1 day, 0:24:44
2023-07-26 08:14:28,818 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:14:29,270 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-26 08:14:29,283 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.136
2023-07-26 08:14:29,295 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-26 08:14:29,309 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.982, mIoU: 0.170
2023-07-26 08:14:29,322 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.247
2023-07-26 08:14:29,334 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.288
2023-07-26 08:14:29,347 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.334
2023-07-26 08:14:29,361 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.337
2023-07-26 08:14:29,373 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.372
2023-07-26 08:14:29,387 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.404
2023-07-26 08:14:29,400 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.436
2023-07-26 08:14:29,414 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.483
2023-07-26 08:14:29,426 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.465
2023-07-26 08:14:29,439 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.940, mIoU: 0.447
2023-07-26 08:14:29,453 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.447
2023-07-26 08:14:29,465 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.441
2023-07-26 08:14:29,476 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.426
2023-07-26 08:14:29,487 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.427
2023-07-26 08:14:29,501 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.430
2023-07-26 08:14:29,516 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.479
2023-07-26 08:14:29,531 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.481
2023-07-26 08:14:29,545 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.491
2023-07-26 08:14:29,559 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.524
2023-07-26 08:14:29,575 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.527
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2023-07-26 08:14:29,619 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.542
2023-07-26 08:14:29,630 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.543
2023-07-26 08:14:29,644 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.534
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2023-07-26 08:14:29,702 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.541
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2023-07-26 08:14:29,730 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.560
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2023-07-26 08:14:29,932 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.641
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2023-07-26 08:14:30,003 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.643
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2023-07-26 08:14:34,832 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.932, mIoU: 0.696
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2023-07-26 08:14:34,952 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 08:14:34,967 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 08:14:34,981 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.932, mIoU: 0.697
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2023-07-26 08:14:35,009 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.932, mIoU: 0.697
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2023-07-26 08:14:35,035 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.932, mIoU: 0.698
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2023-07-26 08:14:35,077 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 08:14:35,131 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:14:35,143 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 08:14:35,171 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:14:35,184 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 08:14:35,212 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 08:14:35,226 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 08:14:35,241 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 08:14:35,255 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:14:35,270 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:14:35,284 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 08:14:35,409 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 08:14:35,458 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 08:14:35,472 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 08:14:35,530 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 08:14:35,700 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 08:14:35,742 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:14:35,753 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:14:35,768 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 08:14:35,797 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:14:35,811 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:14:35,825 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:14:35,835 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 08:14:35,974 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 08:14:36,013 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,026 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:14:36,080 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,095 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,109 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,124 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,137 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,149 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,163 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:14:36,178 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:14:36,191 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:14:36,204 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:14:36,220 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:14:36,234 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:14:36,249 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,261 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,275 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:14:36,290 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:14:36,305 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:14:36,320 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,334 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:14:36,362 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,377 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:14:36,390 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:14:36,404 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:14:36,417 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:14:36,432 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 08:14:36,445 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:14:36,456 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.935, mIoU: 0.719
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2023-07-26 08:14:36,481 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 08:14:36,495 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 08:14:36,522 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,530 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,544 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,558 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,572 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,586 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,599 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,611 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 08:14:36,623 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 08:14:36,678 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 08:14:36,704 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 08:14:36,773 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 08:14:36,800 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 08:14:37,420 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 08:14:37,445 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 08:14:37,472 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:14:37,487 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:14:37,500 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:14:37,515 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:14:37,529 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:14:37,543 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:14:37,557 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:14:37,570 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:14:37,582 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:14:37,596 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,610 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,624 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,636 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,651 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,663 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,678 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,693 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,708 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,722 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,736 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,750 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:37,763 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:37,777 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 08:14:37,791 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 08:14:37,805 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 08:14:37,822 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 08:14:37,836 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:37,851 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 08:14:37,861 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:37,873 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,887 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,899 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,913 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,926 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,939 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,954 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,969 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:37,984 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:37,999 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:38,012 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:38,027 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:38,040 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:38,054 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 08:14:38,068 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 08:14:38,083 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,098 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,112 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,126 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,138 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,152 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,166 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 08:14:38,178 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,190 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,203 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,217 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:14:38,231 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:14:38,243 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:14:38,257 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,272 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,286 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,298 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,310 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,318 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,332 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,346 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,360 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:38,375 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,389 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,403 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,418 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,432 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,444 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,458 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,471 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,485 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,499 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,511 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,524 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,536 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,549 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,562 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,575 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:38,587 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,601 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:14:38,616 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:38,627 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:38,640 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,653 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,664 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:38,678 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,693 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,708 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,722 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,736 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,750 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,763 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,778 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,792 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,808 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,823 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,837 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:14:38,851 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:14:38,863 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:38,875 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:38,887 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,902 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,917 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,929 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,941 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,955 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,969 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,983 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:38,997 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,011 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,023 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:39,037 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:39,049 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:39,062 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,076 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,089 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,104 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,116 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,131 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,146 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,159 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,172 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,187 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,202 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,217 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,231 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,243 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,256 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,270 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,283 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:39,297 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,314 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,326 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,341 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:39,353 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,367 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,381 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,394 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,406 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,420 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,434 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,447 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,461 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,475 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,488 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:39,500 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,514 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,528 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,544 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,557 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,571 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,584 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,599 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,611 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,624 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,639 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,653 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,666 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,681 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,696 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:39,712 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,728 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,740 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,752 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,765 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,779 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,791 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,804 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:39,818 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,831 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,843 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,857 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,871 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,885 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,900 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,913 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,925 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,939 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,954 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:39,968 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:14:39,983 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:14:39,995 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,008 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,019 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,034 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,049 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,063 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,076 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,087 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,100 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,114 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,129 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:40,141 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:40,155 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:40,167 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:40,181 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,193 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,207 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,219 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,233 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,247 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,259 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,274 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:40,288 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,301 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,315 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:40,329 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,343 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,357 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,370 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,384 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,399 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,411 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,424 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,436 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,452 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,465 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,481 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,496 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,507 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,521 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,536 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,551 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,563 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,578 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,591 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:40,604 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,617 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,632 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:40,646 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,658 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,669 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,684 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,698 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,713 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,725 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:40,740 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:40,754 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:40,769 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:40,784 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:40,796 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:14:40,811 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,823 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,837 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,851 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,864 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,879 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,891 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,905 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,919 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,933 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,947 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:40,961 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,975 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:40,989 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,004 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,017 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,032 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,046 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,055 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,068 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,081 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,095 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,109 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,123 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,136 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,149 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:41,163 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,177 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,192 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,207 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,219 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,234 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,248 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,263 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,276 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,290 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,304 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,319 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:41,331 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,345 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,360 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,372 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,385 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,399 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,412 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:14:41,425 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:41,438 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,451 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,465 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,479 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,493 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,507 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,521 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,533 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,546 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,560 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,572 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,584 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:41,598 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:41,613 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,627 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,642 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,655 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,667 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,683 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,697 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,710 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,726 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,739 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,754 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,768 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,784 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,799 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,812 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,821 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,836 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,851 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,864 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,877 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,891 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,905 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,917 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,931 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,945 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:41,959 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:41,975 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:41,989 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,004 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,019 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,031 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,046 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,060 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,073 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:42,085 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,100 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,114 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,128 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,135 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,147 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,159 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,171 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,182 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:42,197 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,211 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,225 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,236 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,249 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,263 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,273 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,288 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,301 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,315 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,329 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,344 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,358 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,369 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,381 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,395 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,410 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,424 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,438 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,450 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,459 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,470 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,482 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,493 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,507 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,519 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,533 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:42,547 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,561 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,574 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,588 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,602 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,616 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:14:42,630 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,644 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,657 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,671 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:14:42,686 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,698 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,711 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,725 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,737 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,753 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 08:14:42,766 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,781 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,796 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,812 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,827 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,840 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,854 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,868 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,882 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,897 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:42,910 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 08:14:42,922 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 08:14:42,936 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 08:14:42,951 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 08:14:42,965 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-26 08:14:42,980 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-26 08:14:42,994 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 08:14:43,009 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 08:14:43,024 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,038 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,050 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,064 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,074 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,087 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,101 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:14:43,112 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:43,126 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:43,140 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:14:43,154 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,168 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,183 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,197 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,211 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,222 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,237 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,249 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,263 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,278 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,291 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,305 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,317 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,331 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,345 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,360 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,374 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,388 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,400 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,412 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,427 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,439 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,452 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,467 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,481 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,496 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,508 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,520 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,535 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,550 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,565 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 08:14:43,577 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,590 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,604 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,618 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,633 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,646 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,660 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,674 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:14:43,688 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,702 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,716 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,730 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,743 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,758 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,771 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,786 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,800 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,815 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,826 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:14:43,841 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:43,855 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,870 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:43,883 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,897 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,912 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,926 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,940 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,955 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,970 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,982 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:43,997 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,012 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,025 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,039 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,052 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:14:44,060 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,075 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,089 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,101 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:14:44,115 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,129 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,142 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,154 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,168 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,182 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,196 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,212 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 08:14:44,225 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,241 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 08:14:44,254 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 08:14:44,267 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 08:14:44,282 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,296 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,310 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,322 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,334 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,348 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,363 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,377 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,391 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,403 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,418 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,431 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,443 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,458 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,472 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,486 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,500 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,513 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,527 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,541 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,555 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,570 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,583 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,598 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,610 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,623 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,635 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.938, mIoU: 0.719
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2023-07-26 08:14:44,663 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,677 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,692 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,702 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,715 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,730 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,745 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:14:44,757 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:44,793 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,807 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,820 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:44,833 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:44,859 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,873 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,886 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.937, mIoU: 0.717
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2023-07-26 08:14:44,926 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:44,940 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:44,981 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:45,007 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,021 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:45,129 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,141 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 08:14:45,183 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:45,235 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,249 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 08:14:45,276 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,289 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,302 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,316 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,331 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,345 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,360 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,375 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,388 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,402 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:45,416 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,429 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,442 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,457 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,472 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,484 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,498 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,509 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,523 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,538 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,552 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:45,564 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,578 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,593 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,607 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,618 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,632 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,646 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,656 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,670 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,684 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,699 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,711 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,723 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,737 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,752 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,766 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,779 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,794 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,807 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,820 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,834 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,848 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,862 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:45,876 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,891 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,904 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,918 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,931 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,945 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,959 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:45,971 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:45,983 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:45,997 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,011 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.936, mIoU: 0.716
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2023-07-26 08:14:46,077 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,089 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,101 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,115 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,129 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,143 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,157 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,172 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,187 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,199 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,213 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,227 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,239 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:14:46,254 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,269 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,283 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,296 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,310 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:14:46,324 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.936, mIoU: 0.716
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2023-07-26 08:14:46,366 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.936, mIoU: 0.716
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2023-07-26 08:14:46,409 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 08:14:46,477 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 08:14:46,504 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 08:14:46,532 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:46,637 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.936, mIoU: 0.717
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2023-07-26 08:14:46,661 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 08:14:46,689 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:46,701 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:46,714 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:14:46,728 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:46,839 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 08:14:46,909 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:46,922 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 08:14:46,980 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:46,992 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,006 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,021 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,035 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,049 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,061 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:14:47,076 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:47,119 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,132 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:47,160 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,170 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,182 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,194 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:47,235 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,248 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:14:47,260 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:47,310 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 08:14:47,936 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:47,950 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:47,964 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:47,980 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:47,992 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,005 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,019 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,033 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,045 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,057 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,071 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,084 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,098 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,112 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,125 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,139 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,153 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,166 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,180 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,192 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,207 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:14:48,222 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,236 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,250 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,263 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,278 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,292 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,307 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,321 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,336 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,350 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,364 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,376 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,389 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,402 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,415 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,429 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,443 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,457 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,470 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,483 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,492 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,506 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,518 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,532 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,546 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,560 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,575 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,586 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,595 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,611 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,625 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,640 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,652 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,667 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:14:48,681 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,694 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,708 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,723 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,736 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,750 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,763 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,777 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,790 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,804 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,816 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,831 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,845 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,859 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:14:48,873 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:48,885 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:48,898 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:48,911 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 08:14:48,926 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:15:05,129 semantic_segmentation INFO: Iters: 97610/150000 || Lr: 0.007760 || Task Loss: 0.4186 || KD Loss: 0.0796|| 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, 21:28:49 || Estimated Time: 1 day, 0:24:37
2023-07-26 08:15:21,081 semantic_segmentation INFO: Iters: 97620/150000 || Lr: 0.007759 || Task Loss: 0.4844 || KD Loss: 0.0741|| 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, 21:29:05 || Estimated Time: 1 day, 0:24:20
2023-07-26 08:15:37,099 semantic_segmentation INFO: Iters: 97630/150000 || Lr: 0.007758 || Task Loss: 0.1552 || KD Loss: 0.0228|| 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, 21:29:21 || Estimated Time: 1 day, 0:24:03
2023-07-26 08:15:53,067 semantic_segmentation INFO: Iters: 97640/150000 || Lr: 0.007756 || Task Loss: 0.4367 || KD Loss: 0.0550|| 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, 21:29:37 || Estimated Time: 1 day, 0:23:46
2023-07-26 08:16:09,024 semantic_segmentation INFO: Iters: 97650/150000 || Lr: 0.007755 || Task Loss: 0.3650 || KD Loss: 0.0667|| 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, 21:29:53 || Estimated Time: 1 day, 0:23:29
2023-07-26 08:16:25,002 semantic_segmentation INFO: Iters: 97660/150000 || Lr: 0.007754 || Task Loss: 0.4178 || KD Loss: 0.0735|| 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, 21:30:09 || Estimated Time: 1 day, 0:23:11
2023-07-26 08:16:40,956 semantic_segmentation INFO: Iters: 97670/150000 || Lr: 0.007752 || Task Loss: 0.2148 || KD Loss: 0.0373|| 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, 21:30:25 || Estimated Time: 1 day, 0:22:54
2023-07-26 08:16:56,913 semantic_segmentation INFO: Iters: 97680/150000 || Lr: 0.007751 || Task Loss: 0.2337 || KD Loss: 0.0301|| 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, 21:30:41 || Estimated Time: 1 day, 0:22:37
2023-07-26 08:17:12,867 semantic_segmentation INFO: Iters: 97690/150000 || Lr: 0.007750 || Task Loss: 0.3993 || KD Loss: 0.0978|| 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, 21:30:57 || Estimated Time: 1 day, 0:22:20
2023-07-26 08:17:28,800 semantic_segmentation INFO: Iters: 97700/150000 || Lr: 0.007748 || Task Loss: 0.6031 || KD Loss: 0.2219|| 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, 21:31:13 || Estimated Time: 1 day, 0:22:03
2023-07-26 08:17:44,771 semantic_segmentation INFO: Iters: 97710/150000 || Lr: 0.007747 || Task Loss: 0.3226 || KD Loss: 0.0395|| 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, 21:31:29 || Estimated Time: 1 day, 0:21:45
2023-07-26 08:18:00,773 semantic_segmentation INFO: Iters: 97720/150000 || Lr: 0.007746 || Task Loss: 0.3333 || KD Loss: 0.0503|| 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, 21:31:45 || Estimated Time: 1 day, 0:21:28
2023-07-26 08:18:16,751 semantic_segmentation INFO: Iters: 97730/150000 || Lr: 0.007744 || Task Loss: 0.3799 || KD Loss: 0.0503|| 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, 21:32:01 || Estimated Time: 1 day, 0:21:11
2023-07-26 08:18:32,702 semantic_segmentation INFO: Iters: 97740/150000 || Lr: 0.007743 || Task Loss: 0.2483 || KD Loss: 0.0338|| 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, 21:32:17 || Estimated Time: 1 day, 0:20:54
2023-07-26 08:18:48,619 semantic_segmentation INFO: Iters: 97750/150000 || Lr: 0.007742 || Task Loss: 0.3999 || KD Loss: 0.0749|| 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, 21:32:33 || Estimated Time: 1 day, 0:20:37
2023-07-26 08:19:04,587 semantic_segmentation INFO: Iters: 97760/150000 || Lr: 0.007740 || Task Loss: 0.3559 || KD Loss: 0.0520|| 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, 21:32:49 || Estimated Time: 1 day, 0:20:19
2023-07-26 08:19:20,525 semantic_segmentation INFO: Iters: 97770/150000 || Lr: 0.007739 || Task Loss: 0.3640 || KD Loss: 0.0522|| 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, 21:33:05 || Estimated Time: 1 day, 0:20:02
2023-07-26 08:19:36,424 semantic_segmentation INFO: Iters: 97780/150000 || Lr: 0.007738 || Task Loss: 0.2792 || KD Loss: 0.0418|| 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, 21:33:20 || Estimated Time: 1 day, 0:19:45
2023-07-26 08:19:52,382 semantic_segmentation INFO: Iters: 97790/150000 || Lr: 0.007736 || Task Loss: 0.2495 || KD Loss: 0.0386|| 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, 21:33:36 || Estimated Time: 1 day, 0:19:28
2023-07-26 08:20:08,304 semantic_segmentation INFO: Iters: 97800/150000 || Lr: 0.007735 || Task Loss: 0.4038 || KD Loss: 0.0500|| 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, 21:33:52 || Estimated Time: 1 day, 0:19:10
2023-07-26 08:20:24,191 semantic_segmentation INFO: Iters: 97810/150000 || Lr: 0.007734 || Task Loss: 0.2720 || KD Loss: 0.0427|| 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, 21:34:08 || Estimated Time: 1 day, 0:18:53
2023-07-26 08:20:40,113 semantic_segmentation INFO: Iters: 97820/150000 || Lr: 0.007732 || Task Loss: 0.3452 || KD Loss: 0.0637|| 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, 21:34:24 || Estimated Time: 1 day, 0:18:36
2023-07-26 08:20:56,057 semantic_segmentation INFO: Iters: 97830/150000 || Lr: 0.007731 || Task Loss: 0.3026 || KD Loss: 0.0492|| 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, 21:34:40 || Estimated Time: 1 day, 0:18:19
2023-07-26 08:21:12,025 semantic_segmentation INFO: Iters: 97840/150000 || Lr: 0.007730 || Task Loss: 0.3194 || KD Loss: 0.0560|| 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, 21:34:56 || Estimated Time: 1 day, 0:18:02
2023-07-26 08:21:27,990 semantic_segmentation INFO: Iters: 97850/150000 || Lr: 0.007728 || Task Loss: 0.2407 || KD Loss: 0.0435|| 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, 21:35:12 || Estimated Time: 1 day, 0:17:44
2023-07-26 08:21:43,925 semantic_segmentation INFO: Iters: 97860/150000 || Lr: 0.007727 || Task Loss: 0.3146 || KD Loss: 0.0545|| 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, 21:35:28 || Estimated Time: 1 day, 0:17:27
2023-07-26 08:21:59,818 semantic_segmentation INFO: Iters: 97870/150000 || Lr: 0.007726 || Task Loss: 0.2752 || KD Loss: 0.0401|| 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, 21:35:44 || Estimated Time: 1 day, 0:17:10
2023-07-26 08:22:15,703 semantic_segmentation INFO: Iters: 97880/150000 || Lr: 0.007724 || Task Loss: 0.2584 || KD Loss: 0.0314|| 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, 21:36:00 || Estimated Time: 1 day, 0:16:53
2023-07-26 08:22:31,631 semantic_segmentation INFO: Iters: 97890/150000 || Lr: 0.007723 || Task Loss: 0.1951 || KD Loss: 0.0395|| 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, 21:36:16 || Estimated Time: 1 day, 0:16:35
2023-07-26 08:22:47,553 semantic_segmentation INFO: Iters: 97900/150000 || Lr: 0.007722 || Task Loss: 0.4971 || KD Loss: 0.1065|| 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, 21:36:32 || Estimated Time: 1 day, 0:16:18
2023-07-26 08:23:03,518 semantic_segmentation INFO: Iters: 97910/150000 || Lr: 0.007720 || Task Loss: 0.3043 || KD Loss: 0.0560|| 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, 21:36:47 || Estimated Time: 1 day, 0:16:01
2023-07-26 08:23:19,461 semantic_segmentation INFO: Iters: 97920/150000 || Lr: 0.007719 || Task Loss: 0.3392 || KD Loss: 0.0462|| 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, 21:37:03 || Estimated Time: 1 day, 0:15:44
2023-07-26 08:23:35,383 semantic_segmentation INFO: Iters: 97930/150000 || Lr: 0.007718 || Task Loss: 0.3871 || KD Loss: 0.0369|| 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, 21:37:19 || Estimated Time: 1 day, 0:15:27
2023-07-26 08:23:51,371 semantic_segmentation INFO: Iters: 97940/150000 || Lr: 0.007716 || Task Loss: 0.4505 || KD Loss: 0.1278|| 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, 21:37:35 || Estimated Time: 1 day, 0:15:09
2023-07-26 08:24:07,329 semantic_segmentation INFO: Iters: 97950/150000 || Lr: 0.007715 || Task Loss: 0.2662 || KD Loss: 0.0325|| 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, 21:37:51 || Estimated Time: 1 day, 0:14:52
2023-07-26 08:24:23,276 semantic_segmentation INFO: Iters: 97960/150000 || Lr: 0.007714 || Task Loss: 0.3340 || KD Loss: 0.0551|| 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, 21:38:07 || Estimated Time: 1 day, 0:14:35
2023-07-26 08:24:39,205 semantic_segmentation INFO: Iters: 97970/150000 || Lr: 0.007712 || Task Loss: 0.4084 || KD Loss: 0.0656|| 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, 21:38:23 || Estimated Time: 1 day, 0:14:18
2023-07-26 08:24:55,136 semantic_segmentation INFO: Iters: 97980/150000 || Lr: 0.007711 || Task Loss: 0.3602 || KD Loss: 0.0611|| 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, 21:38:39 || Estimated Time: 1 day, 0:14:01
2023-07-26 08:25:11,095 semantic_segmentation INFO: Iters: 97990/150000 || Lr: 0.007710 || Task Loss: 0.3973 || KD Loss: 0.0573|| 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, 21:38:55 || Estimated Time: 1 day, 0:13:43
2023-07-26 08:25:27,029 semantic_segmentation INFO: Iters: 98000/150000 || Lr: 0.007708 || Task Loss: 0.3612 || KD Loss: 0.0895|| 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, 21:39:11 || Estimated Time: 1 day, 0:13:26
2023-07-26 08:25:43,002 semantic_segmentation INFO: Iters: 98010/150000 || Lr: 0.007707 || Task Loss: 0.3224 || KD Loss: 0.0438|| 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, 21:39:27 || Estimated Time: 1 day, 0:13:09
2023-07-26 08:25:58,973 semantic_segmentation INFO: Iters: 98020/150000 || Lr: 0.007706 || Task Loss: 0.3037 || KD Loss: 0.0541|| 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, 21:39:43 || Estimated Time: 1 day, 0:12:52
2023-07-26 08:26:14,853 semantic_segmentation INFO: Iters: 98030/150000 || Lr: 0.007704 || Task Loss: 0.3387 || KD Loss: 0.0574|| 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, 21:39:59 || Estimated Time: 1 day, 0:12:35
2023-07-26 08:26:30,759 semantic_segmentation INFO: Iters: 98040/150000 || Lr: 0.007703 || Task Loss: 0.3166 || KD Loss: 0.0618|| 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, 21:40:15 || Estimated Time: 1 day, 0:12:17
2023-07-26 08:26:46,699 semantic_segmentation INFO: Iters: 98050/150000 || Lr: 0.007702 || Task Loss: 0.2424 || KD Loss: 0.0392|| 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, 21:40:31 || Estimated Time: 1 day, 0:12:00
2023-07-26 08:27:02,624 semantic_segmentation INFO: Iters: 98060/150000 || Lr: 0.007700 || Task Loss: 0.2549 || KD Loss: 0.0364|| 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, 21:40:47 || Estimated Time: 1 day, 0:11:43
2023-07-26 08:27:18,480 semantic_segmentation INFO: Iters: 98070/150000 || Lr: 0.007699 || Task Loss: 0.2709 || KD Loss: 0.0497|| 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, 21:41:02 || Estimated Time: 1 day, 0:11:26
2023-07-26 08:27:34,387 semantic_segmentation INFO: Iters: 98080/150000 || Lr: 0.007698 || Task Loss: 0.3758 || KD Loss: 0.0709|| 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, 21:41:18 || Estimated Time: 1 day, 0:11:08
2023-07-26 08:27:50,288 semantic_segmentation INFO: Iters: 98090/150000 || Lr: 0.007696 || Task Loss: 0.4551 || KD Loss: 0.0426|| 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, 21:41:34 || Estimated Time: 1 day, 0:10:51
2023-07-26 08:28:06,157 semantic_segmentation INFO: Iters: 98100/150000 || Lr: 0.007695 || Task Loss: 0.2789 || KD Loss: 0.0540|| 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, 21:41:50 || Estimated Time: 1 day, 0:10:34
2023-07-26 08:28:22,090 semantic_segmentation INFO: Iters: 98110/150000 || Lr: 0.007694 || Task Loss: 0.4025 || KD Loss: 0.0750|| 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, 21:42:06 || Estimated Time: 1 day, 0:10:17
2023-07-26 08:28:38,047 semantic_segmentation INFO: Iters: 98120/150000 || Lr: 0.007692 || Task Loss: 0.3412 || KD Loss: 0.1045|| 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, 21:42:22 || Estimated Time: 1 day, 0:10:00
2023-07-26 08:28:53,922 semantic_segmentation INFO: Iters: 98130/150000 || Lr: 0.007691 || Task Loss: 0.3905 || KD Loss: 0.0374|| 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, 21:42:38 || Estimated Time: 1 day, 0:09:42
2023-07-26 08:29:09,808 semantic_segmentation INFO: Iters: 98140/150000 || Lr: 0.007690 || Task Loss: 0.4224 || KD Loss: 0.0507|| 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, 21:42:54 || Estimated Time: 1 day, 0:09:25
2023-07-26 08:29:25,750 semantic_segmentation INFO: Iters: 98150/150000 || Lr: 0.007688 || Task Loss: 0.3474 || KD Loss: 0.0400|| 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, 21:43:10 || Estimated Time: 1 day, 0:09:08
2023-07-26 08:29:41,701 semantic_segmentation INFO: Iters: 98160/150000 || Lr: 0.007687 || Task Loss: 0.5627 || KD Loss: 0.1127|| 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, 21:43:26 || Estimated Time: 1 day, 0:08:51
2023-07-26 08:29:57,621 semantic_segmentation INFO: Iters: 98170/150000 || Lr: 0.007686 || Task Loss: 0.2204 || KD Loss: 0.0279|| 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, 21:43:42 || Estimated Time: 1 day, 0:08:33
2023-07-26 08:30:13,556 semantic_segmentation INFO: Iters: 98180/150000 || Lr: 0.007684 || Task Loss: 0.3771 || KD Loss: 0.0352|| 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, 21:43:58 || Estimated Time: 1 day, 0:08:16
2023-07-26 08:30:29,570 semantic_segmentation INFO: Iters: 98190/150000 || Lr: 0.007683 || Task Loss: 0.2421 || KD Loss: 0.0408|| 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, 21:44:14 || Estimated Time: 1 day, 0:07:59
2023-07-26 08:30:45,540 semantic_segmentation INFO: Iters: 98200/150000 || Lr: 0.007682 || Task Loss: 0.4278 || KD Loss: 0.0668|| 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, 21:44:30 || Estimated Time: 1 day, 0:07:42
2023-07-26 08:31:01,475 semantic_segmentation INFO: Iters: 98210/150000 || Lr: 0.007680 || Task Loss: 0.4793 || KD Loss: 0.0876|| 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, 21:44:45 || Estimated Time: 1 day, 0:07:25
2023-07-26 08:31:17,394 semantic_segmentation INFO: Iters: 98220/150000 || Lr: 0.007679 || Task Loss: 0.3441 || KD Loss: 0.0469|| 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, 21:45:01 || Estimated Time: 1 day, 0:07:07
2023-07-26 08:31:33,275 semantic_segmentation INFO: Iters: 98230/150000 || Lr: 0.007678 || Task Loss: 0.4096 || KD Loss: 0.0923|| 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, 21:45:17 || Estimated Time: 1 day, 0:06:50
2023-07-26 08:31:49,244 semantic_segmentation INFO: Iters: 98240/150000 || Lr: 0.007676 || Task Loss: 0.4316 || KD Loss: 0.0766|| 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, 21:45:33 || Estimated Time: 1 day, 0:06:33
2023-07-26 08:32:05,197 semantic_segmentation INFO: Iters: 98250/150000 || Lr: 0.007675 || Task Loss: 0.2760 || KD Loss: 0.0463|| 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, 21:45:49 || Estimated Time: 1 day, 0:06:16
2023-07-26 08:32:21,176 semantic_segmentation INFO: Iters: 98260/150000 || Lr: 0.007674 || Task Loss: 0.3629 || KD Loss: 0.0621|| 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, 21:46:05 || Estimated Time: 1 day, 0:05:59
2023-07-26 08:32:37,106 semantic_segmentation INFO: Iters: 98270/150000 || Lr: 0.007672 || Task Loss: 0.3305 || KD Loss: 0.0348|| 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, 21:46:21 || Estimated Time: 1 day, 0:05:41
2023-07-26 08:32:53,074 semantic_segmentation INFO: Iters: 98280/150000 || Lr: 0.007671 || Task Loss: 0.2881 || KD Loss: 0.0369|| 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, 21:46:37 || Estimated Time: 1 day, 0:05:24
2023-07-26 08:33:09,066 semantic_segmentation INFO: Iters: 98290/150000 || Lr: 0.007670 || Task Loss: 0.2721 || KD Loss: 0.0361|| 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, 21:46:53 || Estimated Time: 1 day, 0:05:07
2023-07-26 08:33:25,021 semantic_segmentation INFO: Iters: 98300/150000 || Lr: 0.007668 || Task Loss: 0.3374 || KD Loss: 0.0483|| 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, 21:47:09 || Estimated Time: 1 day, 0:04:50
2023-07-26 08:33:40,936 semantic_segmentation INFO: Iters: 98310/150000 || Lr: 0.007667 || Task Loss: 0.3621 || KD Loss: 0.0761|| 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, 21:47:25 || Estimated Time: 1 day, 0:04:33
2023-07-26 08:33:56,870 semantic_segmentation INFO: Iters: 98320/150000 || Lr: 0.007666 || Task Loss: 0.3038 || KD Loss: 0.0491|| 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, 21:47:41 || Estimated Time: 1 day, 0:04:15
2023-07-26 08:34:12,845 semantic_segmentation INFO: Iters: 98330/150000 || Lr: 0.007664 || Task Loss: 0.3997 || KD Loss: 0.0536|| 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, 21:47:57 || Estimated Time: 1 day, 0:03:58
2023-07-26 08:34:28,817 semantic_segmentation INFO: Iters: 98340/150000 || Lr: 0.007663 || Task Loss: 0.2766 || KD Loss: 0.0517|| 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, 21:48:13 || Estimated Time: 1 day, 0:03:41
2023-07-26 08:34:45,245 semantic_segmentation INFO: Iters: 98350/150000 || Lr: 0.007662 || Task Loss: 0.3393 || KD Loss: 0.0627|| 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, 21:48:29 || Estimated Time: 1 day, 0:03:24
2023-07-26 08:35:04,067 semantic_segmentation INFO: Iters: 98360/150000 || Lr: 0.007660 || Task Loss: 0.3169 || KD Loss: 0.0332|| 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, 21:48:48 || Estimated Time: 1 day, 0:03:08
2023-07-26 08:35:19,972 semantic_segmentation INFO: Iters: 98370/150000 || Lr: 0.007659 || Task Loss: 0.3206 || KD Loss: 0.0378|| 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, 21:49:04 || Estimated Time: 1 day, 0:02:51
2023-07-26 08:35:35,866 semantic_segmentation INFO: Iters: 98380/150000 || Lr: 0.007658 || Task Loss: 0.2313 || 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: 1 day, 21:49:20 || Estimated Time: 1 day, 0:02:34
2023-07-26 08:35:51,753 semantic_segmentation INFO: Iters: 98390/150000 || Lr: 0.007656 || Task Loss: 0.2302 || KD Loss: 0.0530|| 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, 21:49:36 || Estimated Time: 1 day, 0:02:17
2023-07-26 08:36:07,679 semantic_segmentation INFO: Iters: 98400/150000 || Lr: 0.007655 || Task Loss: 0.3070 || KD Loss: 0.0638|| 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, 21:49:52 || Estimated Time: 1 day, 0:02:00
2023-07-26 08:36:07,790 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:36:08,250 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 08:36:08,271 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.983, mIoU: 0.137
2023-07-26 08:36:08,284 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.984, mIoU: 0.170
2023-07-26 08:36:08,297 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.984, mIoU: 0.169
2023-07-26 08:36:08,310 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.243
2023-07-26 08:36:08,322 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.284
2023-07-26 08:36:08,335 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.322
2023-07-26 08:36:08,349 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.327
2023-07-26 08:36:08,361 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.368
2023-07-26 08:36:08,375 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.409
2023-07-26 08:36:08,389 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.415
2023-07-26 08:36:08,403 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.462
2023-07-26 08:36:08,415 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.442
2023-07-26 08:36:08,428 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.427
2023-07-26 08:36:08,442 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.427
2023-07-26 08:36:08,454 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.423
2023-07-26 08:36:08,464 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.928, mIoU: 0.413
2023-07-26 08:36:08,477 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.930, mIoU: 0.413
2023-07-26 08:36:08,490 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.424
2023-07-26 08:36:08,505 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.474
2023-07-26 08:36:08,519 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.476
2023-07-26 08:36:08,534 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.487
2023-07-26 08:36:08,548 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.516
2023-07-26 08:36:08,563 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.516
2023-07-26 08:36:08,578 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.510
2023-07-26 08:36:08,591 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.525
2023-07-26 08:36:08,605 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.528
2023-07-26 08:36:08,616 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.529
2023-07-26 08:36:08,631 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.520
2023-07-26 08:36:08,644 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.521
2023-07-26 08:36:08,658 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.521
2023-07-26 08:36:08,672 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.521
2023-07-26 08:36:08,686 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.532
2023-07-26 08:36:08,700 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.528
2023-07-26 08:36:08,714 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.550
2023-07-26 08:36:08,728 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.550
2023-07-26 08:36:08,742 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.550
2023-07-26 08:36:08,754 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.595
2023-07-26 08:36:08,770 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.601
2023-07-26 08:36:08,783 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.599
2023-07-26 08:36:08,795 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.622
2023-07-26 08:36:08,810 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.622
2023-07-26 08:36:08,823 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.617
2023-07-26 08:36:08,836 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.617
2023-07-26 08:36:08,851 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.627
2023-07-26 08:36:08,865 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.631
2023-07-26 08:36:08,878 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.636
2023-07-26 08:36:08,890 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.636
2023-07-26 08:36:08,903 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.637
2023-07-26 08:36:08,919 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.636
2023-07-26 08:36:08,934 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.636
2023-07-26 08:36:08,948 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.636
2023-07-26 08:36:08,961 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.633
2023-07-26 08:36:08,976 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.634
2023-07-26 08:36:08,990 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.640
2023-07-26 08:36:09,003 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.639
2023-07-26 08:36:09,018 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.639
2023-07-26 08:36:09,034 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.639
2023-07-26 08:36:09,047 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.640
2023-07-26 08:36:09,061 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-26 08:36:09,074 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-26 08:36:09,088 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-26 08:36:09,101 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-26 08:36:09,118 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-26 08:36:09,130 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-26 08:36:09,145 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-26 08:36:09,159 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-26 08:36:09,172 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-26 08:36:09,187 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-26 08:36:09,202 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-26 08:36:09,217 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-26 08:36:09,231 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-26 08:36:09,247 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-26 08:36:09,262 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-26 08:36:09,276 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-26 08:36:09,291 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-26 08:36:09,306 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-26 08:36:09,315 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 08:36:09,330 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 08:36:09,345 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 08:36:09,358 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 08:36:09,371 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 08:36:09,385 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 08:36:09,398 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:09,413 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:09,426 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:09,440 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 08:36:09,453 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 08:36:09,467 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 08:36:09,479 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 08:36:09,492 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:09,506 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:36:09,520 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 08:36:09,534 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 08:36:09,547 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 08:36:09,560 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 08:36:09,572 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 08:36:09,584 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 08:36:09,598 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 08:36:09,610 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 08:36:09,624 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 08:36:09,637 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 08:36:09,649 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 08:36:09,662 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 08:36:09,676 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 08:36:09,687 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 08:36:09,701 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 08:36:09,714 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 08:36:09,726 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 08:36:09,739 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 08:36:09,751 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 08:36:09,763 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 08:36:09,777 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 08:36:09,791 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 08:36:09,805 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 08:36:09,818 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-26 08:36:09,830 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.729
2023-07-26 08:36:09,844 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 08:36:09,857 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 08:36:09,871 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 08:36:09,885 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-26 08:36:09,897 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-26 08:36:09,910 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-26 08:36:09,924 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.723
2023-07-26 08:36:09,939 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-26 08:36:09,947 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-26 08:36:09,958 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-26 08:36:09,973 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-26 08:36:09,981 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-26 08:36:09,994 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 08:36:10,008 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-26 08:36:10,022 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-26 08:36:10,035 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-26 08:36:10,049 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.714
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2023-07-26 08:36:10,946 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.933, mIoU: 0.696
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2023-07-26 08:36:11,468 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-26 08:36:11,525 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 08:36:12,723 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.927, mIoU: 0.699
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2023-07-26 08:36:13,147 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.927, mIoU: 0.692
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2023-07-26 08:36:15,381 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 08:36:15,395 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 08:36:15,418 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:36:15,523 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:36:15,538 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:15,579 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:36:15,592 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:15,675 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:15,715 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 08:36:15,786 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:36:15,800 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 08:36:15,827 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 08:36:15,992 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:36:16,141 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:16,197 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 08:36:16,223 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:36:16,237 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:16,279 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,290 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,304 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,319 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,334 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,349 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,363 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,374 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,388 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:16,402 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.933, mIoU: 0.710
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2023-07-26 08:36:16,428 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 08:36:16,581 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:16,595 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:36:16,621 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:16,635 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:36:16,720 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:16,734 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:16,748 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:16,761 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:36:16,775 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:36:16,789 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:36:16,807 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 08:36:16,821 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 08:36:16,836 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 08:36:16,845 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 08:36:16,858 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 08:36:17,091 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:36:17,268 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:36:18,033 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,046 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,059 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,073 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,086 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,101 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,113 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,128 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,143 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,155 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,167 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,182 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,197 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,212 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:18,227 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,238 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,251 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,264 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,277 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:18,291 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:36:18,308 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:36:18,321 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,335 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,349 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,364 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,378 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,390 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,403 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,416 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,430 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,443 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,457 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,470 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,483 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,495 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,509 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,523 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,539 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,551 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,564 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,576 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,591 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,603 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,615 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,629 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,644 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,656 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,670 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,685 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,699 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,714 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:18,726 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,737 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,750 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,763 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,775 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,787 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,801 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,815 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:18,827 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,841 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:18,857 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,872 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,887 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,900 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,912 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,927 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,941 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:18,955 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:18,970 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:18,983 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:18,995 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,007 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,022 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,037 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,051 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,065 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,075 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,088 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,103 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,117 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,130 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,144 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,157 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,172 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,184 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,197 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,209 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,223 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,236 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:36:19,248 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,262 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,276 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,289 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,303 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,317 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,331 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,344 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,357 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,372 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,387 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,399 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,411 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,423 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,438 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,451 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,467 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,481 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,492 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,506 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,521 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,535 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,547 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,561 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,575 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,587 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,601 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,616 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,630 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,643 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,655 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,671 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,686 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 08:36:19,700 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,713 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,727 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 08:36:19,742 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,757 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,771 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,784 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,798 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,810 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:19,824 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,837 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,849 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,863 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,875 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,888 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:36:19,902 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:36:19,915 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:36:19,928 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,942 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,955 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:19,968 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:36:19,982 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 08:36:19,995 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,010 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,024 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,033 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,047 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,059 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,073 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,087 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,101 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,113 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,127 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,141 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,154 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,169 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,184 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,196 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,211 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,226 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 08:36:20,240 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,253 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,267 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 08:36:20,282 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,297 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,309 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,324 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,339 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,351 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,365 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,380 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,393 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,407 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,419 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,432 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,446 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,460 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,474 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,488 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,502 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,515 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,527 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,541 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,553 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:20,566 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,580 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,594 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,608 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,623 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,635 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,648 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,663 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,677 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,689 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,703 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,715 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,730 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,743 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,758 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,772 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,786 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,795 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,810 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:20,825 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,838 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,851 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,865 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,880 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,892 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,906 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,920 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,935 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:20,949 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 08:36:20,963 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:36:20,979 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:36:20,994 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:36:21,006 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:36:21,020 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:36:21,035 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 08:36:21,048 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 08:36:21,061 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,075 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,089 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,104 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,111 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,123 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,136 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,147 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,158 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,172 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,186 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,200 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,212 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:21,224 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,238 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,248 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:21,263 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:21,275 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,289 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,304 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,318 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,333 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,344 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,356 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,370 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,385 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,401 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,416 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,429 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,438 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,449 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,461 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,472 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,486 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,498 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,512 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,527 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,542 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,555 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,569 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,583 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,597 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 08:36:21,611 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,625 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,638 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,652 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,667 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:21,679 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,691 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,706 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,718 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,733 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,745 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:21,759 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,774 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,791 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,806 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,819 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,834 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 08:36:21,848 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,862 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,876 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,888 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,901 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,915 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,929 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:21,943 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:36:21,957 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:36:21,971 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:36:21,986 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 08:36:21,999 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:22,013 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:22,025 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 08:36:22,040 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:22,050 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:22,063 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:22,077 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 08:36:22,089 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:22,103 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:22,118 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 08:36:22,133 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,148 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,163 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,178 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,193 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,205 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,220 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,233 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,247 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,261 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,273 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,287 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,299 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 08:36:22,313 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,327 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,342 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,355 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,369 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,381 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,393 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,408 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,421 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:36:22,434 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 08:36:22,448 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,462 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,476 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,489 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 08:36:22,501 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,516 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,530 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,545 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,558 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,570 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,584 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,599 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 08:36:22,613 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,627 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,641 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,656 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,669 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,683 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,697 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,711 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 08:36:22,725 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,739 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,751 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,765 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,779 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,793 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,805 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:36:22,819 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:22,833 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:22,848 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:22,860 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:36:22,874 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:22,888 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:22,902 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.936, mIoU: 0.716
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2023-07-26 08:36:22,930 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:22,945 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:22,957 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:36:22,971 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:36:22,987 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:36:22,999 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:23,013 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:23,025 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:36:23,034 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:36:23,048 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.936, mIoU: 0.715
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2023-07-26 08:36:23,075 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 08:36:23,089 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:36:23,103 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,115 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:36:23,127 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:36:23,141 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,155 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,169 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,184 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,198 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,213 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,227 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,239 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 08:36:23,253 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 08:36:23,266 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 08:36:23,401 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 08:36:23,845 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.935, mIoU: 0.712
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2023-07-26 08:36:24,496 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:24,553 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,567 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:24,592 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,607 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,617 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,631 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,646 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,661 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:24,727 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:24,765 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,777 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,791 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,805 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,820 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:24,833 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:24,862 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:24,890 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,904 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,918 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,930 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,942 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:24,971 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,985 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:24,997 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:25,010 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:25,132 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:25,147 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:25,160 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:25,174 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:36:25,188 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:36:25,201 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 08:36:25,258 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 08:36:25,286 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:25,300 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:25,314 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:25,329 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:36:25,465 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:25,653 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:25,691 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 08:36:25,715 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:25,802 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:36:25,816 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,830 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,845 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,860 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,875 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,888 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:25,903 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:25,918 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,933 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,947 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,958 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,972 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 08:36:25,985 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:25,999 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,013 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,024 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,038 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:36:26,051 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:36:26,065 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:36:26,078 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:36:26,092 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,105 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,119 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,129 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,141 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:36:26,153 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:36:26,180 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:26,194 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,207 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,219 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,231 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,243 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:26,257 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:36:26,270 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,284 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,297 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,309 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,323 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,338 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,350 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,363 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,377 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,389 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,403 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,413 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 08:36:26,457 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,472 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,484 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,496 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,509 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:36:26,522 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,535 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:36:26,615 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:36:26,629 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:36:26,645 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:36:26,675 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,690 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,697 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:36:26,724 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,736 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,750 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,765 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:36:26,779 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:36:26,793 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:36:26,808 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:36:26,822 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 08:36:26,923 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:26,939 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:26,951 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 08:36:26,979 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:26,993 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:27,006 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:27,018 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 08:36:27,047 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:27,061 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:27,075 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,090 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,104 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,119 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,131 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,146 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,158 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,172 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,187 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,201 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,215 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,227 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,241 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,255 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,269 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,283 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,297 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 08:36:27,326 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,338 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,352 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,364 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,378 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,392 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,406 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:36:27,420 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,434 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,447 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,456 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,471 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,484 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,498 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,512 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,526 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,540 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,551 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:36:27,560 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,575 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,590 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,604 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,617 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,631 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 08:36:27,687 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,701 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,715 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,727 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,741 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,755 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,769 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,782 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,795 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,810 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:36:27,824 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,838 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,850 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,863 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,877 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:36:27,892 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:36:43,871 semantic_segmentation INFO: Iters: 98410/150000 || Lr: 0.007654 || Task Loss: 0.1960 || KD Loss: 0.0286|| 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, 21:50:28 || Estimated Time: 1 day, 0:01:53
2023-07-26 08:36:59,804 semantic_segmentation INFO: Iters: 98420/150000 || Lr: 0.007652 || Task Loss: 0.2149 || KD Loss: 0.0376|| 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, 21:50:44 || Estimated Time: 1 day, 0:01:36
2023-07-26 08:37:15,732 semantic_segmentation INFO: Iters: 98430/150000 || Lr: 0.007651 || Task Loss: 0.4123 || 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: 1 day, 21:51:00 || Estimated Time: 1 day, 0:01:19
2023-07-26 08:37:31,708 semantic_segmentation INFO: Iters: 98440/150000 || Lr: 0.007650 || Task Loss: 0.2653 || KD Loss: 0.0522|| 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, 21:51:16 || Estimated Time: 1 day, 0:01:01
2023-07-26 08:37:47,683 semantic_segmentation INFO: Iters: 98450/150000 || Lr: 0.007648 || Task Loss: 0.3385 || KD Loss: 0.0414|| 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, 21:51:32 || Estimated Time: 1 day, 0:00:44
2023-07-26 08:38:03,683 semantic_segmentation INFO: Iters: 98460/150000 || Lr: 0.007647 || Task Loss: 0.2106 || KD Loss: 0.0226|| 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, 21:51:48 || Estimated Time: 1 day, 0:00:27
2023-07-26 08:38:19,671 semantic_segmentation INFO: Iters: 98470/150000 || Lr: 0.007646 || Task Loss: 0.3121 || KD Loss: 0.0357|| 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, 21:52:04 || Estimated Time: 1 day, 0:00:10
2023-07-26 08:38:35,591 semantic_segmentation INFO: Iters: 98480/150000 || Lr: 0.007644 || Task Loss: 0.5034 || KD Loss: 0.1045|| 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, 21:52:20 || Estimated Time: 23:59:53
2023-07-26 08:38:51,559 semantic_segmentation INFO: Iters: 98490/150000 || Lr: 0.007643 || Task Loss: 0.2904 || KD Loss: 0.0494|| 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, 21:52:36 || Estimated Time: 23:59:35
2023-07-26 08:39:07,509 semantic_segmentation INFO: Iters: 98500/150000 || Lr: 0.007642 || Task Loss: 0.3702 || KD Loss: 0.1988|| 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, 21:52:51 || Estimated Time: 23:59:18
2023-07-26 08:39:23,465 semantic_segmentation INFO: Iters: 98510/150000 || Lr: 0.007640 || Task Loss: 0.4125 || KD Loss: 0.0546|| 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, 21:53:07 || Estimated Time: 23:59:01
2023-07-26 08:39:39,392 semantic_segmentation INFO: Iters: 98520/150000 || Lr: 0.007639 || Task Loss: 0.4428 || KD Loss: 0.1371|| 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, 21:53:23 || Estimated Time: 23:58:44
2023-07-26 08:39:55,272 semantic_segmentation INFO: Iters: 98530/150000 || Lr: 0.007638 || Task Loss: 0.3955 || KD Loss: 0.0622|| 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, 21:53:39 || Estimated Time: 23:58:27
2023-07-26 08:40:11,215 semantic_segmentation INFO: Iters: 98540/150000 || Lr: 0.007636 || Task Loss: 0.2994 || KD Loss: 0.0614|| 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, 21:53:55 || Estimated Time: 23:58:09
2023-07-26 08:40:27,154 semantic_segmentation INFO: Iters: 98550/150000 || Lr: 0.007635 || Task Loss: 0.4232 || KD Loss: 0.0615|| 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, 21:54:11 || Estimated Time: 23:57:52
2023-07-26 08:40:43,091 semantic_segmentation INFO: Iters: 98560/150000 || Lr: 0.007634 || Task Loss: 0.5720 || KD Loss: 0.0727|| 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, 21:54:27 || Estimated Time: 23:57:35
2023-07-26 08:40:59,072 semantic_segmentation INFO: Iters: 98570/150000 || Lr: 0.007632 || Task Loss: 0.2482 || 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: 1 day, 21:54:43 || Estimated Time: 23:57:18
2023-07-26 08:41:15,042 semantic_segmentation INFO: Iters: 98580/150000 || Lr: 0.007631 || Task Loss: 0.2712 || KD Loss: 0.0428|| 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, 21:54:59 || Estimated Time: 23:57:01
2023-07-26 08:41:30,980 semantic_segmentation INFO: Iters: 98590/150000 || Lr: 0.007630 || Task Loss: 0.3033 || KD Loss: 0.0535|| 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, 21:55:15 || Estimated Time: 23:56:43
2023-07-26 08:41:46,843 semantic_segmentation INFO: Iters: 98600/150000 || Lr: 0.007628 || Task Loss: 0.2461 || KD Loss: 0.0306|| 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, 21:55:31 || Estimated Time: 23:56:26
2023-07-26 08:42:02,765 semantic_segmentation INFO: Iters: 98610/150000 || Lr: 0.007627 || Task Loss: 0.2243 || KD Loss: 0.0367|| 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, 21:55:47 || Estimated Time: 23:56:09
2023-07-26 08:42:18,679 semantic_segmentation INFO: Iters: 98620/150000 || Lr: 0.007626 || Task Loss: 0.2452 || KD Loss: 0.0322|| 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, 21:56:03 || Estimated Time: 23:55:52
2023-07-26 08:42:34,604 semantic_segmentation INFO: Iters: 98630/150000 || Lr: 0.007624 || Task Loss: 0.2448 || KD Loss: 0.0369|| 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, 21:56:19 || Estimated Time: 23:55:35
2023-07-26 08:42:50,486 semantic_segmentation INFO: Iters: 98640/150000 || Lr: 0.007623 || Task Loss: 0.4016 || KD Loss: 0.0477|| 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, 21:56:34 || Estimated Time: 23:55:17
2023-07-26 08:43:06,403 semantic_segmentation INFO: Iters: 98650/150000 || Lr: 0.007622 || Task Loss: 0.2870 || KD Loss: 0.0735|| 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, 21:56:50 || Estimated Time: 23:55:00
2023-07-26 08:43:22,301 semantic_segmentation INFO: Iters: 98660/150000 || Lr: 0.007620 || Task Loss: 0.3787 || KD Loss: 0.0457|| 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, 21:57:06 || Estimated Time: 23:54:43
2023-07-26 08:43:38,195 semantic_segmentation INFO: Iters: 98670/150000 || Lr: 0.007619 || Task Loss: 0.3893 || KD Loss: 0.0994|| 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, 21:57:22 || Estimated Time: 23:54:26
2023-07-26 08:43:54,133 semantic_segmentation INFO: Iters: 98680/150000 || Lr: 0.007618 || Task Loss: 0.2428 || KD Loss: 0.0534|| 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, 21:57:38 || Estimated Time: 23:54:08
2023-07-26 08:44:10,037 semantic_segmentation INFO: Iters: 98690/150000 || Lr: 0.007616 || Task Loss: 0.3318 || KD Loss: 0.0599|| 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, 21:57:54 || Estimated Time: 23:53:51
2023-07-26 08:44:25,943 semantic_segmentation INFO: Iters: 98700/150000 || Lr: 0.007615 || Task Loss: 0.2800 || KD Loss: 0.0563|| 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, 21:58:10 || Estimated Time: 23:53:34
2023-07-26 08:44:41,894 semantic_segmentation INFO: Iters: 98710/150000 || Lr: 0.007614 || Task Loss: 0.2901 || KD Loss: 0.0651|| 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, 21:58:26 || Estimated Time: 23:53:17
2023-07-26 08:44:57,837 semantic_segmentation INFO: Iters: 98720/150000 || Lr: 0.007612 || Task Loss: 0.3099 || KD Loss: 0.0484|| 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, 21:58:42 || Estimated Time: 23:53:00
2023-07-26 08:45:13,827 semantic_segmentation INFO: Iters: 98730/150000 || Lr: 0.007611 || Task Loss: 0.3328 || KD Loss: 0.0442|| 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, 21:58:58 || Estimated Time: 23:52:42
2023-07-26 08:45:29,744 semantic_segmentation INFO: Iters: 98740/150000 || Lr: 0.007610 || Task Loss: 0.5046 || KD Loss: 0.1137|| 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, 21:59:14 || Estimated Time: 23:52:25
2023-07-26 08:45:45,621 semantic_segmentation INFO: Iters: 98750/150000 || Lr: 0.007608 || Task Loss: 0.3046 || KD Loss: 0.0476|| 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, 21:59:30 || Estimated Time: 23:52:08
2023-07-26 08:46:01,551 semantic_segmentation INFO: Iters: 98760/150000 || Lr: 0.007607 || Task Loss: 0.3243 || KD Loss: 0.0407|| 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, 21:59:46 || Estimated Time: 23:51:51
2023-07-26 08:46:17,463 semantic_segmentation INFO: Iters: 98770/150000 || Lr: 0.007605 || Task Loss: 0.3274 || KD Loss: 0.0458|| 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, 22:00:01 || Estimated Time: 23:51:34
2023-07-26 08:46:33,410 semantic_segmentation INFO: Iters: 98780/150000 || Lr: 0.007604 || Task Loss: 0.4410 || KD Loss: 0.0909|| 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, 22:00:17 || Estimated Time: 23:51:16
2023-07-26 08:46:49,349 semantic_segmentation INFO: Iters: 98790/150000 || Lr: 0.007603 || Task Loss: 0.3745 || KD Loss: 0.0620|| 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, 22:00:33 || Estimated Time: 23:50:59
2023-07-26 08:47:05,239 semantic_segmentation INFO: Iters: 98800/150000 || Lr: 0.007601 || Task Loss: 0.3396 || KD Loss: 0.0832|| 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, 22:00:49 || Estimated Time: 23:50:42
2023-07-26 08:47:21,110 semantic_segmentation INFO: Iters: 98810/150000 || Lr: 0.007600 || Task Loss: 0.3637 || KD Loss: 0.0848|| 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, 22:01:05 || Estimated Time: 23:50:25
2023-07-26 08:47:36,988 semantic_segmentation INFO: Iters: 98820/150000 || Lr: 0.007599 || Task Loss: 0.3826 || KD Loss: 0.0881|| 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, 22:01:21 || Estimated Time: 23:50:08
2023-07-26 08:47:52,885 semantic_segmentation INFO: Iters: 98830/150000 || Lr: 0.007597 || Task Loss: 0.3519 || KD Loss: 0.0553|| 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, 22:01:37 || Estimated Time: 23:49:50
2023-07-26 08:48:08,778 semantic_segmentation INFO: Iters: 98840/150000 || Lr: 0.007596 || Task Loss: 0.3307 || KD Loss: 0.0710|| 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, 22:01:53 || Estimated Time: 23:49:33
2023-07-26 08:48:24,662 semantic_segmentation INFO: Iters: 98850/150000 || Lr: 0.007595 || Task Loss: 0.3112 || KD Loss: 0.0369|| 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, 22:02:09 || Estimated Time: 23:49:16
2023-07-26 08:48:40,584 semantic_segmentation INFO: Iters: 98860/150000 || Lr: 0.007593 || Task Loss: 0.4256 || KD Loss: 0.0794|| 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, 22:02:25 || Estimated Time: 23:48:59
2023-07-26 08:48:56,503 semantic_segmentation INFO: Iters: 98870/150000 || Lr: 0.007592 || Task Loss: 0.4100 || KD Loss: 0.0600|| 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, 22:02:40 || Estimated Time: 23:48:41
2023-07-26 08:49:12,370 semantic_segmentation INFO: Iters: 98880/150000 || Lr: 0.007591 || Task Loss: 0.4165 || KD Loss: 0.0633|| 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, 22:02:56 || Estimated Time: 23:48:24
2023-07-26 08:49:28,236 semantic_segmentation INFO: Iters: 98890/150000 || Lr: 0.007589 || Task Loss: 0.3546 || KD Loss: 0.0565|| 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, 22:03:12 || Estimated Time: 23:48:07
2023-07-26 08:49:44,156 semantic_segmentation INFO: Iters: 98900/150000 || Lr: 0.007588 || Task Loss: 0.4131 || KD Loss: 0.0964|| 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, 22:03:28 || Estimated Time: 23:47:50
2023-07-26 08:50:00,052 semantic_segmentation INFO: Iters: 98910/150000 || Lr: 0.007587 || Task Loss: 0.3148 || KD Loss: 0.0543|| 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, 22:03:44 || Estimated Time: 23:47:33
2023-07-26 08:50:15,982 semantic_segmentation INFO: Iters: 98920/150000 || Lr: 0.007585 || Task Loss: 0.2918 || KD Loss: 0.0448|| 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, 22:04:00 || Estimated Time: 23:47:15
2023-07-26 08:50:31,956 semantic_segmentation INFO: Iters: 98930/150000 || Lr: 0.007584 || Task Loss: 0.3414 || KD Loss: 0.0592|| 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, 22:04:16 || Estimated Time: 23:46:58
2023-07-26 08:50:47,864 semantic_segmentation INFO: Iters: 98940/150000 || Lr: 0.007583 || Task Loss: 0.4000 || KD Loss: 0.0531|| 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, 22:04:32 || Estimated Time: 23:46:41
2023-07-26 08:51:03,844 semantic_segmentation INFO: Iters: 98950/150000 || Lr: 0.007581 || Task Loss: 0.2682 || KD Loss: 0.0364|| 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, 22:04:48 || Estimated Time: 23:46:24
2023-07-26 08:51:19,855 semantic_segmentation INFO: Iters: 98960/150000 || Lr: 0.007580 || Task Loss: 0.2114 || KD Loss: 0.0332|| 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, 22:05:04 || Estimated Time: 23:46:07
2023-07-26 08:51:35,787 semantic_segmentation INFO: Iters: 98970/150000 || Lr: 0.007579 || Task Loss: 0.2201 || KD Loss: 0.0306|| 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, 22:05:20 || Estimated Time: 23:45:50
2023-07-26 08:51:51,763 semantic_segmentation INFO: Iters: 98980/150000 || Lr: 0.007577 || Task Loss: 0.2851 || KD Loss: 0.0753|| 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, 22:05:36 || Estimated Time: 23:45:32
2023-07-26 08:52:07,740 semantic_segmentation INFO: Iters: 98990/150000 || Lr: 0.007576 || Task Loss: 0.2652 || KD Loss: 0.0462|| 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, 22:05:52 || Estimated Time: 23:45:15
2023-07-26 08:52:23,712 semantic_segmentation INFO: Iters: 99000/150000 || Lr: 0.007575 || Task Loss: 0.4161 || KD Loss: 0.0652|| 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, 22:06:08 || Estimated Time: 23:44:58
2023-07-26 08:52:39,762 semantic_segmentation INFO: Iters: 99010/150000 || Lr: 0.007573 || Task Loss: 0.2907 || KD Loss: 0.0433|| 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, 22:06:24 || Estimated Time: 23:44:41
2023-07-26 08:52:55,692 semantic_segmentation INFO: Iters: 99020/150000 || Lr: 0.007572 || Task Loss: 0.3647 || KD Loss: 0.0528|| 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, 22:06:40 || Estimated Time: 23:44:24
2023-07-26 08:53:11,630 semantic_segmentation INFO: Iters: 99030/150000 || Lr: 0.007571 || Task Loss: 0.3795 || KD Loss: 0.0489|| 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, 22:06:56 || Estimated Time: 23:44:06
2023-07-26 08:53:27,620 semantic_segmentation INFO: Iters: 99040/150000 || Lr: 0.007569 || Task Loss: 0.3689 || KD Loss: 0.0678|| 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, 22:07:12 || Estimated Time: 23:43:49
2023-07-26 08:53:43,664 semantic_segmentation INFO: Iters: 99050/150000 || Lr: 0.007568 || Task Loss: 0.2965 || KD Loss: 0.0546|| 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, 22:07:28 || Estimated Time: 23:43:32
2023-07-26 08:53:59,614 semantic_segmentation INFO: Iters: 99060/150000 || Lr: 0.007567 || Task Loss: 0.3942 || KD Loss: 0.0630|| 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, 22:07:44 || Estimated Time: 23:43:15
2023-07-26 08:54:15,627 semantic_segmentation INFO: Iters: 99070/150000 || Lr: 0.007565 || Task Loss: 0.3361 || KD Loss: 0.0440|| 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, 22:08:00 || Estimated Time: 23:42:58
2023-07-26 08:54:31,623 semantic_segmentation INFO: Iters: 99080/150000 || Lr: 0.007564 || Task Loss: 0.4543 || KD Loss: 0.0829|| 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, 22:08:16 || Estimated Time: 23:42:41
2023-07-26 08:54:47,690 semantic_segmentation INFO: Iters: 99090/150000 || Lr: 0.007563 || Task Loss: 0.2223 || KD Loss: 0.0435|| 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, 22:08:32 || Estimated Time: 23:42:24
2023-07-26 08:55:03,665 semantic_segmentation INFO: Iters: 99100/150000 || Lr: 0.007561 || Task Loss: 0.2441 || KD Loss: 0.0373|| 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, 22:08:48 || Estimated Time: 23:42:06
2023-07-26 08:55:19,683 semantic_segmentation INFO: Iters: 99110/150000 || Lr: 0.007560 || Task Loss: 0.4044 || KD Loss: 0.0703|| 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, 22:09:04 || Estimated Time: 23:41:49
2023-07-26 08:55:35,599 semantic_segmentation INFO: Iters: 99120/150000 || Lr: 0.007559 || Task Loss: 0.3123 || KD Loss: 0.0554|| 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, 22:09:20 || Estimated Time: 23:41:32
2023-07-26 08:55:51,545 semantic_segmentation INFO: Iters: 99130/150000 || Lr: 0.007557 || Task Loss: 0.2800 || KD Loss: 0.0351|| 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, 22:09:36 || Estimated Time: 23:41:15
2023-07-26 08:56:07,534 semantic_segmentation INFO: Iters: 99140/150000 || Lr: 0.007556 || Task Loss: 0.3666 || KD Loss: 0.0567|| 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, 22:09:52 || Estimated Time: 23:40:58
2023-07-26 08:56:23,460 semantic_segmentation INFO: Iters: 99150/150000 || Lr: 0.007555 || Task Loss: 0.3197 || KD Loss: 0.0450|| 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, 22:10:07 || Estimated Time: 23:40:41
2023-07-26 08:56:39,459 semantic_segmentation INFO: Iters: 99160/150000 || Lr: 0.007553 || Task Loss: 0.3857 || KD Loss: 0.0530|| 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, 22:10:23 || Estimated Time: 23:40:23
2023-07-26 08:56:55,419 semantic_segmentation INFO: Iters: 99170/150000 || Lr: 0.007552 || Task Loss: 0.4924 || KD Loss: 0.1154|| 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, 22:10:39 || Estimated Time: 23:40:06
2023-07-26 08:57:13,572 semantic_segmentation INFO: Iters: 99180/150000 || Lr: 0.007551 || Task Loss: 0.3495 || KD Loss: 0.0588|| 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, 22:10:58 || Estimated Time: 23:39:50
2023-07-26 08:57:30,596 semantic_segmentation INFO: Iters: 99190/150000 || Lr: 0.007549 || Task Loss: 0.3001 || KD Loss: 0.0442|| 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, 22:11:15 || Estimated Time: 23:39:34
2023-07-26 08:57:46,491 semantic_segmentation INFO: Iters: 99200/150000 || Lr: 0.007548 || Task Loss: 0.2807 || KD Loss: 0.0439|| 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, 22:11:30 || Estimated Time: 23:39:16
2023-07-26 08:57:46,604 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 08:57:47,054 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.089
2023-07-26 08:57:47,075 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 08:57:47,088 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-26 08:57:47,101 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.165
2023-07-26 08:57:47,114 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.237
2023-07-26 08:57:47,126 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.282
2023-07-26 08:57:47,140 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.329
2023-07-26 08:57:47,154 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.334
2023-07-26 08:57:47,166 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.374
2023-07-26 08:57:47,180 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.420
2023-07-26 08:57:47,194 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.443
2023-07-26 08:57:47,209 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.489
2023-07-26 08:57:47,221 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.926, mIoU: 0.455
2023-07-26 08:57:47,235 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.439
2023-07-26 08:57:47,249 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.927, mIoU: 0.433
2023-07-26 08:57:47,261 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.929, mIoU: 0.430
2023-07-26 08:57:47,272 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.920, mIoU: 0.416
2023-07-26 08:57:47,284 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.922, mIoU: 0.416
2023-07-26 08:57:47,299 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.422
2023-07-26 08:57:47,314 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.485
2023-07-26 08:57:47,328 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.487
2023-07-26 08:57:47,343 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.492
2023-07-26 08:57:47,357 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.528
2023-07-26 08:57:47,372 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.529
2023-07-26 08:57:47,387 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.529
2023-07-26 08:57:47,401 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.536
2023-07-26 08:57:47,415 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.538
2023-07-26 08:57:47,426 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.539
2023-07-26 08:57:47,440 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.527
2023-07-26 08:57:47,454 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.527
2023-07-26 08:57:47,468 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.528
2023-07-26 08:57:47,482 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.526
2023-07-26 08:57:47,496 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-26 08:57:47,510 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.530
2023-07-26 08:57:47,524 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.554
2023-07-26 08:57:47,538 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.554
2023-07-26 08:57:47,552 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.554
2023-07-26 08:57:47,564 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.600
2023-07-26 08:57:47,579 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.609
2023-07-26 08:57:47,591 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.608
2023-07-26 08:57:47,604 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-26 08:57:47,618 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.624
2023-07-26 08:57:47,631 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.621
2023-07-26 08:57:47,644 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.621
2023-07-26 08:57:47,658 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-26 08:57:47,672 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-26 08:57:47,685 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-26 08:57:47,697 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-26 08:57:47,710 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.635
2023-07-26 08:57:47,726 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.633
2023-07-26 08:57:47,740 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.632
2023-07-26 08:57:47,755 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.632
2023-07-26 08:57:47,767 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.630
2023-07-26 08:57:47,782 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.631
2023-07-26 08:57:47,796 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-26 08:57:47,809 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.634
2023-07-26 08:57:47,823 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.633
2023-07-26 08:57:47,840 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.633
2023-07-26 08:57:47,852 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.633
2023-07-26 08:57:47,867 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-26 08:57:47,879 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-26 08:57:47,894 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.673
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2023-07-26 08:57:47,924 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-26 08:57:47,939 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.674
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2023-07-26 08:57:47,969 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-26 08:57:47,981 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-26 08:57:47,995 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-26 08:57:48,009 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-26 08:57:48,024 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 08:57:48,052 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 08:57:48,080 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 08:57:48,108 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 08:57:48,117 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.729
2023-07-26 08:57:48,131 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.732
2023-07-26 08:57:48,147 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 08:57:48,159 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 08:57:48,173 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 08:57:48,187 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.729
2023-07-26 08:57:48,201 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:57:48,216 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:57:48,230 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 08:57:48,244 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:57:48,259 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:57:48,273 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:57:48,299 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:48,313 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:48,327 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:48,341 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 08:57:48,355 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 08:57:48,369 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 08:57:48,673 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 08:57:48,687 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.695
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2023-07-26 08:57:48,773 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-26 08:57:48,788 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-26 08:57:48,796 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.673
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2023-07-26 08:57:48,823 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.680
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2023-07-26 08:57:48,902 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.679
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2023-07-26 08:57:49,200 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 08:57:49,215 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:49,229 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 08:57:49,255 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 08:57:49,281 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 08:57:49,306 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.931, mIoU: 0.697
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2023-07-26 08:57:49,334 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.673
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2023-07-26 08:57:49,362 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.927, mIoU: 0.667
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2023-07-26 08:57:49,595 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.929, mIoU: 0.673
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2023-07-26 08:57:49,621 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.929, mIoU: 0.675
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2023-07-26 08:57:50,521 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.924, mIoU: 0.679
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2023-07-26 08:57:53,213 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 08:57:53,223 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 08:57:53,236 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 08:57:53,250 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,265 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,280 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,295 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,309 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,323 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 08:57:53,331 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 08:57:53,341 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 08:57:53,353 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,365 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,379 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,391 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 08:57:53,404 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 08:57:53,419 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 08:57:53,432 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 08:57:53,446 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 08:57:53,463 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 08:57:53,474 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 08:57:53,488 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 08:57:53,501 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 08:57:53,513 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 08:57:53,527 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 08:57:53,538 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 08:57:53,552 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 08:57:53,565 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 08:57:53,579 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:53,592 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:53,605 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:53,615 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:53,626 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 08:57:53,640 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 08:57:53,653 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 08:57:53,665 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 08:57:53,677 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 08:57:53,689 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,703 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,717 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,730 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,739 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,752 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,766 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,778 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,791 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:53,805 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:53,817 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:53,831 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 08:57:53,843 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 08:57:53,857 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 08:57:53,871 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 08:57:53,885 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 08:57:53,899 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 08:57:53,912 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:53,923 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 08:57:53,937 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 08:57:53,951 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 08:57:53,964 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 08:57:53,977 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 08:57:53,992 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:54,006 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 08:57:54,021 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:54,034 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:54,047 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:54,062 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 08:57:54,076 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 08:57:54,090 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:54,104 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:54,116 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:54,130 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:54,144 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 08:57:54,157 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 08:57:54,171 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 08:57:54,182 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 08:57:54,197 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 08:57:54,209 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 08:57:54,221 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 08:57:54,232 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 08:57:54,247 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,261 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,276 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,290 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,298 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,313 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 08:57:54,328 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,342 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,356 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,370 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,382 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,394 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,408 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 08:57:54,422 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 08:57:54,436 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 08:57:54,448 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 08:57:54,460 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 08:57:54,474 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 08:57:54,487 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 08:57:54,501 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 08:57:54,513 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 08:57:54,527 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 08:57:54,541 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 08:57:54,557 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 08:57:54,569 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 08:57:54,584 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,598 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,610 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,624 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,638 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,652 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,666 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,678 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,692 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,706 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,722 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,731 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,746 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,760 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,772 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,786 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,799 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,813 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,827 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,841 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,853 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 08:57:54,865 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 08:57:54,877 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,892 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,906 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,921 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,934 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 08:57:54,948 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:54,961 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:54,975 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:54,990 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,002 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,016 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,031 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,046 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 08:57:55,061 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 08:57:55,075 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,086 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,100 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,114 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,127 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,141 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,155 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,166 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,181 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,195 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,209 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,221 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,235 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,249 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 08:57:55,264 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,278 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 08:57:55,293 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,307 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 08:57:55,321 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 08:57:55,335 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 08:57:55,349 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 08:57:55,361 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 08:57:55,374 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 08:57:55,388 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,402 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,413 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,428 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,440 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,454 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,467 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,481 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,495 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,509 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,522 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,535 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,548 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 08:57:55,561 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 08:57:55,605 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,619 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,629 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,641 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,655 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,667 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 08:57:55,693 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 08:57:55,705 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 08:57:55,734 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,748 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:55,762 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,775 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,790 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,803 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,817 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,831 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,846 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,861 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,875 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,890 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,903 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,917 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:55,932 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,944 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,957 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,970 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,984 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:55,998 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,010 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,023 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,038 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:56,053 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:56,065 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:56,077 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:56,085 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 08:57:56,099 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:56,113 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:56,127 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:56,141 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:56,155 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 08:57:56,169 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,184 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,198 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,210 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 08:57:56,224 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,237 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,251 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,265 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,277 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,289 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 08:57:56,301 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 08:57:56,314 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 08:57:56,326 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 08:57:56,338 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 08:57:56,351 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 08:57:56,364 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,379 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,390 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,404 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,416 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,428 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,442 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 08:57:56,457 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 08:57:56,471 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 08:57:56,486 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,500 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 08:57:56,514 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 08:57:56,527 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,542 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 08:57:56,556 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,572 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,586 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,600 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:56,614 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:56,626 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:56,638 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:56,650 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 08:57:56,663 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 08:57:56,678 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:56,690 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:56,702 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:56,715 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,728 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,742 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,756 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,770 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,782 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:56,795 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,808 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,821 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,835 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,848 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,863 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,875 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,890 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,904 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,916 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,929 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,943 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:56,958 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,972 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,986 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 08:57:56,997 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:57,010 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:57,023 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:57,035 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 08:57:57,050 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,068 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,080 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,095 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,107 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,122 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,136 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 08:57:57,149 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,161 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,175 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,189 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,202 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,216 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 08:57:57,230 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 08:57:57,244 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 08:57:57,256 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 08:57:57,270 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,285 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,301 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,313 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,326 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,338 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,353 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,365 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,377 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,391 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,404 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,416 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,431 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,445 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,460 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,475 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,487 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,499 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,512 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:57,525 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,537 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,549 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,564 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,576 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,588 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,602 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,616 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:57,631 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,646 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,659 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,672 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,686 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,701 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,715 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,730 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,743 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 08:57:57,756 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,767 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,782 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,797 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,810 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,823 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 08:57:57,834 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,846 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,860 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,874 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,887 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,901 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,913 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 08:57:57,927 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,940 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,954 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 08:57:57,966 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:57,980 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:57,994 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:58,006 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:58,021 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,035 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,049 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,064 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,079 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,093 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,108 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,121 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,135 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,150 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,162 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,174 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,187 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,202 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,215 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,231 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,246 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,257 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,271 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,286 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,300 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,313 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,328 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,341 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,354 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,367 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,382 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,396 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,408 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 08:57:58,419 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,435 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:57:58,449 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,463 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,475 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,489 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:57:58,503 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,517 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,531 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,543 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,557 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,569 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 08:57:58,582 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:57:58,596 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:57:58,608 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,622 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,635 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,649 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,664 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,678 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,692 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,706 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,720 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,734 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,750 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,764 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,779 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,793 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,803 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,817 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,829 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,842 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,856 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,870 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:58,882 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,896 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,910 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,922 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,937 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,951 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,963 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,977 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:58,991 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,004 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:59,016 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:59,030 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 08:57:59,044 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,058 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,070 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,085 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,100 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,112 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:57:59,125 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:57:59,139 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:57:59,151 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:57:59,164 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,176 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,189 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,203 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,217 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,231 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,246 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,260 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,273 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,285 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:57:59,300 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,313 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,326 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,341 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,355 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,370 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,386 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,398 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,411 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,427 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,442 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,454 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,468 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,480 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,495 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,508 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,523 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,537 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,550 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,559 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,573 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,588 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,600 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,613 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,627 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,641 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,653 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,667 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,681 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,695 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,709 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,723 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,739 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,754 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,766 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,780 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,794 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,808 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 08:57:59,820 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,834 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,848 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,863 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,870 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,882 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,895 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,907 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 08:57:59,918 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,932 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,945 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,960 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:57:59,971 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:57:59,983 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:57:59,997 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:00,007 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:00,022 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:00,034 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:00,048 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 08:58:00,063 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,077 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,094 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,106 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,119 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,134 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,148 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,162 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,176 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,188 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,198 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,208 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,221 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,232 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,246 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,258 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 08:58:00,272 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,287 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,301 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,314 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,328 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,342 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,356 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,371 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,384 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,397 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,411 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,425 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,437 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,449 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,463 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,476 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,491 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,504 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,518 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,533 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,550 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,565 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,577 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 08:58:00,592 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,606 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,621 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,635 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,648 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,660 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,674 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 08:58:00,688 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:58:00,702 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 08:58:00,716 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,730 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 08:58:00,745 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 08:58:00,759 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,773 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,784 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,799 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,808 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,820 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,834 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,845 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,859 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,872 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,886 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,900 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,915 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:00,929 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,943 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,955 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,970 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,982 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:00,997 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,011 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,023 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,038 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,050 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,064 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,078 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,093 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,109 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,124 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,137 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,149 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,163 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,175 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,188 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,203 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,217 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,231 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,244 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,257 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,272 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,286 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,301 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,314 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,326 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,341 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,355 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,369 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,384 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 08:58:01,398 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 08:58:01,412 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,426 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,440 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 08:58:01,455 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 08:58:01,469 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:58:01,483 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 08:58:01,496 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:01,508 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:01,522 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 08:58:01,536 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 08:58:01,575 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:58:01,603 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 08:58:01,628 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:58:01,642 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:58:01,655 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 08:58:01,669 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:58:01,683 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:58:01,696 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 08:58:01,708 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:58:01,763 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 08:58:01,783 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 08:58:01,836 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:01,849 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:01,861 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:01,873 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 08:58:01,900 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 08:58:01,930 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 08:58:01,999 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 08:58:03,633 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,647 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,662 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,674 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,686 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,701 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,715 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,730 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,742 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,756 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,770 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 08:58:03,784 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,797 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,809 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,823 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,838 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,852 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,866 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,880 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,895 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,908 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,921 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,935 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,948 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 08:58:03,961 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,975 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:03,989 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,003 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,017 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,031 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,044 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,057 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,071 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,085 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,099 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,112 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,126 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,141 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,154 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,166 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,180 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,194 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,207 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,221 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,235 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,251 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,265 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,279 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,293 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,307 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,319 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,332 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,344 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,356 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:04,369 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,384 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,399 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,412 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,424 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,439 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,450 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,463 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,478 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,493 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:04,507 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,522 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,534 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,549 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:04,563 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,575 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,589 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,603 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,617 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,630 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,643 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,657 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,670 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,684 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,696 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,709 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,723 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,736 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,751 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,763 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,777 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,791 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,806 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,820 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,834 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,848 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,863 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,873 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 08:58:04,886 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 08:58:04,899 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,911 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 08:58:04,927 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,942 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:04,955 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,967 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,980 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:04,992 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,006 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,019 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,033 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,047 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,059 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,073 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,088 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 08:58:05,113 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,127 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,139 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,154 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 08:58:05,181 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 08:58:05,263 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 08:58:05,277 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:05,291 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,303 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,316 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,330 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,345 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 08:58:05,359 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:05,371 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:05,385 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:05,400 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:05,428 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:05,442 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:05,474 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:05,500 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 08:58:05,541 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:05,555 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:05,582 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:58:05,636 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:58:05,664 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:05,679 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:05,691 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:05,704 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:05,718 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:05,824 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 08:58:05,961 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:06,088 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 08:58:06,101 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 08:58:06,115 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 08:58:06,172 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,186 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.710
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2023-07-26 08:58:06,221 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,236 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,251 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,265 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,279 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,290 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,300 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,315 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,329 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,344 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,356 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,371 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,385 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,398 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,412 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,425 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,438 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,451 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,463 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,477 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,490 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,503 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,515 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,528 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,542 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,555 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:06,569 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:06,581 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:06,594 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:06,607 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 08:58:06,623 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 08:58:22,573 semantic_segmentation INFO: Iters: 99210/150000 || Lr: 0.007547 || Task Loss: 0.4000 || KD Loss: 0.1597|| 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, 22:12:07 || Estimated Time: 23:39:09
2023-07-26 08:58:38,430 semantic_segmentation INFO: Iters: 99220/150000 || Lr: 0.007545 || Task Loss: 0.2987 || KD Loss: 0.0634|| 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, 22:12:22 || Estimated Time: 23:38:52
2023-07-26 08:58:54,387 semantic_segmentation INFO: Iters: 99230/150000 || Lr: 0.007544 || Task Loss: 0.5004 || KD Loss: 0.0768|| 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, 22:12:38 || Estimated Time: 23:38:35
2023-07-26 08:59:10,435 semantic_segmentation INFO: Iters: 99240/150000 || Lr: 0.007543 || Task Loss: 0.4055 || KD Loss: 0.0497|| 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, 22:12:54 || Estimated Time: 23:38:18
2023-07-26 08:59:26,456 semantic_segmentation INFO: Iters: 99250/150000 || Lr: 0.007541 || Task Loss: 0.3830 || KD Loss: 0.0974|| 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, 22:13:10 || Estimated Time: 23:38:01
2023-07-26 08:59:42,475 semantic_segmentation INFO: Iters: 99260/150000 || Lr: 0.007540 || Task Loss: 0.3257 || KD Loss: 0.0569|| 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, 22:13:26 || Estimated Time: 23:37:44
2023-07-26 08:59:58,496 semantic_segmentation INFO: Iters: 99270/150000 || Lr: 0.007539 || Task Loss: 0.3179 || KD Loss: 0.0611|| 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, 22:13:42 || Estimated Time: 23:37:26
2023-07-26 09:00:14,538 semantic_segmentation INFO: Iters: 99280/150000 || Lr: 0.007537 || Task Loss: 0.2348 || KD Loss: 0.0480|| 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, 22:13:59 || Estimated Time: 23:37:09
2023-07-26 09:00:30,565 semantic_segmentation INFO: Iters: 99290/150000 || Lr: 0.007536 || Task Loss: 0.2699 || KD Loss: 0.0399|| 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, 22:14:15 || Estimated Time: 23:36:52
2023-07-26 09:00:46,572 semantic_segmentation INFO: Iters: 99300/150000 || Lr: 0.007535 || Task Loss: 0.3298 || KD Loss: 0.0581|| 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, 22:14:31 || Estimated Time: 23:36:35
2023-07-26 09:01:02,560 semantic_segmentation INFO: Iters: 99310/150000 || Lr: 0.007533 || Task Loss: 0.2743 || KD Loss: 0.0537|| 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, 22:14:47 || Estimated Time: 23:36:18
2023-07-26 09:01:18,577 semantic_segmentation INFO: Iters: 99320/150000 || Lr: 0.007532 || Task Loss: 0.4498 || KD Loss: 0.0437|| 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, 22:15:03 || Estimated Time: 23:36:01
2023-07-26 09:01:34,617 semantic_segmentation INFO: Iters: 99330/150000 || Lr: 0.007531 || Task Loss: 0.2933 || KD Loss: 0.0445|| 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, 22:15:19 || Estimated Time: 23:35:44
2023-07-26 09:01:50,590 semantic_segmentation INFO: Iters: 99340/150000 || Lr: 0.007529 || Task Loss: 0.3156 || KD Loss: 0.0485|| 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, 22:15:35 || Estimated Time: 23:35:26
2023-07-26 09:02:06,565 semantic_segmentation INFO: Iters: 99350/150000 || Lr: 0.007528 || Task Loss: 0.3401 || KD Loss: 0.0629|| 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, 22:15:51 || Estimated Time: 23:35:09
2023-07-26 09:02:22,614 semantic_segmentation INFO: Iters: 99360/150000 || Lr: 0.007527 || Task Loss: 0.3903 || KD Loss: 0.0522|| 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, 22:16:07 || Estimated Time: 23:34:52
2023-07-26 09:02:38,624 semantic_segmentation INFO: Iters: 99370/150000 || Lr: 0.007525 || Task Loss: 0.2901 || KD Loss: 0.0359|| 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, 22:16:23 || Estimated Time: 23:34:35
2023-07-26 09:02:54,535 semantic_segmentation INFO: Iters: 99380/150000 || Lr: 0.007524 || Task Loss: 0.3688 || KD Loss: 0.0529|| 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, 22:16:39 || Estimated Time: 23:34:18
2023-07-26 09:03:10,513 semantic_segmentation INFO: Iters: 99390/150000 || Lr: 0.007523 || Task Loss: 0.1862 || KD Loss: 0.0348|| 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, 22:16:54 || Estimated Time: 23:34:01
2023-07-26 09:03:26,480 semantic_segmentation INFO: Iters: 99400/150000 || Lr: 0.007521 || Task Loss: 0.3411 || KD Loss: 0.0493|| 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, 22:17:10 || Estimated Time: 23:33:43
2023-07-26 09:03:42,413 semantic_segmentation INFO: Iters: 99410/150000 || Lr: 0.007520 || Task Loss: 0.3505 || KD Loss: 0.0508|| 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, 22:17:26 || Estimated Time: 23:33:26
2023-07-26 09:03:58,350 semantic_segmentation INFO: Iters: 99420/150000 || Lr: 0.007519 || Task Loss: 0.2592 || KD Loss: 0.0375|| 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, 22:17:42 || Estimated Time: 23:33:09
2023-07-26 09:04:14,304 semantic_segmentation INFO: Iters: 99430/150000 || Lr: 0.007517 || Task Loss: 0.2818 || KD Loss: 0.0535|| 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, 22:17:58 || Estimated Time: 23:32:52
2023-07-26 09:04:30,271 semantic_segmentation INFO: Iters: 99440/150000 || Lr: 0.007516 || Task Loss: 0.3154 || KD Loss: 0.0578|| 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, 22:18:14 || Estimated Time: 23:32:35
2023-07-26 09:04:46,191 semantic_segmentation INFO: Iters: 99450/150000 || Lr: 0.007515 || Task Loss: 0.2613 || KD Loss: 0.0457|| 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, 22:18:30 || Estimated Time: 23:32:18
2023-07-26 09:05:02,146 semantic_segmentation INFO: Iters: 99460/150000 || Lr: 0.007513 || Task Loss: 0.2634 || KD Loss: 0.0271|| 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, 22:18:46 || Estimated Time: 23:32:00
2023-07-26 09:05:18,063 semantic_segmentation INFO: Iters: 99470/150000 || Lr: 0.007512 || Task Loss: 0.2193 || KD Loss: 0.0585|| 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, 22:19:02 || Estimated Time: 23:31:43
2023-07-26 09:05:33,985 semantic_segmentation INFO: Iters: 99480/150000 || Lr: 0.007511 || Task Loss: 0.3911 || KD Loss: 0.0446|| 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, 22:19:18 || Estimated Time: 23:31:26
2023-07-26 09:05:49,947 semantic_segmentation INFO: Iters: 99490/150000 || Lr: 0.007509 || Task Loss: 0.2956 || KD Loss: 0.0256|| 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, 22:19:34 || Estimated Time: 23:31:09
2023-07-26 09:06:05,861 semantic_segmentation INFO: Iters: 99500/150000 || Lr: 0.007508 || Task Loss: 0.4315 || KD Loss: 0.0572|| 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, 22:19:50 || Estimated Time: 23:30:52
2023-07-26 09:06:21,735 semantic_segmentation INFO: Iters: 99510/150000 || Lr: 0.007507 || Task Loss: 0.2869 || KD Loss: 0.0552|| 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, 22:20:06 || Estimated Time: 23:30:34
2023-07-26 09:06:37,700 semantic_segmentation INFO: Iters: 99520/150000 || Lr: 0.007505 || Task Loss: 0.2515 || KD Loss: 0.0395|| 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, 22:20:22 || Estimated Time: 23:30:17
2023-07-26 09:06:53,638 semantic_segmentation INFO: Iters: 99530/150000 || Lr: 0.007504 || Task Loss: 0.2949 || KD Loss: 0.0435|| 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, 22:20:38 || Estimated Time: 23:30:00
2023-07-26 09:07:09,622 semantic_segmentation INFO: Iters: 99540/150000 || Lr: 0.007503 || Task Loss: 0.2945 || KD Loss: 0.0588|| 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, 22:20:54 || Estimated Time: 23:29:43
2023-07-26 09:07:25,633 semantic_segmentation INFO: Iters: 99550/150000 || Lr: 0.007501 || Task Loss: 0.2586 || KD Loss: 0.0333|| 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, 22:21:10 || Estimated Time: 23:29:26
2023-07-26 09:07:41,584 semantic_segmentation INFO: Iters: 99560/150000 || Lr: 0.007500 || Task Loss: 0.2768 || KD Loss: 0.0413|| 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, 22:21:26 || Estimated Time: 23:29:09
2023-07-26 09:07:57,638 semantic_segmentation INFO: Iters: 99570/150000 || Lr: 0.007499 || Task Loss: 0.2826 || KD Loss: 0.0436|| 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, 22:21:42 || Estimated Time: 23:28:51
2023-07-26 09:08:13,610 semantic_segmentation INFO: Iters: 99580/150000 || Lr: 0.007497 || Task Loss: 0.3942 || KD Loss: 0.0902|| 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, 22:21:58 || Estimated Time: 23:28:34
2023-07-26 09:08:29,569 semantic_segmentation INFO: Iters: 99590/150000 || Lr: 0.007496 || Task Loss: 0.3268 || KD Loss: 0.0414|| 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, 22:22:14 || Estimated Time: 23:28:17
2023-07-26 09:08:45,624 semantic_segmentation INFO: Iters: 99600/150000 || Lr: 0.007495 || Task Loss: 0.4660 || KD Loss: 0.0660|| 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, 22:22:30 || Estimated Time: 23:28:00
2023-07-26 09:09:01,594 semantic_segmentation INFO: Iters: 99610/150000 || Lr: 0.007493 || Task Loss: 0.3061 || 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: 1 day, 22:22:46 || Estimated Time: 23:27:43
2023-07-26 09:09:17,552 semantic_segmentation INFO: Iters: 99620/150000 || Lr: 0.007492 || Task Loss: 0.4213 || KD Loss: 0.0869|| 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, 22:23:02 || Estimated Time: 23:27:26
2023-07-26 09:09:33,546 semantic_segmentation INFO: Iters: 99630/150000 || Lr: 0.007490 || Task Loss: 0.4077 || KD Loss: 0.0484|| 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, 22:23:18 || Estimated Time: 23:27:09
2023-07-26 09:09:49,535 semantic_segmentation INFO: Iters: 99640/150000 || Lr: 0.007489 || Task Loss: 0.3287 || KD Loss: 0.0540|| 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, 22:23:34 || Estimated Time: 23:26:51
2023-07-26 09:10:05,488 semantic_segmentation INFO: Iters: 99650/150000 || Lr: 0.007488 || Task Loss: 0.3165 || 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, 22:23:49 || Estimated Time: 23:26:34
2023-07-26 09:10:21,505 semantic_segmentation INFO: Iters: 99660/150000 || Lr: 0.007486 || Task Loss: 0.3332 || KD Loss: 0.0819|| 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, 22:24:05 || Estimated Time: 23:26:17
2023-07-26 09:10:37,467 semantic_segmentation INFO: Iters: 99670/150000 || Lr: 0.007485 || Task Loss: 0.3104 || KD Loss: 0.0571|| 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, 22:24:21 || Estimated Time: 23:26:00
2023-07-26 09:10:53,398 semantic_segmentation INFO: Iters: 99680/150000 || Lr: 0.007484 || Task Loss: 0.3145 || KD Loss: 0.0555|| 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, 22:24:37 || Estimated Time: 23:25:43
2023-07-26 09:11:09,384 semantic_segmentation INFO: Iters: 99690/150000 || Lr: 0.007482 || Task Loss: 0.3159 || KD Loss: 0.0464|| 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, 22:24:53 || Estimated Time: 23:25:26
2023-07-26 09:11:25,278 semantic_segmentation INFO: Iters: 99700/150000 || Lr: 0.007481 || Task Loss: 0.3351 || KD Loss: 0.0624|| 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, 22:25:09 || Estimated Time: 23:25:08
2023-07-26 09:11:41,229 semantic_segmentation INFO: Iters: 99710/150000 || Lr: 0.007480 || Task Loss: 0.3193 || KD Loss: 0.0443|| 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, 22:25:25 || Estimated Time: 23:24:51
2023-07-26 09:11:57,165 semantic_segmentation INFO: Iters: 99720/150000 || Lr: 0.007478 || Task Loss: 0.3779 || KD Loss: 0.0715|| 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, 22:25:41 || Estimated Time: 23:24:34
2023-07-26 09:12:13,092 semantic_segmentation INFO: Iters: 99730/150000 || Lr: 0.007477 || Task Loss: 0.4337 || KD Loss: 0.0825|| 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, 22:25:57 || Estimated Time: 23:24:17
2023-07-26 09:12:29,008 semantic_segmentation INFO: Iters: 99740/150000 || Lr: 0.007476 || Task Loss: 0.2232 || KD Loss: 0.0329|| 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, 22:26:13 || Estimated Time: 23:24:00
2023-07-26 09:12:45,008 semantic_segmentation INFO: Iters: 99750/150000 || Lr: 0.007474 || Task Loss: 0.2806 || KD Loss: 0.0323|| 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, 22:26:29 || Estimated Time: 23:23:43
2023-07-26 09:13:00,928 semantic_segmentation INFO: Iters: 99760/150000 || Lr: 0.007473 || Task Loss: 0.2716 || KD Loss: 0.0367|| 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, 22:26:45 || Estimated Time: 23:23:25
2023-07-26 09:13:16,871 semantic_segmentation INFO: Iters: 99770/150000 || Lr: 0.007472 || Task Loss: 0.3798 || KD Loss: 0.0614|| 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, 22:27:01 || Estimated Time: 23:23:08
2023-07-26 09:13:32,857 semantic_segmentation INFO: Iters: 99780/150000 || Lr: 0.007470 || Task Loss: 0.2147 || KD Loss: 0.0490|| 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, 22:27:17 || Estimated Time: 23:22:51
2023-07-26 09:13:48,827 semantic_segmentation INFO: Iters: 99790/150000 || Lr: 0.007469 || Task Loss: 0.3960 || KD Loss: 0.0608|| 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, 22:27:33 || Estimated Time: 23:22:34
2023-07-26 09:14:04,784 semantic_segmentation INFO: Iters: 99800/150000 || Lr: 0.007468 || Task Loss: 0.2175 || KD Loss: 0.0412|| 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, 22:27:49 || Estimated Time: 23:22:17
2023-07-26 09:14:20,716 semantic_segmentation INFO: Iters: 99810/150000 || Lr: 0.007466 || Task Loss: 0.3348 || KD Loss: 0.0481|| 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, 22:28:05 || Estimated Time: 23:22:00
2023-07-26 09:14:36,611 semantic_segmentation INFO: Iters: 99820/150000 || Lr: 0.007465 || Task Loss: 0.3172 || KD Loss: 0.0373|| 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, 22:28:21 || Estimated Time: 23:21:42
2023-07-26 09:14:52,649 semantic_segmentation INFO: Iters: 99830/150000 || Lr: 0.007464 || Task Loss: 0.5173 || KD Loss: 0.0848|| 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, 22:28:37 || Estimated Time: 23:21:25
2023-07-26 09:15:08,672 semantic_segmentation INFO: Iters: 99840/150000 || Lr: 0.007462 || Task Loss: 0.3090 || KD Loss: 0.0553|| 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, 22:28:53 || Estimated Time: 23:21:08
2023-07-26 09:15:24,666 semantic_segmentation INFO: Iters: 99850/150000 || Lr: 0.007461 || Task Loss: 0.2503 || KD Loss: 0.0430|| 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, 22:29:09 || Estimated Time: 23:20:51
2023-07-26 09:15:40,682 semantic_segmentation INFO: Iters: 99860/150000 || Lr: 0.007460 || Task Loss: 0.4258 || KD Loss: 0.0737|| 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, 22:29:25 || Estimated Time: 23:20:34
2023-07-26 09:15:56,711 semantic_segmentation INFO: Iters: 99870/150000 || Lr: 0.007458 || Task Loss: 0.3201 || KD Loss: 0.0998|| 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, 22:29:41 || Estimated Time: 23:20:17
2023-07-26 09:16:12,690 semantic_segmentation INFO: Iters: 99880/150000 || Lr: 0.007457 || Task Loss: 0.3278 || KD Loss: 0.0460|| 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, 22:29:57 || Estimated Time: 23:20:00
2023-07-26 09:16:28,770 semantic_segmentation INFO: Iters: 99890/150000 || Lr: 0.007456 || Task Loss: 0.3203 || KD Loss: 0.0811|| 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, 22:30:13 || Estimated Time: 23:19:42
2023-07-26 09:16:44,803 semantic_segmentation INFO: Iters: 99900/150000 || Lr: 0.007454 || Task Loss: 0.3543 || KD Loss: 0.0848|| 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, 22:30:29 || Estimated Time: 23:19:25
2023-07-26 09:17:00,939 semantic_segmentation INFO: Iters: 99910/150000 || Lr: 0.007453 || Task Loss: 0.3735 || KD Loss: 0.0577|| 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, 22:30:45 || Estimated Time: 23:19:08
2023-07-26 09:17:16,967 semantic_segmentation INFO: Iters: 99920/150000 || Lr: 0.007452 || Task Loss: 0.2913 || KD Loss: 0.0471|| 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, 22:31:01 || Estimated Time: 23:18:51
2023-07-26 09:17:32,966 semantic_segmentation INFO: Iters: 99930/150000 || Lr: 0.007450 || Task Loss: 0.4664 || KD Loss: 0.0730|| 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, 22:31:17 || Estimated Time: 23:18:34
2023-07-26 09:17:48,942 semantic_segmentation INFO: Iters: 99940/150000 || Lr: 0.007449 || Task Loss: 0.3709 || KD Loss: 0.0716|| 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, 22:31:33 || Estimated Time: 23:18:17
2023-07-26 09:18:04,880 semantic_segmentation INFO: Iters: 99950/150000 || Lr: 0.007448 || Task Loss: 0.2827 || KD Loss: 0.0289|| 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, 22:31:49 || Estimated Time: 23:18:00
2023-07-26 09:18:20,802 semantic_segmentation INFO: Iters: 99960/150000 || Lr: 0.007446 || Task Loss: 0.3193 || KD Loss: 0.0464|| 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, 22:32:05 || Estimated Time: 23:17:42
2023-07-26 09:18:36,838 semantic_segmentation INFO: Iters: 99970/150000 || Lr: 0.007445 || Task Loss: 0.4310 || KD Loss: 0.0742|| 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, 22:32:21 || Estimated Time: 23:17:25
2023-07-26 09:18:52,862 semantic_segmentation INFO: Iters: 99980/150000 || Lr: 0.007444 || Task Loss: 0.5467 || KD Loss: 0.1307|| 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, 22:32:37 || Estimated Time: 23:17:08
2023-07-26 09:19:08,810 semantic_segmentation INFO: Iters: 99990/150000 || Lr: 0.007442 || Task Loss: 0.2801 || KD Loss: 0.0462|| 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, 22:32:53 || Estimated Time: 23:16:51
2023-07-26 09:19:24,756 semantic_segmentation INFO: Iters: 100000/150000 || Lr: 0.007441 || Task Loss: 0.2435 || KD Loss: 0.0314|| 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, 22:33:09 || Estimated Time: 23:16:34
2023-07-26 09:19:25,114 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 09:19:25,593 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-26 09:19:25,605 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.137
2023-07-26 09:19:25,627 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-26 09:19:25,647 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-26 09:19:25,666 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.248
2023-07-26 09:19:25,682 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.292
2023-07-26 09:19:25,704 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.338
2023-07-26 09:19:25,721 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.342
2023-07-26 09:19:25,734 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.379
2023-07-26 09:19:25,747 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.422
2023-07-26 09:19:25,762 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.473
2023-07-26 09:19:25,776 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.520
2023-07-26 09:19:25,788 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.506
2023-07-26 09:19:25,802 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.489
2023-07-26 09:19:25,817 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.487
2023-07-26 09:19:25,830 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.482
2023-07-26 09:19:25,843 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.464
2023-07-26 09:19:25,859 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.464
2023-07-26 09:19:25,879 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.462
2023-07-26 09:19:25,899 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.508
2023-07-26 09:19:25,917 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.510
2023-07-26 09:19:25,935 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.521
2023-07-26 09:19:25,949 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.556
2023-07-26 09:19:25,964 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.559
2023-07-26 09:19:25,979 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.558
2023-07-26 09:19:25,993 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.554
2023-07-26 09:19:26,007 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.562
2023-07-26 09:19:26,018 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.563
2023-07-26 09:19:26,032 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.552
2023-07-26 09:19:26,051 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.552
2023-07-26 09:19:26,072 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.552
2023-07-26 09:19:26,093 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.553
2023-07-26 09:19:26,110 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.563
2023-07-26 09:19:26,130 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.559
2023-07-26 09:19:26,144 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.604
2023-07-26 09:19:26,158 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.605
2023-07-26 09:19:26,170 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.605
2023-07-26 09:19:26,182 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.649
2023-07-26 09:19:26,198 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.627
2023-07-26 09:19:26,210 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.625
2023-07-26 09:19:26,222 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.649
2023-07-26 09:19:26,236 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.648
2023-07-26 09:19:26,257 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.637
2023-07-26 09:19:26,273 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.637
2023-07-26 09:19:26,295 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-26 09:19:26,316 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-26 09:19:26,332 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-26 09:19:26,345 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-26 09:19:26,358 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-26 09:19:26,373 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.636
2023-07-26 09:19:26,387 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.636
2023-07-26 09:19:26,402 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.636
2023-07-26 09:19:26,415 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.633
2023-07-26 09:19:26,430 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.634
2023-07-26 09:19:26,447 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.640
2023-07-26 09:19:26,460 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.638
2023-07-26 09:19:26,481 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.634
2023-07-26 09:19:26,504 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.632
2023-07-26 09:19:26,521 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.634
2023-07-26 09:19:26,543 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-26 09:19:26,555 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-26 09:19:26,569 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-26 09:19:26,582 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-26 09:19:26,599 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-26 09:19:26,612 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-26 09:19:26,626 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-26 09:19:26,640 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-26 09:19:26,653 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-26 09:19:26,673 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-26 09:19:26,702 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-26 09:19:26,724 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 09:19:26,739 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 09:19:26,758 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 09:19:26,772 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-26 09:19:26,786 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-26 09:19:26,801 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-26 09:19:26,815 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 09:19:26,824 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 09:19:26,838 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:19:26,853 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:19:26,871 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:19:26,889 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:19:26,911 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:19:26,932 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:26,952 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:26,967 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 09:19:26,981 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 09:19:26,995 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:27,008 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 09:19:27,020 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:19:27,034 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 09:19:27,048 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 09:19:27,062 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:19:27,081 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 09:19:27,098 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 09:19:27,120 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 09:19:27,139 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 09:19:27,154 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 09:19:27,172 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:19:27,184 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:19:27,198 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:19:27,211 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:19:27,223 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:19:27,237 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 09:19:27,250 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 09:19:27,262 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:19:27,279 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:19:27,300 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:19:27,315 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:19:27,332 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:19:27,348 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:19:27,366 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:19:27,380 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 09:19:27,393 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 09:19:27,406 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 09:19:27,418 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 09:19:27,430 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 09:19:27,444 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 09:19:27,456 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 09:19:27,470 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 09:19:27,484 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-26 09:19:27,502 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-26 09:19:27,519 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-26 09:19:27,538 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-26 09:19:27,559 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-26 09:19:27,570 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-26 09:19:27,585 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.684
2023-07-26 09:19:27,599 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.665
2023-07-26 09:19:27,608 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.666
2023-07-26 09:19:27,619 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-26 09:19:27,633 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-26 09:19:27,647 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-26 09:19:27,659 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-26 09:19:27,674 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-26 09:19:27,686 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-26 09:19:27,702 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-26 09:19:27,720 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-26 09:19:27,739 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-26 09:19:27,760 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-26 09:19:27,776 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-26 09:19:27,794 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.669
2023-07-26 09:19:27,807 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.670
2023-07-26 09:19:27,821 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-26 09:19:27,835 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-26 09:19:27,849 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-26 09:19:27,862 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.676
2023-07-26 09:19:27,876 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:27,889 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 09:19:27,899 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 09:19:27,917 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:27,936 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 09:19:27,953 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 09:19:27,971 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:27,987 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:28,003 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 09:19:28,017 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 09:19:28,031 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:28,046 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 09:19:28,060 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 09:19:28,074 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 09:19:28,089 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 09:19:28,103 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 09:19:28,123 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 09:19:28,145 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 09:19:28,161 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 09:19:28,179 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 09:19:28,195 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 09:19:28,211 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 09:19:28,225 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:28,239 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:28,254 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 09:19:28,267 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:28,281 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:28,296 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:28,311 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:28,330 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:28,347 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-26 09:19:28,367 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:28,390 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 09:19:28,409 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:28,424 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:28,436 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:28,451 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:28,464 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 09:19:28,478 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:28,492 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.926, mIoU: 0.666
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2023-07-26 09:19:31,631 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.925, mIoU: 0.664
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2023-07-26 09:19:31,680 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.926, mIoU: 0.665
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2023-07-26 09:19:31,752 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.925, mIoU: 0.665
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2023-07-26 09:19:31,780 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.926, mIoU: 0.667
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2023-07-26 09:19:31,807 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:31,822 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:31,840 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.925, mIoU: 0.665
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2023-07-26 09:19:31,884 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 09:19:31,903 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 09:19:31,927 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 09:19:31,940 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 09:19:31,954 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 09:19:31,968 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 09:19:31,982 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 09:19:31,996 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 09:19:32,007 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-26 09:19:32,021 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.663
2023-07-26 09:19:32,035 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.663
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2023-07-26 09:19:32,068 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.925, mIoU: 0.663
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2023-07-26 09:19:32,103 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:32,119 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:32,134 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:32,149 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:32,164 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:32,179 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:32,193 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 09:19:32,205 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 09:19:32,220 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.926, mIoU: 0.664
2023-07-26 09:19:32,234 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:32,252 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:32,265 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-26 09:19:32,287 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-26 09:19:32,306 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:32,329 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 09:19:32,345 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 09:19:32,360 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,374 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,386 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,400 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,414 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,426 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,440 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:32,458 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:32,471 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:32,494 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:32,515 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,535 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,554 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,569 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:32,583 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:32,596 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:32,610 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,622 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:32,635 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:32,650 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:32,668 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:32,689 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:32,707 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,725 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,748 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,768 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,778 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:32,792 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,805 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,819 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,833 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,847 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 09:19:32,862 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,880 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.925, mIoU: 0.667
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2023-07-26 09:19:32,901 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:32,920 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.926, mIoU: 0.668
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2023-07-26 09:19:32,976 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:32,991 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,006 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,020 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,035 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,049 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,061 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 09:19:33,075 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:33,094 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:33,110 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:33,133 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:33,148 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:33,169 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:33,186 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:33,200 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:33,214 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:33,228 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:33,237 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:33,249 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:33,263 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 09:19:33,277 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,292 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 09:19:33,304 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,322 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,340 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,362 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,383 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 09:19:33,392 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 09:19:33,406 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 09:19:33,421 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:33,433 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 09:19:33,448 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:33,462 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:33,475 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:33,493 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:33,510 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:33,534 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 09:19:33,556 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,578 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:33,596 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.928, mIoU: 0.677
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2023-07-26 09:19:33,620 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 09:19:33,634 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:33,647 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.928, mIoU: 0.673
2023-07-26 09:19:33,660 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:33,673 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:33,688 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 09:19:33,710 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 09:19:33,730 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:33,745 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:33,771 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-26 09:19:33,805 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:33,819 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:33,833 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 09:19:33,845 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 09:19:33,860 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 09:19:33,874 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-26 09:19:33,887 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:33,904 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:33,916 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 09:19:33,934 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:33,953 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 09:19:33,968 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 09:19:33,985 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 09:19:34,003 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.927, mIoU: 0.678
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2023-07-26 09:19:34,031 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.927, mIoU: 0.678
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2023-07-26 09:19:34,067 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-26 09:19:34,156 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:34,176 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.928, mIoU: 0.680
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2023-07-26 09:19:34,730 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:34,744 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,762 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,780 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:34,802 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,818 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,837 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 09:19:34,856 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 09:19:34,869 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 09:19:34,883 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,898 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,912 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:34,926 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:34,941 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,952 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,973 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:34,992 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,011 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,033 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:35,053 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,064 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 09:19:35,078 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,092 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,106 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,118 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 09:19:35,131 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 09:19:35,144 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 09:19:35,159 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:35,176 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:35,198 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 09:19:35,219 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,239 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,257 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,274 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,286 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,300 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:35,314 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,328 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,340 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,355 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,368 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,386 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,403 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,422 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,442 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,463 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,481 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:35,496 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 09:19:35,509 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 09:19:35,522 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 09:19:35,536 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 09:19:35,553 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 09:19:35,567 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 09:19:35,583 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 09:19:35,593 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 09:19:35,609 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 09:19:35,631 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 09:19:35,647 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,667 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,683 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,696 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 09:19:35,710 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:35,726 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:35,740 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:35,755 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:35,768 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:35,782 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:35,799 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:35,821 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:35,842 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:35,864 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,885 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:35,899 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,913 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,925 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,939 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 09:19:35,953 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:35,964 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:35,976 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:35,989 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,007 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,028 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,047 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,064 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,085 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,103 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,115 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,128 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,135 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 09:19:36,150 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:36,164 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:36,178 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:36,192 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:36,206 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 09:19:36,227 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 09:19:36,250 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,273 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,292 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,310 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,323 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,338 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:36,352 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:36,364 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:36,377 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:36,390 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 09:19:36,403 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 09:19:36,416 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 09:19:36,431 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 09:19:36,447 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 09:19:36,468 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,491 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,505 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,522 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,535 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,545 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,559 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,573 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 09:19:36,587 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,601 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 09:19:36,615 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,630 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,644 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,662 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,685 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,709 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,730 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,745 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 09:19:36,759 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 09:19:36,771 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 09:19:36,783 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 09:19:36,796 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,812 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,830 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,846 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,858 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,881 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,902 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,923 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,941 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:36,956 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 09:19:36,969 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 09:19:36,983 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:36,995 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,008 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,022 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,035 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,050 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,070 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,091 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,111 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,129 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,148 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,164 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:37,179 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,193 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,207 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,219 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,231 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,245 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,257 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:19:37,274 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 09:19:37,290 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,310 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,331 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,348 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,367 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,382 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 09:19:37,394 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 09:19:37,406 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 09:19:37,420 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,434 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,446 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:37,460 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,474 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,491 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,511 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,529 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,548 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,572 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,587 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,601 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,614 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,630 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,642 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,655 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,669 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,683 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,695 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,717 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 09:19:37,740 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 09:19:37,763 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,787 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,800 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,813 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,826 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,839 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,852 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,864 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:37,879 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,891 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,904 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:37,922 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:37,945 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:37,966 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 09:19:37,989 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,005 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,017 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,032 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,046 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,060 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,074 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:19:38,087 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 09:19:38,099 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,110 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,128 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,147 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,168 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,188 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 09:19:38,203 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,216 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,230 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,243 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,256 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,270 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,282 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,297 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,309 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,324 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,340 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:19:38,358 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:19:38,378 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:19:38,395 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,412 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,426 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,440 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,454 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,468 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,483 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,496 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,510 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:19:38,523 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:19:38,541 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,553 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,572 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,588 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,611 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,624 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,639 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,653 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,663 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,677 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,692 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,706 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,718 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,732 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,750 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,767 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,786 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,808 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,828 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:19:38,841 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:19:38,852 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:19:38,867 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,882 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,896 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,908 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:38,922 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,936 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:38,953 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 09:19:38,967 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 09:19:38,986 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 09:19:39,004 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:19:39,021 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:19:39,041 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:39,054 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 09:19:39,066 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,080 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,092 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,106 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,120 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,134 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,147 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,165 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,182 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,202 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,224 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,241 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,257 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,271 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,280 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,293 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,306 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,320 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,334 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,349 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,364 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,378 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,399 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,416 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,437 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,459 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,471 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,486 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,500 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,515 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,527 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,542 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:39,556 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,574 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,586 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,608 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,629 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,646 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 09:19:39,666 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 09:19:39,681 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,693 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,706 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,718 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,731 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,745 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,759 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,773 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,790 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,812 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,828 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,846 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,867 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,883 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,896 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,910 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,924 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,938 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:39,953 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,965 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,978 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:39,993 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,015 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,032 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,051 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,070 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,088 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,102 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,117 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,131 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,145 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,154 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,169 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,183 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,196 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,209 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,228 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,249 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,266 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,288 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-26 09:19:40,302 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-26 09:19:40,317 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-26 09:19:40,331 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,345 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,360 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,375 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,387 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,401 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,415 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,431 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:40,447 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,469 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,492 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,510 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,516 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,529 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,541 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,552 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,563 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,576 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,590 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,603 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,614 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,631 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,648 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,661 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,683 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,702 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,717 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,731 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,745 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,759 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,770 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,782 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,797 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,812 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,830 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,844 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,862 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,875 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,893 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,909 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,922 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,936 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:40,948 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:40,962 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:40,976 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:40,990 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:41,003 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:41,017 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:41,035 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-26 09:19:41,049 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,069 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,090 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,111 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,128 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,143 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 09:19:41,155 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,167 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,181 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,193 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,208 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,221 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,235 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,251 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,276 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,299 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,317 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,335 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,349 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,364 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,378 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,390 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,402 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,416 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-26 09:19:41,431 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 09:19:41,447 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 09:19:41,466 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-26 09:19:41,487 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-26 09:19:41,510 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.931, mIoU: 0.682
2023-07-26 09:19:41,532 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,546 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,558 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,572 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,582 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,594 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,607 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,618 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,632 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,646 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,668 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,690 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,712 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,733 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,751 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,762 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,777 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,789 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,804 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,818 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,830 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,845 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,857 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 09:19:41,874 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,895 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:41,915 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,934 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,956 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,968 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,980 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:41,995 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.930, mIoU: 0.679
2023-07-26 09:19:42,007 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,019 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,033 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,046 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,060 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,076 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 09:19:42,088 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 09:19:42,109 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,131 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,152 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,165 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,177 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,191 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,206 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,221 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,236 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,251 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,265 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,279 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,302 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,324 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,346 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,367 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-26 09:19:42,381 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,393 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,407 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,421 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,435 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.929, mIoU: 0.676
2023-07-26 09:19:42,447 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.929, mIoU: 0.677
2023-07-26 09:19:42,460 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,474 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,488 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,504 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,520 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,538 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,559 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,581 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,596 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,610 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,623 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,638 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,653 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,666 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,681 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 09:19:42,693 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,702 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,720 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,741 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,762 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.928, mIoU: 0.674
2023-07-26 09:19:42,784 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,800 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,812 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,824 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,837 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,852 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,866 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,883 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,897 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:42,913 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,928 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,940 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,961 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,978 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:42,999 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,011 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,024 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,038 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,053 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,067 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,082 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,094 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,110 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,123 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 09:19:43,141 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 09:19:43,160 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 09:19:43,183 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,205 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,220 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,233 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,247 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,260 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,274 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,288 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,300 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,314 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,326 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,340 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 09:19:43,432 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,442 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 09:19:43,470 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-26 09:19:43,600 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,620 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,638 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,650 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,662 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 09:19:43,689 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 09:19:43,703 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,717 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-26 09:19:43,742 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,756 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,771 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,791 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 09:19:43,812 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-26 09:19:43,848 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,859 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,872 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,887 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,903 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 09:19:43,917 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:43,930 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:43,944 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:43,960 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:43,978 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:43,990 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,008 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,030 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,051 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,066 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,078 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,091 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,105 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,117 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,130 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,144 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,158 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,175 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 09:19:44,197 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,218 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,235 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 09:19:44,256 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 09:19:44,273 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 09:19:44,286 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,301 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 09:19:44,316 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,328 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,342 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,354 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,368 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,387 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,405 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,422 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,442 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,465 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,479 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,490 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,503 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,517 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,527 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,541 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,555 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,568 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,580 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,596 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,617 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,637 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,659 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,676 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,691 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,703 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,716 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,731 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,745 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 09:19:44,760 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 09:19:44,774 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,790 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,806 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,829 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,849 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,867 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,889 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:44,908 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:44,921 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:44,936 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:44,950 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:44,963 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:44,976 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:44,987 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:45,001 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:45,015 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,030 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,045 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:45,066 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,084 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,102 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,116 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,130 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,144 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,157 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,171 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,186 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,198 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,212 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,230 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:45,248 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,268 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,286 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:45,305 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,323 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,336 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,351 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,365 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,381 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:45,395 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,410 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,424 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,437 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,449 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,463 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,477 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,489 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,503 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,517 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,530 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,544 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,558 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,572 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,586 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,598 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,610 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,622 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,635 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,647 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,661 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,675 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,687 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,699 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,712 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,723 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:45,735 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,749 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,763 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,777 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,790 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,802 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,815 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:45,829 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,841 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,855 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,869 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:45,884 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,896 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,910 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,925 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,940 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,954 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,966 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,980 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:45,995 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.925, mIoU: 0.671
2023-07-26 09:19:46,009 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:46,023 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:46,034 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:46,048 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,063 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,077 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,092 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,106 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,121 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,136 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 09:19:46,146 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:46,160 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 09:19:46,172 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 09:19:46,294 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.926, mIoU: 0.672
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2023-07-26 09:19:46,399 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 09:19:46,424 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.926, mIoU: 0.672
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2023-07-26 09:19:46,542 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:46,555 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.925, mIoU: 0.670
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2023-07-26 09:19:46,580 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:46,594 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:46,608 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 09:19:46,622 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,635 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.925, mIoU: 0.668
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2023-07-26 09:19:46,665 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,679 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,694 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,710 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,717 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,732 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,745 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,758 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,773 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,787 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,801 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,817 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,832 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,846 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 09:19:46,862 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,874 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,888 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,903 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,917 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,932 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,947 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,963 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,975 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:46,987 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,001 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,015 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,026 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,038 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,052 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,065 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,079 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,093 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 09:19:47,107 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,121 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,135 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,147 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,161 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,174 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,188 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,203 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,217 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,231 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,243 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,258 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,272 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,287 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,301 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,314 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,329 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,343 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,355 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,369 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,381 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,395 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,409 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,423 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,438 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,451 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,464 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,473 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,487 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,499 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,513 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 09:19:47,527 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 09:19:47,541 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.924, mIoU: 0.666
2023-07-26 09:19:47,555 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,566 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,575 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,590 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,604 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,618 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,630 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,644 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,658 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,671 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,685 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,699 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,712 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,726 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 09:19:47,739 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,753 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,767 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,781 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,793 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,807 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,821 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,835 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-26 09:19:47,849 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,862 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,875 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,889 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 09:19:47,904 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 09:20:03,788 semantic_segmentation INFO: Iters: 100010/150000 || Lr: 0.007440 || Task Loss: 0.3948 || KD Loss: 0.0826|| 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, 22:33:48 || Estimated Time: 23:16:28
2023-07-26 09:20:19,673 semantic_segmentation INFO: Iters: 100020/150000 || Lr: 0.007438 || Task Loss: 0.3062 || KD Loss: 0.0441|| 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, 22:34:04 || Estimated Time: 23:16:11
2023-07-26 09:20:35,610 semantic_segmentation INFO: Iters: 100030/150000 || Lr: 0.007437 || Task Loss: 0.4400 || KD Loss: 0.0819|| 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, 22:34:20 || Estimated Time: 23:15:54
2023-07-26 09:20:51,617 semantic_segmentation INFO: Iters: 100040/150000 || Lr: 0.007436 || Task Loss: 0.3612 || KD Loss: 0.0735|| 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, 22:34:36 || Estimated Time: 23:15:37
2023-07-26 09:21:07,595 semantic_segmentation INFO: Iters: 100050/150000 || Lr: 0.007434 || Task Loss: 0.3182 || KD Loss: 0.0818|| 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, 22:34:52 || Estimated Time: 23:15:20
2023-07-26 09:21:23,590 semantic_segmentation INFO: Iters: 100060/150000 || Lr: 0.007433 || Task Loss: 0.4008 || KD Loss: 0.1008|| 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, 22:35:08 || Estimated Time: 23:15:02
2023-07-26 09:21:39,536 semantic_segmentation INFO: Iters: 100070/150000 || Lr: 0.007432 || Task Loss: 0.3773 || KD Loss: 0.0589|| 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, 22:35:24 || Estimated Time: 23:14:45
2023-07-26 09:21:55,545 semantic_segmentation INFO: Iters: 100080/150000 || Lr: 0.007430 || Task Loss: 0.3122 || 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, 22:35:40 || Estimated Time: 23:14:28
2023-07-26 09:22:11,566 semantic_segmentation INFO: Iters: 100090/150000 || Lr: 0.007429 || Task Loss: 0.3720 || KD Loss: 0.0782|| 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, 22:35:56 || Estimated Time: 23:14:11
2023-07-26 09:22:27,523 semantic_segmentation INFO: Iters: 100100/150000 || Lr: 0.007428 || Task Loss: 0.3656 || KD Loss: 0.0772|| 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, 22:36:12 || Estimated Time: 23:13:54
2023-07-26 09:22:43,496 semantic_segmentation INFO: Iters: 100110/150000 || Lr: 0.007426 || Task Loss: 0.3014 || KD Loss: 0.0368|| 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, 22:36:27 || Estimated Time: 23:13:37
2023-07-26 09:22:59,465 semantic_segmentation INFO: Iters: 100120/150000 || Lr: 0.007425 || Task Loss: 0.2695 || KD Loss: 0.0530|| 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, 22:36:43 || Estimated Time: 23:13:20
2023-07-26 09:23:15,453 semantic_segmentation INFO: Iters: 100130/150000 || Lr: 0.007424 || Task Loss: 0.2643 || KD Loss: 0.0376|| 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, 22:36:59 || Estimated Time: 23:13:02
2023-07-26 09:23:31,451 semantic_segmentation INFO: Iters: 100140/150000 || Lr: 0.007422 || Task Loss: 0.2582 || KD Loss: 0.0525|| 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, 22:37:15 || Estimated Time: 23:12:45
2023-07-26 09:23:47,452 semantic_segmentation INFO: Iters: 100150/150000 || Lr: 0.007421 || Task Loss: 0.4623 || KD Loss: 0.1066|| 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, 22:37:31 || Estimated Time: 23:12:28
2023-07-26 09:24:03,444 semantic_segmentation INFO: Iters: 100160/150000 || Lr: 0.007420 || Task Loss: 0.2261 || KD Loss: 0.0429|| 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, 22:37:47 || Estimated Time: 23:12:11
2023-07-26 09:24:19,427 semantic_segmentation INFO: Iters: 100170/150000 || Lr: 0.007418 || Task Loss: 0.3940 || KD Loss: 0.0663|| 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, 22:38:03 || Estimated Time: 23:11:54
2023-07-26 09:24:35,413 semantic_segmentation INFO: Iters: 100180/150000 || Lr: 0.007417 || Task Loss: 0.2970 || KD Loss: 0.0495|| 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, 22:38:19 || Estimated Time: 23:11:37
2023-07-26 09:24:51,401 semantic_segmentation INFO: Iters: 100190/150000 || Lr: 0.007416 || Task Loss: 0.5025 || KD Loss: 0.1098|| 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, 22:38:35 || Estimated Time: 23:11:20
2023-07-26 09:25:07,375 semantic_segmentation INFO: Iters: 100200/150000 || Lr: 0.007414 || Task Loss: 0.4882 || KD Loss: 0.0998|| 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, 22:38:51 || Estimated Time: 23:11:02
2023-07-26 09:25:23,363 semantic_segmentation INFO: Iters: 100210/150000 || Lr: 0.007413 || Task Loss: 0.3676 || KD Loss: 0.0627|| 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, 22:39:07 || Estimated Time: 23:10:45
2023-07-26 09:25:39,353 semantic_segmentation INFO: Iters: 100220/150000 || Lr: 0.007411 || Task Loss: 0.3209 || KD Loss: 0.0861|| 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, 22:39:23 || Estimated Time: 23:10:28
2023-07-26 09:25:55,300 semantic_segmentation INFO: Iters: 100230/150000 || Lr: 0.007410 || Task Loss: 0.4565 || KD Loss: 0.0638|| 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, 22:39:39 || Estimated Time: 23:10:11
2023-07-26 09:26:11,347 semantic_segmentation INFO: Iters: 100240/150000 || Lr: 0.007409 || Task Loss: 0.3240 || KD Loss: 0.0363|| 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, 22:39:55 || Estimated Time: 23:09:54
2023-07-26 09:26:27,357 semantic_segmentation INFO: Iters: 100250/150000 || Lr: 0.007407 || Task Loss: 0.4580 || KD Loss: 0.0404|| 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, 22:40:11 || Estimated Time: 23:09:37
2023-07-26 09:26:43,360 semantic_segmentation INFO: Iters: 100260/150000 || Lr: 0.007406 || Task Loss: 0.3255 || KD Loss: 0.0410|| 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, 22:40:27 || Estimated Time: 23:09:20
2023-07-26 09:26:59,309 semantic_segmentation INFO: Iters: 100270/150000 || Lr: 0.007405 || Task Loss: 0.4984 || KD Loss: 0.0704|| 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, 22:40:43 || Estimated Time: 23:09:02
2023-07-26 09:27:15,255 semantic_segmentation INFO: Iters: 100280/150000 || Lr: 0.007403 || Task Loss: 0.4668 || KD Loss: 0.0831|| 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, 22:40:59 || Estimated Time: 23:08:45
2023-07-26 09:27:31,229 semantic_segmentation INFO: Iters: 100290/150000 || Lr: 0.007402 || Task Loss: 0.2934 || KD Loss: 0.0366|| 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, 22:41:15 || Estimated Time: 23:08:28
2023-07-26 09:27:47,168 semantic_segmentation INFO: Iters: 100300/150000 || Lr: 0.007401 || Task Loss: 0.3116 || KD Loss: 0.0593|| 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, 22:41:31 || Estimated Time: 23:08:11
2023-07-26 09:28:03,096 semantic_segmentation INFO: Iters: 100310/150000 || Lr: 0.007399 || Task Loss: 0.4513 || KD Loss: 0.0947|| 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, 22:41:47 || Estimated Time: 23:07:54
2023-07-26 09:28:19,089 semantic_segmentation INFO: Iters: 100320/150000 || Lr: 0.007398 || Task Loss: 0.3309 || KD Loss: 0.0271|| 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, 22:42:03 || Estimated Time: 23:07:37
2023-07-26 09:28:35,031 semantic_segmentation INFO: Iters: 100330/150000 || Lr: 0.007397 || Task Loss: 0.3043 || KD Loss: 0.0383|| 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, 22:42:19 || Estimated Time: 23:07:19
2023-07-26 09:28:51,027 semantic_segmentation INFO: Iters: 100340/150000 || Lr: 0.007395 || Task Loss: 0.3750 || KD Loss: 0.0716|| 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, 22:42:35 || Estimated Time: 23:07:02
2023-07-26 09:29:06,919 semantic_segmentation INFO: Iters: 100350/150000 || Lr: 0.007394 || Task Loss: 0.4183 || KD Loss: 0.0622|| 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, 22:42:51 || Estimated Time: 23:06:45
2023-07-26 09:29:22,862 semantic_segmentation INFO: Iters: 100360/150000 || Lr: 0.007393 || Task Loss: 0.3641 || KD Loss: 0.1309|| 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, 22:43:07 || Estimated Time: 23:06:28
2023-07-26 09:29:38,755 semantic_segmentation INFO: Iters: 100370/150000 || Lr: 0.007391 || Task Loss: 0.3085 || KD Loss: 0.0577|| 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, 22:43:23 || Estimated Time: 23:06:11
2023-07-26 09:29:54,725 semantic_segmentation INFO: Iters: 100380/150000 || Lr: 0.007390 || Task Loss: 0.4333 || KD Loss: 0.0751|| 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, 22:43:39 || Estimated Time: 23:05:54
2023-07-26 09:30:10,696 semantic_segmentation INFO: Iters: 100390/150000 || Lr: 0.007389 || Task Loss: 0.3347 || KD Loss: 0.0409|| 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, 22:43:55 || Estimated Time: 23:05:36
2023-07-26 09:30:26,661 semantic_segmentation INFO: Iters: 100400/150000 || Lr: 0.007387 || Task Loss: 0.2453 || 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: 1 day, 22:44:11 || Estimated Time: 23:05:19
2023-07-26 09:30:42,590 semantic_segmentation INFO: Iters: 100410/150000 || Lr: 0.007386 || Task Loss: 0.2883 || KD Loss: 0.0569|| 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, 22:44:27 || Estimated Time: 23:05:02
2023-07-26 09:30:58,567 semantic_segmentation INFO: Iters: 100420/150000 || Lr: 0.007385 || Task Loss: 0.3100 || KD Loss: 0.0812|| 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, 22:44:43 || Estimated Time: 23:04:45
2023-07-26 09:31:14,527 semantic_segmentation INFO: Iters: 100430/150000 || Lr: 0.007383 || Task Loss: 0.3901 || KD Loss: 0.0537|| 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, 22:44:59 || Estimated Time: 23:04:28
2023-07-26 09:31:30,511 semantic_segmentation INFO: Iters: 100440/150000 || Lr: 0.007382 || Task Loss: 0.2488 || KD Loss: 0.0336|| 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, 22:45:14 || Estimated Time: 23:04:11
2023-07-26 09:31:46,494 semantic_segmentation INFO: Iters: 100450/150000 || Lr: 0.007381 || Task Loss: 0.4256 || KD Loss: 0.0882|| 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, 22:45:30 || Estimated Time: 23:03:54
2023-07-26 09:32:02,426 semantic_segmentation INFO: Iters: 100460/150000 || Lr: 0.007379 || Task Loss: 0.2859 || KD Loss: 0.0348|| 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, 22:45:46 || Estimated Time: 23:03:36
2023-07-26 09:32:18,390 semantic_segmentation INFO: Iters: 100470/150000 || Lr: 0.007378 || Task Loss: 0.3565 || KD Loss: 0.0487|| 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, 22:46:02 || Estimated Time: 23:03:19
2023-07-26 09:32:34,357 semantic_segmentation INFO: Iters: 100480/150000 || Lr: 0.007377 || Task Loss: 0.4663 || KD Loss: 0.0572|| 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, 22:46:18 || Estimated Time: 23:03:02
2023-07-26 09:32:50,295 semantic_segmentation INFO: Iters: 100490/150000 || Lr: 0.007375 || Task Loss: 0.3203 || KD Loss: 0.0492|| 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, 22:46:34 || Estimated Time: 23:02:45
2023-07-26 09:33:06,232 semantic_segmentation INFO: Iters: 100500/150000 || Lr: 0.007374 || Task Loss: 0.3168 || KD Loss: 0.0355|| 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, 22:46:50 || Estimated Time: 23:02:28
2023-07-26 09:33:22,210 semantic_segmentation INFO: Iters: 100510/150000 || Lr: 0.007373 || Task Loss: 0.5173 || KD Loss: 0.0961|| 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, 22:47:06 || Estimated Time: 23:02:11
2023-07-26 09:33:38,180 semantic_segmentation INFO: Iters: 100520/150000 || Lr: 0.007371 || Task Loss: 0.3414 || KD Loss: 0.0601|| 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, 22:47:22 || Estimated Time: 23:01:54
2023-07-26 09:33:54,160 semantic_segmentation INFO: Iters: 100530/150000 || Lr: 0.007370 || Task Loss: 0.2860 || KD Loss: 0.0413|| 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, 22:47:38 || Estimated Time: 23:01:36
2023-07-26 09:34:10,133 semantic_segmentation INFO: Iters: 100540/150000 || Lr: 0.007369 || Task Loss: 0.5114 || KD Loss: 0.0846|| 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, 22:47:54 || Estimated Time: 23:01:19
2023-07-26 09:34:26,061 semantic_segmentation INFO: Iters: 100550/150000 || Lr: 0.007367 || Task Loss: 0.5907 || KD Loss: 0.1381|| 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, 22:48:10 || Estimated Time: 23:01:02
2023-07-26 09:34:41,999 semantic_segmentation INFO: Iters: 100560/150000 || Lr: 0.007366 || Task Loss: 0.3257 || KD Loss: 0.0542|| 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, 22:48:26 || Estimated Time: 23:00:45
2023-07-26 09:34:57,938 semantic_segmentation INFO: Iters: 100570/150000 || Lr: 0.007365 || Task Loss: 0.5274 || KD Loss: 0.0986|| 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, 22:48:42 || Estimated Time: 23:00:28
2023-07-26 09:35:13,864 semantic_segmentation INFO: Iters: 100580/150000 || Lr: 0.007363 || Task Loss: 0.3306 || KD Loss: 0.0573|| 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, 22:48:58 || Estimated Time: 23:00:11
2023-07-26 09:35:29,751 semantic_segmentation INFO: Iters: 100590/150000 || Lr: 0.007362 || Task Loss: 0.2937 || KD Loss: 0.0456|| 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, 22:49:14 || Estimated Time: 22:59:53
2023-07-26 09:35:45,667 semantic_segmentation INFO: Iters: 100600/150000 || Lr: 0.007361 || Task Loss: 0.4220 || KD Loss: 0.0691|| 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, 22:49:30 || Estimated Time: 22:59:36
2023-07-26 09:36:01,634 semantic_segmentation INFO: Iters: 100610/150000 || Lr: 0.007359 || Task Loss: 0.3090 || KD Loss: 0.0709|| 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, 22:49:46 || Estimated Time: 22:59:19
2023-07-26 09:36:17,587 semantic_segmentation INFO: Iters: 100620/150000 || Lr: 0.007358 || Task Loss: 0.3671 || KD Loss: 0.1014|| 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, 22:50:02 || Estimated Time: 22:59:02
2023-07-26 09:36:33,533 semantic_segmentation INFO: Iters: 100630/150000 || Lr: 0.007357 || Task Loss: 0.3582 || KD Loss: 0.0545|| 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, 22:50:18 || Estimated Time: 22:58:45
2023-07-26 09:36:49,514 semantic_segmentation INFO: Iters: 100640/150000 || Lr: 0.007355 || Task Loss: 0.6433 || KD Loss: 0.0949|| 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, 22:50:33 || Estimated Time: 22:58:28
2023-07-26 09:37:05,489 semantic_segmentation INFO: Iters: 100650/150000 || Lr: 0.007354 || Task Loss: 0.3878 || KD Loss: 0.0644|| 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, 22:50:49 || Estimated Time: 22:58:11
2023-07-26 09:37:21,495 semantic_segmentation INFO: Iters: 100660/150000 || Lr: 0.007352 || Task Loss: 0.3581 || KD Loss: 0.0534|| 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, 22:51:05 || Estimated Time: 22:57:53
2023-07-26 09:37:37,443 semantic_segmentation INFO: Iters: 100670/150000 || Lr: 0.007351 || Task Loss: 0.3663 || KD Loss: 0.0605|| 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, 22:51:21 || Estimated Time: 22:57:36
2023-07-26 09:37:53,413 semantic_segmentation INFO: Iters: 100680/150000 || Lr: 0.007350 || Task Loss: 0.3774 || KD Loss: 0.0484|| 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, 22:51:37 || Estimated Time: 22:57:19
2023-07-26 09:38:09,379 semantic_segmentation INFO: Iters: 100690/150000 || Lr: 0.007348 || Task Loss: 0.3844 || KD Loss: 0.0725|| 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, 22:51:53 || Estimated Time: 22:57:02
2023-07-26 09:38:25,367 semantic_segmentation INFO: Iters: 100700/150000 || Lr: 0.007347 || Task Loss: 0.3683 || KD Loss: 0.0601|| 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, 22:52:09 || Estimated Time: 22:56:45
2023-07-26 09:38:41,415 semantic_segmentation INFO: Iters: 100710/150000 || Lr: 0.007346 || Task Loss: 0.3486 || KD Loss: 0.0447|| 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, 22:52:25 || Estimated Time: 22:56:28
2023-07-26 09:38:57,413 semantic_segmentation INFO: Iters: 100720/150000 || Lr: 0.007344 || Task Loss: 0.3223 || KD Loss: 0.0569|| 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, 22:52:41 || Estimated Time: 22:56:11
2023-07-26 09:39:13,434 semantic_segmentation INFO: Iters: 100730/150000 || Lr: 0.007343 || Task Loss: 0.1961 || KD Loss: 0.0382|| 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, 22:52:57 || Estimated Time: 22:55:53
2023-07-26 09:39:29,360 semantic_segmentation INFO: Iters: 100740/150000 || Lr: 0.007342 || Task Loss: 0.4187 || KD Loss: 0.0595|| 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, 22:53:13 || Estimated Time: 22:55:36
2023-07-26 09:39:45,399 semantic_segmentation INFO: Iters: 100750/150000 || Lr: 0.007340 || Task Loss: 0.3177 || KD Loss: 0.0433|| 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, 22:53:29 || Estimated Time: 22:55:19
2023-07-26 09:40:01,402 semantic_segmentation INFO: Iters: 100760/150000 || Lr: 0.007339 || Task Loss: 0.5772 || KD Loss: 0.0991|| 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, 22:53:45 || Estimated Time: 22:55:02
2023-07-26 09:40:17,371 semantic_segmentation INFO: Iters: 100770/150000 || Lr: 0.007338 || Task Loss: 0.3022 || KD Loss: 0.0327|| 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, 22:54:01 || Estimated Time: 22:54:45
2023-07-26 09:40:33,306 semantic_segmentation INFO: Iters: 100780/150000 || Lr: 0.007336 || Task Loss: 0.4502 || KD Loss: 0.0878|| 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, 22:54:17 || Estimated Time: 22:54:28
2023-07-26 09:40:49,225 semantic_segmentation INFO: Iters: 100790/150000 || Lr: 0.007335 || Task Loss: 0.3846 || KD Loss: 0.0677|| 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, 22:54:33 || Estimated Time: 22:54:11
2023-07-26 09:41:05,206 semantic_segmentation INFO: Iters: 100800/150000 || Lr: 0.007334 || Task Loss: 0.3093 || KD Loss: 0.0663|| 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, 22:54:49 || Estimated Time: 22:53:54
2023-07-26 09:41:05,318 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 09:41:05,766 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.092
2023-07-26 09:41:05,778 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.137
2023-07-26 09:41:05,790 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.172
2023-07-26 09:41:05,805 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-26 09:41:05,817 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.250
2023-07-26 09:41:05,829 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.294
2023-07-26 09:41:05,843 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.339
2023-07-26 09:41:05,856 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.342
2023-07-26 09:41:05,868 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.365
2023-07-26 09:41:05,882 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.409
2023-07-26 09:41:05,895 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.456
2023-07-26 09:41:05,909 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.485
2023-07-26 09:41:05,921 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.496
2023-07-26 09:41:05,935 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.472
2023-07-26 09:41:05,948 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.466
2023-07-26 09:41:05,960 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.461
2023-07-26 09:41:05,971 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.444
2023-07-26 09:41:05,983 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.445
2023-07-26 09:41:05,997 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.445
2023-07-26 09:41:06,011 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.497
2023-07-26 09:41:06,025 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.467
2023-07-26 09:41:06,039 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.474
2023-07-26 09:41:06,053 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.502
2023-07-26 09:41:06,068 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.510
2023-07-26 09:41:06,083 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.514
2023-07-26 09:41:06,096 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.524
2023-07-26 09:41:06,109 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.527
2023-07-26 09:41:06,120 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.528
2023-07-26 09:41:06,135 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.518
2023-07-26 09:41:06,149 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.519
2023-07-26 09:41:06,162 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.526
2023-07-26 09:41:06,177 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.524
2023-07-26 09:41:06,191 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.528
2023-07-26 09:41:06,205 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.523
2023-07-26 09:41:06,220 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.568
2023-07-26 09:41:06,234 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.568
2023-07-26 09:41:06,246 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.570
2023-07-26 09:41:06,258 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.615
2023-07-26 09:41:06,274 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.619
2023-07-26 09:41:06,286 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.617
2023-07-26 09:41:06,298 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.642
2023-07-26 09:41:06,312 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.638
2023-07-26 09:41:06,326 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.628
2023-07-26 09:41:06,339 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.628
2023-07-26 09:41:06,353 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.640
2023-07-26 09:41:06,368 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-26 09:41:06,381 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-26 09:41:06,393 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 09:41:06,407 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-26 09:41:06,422 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.634
2023-07-26 09:41:06,437 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.635
2023-07-26 09:41:06,452 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.634
2023-07-26 09:41:06,465 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.631
2023-07-26 09:41:06,480 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.633
2023-07-26 09:41:06,494 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.636
2023-07-26 09:41:06,507 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.634
2023-07-26 09:41:06,522 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.635
2023-07-26 09:41:06,537 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.636
2023-07-26 09:41:06,550 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.638
2023-07-26 09:41:06,563 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-26 09:41:06,576 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-26 09:41:06,590 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-26 09:41:06,602 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-26 09:41:06,620 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-26 09:41:06,632 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-26 09:41:06,646 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-26 09:41:06,660 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-26 09:41:06,672 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-26 09:41:06,686 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-26 09:41:06,701 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-26 09:41:06,716 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 09:41:06,730 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 09:41:06,746 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 09:41:06,761 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-26 09:41:06,776 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-26 09:41:06,791 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-26 09:41:06,805 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 09:41:06,815 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 09:41:06,830 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 09:41:06,846 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 09:41:06,858 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 09:41:06,873 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 09:41:06,888 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 09:41:06,903 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 09:41:06,918 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 09:41:06,932 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 09:41:06,945 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 09:41:06,959 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 09:41:06,973 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 09:41:06,985 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 09:41:06,998 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 09:41:07,013 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 09:41:07,026 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 09:41:07,040 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 09:41:07,054 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 09:41:07,067 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 09:41:07,079 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 09:41:07,091 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 09:41:07,105 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 09:41:07,117 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 09:41:07,131 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 09:41:07,144 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,157 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 09:41:07,170 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 09:41:07,184 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,196 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 09:41:07,210 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 09:41:07,224 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,236 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,248 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 09:41:07,260 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,273 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 09:41:07,287 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 09:41:07,301 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 09:41:07,315 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 09:41:07,327 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 09:41:07,340 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-26 09:41:07,354 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-26 09:41:07,367 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-26 09:41:07,381 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 09:41:07,396 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-26 09:41:07,409 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.708
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2023-07-26 09:41:10,097 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 09:41:10,210 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 09:41:10,327 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 09:41:10,339 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 09:41:10,406 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 09:41:10,421 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 09:41:10,435 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 09:41:10,583 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 09:41:10,642 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:10,655 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 09:41:10,666 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:10,680 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 09:41:10,694 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 09:41:10,707 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 09:41:10,720 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 09:41:10,733 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 09:41:10,760 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 09:41:10,842 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.930, mIoU: 0.688
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2023-07-26 09:41:10,870 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 09:41:10,884 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:41:10,899 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 09:41:10,913 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 09:41:10,927 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.931, mIoU: 0.688
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2023-07-26 09:41:11,008 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.689
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2023-07-26 09:41:11,064 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 09:41:11,313 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.932, mIoU: 0.685
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2023-07-26 09:41:11,339 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.930, mIoU: 0.684
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2023-07-26 09:41:11,387 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:41:11,400 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:41:11,414 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.930, mIoU: 0.682
2023-07-26 09:41:11,428 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:41:11,443 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.931, mIoU: 0.683
2023-07-26 09:41:11,455 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:41:11,470 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.931, mIoU: 0.684
2023-07-26 09:41:11,485 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:41:11,500 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:41:11,513 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 09:41:11,528 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 09:41:11,540 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:41:11,556 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 09:41:11,569 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.687
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2023-07-26 09:41:11,626 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.691
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2023-07-26 09:41:11,724 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 09:41:11,821 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 09:41:11,834 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.693
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2023-07-26 09:41:11,865 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 09:41:11,879 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 09:41:11,894 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.931, mIoU: 0.692
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2023-07-26 09:41:11,933 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.931, mIoU: 0.692
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2023-07-26 09:41:12,000 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.931, mIoU: 0.692
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2023-07-26 09:41:12,031 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.693
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2023-07-26 09:41:12,165 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.694
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2023-07-26 09:41:12,219 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.932, mIoU: 0.695
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2023-07-26 09:41:12,605 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 09:41:12,691 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 09:41:12,719 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 09:41:12,777 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 09:41:12,789 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 09:41:12,803 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 09:41:12,831 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 09:41:12,845 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:12,859 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:12,871 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 09:41:12,886 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:12,900 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 09:41:12,912 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 09:41:12,927 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 09:41:12,937 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:41:12,952 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:41:12,964 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:41:12,975 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:41:12,987 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 09:41:13,001 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,016 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,030 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,044 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,052 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,067 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,081 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,095 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,109 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,123 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,135 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,148 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,162 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,176 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,189 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,201 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,213 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,227 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,240 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,254 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,266 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 09:41:13,281 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,296 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,311 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,323 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,339 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,353 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,365 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,380 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,394 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,408 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,423 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,435 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,450 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,464 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,480 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,490 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,504 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,519 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 09:41:13,531 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,545 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,557 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:13,571 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,586 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,600 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,612 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,624 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:41:13,636 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,651 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,665 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,680 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,695 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,710 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,723 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,737 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,752 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,764 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:13,779 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,794 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,808 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,822 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,836 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,847 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,861 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,876 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,889 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,904 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:41:13,918 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:41:13,929 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 09:41:13,944 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,958 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:13,972 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:13,985 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:13,999 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,012 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,027 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,040 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,054 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,074 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:14,088 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:14,102 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:14,116 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,128 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:14,142 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:14,157 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,171 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,183 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,198 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,210 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,225 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,239 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,254 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,268 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,283 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,297 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,311 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,324 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 09:41:14,338 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 09:41:14,352 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 09:41:14,369 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 09:41:14,383 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 09:41:14,397 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 09:41:14,407 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,419 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,433 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,445 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,459 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,471 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,483 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,497 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,512 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,526 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,541 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,554 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,567 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,580 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,593 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,608 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 09:41:14,622 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,636 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,650 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,664 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,677 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,691 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,707 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,719 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,732 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,746 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,761 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 09:41:14,803 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:14,818 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,832 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 09:41:14,879 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:14,894 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 09:41:14,979 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.936, mIoU: 0.716
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2023-07-26 09:41:15,211 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 09:41:15,226 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 09:41:15,240 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 09:41:15,254 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 09:41:15,268 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 09:41:15,282 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,297 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 09:41:15,323 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 09:41:15,354 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 09:41:15,382 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 09:41:15,397 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 09:41:15,409 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 09:41:15,421 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 09:41:15,434 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 09:41:15,448 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,463 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,475 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,487 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,501 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,515 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,529 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,544 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,558 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,570 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,584 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,597 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,610 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,624 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,638 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,653 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,666 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,681 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,696 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,709 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,723 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,737 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,752 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,766 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,781 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,792 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,805 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 09:41:15,818 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,830 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 09:41:15,844 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 09:41:15,860 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:15,872 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:15,886 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:15,898 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:15,912 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:15,926 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:15,938 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:15,951 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:15,965 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:15,980 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:15,993 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:16,007 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:16,022 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:16,036 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:16,049 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:16,063 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:16,078 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:16,095 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,107 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,121 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,134 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,149 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,161 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,173 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,187 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:16,200 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,212 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,227 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:16,241 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,255 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,270 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,282 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,293 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,306 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,318 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,330 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,342 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,356 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,368 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,380 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,393 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,408 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,423 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,437 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,449 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,461 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,475 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,489 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,504 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,517 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:16,529 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:16,541 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,552 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,568 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,583 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,597 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,611 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,622 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,635 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,650 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,665 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:16,678 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:16,693 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:16,706 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:16,723 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,737 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,752 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,764 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,778 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,792 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:16,805 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,819 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,833 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:16,846 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,860 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,873 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,888 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,901 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:16,914 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,928 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,941 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,953 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,965 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,977 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:16,993 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,005 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:17,021 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:17,035 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,045 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,059 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,073 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,087 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,099 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,113 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,127 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,139 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,152 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,167 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,181 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,193 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,204 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,220 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,234 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,248 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,261 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,275 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:17,289 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,303 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,317 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,329 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,343 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,355 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 09:41:17,369 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,383 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,396 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,411 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,424 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,438 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,453 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,467 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:17,481 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,495 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,509 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,523 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,538 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,552 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,567 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,582 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,591 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,604 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,616 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,630 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,644 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,659 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,671 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,685 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,699 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,712 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,727 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 09:41:17,743 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,755 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,770 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,784 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,798 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,811 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 09:41:17,825 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:17,839 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,854 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,867 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,881 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,896 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,909 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:17,922 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:17,937 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:17,949 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:17,962 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:17,975 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:17,988 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,002 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,016 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,030 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,044 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,058 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,070 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,083 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:18,096 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,109 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,121 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,134 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,148 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,162 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 09:41:18,177 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,189 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,201 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,217 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,231 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,244 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,258 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,271 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,286 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,300 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,315 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,330 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,344 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,353 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,369 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,384 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,397 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,411 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,425 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,439 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,451 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,465 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,479 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,493 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,507 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,521 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,536 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,550 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,562 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,576 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,590 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,604 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,616 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 09:41:18,630 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,645 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,660 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,666 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,679 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,692 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,704 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,714 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,729 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,744 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,759 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:18,771 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,783 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,798 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,807 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,822 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:18,834 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,848 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,862 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,876 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,891 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,902 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,914 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,928 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,942 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,955 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,969 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,981 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:18,991 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,002 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,015 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,026 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,041 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,053 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:19,068 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:19,083 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,098 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,111 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,126 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,141 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,155 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,171 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,184 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,198 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:19,213 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,227 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,239 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,251 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,264 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,276 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,290 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,302 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,316 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,329 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,345 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,359 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,371 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,386 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,400 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,413 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,427 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,439 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,451 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,465 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 09:41:19,478 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:19,492 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:19,506 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 09:41:19,520 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:19,535 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 09:41:19,548 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,562 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,574 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,588 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,598 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,610 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,623 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,635 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,649 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,664 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,679 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,694 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,709 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,724 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,738 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,751 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,767 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,780 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,795 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,809 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,822 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,835 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,847 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,861 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,875 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 09:41:19,889 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,903 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,917 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,928 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,940 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,954 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,966 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,978 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:19,992 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:20,006 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:20,020 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:20,032 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 09:41:20,044 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:20,059 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,073 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,088 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,101 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,113 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,127 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,141 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,155 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,169 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,182 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 09:41:20,196 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:20,209 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:20,223 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:20,237 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,251 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 09:41:20,264 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,278 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,291 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,305 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,319 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,333 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,345 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 09:41:20,359 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,373 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,389 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,401 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,415 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,429 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,442 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,457 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,471 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,486 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,498 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:20,513 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,528 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,540 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,554 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,566 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 09:41:20,575 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,589 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,603 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 09:41:20,615 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:20,630 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 09:41:20,644 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 09:41:20,657 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 09:41:20,669 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.707
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2023-07-26 09:41:20,882 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 09:41:20,960 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 09:41:21,392 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.934, mIoU: 0.707
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2023-07-26 09:41:21,927 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 09:41:21,981 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:21,993 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:22,007 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 09:41:22,032 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:22,046 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 09:41:22,060 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 09:41:22,278 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 09:41:22,316 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:22,328 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:22,342 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 09:41:22,356 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 09:41:22,383 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 09:41:22,398 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 09:41:22,739 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 09:41:22,751 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 09:41:23,260 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,274 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,289 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,303 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,317 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,330 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,344 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:23,359 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,371 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,387 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,402 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,417 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,429 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,443 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:23,458 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,472 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,486 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,498 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,512 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,526 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,541 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,555 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,567 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,581 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,595 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,609 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,623 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,637 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,651 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,665 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,675 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,688 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,701 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,713 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,729 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,744 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,757 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,769 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,782 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,795 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,813 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:23,828 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,842 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,856 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,869 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,883 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,898 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 09:41:23,911 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 09:41:23,925 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,939 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,951 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,965 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,975 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:23,990 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 09:41:24,004 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,017 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 09:41:24,031 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,043 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,055 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,068 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,082 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,095 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,107 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,119 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,133 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,147 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,161 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 09:41:24,173 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,187 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,202 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,217 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,231 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,246 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,253 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,267 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,279 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,291 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,305 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,319 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 09:41:24,333 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,348 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,363 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 09:41:24,393 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:24,406 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:24,420 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:24,435 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:24,450 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:24,465 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:24,479 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:24,495 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,507 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,521 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,535 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,549 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,561 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,574 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,588 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,602 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,616 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 09:41:24,630 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,644 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,658 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,672 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,684 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,698 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,710 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,724 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,739 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,753 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,767 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,779 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,794 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,808 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,823 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,838 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,852 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,866 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,880 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,893 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,908 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,920 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,934 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,949 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,963 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,978 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:24,993 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,006 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,016 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,030 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,043 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,057 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 09:41:25,072 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,086 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,100 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,111 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,120 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,135 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,150 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,164 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,176 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,190 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,204 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,216 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,230 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,244 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,257 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,271 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,283 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,297 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 09:41:25,311 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,324 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,336 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,350 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,364 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 09:41:25,378 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:25,394 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:25,407 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:25,420 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 09:41:25,434 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:25,450 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 09:41:41,376 semantic_segmentation INFO: Iters: 100810/150000 || Lr: 0.007332 || Task Loss: 0.2677 || KD Loss: 0.0490|| 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, 22:55:25 || Estimated Time: 22:53:46
2023-07-26 09:41:59,142 semantic_segmentation INFO: Iters: 100820/150000 || Lr: 0.007331 || Task Loss: 0.3354 || KD Loss: 0.0418|| 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, 22:55:43 || Estimated Time: 22:53:30
2023-07-26 09:42:16,464 semantic_segmentation INFO: Iters: 100830/150000 || Lr: 0.007330 || Task Loss: 0.2984 || KD Loss: 0.0511|| 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, 22:56:00 || Estimated Time: 22:53:13
2023-07-26 09:42:32,391 semantic_segmentation INFO: Iters: 100840/150000 || Lr: 0.007328 || Task Loss: 0.2518 || KD Loss: 0.0403|| 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, 22:56:16 || Estimated Time: 22:52:56
2023-07-26 09:42:48,356 semantic_segmentation INFO: Iters: 100850/150000 || Lr: 0.007327 || Task Loss: 0.2725 || KD Loss: 0.0338|| 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, 22:56:32 || Estimated Time: 22:52:39
2023-07-26 09:43:04,303 semantic_segmentation INFO: Iters: 100860/150000 || Lr: 0.007326 || Task Loss: 0.2258 || KD Loss: 0.0314|| 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, 22:56:48 || Estimated Time: 22:52:22
2023-07-26 09:43:20,307 semantic_segmentation INFO: Iters: 100870/150000 || Lr: 0.007324 || Task Loss: 0.2710 || KD Loss: 0.0478|| 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, 22:57:04 || Estimated Time: 22:52:05
2023-07-26 09:43:36,304 semantic_segmentation INFO: Iters: 100880/150000 || Lr: 0.007323 || Task Loss: 0.2972 || KD Loss: 0.0389|| 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, 22:57:20 || Estimated Time: 22:51:48
2023-07-26 09:43:52,329 semantic_segmentation INFO: Iters: 100890/150000 || Lr: 0.007322 || Task Loss: 0.3793 || KD Loss: 0.0420|| 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, 22:57:36 || Estimated Time: 22:51:31
2023-07-26 09:44:08,297 semantic_segmentation INFO: Iters: 100900/150000 || Lr: 0.007320 || Task Loss: 0.3506 || KD Loss: 0.0483|| 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, 22:57:52 || Estimated Time: 22:51:14
2023-07-26 09:44:24,275 semantic_segmentation INFO: Iters: 100910/150000 || Lr: 0.007319 || Task Loss: 0.2344 || KD Loss: 0.0384|| 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, 22:58:08 || Estimated Time: 22:50:56
2023-07-26 09:44:40,221 semantic_segmentation INFO: Iters: 100920/150000 || Lr: 0.007318 || Task Loss: 0.2466 || KD Loss: 0.0267|| 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, 22:58:24 || Estimated Time: 22:50:39
2023-07-26 09:44:56,215 semantic_segmentation INFO: Iters: 100930/150000 || Lr: 0.007316 || Task Loss: 0.3219 || KD Loss: 0.0570|| 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, 22:58:40 || Estimated Time: 22:50:22
2023-07-26 09:45:12,214 semantic_segmentation INFO: Iters: 100940/150000 || Lr: 0.007315 || Task Loss: 0.2889 || KD Loss: 0.0708|| 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, 22:58:56 || Estimated Time: 22:50:05
2023-07-26 09:45:28,169 semantic_segmentation INFO: Iters: 100950/150000 || Lr: 0.007314 || Task Loss: 0.2791 || KD Loss: 0.0421|| 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, 22:59:12 || Estimated Time: 22:49:48
2023-07-26 09:45:44,146 semantic_segmentation INFO: Iters: 100960/150000 || Lr: 0.007312 || Task Loss: 0.2156 || KD Loss: 0.0465|| 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, 22:59:28 || Estimated Time: 22:49:31
2023-07-26 09:46:00,081 semantic_segmentation INFO: Iters: 100970/150000 || Lr: 0.007311 || Task Loss: 0.2279 || KD Loss: 0.0369|| 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, 22:59:44 || Estimated Time: 22:49:14
2023-07-26 09:46:16,050 semantic_segmentation INFO: Iters: 100980/150000 || Lr: 0.007310 || Task Loss: 0.3463 || KD Loss: 0.0593|| 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, 23:00:00 || Estimated Time: 22:48:56
2023-07-26 09:46:32,027 semantic_segmentation INFO: Iters: 100990/150000 || Lr: 0.007308 || Task Loss: 0.3166 || KD Loss: 0.0891|| 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, 23:00:16 || Estimated Time: 22:48:39
2023-07-26 09:46:47,989 semantic_segmentation INFO: Iters: 101000/150000 || Lr: 0.007307 || Task Loss: 0.2761 || KD Loss: 0.0313|| 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, 23:00:32 || Estimated Time: 22:48:22
2023-07-26 09:47:04,002 semantic_segmentation INFO: Iters: 101010/150000 || Lr: 0.007306 || Task Loss: 0.3119 || KD Loss: 0.0749|| 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, 23:00:48 || Estimated Time: 22:48:05
2023-07-26 09:47:19,958 semantic_segmentation INFO: Iters: 101020/150000 || Lr: 0.007304 || Task Loss: 0.2151 || KD Loss: 0.0515|| 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, 23:01:04 || Estimated Time: 22:47:48
2023-07-26 09:47:35,916 semantic_segmentation INFO: Iters: 101030/150000 || Lr: 0.007303 || Task Loss: 0.2243 || KD Loss: 0.0398|| 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, 23:01:20 || Estimated Time: 22:47:31
2023-07-26 09:47:51,893 semantic_segmentation INFO: Iters: 101040/150000 || Lr: 0.007302 || Task Loss: 0.2652 || KD Loss: 0.0318|| 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, 23:01:36 || Estimated Time: 22:47:14
2023-07-26 09:48:07,916 semantic_segmentation INFO: Iters: 101050/150000 || Lr: 0.007300 || Task Loss: 0.4622 || KD Loss: 0.0650|| 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, 23:01:52 || Estimated Time: 22:46:56
2023-07-26 09:48:23,878 semantic_segmentation INFO: Iters: 101060/150000 || Lr: 0.007299 || Task Loss: 0.4441 || KD Loss: 0.0727|| 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, 23:02:08 || Estimated Time: 22:46:39
2023-07-26 09:48:39,818 semantic_segmentation INFO: Iters: 101070/150000 || Lr: 0.007297 || Task Loss: 0.2343 || KD Loss: 0.0328|| 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, 23:02:24 || Estimated Time: 22:46:22
2023-07-26 09:48:55,749 semantic_segmentation INFO: Iters: 101080/150000 || Lr: 0.007296 || Task Loss: 0.4532 || KD Loss: 0.0917|| 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, 23:02:40 || Estimated Time: 22:46:05
2023-07-26 09:49:11,735 semantic_segmentation INFO: Iters: 101090/150000 || Lr: 0.007295 || Task Loss: 0.2720 || KD Loss: 0.0331|| 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, 23:02:56 || Estimated Time: 22:45:48
2023-07-26 09:49:27,722 semantic_segmentation INFO: Iters: 101100/150000 || Lr: 0.007293 || Task Loss: 0.2713 || KD Loss: 0.0445|| 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, 23:03:12 || Estimated Time: 22:45:31
2023-07-26 09:49:43,771 semantic_segmentation INFO: Iters: 101110/150000 || Lr: 0.007292 || Task Loss: 0.3782 || KD Loss: 0.0331|| 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, 23:03:28 || Estimated Time: 22:45:14
2023-07-26 09:49:59,739 semantic_segmentation INFO: Iters: 101120/150000 || Lr: 0.007291 || Task Loss: 0.4162 || KD Loss: 0.0550|| 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, 23:03:44 || Estimated Time: 22:44:57
2023-07-26 09:50:15,727 semantic_segmentation INFO: Iters: 101130/150000 || Lr: 0.007289 || Task Loss: 0.4425 || KD Loss: 0.0575|| 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, 23:04:00 || Estimated Time: 22:44:39
2023-07-26 09:50:31,740 semantic_segmentation INFO: Iters: 101140/150000 || Lr: 0.007288 || Task Loss: 0.2109 || KD Loss: 0.0355|| 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, 23:04:16 || Estimated Time: 22:44:22
2023-07-26 09:50:47,714 semantic_segmentation INFO: Iters: 101150/150000 || Lr: 0.007287 || Task Loss: 0.3233 || 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: 1 day, 23:04:32 || Estimated Time: 22:44:05
2023-07-26 09:51:03,671 semantic_segmentation INFO: Iters: 101160/150000 || Lr: 0.007285 || Task Loss: 0.3379 || KD Loss: 0.0679|| 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, 23:04:48 || Estimated Time: 22:43:48
2023-07-26 09:51:19,676 semantic_segmentation INFO: Iters: 101170/150000 || Lr: 0.007284 || Task Loss: 0.4179 || KD Loss: 0.0527|| 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, 23:05:04 || Estimated Time: 22:43:31
2023-07-26 09:51:35,610 semantic_segmentation INFO: Iters: 101180/150000 || Lr: 0.007283 || Task Loss: 0.3366 || KD Loss: 0.0687|| 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, 23:05:20 || Estimated Time: 22:43:14
2023-07-26 09:51:51,623 semantic_segmentation INFO: Iters: 101190/150000 || Lr: 0.007281 || Task Loss: 0.3732 || KD Loss: 0.0799|| 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, 23:05:36 || Estimated Time: 22:42:57
2023-07-26 09:52:07,772 semantic_segmentation INFO: Iters: 101200/150000 || Lr: 0.007280 || Task Loss: 0.3056 || KD Loss: 0.0558|| 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, 23:05:52 || Estimated Time: 22:42:40
2023-07-26 09:52:23,731 semantic_segmentation INFO: Iters: 101210/150000 || Lr: 0.007279 || Task Loss: 0.2997 || KD Loss: 0.0646|| 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, 23:06:08 || Estimated Time: 22:42:22
2023-07-26 09:52:39,630 semantic_segmentation INFO: Iters: 101220/150000 || Lr: 0.007277 || Task Loss: 0.2873 || KD Loss: 0.0465|| 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, 23:06:24 || Estimated Time: 22:42:05
2023-07-26 09:52:55,465 semantic_segmentation INFO: Iters: 101230/150000 || Lr: 0.007276 || Task Loss: 0.3369 || KD Loss: 0.0472|| 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, 23:06:39 || Estimated Time: 22:41:48
2023-07-26 09:53:11,397 semantic_segmentation INFO: Iters: 101240/150000 || Lr: 0.007275 || Task Loss: 0.4854 || KD Loss: 0.0692|| 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, 23:06:55 || Estimated Time: 22:41:31
2023-07-26 09:53:27,368 semantic_segmentation INFO: Iters: 101250/150000 || Lr: 0.007273 || Task Loss: 0.3198 || KD Loss: 0.0600|| 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, 23:07:11 || Estimated Time: 22:41:14
2023-07-26 09:53:43,318 semantic_segmentation INFO: Iters: 101260/150000 || Lr: 0.007272 || Task Loss: 0.2603 || KD Loss: 0.0538|| 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, 23:07:27 || Estimated Time: 22:40:57
2023-07-26 09:53:59,269 semantic_segmentation INFO: Iters: 101270/150000 || Lr: 0.007271 || Task Loss: 0.2480 || KD Loss: 0.0493|| 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, 23:07:43 || Estimated Time: 22:40:40
2023-07-26 09:54:15,219 semantic_segmentation INFO: Iters: 101280/150000 || Lr: 0.007269 || Task Loss: 0.3799 || KD Loss: 0.0733|| 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, 23:07:59 || Estimated Time: 22:40:22
2023-07-26 09:54:31,141 semantic_segmentation INFO: Iters: 101290/150000 || Lr: 0.007268 || Task Loss: 0.3419 || KD Loss: 0.0502|| 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, 23:08:15 || Estimated Time: 22:40:05
2023-07-26 09:54:47,095 semantic_segmentation INFO: Iters: 101300/150000 || Lr: 0.007267 || Task Loss: 0.5057 || KD Loss: 0.0601|| 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, 23:08:31 || Estimated Time: 22:39:48
2023-07-26 09:55:03,050 semantic_segmentation INFO: Iters: 101310/150000 || Lr: 0.007265 || Task Loss: 0.2509 || KD Loss: 0.0480|| 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, 23:08:47 || Estimated Time: 22:39:31
2023-07-26 09:55:19,069 semantic_segmentation INFO: Iters: 101320/150000 || Lr: 0.007264 || Task Loss: 0.2847 || KD Loss: 0.0463|| 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, 23:09:03 || Estimated Time: 22:39:14
2023-07-26 09:55:35,034 semantic_segmentation INFO: Iters: 101330/150000 || Lr: 0.007263 || Task Loss: 0.3490 || KD Loss: 0.0505|| 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, 23:09:19 || Estimated Time: 22:38:57
2023-07-26 09:55:51,005 semantic_segmentation INFO: Iters: 101340/150000 || Lr: 0.007261 || Task Loss: 0.3070 || KD Loss: 0.0501|| 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, 23:09:35 || Estimated Time: 22:38:40
2023-07-26 09:56:06,966 semantic_segmentation INFO: Iters: 101350/150000 || Lr: 0.007260 || Task Loss: 0.3534 || KD Loss: 0.0412|| 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, 23:09:51 || Estimated Time: 22:38:23
2023-07-26 09:56:22,950 semantic_segmentation INFO: Iters: 101360/150000 || Lr: 0.007259 || Task Loss: 0.4214 || KD Loss: 0.0690|| 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, 23:10:07 || Estimated Time: 22:38:05
2023-07-26 09:56:38,956 semantic_segmentation INFO: Iters: 101370/150000 || Lr: 0.007257 || Task Loss: 0.3342 || KD Loss: 0.0443|| 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, 23:10:23 || Estimated Time: 22:37:48
2023-07-26 09:56:54,887 semantic_segmentation INFO: Iters: 101380/150000 || Lr: 0.007256 || Task Loss: 0.2376 || KD Loss: 0.0438|| 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, 23:10:39 || Estimated Time: 22:37:31
2023-07-26 09:57:10,857 semantic_segmentation INFO: Iters: 101390/150000 || Lr: 0.007255 || Task Loss: 0.3714 || KD Loss: 0.0555|| 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, 23:10:55 || Estimated Time: 22:37:14
2023-07-26 09:57:26,838 semantic_segmentation INFO: Iters: 101400/150000 || Lr: 0.007253 || Task Loss: 0.2964 || KD Loss: 0.0320|| 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, 23:11:11 || Estimated Time: 22:36:57
2023-07-26 09:57:42,826 semantic_segmentation INFO: Iters: 101410/150000 || Lr: 0.007252 || Task Loss: 0.2617 || KD Loss: 0.0351|| 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, 23:11:27 || Estimated Time: 22:36:40
2023-07-26 09:57:58,912 semantic_segmentation INFO: Iters: 101420/150000 || Lr: 0.007250 || Task Loss: 0.3246 || KD Loss: 0.0474|| 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, 23:11:43 || Estimated Time: 22:36:23
2023-07-26 09:58:14,970 semantic_segmentation INFO: Iters: 101430/150000 || Lr: 0.007249 || Task Loss: 0.3329 || KD Loss: 0.0508|| 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, 23:11:59 || Estimated Time: 22:36:06
2023-07-26 09:58:31,109 semantic_segmentation INFO: Iters: 101440/150000 || Lr: 0.007248 || Task Loss: 0.2982 || KD Loss: 0.0408|| 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, 23:12:15 || Estimated Time: 22:35:49
2023-07-26 09:58:47,183 semantic_segmentation INFO: Iters: 101450/150000 || Lr: 0.007246 || Task Loss: 0.4083 || KD Loss: 0.0542|| 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, 23:12:31 || Estimated Time: 22:35:31
2023-07-26 09:59:03,256 semantic_segmentation INFO: Iters: 101460/150000 || Lr: 0.007245 || Task Loss: 0.2153 || KD Loss: 0.0611|| 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, 23:12:47 || Estimated Time: 22:35:14
2023-07-26 09:59:19,350 semantic_segmentation INFO: Iters: 101470/150000 || Lr: 0.007244 || Task Loss: 0.2270 || KD Loss: 0.0294|| 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, 23:13:03 || Estimated Time: 22:34:57
2023-07-26 09:59:35,431 semantic_segmentation INFO: Iters: 101480/150000 || Lr: 0.007242 || Task Loss: 0.4129 || KD Loss: 0.0410|| 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, 23:13:19 || Estimated Time: 22:34:40
2023-07-26 09:59:51,535 semantic_segmentation INFO: Iters: 101490/150000 || Lr: 0.007241 || Task Loss: 0.3936 || KD Loss: 0.0694|| 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, 23:13:36 || Estimated Time: 22:34:23
2023-07-26 10:00:07,626 semantic_segmentation INFO: Iters: 101500/150000 || Lr: 0.007240 || Task Loss: 0.4243 || KD Loss: 0.0718|| 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, 23:13:52 || Estimated Time: 22:34:06
2023-07-26 10:00:23,774 semantic_segmentation INFO: Iters: 101510/150000 || Lr: 0.007238 || Task Loss: 0.2687 || KD Loss: 0.0676|| 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, 23:14:08 || Estimated Time: 22:33:49
2023-07-26 10:00:39,938 semantic_segmentation INFO: Iters: 101520/150000 || Lr: 0.007237 || Task Loss: 0.2787 || KD Loss: 0.0472|| 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, 23:14:24 || Estimated Time: 22:33:32
2023-07-26 10:00:56,100 semantic_segmentation INFO: Iters: 101530/150000 || Lr: 0.007236 || Task Loss: 0.4460 || KD Loss: 0.0886|| 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, 23:14:40 || Estimated Time: 22:33:15
2023-07-26 10:01:12,286 semantic_segmentation INFO: Iters: 101540/150000 || Lr: 0.007234 || Task Loss: 0.3799 || KD Loss: 0.0474|| 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, 23:14:56 || Estimated Time: 22:32:58
2023-07-26 10:01:28,463 semantic_segmentation INFO: Iters: 101550/150000 || Lr: 0.007233 || Task Loss: 0.2523 || KD Loss: 0.0430|| 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, 23:15:12 || Estimated Time: 22:32:41
2023-07-26 10:01:44,677 semantic_segmentation INFO: Iters: 101560/150000 || Lr: 0.007232 || Task Loss: 0.2978 || KD Loss: 0.0355|| 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, 23:15:29 || Estimated Time: 22:32:24
2023-07-26 10:02:00,813 semantic_segmentation INFO: Iters: 101570/150000 || Lr: 0.007230 || Task Loss: 0.4696 || KD Loss: 0.0680|| 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, 23:15:45 || Estimated Time: 22:32:07
2023-07-26 10:02:17,018 semantic_segmentation INFO: Iters: 101580/150000 || Lr: 0.007229 || Task Loss: 0.2597 || KD Loss: 0.0413|| 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, 23:16:01 || Estimated Time: 22:31:50
2023-07-26 10:02:33,193 semantic_segmentation INFO: Iters: 101590/150000 || Lr: 0.007228 || Task Loss: 0.3313 || KD Loss: 0.0441|| 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, 23:16:17 || Estimated Time: 22:31:33
2023-07-26 10:02:49,413 semantic_segmentation INFO: Iters: 101600/150000 || Lr: 0.007226 || Task Loss: 0.2724 || KD Loss: 0.0383|| 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, 23:16:33 || Estimated Time: 22:31:16
2023-07-26 10:02:49,524 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:02:49,977 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 10:02:49,994 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.983, mIoU: 0.137
2023-07-26 10:02:50,007 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-26 10:02:50,021 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.983, mIoU: 0.171
2023-07-26 10:02:50,034 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.249
2023-07-26 10:02:50,046 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.287
2023-07-26 10:02:50,059 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.332
2023-07-26 10:02:50,073 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.336
2023-07-26 10:02:50,085 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.371
2023-07-26 10:02:50,099 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.405
2023-07-26 10:02:50,112 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.439
2023-07-26 10:02:50,126 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.484
2023-07-26 10:02:50,138 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.928, mIoU: 0.453
2023-07-26 10:02:50,151 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.927, mIoU: 0.435
2023-07-26 10:02:50,165 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.930, mIoU: 0.435
2023-07-26 10:02:50,177 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.430
2023-07-26 10:02:50,187 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.416
2023-07-26 10:02:50,199 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.417
2023-07-26 10:02:50,213 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.408
2023-07-26 10:02:50,228 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.460
2023-07-26 10:02:50,242 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.465
2023-07-26 10:02:50,256 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.475
2023-07-26 10:02:50,270 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.506
2023-07-26 10:02:50,285 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.509
2023-07-26 10:02:50,299 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.510
2023-07-26 10:02:50,312 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.521
2023-07-26 10:02:50,327 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.525
2023-07-26 10:02:50,338 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.526
2023-07-26 10:02:50,352 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.525
2023-07-26 10:02:50,367 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.525
2023-07-26 10:02:50,380 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.527
2023-07-26 10:02:50,395 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.526
2023-07-26 10:02:50,409 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.538
2023-07-26 10:02:50,423 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.536
2023-07-26 10:02:50,437 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.577
2023-07-26 10:02:50,451 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.577
2023-07-26 10:02:50,465 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.578
2023-07-26 10:02:50,478 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.623
2023-07-26 10:02:50,494 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.631
2023-07-26 10:02:50,507 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.629
2023-07-26 10:02:50,519 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.651
2023-07-26 10:02:50,537 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.651
2023-07-26 10:02:50,550 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.638
2023-07-26 10:02:50,563 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-26 10:02:50,577 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.647
2023-07-26 10:02:50,592 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.649
2023-07-26 10:02:50,605 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-26 10:02:50,617 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-26 10:02:50,630 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-26 10:02:50,646 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-26 10:02:50,661 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.645
2023-07-26 10:02:50,675 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.645
2023-07-26 10:02:50,688 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.642
2023-07-26 10:02:50,703 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.643
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2023-07-26 10:02:50,731 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.645
2023-07-26 10:02:50,746 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.644
2023-07-26 10:02:50,762 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.645
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2023-07-26 10:02:50,790 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-26 10:02:50,803 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-26 10:02:50,817 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.676
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2023-07-26 10:02:50,847 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-26 10:02:50,860 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-26 10:02:50,875 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.676
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2023-07-26 10:02:50,916 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-26 10:02:50,931 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-26 10:02:50,946 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 10:02:50,974 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-26 10:02:51,003 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 10:02:51,031 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 10:02:51,040 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 10:02:51,055 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 10:02:51,071 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 10:02:51,083 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-26 10:02:51,112 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 10:02:51,126 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 10:02:51,170 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 10:02:51,199 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 10:02:51,270 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 10:02:51,299 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.720
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2023-07-26 10:02:51,584 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 10:02:51,599 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 10:02:51,627 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 10:02:51,731 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 10:02:52,005 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:02:52,020 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:02:52,034 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:02:52,046 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 10:02:52,295 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.675
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2023-07-26 10:02:53,376 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-26 10:02:56,088 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 10:02:56,115 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:02:56,128 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 10:02:56,158 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 10:02:56,172 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 10:02:56,186 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:02:56,198 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,212 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,225 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 10:02:56,263 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,278 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,293 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,308 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:02:56,323 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:02:56,338 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 10:02:56,357 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,370 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,383 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:02:56,398 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:02:56,410 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 10:02:56,424 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 10:02:56,440 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 10:02:56,454 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 10:02:56,468 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 10:02:56,482 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 10:02:56,494 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 10:02:56,508 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 10:02:56,523 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 10:02:56,535 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 10:02:56,551 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 10:02:56,563 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 10:02:56,578 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:02:56,591 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:02:56,605 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 10:02:56,620 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 10:02:56,634 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:02:56,644 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:02:56,657 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:02:56,672 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 10:02:56,686 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:02:56,698 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:02:56,711 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:02:56,724 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 10:02:56,739 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 10:02:56,754 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 10:02:56,768 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,777 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,792 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,806 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,819 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,833 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:56,848 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:56,861 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:56,876 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:02:56,888 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:02:56,902 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:02:56,917 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:02:56,932 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:02:56,946 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:02:56,959 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:56,971 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:02:56,985 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:56,999 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 10:02:57,012 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 10:02:57,025 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 10:02:57,040 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:57,056 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:57,070 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,083 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 10:02:57,097 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 10:02:57,111 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,126 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:02:57,140 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,155 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,168 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,182 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,197 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 10:02:57,209 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:02:57,224 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:02:57,235 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:02:57,250 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:02:57,262 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:02:57,273 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,285 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:02:57,299 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,313 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,328 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,343 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,351 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:02:57,365 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:02:57,380 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:02:57,394 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:02:57,408 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:02:57,422 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:02:57,435 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:02:57,447 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,462 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,476 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,491 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,503 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,516 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,530 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,544 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,559 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:02:57,573 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,588 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,603 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,618 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,631 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:02:57,646 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:02:57,660 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:02:57,673 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 10:02:57,702 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 10:02:57,798 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:02:57,812 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:02:57,827 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 10:02:57,854 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 10:02:57,881 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 10:02:58,030 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:02:58,044 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 10:02:58,086 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:02:58,100 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 10:02:58,144 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 10:02:58,184 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:02:58,198 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:02:58,213 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:02:58,228 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:02:58,240 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 10:02:58,269 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 10:02:58,296 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 10:02:58,352 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 10:02:58,367 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 10:02:58,559 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 10:02:58,590 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 10:02:58,605 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,619 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,632 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:02:58,646 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 10:02:58,692 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 10:02:58,729 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 10:02:58,756 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 10:02:58,782 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:02:58,795 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:58,809 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:58,824 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 10:02:58,838 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 10:02:58,854 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,866 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,880 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,893 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,907 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,922 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:58,937 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:58,952 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:58,966 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:58,981 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:58,993 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,008 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,023 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,035 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,048 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,062 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,077 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,091 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,104 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,117 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,132 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,146 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,159 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,171 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,178 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:02:59,192 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,207 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,221 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:02:59,235 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:59,249 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:59,263 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:59,278 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:59,292 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,304 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,318 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,331 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,346 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:02:59,361 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,373 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,386 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,398 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,411 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:02:59,424 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:02:59,437 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:02:59,449 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:02:59,463 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:02:59,478 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:02:59,490 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:02:59,503 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:02:59,516 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:02:59,527 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:02:59,541 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,556 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,570 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,586 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,602 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,616 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,629 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,644 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,658 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,674 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,689 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,704 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:02:59,719 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:02:59,731 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:02:59,743 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:02:59,756 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,770 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,785 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,798 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,810 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:02:59,824 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,838 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,853 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,867 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,882 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,895 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:02:59,909 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:02:59,922 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:02:59,936 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:02:59,951 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:02:59,965 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:02:59,981 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:02:59,994 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,009 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 10:03:00,024 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,037 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,049 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,064 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,079 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 10:03:00,094 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 10:03:00,110 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 10:03:00,121 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,134 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,147 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,159 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,173 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:00,189 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:00,202 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:00,216 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,228 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,242 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,256 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,268 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,281 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,295 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,309 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,321 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,336 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,351 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,364 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,377 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,391 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,406 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,423 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,435 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,449 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,462 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,477 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,490 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,502 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,517 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,531 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,543 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,558 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,573 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,587 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,603 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,616 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,628 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,641 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,654 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,666 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,678 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,692 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,705 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,717 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,730 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,746 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,760 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,776 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,789 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:00,802 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,817 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,832 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,847 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,862 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,875 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:00,887 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,898 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:00,914 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:00,929 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:00,943 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:00,956 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 10:03:00,966 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,979 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:00,992 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,006 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 10:03:01,018 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,032 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,045 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,059 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,071 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,085 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,097 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,110 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,124 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,136 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,152 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,166 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,181 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,195 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,210 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,224 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,239 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,252 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,267 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,281 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,294 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,306 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,319 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,335 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,349 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,365 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,380 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,391 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,405 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,420 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,435 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,447 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,462 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,476 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,489 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,502 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,517 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,531 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,544 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,555 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,571 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,585 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,600 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,613 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 10:03:01,629 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,644 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,659 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 10:03:01,673 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,686 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,700 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,713 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,727 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,740 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:01,753 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,767 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,780 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,795 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,809 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,824 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,838 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,853 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,867 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,881 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:01,896 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:01,910 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:01,925 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:01,940 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,949 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:01,962 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:01,975 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:01,989 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,003 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,018 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,030 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,044 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,058 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,071 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,086 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,101 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:02,113 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:02,128 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,142 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,156 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:02,168 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:02,183 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:02,198 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,213 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,226 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,241 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,256 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,268 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,282 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,297 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,310 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,324 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,336 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,351 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,366 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,380 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,394 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,408 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,422 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,434 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,446 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,460 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,472 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,485 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,498 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,512 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,526 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,541 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,553 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,565 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,579 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,593 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,606 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:02,621 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,634 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,648 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,661 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,676 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:02,690 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,704 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,713 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,727 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,742 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,754 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,767 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,781 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,795 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,807 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,821 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,835 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,850 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:02,864 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:02,878 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,893 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,908 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,920 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,934 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,948 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,961 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 10:03:02,973 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:02,987 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,002 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,017 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,024 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,036 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,049 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,061 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:03,072 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 10:03:03,087 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,101 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,115 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,127 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,139 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,154 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,164 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,179 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,192 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,206 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,220 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,235 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,249 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,261 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,273 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,288 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,302 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,317 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,331 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,344 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,355 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,366 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,378 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,390 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,404 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,417 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,431 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,446 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,461 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,474 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 10:03:03,489 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,503 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,517 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,532 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,546 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,559 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:03,574 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,588 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,601 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,613 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,628 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,642 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,658 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,670 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,685 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,699 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,717 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,732 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,744 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,759 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,774 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,788 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,803 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,815 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,827 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,842 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 10:03:03,856 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 10:03:03,871 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 10:03:03,884 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,899 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,913 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:03,927 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:03,941 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,953 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:03,967 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:03,977 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:03,989 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:04,003 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:04,014 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 10:03:04,029 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:04,044 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:04,059 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.938, mIoU: 0.723
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2023-07-26 10:03:04,090 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.939, mIoU: 0.723
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2023-07-26 10:03:04,119 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.939, mIoU: 0.724
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2023-07-26 10:03:04,146 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:04,159 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.939, mIoU: 0.724
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2023-07-26 10:03:04,189 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:04,202 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 10:03:04,216 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:04,228 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 10:03:04,242 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.939, mIoU: 0.724
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2023-07-26 10:03:04,269 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 10:03:04,283 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 10:03:04,347 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 10:03:04,359 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.938, mIoU: 0.723
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2023-07-26 10:03:04,439 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 10:03:04,470 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 10:03:04,807 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:04,821 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:04,835 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 10:03:04,880 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 10:03:04,950 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 10:03:04,971 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 10:03:05,029 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 10:03:05,379 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 10:03:06,675 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,690 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,703 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,717 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,730 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,742 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:03:06,757 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:06,771 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:03:06,785 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:03:06,799 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:06,815 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:06,827 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:06,842 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:06,856 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 10:03:06,871 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:06,885 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:06,897 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:06,910 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:06,925 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:06,940 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:06,955 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:06,967 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:06,980 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:06,995 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,009 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,022 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,034 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,049 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,063 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,077 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,091 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,105 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,120 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,133 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,146 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,160 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,173 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,187 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,201 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,215 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,229 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,243 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,258 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,272 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,285 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,300 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,315 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,330 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,344 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,360 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,375 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,388 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,400 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,415 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,435 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,448 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,462 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,478 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,492 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,506 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,520 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,534 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,548 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,560 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,573 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 10:03:07,585 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,597 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,609 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,624 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,638 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,650 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,662 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,676 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,688 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,702 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,716 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,731 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,745 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 10:03:07,759 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,772 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,786 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:03:07,800 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,812 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,827 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,842 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,858 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,871 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:07,885 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:07,914 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,928 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,941 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,956 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,970 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,985 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:07,999 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,011 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,026 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:08,040 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:08,055 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:03:08,070 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 10:03:08,084 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,098 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,113 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,122 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:08,135 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:08,148 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:08,160 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 10:03:08,189 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,202 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,214 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,226 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 10:03:08,238 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:08,265 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 10:03:08,293 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 10:03:08,360 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,375 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:08,387 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,401 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,413 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:08,428 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 10:03:08,456 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 10:03:08,523 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:08,537 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:08,646 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:08,675 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:08,726 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:09,095 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:09,232 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 10:03:09,318 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,332 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,345 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,361 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,374 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,389 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,403 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,418 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,433 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,447 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,461 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,471 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,485 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,498 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,513 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,527 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,541 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,555 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,566 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,574 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,590 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,604 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,618 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,630 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,643 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,657 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,669 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,683 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,697 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,710 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,725 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,738 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,752 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,766 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 10:03:09,780 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,792 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,805 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,819 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,833 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,847 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:09,859 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:09,872 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:09,886 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:03:09,902 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:03:26,293 semantic_segmentation INFO: Iters: 101610/150000 || Lr: 0.007225 || Task Loss: 0.3300 || KD Loss: 0.0572|| 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, 23:17:10 || Estimated Time: 22:31:09
2023-07-26 10:03:42,499 semantic_segmentation INFO: Iters: 101620/150000 || Lr: 0.007224 || Task Loss: 0.3336 || KD Loss: 0.0680|| 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, 23:17:26 || Estimated Time: 22:30:52
2023-07-26 10:03:58,773 semantic_segmentation INFO: Iters: 101630/150000 || Lr: 0.007222 || Task Loss: 0.3129 || KD Loss: 0.0560|| 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, 23:17:43 || Estimated Time: 22:30:35
2023-07-26 10:04:14,923 semantic_segmentation INFO: Iters: 101640/150000 || Lr: 0.007221 || Task Loss: 0.3213 || KD Loss: 0.0471|| 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, 23:17:59 || Estimated Time: 22:30:18
2023-07-26 10:04:34,330 semantic_segmentation INFO: Iters: 101650/150000 || Lr: 0.007220 || Task Loss: 0.3188 || KD Loss: 0.0498|| 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, 23:18:18 || Estimated Time: 22:30:02
2023-07-26 10:04:51,014 semantic_segmentation INFO: Iters: 101660/150000 || Lr: 0.007218 || Task Loss: 0.3371 || KD Loss: 0.0530|| 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, 23:18:35 || Estimated Time: 22:29:45
2023-07-26 10:05:07,281 semantic_segmentation INFO: Iters: 101670/150000 || Lr: 0.007217 || Task Loss: 0.3111 || KD Loss: 0.0480|| 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, 23:18:51 || Estimated Time: 22:29:28
2023-07-26 10:05:23,602 semantic_segmentation INFO: Iters: 101680/150000 || Lr: 0.007216 || Task Loss: 0.2631 || KD Loss: 0.0622|| 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, 23:19:08 || Estimated Time: 22:29:11
2023-07-26 10:05:39,977 semantic_segmentation INFO: Iters: 101690/150000 || Lr: 0.007214 || Task Loss: 0.4280 || KD Loss: 0.0621|| 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, 23:19:24 || Estimated Time: 22:28:55
2023-07-26 10:05:56,260 semantic_segmentation INFO: Iters: 101700/150000 || Lr: 0.007213 || Task Loss: 0.3819 || KD Loss: 0.0619|| 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, 23:19:40 || Estimated Time: 22:28:38
2023-07-26 10:06:12,543 semantic_segmentation INFO: Iters: 101710/150000 || Lr: 0.007212 || Task Loss: 0.3395 || KD Loss: 0.0614|| 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, 23:19:57 || Estimated Time: 22:28:21
2023-07-26 10:06:28,878 semantic_segmentation INFO: Iters: 101720/150000 || Lr: 0.007210 || Task Loss: 0.3272 || KD Loss: 0.0896|| 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, 23:20:13 || Estimated Time: 22:28:04
2023-07-26 10:06:45,116 semantic_segmentation INFO: Iters: 101730/150000 || Lr: 0.007209 || Task Loss: 0.3676 || KD Loss: 0.0440|| 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, 23:20:29 || Estimated Time: 22:27:47
2023-07-26 10:07:01,484 semantic_segmentation INFO: Iters: 101740/150000 || Lr: 0.007207 || Task Loss: 0.3442 || KD Loss: 0.0637|| 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, 23:20:45 || Estimated Time: 22:27:30
2023-07-26 10:07:17,749 semantic_segmentation INFO: Iters: 101750/150000 || Lr: 0.007206 || Task Loss: 0.3666 || KD Loss: 0.0704|| 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, 23:21:02 || Estimated Time: 22:27:13
2023-07-26 10:07:34,065 semantic_segmentation INFO: Iters: 101760/150000 || Lr: 0.007205 || Task Loss: 0.3026 || KD Loss: 0.0527|| 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, 23:21:18 || Estimated Time: 22:26:56
2023-07-26 10:07:50,418 semantic_segmentation INFO: Iters: 101770/150000 || Lr: 0.007203 || Task Loss: 0.2915 || KD Loss: 0.0398|| 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, 23:21:34 || Estimated Time: 22:26:39
2023-07-26 10:08:06,734 semantic_segmentation INFO: Iters: 101780/150000 || Lr: 0.007202 || Task Loss: 0.3810 || KD Loss: 0.0454|| 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, 23:21:51 || Estimated Time: 22:26:22
2023-07-26 10:08:23,014 semantic_segmentation INFO: Iters: 101790/150000 || Lr: 0.007201 || Task Loss: 0.4779 || KD Loss: 0.0849|| 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, 23:22:07 || Estimated Time: 22:26:05
2023-07-26 10:08:39,389 semantic_segmentation INFO: Iters: 101800/150000 || Lr: 0.007199 || Task Loss: 0.2657 || KD Loss: 0.0342|| 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, 23:22:23 || Estimated Time: 22:25:48
2023-07-26 10:08:55,777 semantic_segmentation INFO: Iters: 101810/150000 || Lr: 0.007198 || Task Loss: 0.2886 || KD Loss: 0.0402|| 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, 23:22:40 || Estimated Time: 22:25:31
2023-07-26 10:09:12,058 semantic_segmentation INFO: Iters: 101820/150000 || Lr: 0.007197 || Task Loss: 0.2729 || KD Loss: 0.0444|| 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, 23:22:56 || Estimated Time: 22:25:14
2023-07-26 10:09:28,334 semantic_segmentation INFO: Iters: 101830/150000 || Lr: 0.007195 || Task Loss: 0.2874 || KD Loss: 0.0351|| 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, 23:23:12 || Estimated Time: 22:24:57
2023-07-26 10:09:44,616 semantic_segmentation INFO: Iters: 101840/150000 || Lr: 0.007194 || Task Loss: 0.3480 || KD Loss: 0.0331|| 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, 23:23:29 || Estimated Time: 22:24:40
2023-07-26 10:10:00,890 semantic_segmentation INFO: Iters: 101850/150000 || Lr: 0.007193 || Task Loss: 0.3248 || KD Loss: 0.0374|| 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, 23:23:45 || Estimated Time: 22:24:23
2023-07-26 10:10:17,172 semantic_segmentation INFO: Iters: 101860/150000 || Lr: 0.007191 || Task Loss: 0.4182 || KD Loss: 0.1004|| 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, 23:24:01 || Estimated Time: 22:24:06
2023-07-26 10:10:33,481 semantic_segmentation INFO: Iters: 101870/150000 || Lr: 0.007190 || Task Loss: 0.2639 || KD Loss: 0.0456|| 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, 23:24:17 || Estimated Time: 22:23:49
2023-07-26 10:10:49,849 semantic_segmentation INFO: Iters: 101880/150000 || Lr: 0.007189 || Task Loss: 0.2968 || KD Loss: 0.0625|| 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, 23:24:34 || Estimated Time: 22:23:32
2023-07-26 10:11:06,170 semantic_segmentation INFO: Iters: 101890/150000 || Lr: 0.007187 || Task Loss: 0.2624 || KD Loss: 0.0630|| 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, 23:24:50 || Estimated Time: 22:23:15
2023-07-26 10:11:22,363 semantic_segmentation INFO: Iters: 101900/150000 || Lr: 0.007186 || Task Loss: 0.2714 || KD Loss: 0.0498|| 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, 23:25:06 || Estimated Time: 22:22:58
2023-07-26 10:11:38,604 semantic_segmentation INFO: Iters: 101910/150000 || Lr: 0.007185 || Task Loss: 0.3114 || KD Loss: 0.0658|| 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, 23:25:23 || Estimated Time: 22:22:41
2023-07-26 10:11:54,970 semantic_segmentation INFO: Iters: 101920/150000 || Lr: 0.007183 || Task Loss: 0.2361 || KD Loss: 0.0387|| 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, 23:25:39 || Estimated Time: 22:22:24
2023-07-26 10:12:11,341 semantic_segmentation INFO: Iters: 101930/150000 || Lr: 0.007182 || Task Loss: 0.3242 || KD Loss: 0.0362|| 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, 23:25:55 || Estimated Time: 22:22:07
2023-07-26 10:12:27,598 semantic_segmentation INFO: Iters: 101940/150000 || Lr: 0.007181 || Task Loss: 0.2491 || KD Loss: 0.0279|| 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, 23:26:12 || Estimated Time: 22:21:50
2023-07-26 10:12:43,902 semantic_segmentation INFO: Iters: 101950/150000 || Lr: 0.007179 || Task Loss: 0.2988 || KD Loss: 0.0777|| 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, 23:26:28 || Estimated Time: 22:21:33
2023-07-26 10:13:00,157 semantic_segmentation INFO: Iters: 101960/150000 || Lr: 0.007178 || Task Loss: 0.4066 || KD Loss: 0.0904|| 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, 23:26:44 || Estimated Time: 22:21:16
2023-07-26 10:13:16,417 semantic_segmentation INFO: Iters: 101970/150000 || Lr: 0.007177 || Task Loss: 0.2484 || KD Loss: 0.0335|| 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, 23:27:00 || Estimated Time: 22:20:59
2023-07-26 10:13:32,621 semantic_segmentation INFO: Iters: 101980/150000 || Lr: 0.007175 || Task Loss: 0.3557 || KD Loss: 0.0634|| 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, 23:27:17 || Estimated Time: 22:20:42
2023-07-26 10:13:48,822 semantic_segmentation INFO: Iters: 101990/150000 || Lr: 0.007174 || Task Loss: 0.3298 || KD Loss: 0.0589|| 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, 23:27:33 || Estimated Time: 22:20:25
2023-07-26 10:14:05,114 semantic_segmentation INFO: Iters: 102000/150000 || Lr: 0.007173 || Task Loss: 0.3438 || KD Loss: 0.0551|| 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, 23:27:49 || Estimated Time: 22:20:08
2023-07-26 10:14:21,352 semantic_segmentation INFO: Iters: 102010/150000 || Lr: 0.007171 || Task Loss: 0.3596 || KD Loss: 0.0485|| 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, 23:28:05 || Estimated Time: 22:19:51
2023-07-26 10:14:37,566 semantic_segmentation INFO: Iters: 102020/150000 || Lr: 0.007170 || Task Loss: 0.2947 || KD Loss: 0.0371|| 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, 23:28:22 || Estimated Time: 22:19:34
2023-07-26 10:14:53,897 semantic_segmentation INFO: Iters: 102030/150000 || Lr: 0.007169 || Task Loss: 0.2655 || KD Loss: 0.0520|| 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, 23:28:38 || Estimated Time: 22:19:18
2023-07-26 10:15:10,134 semantic_segmentation INFO: Iters: 102040/150000 || Lr: 0.007167 || Task Loss: 0.3200 || KD Loss: 0.0393|| 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, 23:28:54 || Estimated Time: 22:19:01
2023-07-26 10:15:26,289 semantic_segmentation INFO: Iters: 102050/150000 || Lr: 0.007166 || Task Loss: 0.3591 || KD Loss: 0.0374|| 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, 23:29:10 || Estimated Time: 22:18:44
2023-07-26 10:15:42,533 semantic_segmentation INFO: Iters: 102060/150000 || Lr: 0.007164 || Task Loss: 0.4704 || KD Loss: 0.0791|| 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, 23:29:27 || Estimated Time: 22:18:27
2023-07-26 10:15:58,797 semantic_segmentation INFO: Iters: 102070/150000 || Lr: 0.007163 || Task Loss: 0.4282 || KD Loss: 0.0678|| 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: 1 day, 23:29:43 || Estimated Time: 22:18:10
2023-07-26 10:16:15,054 semantic_segmentation INFO: Iters: 102080/150000 || Lr: 0.007162 || Task Loss: 0.2965 || KD Loss: 0.0361|| 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, 23:29:59 || Estimated Time: 22:17:53
2023-07-26 10:16:31,414 semantic_segmentation INFO: Iters: 102090/150000 || Lr: 0.007160 || Task Loss: 0.3058 || KD Loss: 0.0717|| 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, 23:30:15 || Estimated Time: 22:17:36
2023-07-26 10:16:47,813 semantic_segmentation INFO: Iters: 102100/150000 || Lr: 0.007159 || Task Loss: 0.3769 || KD Loss: 0.0601|| 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, 23:30:32 || Estimated Time: 22:17:19
2023-07-26 10:17:04,186 semantic_segmentation INFO: Iters: 102110/150000 || Lr: 0.007158 || Task Loss: 0.3734 || 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: 1 day, 23:30:48 || Estimated Time: 22:17:02
2023-07-26 10:17:20,592 semantic_segmentation INFO: Iters: 102120/150000 || Lr: 0.007156 || Task Loss: 0.2653 || KD Loss: 0.0334|| 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, 23:31:05 || Estimated Time: 22:16:45
2023-07-26 10:17:36,882 semantic_segmentation INFO: Iters: 102130/150000 || Lr: 0.007155 || Task Loss: 0.3078 || KD Loss: 0.0798|| 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, 23:31:21 || Estimated Time: 22:16:28
2023-07-26 10:17:53,170 semantic_segmentation INFO: Iters: 102140/150000 || Lr: 0.007154 || Task Loss: 0.4640 || KD Loss: 0.0705|| 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, 23:31:37 || Estimated Time: 22:16:11
2023-07-26 10:18:09,543 semantic_segmentation INFO: Iters: 102150/150000 || Lr: 0.007152 || Task Loss: 0.1960 || KD Loss: 0.0232|| 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, 23:31:54 || Estimated Time: 22:15:54
2023-07-26 10:18:25,931 semantic_segmentation INFO: Iters: 102160/150000 || Lr: 0.007151 || Task Loss: 0.3233 || KD Loss: 0.0478|| 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, 23:32:10 || Estimated Time: 22:15:37
2023-07-26 10:18:42,300 semantic_segmentation INFO: Iters: 102170/150000 || Lr: 0.007150 || Task Loss: 0.3598 || KD Loss: 0.0639|| 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, 23:32:26 || Estimated Time: 22:15:20
2023-07-26 10:18:58,690 semantic_segmentation INFO: Iters: 102180/150000 || Lr: 0.007148 || Task Loss: 0.3779 || KD Loss: 0.0618|| 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, 23:32:43 || Estimated Time: 22:15:03
2023-07-26 10:19:14,977 semantic_segmentation INFO: Iters: 102190/150000 || Lr: 0.007147 || Task Loss: 0.2362 || KD Loss: 0.0388|| 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, 23:32:59 || Estimated Time: 22:14:46
2023-07-26 10:19:31,246 semantic_segmentation INFO: Iters: 102200/150000 || Lr: 0.007146 || Task Loss: 0.3303 || KD Loss: 0.0597|| 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, 23:33:15 || Estimated Time: 22:14:29
2023-07-26 10:19:47,560 semantic_segmentation INFO: Iters: 102210/150000 || Lr: 0.007144 || Task Loss: 0.4496 || KD Loss: 0.0809|| 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, 23:33:32 || Estimated Time: 22:14:12
2023-07-26 10:20:03,828 semantic_segmentation INFO: Iters: 102220/150000 || Lr: 0.007143 || Task Loss: 0.2241 || KD Loss: 0.0344|| 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, 23:33:48 || Estimated Time: 22:13:55
2023-07-26 10:20:20,139 semantic_segmentation INFO: Iters: 102230/150000 || Lr: 0.007142 || Task Loss: 0.2760 || KD Loss: 0.0345|| 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, 23:34:04 || Estimated Time: 22:13:38
2023-07-26 10:20:36,422 semantic_segmentation INFO: Iters: 102240/150000 || Lr: 0.007140 || Task Loss: 0.3170 || KD Loss: 0.0500|| 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, 23:34:20 || Estimated Time: 22:13:21
2023-07-26 10:20:52,776 semantic_segmentation INFO: Iters: 102250/150000 || Lr: 0.007139 || Task Loss: 0.3057 || KD Loss: 0.0333|| 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, 23:34:37 || Estimated Time: 22:13:04
2023-07-26 10:21:09,133 semantic_segmentation INFO: Iters: 102260/150000 || Lr: 0.007138 || Task Loss: 0.3731 || KD Loss: 0.0556|| 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, 23:34:53 || Estimated Time: 22:12:48
2023-07-26 10:21:25,537 semantic_segmentation INFO: Iters: 102270/150000 || Lr: 0.007136 || Task Loss: 0.2527 || KD Loss: 0.0343|| 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, 23:35:10 || Estimated Time: 22:12:31
2023-07-26 10:21:41,898 semantic_segmentation INFO: Iters: 102280/150000 || Lr: 0.007135 || Task Loss: 0.3226 || KD Loss: 0.0486|| 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, 23:35:26 || Estimated Time: 22:12:14
2023-07-26 10:21:58,313 semantic_segmentation INFO: Iters: 102290/150000 || Lr: 0.007134 || Task Loss: 0.2694 || KD Loss: 0.0305|| 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, 23:35:42 || Estimated Time: 22:11:57
2023-07-26 10:22:14,686 semantic_segmentation INFO: Iters: 102300/150000 || Lr: 0.007132 || Task Loss: 0.2355 || KD Loss: 0.0261|| 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, 23:35:59 || Estimated Time: 22:11:40
2023-07-26 10:22:31,075 semantic_segmentation INFO: Iters: 102310/150000 || Lr: 0.007131 || Task Loss: 0.3645 || KD Loss: 0.0512|| 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, 23:36:15 || Estimated Time: 22:11:23
2023-07-26 10:22:47,404 semantic_segmentation INFO: Iters: 102320/150000 || Lr: 0.007129 || Task Loss: 0.3626 || KD Loss: 0.0620|| 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, 23:36:31 || Estimated Time: 22:11:06
2023-07-26 10:23:03,699 semantic_segmentation INFO: Iters: 102330/150000 || Lr: 0.007128 || Task Loss: 0.3462 || KD Loss: 0.0540|| 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, 23:36:48 || Estimated Time: 22:10:49
2023-07-26 10:23:20,230 semantic_segmentation INFO: Iters: 102340/150000 || Lr: 0.007127 || Task Loss: 0.3684 || KD Loss: 0.0379|| 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, 23:37:04 || Estimated Time: 22:10:32
2023-07-26 10:23:36,525 semantic_segmentation INFO: Iters: 102350/150000 || Lr: 0.007125 || Task Loss: 0.3071 || KD Loss: 0.0396|| 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, 23:37:21 || Estimated Time: 22:10:15
2023-07-26 10:23:52,901 semantic_segmentation INFO: Iters: 102360/150000 || Lr: 0.007124 || Task Loss: 0.3700 || KD Loss: 0.0537|| 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, 23:37:37 || Estimated Time: 22:09:58
2023-07-26 10:24:09,284 semantic_segmentation INFO: Iters: 102370/150000 || Lr: 0.007123 || Task Loss: 0.2974 || KD Loss: 0.0418|| 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, 23:37:53 || Estimated Time: 22:09:41
2023-07-26 10:24:25,661 semantic_segmentation INFO: Iters: 102380/150000 || Lr: 0.007121 || Task Loss: 0.2675 || KD Loss: 0.0433|| 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, 23:38:10 || Estimated Time: 22:09:24
2023-07-26 10:24:42,052 semantic_segmentation INFO: Iters: 102390/150000 || Lr: 0.007120 || Task Loss: 0.5238 || KD Loss: 0.1139|| 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, 23:38:26 || Estimated Time: 22:09:08
2023-07-26 10:24:58,452 semantic_segmentation INFO: Iters: 102400/150000 || Lr: 0.007119 || Task Loss: 0.2355 || KD Loss: 0.0356|| 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, 23:38:42 || Estimated Time: 22:08:51
2023-07-26 10:24:58,566 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:24:59,009 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 10:24:59,022 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.137
2023-07-26 10:24:59,035 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-26 10:24:59,048 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.169
2023-07-26 10:24:59,061 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.239
2023-07-26 10:24:59,073 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.282
2023-07-26 10:24:59,086 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.326
2023-07-26 10:24:59,101 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.332
2023-07-26 10:24:59,113 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.364
2023-07-26 10:24:59,126 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.410
2023-07-26 10:24:59,140 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.432
2023-07-26 10:24:59,154 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.471
2023-07-26 10:24:59,166 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.922, mIoU: 0.440
2023-07-26 10:24:59,179 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.922, mIoU: 0.423
2023-07-26 10:24:59,192 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.418
2023-07-26 10:24:59,204 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.413
2023-07-26 10:24:59,215 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.402
2023-07-26 10:24:59,226 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.921, mIoU: 0.402
2023-07-26 10:24:59,240 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.922, mIoU: 0.399
2023-07-26 10:24:59,256 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.922, mIoU: 0.458
2023-07-26 10:24:59,271 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.460
2023-07-26 10:24:59,286 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.467
2023-07-26 10:24:59,300 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.497
2023-07-26 10:24:59,316 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.501
2023-07-26 10:24:59,331 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.928, mIoU: 0.503
2023-07-26 10:24:59,344 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.928, mIoU: 0.514
2023-07-26 10:24:59,358 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.928, mIoU: 0.516
2023-07-26 10:24:59,369 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.517
2023-07-26 10:24:59,384 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.507
2023-07-26 10:24:59,398 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.507
2023-07-26 10:24:59,411 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.508
2023-07-26 10:24:59,426 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.506
2023-07-26 10:24:59,441 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.520
2023-07-26 10:24:59,456 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.517
2023-07-26 10:24:59,473 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.524
2023-07-26 10:24:59,490 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.922, mIoU: 0.524
2023-07-26 10:24:59,503 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.524
2023-07-26 10:24:59,516 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-26 10:24:59,532 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.576
2023-07-26 10:24:59,545 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.576
2023-07-26 10:24:59,559 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-26 10:24:59,574 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-26 10:24:59,588 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.588
2023-07-26 10:24:59,603 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-26 10:24:59,618 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.602
2023-07-26 10:24:59,634 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.606
2023-07-26 10:24:59,646 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.610
2023-07-26 10:24:59,658 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-26 10:24:59,672 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-26 10:24:59,687 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-26 10:24:59,702 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-26 10:24:59,717 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.606
2023-07-26 10:24:59,729 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-26 10:24:59,744 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-26 10:24:59,758 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.610
2023-07-26 10:24:59,771 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.608
2023-07-26 10:24:59,785 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.608
2023-07-26 10:24:59,801 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.608
2023-07-26 10:24:59,813 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-26 10:24:59,827 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.648
2023-07-26 10:24:59,839 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-26 10:24:59,854 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-26 10:24:59,866 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-26 10:24:59,883 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-26 10:24:59,896 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-26 10:24:59,911 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.654
2023-07-26 10:24:59,925 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-26 10:24:59,938 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-26 10:24:59,952 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-26 10:24:59,966 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-26 10:24:59,981 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 10:24:59,993 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 10:25:00,007 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 10:25:00,021 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 10:25:00,035 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 10:25:00,050 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 10:25:00,064 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:00,074 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:25:00,090 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:00,106 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:00,119 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:00,134 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:00,149 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:00,164 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:00,179 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:00,194 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:00,209 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:00,224 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:00,239 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.727
2023-07-26 10:25:00,251 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.728
2023-07-26 10:25:00,266 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 10:25:00,280 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 10:25:00,295 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.722
2023-07-26 10:25:00,309 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.733
2023-07-26 10:25:00,323 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.731
2023-07-26 10:25:00,337 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.728
2023-07-26 10:25:00,350 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.728
2023-07-26 10:25:00,362 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.729
2023-07-26 10:25:00,376 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.728
2023-07-26 10:25:00,389 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.728
2023-07-26 10:25:00,404 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.728
2023-07-26 10:25:00,417 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.726
2023-07-26 10:25:00,430 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.727
2023-07-26 10:25:00,443 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.727
2023-07-26 10:25:00,458 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.724
2023-07-26 10:25:00,470 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.726
2023-07-26 10:25:00,486 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.726
2023-07-26 10:25:00,502 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.725
2023-07-26 10:25:00,514 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.727
2023-07-26 10:25:00,527 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.725
2023-07-26 10:25:00,539 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.728
2023-07-26 10:25:00,552 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.728
2023-07-26 10:25:00,567 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.728
2023-07-26 10:25:00,581 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.728
2023-07-26 10:25:00,595 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.729
2023-07-26 10:25:00,608 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.729
2023-07-26 10:25:00,621 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.724
2023-07-26 10:25:00,635 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.724
2023-07-26 10:25:00,648 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.726
2023-07-26 10:25:00,662 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.722
2023-07-26 10:25:00,677 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.722
2023-07-26 10:25:00,690 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.722
2023-07-26 10:25:00,703 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:00,718 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:00,733 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:00,741 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 10:25:00,753 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 10:25:00,768 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:00,777 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:00,790 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 10:25:00,804 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 10:25:00,819 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 10:25:00,832 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:25:00,846 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:25:00,859 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 10:25:00,871 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 10:25:00,886 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 10:25:00,899 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 10:25:00,914 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 10:25:00,926 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 10:25:00,941 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 10:25:00,955 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:25:00,970 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 10:25:00,985 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 10:25:00,999 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 10:25:01,013 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 10:25:01,027 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 10:25:01,041 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 10:25:01,051 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.731
2023-07-26 10:25:01,066 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.732
2023-07-26 10:25:01,080 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.734
2023-07-26 10:25:01,093 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.733
2023-07-26 10:25:01,107 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.733
2023-07-26 10:25:01,120 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.934, mIoU: 0.730
2023-07-26 10:25:01,133 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.730
2023-07-26 10:25:01,148 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.934, mIoU: 0.728
2023-07-26 10:25:01,162 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.934, mIoU: 0.728
2023-07-26 10:25:01,177 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.728
2023-07-26 10:25:01,192 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.728
2023-07-26 10:25:01,207 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.730
2023-07-26 10:25:01,221 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.730
2023-07-26 10:25:01,236 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-26 10:25:01,248 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-26 10:25:01,263 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.729
2023-07-26 10:25:01,275 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 10:25:01,288 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:01,300 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.933, mIoU: 0.720
2023-07-26 10:25:01,314 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:01,329 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 10:25:01,344 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 10:25:01,359 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.927, mIoU: 0.684
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2023-07-26 10:25:04,106 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.926, mIoU: 0.687
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2023-07-26 10:25:04,207 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 10:25:04,237 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.926, mIoU: 0.683
2023-07-26 10:25:04,251 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 10:25:04,619 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.928, mIoU: 0.684
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2023-07-26 10:25:04,733 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-26 10:25:04,772 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 10:25:04,958 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:04,973 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.687
2023-07-26 10:25:04,988 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.686
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2023-07-26 10:25:05,073 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.687
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2023-07-26 10:25:05,117 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 10:25:05,131 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.690
2023-07-26 10:25:05,146 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.689
2023-07-26 10:25:05,161 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-26 10:25:05,349 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.926, mIoU: 0.684
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2023-07-26 10:25:05,471 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,484 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,499 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,512 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,527 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,545 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 10:25:05,561 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.926, mIoU: 0.685
2023-07-26 10:25:05,576 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,590 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.927, mIoU: 0.685
2023-07-26 10:25:05,603 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.927, mIoU: 0.684
2023-07-26 10:25:05,617 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.927, mIoU: 0.686
2023-07-26 10:25:05,631 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.927, mIoU: 0.687
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2023-07-26 10:25:05,737 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-26 10:25:05,773 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.928, mIoU: 0.691
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2023-07-26 10:25:05,826 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.928, mIoU: 0.693
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2023-07-26 10:25:05,936 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 10:25:05,978 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.929, mIoU: 0.695
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2023-07-26 10:25:06,119 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-26 10:25:06,148 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.929, mIoU: 0.697
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2023-07-26 10:25:06,249 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 10:25:06,264 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.929, mIoU: 0.699
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2023-07-26 10:25:06,292 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.929, mIoU: 0.699
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2023-07-26 10:25:06,426 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.705
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2023-07-26 10:25:06,858 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:06,873 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:06,887 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.930, mIoU: 0.705
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2023-07-26 10:25:06,914 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:06,929 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:06,944 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:06,956 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:06,970 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:06,983 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:06,997 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,012 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,027 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,039 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,052 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 10:25:07,065 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.929, mIoU: 0.703
2023-07-26 10:25:07,079 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 10:25:07,094 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,109 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,123 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,138 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,151 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,166 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,181 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,194 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,208 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,223 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,237 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,251 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,265 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,276 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,291 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,305 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,318 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,332 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,347 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,358 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 10:25:07,372 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,386 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,401 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,414 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:25:07,428 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:25:07,442 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:25:07,458 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:25:07,472 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:25:07,487 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,502 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,516 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,531 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,545 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,558 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:25:07,574 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.930, mIoU: 0.704
2023-07-26 10:25:07,590 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,605 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,617 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,632 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,644 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,658 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,672 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,687 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,701 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,715 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,729 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,742 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,755 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:07,769 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:07,783 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 10:25:07,800 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-26 10:25:07,813 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:07,828 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:07,838 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:07,851 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,866 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,879 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,893 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,907 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:07,920 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,935 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,951 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,966 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:07,981 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:07,994 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,008 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,020 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,034 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,048 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:25:08,063 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:08,077 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,091 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:08,106 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:08,119 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:08,134 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.930, mIoU: 0.705
2023-07-26 10:25:08,148 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,161 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,174 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,187 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,202 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,217 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,230 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,245 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-26 10:25:08,260 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,276 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,289 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,302 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,309 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,324 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,340 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 10:25:08,355 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:08,370 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:08,385 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:08,401 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-26 10:25:08,417 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,431 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,443 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,458 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,471 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,485 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,500 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,512 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,524 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:25:08,537 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-26 10:25:08,550 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:25:08,563 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:25:08,576 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:25:08,589 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:25:08,604 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 10:25:08,619 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 10:25:08,630 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-26 10:25:08,644 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 10:25:08,656 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 10:25:08,668 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 10:25:08,682 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,697 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,712 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,726 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,740 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,755 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,768 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,782 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,797 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,814 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,829 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,843 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,859 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,872 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,884 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,898 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:08,913 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:08,929 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:08,942 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,955 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:08,970 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,984 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:08,998 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:09,013 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:09,028 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:09,041 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:09,055 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,068 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,081 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,095 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,109 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,124 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,137 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,152 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,167 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,179 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,192 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,207 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,221 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:09,236 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,250 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,262 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,275 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,290 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,303 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,318 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,336 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,349 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,365 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,378 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,393 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,409 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:09,423 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:09,436 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:09,451 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:09,465 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:09,477 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:09,491 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,506 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:09,519 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,531 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:09,545 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:09,559 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:09,575 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,587 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,604 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,617 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,631 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,643 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,656 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,670 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,684 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,696 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,711 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,725 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,740 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,755 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:09,767 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,779 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,792 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,805 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,817 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,830 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:09,845 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,857 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,870 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,885 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,901 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,917 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,933 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,946 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,959 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,974 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:09,990 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:10,005 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:10,019 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:10,032 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,045 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,056 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,072 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,087 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,101 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,116 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,127 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,140 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,155 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,170 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:25:10,183 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:25:10,197 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:25:10,210 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:25:10,226 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:25:10,238 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:25:10,253 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:25:10,266 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,281 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,295 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,308 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,323 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,338 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,352 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,367 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,382 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,397 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,411 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,425 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,440 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,454 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,467 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,479 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,492 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,509 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,522 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,539 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,553 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,565 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,579 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,595 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,610 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,624 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,640 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,654 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,667 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:25:10,681 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,696 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,710 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,723 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,734 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,750 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:10,765 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:10,779 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:10,792 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:10,806 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:25:10,820 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:10,835 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:10,849 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:10,862 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:10,876 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:25:10,889 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:10,904 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,918 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,931 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,947 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,960 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,975 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:10,990 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,005 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,019 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,034 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,048 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,062 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,078 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,092 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,107 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,122 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,132 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,146 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,159 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,173 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,188 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,203 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,215 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,230 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,244 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,258 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,273 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,288 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,301 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,317 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,332 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,347 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,360 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,374 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,389 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,405 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,418 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,433 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,448 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,460 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,474 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,489 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,502 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,515 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:11,529 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:11,543 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,558 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,573 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,587 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,602 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,616 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,633 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,647 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,662 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,675 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,687 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,702 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 10:25:11,717 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,732 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,747 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,760 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,773 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,790 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,804 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,818 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,833 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,846 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:11,861 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:11,875 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:11,891 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,908 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,922 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,931 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,946 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,961 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,974 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:11,988 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,002 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,016 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,029 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,043 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,057 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,072 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,086 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,100 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,116 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,132 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,145 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,159 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,174 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,188 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 10:25:12,201 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,215 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,230 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,245 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,252 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,265 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,278 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,290 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 10:25:12,301 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,316 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:12,330 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 10:25:12,345 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,356 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,368 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,383 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,393 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 10:25:12,408 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,421 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,435 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,449 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,463 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,477 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,488 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,501 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,515 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,529 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,543 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,557 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,570 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,580 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,591 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,603 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,614 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,628 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,641 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,657 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 10:25:12,672 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,686 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,700 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,714 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,729 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,743 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,758 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,772 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:12,786 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,801 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,816 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,829 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,841 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,856 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:12,868 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:12,883 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:12,896 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,911 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,926 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,943 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,958 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,971 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:12,986 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,000 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,015 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,029 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,042 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,054 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,069 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,083 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,097 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,112 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,127 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,142 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,156 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,170 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,183 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,197 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,207 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,220 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,235 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,248 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,262 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,277 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,291 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,306 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,321 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,335 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,349 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,361 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,377 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,389 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,404 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,419 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,432 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,446 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,459 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,474 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,488 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,503 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,518 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,532 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,545 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,557 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:13,572 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 10:25:13,584 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,597 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,611 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,625 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,640 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,652 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,664 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,680 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,695 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,709 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,722 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,734 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,748 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,762 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,777 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,791 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:13,806 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 10:25:13,820 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,834 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,848 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,862 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:13,876 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,890 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 10:25:13,905 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,918 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,933 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,947 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,961 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,973 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:13,994 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 10:25:14,008 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,024 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,037 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,052 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,066 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,081 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,096 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,111 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 10:25:14,126 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,138 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,153 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,169 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,182 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,196 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,208 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,217 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,231 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,246 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,258 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:14,273 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,287 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,299 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,312 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,326 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,340 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,354 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,370 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,384 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,401 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 10:25:14,416 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,429 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,443 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,458 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,473 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,485 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,498 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,512 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,527 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,542 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,557 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,569 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,583 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,596 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,609 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,623 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,637 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,651 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:14,665 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,678 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,693 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,707 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,720 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,734 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,746 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,761 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,773 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,785 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,797 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,812 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,826 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,841 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,855 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,865 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,877 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,893 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,909 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,921 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,936 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,951 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,966 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,979 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:14,992 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,007 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,020 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,035 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,048 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:15,061 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:15,076 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:15,091 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:15,105 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,120 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,132 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,147 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,161 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,173 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,188 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,202 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,217 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,231 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,243 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,256 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,270 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,285 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,298 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,311 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,325 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,341 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,354 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:15,364 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:15,379 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:15,394 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:15,409 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 10:25:15,424 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,436 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,451 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,465 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,477 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,492 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,507 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,521 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,537 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,552 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,566 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,580 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,594 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,607 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,620 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,635 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,650 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,662 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,676 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,689 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,705 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:15,719 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:15,734 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:15,746 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:15,760 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,776 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,790 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,801 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,815 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:15,830 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,840 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,854 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,869 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,884 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,897 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,909 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,924 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,937 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,952 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,964 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,979 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:15,992 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:16,004 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:16,019 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:16,033 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:16,048 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:16,062 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:16,078 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:16,090 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:16,105 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:16,119 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 10:25:16,133 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:16,148 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:16,160 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,173 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,188 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,203 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,218 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,230 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,243 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,258 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,273 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,286 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,299 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,313 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,328 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,342 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,357 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,371 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,386 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,399 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,413 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,427 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,440 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,454 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,468 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,482 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,496 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,511 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,525 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,539 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,552 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,566 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,581 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,595 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,609 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:16,623 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,638 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,651 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,663 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,678 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,694 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,707 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,723 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,739 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,753 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,767 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,782 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,796 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,811 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,823 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,836 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:16,848 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,861 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,873 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 10:25:16,902 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 10:25:16,927 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,941 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.717
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2023-07-26 10:25:16,980 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:16,995 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.933, mIoU: 0.717
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2023-07-26 10:25:17,035 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:17,049 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:25:17,064 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,077 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,092 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.933, mIoU: 0.718
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2023-07-26 10:25:17,123 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,136 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,151 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.933, mIoU: 0.718
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2023-07-26 10:25:17,223 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.933, mIoU: 0.718
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2023-07-26 10:25:17,266 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:17,278 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:17,292 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.933, mIoU: 0.719
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2023-07-26 10:25:17,320 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:17,334 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 10:25:17,348 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.933, mIoU: 0.719
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2023-07-26 10:25:17,386 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:17,399 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 10:25:17,411 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.933, mIoU: 0.719
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2023-07-26 10:25:17,439 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.933, mIoU: 0.718
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2023-07-26 10:25:17,479 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.933, mIoU: 0.718
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2023-07-26 10:25:17,533 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,547 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,561 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,573 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,587 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,602 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:17,614 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 10:25:17,628 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,643 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,655 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,669 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,680 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,695 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,711 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,727 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,741 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,754 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,766 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,780 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 10:25:17,794 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,808 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,821 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,833 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,848 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,862 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,877 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,889 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,904 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,920 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,935 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 10:25:17,949 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:17,964 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:17,971 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:17,986 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:17,998 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,011 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,025 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,039 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,053 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,068 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,083 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,097 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,112 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,124 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,138 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,154 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,168 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,183 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,197 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,213 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,226 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,241 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,255 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,269 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,282 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,294 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,309 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,323 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,338 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.713
2023-07-26 10:25:18,353 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,368 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,383 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,397 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,410 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,424 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,437 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:18,452 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:18,467 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 10:25:18,482 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,497 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,510 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,525 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,539 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,554 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,568 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,582 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,597 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,611 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,624 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,638 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,651 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,665 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,679 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,694 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,709 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,724 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,740 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,749 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,764 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,777 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,792 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.714
2023-07-26 10:25:18,806 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,820 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,835 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,846 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,855 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,872 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:18,886 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,900 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,912 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,926 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,940 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,953 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,967 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,981 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:18,994 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,008 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,019 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:19,033 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,047 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,061 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,073 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,087 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,101 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,115 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:19,131 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:19,143 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,157 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 10:25:19,171 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 10:25:19,188 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.716
2023-07-26 10:25:35,531 semantic_segmentation INFO: Iters: 102410/150000 || Lr: 0.007117 || Task Loss: 0.4290 || KD Loss: 0.0642|| 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, 23:39:20 || Estimated Time: 22:08:43
2023-07-26 10:25:51,884 semantic_segmentation INFO: Iters: 102420/150000 || Lr: 0.007116 || Task Loss: 0.3035 || 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: 1 day, 23:39:36 || Estimated Time: 22:08:26
2023-07-26 10:26:08,331 semantic_segmentation INFO: Iters: 102430/150000 || Lr: 0.007115 || Task Loss: 0.3686 || KD Loss: 0.0397|| 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, 23:39:52 || Estimated Time: 22:08:09
2023-07-26 10:26:24,750 semantic_segmentation INFO: Iters: 102440/150000 || Lr: 0.007113 || Task Loss: 0.2701 || KD Loss: 0.0454|| 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, 23:40:09 || Estimated Time: 22:07:53
2023-07-26 10:26:41,122 semantic_segmentation INFO: Iters: 102450/150000 || Lr: 0.007112 || Task Loss: 0.3032 || KD Loss: 0.0394|| 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, 23:40:25 || Estimated Time: 22:07:36
2023-07-26 10:26:57,523 semantic_segmentation INFO: Iters: 102460/150000 || Lr: 0.007111 || Task Loss: 0.2116 || KD Loss: 0.0377|| 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, 23:40:42 || Estimated Time: 22:07:19
2023-07-26 10:27:14,104 semantic_segmentation INFO: Iters: 102470/150000 || Lr: 0.007109 || Task Loss: 0.3275 || KD Loss: 0.0486|| 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, 23:40:58 || Estimated Time: 22:07:02
2023-07-26 10:27:33,734 semantic_segmentation INFO: Iters: 102480/150000 || Lr: 0.007108 || Task Loss: 0.2964 || KD Loss: 0.0233|| 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, 23:41:18 || Estimated Time: 22:06:46
2023-07-26 10:27:50,149 semantic_segmentation INFO: Iters: 102490/150000 || Lr: 0.007107 || Task Loss: 0.4317 || KD Loss: 0.0685|| 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, 23:41:34 || Estimated Time: 22:06:30
2023-07-26 10:28:06,540 semantic_segmentation INFO: Iters: 102500/150000 || Lr: 0.007105 || Task Loss: 0.2910 || KD Loss: 0.0350|| 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, 23:41:51 || Estimated Time: 22:06:13
2023-07-26 10:28:22,920 semantic_segmentation INFO: Iters: 102510/150000 || Lr: 0.007104 || Task Loss: 0.4034 || KD Loss: 0.0431|| 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, 23:42:07 || Estimated Time: 22:05:56
2023-07-26 10:28:39,282 semantic_segmentation INFO: Iters: 102520/150000 || Lr: 0.007103 || Task Loss: 0.4236 || KD Loss: 0.0959|| 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, 23:42:23 || Estimated Time: 22:05:39
2023-07-26 10:28:55,590 semantic_segmentation INFO: Iters: 102530/150000 || Lr: 0.007101 || Task Loss: 0.2675 || KD Loss: 0.0459|| 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, 23:42:40 || Estimated Time: 22:05:22
2023-07-26 10:29:11,942 semantic_segmentation INFO: Iters: 102540/150000 || Lr: 0.007100 || Task Loss: 0.2497 || KD Loss: 0.0339|| 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, 23:42:56 || Estimated Time: 22:05:05
2023-07-26 10:29:28,271 semantic_segmentation INFO: Iters: 102550/150000 || Lr: 0.007099 || Task Loss: 0.2593 || KD Loss: 0.0599|| 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, 23:43:12 || Estimated Time: 22:04:48
2023-07-26 10:29:44,630 semantic_segmentation INFO: Iters: 102560/150000 || Lr: 0.007097 || Task Loss: 0.3485 || KD Loss: 0.0533|| 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, 23:43:29 || Estimated Time: 22:04:31
2023-07-26 10:30:01,025 semantic_segmentation INFO: Iters: 102570/150000 || Lr: 0.007096 || Task Loss: 0.4329 || KD Loss: 0.0474|| 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, 23:43:45 || Estimated Time: 22:04:14
2023-07-26 10:30:17,406 semantic_segmentation INFO: Iters: 102580/150000 || Lr: 0.007094 || Task Loss: 0.3146 || KD Loss: 0.0503|| 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, 23:44:01 || Estimated Time: 22:03:57
2023-07-26 10:30:33,798 semantic_segmentation INFO: Iters: 102590/150000 || Lr: 0.007093 || Task Loss: 0.2730 || KD Loss: 0.0423|| 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, 23:44:18 || Estimated Time: 22:03:40
2023-07-26 10:30:50,190 semantic_segmentation INFO: Iters: 102600/150000 || Lr: 0.007092 || Task Loss: 0.5115 || KD Loss: 0.0672|| 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, 23:44:34 || Estimated Time: 22:03:23
2023-07-26 10:31:06,563 semantic_segmentation INFO: Iters: 102610/150000 || Lr: 0.007090 || Task Loss: 0.2472 || KD Loss: 0.0362|| 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, 23:44:51 || Estimated Time: 22:03:06
2023-07-26 10:31:22,914 semantic_segmentation INFO: Iters: 102620/150000 || Lr: 0.007089 || Task Loss: 0.2512 || KD Loss: 0.0521|| 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, 23:45:07 || Estimated Time: 22:02:49
2023-07-26 10:31:39,337 semantic_segmentation INFO: Iters: 102630/150000 || Lr: 0.007088 || Task Loss: 0.3156 || KD Loss: 0.0553|| 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, 23:45:23 || Estimated Time: 22:02:33
2023-07-26 10:31:55,706 semantic_segmentation INFO: Iters: 102640/150000 || Lr: 0.007086 || Task Loss: 0.3618 || KD Loss: 0.0322|| 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, 23:45:40 || Estimated Time: 22:02:16
2023-07-26 10:32:12,058 semantic_segmentation INFO: Iters: 102650/150000 || Lr: 0.007085 || Task Loss: 0.2374 || KD Loss: 0.0305|| 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, 23:45:56 || Estimated Time: 22:01:59
2023-07-26 10:32:28,431 semantic_segmentation INFO: Iters: 102660/150000 || Lr: 0.007084 || Task Loss: 0.3494 || KD Loss: 0.0733|| 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, 23:46:12 || Estimated Time: 22:01:42
2023-07-26 10:32:44,748 semantic_segmentation INFO: Iters: 102670/150000 || Lr: 0.007082 || Task Loss: 0.2333 || KD Loss: 0.0320|| 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, 23:46:29 || Estimated Time: 22:01:25
2023-07-26 10:33:01,007 semantic_segmentation INFO: Iters: 102680/150000 || Lr: 0.007081 || Task Loss: 0.2633 || KD Loss: 0.0550|| 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, 23:46:45 || Estimated Time: 22:01:08
2023-07-26 10:33:17,318 semantic_segmentation INFO: Iters: 102690/150000 || Lr: 0.007080 || Task Loss: 0.2380 || KD Loss: 0.0370|| 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, 23:47:01 || Estimated Time: 22:00:51
2023-07-26 10:33:33,594 semantic_segmentation INFO: Iters: 102700/150000 || Lr: 0.007078 || Task Loss: 0.3324 || KD Loss: 0.0549|| 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, 23:47:18 || Estimated Time: 22:00:34
2023-07-26 10:33:50,014 semantic_segmentation INFO: Iters: 102710/150000 || Lr: 0.007077 || Task Loss: 0.2726 || KD Loss: 0.0500|| 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, 23:47:34 || Estimated Time: 22:00:17
2023-07-26 10:34:06,335 semantic_segmentation INFO: Iters: 102720/150000 || Lr: 0.007076 || Task Loss: 0.3363 || KD Loss: 0.0912|| 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, 23:47:50 || Estimated Time: 22:00:00
2023-07-26 10:34:22,774 semantic_segmentation INFO: Iters: 102730/150000 || Lr: 0.007074 || Task Loss: 0.4276 || KD Loss: 0.0934|| 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, 23:48:07 || Estimated Time: 21:59:43
2023-07-26 10:34:39,157 semantic_segmentation INFO: Iters: 102740/150000 || Lr: 0.007073 || Task Loss: 0.3995 || KD Loss: 0.0395|| 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, 23:48:23 || Estimated Time: 21:59:26
2023-07-26 10:34:55,532 semantic_segmentation INFO: Iters: 102750/150000 || Lr: 0.007072 || Task Loss: 0.2559 || KD Loss: 0.0623|| 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, 23:48:40 || Estimated Time: 21:59:09
2023-07-26 10:35:11,872 semantic_segmentation INFO: Iters: 102760/150000 || Lr: 0.007070 || Task Loss: 0.2819 || KD Loss: 0.0428|| 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, 23:48:56 || Estimated Time: 21:58:52
2023-07-26 10:35:28,305 semantic_segmentation INFO: Iters: 102770/150000 || Lr: 0.007069 || Task Loss: 0.2583 || KD Loss: 0.0398|| 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, 23:49:12 || Estimated Time: 21:58:35
2023-07-26 10:35:44,654 semantic_segmentation INFO: Iters: 102780/150000 || Lr: 0.007068 || Task Loss: 0.2499 || KD Loss: 0.0297|| 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, 23:49:29 || Estimated Time: 21:58:19
2023-07-26 10:36:01,017 semantic_segmentation INFO: Iters: 102790/150000 || Lr: 0.007066 || Task Loss: 0.2467 || KD Loss: 0.0349|| 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, 23:49:45 || Estimated Time: 21:58:02
2023-07-26 10:36:17,464 semantic_segmentation INFO: Iters: 102800/150000 || Lr: 0.007065 || Task Loss: 0.3706 || KD Loss: 0.0500|| 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, 23:50:01 || Estimated Time: 21:57:45
2023-07-26 10:36:33,790 semantic_segmentation INFO: Iters: 102810/150000 || Lr: 0.007064 || Task Loss: 0.2226 || KD Loss: 0.0256|| 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, 23:50:18 || Estimated Time: 21:57:28
2023-07-26 10:36:50,212 semantic_segmentation INFO: Iters: 102820/150000 || Lr: 0.007062 || Task Loss: 0.3368 || KD Loss: 0.0530|| 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, 23:50:34 || Estimated Time: 21:57:11
2023-07-26 10:37:06,610 semantic_segmentation INFO: Iters: 102830/150000 || Lr: 0.007061 || Task Loss: 0.4433 || KD Loss: 0.0794|| 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, 23:50:51 || Estimated Time: 21:56:54
2023-07-26 10:37:22,989 semantic_segmentation INFO: Iters: 102840/150000 || Lr: 0.007059 || Task Loss: 0.3122 || KD Loss: 0.0517|| 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, 23:51:07 || Estimated Time: 21:56:37
2023-07-26 10:37:39,368 semantic_segmentation INFO: Iters: 102850/150000 || Lr: 0.007058 || Task Loss: 0.2957 || KD Loss: 0.0482|| 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, 23:51:23 || Estimated Time: 21:56:20
2023-07-26 10:37:55,717 semantic_segmentation INFO: Iters: 102860/150000 || Lr: 0.007057 || Task Loss: 0.3199 || KD Loss: 0.0537|| 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, 23:51:40 || Estimated Time: 21:56:03
2023-07-26 10:38:12,137 semantic_segmentation INFO: Iters: 102870/150000 || Lr: 0.007055 || Task Loss: 0.2155 || KD Loss: 0.0273|| 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, 23:51:56 || Estimated Time: 21:55:46
2023-07-26 10:38:28,506 semantic_segmentation INFO: Iters: 102880/150000 || Lr: 0.007054 || Task Loss: 0.2713 || KD Loss: 0.0340|| 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, 23:52:12 || Estimated Time: 21:55:29
2023-07-26 10:38:44,896 semantic_segmentation INFO: Iters: 102890/150000 || Lr: 0.007053 || Task Loss: 0.2490 || KD Loss: 0.0408|| 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, 23:52:29 || Estimated Time: 21:55:12
2023-07-26 10:39:01,295 semantic_segmentation INFO: Iters: 102900/150000 || Lr: 0.007051 || Task Loss: 0.3974 || KD Loss: 0.0607|| 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, 23:52:45 || Estimated Time: 21:54:56
2023-07-26 10:39:17,682 semantic_segmentation INFO: Iters: 102910/150000 || Lr: 0.007050 || Task Loss: 0.3976 || KD Loss: 0.0678|| 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, 23:53:02 || Estimated Time: 21:54:39
2023-07-26 10:39:34,066 semantic_segmentation INFO: Iters: 102920/150000 || Lr: 0.007049 || Task Loss: 0.3173 || KD Loss: 0.0304|| 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, 23:53:18 || Estimated Time: 21:54:22
2023-07-26 10:39:50,443 semantic_segmentation INFO: Iters: 102930/150000 || Lr: 0.007047 || Task Loss: 0.2976 || KD Loss: 0.0478|| 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, 23:53:34 || Estimated Time: 21:54:05
2023-07-26 10:40:06,838 semantic_segmentation INFO: Iters: 102940/150000 || Lr: 0.007046 || Task Loss: 0.2715 || KD Loss: 0.0431|| 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, 23:53:51 || Estimated Time: 21:53:48
2023-07-26 10:40:23,179 semantic_segmentation INFO: Iters: 102950/150000 || Lr: 0.007045 || Task Loss: 0.3602 || KD Loss: 0.0912|| 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, 23:54:07 || Estimated Time: 21:53:31
2023-07-26 10:40:39,584 semantic_segmentation INFO: Iters: 102960/150000 || Lr: 0.007043 || Task Loss: 0.3192 || KD Loss: 0.0521|| 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, 23:54:24 || Estimated Time: 21:53:14
2023-07-26 10:40:55,978 semantic_segmentation INFO: Iters: 102970/150000 || Lr: 0.007042 || Task Loss: 0.2432 || KD Loss: 0.0339|| 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, 23:54:40 || Estimated Time: 21:52:57
2023-07-26 10:41:12,355 semantic_segmentation INFO: Iters: 102980/150000 || Lr: 0.007041 || Task Loss: 0.4814 || KD Loss: 0.1473|| 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, 23:54:56 || Estimated Time: 21:52:40
2023-07-26 10:41:28,740 semantic_segmentation INFO: Iters: 102990/150000 || Lr: 0.007039 || Task Loss: 0.3356 || KD Loss: 0.0526|| 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, 23:55:13 || Estimated Time: 21:52:23
2023-07-26 10:41:45,320 semantic_segmentation INFO: Iters: 103000/150000 || Lr: 0.007038 || Task Loss: 0.2417 || KD Loss: 0.0343|| 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, 23:55:29 || Estimated Time: 21:52:06
2023-07-26 10:42:01,705 semantic_segmentation INFO: Iters: 103010/150000 || Lr: 0.007037 || Task Loss: 0.2449 || KD Loss: 0.0442|| 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, 23:55:46 || Estimated Time: 21:51:50
2023-07-26 10:42:18,103 semantic_segmentation INFO: Iters: 103020/150000 || Lr: 0.007035 || Task Loss: 0.3355 || KD Loss: 0.0577|| 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, 23:56:02 || Estimated Time: 21:51:33
2023-07-26 10:42:34,475 semantic_segmentation INFO: Iters: 103030/150000 || Lr: 0.007034 || Task Loss: 0.3173 || KD Loss: 0.0578|| 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, 23:56:18 || Estimated Time: 21:51:16
2023-07-26 10:42:50,840 semantic_segmentation INFO: Iters: 103040/150000 || Lr: 0.007033 || Task Loss: 0.4144 || KD Loss: 0.0817|| 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, 23:56:35 || Estimated Time: 21:50:59
2023-07-26 10:43:07,241 semantic_segmentation INFO: Iters: 103050/150000 || Lr: 0.007031 || Task Loss: 0.3170 || 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: 1 day, 23:56:51 || Estimated Time: 21:50:42
2023-07-26 10:43:23,613 semantic_segmentation INFO: Iters: 103060/150000 || Lr: 0.007030 || Task Loss: 0.4612 || KD Loss: 0.0745|| 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, 23:57:08 || Estimated Time: 21:50:25
2023-07-26 10:43:40,011 semantic_segmentation INFO: Iters: 103070/150000 || Lr: 0.007028 || Task Loss: 0.4825 || KD Loss: 0.1073|| 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, 23:57:24 || Estimated Time: 21:50:08
2023-07-26 10:43:56,547 semantic_segmentation INFO: Iters: 103080/150000 || Lr: 0.007027 || Task Loss: 0.2803 || KD Loss: 0.0582|| 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, 23:57:41 || Estimated Time: 21:49:51
2023-07-26 10:44:12,991 semantic_segmentation INFO: Iters: 103090/150000 || Lr: 0.007026 || Task Loss: 0.2725 || KD Loss: 0.0417|| 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, 23:57:57 || Estimated Time: 21:49:34
2023-07-26 10:44:29,464 semantic_segmentation INFO: Iters: 103100/150000 || Lr: 0.007024 || Task Loss: 0.3078 || KD Loss: 0.0325|| 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, 23:58:13 || Estimated Time: 21:49:17
2023-07-26 10:44:46,013 semantic_segmentation INFO: Iters: 103110/150000 || Lr: 0.007023 || Task Loss: 0.3447 || KD Loss: 0.0574|| 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, 23:58:30 || Estimated Time: 21:49:01
2023-07-26 10:45:02,546 semantic_segmentation INFO: Iters: 103120/150000 || Lr: 0.007022 || Task Loss: 0.3311 || KD Loss: 0.0618|| 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, 23:58:47 || Estimated Time: 21:48:44
2023-07-26 10:45:18,941 semantic_segmentation INFO: Iters: 103130/150000 || Lr: 0.007020 || Task Loss: 0.2043 || KD Loss: 0.0383|| 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, 23:59:03 || Estimated Time: 21:48:27
2023-07-26 10:45:35,334 semantic_segmentation INFO: Iters: 103140/150000 || Lr: 0.007019 || Task Loss: 0.5636 || KD Loss: 0.0514|| 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, 23:59:19 || Estimated Time: 21:48:10
2023-07-26 10:45:51,700 semantic_segmentation INFO: Iters: 103150/150000 || Lr: 0.007018 || Task Loss: 0.2395 || KD Loss: 0.0276|| 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, 23:59:36 || Estimated Time: 21:47:53
2023-07-26 10:46:08,104 semantic_segmentation INFO: Iters: 103160/150000 || Lr: 0.007016 || Task Loss: 0.3037 || KD Loss: 0.0329|| 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, 23:59:52 || Estimated Time: 21:47:36
2023-07-26 10:46:24,471 semantic_segmentation INFO: Iters: 103170/150000 || Lr: 0.007015 || Task Loss: 0.2898 || KD Loss: 0.0474|| 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, 0:00:08 || Estimated Time: 21:47:19
2023-07-26 10:46:40,857 semantic_segmentation INFO: Iters: 103180/150000 || Lr: 0.007014 || Task Loss: 0.3269 || KD Loss: 0.0640|| 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, 0:00:25 || Estimated Time: 21:47:02
2023-07-26 10:46:57,346 semantic_segmentation INFO: Iters: 103190/150000 || Lr: 0.007012 || Task Loss: 0.2739 || KD Loss: 0.0362|| 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, 0:00:41 || Estimated Time: 21:46:45
2023-07-26 10:47:13,847 semantic_segmentation INFO: Iters: 103200/150000 || Lr: 0.007011 || Task Loss: 0.2551 || KD Loss: 0.0316|| 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, 0:00:58 || Estimated Time: 21:46:29
2023-07-26 10:47:13,959 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 10:47:14,427 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.088
2023-07-26 10:47:14,443 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-26 10:47:14,455 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.162
2023-07-26 10:47:14,468 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.162
2023-07-26 10:47:14,481 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.239
2023-07-26 10:47:14,493 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.279
2023-07-26 10:47:14,507 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.321
2023-07-26 10:47:14,520 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.325
2023-07-26 10:47:14,532 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.334
2023-07-26 10:47:14,546 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.373
2023-07-26 10:47:14,560 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.942, mIoU: 0.396
2023-07-26 10:47:14,574 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.416
2023-07-26 10:47:14,587 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.915, mIoU: 0.394
2023-07-26 10:47:14,600 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.379
2023-07-26 10:47:14,614 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.918, mIoU: 0.378
2023-07-26 10:47:14,626 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.920, mIoU: 0.373
2023-07-26 10:47:14,637 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.912, mIoU: 0.362
2023-07-26 10:47:14,649 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.915, mIoU: 0.362
2023-07-26 10:47:14,663 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.919, mIoU: 0.367
2023-07-26 10:47:14,677 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.918, mIoU: 0.420
2023-07-26 10:47:14,691 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.922, mIoU: 0.426
2023-07-26 10:47:14,706 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.432
2023-07-26 10:47:14,720 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.920, mIoU: 0.472
2023-07-26 10:47:14,735 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.489
2023-07-26 10:47:14,750 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.495
2023-07-26 10:47:14,765 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.504
2023-07-26 10:47:14,780 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.506
2023-07-26 10:47:14,791 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.927, mIoU: 0.508
2023-07-26 10:47:14,806 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.495
2023-07-26 10:47:14,820 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.495
2023-07-26 10:47:14,833 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.926, mIoU: 0.499
2023-07-26 10:47:14,849 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.499
2023-07-26 10:47:14,863 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.507
2023-07-26 10:47:14,877 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.505
2023-07-26 10:47:14,891 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.537
2023-07-26 10:47:14,905 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.537
2023-07-26 10:47:14,918 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.537
2023-07-26 10:47:14,930 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.583
2023-07-26 10:47:14,947 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.592
2023-07-26 10:47:14,960 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.591
2023-07-26 10:47:14,973 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-26 10:47:14,988 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.611
2023-07-26 10:47:15,003 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.607
2023-07-26 10:47:15,016 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.607
2023-07-26 10:47:15,032 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.614
2023-07-26 10:47:15,047 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.617
2023-07-26 10:47:15,060 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.620
2023-07-26 10:47:15,073 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-26 10:47:15,087 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-26 10:47:15,103 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.618
2023-07-26 10:47:15,119 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.617
2023-07-26 10:47:15,134 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.617
2023-07-26 10:47:15,146 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.615
2023-07-26 10:47:15,161 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.614
2023-07-26 10:47:15,175 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.619
2023-07-26 10:47:15,188 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-26 10:47:15,202 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-26 10:47:15,218 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.616
2023-07-26 10:47:15,231 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.616
2023-07-26 10:47:15,245 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-26 10:47:15,257 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-26 10:47:15,271 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-26 10:47:15,284 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-26 10:47:15,300 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-26 10:47:15,313 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-26 10:47:15,327 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-26 10:47:15,341 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-26 10:47:15,354 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-26 10:47:15,369 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-26 10:47:15,383 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-26 10:47:15,398 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 10:47:15,410 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-26 10:47:15,424 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 10:47:15,438 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-26 10:47:15,452 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.708
2023-07-26 10:47:15,466 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-26 10:47:15,480 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-26 10:47:15,489 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 10:47:15,503 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 10:47:15,519 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 10:47:15,531 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 10:47:15,546 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 10:47:15,561 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:15,576 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 10:47:15,592 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 10:47:15,606 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 10:47:15,621 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 10:47:15,636 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 10:47:15,651 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 10:47:15,664 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 10:47:15,678 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:15,694 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:15,708 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:15,723 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 10:47:15,738 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-26 10:47:15,752 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:47:15,765 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.710
2023-07-26 10:47:15,779 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 10:47:15,795 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:15,808 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 10:47:15,933 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:15,946 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.705
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2023-07-26 10:47:16,016 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 10:47:16,084 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.696
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2023-07-26 10:47:16,212 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 10:47:16,269 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.706
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2023-07-26 10:47:16,753 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 10:47:16,768 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 10:47:17,174 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-26 10:47:17,191 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.926, mIoU: 0.670
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2023-07-26 10:47:21,306 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 10:47:21,315 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 10:47:21,329 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 10:47:21,344 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 10:47:21,357 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 10:47:21,372 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 10:47:21,386 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 10:47:21,398 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 10:47:21,413 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,425 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,440 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 10:47:21,455 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 10:47:21,470 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 10:47:21,485 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,499 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,512 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,526 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 10:47:21,541 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,555 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,569 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 10:47:21,584 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 10:47:21,600 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 10:47:21,614 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 10:47:21,627 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 10:47:21,641 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 10:47:21,655 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 10:47:21,669 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 10:47:21,684 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:47:21,699 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:47:21,712 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:47:21,727 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:47:21,742 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 10:47:21,755 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 10:47:21,770 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 10:47:21,781 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 10:47:21,796 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 10:47:21,808 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 10:47:21,820 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 10:47:21,832 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 10:47:21,847 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.929, mIoU: 0.699
2023-07-26 10:47:21,864 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:47:21,878 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:47:21,893 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:47:21,901 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 10:47:21,916 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 10:47:21,931 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:21,946 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:21,960 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:21,975 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:21,987 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 10:47:22,000 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:22,014 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:22,028 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:22,043 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:47:22,055 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:22,067 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 10:47:22,082 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 10:47:22,097 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:47:22,112 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 10:47:22,125 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:47:22,140 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 10:47:22,156 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 10:47:22,172 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 10:47:22,185 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 10:47:22,200 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,215 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 10:47:22,228 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 10:47:22,243 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,258 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,273 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:47:22,288 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 10:47:22,300 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,315 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,329 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,344 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,354 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,369 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,383 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,395 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,409 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,421 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,435 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,448 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,462 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,474 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 10:47:22,498 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,512 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,527 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:22,542 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,555 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,569 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,582 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,596 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,611 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,624 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,638 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:22,653 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:22,667 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,681 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,696 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,707 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,722 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:22,738 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,752 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,767 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,782 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,793 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,808 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,823 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,838 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,851 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:22,867 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:22,883 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:22,900 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:22,913 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:22,928 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:22,942 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:22,956 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:22,970 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:22,984 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:22,996 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:23,010 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,024 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:47:23,038 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:47:23,050 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:47:23,065 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:23,077 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:23,091 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:23,105 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,120 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,134 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,149 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:23,163 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,177 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,190 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:47:23,204 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:23,218 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:23,235 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:23,249 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,264 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 10:47:23,274 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,286 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,300 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,313 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:23,328 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:23,341 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 10:47:23,355 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,371 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,387 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,403 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,419 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,432 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,446 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,459 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,474 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 10:47:23,489 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:23,504 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 10:47:23,532 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 10:47:23,559 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 10:47:23,587 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-26 10:47:23,611 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.931, mIoU: 0.703
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2023-07-26 10:47:23,826 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.931, mIoU: 0.704
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2023-07-26 10:47:23,871 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 10:47:23,887 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 10:47:23,901 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 10:47:23,956 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 10:47:23,996 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:24,009 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:24,022 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:24,036 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:24,052 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:24,063 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:24,077 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,090 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,101 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,116 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,131 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,146 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,160 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,174 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,189 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,201 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,216 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,230 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,246 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,261 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,275 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:24,290 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:24,302 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:24,314 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:24,327 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,341 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,358 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,371 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,383 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:24,398 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:24,412 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,427 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:24,441 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:24,455 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:24,468 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:24,482 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,495 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,508 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,522 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,536 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,551 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,564 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,579 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,595 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,608 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,621 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,637 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:24,652 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,667 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,682 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,694 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,707 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,721 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,734 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:24,749 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:24,765 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:24,777 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 10:47:24,792 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,805 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,819 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,833 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,846 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,859 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,874 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,889 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,903 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,918 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 10:47:24,932 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,945 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 10:47:24,958 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 10:47:24,973 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:24,988 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,005 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,018 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,032 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,044 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,060 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,072 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,085 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,099 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,114 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,126 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,142 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,157 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,172 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,187 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,199 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,211 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,225 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,238 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,250 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,263 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,278 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,291 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,304 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,317 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,332 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,347 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,363 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,376 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,389 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,404 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,419 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,434 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,449 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,462 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,474 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,485 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,501 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,516 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,530 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,544 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,555 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,568 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,582 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,597 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,609 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,624 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,637 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,652 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,664 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,679 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:25,691 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,706 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,720 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,732 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:25,747 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,762 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,776 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,791 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,805 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,819 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,834 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,847 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,862 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,877 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,890 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,903 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,916 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,932 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,946 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,962 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:25,977 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:25,988 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,002 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,018 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,033 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,046 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,061 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,076 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,089 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,103 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,118 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,133 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,146 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,157 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,174 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,188 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:26,203 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:26,215 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:26,229 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:26,244 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,258 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,273 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,285 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:26,299 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,312 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,326 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,340 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,352 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,368 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,381 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,395 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,410 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,425 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,438 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,453 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,467 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,480 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,496 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,510 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,525 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,540 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,550 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,564 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,576 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:26,591 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,606 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,622 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,635 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,650 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,665 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,680 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,696 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,711 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,724 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,740 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,754 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,769 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,782 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,797 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:26,811 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:26,826 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,839 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,853 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,869 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,882 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,895 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,911 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:26,924 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,938 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,951 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,964 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,979 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:26,993 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,007 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,022 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,037 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,049 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,062 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,077 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,090 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,103 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,118 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,132 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,147 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,163 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,176 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,188 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,204 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,219 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,232 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,247 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,260 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,275 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,289 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,305 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,320 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,335 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,344 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,360 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,375 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,388 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,403 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,417 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,432 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,445 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,459 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,474 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,489 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,504 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,518 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 10:47:27,534 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,549 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,562 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,577 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 10:47:27,591 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,605 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 10:47:27,617 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,632 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,647 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,661 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,668 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,681 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,694 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,706 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 10:47:27,717 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,731 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,746 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,760 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:27,772 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:27,785 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:27,799 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:27,810 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:27,825 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:27,838 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:27,853 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,869 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,884 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,899 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,911 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,924 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,940 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,955 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:27,970 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:27,985 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:27,998 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,008 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,019 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,032 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,043 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,058 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,070 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,085 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,100 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,115 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,128 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,143 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,157 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,171 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,186 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,200 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,214 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,229 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,244 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,257 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,270 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,286 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,299 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,316 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,329 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,344 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,360 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:28,378 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 10:47:28,394 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 10:47:28,408 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,424 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,439 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,453 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,468 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,480 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,497 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,512 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,526 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 10:47:28,540 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 10:47:28,554 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 10:47:28,569 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 10:47:28,584 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 10:47:28,598 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,612 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,624 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 10:47:28,638 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,649 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,662 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,677 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 10:47:28,690 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,705 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,720 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,735 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,751 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,766 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,781 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,796 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,809 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,824 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,837 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,852 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,867 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,879 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,893 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,906 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,920 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,935 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,951 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,965 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 10:47:28,979 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:28,991 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,003 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,017 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,030 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,042 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,058 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,072 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,087 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,100 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,113 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,128 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,143 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,158 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,171 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,184 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,198 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,213 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,228 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,243 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,258 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 10:47:29,273 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,287 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,301 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,317 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,331 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,346 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,360 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,374 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,389 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,404 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,419 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,432 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 10:47:29,446 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,461 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,477 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,490 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,505 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,520 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,534 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,550 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,564 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,579 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,592 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,608 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,624 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,637 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,651 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,664 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:29,673 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,688 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,703 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,716 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:29,731 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,746 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,759 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:29,772 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:29,787 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,801 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 10:47:29,816 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,833 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,847 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,864 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,879 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,891 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 10:47:29,906 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,920 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,936 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,948 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,962 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,976 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:29,991 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,005 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,020 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,032 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,047 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,061 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,073 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,088 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,104 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,118 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,133 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,146 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,161 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,175 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,190 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,204 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,217 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,232 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,245 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,258 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,270 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,285 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,300 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,315 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,330 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,340 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 10:47:30,353 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,370 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,386 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,398 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,413 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,429 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,444 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,457 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,471 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,486 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,498 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,513 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,525 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 10:47:30,621 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,635 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,647 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,661 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,675 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 10:47:30,690 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,704 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,716 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,729 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,744 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,759 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,773 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,785 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,800 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,817 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,830 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,840 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,856 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,871 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,886 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:30,900 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,913 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,927 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,940 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 10:47:30,971 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:30,985 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:31,000 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:31,014 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:31,029 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 10:47:31,043 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 10:47:31,056 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,070 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 10:47:31,127 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,140 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,155 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,166 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,181 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,197 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,212 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,225 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,240 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 10:47:31,272 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 10:47:31,299 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,314 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,324 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:31,339 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:31,353 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:31,367 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:31,379 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:31,391 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,405 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,418 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,432 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,444 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 10:47:31,471 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,483 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,497 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,511 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,525 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:31,539 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:31,554 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:31,566 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:31,581 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:31,594 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:31,608 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 10:47:31,662 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 10:47:31,690 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 10:47:31,730 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.932, mIoU: 0.708
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2023-07-26 10:47:31,785 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 10:47:31,814 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,829 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,844 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,859 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,871 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,885 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,900 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,913 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,927 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,942 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,956 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,976 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:31,991 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:32,006 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,020 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,034 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,048 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,063 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,078 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,091 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,106 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,121 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,133 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,146 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,160 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,175 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,188 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,202 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,217 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,232 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,246 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,261 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,275 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,289 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,302 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,315 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,328 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,341 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,353 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,368 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,382 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,395 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,408 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,422 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,433 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,446 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,461 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,476 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,490 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,504 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,517 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,531 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,546 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,558 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,574 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,589 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,604 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,617 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,631 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:32,646 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,660 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,674 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,687 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,701 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,715 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,730 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,744 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,756 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,771 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,785 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,799 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,814 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,829 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,843 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,858 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,867 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,881 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,893 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,906 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:32,923 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,937 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,951 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,963 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,976 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:32,992 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,008 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,022 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,036 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,051 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,063 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,077 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,092 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,104 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 10:47:33,119 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,133 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,145 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,160 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,171 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,186 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,201 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,216 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 10:47:33,256 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,270 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,284 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,298 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,311 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,324 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,339 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,354 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,368 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,381 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,395 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,412 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,427 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:33,441 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,456 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:33,464 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:33,479 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,491 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,504 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,518 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,533 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,547 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,562 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,577 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,592 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,607 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,619 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,634 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,650 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,664 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,679 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,693 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,709 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,722 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,736 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,750 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,765 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,778 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,791 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,805 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,821 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,836 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 10:47:33,851 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:33,865 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:33,880 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:33,894 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,907 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,922 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,935 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,949 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,964 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,978 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:33,993 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,006 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,022 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:34,037 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.931, mIoU: 0.708
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2023-07-26 10:47:34,094 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:34,108 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:34,121 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:34,135 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:34,148 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:34,162 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:34,176 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:34,191 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-26 10:47:34,206 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,220 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,234 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,243 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,258 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,270 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,285 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,299 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,314 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,329 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,340 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,349 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,365 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,379 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,393 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,405 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,420 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,434 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,446 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,461 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,475 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,488 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,502 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,514 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,528 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,542 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,556 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,568 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,582 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,596 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 10:47:34,611 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,626 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,639 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,653 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,668 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 10:47:34,685 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 10:47:51,088 semantic_segmentation INFO: Iters: 103210/150000 || Lr: 0.007010 || Task Loss: 0.2778 || KD Loss: 0.0492|| 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, 0:01:35 || Estimated Time: 21:46:21
2023-07-26 10:48:07,456 semantic_segmentation INFO: Iters: 103220/150000 || Lr: 0.007008 || Task Loss: 0.1838 || KD Loss: 0.0395|| 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, 0:01:51 || Estimated Time: 21:46:04
2023-07-26 10:48:23,872 semantic_segmentation INFO: Iters: 103230/150000 || Lr: 0.007007 || Task Loss: 0.2638 || KD Loss: 0.0708|| 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, 0:02:08 || Estimated Time: 21:45:47
2023-07-26 10:48:40,268 semantic_segmentation INFO: Iters: 103240/150000 || Lr: 0.007006 || Task Loss: 0.3759 || KD Loss: 0.0473|| 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: 2 days, 0:02:24 || Estimated Time: 21:45:30
2023-07-26 10:48:56,744 semantic_segmentation INFO: Iters: 103250/150000 || Lr: 0.007004 || Task Loss: 0.3164 || KD Loss: 0.0492|| 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, 0:02:41 || Estimated Time: 21:45:13
2023-07-26 10:49:13,225 semantic_segmentation INFO: Iters: 103260/150000 || Lr: 0.007003 || Task Loss: 0.2062 || KD Loss: 0.0612|| 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, 0:02:57 || Estimated Time: 21:44:57
2023-07-26 10:49:29,815 semantic_segmentation INFO: Iters: 103270/150000 || Lr: 0.007002 || Task Loss: 0.2824 || KD Loss: 0.0368|| 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, 0:03:14 || Estimated Time: 21:44:40
2023-07-26 10:49:46,209 semantic_segmentation INFO: Iters: 103280/150000 || Lr: 0.007000 || Task Loss: 0.2835 || KD Loss: 0.0510|| 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, 0:03:30 || Estimated Time: 21:44:23
2023-07-26 10:50:02,789 semantic_segmentation INFO: Iters: 103290/150000 || Lr: 0.006999 || Task Loss: 0.3620 || KD Loss: 0.0347|| 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, 0:03:47 || Estimated Time: 21:44:06
2023-07-26 10:50:19,165 semantic_segmentation INFO: Iters: 103300/150000 || Lr: 0.006997 || Task Loss: 0.3129 || KD Loss: 0.0665|| 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, 0:04:03 || Estimated Time: 21:43:49
2023-07-26 10:50:38,978 semantic_segmentation INFO: Iters: 103310/150000 || Lr: 0.006996 || Task Loss: 0.3687 || KD Loss: 0.0699|| 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, 0:04:23 || Estimated Time: 21:43:34
2023-07-26 10:50:55,796 semantic_segmentation INFO: Iters: 103320/150000 || Lr: 0.006995 || Task Loss: 0.4434 || KD Loss: 0.0495|| 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, 0:04:40 || Estimated Time: 21:43:17
2023-07-26 10:51:12,219 semantic_segmentation INFO: Iters: 103330/150000 || Lr: 0.006993 || Task Loss: 0.3007 || KD Loss: 0.0434|| 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, 0:04:56 || Estimated Time: 21:43:00
2023-07-26 10:51:28,650 semantic_segmentation INFO: Iters: 103340/150000 || Lr: 0.006992 || Task Loss: 0.3635 || KD Loss: 0.0701|| 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, 0:05:13 || Estimated Time: 21:42:43
2023-07-26 10:51:45,167 semantic_segmentation INFO: Iters: 103350/150000 || Lr: 0.006991 || Task Loss: 0.3125 || KD Loss: 0.0712|| 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, 0:05:29 || Estimated Time: 21:42:26
2023-07-26 10:52:01,586 semantic_segmentation INFO: Iters: 103360/150000 || Lr: 0.006989 || Task Loss: 0.5869 || KD Loss: 0.2040|| 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, 0:05:46 || Estimated Time: 21:42:09
2023-07-26 10:52:18,164 semantic_segmentation INFO: Iters: 103370/150000 || Lr: 0.006988 || Task Loss: 0.3207 || KD Loss: 0.0478|| 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, 0:06:02 || Estimated Time: 21:41:53
2023-07-26 10:52:34,727 semantic_segmentation INFO: Iters: 103380/150000 || Lr: 0.006987 || Task Loss: 0.3638 || KD Loss: 0.0646|| 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, 0:06:19 || Estimated Time: 21:41:36
2023-07-26 10:52:51,227 semantic_segmentation INFO: Iters: 103390/150000 || Lr: 0.006985 || Task Loss: 0.2871 || KD Loss: 0.0399|| 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, 0:06:35 || Estimated Time: 21:41:19
2023-07-26 10:53:07,742 semantic_segmentation INFO: Iters: 103400/150000 || Lr: 0.006984 || Task Loss: 0.3426 || KD Loss: 0.0541|| 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, 0:06:52 || Estimated Time: 21:41:02
2023-07-26 10:53:24,297 semantic_segmentation INFO: Iters: 103410/150000 || Lr: 0.006983 || Task Loss: 0.3367 || KD Loss: 0.0435|| 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, 0:07:08 || Estimated Time: 21:40:45
2023-07-26 10:53:40,794 semantic_segmentation INFO: Iters: 103420/150000 || Lr: 0.006981 || Task Loss: 0.4287 || KD Loss: 0.0473|| 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, 0:07:25 || Estimated Time: 21:40:28
2023-07-26 10:53:57,300 semantic_segmentation INFO: Iters: 103430/150000 || Lr: 0.006980 || Task Loss: 0.3521 || KD Loss: 0.0552|| 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, 0:07:41 || Estimated Time: 21:40:11
2023-07-26 10:54:13,848 semantic_segmentation INFO: Iters: 103440/150000 || Lr: 0.006979 || Task Loss: 0.4594 || KD Loss: 0.0837|| 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, 0:07:58 || Estimated Time: 21:39:55
2023-07-26 10:54:30,333 semantic_segmentation INFO: Iters: 103450/150000 || Lr: 0.006977 || Task Loss: 0.4224 || KD Loss: 0.0540|| 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, 0:08:14 || Estimated Time: 21:39:38
2023-07-26 10:54:46,835 semantic_segmentation INFO: Iters: 103460/150000 || Lr: 0.006976 || Task Loss: 0.3199 || KD Loss: 0.0903|| 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, 0:08:31 || Estimated Time: 21:39:21
2023-07-26 10:55:03,428 semantic_segmentation INFO: Iters: 103470/150000 || Lr: 0.006975 || Task Loss: 0.3625 || KD Loss: 0.0590|| 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, 0:08:47 || Estimated Time: 21:39:04
2023-07-26 10:55:19,834 semantic_segmentation INFO: Iters: 103480/150000 || Lr: 0.006973 || Task Loss: 0.5333 || KD Loss: 0.0895|| 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, 0:09:04 || Estimated Time: 21:38:47
2023-07-26 10:55:36,380 semantic_segmentation INFO: Iters: 103490/150000 || Lr: 0.006972 || Task Loss: 0.3768 || KD Loss: 0.0549|| 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, 0:09:20 || Estimated Time: 21:38:30
2023-07-26 10:55:52,796 semantic_segmentation INFO: Iters: 103500/150000 || Lr: 0.006970 || Task Loss: 0.3598 || KD Loss: 0.0438|| 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: 2 days, 0:09:37 || Estimated Time: 21:38:13
2023-07-26 10:56:09,378 semantic_segmentation INFO: Iters: 103510/150000 || Lr: 0.006969 || Task Loss: 0.3619 || KD Loss: 0.0817|| 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, 0:09:53 || Estimated Time: 21:37:57
2023-07-26 10:56:25,865 semantic_segmentation INFO: Iters: 103520/150000 || Lr: 0.006968 || Task Loss: 0.3789 || KD Loss: 0.0650|| 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, 0:10:10 || Estimated Time: 21:37:40
2023-07-26 10:56:42,360 semantic_segmentation INFO: Iters: 103530/150000 || Lr: 0.006966 || Task Loss: 0.2913 || KD Loss: 0.0491|| 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, 0:10:26 || Estimated Time: 21:37:23
2023-07-26 10:56:58,909 semantic_segmentation INFO: Iters: 103540/150000 || Lr: 0.006965 || Task Loss: 0.3328 || KD Loss: 0.0749|| 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, 0:10:43 || Estimated Time: 21:37:06
2023-07-26 10:57:15,329 semantic_segmentation INFO: Iters: 103550/150000 || Lr: 0.006964 || Task Loss: 0.4203 || KD Loss: 0.1127|| 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, 0:10:59 || Estimated Time: 21:36:49
2023-07-26 10:57:31,873 semantic_segmentation INFO: Iters: 103560/150000 || Lr: 0.006962 || Task Loss: 0.5021 || KD Loss: 0.0561|| 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, 0:11:16 || Estimated Time: 21:36:32
2023-07-26 10:57:48,384 semantic_segmentation INFO: Iters: 103570/150000 || Lr: 0.006961 || Task Loss: 0.3851 || KD Loss: 0.0912|| 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, 0:11:32 || Estimated Time: 21:36:15
2023-07-26 10:58:04,839 semantic_segmentation INFO: Iters: 103580/150000 || Lr: 0.006960 || Task Loss: 0.3566 || KD Loss: 0.0724|| 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, 0:11:49 || Estimated Time: 21:35:59
2023-07-26 10:58:21,367 semantic_segmentation INFO: Iters: 103590/150000 || Lr: 0.006958 || Task Loss: 0.4690 || KD Loss: 0.0967|| 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, 0:12:05 || Estimated Time: 21:35:42
2023-07-26 10:58:37,907 semantic_segmentation INFO: Iters: 103600/150000 || Lr: 0.006957 || Task Loss: 0.3009 || KD Loss: 0.0420|| 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, 0:12:22 || Estimated Time: 21:35:25
2023-07-26 10:58:54,409 semantic_segmentation INFO: Iters: 103610/150000 || Lr: 0.006956 || Task Loss: 0.4679 || KD Loss: 0.1116|| 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, 0:12:38 || Estimated Time: 21:35:08
2023-07-26 10:59:10,840 semantic_segmentation INFO: Iters: 103620/150000 || Lr: 0.006954 || Task Loss: 0.2487 || KD Loss: 0.0418|| 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, 0:12:55 || Estimated Time: 21:34:51
2023-07-26 10:59:27,400 semantic_segmentation INFO: Iters: 103630/150000 || Lr: 0.006953 || Task Loss: 0.2688 || KD Loss: 0.0466|| 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, 0:13:11 || Estimated Time: 21:34:34
2023-07-26 10:59:43,900 semantic_segmentation INFO: Iters: 103640/150000 || Lr: 0.006952 || Task Loss: 0.3968 || KD Loss: 0.0546|| 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, 0:13:28 || Estimated Time: 21:34:17
2023-07-26 11:00:00,403 semantic_segmentation INFO: Iters: 103650/150000 || Lr: 0.006950 || Task Loss: 0.4504 || KD Loss: 0.0643|| 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, 0:13:44 || Estimated Time: 21:34:01
2023-07-26 11:00:16,835 semantic_segmentation INFO: Iters: 103660/150000 || Lr: 0.006949 || Task Loss: 0.3419 || KD Loss: 0.0688|| 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, 0:14:01 || Estimated Time: 21:33:44
2023-07-26 11:00:33,386 semantic_segmentation INFO: Iters: 103670/150000 || Lr: 0.006948 || Task Loss: 0.2396 || KD Loss: 0.0702|| 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, 0:14:17 || Estimated Time: 21:33:27
2023-07-26 11:00:49,936 semantic_segmentation INFO: Iters: 103680/150000 || Lr: 0.006946 || Task Loss: 0.3403 || KD Loss: 0.0401|| 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, 0:14:34 || Estimated Time: 21:33:10
2023-07-26 11:01:06,426 semantic_segmentation INFO: Iters: 103690/150000 || Lr: 0.006945 || Task Loss: 0.3941 || KD Loss: 0.0669|| 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, 0:14:50 || Estimated Time: 21:32:53
2023-07-26 11:01:22,931 semantic_segmentation INFO: Iters: 103700/150000 || Lr: 0.006944 || Task Loss: 0.3315 || KD Loss: 0.0403|| 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, 0:15:07 || Estimated Time: 21:32:36
2023-07-26 11:01:39,300 semantic_segmentation INFO: Iters: 103710/150000 || Lr: 0.006942 || Task Loss: 0.4514 || KD Loss: 0.0726|| 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, 0:15:23 || Estimated Time: 21:32:19
2023-07-26 11:01:55,888 semantic_segmentation INFO: Iters: 103720/150000 || Lr: 0.006941 || Task Loss: 0.3252 || KD Loss: 0.0638|| 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, 0:15:40 || Estimated Time: 21:32:02
2023-07-26 11:02:12,301 semantic_segmentation INFO: Iters: 103730/150000 || Lr: 0.006939 || Task Loss: 0.2702 || KD Loss: 0.0273|| 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, 0:15:56 || Estimated Time: 21:31:46
2023-07-26 11:02:28,678 semantic_segmentation INFO: Iters: 103740/150000 || Lr: 0.006938 || Task Loss: 0.2972 || KD Loss: 0.0473|| 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, 0:16:13 || Estimated Time: 21:31:29
2023-07-26 11:02:45,270 semantic_segmentation INFO: Iters: 103750/150000 || Lr: 0.006937 || Task Loss: 0.2733 || KD Loss: 0.0321|| 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, 0:16:29 || Estimated Time: 21:31:12
2023-07-26 11:03:01,655 semantic_segmentation INFO: Iters: 103760/150000 || Lr: 0.006935 || Task Loss: 0.2710 || KD Loss: 0.0401|| 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, 0:16:46 || Estimated Time: 21:30:55
2023-07-26 11:03:18,019 semantic_segmentation INFO: Iters: 103770/150000 || Lr: 0.006934 || Task Loss: 0.2643 || KD Loss: 0.0380|| 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, 0:17:02 || Estimated Time: 21:30:38
2023-07-26 11:03:34,426 semantic_segmentation INFO: Iters: 103780/150000 || Lr: 0.006933 || Task Loss: 0.3492 || KD Loss: 0.0593|| 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, 0:17:18 || Estimated Time: 21:30:21
2023-07-26 11:03:50,972 semantic_segmentation INFO: Iters: 103790/150000 || Lr: 0.006931 || Task Loss: 0.2650 || KD Loss: 0.0355|| 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, 0:17:35 || Estimated Time: 21:30:04
2023-07-26 11:04:07,370 semantic_segmentation INFO: Iters: 103800/150000 || Lr: 0.006930 || Task Loss: 0.2260 || KD Loss: 0.0344|| 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, 0:17:51 || Estimated Time: 21:29:47
2023-07-26 11:04:23,843 semantic_segmentation INFO: Iters: 103810/150000 || Lr: 0.006929 || Task Loss: 0.2971 || KD Loss: 0.0536|| 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, 0:18:08 || Estimated Time: 21:29:30
2023-07-26 11:04:40,335 semantic_segmentation INFO: Iters: 103820/150000 || Lr: 0.006927 || Task Loss: 0.3660 || KD Loss: 0.0538|| 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, 0:18:24 || Estimated Time: 21:29:14
2023-07-26 11:04:56,758 semantic_segmentation INFO: Iters: 103830/150000 || Lr: 0.006926 || Task Loss: 0.3775 || KD Loss: 0.0705|| 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, 0:18:41 || Estimated Time: 21:28:57
2023-07-26 11:05:13,329 semantic_segmentation INFO: Iters: 103840/150000 || Lr: 0.006925 || Task Loss: 0.2323 || KD Loss: 0.0369|| 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, 0:18:57 || Estimated Time: 21:28:40
2023-07-26 11:05:29,827 semantic_segmentation INFO: Iters: 103850/150000 || Lr: 0.006923 || Task Loss: 0.3325 || KD Loss: 0.0499|| 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, 0:19:14 || Estimated Time: 21:28:23
2023-07-26 11:05:46,254 semantic_segmentation INFO: Iters: 103860/150000 || Lr: 0.006922 || Task Loss: 0.2583 || KD Loss: 0.0342|| 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, 0:19:30 || Estimated Time: 21:28:06
2023-07-26 11:06:02,705 semantic_segmentation INFO: Iters: 103870/150000 || Lr: 0.006921 || Task Loss: 0.3211 || KD Loss: 0.0563|| 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, 0:19:47 || Estimated Time: 21:27:49
2023-07-26 11:06:19,298 semantic_segmentation INFO: Iters: 103880/150000 || Lr: 0.006919 || Task Loss: 0.2455 || KD Loss: 0.0323|| 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, 0:20:03 || Estimated Time: 21:27:32
2023-07-26 11:06:35,880 semantic_segmentation INFO: Iters: 103890/150000 || Lr: 0.006918 || Task Loss: 0.3006 || KD Loss: 0.0435|| 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, 0:20:20 || Estimated Time: 21:27:16
2023-07-26 11:06:52,397 semantic_segmentation INFO: Iters: 103900/150000 || Lr: 0.006917 || Task Loss: 0.3746 || KD Loss: 0.0503|| 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, 0:20:36 || Estimated Time: 21:26:59
2023-07-26 11:07:08,907 semantic_segmentation INFO: Iters: 103910/150000 || Lr: 0.006915 || Task Loss: 0.4370 || KD Loss: 0.0769|| 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, 0:20:53 || Estimated Time: 21:26:42
2023-07-26 11:07:25,493 semantic_segmentation INFO: Iters: 103920/150000 || Lr: 0.006914 || Task Loss: 0.2564 || KD Loss: 0.0373|| 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, 0:21:09 || Estimated Time: 21:26:25
2023-07-26 11:07:42,022 semantic_segmentation INFO: Iters: 103930/150000 || Lr: 0.006912 || Task Loss: 0.3595 || KD Loss: 0.0564|| 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, 0:21:26 || Estimated Time: 21:26:08
2023-07-26 11:07:58,590 semantic_segmentation INFO: Iters: 103940/150000 || Lr: 0.006911 || Task Loss: 0.4851 || KD Loss: 0.0690|| 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, 0:21:43 || Estimated Time: 21:25:51
2023-07-26 11:08:15,209 semantic_segmentation INFO: Iters: 103950/150000 || Lr: 0.006910 || Task Loss: 0.3532 || KD Loss: 0.0646|| 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, 0:21:59 || Estimated Time: 21:25:35
2023-07-26 11:08:31,769 semantic_segmentation INFO: Iters: 103960/150000 || Lr: 0.006908 || Task Loss: 0.3268 || KD Loss: 0.0397|| 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, 0:22:16 || Estimated Time: 21:25:18
2023-07-26 11:08:48,385 semantic_segmentation INFO: Iters: 103970/150000 || Lr: 0.006907 || Task Loss: 0.3320 || KD Loss: 0.0501|| 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, 0:22:32 || Estimated Time: 21:25:01
2023-07-26 11:09:04,948 semantic_segmentation INFO: Iters: 103980/150000 || Lr: 0.006906 || Task Loss: 0.3732 || KD Loss: 0.0577|| 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, 0:22:49 || Estimated Time: 21:24:44
2023-07-26 11:09:21,520 semantic_segmentation INFO: Iters: 103990/150000 || Lr: 0.006904 || Task Loss: 0.3403 || KD Loss: 0.0449|| 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, 0:23:05 || Estimated Time: 21:24:27
2023-07-26 11:09:37,939 semantic_segmentation INFO: Iters: 104000/150000 || Lr: 0.006903 || Task Loss: 0.2637 || KD Loss: 0.0341|| 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, 0:23:22 || Estimated Time: 21:24:10
2023-07-26 11:09:38,052 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 11:09:38,518 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.089
2023-07-26 11:09:38,531 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-26 11:09:38,543 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.173
2023-07-26 11:09:38,557 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.173
2023-07-26 11:09:38,570 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.247
2023-07-26 11:09:38,582 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.292
2023-07-26 11:09:38,595 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.338
2023-07-26 11:09:38,609 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.343
2023-07-26 11:09:38,621 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.379
2023-07-26 11:09:38,635 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.425
2023-07-26 11:09:38,649 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.426
2023-07-26 11:09:38,664 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.473
2023-07-26 11:09:38,676 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.467
2023-07-26 11:09:38,690 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.447
2023-07-26 11:09:38,704 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.441
2023-07-26 11:09:38,716 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.436
2023-07-26 11:09:38,727 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.422
2023-07-26 11:09:38,739 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.423
2023-07-26 11:09:38,753 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.435
2023-07-26 11:09:38,769 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.485
2023-07-26 11:09:38,783 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.486
2023-07-26 11:09:38,797 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.495
2023-07-26 11:09:38,812 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.531
2023-07-26 11:09:38,827 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.533
2023-07-26 11:09:38,842 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.533
2023-07-26 11:09:38,855 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.549
2023-07-26 11:09:38,870 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.551
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2023-07-26 11:09:38,979 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.589
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2023-07-26 11:09:39,005 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.589
2023-07-26 11:09:39,018 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.633
2023-07-26 11:09:39,035 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.634
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2023-07-26 11:09:39,340 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.693
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2023-07-26 11:09:44,440 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 11:09:44,455 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 11:09:44,511 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.929, mIoU: 0.693
2023-07-26 11:09:44,528 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:09:44,541 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 11:09:44,556 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,571 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,584 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,599 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-26 11:09:44,641 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-26 11:09:44,671 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:44,686 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 11:09:44,701 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 11:09:44,715 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 11:09:44,731 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 11:09:44,745 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 11:09:44,774 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 11:09:44,789 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:44,802 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:44,815 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:44,831 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:44,846 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:44,860 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:44,875 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,888 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 11:09:44,902 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 11:09:44,915 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,925 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,939 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,953 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,968 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,983 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:44,998 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:45,015 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:45,030 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:45,038 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:45,048 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:45,062 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 11:09:45,075 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:45,091 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:45,104 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 11:09:45,119 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,135 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,150 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,165 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,180 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,192 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 11:09:45,207 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:45,221 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 11:09:45,234 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 11:09:45,249 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 11:09:45,260 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 11:09:45,274 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 11:09:45,288 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 11:09:45,302 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 11:09:45,317 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 11:09:45,333 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 11:09:45,343 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 11:09:45,356 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:09:45,370 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:09:45,385 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 11:09:45,398 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 11:09:45,411 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 11:09:45,424 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,439 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,454 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,469 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,477 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,492 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,508 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,521 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,536 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,550 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,563 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,579 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,591 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,607 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 11:09:45,652 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,666 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:09:45,678 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:09:45,693 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,707 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:09:45,721 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:09:45,734 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:09:45,750 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 11:09:45,765 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,779 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 11:09:45,792 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 11:09:45,806 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,820 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,835 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 11:09:45,850 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,864 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,877 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,891 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:09:45,906 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 11:09:45,919 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,934 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:09:45,945 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:09:45,960 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 11:09:45,972 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:09:45,984 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:09:45,996 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:09:46,012 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 11:09:46,027 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:09:46,042 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:09:46,056 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:09:46,065 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 11:09:46,080 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 11:09:46,095 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 11:09:46,110 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 11:09:46,125 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 11:09:46,139 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 11:09:46,152 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 11:09:46,165 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 11:09:46,195 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 11:09:46,210 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 11:09:46,222 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:09:46,236 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 11:09:46,251 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:09:46,265 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:09:46,280 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:09:46,293 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:46,308 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 11:09:46,324 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 11:09:46,341 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 11:09:46,355 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:46,370 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:46,385 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:46,398 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 11:09:46,412 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:46,427 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 11:09:46,498 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:46,515 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 11:09:46,539 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 11:09:46,950 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 11:09:46,989 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 11:09:47,110 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 11:09:47,183 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,198 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.934, mIoU: 0.720
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2023-07-26 11:09:47,227 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,240 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,254 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,267 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,282 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,296 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,311 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,325 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,340 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,355 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,369 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,383 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:47,396 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:47,410 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:47,429 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:47,444 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,459 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:47,469 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,483 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:47,498 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,512 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,527 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,540 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,553 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,568 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,585 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,600 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,615 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,628 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,642 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,654 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,668 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,682 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,696 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,711 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,725 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,739 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,751 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,766 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,780 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:47,792 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:47,804 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:47,818 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:47,833 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,847 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,860 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,874 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:09:47,889 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,904 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,916 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:47,929 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,937 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,952 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:47,967 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,981 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:47,996 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,012 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,026 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,041 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,056 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,069 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,084 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,098 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,113 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,128 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,140 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,153 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:48,166 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:48,179 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:48,193 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:48,206 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:48,219 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:48,233 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:48,248 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:48,259 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:48,273 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:48,286 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,297 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,311 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,326 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,341 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,356 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,371 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,386 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,399 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,413 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,428 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,444 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,460 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,474 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 11:09:48,490 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 11:09:48,503 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:48,516 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 11:09:48,529 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,544 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,561 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,574 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,587 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,602 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,617 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:48,632 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:48,647 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:48,662 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:48,675 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:48,689 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,702 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:48,716 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,730 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,744 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,759 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,772 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,787 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,802 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,814 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,826 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,842 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:48,857 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:48,872 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:48,887 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:48,899 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:48,912 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:48,926 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,939 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,954 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:48,971 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:48,984 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:48,999 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,013 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,028 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,043 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,056 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,069 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,083 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,098 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,110 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,125 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,139 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,153 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,165 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,180 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,194 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,210 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,223 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,236 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,249 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,265 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,278 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,291 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,306 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,321 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,334 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,350 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,367 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,384 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:49,400 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,413 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,425 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,439 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,452 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,464 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,477 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:49,492 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,504 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,517 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,530 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,545 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,559 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,574 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,587 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,599 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,613 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,627 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,642 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:49,656 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:49,669 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:49,682 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,693 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,709 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,725 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,740 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,754 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:49,765 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,778 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,793 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,808 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,821 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,836 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,850 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,865 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,877 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,892 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,904 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:49,918 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,933 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,945 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:49,960 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:49,974 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:49,988 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,003 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,017 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,032 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,046 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,059 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,075 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,090 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,103 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,117 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,130 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,147 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,161 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,178 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,193 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,205 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,219 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,236 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,251 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,264 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,280 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,294 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,307 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,320 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,335 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,349 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,361 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,373 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,389 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,403 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:50,418 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,430 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:50,444 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:50,458 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,473 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,487 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,500 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,516 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,530 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 11:09:50,545 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,560 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,573 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,589 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,602 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 11:09:50,617 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,633 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,648 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,663 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,678 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,692 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,705 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,720 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,734 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,749 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,763 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,772 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,786 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,798 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,812 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,827 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,841 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:50,854 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,868 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:50,882 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,896 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,911 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,926 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:50,938 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:50,953 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:50,967 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,985 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:50,998 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,013 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,027 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,042 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,054 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,068 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,082 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,095 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:51,109 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,123 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,136 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,149 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,162 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 11:09:51,176 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 11:09:51,190 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 11:09:51,205 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,219 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,234 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,249 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 11:09:51,261 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:51,274 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:51,288 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,301 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,314 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,329 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,343 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,358 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,373 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,386 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,399 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,416 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,430 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,443 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,458 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,470 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,485 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,499 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,516 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,531 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,546 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,555 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,571 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,586 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,599 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,613 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,628 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,643 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,656 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,671 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,686 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,701 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,715 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,730 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,746 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,761 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,774 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,788 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,803 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,816 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,829 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,843 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,858 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,872 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,880 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:51,893 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,905 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,917 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,929 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,944 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,958 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,974 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:51,987 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,000 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,016 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,027 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,043 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,056 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,072 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,087 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,102 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,117 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,128 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,141 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,155 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,169 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,183 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,198 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,210 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,220 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,231 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,243 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,254 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,268 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,280 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,294 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:52,309 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,324 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,337 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,352 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,366 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,381 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,396 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,410 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,426 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,440 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,455 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:52,468 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,480 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,495 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,507 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,523 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,536 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,550 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,565 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,583 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,598 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,612 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,627 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,642 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,657 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,671 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,684 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,697 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,712 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,727 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 11:09:52,742 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 11:09:52,756 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 11:09:52,771 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 11:09:52,786 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 11:09:52,800 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,814 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,826 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,841 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,851 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,863 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:52,877 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,889 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,903 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,917 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 11:09:52,931 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,947 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,963 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,977 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:52,992 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,005 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,020 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,032 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,047 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,062 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,075 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,089 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,102 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,117 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,132 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,147 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,161 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,176 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,189 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,201 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,216 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,229 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,242 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,257 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,271 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,285 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 11:09:53,298 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 11:09:53,311 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,326 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,341 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,356 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,370 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,383 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,398 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,413 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 11:09:53,429 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,446 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,461 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,476 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,490 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,505 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,521 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,536 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,550 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,564 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,576 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,590 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,605 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,619 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,631 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 11:09:53,645 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 11:09:53,659 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,674 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,687 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,701 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,715 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,729 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,744 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,758 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,773 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,786 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,801 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,816 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,829 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,843 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,855 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 11:09:53,863 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,877 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,892 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,904 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 11:09:53,918 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:53,933 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:53,945 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:53,957 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:53,972 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:53,986 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:54,001 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,017 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,030 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,047 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,061 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,074 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 11:09:54,089 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,103 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,118 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,130 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,142 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,157 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,171 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,186 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,201 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,214 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,229 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,243 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,256 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,271 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,287 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,303 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,317 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,330 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,345 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,360 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,375 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,390 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,402 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,417 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,430 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,444 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,457 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,472 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,486 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,500 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,515 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,525 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,537 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,553 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 11:09:54,625 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,638 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,651 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,666 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,679 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,693 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,705 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,718 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 11:09:54,747 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,761 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 11:09:54,776 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 11:09:54,804 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 11:09:54,831 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 11:09:54,846 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 11:09:55,229 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 11:09:55,338 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,349 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,363 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,378 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,392 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,404 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,420 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,436 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,452 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,466 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,481 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,496 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,507 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,522 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,537 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,551 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,564 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:55,576 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,591 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,605 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,620 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,632 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,648 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,660 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,673 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,688 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,703 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,717 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:55,732 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,748 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,761 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,775 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,790 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,805 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,819 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,832 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,845 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,860 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,875 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,890 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,903 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,916 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,931 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:55,946 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,959 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,972 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:55,987 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,002 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,016 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,030 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,045 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,060 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,072 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,086 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,100 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,113 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,127 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,141 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,155 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,169 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,183 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 11:09:56,197 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,211 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,225 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,240 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,255 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,270 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,285 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,301 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,316 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,328 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,342 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,356 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,372 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,385 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,400 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,415 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,429 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,444 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,459 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,474 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,488 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,501 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,513 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,525 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:56,538 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,550 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,564 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 11:09:56,578 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,591 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,603 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,617 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,628 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,642 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,657 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,672 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 11:09:56,687 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 11:09:56,702 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.722
2023-07-26 11:09:56,714 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,729 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 11:09:56,744 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,756 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,771 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,787 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,802 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,815 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,830 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,846 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,860 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,875 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:56,887 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,902 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,917 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,932 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,947 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,959 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:56,974 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:56,989 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,004 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,019 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,033 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,048 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,062 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,072 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,086 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,099 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,111 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,128 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,142 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,156 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,168 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,180 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,193 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,207 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,221 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,235 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,249 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.935, mIoU: 0.725
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2023-07-26 11:09:57,291 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,304 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,318 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,332 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,344 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 11:09:57,359 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.935, mIoU: 0.725
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2023-07-26 11:09:57,384 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.935, mIoU: 0.725
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2023-07-26 11:09:57,413 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,427 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,440 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.935, mIoU: 0.724
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2023-07-26 11:09:57,467 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 11:09:57,483 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 11:09:57,498 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.935, mIoU: 0.723
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2023-07-26 11:09:57,582 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.934, mIoU: 0.723
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2023-07-26 11:09:57,646 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.722
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2023-07-26 11:09:57,842 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.934, mIoU: 0.720
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2023-07-26 11:09:57,931 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.934, mIoU: 0.721
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2023-07-26 11:09:57,960 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.934, mIoU: 0.721
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2023-07-26 11:09:57,987 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:58,000 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:58,014 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:58,029 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:58,043 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 11:09:58,058 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,072 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,087 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,101 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,114 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,129 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,141 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,156 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,171 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,186 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,200 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,213 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,227 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,242 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,256 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,271 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,286 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,302 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,317 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,330 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,344 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,357 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,372 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,387 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,401 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,416 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,431 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,445 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,454 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,469 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,482 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,498 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,512 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,527 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,541 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,552 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,561 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,577 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,591 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,605 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,618 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,632 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,646 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,658 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,673 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,687 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,701 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,716 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,728 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,743 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,757 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,772 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,784 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,800 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,815 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 11:09:58,830 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,846 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,859 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,873 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,888 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 11:09:58,905 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 11:10:15,421 semantic_segmentation INFO: Iters: 104010/150000 || Lr: 0.006902 || Task Loss: 0.3123 || KD Loss: 0.0449|| 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, 0:23:59 || Estimated Time: 21:24:03
2023-07-26 11:10:32,118 semantic_segmentation INFO: Iters: 104020/150000 || Lr: 0.006900 || Task Loss: 0.3636 || KD Loss: 0.0580|| 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, 0:24:16 || Estimated Time: 21:23:46
2023-07-26 11:10:48,755 semantic_segmentation INFO: Iters: 104030/150000 || Lr: 0.006899 || Task Loss: 0.4783 || KD Loss: 0.0580|| 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, 0:24:33 || Estimated Time: 21:23:29
2023-07-26 11:11:05,373 semantic_segmentation INFO: Iters: 104040/150000 || Lr: 0.006898 || Task Loss: 0.2860 || KD Loss: 0.0682|| 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, 0:24:49 || Estimated Time: 21:23:12
2023-07-26 11:11:22,159 semantic_segmentation INFO: Iters: 104050/150000 || Lr: 0.006896 || Task Loss: 0.3499 || KD Loss: 0.0602|| 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, 0:25:06 || Estimated Time: 21:22:56
2023-07-26 11:11:38,837 semantic_segmentation INFO: Iters: 104060/150000 || Lr: 0.006895 || Task Loss: 0.4444 || KD Loss: 0.0567|| 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, 0:25:23 || Estimated Time: 21:22:39
2023-07-26 11:11:55,554 semantic_segmentation INFO: Iters: 104070/150000 || Lr: 0.006894 || Task Loss: 0.2744 || KD Loss: 0.0285|| 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, 0:25:40 || Estimated Time: 21:22:22
2023-07-26 11:12:12,248 semantic_segmentation INFO: Iters: 104080/150000 || Lr: 0.006892 || Task Loss: 0.2703 || KD Loss: 0.0434|| 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, 0:25:56 || Estimated Time: 21:22:05
2023-07-26 11:12:28,806 semantic_segmentation INFO: Iters: 104090/150000 || Lr: 0.006891 || Task Loss: 0.3521 || KD Loss: 0.0359|| 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, 0:26:13 || Estimated Time: 21:21:48
2023-07-26 11:12:45,376 semantic_segmentation INFO: Iters: 104100/150000 || Lr: 0.006890 || Task Loss: 0.4695 || KD Loss: 0.0630|| 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, 0:26:29 || Estimated Time: 21:21:32
2023-07-26 11:13:01,952 semantic_segmentation INFO: Iters: 104110/150000 || Lr: 0.006888 || Task Loss: 0.2252 || KD Loss: 0.0369|| 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, 0:26:46 || Estimated Time: 21:21:15
2023-07-26 11:13:18,510 semantic_segmentation INFO: Iters: 104120/150000 || Lr: 0.006887 || Task Loss: 0.4979 || KD Loss: 0.0799|| 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, 0:27:02 || Estimated Time: 21:20:58
2023-07-26 11:13:35,096 semantic_segmentation INFO: Iters: 104130/150000 || Lr: 0.006885 || Task Loss: 0.4028 || KD Loss: 0.0696|| 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, 0:27:19 || Estimated Time: 21:20:41
2023-07-26 11:13:55,084 semantic_segmentation INFO: Iters: 104140/150000 || Lr: 0.006884 || Task Loss: 0.3294 || KD Loss: 0.0417|| 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, 0:27:39 || Estimated Time: 21:20:26
2023-07-26 11:14:11,903 semantic_segmentation INFO: Iters: 104150/150000 || Lr: 0.006883 || Task Loss: 0.3474 || KD Loss: 0.0444|| 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, 0:27:56 || Estimated Time: 21:20:09
2023-07-26 11:14:28,550 semantic_segmentation INFO: Iters: 104160/150000 || Lr: 0.006881 || Task Loss: 0.2280 || KD Loss: 0.0485|| 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, 0:28:13 || Estimated Time: 21:19:52
2023-07-26 11:14:45,188 semantic_segmentation INFO: Iters: 104170/150000 || Lr: 0.006880 || Task Loss: 0.2731 || KD Loss: 0.0428|| 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, 0:28:29 || Estimated Time: 21:19:35
2023-07-26 11:15:01,720 semantic_segmentation INFO: Iters: 104180/150000 || Lr: 0.006879 || Task Loss: 0.2977 || 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, 0:28:46 || Estimated Time: 21:19:19
2023-07-26 11:15:18,416 semantic_segmentation INFO: Iters: 104190/150000 || Lr: 0.006877 || Task Loss: 0.3888 || KD Loss: 0.1013|| 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, 0:29:02 || Estimated Time: 21:19:02
2023-07-26 11:15:35,089 semantic_segmentation INFO: Iters: 104200/150000 || Lr: 0.006876 || Task Loss: 0.2651 || KD Loss: 0.0475|| 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, 0:29:19 || Estimated Time: 21:18:45
2023-07-26 11:15:51,663 semantic_segmentation INFO: Iters: 104210/150000 || Lr: 0.006875 || Task Loss: 0.4367 || KD Loss: 0.0675|| 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, 0:29:36 || Estimated Time: 21:18:28
2023-07-26 11:16:08,269 semantic_segmentation INFO: Iters: 104220/150000 || Lr: 0.006873 || Task Loss: 0.2988 || KD Loss: 0.0525|| 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, 0:29:52 || Estimated Time: 21:18:11
2023-07-26 11:16:25,391 semantic_segmentation INFO: Iters: 104230/150000 || Lr: 0.006872 || Task Loss: 0.3825 || KD Loss: 0.0590|| 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, 0:30:09 || Estimated Time: 21:17:55
2023-07-26 11:16:41,861 semantic_segmentation INFO: Iters: 104240/150000 || Lr: 0.006871 || Task Loss: 0.3210 || KD Loss: 0.0428|| 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, 0:30:26 || Estimated Time: 21:17:38
2023-07-26 11:16:58,487 semantic_segmentation INFO: Iters: 104250/150000 || Lr: 0.006869 || Task Loss: 0.2720 || KD Loss: 0.0340|| 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, 0:30:42 || Estimated Time: 21:17:21
2023-07-26 11:17:15,233 semantic_segmentation INFO: Iters: 104260/150000 || Lr: 0.006868 || Task Loss: 0.5593 || KD Loss: 0.0582|| 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: 2 days, 0:30:59 || Estimated Time: 21:17:04
2023-07-26 11:17:31,842 semantic_segmentation INFO: Iters: 104270/150000 || Lr: 0.006867 || Task Loss: 0.3146 || KD Loss: 0.0507|| 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, 0:31:16 || Estimated Time: 21:16:48
2023-07-26 11:17:48,421 semantic_segmentation INFO: Iters: 104280/150000 || Lr: 0.006865 || Task Loss: 0.3923 || KD Loss: 0.0579|| 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, 0:31:32 || Estimated Time: 21:16:31
2023-07-26 11:18:05,058 semantic_segmentation INFO: Iters: 104290/150000 || Lr: 0.006864 || Task Loss: 0.2842 || KD Loss: 0.0446|| 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, 0:31:49 || Estimated Time: 21:16:14
2023-07-26 11:18:21,770 semantic_segmentation INFO: Iters: 104300/150000 || Lr: 0.006862 || Task Loss: 0.3377 || KD Loss: 0.0447|| 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, 0:32:06 || Estimated Time: 21:15:57
2023-07-26 11:18:38,366 semantic_segmentation INFO: Iters: 104310/150000 || Lr: 0.006861 || Task Loss: 0.3476 || KD Loss: 0.0718|| 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, 0:32:22 || Estimated Time: 21:15:40
2023-07-26 11:18:55,290 semantic_segmentation INFO: Iters: 104320/150000 || Lr: 0.006860 || Task Loss: 0.3400 || KD Loss: 0.0348|| 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, 0:32:39 || Estimated Time: 21:15:24
2023-07-26 11:19:11,765 semantic_segmentation INFO: Iters: 104330/150000 || Lr: 0.006858 || Task Loss: 0.3649 || KD Loss: 0.0687|| 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, 0:32:56 || Estimated Time: 21:15:07
2023-07-26 11:19:28,349 semantic_segmentation INFO: Iters: 104340/150000 || Lr: 0.006857 || Task Loss: 0.3520 || KD Loss: 0.0531|| 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, 0:33:12 || Estimated Time: 21:14:50
2023-07-26 11:19:45,040 semantic_segmentation INFO: Iters: 104350/150000 || Lr: 0.006856 || Task Loss: 0.3863 || KD Loss: 0.0427|| 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, 0:33:29 || Estimated Time: 21:14:33
2023-07-26 11:20:01,850 semantic_segmentation INFO: Iters: 104360/150000 || Lr: 0.006854 || Task Loss: 0.3040 || KD Loss: 0.0361|| 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, 0:33:46 || Estimated Time: 21:14:16
2023-07-26 11:20:18,514 semantic_segmentation INFO: Iters: 104370/150000 || Lr: 0.006853 || Task Loss: 0.3023 || KD Loss: 0.0390|| 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, 0:34:02 || Estimated Time: 21:14:00
2023-07-26 11:20:35,119 semantic_segmentation INFO: Iters: 104380/150000 || Lr: 0.006852 || Task Loss: 0.2574 || 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, 0:34:19 || Estimated Time: 21:13:43
2023-07-26 11:20:51,703 semantic_segmentation INFO: Iters: 104390/150000 || Lr: 0.006850 || Task Loss: 0.3358 || KD Loss: 0.0467|| 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, 0:34:36 || Estimated Time: 21:13:26
2023-07-26 11:21:08,395 semantic_segmentation INFO: Iters: 104400/150000 || Lr: 0.006849 || Task Loss: 0.2432 || KD Loss: 0.0434|| 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, 0:34:52 || Estimated Time: 21:13:09
2023-07-26 11:21:25,076 semantic_segmentation INFO: Iters: 104410/150000 || Lr: 0.006848 || Task Loss: 0.3276 || KD Loss: 0.0602|| 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, 0:35:09 || Estimated Time: 21:12:52
2023-07-26 11:21:41,719 semantic_segmentation INFO: Iters: 104420/150000 || Lr: 0.006846 || Task Loss: 0.3356 || KD Loss: 0.0491|| 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, 0:35:26 || Estimated Time: 21:12:36
2023-07-26 11:21:58,371 semantic_segmentation INFO: Iters: 104430/150000 || Lr: 0.006845 || Task Loss: 0.2005 || KD Loss: 0.0311|| 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, 0:35:42 || Estimated Time: 21:12:19
2023-07-26 11:22:15,058 semantic_segmentation INFO: Iters: 104440/150000 || Lr: 0.006844 || Task Loss: 0.2647 || KD Loss: 0.0289|| 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, 0:35:59 || Estimated Time: 21:12:02
2023-07-26 11:22:31,766 semantic_segmentation INFO: Iters: 104450/150000 || Lr: 0.006842 || Task Loss: 0.2584 || KD Loss: 0.0491|| 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, 0:36:16 || Estimated Time: 21:11:45
2023-07-26 11:22:48,427 semantic_segmentation INFO: Iters: 104460/150000 || Lr: 0.006841 || Task Loss: 0.3836 || KD Loss: 0.0703|| 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, 0:36:32 || Estimated Time: 21:11:29
2023-07-26 11:23:05,015 semantic_segmentation INFO: Iters: 104470/150000 || Lr: 0.006839 || Task Loss: 0.3342 || KD Loss: 0.0359|| 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, 0:36:49 || Estimated Time: 21:11:12
2023-07-26 11:23:21,692 semantic_segmentation INFO: Iters: 104480/150000 || Lr: 0.006838 || Task Loss: 0.3743 || KD Loss: 0.0658|| 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, 0:37:06 || Estimated Time: 21:10:55
2023-07-26 11:23:38,433 semantic_segmentation INFO: Iters: 104490/150000 || Lr: 0.006837 || Task Loss: 0.2038 || KD Loss: 0.0512|| 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, 0:37:22 || Estimated Time: 21:10:38
2023-07-26 11:23:55,192 semantic_segmentation INFO: Iters: 104500/150000 || Lr: 0.006835 || Task Loss: 0.3115 || KD Loss: 0.0631|| 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, 0:37:39 || Estimated Time: 21:10:21
2023-07-26 11:24:11,803 semantic_segmentation INFO: Iters: 104510/150000 || Lr: 0.006834 || Task Loss: 0.3203 || KD Loss: 0.0524|| 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, 0:37:56 || Estimated Time: 21:10:05
2023-07-26 11:24:28,522 semantic_segmentation INFO: Iters: 104520/150000 || Lr: 0.006833 || Task Loss: 0.4422 || KD Loss: 0.0847|| 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, 0:38:13 || Estimated Time: 21:09:48
2023-07-26 11:24:45,185 semantic_segmentation INFO: Iters: 104530/150000 || Lr: 0.006831 || Task Loss: 0.3915 || KD Loss: 0.0556|| 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, 0:38:29 || Estimated Time: 21:09:31
2023-07-26 11:25:01,818 semantic_segmentation INFO: Iters: 104540/150000 || Lr: 0.006830 || Task Loss: 0.2978 || KD Loss: 0.0614|| 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, 0:38:46 || Estimated Time: 21:09:14
2023-07-26 11:25:18,559 semantic_segmentation INFO: Iters: 104550/150000 || Lr: 0.006829 || Task Loss: 0.4622 || KD Loss: 0.0828|| 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, 0:39:03 || Estimated Time: 21:08:57
2023-07-26 11:25:35,275 semantic_segmentation INFO: Iters: 104560/150000 || Lr: 0.006827 || Task Loss: 0.2531 || KD Loss: 0.0462|| 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, 0:39:19 || Estimated Time: 21:08:41
2023-07-26 11:25:51,937 semantic_segmentation INFO: Iters: 104570/150000 || Lr: 0.006826 || Task Loss: 0.4422 || KD Loss: 0.0593|| 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, 0:39:36 || Estimated Time: 21:08:24
2023-07-26 11:26:08,536 semantic_segmentation INFO: Iters: 104580/150000 || Lr: 0.006825 || Task Loss: 0.3488 || KD Loss: 0.0671|| 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, 0:39:53 || Estimated Time: 21:08:07
2023-07-26 11:26:25,211 semantic_segmentation INFO: Iters: 104590/150000 || Lr: 0.006823 || Task Loss: 0.3974 || KD Loss: 0.0408|| 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, 0:40:09 || Estimated Time: 21:07:50
2023-07-26 11:26:41,924 semantic_segmentation INFO: Iters: 104600/150000 || Lr: 0.006822 || Task Loss: 0.2619 || KD Loss: 0.0420|| 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, 0:40:26 || Estimated Time: 21:07:34
2023-07-26 11:26:58,594 semantic_segmentation INFO: Iters: 104610/150000 || Lr: 0.006821 || Task Loss: 0.2513 || KD Loss: 0.0407|| 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, 0:40:43 || Estimated Time: 21:07:17
2023-07-26 11:27:15,323 semantic_segmentation INFO: Iters: 104620/150000 || Lr: 0.006819 || Task Loss: 0.2242 || KD Loss: 0.0286|| 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, 0:40:59 || Estimated Time: 21:07:00
2023-07-26 11:27:32,077 semantic_segmentation INFO: Iters: 104630/150000 || Lr: 0.006818 || Task Loss: 0.3463 || KD Loss: 0.0613|| 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, 0:41:16 || Estimated Time: 21:06:43
2023-07-26 11:27:48,676 semantic_segmentation INFO: Iters: 104640/150000 || Lr: 0.006817 || Task Loss: 0.3118 || KD Loss: 0.0560|| 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, 0:41:33 || Estimated Time: 21:06:26
2023-07-26 11:28:05,361 semantic_segmentation INFO: Iters: 104650/150000 || Lr: 0.006815 || Task Loss: 0.2416 || KD Loss: 0.0348|| 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, 0:41:49 || Estimated Time: 21:06:10
2023-07-26 11:28:21,972 semantic_segmentation INFO: Iters: 104660/150000 || Lr: 0.006814 || Task Loss: 0.2882 || KD Loss: 0.0431|| 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, 0:42:06 || Estimated Time: 21:05:53
2023-07-26 11:28:38,639 semantic_segmentation INFO: Iters: 104670/150000 || Lr: 0.006812 || Task Loss: 0.3495 || KD Loss: 0.0832|| 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, 0:42:23 || Estimated Time: 21:05:36
2023-07-26 11:28:55,217 semantic_segmentation INFO: Iters: 104680/150000 || Lr: 0.006811 || Task Loss: 0.2864 || KD Loss: 0.0700|| 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, 0:42:39 || Estimated Time: 21:05:19
2023-07-26 11:29:11,925 semantic_segmentation INFO: Iters: 104690/150000 || Lr: 0.006810 || Task Loss: 0.3104 || KD Loss: 0.0566|| 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, 0:42:56 || Estimated Time: 21:05:02
2023-07-26 11:29:28,627 semantic_segmentation INFO: Iters: 104700/150000 || Lr: 0.006808 || Task Loss: 0.4070 || KD Loss: 0.0568|| 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, 0:43:13 || Estimated Time: 21:04:46
2023-07-26 11:29:45,309 semantic_segmentation INFO: Iters: 104710/150000 || Lr: 0.006807 || Task Loss: 0.2679 || KD Loss: 0.0508|| 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, 0:43:29 || Estimated Time: 21:04:29
2023-07-26 11:30:01,961 semantic_segmentation INFO: Iters: 104720/150000 || Lr: 0.006806 || Task Loss: 0.3739 || KD Loss: 0.0615|| 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, 0:43:46 || Estimated Time: 21:04:12
2023-07-26 11:30:18,630 semantic_segmentation INFO: Iters: 104730/150000 || Lr: 0.006804 || Task Loss: 0.3872 || KD Loss: 0.0529|| 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, 0:44:03 || Estimated Time: 21:03:55
2023-07-26 11:30:35,375 semantic_segmentation INFO: Iters: 104740/150000 || Lr: 0.006803 || Task Loss: 0.3843 || KD Loss: 0.0483|| 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, 0:44:19 || Estimated Time: 21:03:39
2023-07-26 11:30:52,063 semantic_segmentation INFO: Iters: 104750/150000 || Lr: 0.006802 || Task Loss: 0.2579 || KD Loss: 0.0344|| 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, 0:44:36 || Estimated Time: 21:03:22
2023-07-26 11:31:08,841 semantic_segmentation INFO: Iters: 104760/150000 || Lr: 0.006800 || Task Loss: 0.3054 || KD Loss: 0.0353|| 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, 0:44:53 || Estimated Time: 21:03:05
2023-07-26 11:31:25,564 semantic_segmentation INFO: Iters: 104770/150000 || Lr: 0.006799 || Task Loss: 0.3259 || KD Loss: 0.1025|| 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, 0:45:10 || Estimated Time: 21:02:48
2023-07-26 11:31:42,191 semantic_segmentation INFO: Iters: 104780/150000 || Lr: 0.006798 || Task Loss: 0.2308 || KD Loss: 0.0266|| 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, 0:45:26 || Estimated Time: 21:02:31
2023-07-26 11:31:58,930 semantic_segmentation INFO: Iters: 104790/150000 || Lr: 0.006796 || Task Loss: 0.3348 || KD Loss: 0.0669|| 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, 0:45:43 || Estimated Time: 21:02:15
2023-07-26 11:32:15,538 semantic_segmentation INFO: Iters: 104800/150000 || Lr: 0.006795 || Task Loss: 0.3334 || KD Loss: 0.0708|| 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, 0:46:00 || Estimated Time: 21:01:58
2023-07-26 11:32:15,660 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 11:32:16,139 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-26 11:32:16,152 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 11:32:16,164 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.172
2023-07-26 11:32:16,177 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-26 11:32:16,190 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.248
2023-07-26 11:32:16,202 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.289
2023-07-26 11:32:16,216 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.332
2023-07-26 11:32:16,231 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-26 11:32:16,243 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.368
2023-07-26 11:32:16,257 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.411
2023-07-26 11:32:16,271 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.451
2023-07-26 11:32:16,286 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.498
2023-07-26 11:32:16,298 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.457
2023-07-26 11:32:16,312 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.915, mIoU: 0.430
2023-07-26 11:32:16,326 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.428
2023-07-26 11:32:16,341 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.920, mIoU: 0.423
2023-07-26 11:32:16,353 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.911, mIoU: 0.407
2023-07-26 11:32:16,366 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.913, mIoU: 0.407
2023-07-26 11:32:16,379 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.406
2023-07-26 11:32:16,395 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.468
2023-07-26 11:32:16,408 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.451
2023-07-26 11:32:16,424 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.911, mIoU: 0.455
2023-07-26 11:32:16,439 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.910, mIoU: 0.482
2023-07-26 11:32:16,455 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.912, mIoU: 0.484
2023-07-26 11:32:16,471 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.486
2023-07-26 11:32:16,485 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.485
2023-07-26 11:32:16,500 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.490
2023-07-26 11:32:16,511 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.491
2023-07-26 11:32:16,526 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.483
2023-07-26 11:32:16,541 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.484
2023-07-26 11:32:16,554 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.490
2023-07-26 11:32:16,570 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.489
2023-07-26 11:32:16,584 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.497
2023-07-26 11:32:16,600 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.494
2023-07-26 11:32:16,615 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.512
2023-07-26 11:32:16,631 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.512
2023-07-26 11:32:16,644 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.515
2023-07-26 11:32:16,657 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.560
2023-07-26 11:32:16,674 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-26 11:32:16,687 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.569
2023-07-26 11:32:16,700 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.584
2023-07-26 11:32:16,715 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.583
2023-07-26 11:32:16,729 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.574
2023-07-26 11:32:16,742 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.574
2023-07-26 11:32:16,757 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.928, mIoU: 0.586
2023-07-26 11:32:16,772 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-26 11:32:16,785 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-26 11:32:16,798 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-26 11:32:16,812 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.595
2023-07-26 11:32:16,828 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-26 11:32:16,844 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-26 11:32:16,859 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-26 11:32:16,872 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.588
2023-07-26 11:32:16,887 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.589
2023-07-26 11:32:16,902 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.595
2023-07-26 11:32:16,915 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.594
2023-07-26 11:32:16,930 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.595
2023-07-26 11:32:16,947 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.595
2023-07-26 11:32:16,960 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.596
2023-07-26 11:32:16,974 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.634
2023-07-26 11:32:16,987 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-26 11:32:17,002 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.636
2023-07-26 11:32:17,015 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.635
2023-07-26 11:32:17,033 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-26 11:32:17,046 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-26 11:32:17,061 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-26 11:32:17,077 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-26 11:32:17,090 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-26 11:32:17,106 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-26 11:32:17,122 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-26 11:32:17,137 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-26 11:32:17,151 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-26 11:32:17,166 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-26 11:32:17,181 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-26 11:32:17,196 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-26 11:32:17,211 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.696
2023-07-26 11:32:17,226 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 11:32:17,235 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 11:32:17,249 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 11:32:17,265 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-26 11:32:17,277 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-26 11:32:17,292 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 11:32:17,306 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 11:32:17,321 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-26 11:32:17,335 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-26 11:32:17,350 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-26 11:32:17,365 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.922, mIoU: 0.659
2023-07-26 11:32:17,381 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-26 11:32:17,395 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.657
2023-07-26 11:32:17,408 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.922, mIoU: 0.657
2023-07-26 11:32:17,422 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.922, mIoU: 0.654
2023-07-26 11:32:17,438 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.654
2023-07-26 11:32:17,453 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.657
2023-07-26 11:32:17,468 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 11:32:17,483 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.666
2023-07-26 11:32:17,497 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.664
2023-07-26 11:32:17,510 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.664
2023-07-26 11:32:17,523 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 11:32:17,538 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 11:32:17,552 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 11:32:17,567 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 11:32:17,582 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 11:32:17,595 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 11:32:17,610 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 11:32:17,626 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 11:32:17,639 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 11:32:17,654 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.923, mIoU: 0.667
2023-07-26 11:32:17,669 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 11:32:17,682 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.924, mIoU: 0.668
2023-07-26 11:32:17,695 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.667
2023-07-26 11:32:17,708 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.670
2023-07-26 11:32:17,721 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 11:32:17,736 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 11:32:17,751 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.670
2023-07-26 11:32:17,766 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 11:32:17,779 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 11:32:17,792 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 11:32:17,807 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 11:32:17,820 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 11:32:17,834 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.665
2023-07-26 11:32:17,849 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 11:32:17,863 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-26 11:32:17,876 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-26 11:32:17,891 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 11:32:17,907 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 11:32:17,915 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 11:32:17,927 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-26 11:32:17,942 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 11:32:17,951 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-26 11:32:17,964 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 11:32:17,979 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 11:32:17,994 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.674
2023-07-26 11:32:18,007 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 11:32:18,022 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.676
2023-07-26 11:32:18,035 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 11:32:18,048 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.675
2023-07-26 11:32:18,062 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 11:32:18,075 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 11:32:18,090 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 11:32:18,104 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.926, mIoU: 0.670
2023-07-26 11:32:18,120 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 11:32:18,134 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 11:32:18,149 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 11:32:18,165 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 11:32:18,179 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 11:32:18,193 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 11:32:18,208 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 11:32:18,222 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-26 11:32:18,232 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.688
2023-07-26 11:32:18,247 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.690
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2023-07-26 11:32:18,516 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.922, mIoU: 0.655
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2023-07-26 11:32:21,054 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 11:32:21,070 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.930, mIoU: 0.688
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2023-07-26 11:32:21,115 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 11:32:21,128 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 11:32:21,141 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 11:32:21,155 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-26 11:32:21,182 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 11:32:21,196 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 11:32:21,209 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 11:32:21,218 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 11:32:21,227 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 11:32:21,241 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 11:32:21,254 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 11:32:21,266 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.930, mIoU: 0.688
2023-07-26 11:32:21,280 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:21,295 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:21,308 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:21,321 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-26 11:32:21,363 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:21,376 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:21,392 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 11:32:21,407 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 11:32:21,424 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.929, mIoU: 0.685
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2023-07-26 11:32:21,452 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.928, mIoU: 0.680
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2023-07-26 11:32:21,481 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 11:32:21,496 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 11:32:21,511 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.928, mIoU: 0.681
2023-07-26 11:32:21,525 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 11:32:21,540 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 11:32:21,556 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.928, mIoU: 0.679
2023-07-26 11:32:21,571 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.929, mIoU: 0.679
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2023-07-26 11:32:21,630 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 11:32:21,645 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.929, mIoU: 0.680
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2023-07-26 11:32:21,675 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 11:32:21,690 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.929, mIoU: 0.681
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2023-07-26 11:32:21,717 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:32:21,731 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 11:32:21,744 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.928, mIoU: 0.681
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2023-07-26 11:32:21,774 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 11:32:21,789 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.928, mIoU: 0.680
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2023-07-26 11:32:21,814 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.929, mIoU: 0.680
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2023-07-26 11:32:21,843 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.929, mIoU: 0.679
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2023-07-26 11:32:21,886 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.929, mIoU: 0.679
2023-07-26 11:32:21,901 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 11:32:21,914 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 11:32:21,928 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.929, mIoU: 0.678
2023-07-26 11:32:21,943 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.929, mIoU: 0.678
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2023-07-26 11:32:21,972 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.928, mIoU: 0.678
2023-07-26 11:32:21,986 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 11:32:21,999 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 11:32:22,012 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 11:32:22,024 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.928, mIoU: 0.677
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2023-07-26 11:32:22,097 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 11:32:22,114 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.929, mIoU: 0.680
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2023-07-26 11:32:22,143 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 11:32:22,156 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.675
2023-07-26 11:32:22,171 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.926, mIoU: 0.676
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2023-07-26 11:32:22,228 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 11:32:22,284 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-26 11:32:22,357 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-26 11:32:22,388 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.681
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2023-07-26 11:32:22,420 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 11:32:22,451 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,466 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:22,480 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,493 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,509 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,525 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,541 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 11:32:22,556 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 11:32:22,569 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 11:32:22,583 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.927, mIoU: 0.681
2023-07-26 11:32:22,596 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.927, mIoU: 0.681
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2023-07-26 11:32:22,664 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 11:32:22,828 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:22,843 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.683
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2023-07-26 11:32:22,871 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 11:32:22,886 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 11:32:22,901 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 11:32:22,914 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 11:32:22,930 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 11:32:22,941 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.929, mIoU: 0.686
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2023-07-26 11:32:23,037 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 11:32:23,106 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 11:32:23,121 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 11:32:23,150 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:32:23,159 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 11:32:23,202 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 11:32:23,216 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:32:23,231 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:32:23,245 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.931, mIoU: 0.695
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2023-07-26 11:32:23,274 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:32:23,289 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.931, mIoU: 0.696
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2023-07-26 11:32:23,351 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 11:32:23,379 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.930, mIoU: 0.692
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2023-07-26 11:32:23,532 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 11:32:23,820 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 11:32:23,860 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,875 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,889 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 11:32:23,904 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 11:32:23,916 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,928 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 11:32:23,943 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,956 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,971 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:32:23,983 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 11:32:23,998 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,014 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,029 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,042 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,058 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,073 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,086 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,101 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,116 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,131 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,146 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,159 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,174 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,189 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 11:32:24,205 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,215 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,230 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,245 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,257 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,272 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,284 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,299 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,313 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,328 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,340 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,352 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,365 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,380 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,394 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,409 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,423 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,438 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,451 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,467 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,483 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,496 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,510 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 11:32:24,525 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 11:32:24,540 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,555 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,570 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,581 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,596 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,612 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,626 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,641 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 11:32:24,655 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 11:32:24,667 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:32:24,681 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,696 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,710 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,723 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,737 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,751 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:32:24,766 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 11:32:24,780 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 11:32:24,795 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,811 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,826 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,841 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,856 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,869 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:24,884 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:24,899 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:24,914 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:24,927 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:24,943 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:24,957 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:24,972 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:24,987 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,003 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,017 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,031 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,045 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,059 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,072 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,086 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,100 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:25,118 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:25,132 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,146 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,156 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,168 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,182 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,195 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:25,209 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:25,222 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:25,235 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:25,249 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 11:32:25,265 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,280 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,295 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,308 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,321 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,334 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,348 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,363 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:32:25,377 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 11:32:25,392 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,406 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,422 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,435 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,450 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,466 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,479 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,493 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,507 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,522 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,537 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:25,550 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,564 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,580 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:25,594 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:32:25,607 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:32:25,620 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:32:25,628 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:32:25,642 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:32:25,657 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:32:25,672 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:32:25,687 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,702 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,716 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,732 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,746 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,758 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,773 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,786 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,801 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:32:25,815 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:25,827 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:25,840 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:25,853 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:25,867 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:25,880 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:25,893 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:25,906 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:25,920 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:25,935 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:25,947 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:25,960 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:25,973 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:25,984 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:25,999 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,014 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,029 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,043 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,058 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,073 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,086 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,101 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,115 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:26,132 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:26,147 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:26,162 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:26,177 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:26,190 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:26,203 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:26,216 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,231 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,247 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,261 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:26,274 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:26,290 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:26,304 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:26,319 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:26,333 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:26,348 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:26,361 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,375 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,388 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,402 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,416 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,430 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,446 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,459 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,474 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,491 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,504 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,517 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,532 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,547 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:32:26,561 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:32:26,576 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:32:26,587 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,600 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,614 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,626 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:32:26,641 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,659 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,672 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:26,688 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,701 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,717 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,732 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,745 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,758 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,774 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,790 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,803 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,818 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,833 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,846 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,859 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,873 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:26,887 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,903 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,916 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,929 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,942 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,956 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,968 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,981 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:26,995 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,009 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,021 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,036 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,050 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,065 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,079 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,092 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,103 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,117 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,129 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,141 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,154 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,169 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,181 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,194 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,207 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,222 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,236 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,251 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,264 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,277 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,292 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,306 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,321 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,336 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,349 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:27,361 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,372 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,388 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,403 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,417 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,431 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,442 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,455 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,470 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,486 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:27,500 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:27,515 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:27,529 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,544 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,557 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,572 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,585 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,600 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,615 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,628 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,644 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,659 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,673 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,688 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,703 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,717 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,732 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,746 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,760 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,776 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,789 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,801 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,814 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,830 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,843 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,859 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,874 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,885 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,900 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,916 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:27,931 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:27,944 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,960 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:27,974 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:27,987 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,002 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,017 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,032 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,045 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,056 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,073 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:28,088 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:28,103 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:28,116 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:28,131 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:28,146 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:28,161 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:28,176 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:28,190 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:28,205 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,218 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,233 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,247 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,260 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,276 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:28,290 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:28,305 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,319 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,334 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,348 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,363 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,377 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,391 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,406 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,420 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,435 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,450 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,460 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,474 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,487 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,503 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,518 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,533 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,546 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,561 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,576 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,590 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,606 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,621 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,634 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,650 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,665 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,680 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,693 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,707 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:28,722 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,737 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,750 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,765 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,780 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,793 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,807 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,821 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,834 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,848 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,860 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,874 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,889 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,903 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:28,918 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:28,933 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:28,947 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:28,960 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:28,973 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:28,987 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,000 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,013 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,028 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,043 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,057 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,073 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,086 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,099 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,115 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,130 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,143 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 11:32:29,158 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 11:32:29,171 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,187 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,201 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,217 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,232 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,247 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,256 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,273 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,289 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,302 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,316 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,331 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,345 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,358 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,373 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:32:29,388 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:32:29,403 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:32:29,418 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,432 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,448 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,463 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,476 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,491 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,507 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,523 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,537 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:32:29,552 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,567 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,582 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,590 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,603 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,616 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,629 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,641 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 11:32:29,656 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,671 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,686 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,699 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,712 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,726 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,737 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:29,752 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:29,766 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:29,780 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:29,795 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,809 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,824 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,835 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,847 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,862 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,876 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,890 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,905 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,918 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,928 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,940 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,953 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:29,965 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,980 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:29,993 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,008 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,024 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,040 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,054 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,069 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,084 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,099 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,115 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,128 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,142 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,156 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:30,171 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,184 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,196 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,210 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,222 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,237 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,250 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,264 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,279 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,295 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,310 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,323 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,337 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,351 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,366 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,380 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,392 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 11:32:30,405 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 11:32:30,419 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 11:32:30,433 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 11:32:30,447 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 11:32:30,462 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 11:32:30,476 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 11:32:30,491 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 11:32:30,505 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,520 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,533 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,549 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,559 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,572 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,587 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,599 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,614 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,629 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:30,644 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,660 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 11:32:30,675 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 11:32:30,691 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 11:32:30,706 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,718 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,734 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,746 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,761 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,776 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,789 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,803 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,816 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,830 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,845 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,859 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:30,874 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:30,888 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:30,900 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:30,912 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 11:32:30,927 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,940 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:30,953 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 11:32:30,968 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:30,983 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 11:32:30,998 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:31,011 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,024 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,039 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,055 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,071 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,084 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,097 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,112 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,126 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,142 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,156 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,171 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,186 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:31,200 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:31,214 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:31,229 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,244 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,258 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 11:32:31,273 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,286 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,301 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,315 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 11:32:31,330 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:31,343 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 11:32:31,358 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,373 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,389 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,403 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,418 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,433 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,447 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,463 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,478 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,493 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,506 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,521 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,537 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,551 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,566 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 11:32:31,579 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 11:32:31,588 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,602 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,617 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,630 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:31,645 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,659 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,672 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,685 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,699 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,713 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,728 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,744 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,758 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,776 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,790 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,803 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:32:31,818 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,833 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,848 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,860 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,874 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,888 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,903 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,918 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,933 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,946 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,961 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:31,975 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:31,987 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,002 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,017 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,031 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,046 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,059 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,073 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,087 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,101 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,116 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,128 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,143 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,156 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,168 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,181 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,196 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,211 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,226 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,241 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,251 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,264 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,281 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,297 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,310 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,325 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,341 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,356 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,369 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,383 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,397 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,410 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,424 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,436 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,449 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,463 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,477 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,491 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,505 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,518 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,532 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,548 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,560 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,574 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,590 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,605 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,621 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,633 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,647 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,662 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,677 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,692 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,705 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,720 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,737 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,750 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,761 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,777 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,792 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,806 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 11:32:32,821 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,833 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,848 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,861 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:32:32,874 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,888 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,902 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,917 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,931 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:32,946 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:32,960 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:32,973 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:32,988 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,001 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,014 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,029 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,045 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,057 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,072 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,083 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,098 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,113 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,128 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,141 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,156 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,172 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,187 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,199 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,214 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,230 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,241 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,256 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,272 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,287 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,300 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,313 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,328 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,343 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,358 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:33,371 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,386 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,399 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,412 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,426 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,441 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,455 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:33,470 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,485 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,498 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,512 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,526 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,540 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,554 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,568 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,582 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,597 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,611 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,626 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,639 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,652 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,667 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:33,681 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,694 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,707 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,722 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,736 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,751 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,765 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,781 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,796 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,809 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,823 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,838 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,850 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,865 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,880 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,894 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,909 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,924 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,938 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,952 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,966 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,981 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:33,995 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,010 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,024 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,039 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,053 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,066 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,078 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,093 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,108 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,120 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,135 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,150 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,164 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,178 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,192 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,206 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,221 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,233 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,246 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,259 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,273 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,286 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,301 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:34,316 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,329 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,342 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,356 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,368 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,382 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,396 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,412 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,426 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,441 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,454 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,468 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,483 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,495 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,510 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,525 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:34,541 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,553 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,568 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,586 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,601 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,615 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,628 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,643 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,658 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,672 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,687 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,700 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:32:34,715 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,729 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,744 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,759 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,774 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,789 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,804 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,815 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,829 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,842 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,855 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,872 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,887 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,901 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,913 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,926 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,939 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,954 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,967 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,982 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:34,996 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,009 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:35,023 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,038 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,051 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 11:32:35,065 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,080 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,093 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,108 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,120 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,135 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,150 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,165 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,180 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,193 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,206 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,220 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:32:35,234 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,249 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,261 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,274 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,289 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,304 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,318 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,331 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,345 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,361 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,376 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,391 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,406 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:32:35,413 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:32:35,428 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:32:35,440 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 11:32:35,453 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,468 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,484 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,498 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,514 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,529 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,544 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,560 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,573 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,588 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,605 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,621 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,636 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,651 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,668 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:35,681 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:32:35,695 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,710 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:32:35,724 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,737 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,750 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,765 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,780 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,795 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 11:32:35,809 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:35,824 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:35,838 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:35,853 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:35,866 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:35,880 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,893 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,908 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,923 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,938 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,952 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,965 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,980 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:35,994 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,009 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,023 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,038 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,053 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,068 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,081 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,096 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,109 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,124 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,138 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,153 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,168 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,183 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,197 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,207 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,221 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,234 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,249 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,263 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 11:32:36,279 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,293 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,305 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,314 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,330 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,345 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,359 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,372 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,387 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,401 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,414 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,428 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,443 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,456 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,470 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,483 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,498 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,513 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,528 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,541 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,557 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,572 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 11:32:36,587 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:36,607 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:36,622 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:36,637 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:36,652 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 11:32:36,670 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 11:32:53,211 semantic_segmentation INFO: Iters: 104810/150000 || Lr: 0.006794 || Task Loss: 0.2402 || KD Loss: 0.0298|| 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, 0:46:37 || Estimated Time: 21:01:50
2023-07-26 11:33:09,894 semantic_segmentation INFO: Iters: 104820/150000 || Lr: 0.006792 || Task Loss: 0.3960 || KD Loss: 0.0542|| 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: 2 days, 0:46:54 || Estimated Time: 21:01:33
2023-07-26 11:33:26,657 semantic_segmentation INFO: Iters: 104830/150000 || Lr: 0.006791 || Task Loss: 0.3076 || KD Loss: 0.0349|| 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, 0:47:11 || Estimated Time: 21:01:17
2023-07-26 11:33:43,371 semantic_segmentation INFO: Iters: 104840/150000 || Lr: 0.006789 || Task Loss: 0.4083 || KD Loss: 0.0544|| 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, 0:47:27 || Estimated Time: 21:01:00
2023-07-26 11:34:00,072 semantic_segmentation INFO: Iters: 104850/150000 || Lr: 0.006788 || Task Loss: 0.2912 || KD Loss: 0.0353|| 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, 0:47:44 || Estimated Time: 21:00:43
2023-07-26 11:34:16,875 semantic_segmentation INFO: Iters: 104860/150000 || Lr: 0.006787 || Task Loss: 0.3458 || KD Loss: 0.0502|| 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, 0:48:01 || Estimated Time: 21:00:26
2023-07-26 11:34:33,543 semantic_segmentation INFO: Iters: 104870/150000 || Lr: 0.006785 || Task Loss: 0.3067 || KD Loss: 0.0418|| 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, 0:48:18 || Estimated Time: 21:00:10
2023-07-26 11:34:50,299 semantic_segmentation INFO: Iters: 104880/150000 || Lr: 0.006784 || Task Loss: 0.3016 || KD Loss: 0.0581|| 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, 0:48:34 || Estimated Time: 20:59:53
2023-07-26 11:35:06,997 semantic_segmentation INFO: Iters: 104890/150000 || Lr: 0.006783 || Task Loss: 0.2891 || KD Loss: 0.0430|| 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, 0:48:51 || Estimated Time: 20:59:36
2023-07-26 11:35:23,730 semantic_segmentation INFO: Iters: 104900/150000 || Lr: 0.006781 || Task Loss: 0.3947 || KD Loss: 0.0631|| 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, 0:49:08 || Estimated Time: 20:59:19
2023-07-26 11:35:40,330 semantic_segmentation INFO: Iters: 104910/150000 || Lr: 0.006780 || Task Loss: 0.4036 || KD Loss: 0.0638|| 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, 0:49:24 || Estimated Time: 20:59:02
2023-07-26 11:35:57,119 semantic_segmentation INFO: Iters: 104920/150000 || Lr: 0.006779 || Task Loss: 0.2709 || KD Loss: 0.0285|| 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, 0:49:41 || Estimated Time: 20:58:46
2023-07-26 11:36:13,912 semantic_segmentation INFO: Iters: 104930/150000 || Lr: 0.006777 || Task Loss: 0.2844 || KD Loss: 0.0346|| 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, 0:49:58 || Estimated Time: 20:58:29
2023-07-26 11:36:31,104 semantic_segmentation INFO: Iters: 104940/150000 || Lr: 0.006776 || Task Loss: 0.3267 || KD Loss: 0.0539|| 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, 0:50:15 || Estimated Time: 20:58:12
2023-07-26 11:36:47,794 semantic_segmentation INFO: Iters: 104950/150000 || Lr: 0.006775 || Task Loss: 0.2936 || KD Loss: 0.0503|| 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, 0:50:32 || Estimated Time: 20:57:56
2023-07-26 11:37:05,652 semantic_segmentation INFO: Iters: 104960/150000 || Lr: 0.006773 || Task Loss: 0.3037 || KD Loss: 0.0338|| 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, 0:50:50 || Estimated Time: 20:57:39
2023-07-26 11:37:25,316 semantic_segmentation INFO: Iters: 104970/150000 || Lr: 0.006772 || Task Loss: 0.3738 || KD Loss: 0.1117|| 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, 0:51:09 || Estimated Time: 20:57:24
2023-07-26 11:37:41,976 semantic_segmentation INFO: Iters: 104980/150000 || Lr: 0.006771 || Task Loss: 0.3099 || KD Loss: 0.0362|| 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, 0:51:26 || Estimated Time: 20:57:07
2023-07-26 11:37:58,771 semantic_segmentation INFO: Iters: 104990/150000 || Lr: 0.006769 || Task Loss: 0.2925 || KD Loss: 0.0530|| 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, 0:51:43 || Estimated Time: 20:56:50
2023-07-26 11:38:15,611 semantic_segmentation INFO: Iters: 105000/150000 || Lr: 0.006768 || Task Loss: 0.3789 || KD Loss: 0.0640|| 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, 0:52:00 || Estimated Time: 20:56:34
2023-07-26 11:38:32,289 semantic_segmentation INFO: Iters: 105010/150000 || Lr: 0.006766 || Task Loss: 0.2645 || KD Loss: 0.0466|| 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, 0:52:16 || Estimated Time: 20:56:17
2023-07-26 11:38:49,163 semantic_segmentation INFO: Iters: 105020/150000 || Lr: 0.006765 || Task Loss: 0.3800 || KD Loss: 0.0475|| 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, 0:52:33 || Estimated Time: 20:56:00
2023-07-26 11:39:05,804 semantic_segmentation INFO: Iters: 105030/150000 || Lr: 0.006764 || Task Loss: 0.3268 || KD Loss: 0.0668|| 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, 0:52:50 || Estimated Time: 20:55:43
2023-07-26 11:39:22,326 semantic_segmentation INFO: Iters: 105040/150000 || Lr: 0.006762 || Task Loss: 0.4222 || KD Loss: 0.0649|| 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, 0:53:06 || Estimated Time: 20:55:26
2023-07-26 11:39:38,900 semantic_segmentation INFO: Iters: 105050/150000 || Lr: 0.006761 || Task Loss: 0.2727 || KD Loss: 0.0622|| 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, 0:53:23 || Estimated Time: 20:55:10
2023-07-26 11:39:55,491 semantic_segmentation INFO: Iters: 105060/150000 || Lr: 0.006760 || Task Loss: 0.4852 || KD Loss: 0.1484|| 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, 0:53:39 || Estimated Time: 20:54:53
2023-07-26 11:40:12,199 semantic_segmentation INFO: Iters: 105070/150000 || Lr: 0.006758 || Task Loss: 0.2631 || KD Loss: 0.0293|| 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, 0:53:56 || Estimated Time: 20:54:36
2023-07-26 11:40:28,898 semantic_segmentation INFO: Iters: 105080/150000 || Lr: 0.006757 || Task Loss: 0.4318 || KD Loss: 0.0792|| 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, 0:54:13 || Estimated Time: 20:54:19
2023-07-26 11:40:45,447 semantic_segmentation INFO: Iters: 105090/150000 || Lr: 0.006756 || Task Loss: 0.2369 || KD Loss: 0.0355|| 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, 0:54:29 || Estimated Time: 20:54:02
2023-07-26 11:41:02,057 semantic_segmentation INFO: Iters: 105100/150000 || Lr: 0.006754 || Task Loss: 0.3836 || KD Loss: 0.0551|| 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, 0:54:46 || Estimated Time: 20:53:46
2023-07-26 11:41:18,646 semantic_segmentation INFO: Iters: 105110/150000 || Lr: 0.006753 || Task Loss: 0.5787 || KD Loss: 0.1902|| 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, 0:55:03 || Estimated Time: 20:53:29
2023-07-26 11:41:35,232 semantic_segmentation INFO: Iters: 105120/150000 || Lr: 0.006752 || Task Loss: 0.4779 || KD Loss: 0.0488|| 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, 0:55:19 || Estimated Time: 20:53:12
2023-07-26 11:41:51,730 semantic_segmentation INFO: Iters: 105130/150000 || Lr: 0.006750 || Task Loss: 0.4416 || KD Loss: 0.0786|| 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: 2 days, 0:55:36 || Estimated Time: 20:52:55
2023-07-26 11:42:08,192 semantic_segmentation INFO: Iters: 105140/150000 || Lr: 0.006749 || Task Loss: 0.3272 || KD Loss: 0.0457|| 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, 0:55:52 || Estimated Time: 20:52:38
2023-07-26 11:42:24,796 semantic_segmentation INFO: Iters: 105150/150000 || Lr: 0.006747 || Task Loss: 0.3393 || KD Loss: 0.0717|| 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, 0:56:09 || Estimated Time: 20:52:21
2023-07-26 11:42:41,159 semantic_segmentation INFO: Iters: 105160/150000 || Lr: 0.006746 || Task Loss: 0.2618 || KD Loss: 0.0351|| 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, 0:56:25 || Estimated Time: 20:52:04
2023-07-26 11:42:57,750 semantic_segmentation INFO: Iters: 105170/150000 || Lr: 0.006745 || Task Loss: 0.4077 || KD Loss: 0.0567|| 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, 0:56:42 || Estimated Time: 20:51:48
2023-07-26 11:43:14,253 semantic_segmentation INFO: Iters: 105180/150000 || Lr: 0.006743 || Task Loss: 0.2314 || KD Loss: 0.0277|| 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, 0:56:58 || Estimated Time: 20:51:31
2023-07-26 11:43:30,749 semantic_segmentation INFO: Iters: 105190/150000 || Lr: 0.006742 || Task Loss: 0.2363 || KD Loss: 0.0427|| 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, 0:57:15 || Estimated Time: 20:51:14
2023-07-26 11:43:47,319 semantic_segmentation INFO: Iters: 105200/150000 || Lr: 0.006741 || Task Loss: 0.2871 || KD Loss: 0.0257|| 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, 0:57:31 || Estimated Time: 20:50:57
2023-07-26 11:44:03,837 semantic_segmentation INFO: Iters: 105210/150000 || Lr: 0.006739 || Task Loss: 0.3148 || KD Loss: 0.0402|| 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, 0:57:48 || Estimated Time: 20:50:40
2023-07-26 11:44:20,422 semantic_segmentation INFO: Iters: 105220/150000 || Lr: 0.006738 || Task Loss: 0.1938 || KD Loss: 0.0298|| 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, 0:58:04 || Estimated Time: 20:50:23
2023-07-26 11:44:36,875 semantic_segmentation INFO: Iters: 105230/150000 || Lr: 0.006737 || Task Loss: 0.3852 || KD Loss: 0.0803|| 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, 0:58:21 || Estimated Time: 20:50:07
2023-07-26 11:44:53,445 semantic_segmentation INFO: Iters: 105240/150000 || Lr: 0.006735 || Task Loss: 0.2645 || KD Loss: 0.0366|| 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, 0:58:37 || Estimated Time: 20:49:50
2023-07-26 11:45:09,979 semantic_segmentation INFO: Iters: 105250/150000 || Lr: 0.006734 || Task Loss: 0.3899 || KD Loss: 0.0966|| 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, 0:58:54 || Estimated Time: 20:49:33
2023-07-26 11:45:26,500 semantic_segmentation INFO: Iters: 105260/150000 || Lr: 0.006733 || Task Loss: 0.3592 || KD Loss: 0.0337|| 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, 0:59:10 || Estimated Time: 20:49:16
2023-07-26 11:45:43,114 semantic_segmentation INFO: Iters: 105270/150000 || Lr: 0.006731 || Task Loss: 0.3573 || KD Loss: 0.0508|| 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, 0:59:27 || Estimated Time: 20:48:59
2023-07-26 11:45:59,677 semantic_segmentation INFO: Iters: 105280/150000 || Lr: 0.006730 || Task Loss: 0.3191 || KD Loss: 0.0496|| 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, 0:59:44 || Estimated Time: 20:48:42
2023-07-26 11:46:16,354 semantic_segmentation INFO: Iters: 105290/150000 || Lr: 0.006729 || Task Loss: 0.2824 || KD Loss: 0.0310|| 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, 1:00:00 || Estimated Time: 20:48:26
2023-07-26 11:46:32,844 semantic_segmentation INFO: Iters: 105300/150000 || Lr: 0.006727 || Task Loss: 0.2664 || KD Loss: 0.0476|| 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, 1:00:17 || Estimated Time: 20:48:09
2023-07-26 11:46:49,479 semantic_segmentation INFO: Iters: 105310/150000 || Lr: 0.006726 || Task Loss: 0.3119 || KD Loss: 0.0455|| 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, 1:00:33 || Estimated Time: 20:47:52
2023-07-26 11:47:06,503 semantic_segmentation INFO: Iters: 105320/150000 || Lr: 0.006724 || Task Loss: 0.2863 || KD Loss: 0.0314|| 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, 1:00:50 || Estimated Time: 20:47:35
2023-07-26 11:47:22,980 semantic_segmentation INFO: Iters: 105330/150000 || Lr: 0.006723 || Task Loss: 0.3574 || KD Loss: 0.0678|| 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, 1:01:07 || Estimated Time: 20:47:18
2023-07-26 11:47:39,556 semantic_segmentation INFO: Iters: 105340/150000 || Lr: 0.006722 || Task Loss: 0.4177 || KD Loss: 0.0778|| 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, 1:01:24 || Estimated Time: 20:47:02
2023-07-26 11:47:56,150 semantic_segmentation INFO: Iters: 105350/150000 || Lr: 0.006720 || Task Loss: 0.2977 || KD Loss: 0.0747|| 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, 1:01:40 || Estimated Time: 20:46:45
2023-07-26 11:48:12,766 semantic_segmentation INFO: Iters: 105360/150000 || Lr: 0.006719 || Task Loss: 0.2466 || KD Loss: 0.0257|| 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, 1:01:57 || Estimated Time: 20:46:28
2023-07-26 11:48:29,400 semantic_segmentation INFO: Iters: 105370/150000 || Lr: 0.006718 || Task Loss: 0.3159 || KD Loss: 0.0481|| 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, 1:02:13 || Estimated Time: 20:46:11
2023-07-26 11:48:45,984 semantic_segmentation INFO: Iters: 105380/150000 || Lr: 0.006716 || Task Loss: 0.2494 || KD Loss: 0.0369|| 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, 1:02:30 || Estimated Time: 20:45:54
2023-07-26 11:49:02,785 semantic_segmentation INFO: Iters: 105390/150000 || Lr: 0.006715 || Task Loss: 0.3276 || KD Loss: 0.0485|| 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, 1:02:47 || Estimated Time: 20:45:38
2023-07-26 11:49:19,285 semantic_segmentation INFO: Iters: 105400/150000 || Lr: 0.006714 || Task Loss: 0.3691 || KD Loss: 0.0754|| 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, 1:03:03 || Estimated Time: 20:45:21
2023-07-26 11:49:35,856 semantic_segmentation INFO: Iters: 105410/150000 || Lr: 0.006712 || Task Loss: 0.4140 || KD Loss: 0.0408|| 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, 1:03:20 || Estimated Time: 20:45:04
2023-07-26 11:49:52,424 semantic_segmentation INFO: Iters: 105420/150000 || Lr: 0.006711 || Task Loss: 0.4760 || KD Loss: 0.0908|| 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, 1:03:36 || Estimated Time: 20:44:47
2023-07-26 11:50:08,865 semantic_segmentation INFO: Iters: 105430/150000 || Lr: 0.006710 || Task Loss: 0.3784 || KD Loss: 0.0849|| 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, 1:03:53 || Estimated Time: 20:44:30
2023-07-26 11:50:25,431 semantic_segmentation INFO: Iters: 105440/150000 || Lr: 0.006708 || Task Loss: 0.3649 || KD Loss: 0.0588|| 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, 1:04:09 || Estimated Time: 20:44:13
2023-07-26 11:50:42,012 semantic_segmentation INFO: Iters: 105450/150000 || Lr: 0.006707 || Task Loss: 0.2686 || KD Loss: 0.0421|| 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, 1:04:26 || Estimated Time: 20:43:56
2023-07-26 11:50:58,546 semantic_segmentation INFO: Iters: 105460/150000 || Lr: 0.006706 || Task Loss: 0.2768 || KD Loss: 0.0365|| 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, 1:04:43 || Estimated Time: 20:43:40
2023-07-26 11:51:15,094 semantic_segmentation INFO: Iters: 105470/150000 || Lr: 0.006704 || Task Loss: 0.2905 || KD Loss: 0.0553|| 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, 1:04:59 || Estimated Time: 20:43:23
2023-07-26 11:51:31,620 semantic_segmentation INFO: Iters: 105480/150000 || Lr: 0.006703 || Task Loss: 0.3822 || KD Loss: 0.0763|| 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, 1:05:16 || Estimated Time: 20:43:06
2023-07-26 11:51:48,174 semantic_segmentation INFO: Iters: 105490/150000 || Lr: 0.006701 || Task Loss: 0.3596 || KD Loss: 0.0464|| 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, 1:05:32 || Estimated Time: 20:42:49
2023-07-26 11:52:04,538 semantic_segmentation INFO: Iters: 105500/150000 || Lr: 0.006700 || Task Loss: 0.3279 || KD Loss: 0.0478|| 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, 1:05:49 || Estimated Time: 20:42:32
2023-07-26 11:52:21,140 semantic_segmentation INFO: Iters: 105510/150000 || Lr: 0.006699 || Task Loss: 0.3640 || KD Loss: 0.0745|| 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, 1:06:05 || Estimated Time: 20:42:15
2023-07-26 11:52:37,673 semantic_segmentation INFO: Iters: 105520/150000 || Lr: 0.006697 || Task Loss: 0.3114 || KD Loss: 0.0701|| 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, 1:06:22 || Estimated Time: 20:41:59
2023-07-26 11:52:54,146 semantic_segmentation INFO: Iters: 105530/150000 || Lr: 0.006696 || Task Loss: 0.2714 || KD Loss: 0.0339|| 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, 1:06:38 || Estimated Time: 20:41:42
2023-07-26 11:53:10,702 semantic_segmentation INFO: Iters: 105540/150000 || Lr: 0.006695 || Task Loss: 0.3147 || KD Loss: 0.0477|| 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, 1:06:55 || Estimated Time: 20:41:25
2023-07-26 11:53:27,339 semantic_segmentation INFO: Iters: 105550/150000 || Lr: 0.006693 || Task Loss: 0.4503 || KD Loss: 0.0997|| 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, 1:07:11 || Estimated Time: 20:41:08
2023-07-26 11:53:43,963 semantic_segmentation INFO: Iters: 105560/150000 || Lr: 0.006692 || Task Loss: 0.2864 || KD Loss: 0.0485|| 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, 1:07:28 || Estimated Time: 20:40:51
2023-07-26 11:54:00,455 semantic_segmentation INFO: Iters: 105570/150000 || Lr: 0.006691 || Task Loss: 0.3377 || KD Loss: 0.0374|| 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, 1:07:44 || Estimated Time: 20:40:34
2023-07-26 11:54:17,109 semantic_segmentation INFO: Iters: 105580/150000 || Lr: 0.006689 || Task Loss: 0.3673 || KD Loss: 0.0776|| 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, 1:08:01 || Estimated Time: 20:40:18
2023-07-26 11:54:33,650 semantic_segmentation INFO: Iters: 105590/150000 || Lr: 0.006688 || Task Loss: 0.3665 || KD Loss: 0.0855|| 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, 1:08:18 || Estimated Time: 20:40:01
2023-07-26 11:54:50,288 semantic_segmentation INFO: Iters: 105600/150000 || Lr: 0.006687 || Task Loss: 0.2659 || KD Loss: 0.0461|| 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, 1:08:34 || Estimated Time: 20:39:44
2023-07-26 11:54:50,402 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 11:54:50,859 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 11:54:50,880 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.135
2023-07-26 11:54:50,892 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.166
2023-07-26 11:54:50,905 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.166
2023-07-26 11:54:50,919 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.246
2023-07-26 11:54:50,932 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.290
2023-07-26 11:54:50,946 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.333
2023-07-26 11:54:50,960 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.336
2023-07-26 11:54:50,973 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.371
2023-07-26 11:54:50,989 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.409
2023-07-26 11:54:51,004 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.473
2023-07-26 11:54:51,020 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.519
2023-07-26 11:54:51,032 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.934, mIoU: 0.457
2023-07-26 11:54:51,046 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.933, mIoU: 0.440
2023-07-26 11:54:51,060 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.442
2023-07-26 11:54:51,073 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.436
2023-07-26 11:54:51,083 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.936, mIoU: 0.434
2023-07-26 11:54:51,096 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.434
2023-07-26 11:54:51,110 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.433
2023-07-26 11:54:51,126 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.480
2023-07-26 11:54:51,141 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.483
2023-07-26 11:54:51,156 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.495
2023-07-26 11:54:51,171 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.529
2023-07-26 11:54:51,187 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.532
2023-07-26 11:54:51,203 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.534
2023-07-26 11:54:51,217 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.539
2023-07-26 11:54:51,232 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.542
2023-07-26 11:54:51,243 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.543
2023-07-26 11:54:51,258 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.532
2023-07-26 11:54:51,273 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.533
2023-07-26 11:54:51,287 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.533
2023-07-26 11:54:51,302 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.533
2023-07-26 11:54:51,317 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.538
2023-07-26 11:54:51,332 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.534
2023-07-26 11:54:51,348 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.554
2023-07-26 11:54:51,363 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.554
2023-07-26 11:54:51,377 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.554
2023-07-26 11:54:51,389 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.599
2023-07-26 11:54:51,406 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.610
2023-07-26 11:54:51,419 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.608
2023-07-26 11:54:51,432 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.633
2023-07-26 11:54:51,447 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.632
2023-07-26 11:54:51,461 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.628
2023-07-26 11:54:51,474 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.628
2023-07-26 11:54:51,489 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.638
2023-07-26 11:54:51,504 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.641
2023-07-26 11:54:51,518 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.643
2023-07-26 11:54:51,530 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.643
2023-07-26 11:54:51,544 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.644
2023-07-26 11:54:51,559 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.639
2023-07-26 11:54:51,575 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.637
2023-07-26 11:54:51,590 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.637
2023-07-26 11:54:51,602 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.635
2023-07-26 11:54:51,618 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.636
2023-07-26 11:54:51,632 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.641
2023-07-26 11:54:51,645 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.640
2023-07-26 11:54:51,660 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.641
2023-07-26 11:54:51,677 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.641
2023-07-26 11:54:51,689 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.642
2023-07-26 11:54:51,704 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-26 11:54:51,717 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-26 11:54:51,732 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.682
2023-07-26 11:54:51,745 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-26 11:54:51,762 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.685
2023-07-26 11:54:51,775 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.684
2023-07-26 11:54:51,790 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.684
2023-07-26 11:54:51,805 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.684
2023-07-26 11:54:51,818 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-26 11:54:51,833 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-26 11:54:51,849 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-26 11:54:51,864 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-26 11:54:51,877 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-26 11:54:51,892 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-26 11:54:51,906 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-26 11:54:51,921 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-26 11:54:51,935 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-26 11:54:51,950 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-26 11:54:51,961 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.736
2023-07-26 11:54:51,976 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.741
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2023-07-26 11:54:52,006 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-26 11:54:52,023 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.708
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2023-07-26 11:54:52,053 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 11:54:52,069 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 11:54:52,084 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.694
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2023-07-26 11:54:52,113 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-26 11:54:52,128 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.683
2023-07-26 11:54:52,141 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-26 11:54:52,156 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.681
2023-07-26 11:54:52,171 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-26 11:54:52,186 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-26 11:54:52,200 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-26 11:54:52,215 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-26 11:54:52,230 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.692
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2023-07-26 11:54:52,255 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-26 11:54:52,270 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-26 11:54:52,283 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-26 11:54:52,297 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.697
2023-07-26 11:54:52,311 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-26 11:54:52,324 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.699
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2023-07-26 11:54:52,368 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.699
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2023-07-26 11:54:52,398 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.695
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2023-07-26 11:54:52,439 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-26 11:54:52,453 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.699
2023-07-26 11:54:52,468 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.699
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2023-07-26 11:54:52,498 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-26 11:54:52,512 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.702
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2023-07-26 11:54:52,541 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-26 11:54:52,554 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-26 11:54:52,569 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-26 11:54:52,584 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.700
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2023-07-26 11:54:52,677 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.686
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2023-07-26 11:54:52,929 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.698
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2023-07-26 11:54:52,984 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.710
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2023-07-26 11:54:53,186 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.709
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2023-07-26 11:54:53,225 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.934, mIoU: 0.700
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2023-07-26 11:54:53,254 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.929, mIoU: 0.671
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2023-07-26 11:54:53,342 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-26 11:54:53,358 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-26 11:54:53,371 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.671
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2023-07-26 11:54:53,400 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.669
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2023-07-26 11:54:53,429 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.929, mIoU: 0.670
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2023-07-26 11:54:53,759 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.927, mIoU: 0.670
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2023-07-26 11:54:54,774 semantic_segmentation INFO: Sample: 274, Validation pixAcc: 0.928, mIoU: 0.677
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2023-07-26 11:54:57,551 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 11:54:57,565 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.677
2023-07-26 11:54:57,580 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.928, mIoU: 0.677
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2023-07-26 11:54:57,608 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.928, mIoU: 0.679
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2023-07-26 11:54:57,635 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 11:54:57,651 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 11:54:57,663 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.928, mIoU: 0.680
2023-07-26 11:54:57,678 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 11:54:57,692 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.680
2023-07-26 11:54:57,707 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 11:54:57,722 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.929, mIoU: 0.681
2023-07-26 11:54:57,736 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:54:57,746 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:54:57,759 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:54:57,774 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 11:54:57,789 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 11:54:57,801 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 11:54:57,814 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 11:54:57,827 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:57,842 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:57,858 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 11:54:57,872 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:57,881 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:57,895 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:57,910 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:57,923 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:57,937 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:57,952 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:57,965 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:57,980 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:57,993 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,008 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 11:54:58,023 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 11:54:58,038 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 11:54:58,053 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,066 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,079 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,095 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:58,111 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:54:58,125 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 11:54:58,139 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 11:54:58,155 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,171 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 11:54:58,186 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,199 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,213 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,228 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 11:54:58,243 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 11:54:58,258 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,272 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,285 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,299 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,314 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 11:54:58,327 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 11:54:58,341 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 11:54:58,353 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 11:54:58,368 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 11:54:58,380 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 11:54:58,392 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,405 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,420 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 11:54:58,436 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,451 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,466 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,474 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,488 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 11:54:58,504 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 11:54:58,519 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 11:54:58,534 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 11:54:58,549 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,562 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,575 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,590 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,605 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,620 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,633 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,646 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,661 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,675 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,689 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 11:54:58,702 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,716 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:58,730 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 11:54:58,745 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,758 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:58,772 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,787 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,799 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,813 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,827 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,841 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,855 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,867 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,882 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,897 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,914 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:58,924 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,938 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 11:54:58,953 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:58,966 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:58,980 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:58,993 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,008 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,022 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,036 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,049 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,061 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,074 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,089 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,105 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,123 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,138 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,153 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,166 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,181 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,196 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,210 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,225 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,240 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 11:54:59,255 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,271 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,286 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,298 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,312 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 11:54:59,327 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,341 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,355 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,370 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,382 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,396 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,410 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,424 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,436 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,450 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,464 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 11:54:59,478 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 11:54:59,492 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 11:54:59,507 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 11:54:59,521 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 11:54:59,536 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 11:54:59,550 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 11:54:59,564 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 11:54:59,577 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 11:54:59,591 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 11:54:59,606 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,620 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,633 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,647 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,660 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,675 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,690 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:54:59,705 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,720 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,735 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,751 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,765 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:54:59,780 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:54:59,795 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:54:59,810 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 11:54:59,844 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 11:54:59,884 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 11:54:59,939 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.933, mIoU: 0.700
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2023-07-26 11:55:00,038 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 11:55:00,078 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 11:55:00,131 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 11:55:00,146 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:55:00,159 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:55:00,173 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 11:55:00,188 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 11:55:00,201 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,213 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,227 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,243 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 11:55:00,271 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,286 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,301 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,316 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,329 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,342 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 11:55:00,350 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,365 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,382 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,397 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,412 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,427 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 11:55:00,442 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:55:00,457 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:55:00,472 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:55:00,485 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:55:00,500 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 11:55:00,513 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 11:55:00,528 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 11:55:00,543 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 11:55:00,555 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 11:55:00,568 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 11:55:00,581 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 11:55:00,595 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 11:55:00,608 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 11:55:00,621 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 11:55:00,634 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 11:55:00,648 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,663 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,675 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,688 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,701 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,713 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,727 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,742 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,757 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:55:00,771 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,786 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:00,801 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:00,814 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:00,829 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:00,844 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:00,861 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:00,877 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:00,892 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:00,908 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:00,921 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:00,934 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:00,947 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:55:00,961 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:55:00,978 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 11:55:00,990 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:01,003 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:01,018 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:01,033 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 11:55:01,048 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,063 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,078 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,091 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,106 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,119 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,133 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,148 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,163 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,179 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,192 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,207 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,222 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,235 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,248 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,263 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,278 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,293 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,308 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 11:55:01,320 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,333 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,346 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,359 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 11:55:01,375 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:01,392 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:01,405 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:01,420 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:01,433 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:01,447 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:01,462 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,475 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,487 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,502 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,517 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,530 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,544 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,560 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,574 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 11:55:01,587 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,602 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,617 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,634 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,647 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,662 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,675 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,690 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,703 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,716 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,731 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:01,746 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,758 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,773 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,788 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,803 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:01,818 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:01,831 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:01,843 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:01,857 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:01,870 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:01,882 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,895 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,910 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,922 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,935 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,949 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,964 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,979 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:01,995 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:02,008 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:02,021 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:02,036 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:02,051 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:02,066 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:02,081 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:02,094 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:02,106 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,118 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,133 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:02,149 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:02,165 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:02,179 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:02,191 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,204 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:02,219 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,234 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,247 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,261 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,274 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,290 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,303 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,318 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,331 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,345 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,360 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,374 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,389 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,404 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,419 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,433 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,448 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,462 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,477 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,491 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,505 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,520 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,532 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,545 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,558 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,573 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,587 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,604 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,620 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,633 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,647 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,664 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,679 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,692 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:02,708 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,723 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,737 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,752 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,767 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,782 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,795 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,806 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,822 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,836 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,851 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,864 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:02,879 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,894 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,908 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,923 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:02,935 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,949 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,962 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:02,977 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:02,991 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,005 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,020 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:55:03,034 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:55:03,049 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,064 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,080 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,095 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,110 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,124 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,139 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,155 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,171 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 11:55:03,188 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,202 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,213 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,227 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,240 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,254 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,268 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,284 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:03,296 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,310 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,325 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,339 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,354 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,369 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,382 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,398 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,413 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,428 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,442 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,457 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,472 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,488 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,501 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,516 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,531 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,543 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,558 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,572 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,585 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,598 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,611 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,624 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,638 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,652 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,666 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,681 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,695 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 11:55:03,707 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,719 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,733 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,745 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,758 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,772 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:03,786 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,800 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,815 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,827 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,839 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,855 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,870 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,883 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,898 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:03,911 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,925 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 11:55:03,939 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,955 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,969 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:03,983 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:03,993 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,009 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,024 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,037 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,051 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,066 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,081 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,093 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,108 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,123 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,138 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,153 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,168 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,185 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,201 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,214 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,228 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 11:55:04,243 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,256 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 11:55:04,269 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,284 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,298 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,313 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,320 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,333 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,346 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 11:55:04,358 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 11:55:04,369 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,385 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,399 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,414 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:04,426 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,440 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,455 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,466 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,482 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,495 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,510 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,525 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,540 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,555 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,566 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,579 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,594 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,609 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,623 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,637 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,650 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,661 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,671 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,684 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,695 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,709 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,722 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,736 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:04,751 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,765 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,778 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,793 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,807 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,821 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,836 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,850 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:04,864 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,879 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,895 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,907 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,920 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,935 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,947 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,963 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,975 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:04,990 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,005 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,022 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,037 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,050 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,065 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,079 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,094 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,109 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,121 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 11:55:05,134 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:55:05,148 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:55:05,163 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:55:05,177 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 11:55:05,193 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 11:55:05,209 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 11:55:05,225 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 11:55:05,239 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,254 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,266 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,281 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,292 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,305 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,319 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,332 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,347 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,361 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,377 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,393 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,408 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,423 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,438 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,450 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,465 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,477 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,491 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,506 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,518 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,532 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,544 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 11:55:05,559 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,573 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,587 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,601 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 11:55:05,615 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,628 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,640 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,655 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,668 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,682 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 11:55:05,698 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,713 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,728 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,742 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,755 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 11:55:05,770 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 11:55:05,957 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 11:55:08,460 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,475 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,490 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,506 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,518 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,531 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,546 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,558 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,572 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:55:08,586 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:55:08,600 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:55:08,614 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 11:55:08,628 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,642 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,656 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,669 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,683 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:08,697 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,712 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,725 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:08,740 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,755 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,768 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,781 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,796 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,811 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,825 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,839 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,854 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,869 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,884 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,899 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,914 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,928 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,942 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,954 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,967 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,980 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:08,993 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:09,008 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:09,022 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,035 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,048 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,063 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,074 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,088 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,103 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,118 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,132 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,147 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,161 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,175 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:09,190 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,203 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,218 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,234 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,250 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,265 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,280 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,296 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,310 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,325 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,337 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,352 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,366 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,381 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,396 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,408 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,423 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:55:09,437 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:55:09,451 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:55:09,466 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 11:55:09,480 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,494 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,509 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,520 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,533 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,546 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 11:55:09,605 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 11:55:09,646 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,660 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,675 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,689 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,704 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 11:55:09,732 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:55:09,747 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 11:55:09,774 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,789 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,802 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,817 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,828 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,843 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,858 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:09,873 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 11:55:09,888 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:55:09,901 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:09,914 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:55:09,928 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 11:55:09,942 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:09,956 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 11:55:10,012 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 11:55:10,040 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,054 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,071 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,087 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,102 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,117 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,125 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 11:55:10,152 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,165 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,180 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,194 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,208 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,223 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,238 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,253 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,270 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:10,283 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 11:55:10,297 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 11:55:10,342 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,356 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,373 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,386 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,401 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 11:55:10,471 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,486 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,501 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,516 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,530 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 11:55:10,587 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,600 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,615 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 11:55:10,630 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 11:55:10,660 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,673 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:10,688 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 11:55:10,905 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 11:55:10,985 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,000 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,012 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,021 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,037 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 11:55:11,123 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,138 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,153 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,167 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,181 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,193 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,207 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,221 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,235 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,247 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,262 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,276 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 11:55:11,290 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:11,306 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:11,319 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:11,332 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:11,347 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 11:55:11,363 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 11:55:27,909 semantic_segmentation INFO: Iters: 105610/150000 || Lr: 0.006685 || Task Loss: 0.3359 || KD Loss: 0.0896|| 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, 1:09:12 || Estimated Time: 20:39:36
2023-07-26 11:55:44,435 semantic_segmentation INFO: Iters: 105620/150000 || Lr: 0.006684 || Task Loss: 0.3624 || KD Loss: 0.0637|| 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, 1:09:28 || Estimated Time: 20:39:19
2023-07-26 11:56:01,070 semantic_segmentation INFO: Iters: 105630/150000 || Lr: 0.006682 || Task Loss: 0.3471 || KD Loss: 0.0387|| 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, 1:09:45 || Estimated Time: 20:39:02
2023-07-26 11:56:17,677 semantic_segmentation INFO: Iters: 105640/150000 || Lr: 0.006681 || Task Loss: 0.2574 || KD Loss: 0.0474|| 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, 1:10:02 || Estimated Time: 20:38:45
2023-07-26 11:56:34,328 semantic_segmentation INFO: Iters: 105650/150000 || Lr: 0.006680 || Task Loss: 0.1923 || KD Loss: 0.0498|| 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, 1:10:18 || Estimated Time: 20:38:29
2023-07-26 11:56:50,947 semantic_segmentation INFO: Iters: 105660/150000 || Lr: 0.006678 || Task Loss: 0.3885 || KD Loss: 0.0462|| 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, 1:10:35 || Estimated Time: 20:38:12
2023-07-26 11:57:07,697 semantic_segmentation INFO: Iters: 105670/150000 || Lr: 0.006677 || Task Loss: 0.3271 || KD Loss: 0.0695|| 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, 1:10:52 || Estimated Time: 20:37:55
2023-07-26 11:57:24,435 semantic_segmentation INFO: Iters: 105680/150000 || Lr: 0.006676 || Task Loss: 0.1493 || KD Loss: 0.0254|| 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, 1:11:08 || Estimated Time: 20:37:38
2023-07-26 11:57:41,439 semantic_segmentation INFO: Iters: 105690/150000 || Lr: 0.006674 || Task Loss: 0.3450 || KD Loss: 0.0535|| 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, 1:11:25 || Estimated Time: 20:37:22
2023-07-26 11:57:58,094 semantic_segmentation INFO: Iters: 105700/150000 || Lr: 0.006673 || Task Loss: 0.3862 || KD Loss: 0.0531|| 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, 1:11:42 || Estimated Time: 20:37:05
2023-07-26 11:58:14,714 semantic_segmentation INFO: Iters: 105710/150000 || Lr: 0.006672 || Task Loss: 0.3592 || KD Loss: 0.0418|| 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, 1:11:59 || Estimated Time: 20:36:48
2023-07-26 11:58:31,503 semantic_segmentation INFO: Iters: 105720/150000 || Lr: 0.006670 || Task Loss: 0.3447 || KD Loss: 0.0721|| 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, 1:12:15 || Estimated Time: 20:36:31
2023-07-26 11:58:48,277 semantic_segmentation INFO: Iters: 105730/150000 || Lr: 0.006669 || Task Loss: 0.3409 || 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, 1:12:32 || Estimated Time: 20:36:15
2023-07-26 11:59:05,108 semantic_segmentation INFO: Iters: 105740/150000 || Lr: 0.006668 || Task Loss: 0.3943 || KD Loss: 0.0558|| 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, 1:12:49 || Estimated Time: 20:35:58
2023-07-26 11:59:22,200 semantic_segmentation INFO: Iters: 105750/150000 || Lr: 0.006666 || Task Loss: 0.2839 || KD Loss: 0.0526|| 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, 1:13:06 || Estimated Time: 20:35:41
2023-07-26 11:59:38,780 semantic_segmentation INFO: Iters: 105760/150000 || Lr: 0.006665 || Task Loss: 0.3231 || KD Loss: 0.0473|| 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, 1:13:23 || Estimated Time: 20:35:24
2023-07-26 11:59:55,374 semantic_segmentation INFO: Iters: 105770/150000 || Lr: 0.006663 || Task Loss: 0.2802 || KD Loss: 0.0364|| 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, 1:13:39 || Estimated Time: 20:35:08
2023-07-26 12:00:11,959 semantic_segmentation INFO: Iters: 105780/150000 || Lr: 0.006662 || Task Loss: 0.3360 || KD Loss: 0.0641|| 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, 1:13:56 || Estimated Time: 20:34:51
2023-07-26 12:00:29,234 semantic_segmentation INFO: Iters: 105790/150000 || Lr: 0.006661 || Task Loss: 0.2085 || KD Loss: 0.0365|| 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, 1:14:13 || Estimated Time: 20:34:34
2023-07-26 12:00:48,725 semantic_segmentation INFO: Iters: 105800/150000 || Lr: 0.006659 || Task Loss: 0.3782 || KD Loss: 0.0762|| 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, 1:14:33 || Estimated Time: 20:34:19
2023-07-26 12:01:05,200 semantic_segmentation INFO: Iters: 105810/150000 || Lr: 0.006658 || Task Loss: 0.5337 || KD Loss: 0.1033|| 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, 1:14:49 || Estimated Time: 20:34:02
2023-07-26 12:01:21,683 semantic_segmentation INFO: Iters: 105820/150000 || Lr: 0.006657 || Task Loss: 0.2750 || KD Loss: 0.0365|| 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, 1:15:06 || Estimated Time: 20:33:45
2023-07-26 12:01:38,187 semantic_segmentation INFO: Iters: 105830/150000 || Lr: 0.006655 || Task Loss: 0.3713 || KD Loss: 0.0579|| 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, 1:15:22 || Estimated Time: 20:33:28
2023-07-26 12:01:54,767 semantic_segmentation INFO: Iters: 105840/150000 || Lr: 0.006654 || Task Loss: 0.2660 || KD Loss: 0.0371|| 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, 1:15:39 || Estimated Time: 20:33:11
2023-07-26 12:02:11,566 semantic_segmentation INFO: Iters: 105850/150000 || Lr: 0.006653 || Task Loss: 0.4139 || KD Loss: 0.0359|| 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, 1:15:56 || Estimated Time: 20:32:54
2023-07-26 12:02:28,095 semantic_segmentation INFO: Iters: 105860/150000 || Lr: 0.006651 || Task Loss: 0.4468 || KD Loss: 0.0777|| 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, 1:16:12 || Estimated Time: 20:32:38
2023-07-26 12:02:44,531 semantic_segmentation INFO: Iters: 105870/150000 || Lr: 0.006650 || Task Loss: 0.2198 || KD Loss: 0.0248|| 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, 1:16:29 || Estimated Time: 20:32:21
2023-07-26 12:03:01,115 semantic_segmentation INFO: Iters: 105880/150000 || Lr: 0.006649 || Task Loss: 0.3095 || KD Loss: 0.0525|| 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, 1:16:45 || Estimated Time: 20:32:04
2023-07-26 12:03:17,505 semantic_segmentation INFO: Iters: 105890/150000 || Lr: 0.006647 || Task Loss: 0.4615 || KD Loss: 0.0883|| 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, 1:17:01 || Estimated Time: 20:31:47
2023-07-26 12:03:34,083 semantic_segmentation INFO: Iters: 105900/150000 || Lr: 0.006646 || Task Loss: 0.4261 || KD Loss: 0.0907|| 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, 1:17:18 || Estimated Time: 20:31:30
2023-07-26 12:03:50,664 semantic_segmentation INFO: Iters: 105910/150000 || Lr: 0.006645 || Task Loss: 0.4005 || KD Loss: 0.0911|| 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, 1:17:35 || Estimated Time: 20:31:13
2023-07-26 12:04:07,269 semantic_segmentation INFO: Iters: 105920/150000 || Lr: 0.006643 || Task Loss: 0.2934 || KD Loss: 0.0553|| 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, 1:17:51 || Estimated Time: 20:30:56
2023-07-26 12:04:23,753 semantic_segmentation INFO: Iters: 105930/150000 || Lr: 0.006642 || Task Loss: 0.3863 || KD Loss: 0.0551|| 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, 1:18:08 || Estimated Time: 20:30:40
2023-07-26 12:04:40,370 semantic_segmentation INFO: Iters: 105940/150000 || Lr: 0.006640 || Task Loss: 0.3071 || KD Loss: 0.0457|| 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, 1:18:24 || Estimated Time: 20:30:23
2023-07-26 12:04:57,009 semantic_segmentation INFO: Iters: 105950/150000 || Lr: 0.006639 || Task Loss: 0.3628 || KD Loss: 0.0595|| 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, 1:18:41 || Estimated Time: 20:30:06
2023-07-26 12:05:13,408 semantic_segmentation INFO: Iters: 105960/150000 || Lr: 0.006638 || Task Loss: 0.4063 || KD Loss: 0.0639|| 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, 1:18:57 || Estimated Time: 20:29:49
2023-07-26 12:05:30,126 semantic_segmentation INFO: Iters: 105970/150000 || Lr: 0.006636 || Task Loss: 0.4106 || KD Loss: 0.0640|| 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, 1:19:14 || Estimated Time: 20:29:32
2023-07-26 12:05:46,627 semantic_segmentation INFO: Iters: 105980/150000 || Lr: 0.006635 || Task Loss: 0.4303 || KD Loss: 0.0712|| 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, 1:19:31 || Estimated Time: 20:29:15
2023-07-26 12:06:03,291 semantic_segmentation INFO: Iters: 105990/150000 || Lr: 0.006634 || Task Loss: 0.3226 || KD Loss: 0.0825|| 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, 1:19:47 || Estimated Time: 20:28:59
2023-07-26 12:06:20,035 semantic_segmentation INFO: Iters: 106000/150000 || Lr: 0.006632 || Task Loss: 0.3222 || KD Loss: 0.0567|| 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, 1:20:04 || Estimated Time: 20:28:42
2023-07-26 12:06:36,620 semantic_segmentation INFO: Iters: 106010/150000 || Lr: 0.006631 || Task Loss: 0.5158 || KD Loss: 0.0551|| 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: 2 days, 1:20:21 || Estimated Time: 20:28:25
2023-07-26 12:06:53,376 semantic_segmentation INFO: Iters: 106020/150000 || Lr: 0.006630 || Task Loss: 0.2522 || KD Loss: 0.0349|| 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, 1:20:37 || Estimated Time: 20:28:08
2023-07-26 12:07:09,925 semantic_segmentation INFO: Iters: 106030/150000 || Lr: 0.006628 || Task Loss: 0.3920 || KD Loss: 0.0485|| 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, 1:20:54 || Estimated Time: 20:27:52
2023-07-26 12:07:26,537 semantic_segmentation INFO: Iters: 106040/150000 || Lr: 0.006627 || Task Loss: 0.2867 || KD Loss: 0.0652|| 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, 1:21:11 || Estimated Time: 20:27:35
2023-07-26 12:07:43,105 semantic_segmentation INFO: Iters: 106050/150000 || Lr: 0.006626 || Task Loss: 0.3204 || KD Loss: 0.0589|| 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, 1:21:27 || Estimated Time: 20:27:18
2023-07-26 12:07:59,619 semantic_segmentation INFO: Iters: 106060/150000 || Lr: 0.006624 || Task Loss: 0.4072 || KD Loss: 0.0742|| 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, 1:21:44 || Estimated Time: 20:27:01
2023-07-26 12:08:16,202 semantic_segmentation INFO: Iters: 106070/150000 || Lr: 0.006623 || Task Loss: 0.2339 || KD Loss: 0.0284|| 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, 1:22:00 || Estimated Time: 20:26:44
2023-07-26 12:08:32,793 semantic_segmentation INFO: Iters: 106080/150000 || Lr: 0.006621 || Task Loss: 0.3156 || KD Loss: 0.0604|| 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, 1:22:17 || Estimated Time: 20:26:27
2023-07-26 12:08:49,324 semantic_segmentation INFO: Iters: 106090/150000 || Lr: 0.006620 || Task Loss: 0.3607 || KD Loss: 0.0523|| 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, 1:22:33 || Estimated Time: 20:26:10
2023-07-26 12:09:05,845 semantic_segmentation INFO: Iters: 106100/150000 || Lr: 0.006619 || Task Loss: 0.3738 || KD Loss: 0.0919|| 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, 1:22:50 || Estimated Time: 20:25:54
2023-07-26 12:09:22,451 semantic_segmentation INFO: Iters: 106110/150000 || Lr: 0.006617 || Task Loss: 0.3798 || KD Loss: 0.0628|| 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, 1:23:06 || Estimated Time: 20:25:37
2023-07-26 12:09:39,100 semantic_segmentation INFO: Iters: 106120/150000 || Lr: 0.006616 || Task Loss: 0.3329 || KD Loss: 0.0555|| 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, 1:23:23 || Estimated Time: 20:25:20
2023-07-26 12:09:55,693 semantic_segmentation INFO: Iters: 106130/150000 || Lr: 0.006615 || Task Loss: 0.2071 || KD Loss: 0.0444|| 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, 1:23:40 || Estimated Time: 20:25:03
2023-07-26 12:10:12,396 semantic_segmentation INFO: Iters: 106140/150000 || Lr: 0.006613 || Task Loss: 0.3784 || KD Loss: 0.0452|| 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, 1:23:56 || Estimated Time: 20:24:46
2023-07-26 12:10:29,063 semantic_segmentation INFO: Iters: 106150/150000 || Lr: 0.006612 || Task Loss: 0.3188 || KD Loss: 0.0368|| 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, 1:24:13 || Estimated Time: 20:24:30
2023-07-26 12:10:45,610 semantic_segmentation INFO: Iters: 106160/150000 || Lr: 0.006611 || Task Loss: 0.2779 || KD Loss: 0.0524|| 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, 1:24:30 || Estimated Time: 20:24:13
2023-07-26 12:11:02,186 semantic_segmentation INFO: Iters: 106170/150000 || Lr: 0.006609 || Task Loss: 0.2489 || KD Loss: 0.0457|| 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, 1:24:46 || Estimated Time: 20:23:56
2023-07-26 12:11:18,771 semantic_segmentation INFO: Iters: 106180/150000 || Lr: 0.006608 || Task Loss: 0.3351 || KD Loss: 0.0809|| 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, 1:25:03 || Estimated Time: 20:23:39
2023-07-26 12:11:35,384 semantic_segmentation INFO: Iters: 106190/150000 || Lr: 0.006607 || Task Loss: 0.3334 || KD Loss: 0.0475|| 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, 1:25:19 || Estimated Time: 20:23:22
2023-07-26 12:11:51,868 semantic_segmentation INFO: Iters: 106200/150000 || Lr: 0.006605 || Task Loss: 0.3951 || KD Loss: 0.0579|| 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, 1:25:36 || Estimated Time: 20:23:05
2023-07-26 12:12:08,320 semantic_segmentation INFO: Iters: 106210/150000 || Lr: 0.006604 || Task Loss: 0.2631 || KD Loss: 0.0422|| 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, 1:25:52 || Estimated Time: 20:22:49
2023-07-26 12:12:24,747 semantic_segmentation INFO: Iters: 106220/150000 || Lr: 0.006602 || Task Loss: 0.3075 || KD Loss: 0.0532|| 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, 1:26:09 || Estimated Time: 20:22:32
2023-07-26 12:12:41,304 semantic_segmentation INFO: Iters: 106230/150000 || Lr: 0.006601 || Task Loss: 0.4019 || KD Loss: 0.0798|| 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, 1:26:25 || Estimated Time: 20:22:15
2023-07-26 12:12:57,686 semantic_segmentation INFO: Iters: 106240/150000 || Lr: 0.006600 || Task Loss: 0.3720 || KD Loss: 0.0499|| 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, 1:26:42 || Estimated Time: 20:21:58
2023-07-26 12:13:14,209 semantic_segmentation INFO: Iters: 106250/150000 || Lr: 0.006598 || Task Loss: 0.3905 || KD Loss: 0.0701|| 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, 1:26:58 || Estimated Time: 20:21:41
2023-07-26 12:13:30,665 semantic_segmentation INFO: Iters: 106260/150000 || Lr: 0.006597 || Task Loss: 0.3099 || KD Loss: 0.0411|| 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, 1:27:15 || Estimated Time: 20:21:24
2023-07-26 12:13:47,087 semantic_segmentation INFO: Iters: 106270/150000 || Lr: 0.006596 || Task Loss: 0.3127 || KD Loss: 0.0515|| 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, 1:27:31 || Estimated Time: 20:21:07
2023-07-26 12:14:03,617 semantic_segmentation INFO: Iters: 106280/150000 || Lr: 0.006594 || Task Loss: 0.3012 || KD Loss: 0.0599|| 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, 1:27:48 || Estimated Time: 20:20:50
2023-07-26 12:14:20,009 semantic_segmentation INFO: Iters: 106290/150000 || Lr: 0.006593 || Task Loss: 0.2333 || KD Loss: 0.0380|| 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, 1:28:04 || Estimated Time: 20:20:34
2023-07-26 12:14:36,406 semantic_segmentation INFO: Iters: 106300/150000 || Lr: 0.006592 || Task Loss: 0.1477 || KD Loss: 0.0264|| 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, 1:28:20 || Estimated Time: 20:20:17
2023-07-26 12:14:52,975 semantic_segmentation INFO: Iters: 106310/150000 || Lr: 0.006590 || Task Loss: 0.3196 || KD Loss: 0.0322|| 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, 1:28:37 || Estimated Time: 20:20:00
2023-07-26 12:15:09,382 semantic_segmentation INFO: Iters: 106320/150000 || Lr: 0.006589 || Task Loss: 0.2596 || KD Loss: 0.0408|| 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, 1:28:53 || Estimated Time: 20:19:43
2023-07-26 12:15:25,958 semantic_segmentation INFO: Iters: 106330/150000 || Lr: 0.006588 || Task Loss: 0.2960 || KD Loss: 0.0614|| 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, 1:29:10 || Estimated Time: 20:19:26
2023-07-26 12:15:42,393 semantic_segmentation INFO: Iters: 106340/150000 || Lr: 0.006586 || Task Loss: 0.6560 || KD Loss: 0.1713|| 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, 1:29:26 || Estimated Time: 20:19:09
2023-07-26 12:15:58,934 semantic_segmentation INFO: Iters: 106350/150000 || Lr: 0.006585 || Task Loss: 0.3720 || KD Loss: 0.0547|| 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, 1:29:43 || Estimated Time: 20:18:52
2023-07-26 12:16:15,666 semantic_segmentation INFO: Iters: 106360/150000 || Lr: 0.006583 || Task Loss: 0.2790 || KD Loss: 0.0527|| 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, 1:30:00 || Estimated Time: 20:18:36
2023-07-26 12:16:32,260 semantic_segmentation INFO: Iters: 106370/150000 || Lr: 0.006582 || Task Loss: 0.4684 || KD Loss: 0.0972|| 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: 2 days, 1:30:16 || Estimated Time: 20:18:19
2023-07-26 12:16:48,778 semantic_segmentation INFO: Iters: 106380/150000 || Lr: 0.006581 || Task Loss: 0.3918 || KD Loss: 0.0801|| 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, 1:30:33 || Estimated Time: 20:18:02
2023-07-26 12:17:05,364 semantic_segmentation INFO: Iters: 106390/150000 || Lr: 0.006579 || Task Loss: 0.5040 || KD Loss: 0.1010|| 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, 1:30:49 || Estimated Time: 20:17:45
2023-07-26 12:17:21,869 semantic_segmentation INFO: Iters: 106400/150000 || Lr: 0.006578 || Task Loss: 0.2613 || KD Loss: 0.0332|| 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, 1:31:06 || Estimated Time: 20:17:28
2023-07-26 12:17:21,980 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 12:17:22,424 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-26 12:17:22,438 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 12:17:22,451 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.167
2023-07-26 12:17:22,465 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.167
2023-07-26 12:17:22,478 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.245
2023-07-26 12:17:22,490 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.290
2023-07-26 12:17:22,503 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.335
2023-07-26 12:17:22,517 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.339
2023-07-26 12:17:22,529 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.380
2023-07-26 12:17:22,543 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.423
2023-07-26 12:17:22,557 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.426
2023-07-26 12:17:22,572 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.469
2023-07-26 12:17:22,584 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.418
2023-07-26 12:17:22,598 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.401
2023-07-26 12:17:22,612 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.921, mIoU: 0.398
2023-07-26 12:17:22,624 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.922, mIoU: 0.393
2023-07-26 12:17:22,636 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.915, mIoU: 0.379
2023-07-26 12:17:22,648 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.918, mIoU: 0.380
2023-07-26 12:17:22,663 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.390
2023-07-26 12:17:22,678 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.453
2023-07-26 12:17:22,692 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.460
2023-07-26 12:17:22,707 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.464
2023-07-26 12:17:22,721 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.486
2023-07-26 12:17:22,737 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.483
2023-07-26 12:17:22,753 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.484
2023-07-26 12:17:22,767 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.925, mIoU: 0.494
2023-07-26 12:17:22,782 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.498
2023-07-26 12:17:22,793 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.499
2023-07-26 12:17:22,809 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.491
2023-07-26 12:17:22,824 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.926, mIoU: 0.492
2023-07-26 12:17:22,837 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.495
2023-07-26 12:17:22,853 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.494
2023-07-26 12:17:22,868 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.504
2023-07-26 12:17:22,882 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.502
2023-07-26 12:17:22,897 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.543
2023-07-26 12:17:22,912 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.544
2023-07-26 12:17:22,926 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.544
2023-07-26 12:17:22,938 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.589
2023-07-26 12:17:22,955 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.601
2023-07-26 12:17:22,968 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.598
2023-07-26 12:17:22,981 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.615
2023-07-26 12:17:22,996 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.615
2023-07-26 12:17:23,010 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.612
2023-07-26 12:17:23,023 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.612
2023-07-26 12:17:23,038 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-26 12:17:23,053 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.629
2023-07-26 12:17:23,066 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.633
2023-07-26 12:17:23,079 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.634
2023-07-26 12:17:23,093 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.635
2023-07-26 12:17:23,109 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.632
2023-07-26 12:17:23,125 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.630
2023-07-26 12:17:23,140 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.630
2023-07-26 12:17:23,154 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.626
2023-07-26 12:17:23,170 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.627
2023-07-26 12:17:23,185 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.632
2023-07-26 12:17:23,198 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.631
2023-07-26 12:17:23,213 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.629
2023-07-26 12:17:23,230 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.629
2023-07-26 12:17:23,244 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.630
2023-07-26 12:17:23,258 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.663
2023-07-26 12:17:23,271 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.667
2023-07-26 12:17:23,286 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-26 12:17:23,298 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-26 12:17:23,316 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-26 12:17:23,329 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-26 12:17:23,343 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-26 12:17:23,358 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-26 12:17:23,370 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-26 12:17:23,385 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-26 12:17:23,400 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-26 12:17:23,416 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-26 12:17:23,430 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-26 12:17:23,445 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-26 12:17:23,460 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-26 12:17:23,474 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-26 12:17:23,489 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-26 12:17:23,504 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-26 12:17:23,513 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-26 12:17:23,528 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 12:17:23,544 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 12:17:23,557 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 12:17:23,572 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 12:17:23,587 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 12:17:23,602 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:17:23,617 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:17:23,632 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:17:23,647 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 12:17:23,663 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 12:17:23,678 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 12:17:23,691 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 12:17:23,707 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:17:23,722 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:17:23,737 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 12:17:23,752 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 12:17:23,767 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 12:17:23,781 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.725
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2023-07-26 12:17:23,807 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 12:17:23,822 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 12:17:23,834 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 12:17:23,849 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 12:17:23,862 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 12:17:23,875 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 12:17:23,889 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 12:17:23,904 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 12:17:23,915 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 12:17:23,931 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 12:17:23,945 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 12:17:23,958 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 12:17:23,970 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 12:17:23,983 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 12:17:23,997 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 12:17:24,013 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 12:17:24,028 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 12:17:24,044 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 12:17:24,057 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 12:17:24,070 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 12:17:24,086 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 12:17:24,100 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 12:17:24,115 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 12:17:24,130 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 12:17:24,144 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 12:17:24,158 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 12:17:24,174 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-26 12:17:24,188 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-26 12:17:24,196 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 12:17:24,207 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 12:17:24,223 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 12:17:24,231 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 12:17:24,244 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 12:17:24,258 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 12:17:24,273 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 12:17:24,285 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 12:17:24,300 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.700
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2023-07-26 12:17:24,338 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:24,351 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:24,365 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:24,378 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 12:17:24,393 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 12:17:24,408 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 12:17:24,423 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 12:17:24,439 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 12:17:24,454 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-26 12:17:24,468 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-26 12:17:24,483 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 12:17:24,497 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 12:17:24,507 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:17:24,522 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 12:17:24,537 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:17:24,636 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:17:24,651 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 12:17:24,666 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 12:17:24,683 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 12:17:24,711 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.717
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2023-07-26 12:17:24,739 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 12:17:24,752 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 12:17:24,764 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 12:17:24,807 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.930, mIoU: 0.680
2023-07-26 12:17:24,823 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.930, mIoU: 0.678
2023-07-26 12:17:24,836 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.930, mIoU: 0.678
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2023-07-26 12:17:25,008 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.932, mIoU: 0.686
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2023-07-26 12:17:25,180 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.930, mIoU: 0.678
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2023-07-26 12:17:25,236 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.929, mIoU: 0.677
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2023-07-26 12:17:25,324 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-26 12:17:25,353 semantic_segmentation INFO: Sample: 208, Validation pixAcc: 0.928, mIoU: 0.674
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2023-07-26 12:17:25,383 semantic_segmentation INFO: Sample: 210, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 12:17:25,399 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 12:17:25,414 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.928, mIoU: 0.674
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2023-07-26 12:17:28,214 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.924, mIoU: 0.653
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2023-07-26 12:17:28,242 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.923, mIoU: 0.653
2023-07-26 12:17:28,256 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.923, mIoU: 0.652
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2023-07-26 12:17:28,336 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-26 12:17:28,351 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-26 12:17:28,435 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.923, mIoU: 0.654
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2023-07-26 12:17:28,491 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 12:17:28,563 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.924, mIoU: 0.661
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2023-07-26 12:17:28,788 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 12:17:28,817 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 12:17:28,830 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.923, mIoU: 0.658
2023-07-26 12:17:28,844 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-26 12:17:28,867 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 12:17:28,881 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-26 12:17:28,895 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.924, mIoU: 0.658
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2023-07-26 12:17:28,926 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 12:17:29,005 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.924, mIoU: 0.659
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2023-07-26 12:17:29,061 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.924, mIoU: 0.660
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2023-07-26 12:17:29,107 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-26 12:17:29,121 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-26 12:17:29,134 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.925, mIoU: 0.660
2023-07-26 12:17:29,149 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.662
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2023-07-26 12:17:29,176 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 12:17:29,192 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 12:17:29,203 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 12:17:29,217 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 12:17:29,231 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.663
2023-07-26 12:17:29,245 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 12:17:29,260 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-26 12:17:29,274 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 12:17:29,284 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 12:17:29,297 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.666
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2023-07-26 12:17:29,397 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.926, mIoU: 0.669
2023-07-26 12:17:29,413 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.926, mIoU: 0.670
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2023-07-26 12:17:29,437 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.670
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2023-07-26 12:17:29,480 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 12:17:29,495 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 12:17:29,523 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,536 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,551 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.927, mIoU: 0.673
2023-07-26 12:17:29,567 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,582 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.927, mIoU: 0.672
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2023-07-26 12:17:29,611 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,623 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,638 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.927, mIoU: 0.671
2023-07-26 12:17:29,652 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-26 12:17:29,666 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-26 12:17:29,679 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.927, mIoU: 0.669
2023-07-26 12:17:29,695 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-26 12:17:29,710 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.927, mIoU: 0.670
2023-07-26 12:17:29,725 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 12:17:29,739 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 12:17:29,753 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.926, mIoU: 0.665
2023-07-26 12:17:29,768 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-26 12:17:29,783 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-26 12:17:29,798 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 12:17:29,812 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 12:17:29,825 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 12:17:29,840 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 12:17:29,855 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-26 12:17:29,867 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.926, mIoU: 0.671
2023-07-26 12:17:29,882 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 12:17:29,893 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 12:17:29,909 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 12:17:29,922 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 12:17:29,934 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 12:17:29,946 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 12:17:29,961 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 12:17:29,976 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.926, mIoU: 0.675
2023-07-26 12:17:29,991 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 12:17:30,006 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 12:17:30,014 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 12:17:30,029 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 12:17:30,045 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,060 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,075 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,090 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,103 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,116 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,130 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,145 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 12:17:30,160 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 12:17:30,172 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,185 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.927, mIoU: 0.678
2023-07-26 12:17:30,200 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.927, mIoU: 0.677
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2023-07-26 12:17:30,228 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,241 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 12:17:30,256 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,271 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.927, mIoU: 0.677
2023-07-26 12:17:30,286 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.927, mIoU: 0.676
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2023-07-26 12:17:30,314 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 12:17:30,329 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.927, mIoU: 0.679
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2023-07-26 12:17:30,433 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.927, mIoU: 0.680
2023-07-26 12:17:30,448 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.928, mIoU: 0.680
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2023-07-26 12:17:31,014 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 12:17:31,030 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 12:17:31,044 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.929, mIoU: 0.682
2023-07-26 12:17:31,059 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,074 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,088 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,103 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,117 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,130 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,144 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.928, mIoU: 0.683
2023-07-26 12:17:31,159 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,174 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,187 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,203 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,216 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,231 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,246 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,262 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 12:17:31,277 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,292 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-26 12:17:31,307 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,321 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 12:17:31,335 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,349 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,364 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,382 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,396 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 12:17:31,412 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,423 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.928, mIoU: 0.685
2023-07-26 12:17:31,435 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,450 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,463 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 12:17:31,477 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,490 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,503 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,517 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.929, mIoU: 0.684
2023-07-26 12:17:31,533 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 12:17:31,548 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.929, mIoU: 0.685
2023-07-26 12:17:31,564 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,577 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,591 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,605 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,619 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,634 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,649 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,664 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,679 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:31,694 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,707 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,722 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,737 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,751 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,765 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,779 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,795 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,809 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,822 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,836 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:31,851 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,866 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,878 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,891 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,899 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,914 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:31,929 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:31,944 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:31,959 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:31,973 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:31,988 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,004 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,019 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,031 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,046 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,060 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:32,076 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 12:17:32,091 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:32,104 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:32,118 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:32,131 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:32,145 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:32,158 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 12:17:32,172 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:32,185 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 12:17:32,199 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,215 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,226 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,241 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,254 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,265 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:32,280 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:32,295 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,309 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,324 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,338 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,353 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,366 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,381 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,395 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,413 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,428 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,443 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:32,458 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:32,471 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:32,483 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:32,496 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,510 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,526 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,539 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,552 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,566 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:32,580 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:32,595 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:32,610 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:32,625 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:32,638 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,653 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,666 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,680 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,695 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,709 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,725 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,738 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,754 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,771 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,785 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,798 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,813 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,828 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,843 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,857 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:32,869 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,882 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,895 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,908 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:32,923 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:32,939 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,952 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,966 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,979 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:32,994 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,009 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,022 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,034 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,049 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:33,064 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:33,077 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:33,092 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,107 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,120 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:33,133 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:33,148 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:33,163 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:33,180 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,193 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,207 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,220 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,235 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,247 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,260 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,275 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,290 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,302 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,317 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,332 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,347 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,362 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,375 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,387 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,401 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,415 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,428 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,441 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,456 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,469 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,482 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,496 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,512 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,526 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,542 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,555 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,568 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,582 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,597 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,612 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:33,626 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:33,639 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,651 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,662 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,677 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,692 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,706 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,719 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,730 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,743 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,757 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,771 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,785 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,800 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:33,813 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,829 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,842 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,857 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,871 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,886 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,901 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:33,915 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,931 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,946 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,961 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:33,976 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:33,990 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,005 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,019 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,033 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,047 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,061 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,074 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,087 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,099 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,115 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,128 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,143 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,157 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,168 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,182 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,197 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,211 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,225 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,240 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,255 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,268 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,283 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,298 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,313 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,326 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,337 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,354 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,370 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,385 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,398 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,413 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,428 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,442 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,456 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,469 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,483 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,495 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,510 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,523 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,535 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,550 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,562 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,576 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,590 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,605 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,618 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,633 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,647 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,661 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,677 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,691 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,707 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,722 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,731 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,745 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,758 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,773 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:34,787 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:34,804 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:34,818 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,832 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,847 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,861 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,877 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,892 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:34,905 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,921 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,936 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,950 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,963 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,978 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:34,992 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:17:35,007 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,020 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,035 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,049 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,062 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,076 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,090 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,103 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,117 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,129 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,143 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,158 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,172 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,187 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,201 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,216 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,229 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,241 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,256 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,268 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,281 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,296 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,310 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,325 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,340 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,352 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,365 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,380 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,395 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,407 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,422 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,435 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,450 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,463 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,479 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,494 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,509 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,518 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,534 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,549 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,562 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,577 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,592 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,606 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,619 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:35,634 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:35,649 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:35,665 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 12:17:35,680 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,694 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,711 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,726 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,739 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,753 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,768 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,782 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:35,794 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,810 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,826 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,841 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,848 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,861 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:35,874 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,886 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,897 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,912 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,926 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:35,941 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,952 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,965 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,979 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:35,989 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:36,004 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:17:36,017 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,031 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,046 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,060 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,075 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,086 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,099 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,114 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,129 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,144 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,158 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,171 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,181 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,192 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,205 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,216 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,231 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,244 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:36,259 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:36,274 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,289 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,302 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,317 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,332 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,346 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,361 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,375 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,388 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,403 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,418 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-26 12:17:36,431 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,443 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,458 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,470 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,486 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,499 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-26 12:17:36,514 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,529 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,546 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,562 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,575 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,590 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,606 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,621 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,635 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-26 12:17:36,649 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:36,661 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:36,676 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:36,690 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:36,705 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:17:36,719 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:36,734 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:36,749 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 12:17:36,763 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,777 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,789 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:36,804 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,814 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,827 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,841 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,853 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:36,867 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:36,881 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:36,896 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 12:17:36,911 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,927 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,942 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,956 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,969 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,984 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:36,997 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,011 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,026 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,039 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,054 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,067 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,081 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,096 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,111 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:37,125 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:37,140 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:17:37,152 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 12:17:37,165 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 12:17:37,179 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 12:17:37,192 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,205 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,220 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,235 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,250 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,263 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,275 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,291 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.931, mIoU: 0.692
2023-07-26 12:17:37,307 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,323 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 12:17:37,336 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,349 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,364 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,379 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,394 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,409 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,425 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-26 12:17:37,440 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:37,454 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:37,469 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:37,484 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:37,498 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-26 12:17:37,512 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.932, mIoU: 0.695
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2023-07-26 12:17:37,539 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.932, mIoU: 0.694
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2023-07-26 12:17:37,649 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:37,664 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:37,678 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:37,691 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:37,736 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:37,810 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:37,823 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:37,832 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:37,849 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:37,864 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 12:17:37,877 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 12:17:37,892 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:37,907 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:37,920 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:37,933 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 12:17:37,962 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.930, mIoU: 0.691
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2023-07-26 12:17:38,115 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:38,201 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:38,227 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:38,258 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 12:17:39,092 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.930, mIoU: 0.694
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2023-07-26 12:17:39,148 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:39,164 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:17:39,179 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 12:17:39,194 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,208 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,223 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,236 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,250 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,266 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,281 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,294 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,309 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,321 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,335 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,350 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,364 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,376 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,391 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,407 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,422 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,433 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,447 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,461 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,471 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,485 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,500 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,514 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,527 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,538 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,553 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,566 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,581 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,594 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,609 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,622 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,634 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,649 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,664 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,678 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,693 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,708 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,721 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,736 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,750 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,765 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,780 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,793 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,806 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,822 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,837 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,854 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,868 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,881 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,896 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 12:17:39,911 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,924 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,938 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,952 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,967 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,981 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:39,996 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,010 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,026 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,038 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,052 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,066 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,079 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,093 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,107 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,122 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,136 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 12:17:40,150 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:40,165 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,179 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,193 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,207 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,222 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,237 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,251 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,266 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,280 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,293 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,306 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,320 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,336 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,348 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,363 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,378 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,392 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,406 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,422 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,436 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,451 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,463 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,476 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,489 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,501 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,514 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,528 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,543 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,555 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:40,568 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,583 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,594 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,608 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,623 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,638 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,653 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,668 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,681 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,695 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 12:17:40,710 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,723 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,739 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,754 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,770 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,783 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,798 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,813 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,828 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,842 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:40,855 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 12:17:40,886 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,901 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,916 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,929 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:40,944 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 12:17:40,959 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 12:17:40,973 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 12:17:40,988 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 12:17:41,002 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,017 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,032 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,042 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,056 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,068 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.929, mIoU: 0.691
2023-07-26 12:17:41,081 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 12:17:41,125 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 12:17:41,150 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:41,163 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:41,177 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 12:17:41,190 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 12:17:41,219 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 12:17:41,261 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 12:17:41,288 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 12:17:41,315 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 12:17:41,329 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.929, mIoU: 0.690
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2023-07-26 12:17:41,356 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.930, mIoU: 0.690
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2023-07-26 12:17:41,777 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.929, mIoU: 0.688
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2023-07-26 12:17:41,887 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:41,902 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:41,917 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:41,933 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:41,948 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:41,961 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:41,974 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:41,990 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:42,004 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:42,018 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:42,033 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,047 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,061 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,076 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,088 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,103 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,115 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,129 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,144 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,158 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,173 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,185 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,200 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:42,214 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,230 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,244 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,259 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,274 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,289 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,302 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.929, mIoU: 0.686
2023-07-26 12:17:42,317 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,330 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,345 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,360 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,374 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,390 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,404 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,419 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,429 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,443 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,456 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,470 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,485 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,499 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,514 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,525 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,534 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,550 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,565 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,579 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,592 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,606 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,621 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,634 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,649 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,664 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,678 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,693 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,706 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.929, mIoU: 0.687
2023-07-26 12:17:42,721 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,735 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,750 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,763 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,777 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,792 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,806 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,822 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:42,834 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:42,848 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:42,862 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.929, mIoU: 0.688
2023-07-26 12:17:42,878 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.929, mIoU: 0.689
2023-07-26 12:17:59,341 semantic_segmentation INFO: Iters: 106410/150000 || Lr: 0.006577 || Task Loss: 0.3133 || KD Loss: 0.0530|| 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, 1:31:43 || Estimated Time: 20:17:20
2023-07-26 12:18:15,944 semantic_segmentation INFO: Iters: 106420/150000 || Lr: 0.006575 || Task Loss: 0.2425 || KD Loss: 0.0416|| 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, 1:32:00 || Estimated Time: 20:17:03
2023-07-26 12:18:32,604 semantic_segmentation INFO: Iters: 106430/150000 || Lr: 0.006574 || Task Loss: 0.3452 || KD Loss: 0.0490|| 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, 1:32:17 || Estimated Time: 20:16:46
2023-07-26 12:18:49,287 semantic_segmentation INFO: Iters: 106440/150000 || Lr: 0.006573 || Task Loss: 0.3778 || KD Loss: 0.0638|| 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, 1:32:33 || Estimated Time: 20:16:30
2023-07-26 12:19:05,898 semantic_segmentation INFO: Iters: 106450/150000 || Lr: 0.006571 || Task Loss: 0.3231 || KD Loss: 0.0700|| 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, 1:32:50 || Estimated Time: 20:16:13
2023-07-26 12:19:22,517 semantic_segmentation INFO: Iters: 106460/150000 || Lr: 0.006570 || Task Loss: 0.2799 || KD Loss: 0.0468|| 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, 1:33:06 || Estimated Time: 20:15:56
2023-07-26 12:19:39,229 semantic_segmentation INFO: Iters: 106470/150000 || Lr: 0.006569 || Task Loss: 0.3551 || KD Loss: 0.0591|| 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, 1:33:23 || Estimated Time: 20:15:39
2023-07-26 12:19:55,842 semantic_segmentation INFO: Iters: 106480/150000 || Lr: 0.006567 || Task Loss: 0.3496 || KD Loss: 0.0564|| 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, 1:33:40 || Estimated Time: 20:15:22
2023-07-26 12:20:12,535 semantic_segmentation INFO: Iters: 106490/150000 || Lr: 0.006566 || Task Loss: 0.3135 || KD Loss: 0.0426|| 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, 1:33:57 || Estimated Time: 20:15:06
2023-07-26 12:20:29,163 semantic_segmentation INFO: Iters: 106500/150000 || Lr: 0.006564 || Task Loss: 0.2442 || KD Loss: 0.0360|| 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, 1:34:13 || Estimated Time: 20:14:49
2023-07-26 12:20:45,864 semantic_segmentation INFO: Iters: 106510/150000 || Lr: 0.006563 || Task Loss: 0.2901 || KD Loss: 0.0448|| 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, 1:34:30 || Estimated Time: 20:14:32
2023-07-26 12:21:02,514 semantic_segmentation INFO: Iters: 106520/150000 || Lr: 0.006562 || Task Loss: 0.2859 || KD Loss: 0.0364|| 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, 1:34:46 || Estimated Time: 20:14:15
2023-07-26 12:21:19,198 semantic_segmentation INFO: Iters: 106530/150000 || Lr: 0.006560 || Task Loss: 0.2217 || 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, 1:35:03 || Estimated Time: 20:13:58
2023-07-26 12:21:35,839 semantic_segmentation INFO: Iters: 106540/150000 || Lr: 0.006559 || Task Loss: 0.4042 || KD Loss: 0.0908|| 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, 1:35:20 || Estimated Time: 20:13:42
2023-07-26 12:21:52,475 semantic_segmentation INFO: Iters: 106550/150000 || Lr: 0.006558 || Task Loss: 0.4017 || KD Loss: 0.0761|| 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, 1:35:36 || Estimated Time: 20:13:25
2023-07-26 12:22:09,205 semantic_segmentation INFO: Iters: 106560/150000 || Lr: 0.006556 || Task Loss: 0.3723 || KD Loss: 0.0459|| 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, 1:35:53 || Estimated Time: 20:13:08
2023-07-26 12:22:25,818 semantic_segmentation INFO: Iters: 106570/150000 || Lr: 0.006555 || Task Loss: 0.2889 || KD Loss: 0.0569|| 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, 1:36:10 || Estimated Time: 20:12:51
2023-07-26 12:22:42,420 semantic_segmentation INFO: Iters: 106580/150000 || Lr: 0.006554 || Task Loss: 0.3001 || KD Loss: 0.0389|| 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, 1:36:26 || Estimated Time: 20:12:34
2023-07-26 12:22:59,076 semantic_segmentation INFO: Iters: 106590/150000 || Lr: 0.006552 || Task Loss: 0.2655 || KD Loss: 0.0356|| 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, 1:36:43 || Estimated Time: 20:12:18
2023-07-26 12:23:15,787 semantic_segmentation INFO: Iters: 106600/150000 || Lr: 0.006551 || Task Loss: 0.2645 || 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, 1:37:00 || Estimated Time: 20:12:01
2023-07-26 12:23:32,374 semantic_segmentation INFO: Iters: 106610/150000 || Lr: 0.006549 || Task Loss: 0.2741 || KD Loss: 0.0456|| 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, 1:37:16 || Estimated Time: 20:11:44
2023-07-26 12:23:49,663 semantic_segmentation INFO: Iters: 106620/150000 || Lr: 0.006548 || Task Loss: 0.3315 || 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: 2 days, 1:37:34 || Estimated Time: 20:11:27
2023-07-26 12:24:09,286 semantic_segmentation INFO: Iters: 106630/150000 || Lr: 0.006547 || Task Loss: 0.3852 || 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: 2 days, 1:37:53 || Estimated Time: 20:11:12
2023-07-26 12:24:25,623 semantic_segmentation INFO: Iters: 106640/150000 || Lr: 0.006545 || Task Loss: 0.4051 || KD Loss: 0.0527|| 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, 1:38:10 || Estimated Time: 20:10:55
2023-07-26 12:24:42,075 semantic_segmentation INFO: Iters: 106650/150000 || Lr: 0.006544 || Task Loss: 0.3549 || KD Loss: 0.0486|| 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: 2 days, 1:38:26 || Estimated Time: 20:10:38
2023-07-26 12:24:58,603 semantic_segmentation INFO: Iters: 106660/150000 || Lr: 0.006543 || Task Loss: 0.3185 || KD Loss: 0.0572|| 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, 1:38:43 || Estimated Time: 20:10:21
2023-07-26 12:25:15,056 semantic_segmentation INFO: Iters: 106670/150000 || Lr: 0.006541 || Task Loss: 0.2052 || KD Loss: 0.0355|| 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, 1:38:59 || Estimated Time: 20:10:04
2023-07-26 12:25:31,580 semantic_segmentation INFO: Iters: 106680/150000 || Lr: 0.006540 || Task Loss: 0.4366 || KD Loss: 0.0648|| 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: 2 days, 1:39:16 || Estimated Time: 20:09:48
2023-07-26 12:25:47,955 semantic_segmentation INFO: Iters: 106690/150000 || Lr: 0.006539 || Task Loss: 0.3526 || KD Loss: 0.0342|| 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, 1:39:32 || Estimated Time: 20:09:31
2023-07-26 12:26:04,462 semantic_segmentation INFO: Iters: 106700/150000 || Lr: 0.006537 || Task Loss: 0.3351 || KD Loss: 0.0733|| 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, 1:39:48 || Estimated Time: 20:09:14
2023-07-26 12:26:20,914 semantic_segmentation INFO: Iters: 106710/150000 || Lr: 0.006536 || Task Loss: 0.4904 || KD Loss: 0.0906|| 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, 1:40:05 || Estimated Time: 20:08:57
2023-07-26 12:26:37,519 semantic_segmentation INFO: Iters: 106720/150000 || Lr: 0.006535 || Task Loss: 0.3336 || KD Loss: 0.0459|| 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, 1:40:21 || Estimated Time: 20:08:40
2023-07-26 12:26:53,990 semantic_segmentation INFO: Iters: 106730/150000 || Lr: 0.006533 || Task Loss: 0.2937 || KD Loss: 0.0475|| 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, 1:40:38 || Estimated Time: 20:08:23
2023-07-26 12:27:10,489 semantic_segmentation INFO: Iters: 106740/150000 || Lr: 0.006532 || Task Loss: 0.3088 || KD Loss: 0.0498|| 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, 1:40:54 || Estimated Time: 20:08:06
2023-07-26 12:27:26,900 semantic_segmentation INFO: Iters: 106750/150000 || Lr: 0.006530 || Task Loss: 0.2982 || KD Loss: 0.0498|| 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: 2 days, 1:41:11 || Estimated Time: 20:07:49
2023-07-26 12:27:43,476 semantic_segmentation INFO: Iters: 106760/150000 || Lr: 0.006529 || Task Loss: 0.2831 || KD Loss: 0.0575|| 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, 1:41:27 || Estimated Time: 20:07:33
2023-07-26 12:27:59,853 semantic_segmentation INFO: Iters: 106770/150000 || Lr: 0.006528 || Task Loss: 0.2484 || KD Loss: 0.0292|| 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, 1:41:44 || Estimated Time: 20:07:16
2023-07-26 12:28:16,429 semantic_segmentation INFO: Iters: 106780/150000 || Lr: 0.006526 || Task Loss: 0.3051 || KD Loss: 0.0608|| 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, 1:42:00 || Estimated Time: 20:06:59
2023-07-26 12:28:32,843 semantic_segmentation INFO: Iters: 106790/150000 || Lr: 0.006525 || Task Loss: 0.3666 || KD Loss: 0.0609|| 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, 1:42:17 || Estimated Time: 20:06:42
2023-07-26 12:28:49,404 semantic_segmentation INFO: Iters: 106800/150000 || Lr: 0.006524 || Task Loss: 0.2654 || KD Loss: 0.0399|| 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, 1:42:33 || Estimated Time: 20:06:25
2023-07-26 12:29:05,836 semantic_segmentation INFO: Iters: 106810/150000 || Lr: 0.006522 || Task Loss: 0.2597 || KD Loss: 0.0286|| 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, 1:42:50 || Estimated Time: 20:06:08
2023-07-26 12:29:22,703 semantic_segmentation INFO: Iters: 106820/150000 || Lr: 0.006521 || Task Loss: 0.3547 || KD Loss: 0.0687|| 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, 1:43:07 || Estimated Time: 20:05:52
2023-07-26 12:29:39,374 semantic_segmentation INFO: Iters: 106830/150000 || Lr: 0.006520 || Task Loss: 0.3244 || KD Loss: 0.0451|| 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, 1:43:23 || Estimated Time: 20:05:35
2023-07-26 12:29:55,925 semantic_segmentation INFO: Iters: 106840/150000 || Lr: 0.006518 || Task Loss: 0.3710 || KD Loss: 0.0591|| 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, 1:43:40 || Estimated Time: 20:05:18
2023-07-26 12:30:12,549 semantic_segmentation INFO: Iters: 106850/150000 || Lr: 0.006517 || Task Loss: 0.2721 || KD Loss: 0.0349|| 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, 1:43:57 || Estimated Time: 20:05:01
2023-07-26 12:30:29,046 semantic_segmentation INFO: Iters: 106860/150000 || Lr: 0.006516 || Task Loss: 0.3112 || KD Loss: 0.0637|| 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, 1:44:13 || Estimated Time: 20:04:44
2023-07-26 12:30:45,602 semantic_segmentation INFO: Iters: 106870/150000 || Lr: 0.006514 || Task Loss: 0.2722 || KD Loss: 0.0415|| 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, 1:44:30 || Estimated Time: 20:04:27
2023-07-26 12:31:02,214 semantic_segmentation INFO: Iters: 106880/150000 || Lr: 0.006513 || Task Loss: 0.4366 || KD Loss: 0.0732|| 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, 1:44:46 || Estimated Time: 20:04:11
2023-07-26 12:31:18,851 semantic_segmentation INFO: Iters: 106890/150000 || Lr: 0.006511 || Task Loss: 0.2633 || KD Loss: 0.0418|| 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, 1:45:03 || Estimated Time: 20:03:54
2023-07-26 12:31:35,504 semantic_segmentation INFO: Iters: 106900/150000 || Lr: 0.006510 || Task Loss: 0.3254 || KD Loss: 0.0508|| 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, 1:45:19 || Estimated Time: 20:03:37
2023-07-26 12:31:52,459 semantic_segmentation INFO: Iters: 106910/150000 || Lr: 0.006509 || Task Loss: 0.3235 || KD Loss: 0.0424|| 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, 1:45:36 || Estimated Time: 20:03:20
2023-07-26 12:32:08,897 semantic_segmentation INFO: Iters: 106920/150000 || Lr: 0.006507 || Task Loss: 0.2029 || KD Loss: 0.0316|| 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, 1:45:53 || Estimated Time: 20:03:03
2023-07-26 12:32:25,585 semantic_segmentation INFO: Iters: 106930/150000 || Lr: 0.006506 || Task Loss: 0.3456 || KD Loss: 0.0486|| 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, 1:46:10 || Estimated Time: 20:02:47
2023-07-26 12:32:42,273 semantic_segmentation INFO: Iters: 106940/150000 || Lr: 0.006505 || Task Loss: 0.2863 || KD Loss: 0.0358|| 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, 1:46:26 || Estimated Time: 20:02:30
2023-07-26 12:32:58,872 semantic_segmentation INFO: Iters: 106950/150000 || Lr: 0.006503 || Task Loss: 0.4202 || KD Loss: 0.0576|| 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, 1:46:43 || Estimated Time: 20:02:13
2023-07-26 12:33:15,485 semantic_segmentation INFO: Iters: 106960/150000 || Lr: 0.006502 || Task Loss: 0.3325 || KD Loss: 0.0562|| 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, 1:46:59 || Estimated Time: 20:01:56
2023-07-26 12:33:32,122 semantic_segmentation INFO: Iters: 106970/150000 || Lr: 0.006501 || Task Loss: 0.3302 || KD Loss: 0.0335|| 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, 1:47:16 || Estimated Time: 20:01:39
2023-07-26 12:33:48,828 semantic_segmentation INFO: Iters: 106980/150000 || Lr: 0.006499 || Task Loss: 0.3577 || KD Loss: 0.0475|| 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, 1:47:33 || Estimated Time: 20:01:23
2023-07-26 12:34:05,479 semantic_segmentation INFO: Iters: 106990/150000 || Lr: 0.006498 || Task Loss: 0.2675 || KD Loss: 0.0330|| 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, 1:47:49 || Estimated Time: 20:01:06
2023-07-26 12:34:22,143 semantic_segmentation INFO: Iters: 107000/150000 || Lr: 0.006496 || Task Loss: 0.3505 || KD Loss: 0.0301|| 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, 1:48:06 || Estimated Time: 20:00:49
2023-07-26 12:34:38,720 semantic_segmentation INFO: Iters: 107010/150000 || Lr: 0.006495 || Task Loss: 0.3862 || KD Loss: 0.0472|| 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, 1:48:23 || Estimated Time: 20:00:32
2023-07-26 12:34:55,397 semantic_segmentation INFO: Iters: 107020/150000 || Lr: 0.006494 || Task Loss: 0.4488 || KD Loss: 0.0800|| 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, 1:48:39 || Estimated Time: 20:00:15
2023-07-26 12:35:12,048 semantic_segmentation INFO: Iters: 107030/150000 || Lr: 0.006492 || Task Loss: 0.2802 || KD Loss: 0.0411|| 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, 1:48:56 || Estimated Time: 19:59:59
2023-07-26 12:35:28,779 semantic_segmentation INFO: Iters: 107040/150000 || Lr: 0.006491 || Task Loss: 0.2339 || KD Loss: 0.0404|| 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, 1:49:13 || Estimated Time: 19:59:42
2023-07-26 12:35:45,378 semantic_segmentation INFO: Iters: 107050/150000 || Lr: 0.006490 || Task Loss: 0.3990 || KD Loss: 0.0576|| 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, 1:49:29 || Estimated Time: 19:59:25
2023-07-26 12:36:01,968 semantic_segmentation INFO: Iters: 107060/150000 || Lr: 0.006488 || Task Loss: 0.2269 || KD Loss: 0.0348|| 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, 1:49:46 || Estimated Time: 19:59:08
2023-07-26 12:36:18,644 semantic_segmentation INFO: Iters: 107070/150000 || Lr: 0.006487 || Task Loss: 0.2641 || 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: 2 days, 1:50:03 || Estimated Time: 19:58:51
2023-07-26 12:36:35,215 semantic_segmentation INFO: Iters: 107080/150000 || Lr: 0.006486 || Task Loss: 0.5577 || KD Loss: 0.0764|| 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: 2 days, 1:50:19 || Estimated Time: 19:58:35
2023-07-26 12:36:51,736 semantic_segmentation INFO: Iters: 107090/150000 || Lr: 0.006484 || Task Loss: 0.3591 || KD Loss: 0.0488|| 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, 1:50:36 || Estimated Time: 19:58:18
2023-07-26 12:37:08,313 semantic_segmentation INFO: Iters: 107100/150000 || Lr: 0.006483 || Task Loss: 0.3424 || KD Loss: 0.0355|| 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, 1:50:52 || Estimated Time: 19:58:01
2023-07-26 12:37:24,899 semantic_segmentation INFO: Iters: 107110/150000 || Lr: 0.006482 || Task Loss: 0.3341 || KD Loss: 0.0681|| 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, 1:51:09 || Estimated Time: 19:57:44
2023-07-26 12:37:41,410 semantic_segmentation INFO: Iters: 107120/150000 || Lr: 0.006480 || Task Loss: 0.3913 || KD Loss: 0.0439|| 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, 1:51:25 || Estimated Time: 19:57:27
2023-07-26 12:37:57,884 semantic_segmentation INFO: Iters: 107130/150000 || Lr: 0.006479 || Task Loss: 0.3437 || KD Loss: 0.0707|| 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, 1:51:42 || Estimated Time: 19:57:10
2023-07-26 12:38:14,469 semantic_segmentation INFO: Iters: 107140/150000 || Lr: 0.006477 || Task Loss: 0.4287 || KD Loss: 0.0699|| 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, 1:51:58 || Estimated Time: 19:56:54
2023-07-26 12:38:30,981 semantic_segmentation INFO: Iters: 107150/150000 || Lr: 0.006476 || Task Loss: 0.2596 || KD Loss: 0.0421|| 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, 1:52:15 || Estimated Time: 19:56:37
2023-07-26 12:38:47,439 semantic_segmentation INFO: Iters: 107160/150000 || Lr: 0.006475 || Task Loss: 0.2687 || KD Loss: 0.0435|| 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, 1:52:31 || Estimated Time: 19:56:20
2023-07-26 12:39:04,007 semantic_segmentation INFO: Iters: 107170/150000 || Lr: 0.006473 || Task Loss: 0.2616 || KD Loss: 0.0482|| 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, 1:52:48 || Estimated Time: 19:56:03
2023-07-26 12:39:20,413 semantic_segmentation INFO: Iters: 107180/150000 || Lr: 0.006472 || Task Loss: 0.2809 || KD Loss: 0.0543|| 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, 1:53:04 || Estimated Time: 19:55:46
2023-07-26 12:39:36,989 semantic_segmentation INFO: Iters: 107190/150000 || Lr: 0.006471 || Task Loss: 0.3427 || KD Loss: 0.0530|| 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, 1:53:21 || Estimated Time: 19:55:29
2023-07-26 12:39:53,567 semantic_segmentation INFO: Iters: 107200/150000 || Lr: 0.006469 || Task Loss: 0.3023 || KD Loss: 0.0625|| 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, 1:53:38 || Estimated Time: 19:55:12
2023-07-26 12:39:53,679 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 12:39:54,141 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 12:39:54,172 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.135
2023-07-26 12:39:54,184 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.168
2023-07-26 12:39:54,198 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.169
2023-07-26 12:39:54,211 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.247
2023-07-26 12:39:54,223 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.293
2023-07-26 12:39:54,237 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.337
2023-07-26 12:39:54,251 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.340
2023-07-26 12:39:54,263 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.380
2023-07-26 12:39:54,276 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.422
2023-07-26 12:39:54,290 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.461
2023-07-26 12:39:54,305 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.507
2023-07-26 12:39:54,317 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.500
2023-07-26 12:39:54,331 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.475
2023-07-26 12:39:54,346 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.475
2023-07-26 12:39:54,360 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.469
2023-07-26 12:39:54,371 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.462
2023-07-26 12:39:54,383 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.462
2023-07-26 12:39:54,397 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.463
2023-07-26 12:39:54,413 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.522
2023-07-26 12:39:54,427 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.523
2023-07-26 12:39:54,441 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.528
2023-07-26 12:39:54,456 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.563
2023-07-26 12:39:54,472 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.562
2023-07-26 12:39:54,487 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.562
2023-07-26 12:39:54,501 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.559
2023-07-26 12:39:54,515 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.564
2023-07-26 12:39:54,527 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.566
2023-07-26 12:39:54,542 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.554
2023-07-26 12:39:54,557 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.554
2023-07-26 12:39:54,570 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.554
2023-07-26 12:39:54,586 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.552
2023-07-26 12:39:54,600 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.562
2023-07-26 12:39:54,615 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.560
2023-07-26 12:39:54,630 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.605
2023-07-26 12:39:54,645 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.606
2023-07-26 12:39:54,658 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.608
2023-07-26 12:39:54,670 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.653
2023-07-26 12:39:54,687 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.654
2023-07-26 12:39:54,700 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.653
2023-07-26 12:39:54,713 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.672
2023-07-26 12:39:54,728 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.672
2023-07-26 12:39:54,742 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.666
2023-07-26 12:39:54,756 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.666
2023-07-26 12:39:54,771 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.675
2023-07-26 12:39:54,786 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.679
2023-07-26 12:39:54,799 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.681
2023-07-26 12:39:54,812 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.682
2023-07-26 12:39:54,826 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.685
2023-07-26 12:39:54,842 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.677
2023-07-26 12:39:54,857 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.676
2023-07-26 12:39:54,872 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 12:39:54,885 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.672
2023-07-26 12:39:54,901 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.673
2023-07-26 12:39:54,916 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-26 12:39:54,929 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 12:39:54,945 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.674
2023-07-26 12:39:54,962 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-26 12:39:54,975 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.675
2023-07-26 12:39:54,990 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-26 12:39:55,003 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-26 12:39:55,018 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-26 12:39:55,031 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-26 12:39:55,049 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-26 12:39:55,062 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-26 12:39:55,077 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-26 12:39:55,092 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-26 12:39:55,105 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-26 12:39:55,120 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.753
2023-07-26 12:39:55,136 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.738
2023-07-26 12:39:55,152 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-26 12:39:55,165 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-26 12:39:55,180 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-26 12:39:55,195 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 12:39:55,210 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-26 12:39:55,225 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 12:39:55,240 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 12:39:55,249 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-26 12:39:55,265 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.758
2023-07-26 12:39:55,282 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.759
2023-07-26 12:39:55,294 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.731
2023-07-26 12:39:55,309 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.733
2023-07-26 12:39:55,324 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.732
2023-07-26 12:39:55,338 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 12:39:55,354 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-26 12:39:55,371 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 12:39:55,386 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 12:39:55,400 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 12:39:55,415 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 12:39:55,428 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 12:39:55,442 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:39:55,457 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 12:39:55,472 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:39:55,486 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:39:55,501 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 12:39:55,516 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 12:39:55,529 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 12:39:55,542 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:39:55,556 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 12:39:55,569 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:39:55,584 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:39:55,598 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:39:55,612 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:39:55,627 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:39:55,642 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:39:55,655 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:39:55,669 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:39:55,684 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 12:39:55,697 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:39:55,710 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 12:39:55,723 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:39:55,736 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 12:39:55,750 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 12:39:55,765 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 12:39:55,780 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 12:39:55,793 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 12:39:55,805 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-26 12:39:55,820 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:39:55,833 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-26 12:39:55,847 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 12:39:55,862 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.691
2023-07-26 12:39:55,875 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-26 12:39:55,887 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 12:39:55,903 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 12:39:55,918 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-26 12:39:55,927 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 12:39:55,939 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 12:39:55,955 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-26 12:39:55,964 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-26 12:39:55,978 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 12:39:55,993 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 12:39:56,008 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-26 12:39:56,021 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.683
2023-07-26 12:39:56,037 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-26 12:39:56,050 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.684
2023-07-26 12:39:56,063 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-26 12:39:56,078 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 12:39:56,092 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.681
2023-07-26 12:39:56,106 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-26 12:39:56,119 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-26 12:39:56,134 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-26 12:39:56,149 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.932, mIoU: 0.681
2023-07-26 12:39:56,163 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-26 12:39:56,178 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 12:39:56,193 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.687
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2023-07-26 12:39:59,257 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 12:39:59,272 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.928, mIoU: 0.682
2023-07-26 12:39:59,284 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.928, mIoU: 0.682
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2023-07-26 12:39:59,330 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.929, mIoU: 0.682
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2023-07-26 12:39:59,357 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.926, mIoU: 0.676
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2023-07-26 12:39:59,386 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.926, mIoU: 0.676
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2023-07-26 12:39:59,534 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.927, mIoU: 0.673
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2023-07-26 12:39:59,965 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.929, mIoU: 0.674
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2023-07-26 12:39:59,992 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 12:40:00,007 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-26 12:40:00,021 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.928, mIoU: 0.672
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2023-07-26 12:40:00,088 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 12:40:00,300 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.928, mIoU: 0.678
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2023-07-26 12:40:00,387 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.929, mIoU: 0.679
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2023-07-26 12:40:00,448 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.929, mIoU: 0.681
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2023-07-26 12:40:00,492 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.929, mIoU: 0.682
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2023-07-26 12:40:00,590 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.678
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2023-07-26 12:40:00,861 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.928, mIoU: 0.679
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2023-07-26 12:40:01,081 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.685
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2023-07-26 12:40:01,204 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-26 12:40:01,242 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 12:40:01,298 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.931, mIoU: 0.691
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2023-07-26 12:40:01,807 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 12:40:01,822 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,837 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,852 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,866 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,878 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,891 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,906 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 12:40:01,920 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 12:40:01,934 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 12:40:01,947 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 12:40:01,959 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 12:40:01,974 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:40:01,987 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:40:02,002 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 12:40:02,015 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:40:02,029 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,044 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:40:02,060 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:40:02,073 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,088 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,103 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,116 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,131 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,146 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,161 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,175 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,188 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,204 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,218 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,235 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,245 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,259 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,274 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,287 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,301 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,314 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,329 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,343 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,358 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,371 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,383 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,395 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,410 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,424 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,439 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,453 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,469 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,483 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,498 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,514 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,526 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,541 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,556 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,571 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,586 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,601 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,612 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,627 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,642 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,656 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,670 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,685 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,697 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,712 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,726 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,741 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 12:40:02,754 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,769 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,783 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,798 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,812 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.934, mIoU: 0.702
2023-07-26 12:40:02,828 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:40:02,843 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:40:02,858 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:40:02,873 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:40:02,887 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,900 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:02,915 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:02,929 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,944 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,957 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,972 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:02,985 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,000 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,015 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,031 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,045 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,060 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,075 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,089 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 12:40:03,103 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:03,117 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:03,131 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 12:40:03,149 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:03,163 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 12:40:03,178 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 12:40:03,188 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 12:40:03,201 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,215 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,228 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,242 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,255 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,268 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,282 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:03,299 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:03,314 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,330 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 12:40:03,343 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:03,357 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,370 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:03,384 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:03,399 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:03,414 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:40:03,429 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,444 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 12:40:03,472 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,487 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,503 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,515 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 12:40:03,585 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,599 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,614 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 12:40:03,629 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 12:40:03,676 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:03,691 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 12:40:03,751 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 12:40:03,781 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 12:40:03,823 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 12:40:03,838 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 12:40:03,878 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 12:40:04,324 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 12:40:04,368 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,383 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-26 12:40:04,484 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.932, mIoU: 0.700
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2023-07-26 12:40:04,544 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:04,557 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:04,573 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,588 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:04,603 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:04,618 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 12:40:04,630 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,643 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,656 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,669 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 12:40:04,684 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 12:40:04,701 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,714 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,729 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,741 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,756 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,771 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,784 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,797 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,811 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,827 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,840 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,854 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,869 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,883 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,895 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 12:40:04,910 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,925 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,942 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,955 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,969 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:04,982 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 12:40:04,998 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,011 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,023 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 12:40:05,038 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,053 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,066 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,081 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,096 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,111 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,127 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,140 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,152 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,167 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,180 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,193 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,206 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,222 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,235 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,247 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,262 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,277 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,292 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,308 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,321 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,334 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,349 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 12:40:05,363 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 12:40:05,378 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 12:40:05,392 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 12:40:05,404 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 12:40:05,417 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,428 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,443 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,458 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,472 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,485 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,496 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,509 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,525 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,541 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,554 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,569 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 12:40:05,582 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,597 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,611 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,626 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,639 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,654 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,669 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 12:40:05,682 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,698 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,713 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 12:40:05,728 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,742 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,756 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,771 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,785 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,798 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,812 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,827 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,840 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,852 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,865 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,880 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,893 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,909 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,923 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,935 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,949 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,966 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,981 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:05,994 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,009 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,023 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,037 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,051 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,067 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,081 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,094 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,106 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,123 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,137 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,152 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,165 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,180 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 12:40:06,195 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,210 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,225 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,238 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,253 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,267 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 12:40:06,282 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,296 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,309 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,325 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,338 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,353 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,367 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:06,382 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,396 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,410 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,424 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,438 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,454 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,468 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,483 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,498 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,507 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,523 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,537 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,552 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,566 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,581 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,594 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,608 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,623 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:06,636 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,651 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,666 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,679 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,694 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,708 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,722 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,735 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,749 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,764 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,780 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:06,793 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,808 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,823 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,837 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:06,851 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,866 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,878 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,892 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,905 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,919 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,934 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,949 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,963 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:06,977 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:06,992 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,004 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,016 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,031 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:07,043 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:07,055 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:07,070 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 12:40:07,084 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,098 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,113 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,125 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,137 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,153 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,167 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,181 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,195 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,208 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,224 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 12:40:07,238 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,254 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,269 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,283 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,292 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,308 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,324 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,337 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,351 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,365 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,380 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,392 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,407 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,421 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,436 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,451 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,465 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,481 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,496 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,509 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,523 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,538 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,553 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,567 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,581 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,597 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,611 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,618 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,632 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,645 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 12:40:07,657 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,669 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,683 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,698 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,713 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 12:40:07,724 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,737 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,752 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,762 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,778 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 12:40:07,790 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,804 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,818 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,833 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,847 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,858 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,871 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,885 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,899 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,914 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,928 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,940 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,950 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,961 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:07,974 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:07,985 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,000 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,013 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:08,028 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:08,043 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:08,058 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:08,072 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 12:40:08,086 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,101 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,115 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,130 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,144 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,158 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:08,173 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 12:40:08,188 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 12:40:08,201 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,214 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,228 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,240 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,256 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,268 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,283 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,297 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,314 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,331 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,343 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,358 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,372 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,387 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,401 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,414 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,427 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,442 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:08,457 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:40:08,472 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:40:08,486 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:40:08,501 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:40:08,517 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 12:40:08,531 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,547 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,561 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,576 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,586 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,599 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,613 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,625 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,639 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,653 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,668 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,683 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,698 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,712 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,726 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,738 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,752 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,764 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,779 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,793 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,805 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,820 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,833 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,847 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,862 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,877 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,891 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,905 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,918 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,930 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,945 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 12:40:08,957 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,970 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:08,985 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,000 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,014 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,027 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,039 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,054 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,070 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,085 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,098 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,111 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,125 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,140 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,155 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,169 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,184 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,198 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,212 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,226 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,241 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 12:40:09,255 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,269 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,284 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,296 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,311 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,325 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,340 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,352 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 12:40:09,366 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 12:40:09,380 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,395 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,408 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,422 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,436 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,451 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 12:40:09,466 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,480 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,495 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,507 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,522 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,538 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,551 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 12:40:09,569 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 12:40:09,590 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 12:40:09,632 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,648 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,663 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,676 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,689 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,704 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,719 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,734 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,750 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,764 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,781 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,795 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,807 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 12:40:09,822 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,838 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,853 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,865 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,878 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,893 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,908 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,923 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,938 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,951 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:09,966 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 12:40:09,980 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 12:40:10,281 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 12:40:11,114 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,128 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,141 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:11,211 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:11,236 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:11,250 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 12:40:11,280 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,293 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,306 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,321 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,336 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,351 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:11,381 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,394 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:11,407 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:11,467 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 12:40:11,538 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 12:40:11,678 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:11,690 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 12:40:11,703 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 12:40:11,761 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 12:40:11,832 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 12:40:11,934 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 12:40:12,480 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 12:40:12,538 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:12,622 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 12:40:12,651 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:12,665 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:12,679 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,692 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,706 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,721 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,736 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,751 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,765 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,780 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,795 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,806 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,820 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,833 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,846 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,863 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,877 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,891 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,904 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,917 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,930 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,945 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,959 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,974 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:12,989 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,002 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,017 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,032 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,045 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,060 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,075 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,088 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,102 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,113 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,128 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,142 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,156 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,171 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,183 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,196 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,209 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 12:40:13,223 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,236 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,249 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,261 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,275 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,290 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,304 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,316 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,331 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,348 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,363 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 12:40:13,377 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,392 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,400 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,414 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,427 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,439 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,453 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,468 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,482 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,497 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,513 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,528 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 12:40:13,544 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,557 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,573 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,590 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,605 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,625 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,641 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,659 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 12:40:13,672 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,687 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,703 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,717 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,729 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,741 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,755 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,775 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,789 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 12:40:13,803 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:13,817 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,832 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,846 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,858 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,872 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,884 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,898 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,913 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,927 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,940 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,953 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,967 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,981 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:13,996 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,010 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,024 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,038 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,052 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,064 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:14,078 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,091 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,105 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,119 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:14,133 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 12:40:14,147 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,162 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,175 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,184 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,198 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,211 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,225 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,239 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,253 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,267 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,278 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,288 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,303 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,317 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,332 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,345 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,359 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,373 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,385 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,400 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,414 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,427 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,441 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,453 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,467 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,481 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,495 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,507 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,521 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,535 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,549 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,564 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 12:40:14,576 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 12:40:14,590 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 12:40:14,604 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 12:40:14,620 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 12:40:31,053 semantic_segmentation INFO: Iters: 107210/150000 || Lr: 0.006468 || Task Loss: 0.3220 || KD Loss: 0.0564|| 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, 1:54:15 || Estimated Time: 19:55:04
2023-07-26 12:40:47,453 semantic_segmentation INFO: Iters: 107220/150000 || Lr: 0.006467 || Task Loss: 0.3550 || KD Loss: 0.0726|| 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, 1:54:31 || Estimated Time: 19:54:47
2023-07-26 12:41:04,041 semantic_segmentation INFO: Iters: 107230/150000 || Lr: 0.006465 || Task Loss: 0.3065 || KD Loss: 0.0383|| 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, 1:54:48 || Estimated Time: 19:54:30
2023-07-26 12:41:20,639 semantic_segmentation INFO: Iters: 107240/150000 || Lr: 0.006464 || Task Loss: 0.2508 || KD Loss: 0.0428|| 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, 1:55:05 || Estimated Time: 19:54:13
2023-07-26 12:41:37,222 semantic_segmentation INFO: Iters: 107250/150000 || Lr: 0.006462 || Task Loss: 0.4675 || KD Loss: 0.0488|| 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, 1:55:21 || Estimated Time: 19:53:57
2023-07-26 12:41:53,601 semantic_segmentation INFO: Iters: 107260/150000 || Lr: 0.006461 || Task Loss: 0.3799 || KD Loss: 0.0772|| 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, 1:55:38 || Estimated Time: 19:53:40
2023-07-26 12:42:10,074 semantic_segmentation INFO: Iters: 107270/150000 || Lr: 0.006460 || Task Loss: 0.4288 || KD Loss: 0.1054|| 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, 1:55:54 || Estimated Time: 19:53:23
2023-07-26 12:42:26,591 semantic_segmentation INFO: Iters: 107280/150000 || Lr: 0.006458 || Task Loss: 0.2663 || KD Loss: 0.0334|| 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, 1:56:11 || Estimated Time: 19:53:06
2023-07-26 12:42:43,166 semantic_segmentation INFO: Iters: 107290/150000 || Lr: 0.006457 || Task Loss: 0.3118 || KD Loss: 0.0703|| 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, 1:56:27 || Estimated Time: 19:52:49
2023-07-26 12:42:59,736 semantic_segmentation INFO: Iters: 107300/150000 || Lr: 0.006456 || Task Loss: 0.2808 || KD Loss: 0.0569|| 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, 1:56:44 || Estimated Time: 19:52:32
2023-07-26 12:43:16,283 semantic_segmentation INFO: Iters: 107310/150000 || Lr: 0.006454 || Task Loss: 0.2505 || KD Loss: 0.0472|| 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, 1:57:00 || Estimated Time: 19:52:15
2023-07-26 12:43:32,859 semantic_segmentation INFO: Iters: 107320/150000 || Lr: 0.006453 || Task Loss: 0.3485 || KD Loss: 0.0589|| 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, 1:57:17 || Estimated Time: 19:51:59
2023-07-26 12:43:49,432 semantic_segmentation INFO: Iters: 107330/150000 || Lr: 0.006452 || Task Loss: 0.3174 || KD Loss: 0.0320|| 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, 1:57:33 || Estimated Time: 19:51:42
2023-07-26 12:44:06,098 semantic_segmentation INFO: Iters: 107340/150000 || Lr: 0.006450 || Task Loss: 0.3327 || KD Loss: 0.0469|| 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, 1:57:50 || Estimated Time: 19:51:25
2023-07-26 12:44:22,677 semantic_segmentation INFO: Iters: 107350/150000 || Lr: 0.006449 || Task Loss: 0.2995 || KD Loss: 0.0547|| 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, 1:58:07 || Estimated Time: 19:51:08
2023-07-26 12:44:39,227 semantic_segmentation INFO: Iters: 107360/150000 || Lr: 0.006448 || Task Loss: 0.3949 || KD Loss: 0.0535|| 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, 1:58:23 || Estimated Time: 19:50:51
2023-07-26 12:44:55,859 semantic_segmentation INFO: Iters: 107370/150000 || Lr: 0.006446 || Task Loss: 0.4537 || KD Loss: 0.0463|| 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, 1:58:40 || Estimated Time: 19:50:35
2023-07-26 12:45:12,351 semantic_segmentation INFO: Iters: 107380/150000 || Lr: 0.006445 || Task Loss: 0.2115 || KD Loss: 0.0403|| 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, 1:58:56 || Estimated Time: 19:50:18
2023-07-26 12:45:28,901 semantic_segmentation INFO: Iters: 107390/150000 || Lr: 0.006443 || Task Loss: 0.3818 || KD Loss: 0.0478|| 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, 1:59:13 || Estimated Time: 19:50:01
2023-07-26 12:45:45,497 semantic_segmentation INFO: Iters: 107400/150000 || Lr: 0.006442 || Task Loss: 0.2990 || KD Loss: 0.0521|| 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, 1:59:29 || Estimated Time: 19:49:44
2023-07-26 12:46:02,030 semantic_segmentation INFO: Iters: 107410/150000 || Lr: 0.006441 || Task Loss: 0.3301 || KD Loss: 0.0490|| 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, 1:59:46 || Estimated Time: 19:49:27
2023-07-26 12:46:18,629 semantic_segmentation INFO: Iters: 107420/150000 || Lr: 0.006439 || Task Loss: 0.3942 || KD Loss: 0.0455|| 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, 2:00:03 || Estimated Time: 19:49:10
2023-07-26 12:46:35,238 semantic_segmentation INFO: Iters: 107430/150000 || Lr: 0.006438 || Task Loss: 0.2622 || KD Loss: 0.0295|| 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, 2:00:19 || Estimated Time: 19:48:54
2023-07-26 12:46:51,847 semantic_segmentation INFO: Iters: 107440/150000 || Lr: 0.006437 || Task Loss: 0.2310 || KD Loss: 0.0247|| 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, 2:00:36 || Estimated Time: 19:48:37
2023-07-26 12:47:08,531 semantic_segmentation INFO: Iters: 107450/150000 || Lr: 0.006435 || Task Loss: 0.3610 || KD Loss: 0.0531|| 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: 2 days, 2:00:53 || Estimated Time: 19:48:20
2023-07-26 12:47:28,437 semantic_segmentation INFO: Iters: 107460/150000 || Lr: 0.006434 || Task Loss: 0.4720 || KD Loss: 0.1777|| 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, 2:01:12 || Estimated Time: 19:48:04
2023-07-26 12:47:45,228 semantic_segmentation INFO: Iters: 107470/150000 || Lr: 0.006433 || Task Loss: 0.2608 || KD Loss: 0.0345|| 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, 2:01:29 || Estimated Time: 19:47:48
2023-07-26 12:48:01,664 semantic_segmentation INFO: Iters: 107480/150000 || Lr: 0.006431 || Task Loss: 0.3691 || 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, 2:01:46 || Estimated Time: 19:47:31
2023-07-26 12:48:18,267 semantic_segmentation INFO: Iters: 107490/150000 || Lr: 0.006430 || Task Loss: 0.3786 || KD Loss: 0.0555|| 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, 2:02:02 || Estimated Time: 19:47:14
2023-07-26 12:48:34,795 semantic_segmentation INFO: Iters: 107500/150000 || Lr: 0.006428 || Task Loss: 0.3194 || KD Loss: 0.0478|| 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, 2:02:19 || Estimated Time: 19:46:57
2023-07-26 12:48:51,388 semantic_segmentation INFO: Iters: 107510/150000 || Lr: 0.006427 || Task Loss: 0.3161 || KD Loss: 0.0398|| 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, 2:02:35 || Estimated Time: 19:46:40
2023-07-26 12:49:07,992 semantic_segmentation INFO: Iters: 107520/150000 || Lr: 0.006426 || Task Loss: 0.3159 || KD Loss: 0.0605|| 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, 2:02:52 || Estimated Time: 19:46:24
2023-07-26 12:49:24,564 semantic_segmentation INFO: Iters: 107530/150000 || Lr: 0.006424 || Task Loss: 0.3551 || KD Loss: 0.0545|| 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, 2:03:09 || Estimated Time: 19:46:07
2023-07-26 12:49:41,151 semantic_segmentation INFO: Iters: 107540/150000 || Lr: 0.006423 || Task Loss: 0.2397 || KD Loss: 0.0394|| 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, 2:03:25 || Estimated Time: 19:45:50
2023-07-26 12:49:57,753 semantic_segmentation INFO: Iters: 107550/150000 || Lr: 0.006422 || Task Loss: 0.2278 || KD Loss: 0.0423|| 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, 2:03:42 || Estimated Time: 19:45:33
2023-07-26 12:50:14,409 semantic_segmentation INFO: Iters: 107560/150000 || Lr: 0.006420 || Task Loss: 0.2565 || KD Loss: 0.0423|| 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, 2:03:58 || Estimated Time: 19:45:16
2023-07-26 12:50:31,048 semantic_segmentation INFO: Iters: 107570/150000 || Lr: 0.006419 || Task Loss: 0.2224 || KD Loss: 0.0351|| 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, 2:04:15 || Estimated Time: 19:44:59
2023-07-26 12:50:47,656 semantic_segmentation INFO: Iters: 107580/150000 || Lr: 0.006418 || Task Loss: 0.3690 || KD Loss: 0.0437|| 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, 2:04:32 || Estimated Time: 19:44:43
2023-07-26 12:51:04,100 semantic_segmentation INFO: Iters: 107590/150000 || Lr: 0.006416 || Task Loss: 0.2645 || KD Loss: 0.0399|| 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, 2:04:48 || Estimated Time: 19:44:26
2023-07-26 12:51:20,524 semantic_segmentation INFO: Iters: 107600/150000 || Lr: 0.006415 || Task Loss: 0.5057 || KD Loss: 0.0898|| 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, 2:05:05 || Estimated Time: 19:44:09
2023-07-26 12:51:37,162 semantic_segmentation INFO: Iters: 107610/150000 || Lr: 0.006413 || Task Loss: 0.2666 || KD Loss: 0.0614|| 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, 2:05:21 || Estimated Time: 19:43:52
2023-07-26 12:51:53,716 semantic_segmentation INFO: Iters: 107620/150000 || Lr: 0.006412 || Task Loss: 0.3445 || KD Loss: 0.0570|| 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, 2:05:38 || Estimated Time: 19:43:35
2023-07-26 12:52:10,294 semantic_segmentation INFO: Iters: 107630/150000 || Lr: 0.006411 || Task Loss: 0.2977 || KD Loss: 0.0490|| 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, 2:05:54 || Estimated Time: 19:43:18
2023-07-26 12:52:26,923 semantic_segmentation INFO: Iters: 107640/150000 || Lr: 0.006409 || Task Loss: 0.4012 || KD Loss: 0.0728|| 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, 2:06:11 || Estimated Time: 19:43:02
2023-07-26 12:52:43,422 semantic_segmentation INFO: Iters: 107650/150000 || Lr: 0.006408 || Task Loss: 0.1828 || KD Loss: 0.0274|| 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, 2:06:27 || Estimated Time: 19:42:45
2023-07-26 12:52:59,820 semantic_segmentation INFO: Iters: 107660/150000 || Lr: 0.006407 || Task Loss: 0.3190 || KD Loss: 0.0391|| 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, 2:06:44 || Estimated Time: 19:42:28
2023-07-26 12:53:16,469 semantic_segmentation INFO: Iters: 107670/150000 || Lr: 0.006405 || Task Loss: 0.2518 || 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, 2:07:00 || Estimated Time: 19:42:11
2023-07-26 12:53:33,066 semantic_segmentation INFO: Iters: 107680/150000 || Lr: 0.006404 || Task Loss: 0.2853 || KD Loss: 0.0483|| 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, 2:07:17 || Estimated Time: 19:41:54
2023-07-26 12:53:49,569 semantic_segmentation INFO: Iters: 107690/150000 || Lr: 0.006403 || Task Loss: 0.4564 || KD Loss: 0.0577|| 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, 2:07:34 || Estimated Time: 19:41:37
2023-07-26 12:54:06,168 semantic_segmentation INFO: Iters: 107700/150000 || Lr: 0.006401 || Task Loss: 0.3378 || KD Loss: 0.0328|| 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, 2:07:50 || Estimated Time: 19:41:21
2023-07-26 12:54:22,617 semantic_segmentation INFO: Iters: 107710/150000 || Lr: 0.006400 || Task Loss: 0.3177 || KD Loss: 0.0570|| 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, 2:08:07 || Estimated Time: 19:41:04
2023-07-26 12:54:39,145 semantic_segmentation INFO: Iters: 107720/150000 || Lr: 0.006399 || Task Loss: 0.3520 || KD Loss: 0.0914|| 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, 2:08:23 || Estimated Time: 19:40:47
2023-07-26 12:54:55,692 semantic_segmentation INFO: Iters: 107730/150000 || Lr: 0.006397 || Task Loss: 0.4418 || KD Loss: 0.0586|| 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, 2:08:40 || Estimated Time: 19:40:30
2023-07-26 12:55:12,263 semantic_segmentation INFO: Iters: 107740/150000 || Lr: 0.006396 || Task Loss: 0.3542 || KD Loss: 0.0817|| 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, 2:08:56 || Estimated Time: 19:40:13
2023-07-26 12:55:28,758 semantic_segmentation INFO: Iters: 107750/150000 || Lr: 0.006394 || Task Loss: 0.3181 || KD Loss: 0.0492|| 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, 2:09:13 || Estimated Time: 19:39:56
2023-07-26 12:55:45,290 semantic_segmentation INFO: Iters: 107760/150000 || Lr: 0.006393 || Task Loss: 0.2622 || KD Loss: 0.0446|| 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, 2:09:29 || Estimated Time: 19:39:39
2023-07-26 12:56:01,911 semantic_segmentation INFO: Iters: 107770/150000 || Lr: 0.006392 || Task Loss: 0.1803 || KD Loss: 0.0384|| 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, 2:09:46 || Estimated Time: 19:39:23
2023-07-26 12:56:18,454 semantic_segmentation INFO: Iters: 107780/150000 || Lr: 0.006390 || Task Loss: 0.2785 || KD Loss: 0.0468|| 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, 2:10:02 || Estimated Time: 19:39:06
2023-07-26 12:56:34,861 semantic_segmentation INFO: Iters: 107790/150000 || Lr: 0.006389 || Task Loss: 0.2513 || KD Loss: 0.0474|| 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, 2:10:19 || Estimated Time: 19:38:49
2023-07-26 12:56:51,455 semantic_segmentation INFO: Iters: 107800/150000 || Lr: 0.006388 || Task Loss: 0.4105 || KD Loss: 0.0568|| 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, 2:10:35 || Estimated Time: 19:38:32
2023-07-26 12:57:08,034 semantic_segmentation INFO: Iters: 107810/150000 || Lr: 0.006386 || Task Loss: 0.3919 || KD Loss: 0.0442|| 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: 2 days, 2:10:52 || Estimated Time: 19:38:15
2023-07-26 12:57:24,515 semantic_segmentation INFO: Iters: 107820/150000 || Lr: 0.006385 || Task Loss: 0.2532 || KD Loss: 0.0437|| 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, 2:11:08 || Estimated Time: 19:37:58
2023-07-26 12:57:41,022 semantic_segmentation INFO: Iters: 107830/150000 || Lr: 0.006384 || Task Loss: 0.2398 || KD Loss: 0.0474|| 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, 2:11:25 || Estimated Time: 19:37:42
2023-07-26 12:57:57,622 semantic_segmentation INFO: Iters: 107840/150000 || Lr: 0.006382 || Task Loss: 0.2160 || KD Loss: 0.0449|| 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, 2:11:42 || Estimated Time: 19:37:25
2023-07-26 12:58:14,547 semantic_segmentation INFO: Iters: 107850/150000 || Lr: 0.006381 || Task Loss: 0.3463 || KD Loss: 0.0580|| 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, 2:11:59 || Estimated Time: 19:37:08
2023-07-26 12:58:31,002 semantic_segmentation INFO: Iters: 107860/150000 || Lr: 0.006379 || Task Loss: 0.3747 || KD Loss: 0.0674|| 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, 2:12:15 || Estimated Time: 19:36:51
2023-07-26 12:58:47,683 semantic_segmentation INFO: Iters: 107870/150000 || Lr: 0.006378 || Task Loss: 0.3362 || KD Loss: 0.0578|| 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, 2:12:32 || Estimated Time: 19:36:34
2023-07-26 12:59:04,371 semantic_segmentation INFO: Iters: 107880/150000 || Lr: 0.006377 || Task Loss: 0.2888 || KD Loss: 0.0458|| 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, 2:12:48 || Estimated Time: 19:36:18
2023-07-26 12:59:20,989 semantic_segmentation INFO: Iters: 107890/150000 || Lr: 0.006375 || Task Loss: 0.2629 || KD Loss: 0.0436|| 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, 2:13:05 || Estimated Time: 19:36:01
2023-07-26 12:59:37,612 semantic_segmentation INFO: Iters: 107900/150000 || Lr: 0.006374 || Task Loss: 0.3054 || KD Loss: 0.0345|| 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, 2:13:22 || Estimated Time: 19:35:44
2023-07-26 12:59:54,187 semantic_segmentation INFO: Iters: 107910/150000 || Lr: 0.006373 || Task Loss: 0.3268 || KD Loss: 0.0371|| 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, 2:13:38 || Estimated Time: 19:35:27
2023-07-26 13:00:10,781 semantic_segmentation INFO: Iters: 107920/150000 || Lr: 0.006371 || Task Loss: 0.3545 || KD Loss: 0.0533|| 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, 2:13:55 || Estimated Time: 19:35:10
2023-07-26 13:00:27,368 semantic_segmentation INFO: Iters: 107930/150000 || Lr: 0.006370 || Task Loss: 0.2516 || KD Loss: 0.0293|| 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, 2:14:11 || Estimated Time: 19:34:53
2023-07-26 13:00:43,916 semantic_segmentation INFO: Iters: 107940/150000 || Lr: 0.006369 || Task Loss: 0.2810 || KD Loss: 0.0345|| 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, 2:14:28 || Estimated Time: 19:34:37
2023-07-26 13:01:00,591 semantic_segmentation INFO: Iters: 107950/150000 || Lr: 0.006367 || Task Loss: 0.3603 || KD Loss: 0.0560|| 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, 2:14:45 || Estimated Time: 19:34:20
2023-07-26 13:01:17,296 semantic_segmentation INFO: Iters: 107960/150000 || Lr: 0.006366 || Task Loss: 0.3360 || KD Loss: 0.0564|| 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, 2:15:01 || Estimated Time: 19:34:03
2023-07-26 13:01:33,926 semantic_segmentation INFO: Iters: 107970/150000 || Lr: 0.006364 || Task Loss: 0.2530 || KD Loss: 0.0433|| 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, 2:15:18 || Estimated Time: 19:33:46
2023-07-26 13:01:50,571 semantic_segmentation INFO: Iters: 107980/150000 || Lr: 0.006363 || Task Loss: 0.2004 || KD Loss: 0.0296|| 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, 2:15:35 || Estimated Time: 19:33:29
2023-07-26 13:02:07,193 semantic_segmentation INFO: Iters: 107990/150000 || Lr: 0.006362 || Task Loss: 0.3350 || KD Loss: 0.0560|| 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, 2:15:51 || Estimated Time: 19:33:13
2023-07-26 13:02:23,849 semantic_segmentation INFO: Iters: 108000/150000 || Lr: 0.006360 || Task Loss: 0.2807 || KD Loss: 0.0460|| 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, 2:16:08 || Estimated Time: 19:32:56
2023-07-26 13:02:23,959 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:02:24,404 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.089
2023-07-26 13:02:24,428 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.135
2023-07-26 13:02:24,441 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.168
2023-07-26 13:02:24,454 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-26 13:02:24,467 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.247
2023-07-26 13:02:24,479 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.292
2023-07-26 13:02:24,492 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.336
2023-07-26 13:02:24,507 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.340
2023-07-26 13:02:24,519 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.376
2023-07-26 13:02:24,532 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.409
2023-07-26 13:02:24,547 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.414
2023-07-26 13:02:24,562 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.460
2023-07-26 13:02:24,574 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.449
2023-07-26 13:02:24,589 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.431
2023-07-26 13:02:24,603 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.433
2023-07-26 13:02:24,616 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.426
2023-07-26 13:02:24,627 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.420
2023-07-26 13:02:24,640 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.419
2023-07-26 13:02:24,654 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.427
2023-07-26 13:02:24,670 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.486
2023-07-26 13:02:24,685 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.487
2023-07-26 13:02:24,700 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.492
2023-07-26 13:02:24,714 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.530
2023-07-26 13:02:24,730 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.533
2023-07-26 13:02:24,746 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.534
2023-07-26 13:02:24,760 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.538
2023-07-26 13:02:24,775 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.540
2023-07-26 13:02:24,787 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.542
2023-07-26 13:02:24,803 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.530
2023-07-26 13:02:24,818 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.530
2023-07-26 13:02:24,833 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.531
2023-07-26 13:02:24,849 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.531
2023-07-26 13:02:24,864 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.545
2023-07-26 13:02:24,879 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.543
2023-07-26 13:02:24,895 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.577
2023-07-26 13:02:24,911 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.577
2023-07-26 13:02:24,924 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.578
2023-07-26 13:02:24,937 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.624
2023-07-26 13:02:24,954 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.627
2023-07-26 13:02:24,967 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.626
2023-07-26 13:02:24,980 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.644
2023-07-26 13:02:24,994 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.644
2023-07-26 13:02:25,009 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.640
2023-07-26 13:02:25,022 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.640
2023-07-26 13:02:25,036 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-26 13:02:25,051 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.653
2023-07-26 13:02:25,064 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-26 13:02:25,077 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-26 13:02:25,092 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.660
2023-07-26 13:02:25,110 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-26 13:02:25,125 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.655
2023-07-26 13:02:25,140 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.655
2023-07-26 13:02:25,153 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.653
2023-07-26 13:02:25,169 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.654
2023-07-26 13:02:25,184 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.659
2023-07-26 13:02:25,197 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-26 13:02:25,212 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.656
2023-07-26 13:02:25,229 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.656
2023-07-26 13:02:25,242 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-26 13:02:25,257 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-26 13:02:25,270 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-26 13:02:25,285 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-26 13:02:25,298 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-26 13:02:25,315 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-26 13:02:25,329 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-26 13:02:25,343 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-26 13:02:25,358 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-26 13:02:25,371 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-26 13:02:25,386 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-26 13:02:25,401 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-26 13:02:25,417 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 13:02:25,430 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 13:02:25,445 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.754
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2023-07-26 13:02:25,474 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 13:02:25,489 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-26 13:02:25,504 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 13:02:25,513 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 13:02:25,528 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 13:02:25,545 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 13:02:25,557 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 13:02:25,572 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-26 13:02:25,587 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 13:02:25,602 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 13:02:25,618 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:25,632 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.720
2023-07-26 13:02:25,647 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:02:25,662 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:25,677 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 13:02:25,704 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 13:02:25,720 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:02:25,734 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 13:02:25,749 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:02:25,764 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.712
2023-07-26 13:02:25,779 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:25,791 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:25,804 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 13:02:25,819 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 13:02:25,832 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:25,847 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:02:25,861 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:25,874 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:02:25,888 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:02:25,903 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:02:25,916 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:25,930 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:25,945 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 13:02:25,982 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.718
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2023-07-26 13:02:26,010 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:02:26,024 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:26,039 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 13:02:26,064 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 13:02:26,079 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.709
2023-07-26 13:02:26,091 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:26,107 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:26,123 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:26,135 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:26,148 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 13:02:26,177 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 13:02:26,185 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.709
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2023-07-26 13:02:26,212 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.928, mIoU: 0.684
2023-07-26 13:02:26,220 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.928, mIoU: 0.686
2023-07-26 13:02:26,233 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.693
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2023-07-26 13:02:26,262 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:26,275 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:26,290 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 13:02:26,315 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 13:02:26,330 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:26,342 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 13:02:26,370 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 13:02:26,416 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 13:02:26,432 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 13:02:26,447 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 13:02:26,753 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 13:02:26,781 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-26 13:02:26,795 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 13:02:26,810 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-26 13:02:26,823 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-26 13:02:26,838 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.925, mIoU: 0.671
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2023-07-26 13:02:26,867 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.926, mIoU: 0.674
2023-07-26 13:02:26,882 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.926, mIoU: 0.675
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2023-07-26 13:02:26,907 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.926, mIoU: 0.673
2023-07-26 13:02:26,922 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.926, mIoU: 0.674
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2023-07-26 13:02:26,977 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.927, mIoU: 0.676
2023-07-26 13:02:26,992 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.927, mIoU: 0.678
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2023-07-26 13:02:27,171 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 13:02:27,211 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.927, mIoU: 0.671
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2023-07-26 13:02:27,256 semantic_segmentation INFO: Sample: 202, Validation pixAcc: 0.926, mIoU: 0.676
2023-07-26 13:02:27,270 semantic_segmentation INFO: Sample: 203, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 13:02:27,284 semantic_segmentation INFO: Sample: 204, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-26 13:02:27,312 semantic_segmentation INFO: Sample: 206, Validation pixAcc: 0.925, mIoU: 0.681
2023-07-26 13:02:27,325 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.926, mIoU: 0.682
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2023-07-26 13:02:28,221 semantic_segmentation INFO: Sample: 269, Validation pixAcc: 0.928, mIoU: 0.696
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2023-07-26 13:02:31,045 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.691
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2023-07-26 13:02:31,074 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.692
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2023-07-26 13:02:31,104 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 13:02:31,119 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 13:02:31,133 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 13:02:31,145 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.692
2023-07-26 13:02:31,160 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.694
2023-07-26 13:02:31,175 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,189 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,204 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,215 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,229 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,243 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,257 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 13:02:31,271 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 13:02:31,285 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:02:31,296 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:02:31,309 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:02:31,324 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 13:02:31,339 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,353 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 13:02:31,367 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 13:02:31,380 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,396 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,412 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,426 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 13:02:31,435 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 13:02:31,451 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 13:02:31,466 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:31,479 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:31,494 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 13:02:31,509 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:02:31,521 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:02:31,536 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:02:31,549 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:02:31,564 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:02:31,579 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:02:31,594 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:02:31,610 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:02:31,623 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:02:31,635 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:02:31,649 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:31,663 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,677 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,691 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,708 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 13:02:31,724 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:02:31,740 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,753 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,768 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,784 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,800 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.930, mIoU: 0.694
2023-07-26 13:02:31,816 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,832 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,846 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,861 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,876 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 13:02:31,890 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 13:02:31,904 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:02:31,916 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:02:31,930 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 13:02:31,942 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:02:31,954 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 13:02:31,966 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 13:02:31,980 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 13:02:31,995 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 13:02:32,009 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 13:02:32,023 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:32,031 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:32,045 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 13:02:32,060 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,074 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,089 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,103 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,115 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,128 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,144 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 13:02:32,159 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,174 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,187 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,201 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,217 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,231 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,246 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-26 13:02:32,260 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 13:02:32,275 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,290 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 13:02:32,306 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 13:02:32,320 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,335 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:32,349 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:32,362 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:32,376 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,391 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,405 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,419 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,432 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,446 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,460 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,476 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:02:32,486 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:02:32,500 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.931, mIoU: 0.705
2023-07-26 13:02:32,515 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,527 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,542 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,555 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,570 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,585 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,600 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.931, mIoU: 0.706
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2023-07-26 13:02:32,639 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,654 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,669 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,685 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,699 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,714 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,727 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.931, mIoU: 0.707
2023-07-26 13:02:32,741 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 13:02:32,783 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 13:02:32,840 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 13:02:32,866 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.931, mIoU: 0.706
2023-07-26 13:02:32,880 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 13:02:32,908 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:02:32,922 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:02:32,934 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:02:32,949 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:02:32,963 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:32,978 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 13:02:33,006 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:33,020 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.707
2023-07-26 13:02:33,036 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 13:02:33,050 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.932, mIoU: 0.708
2023-07-26 13:02:33,066 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 13:02:33,081 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 13:02:33,096 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 13:02:33,111 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 13:02:33,125 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 13:02:33,137 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 13:02:33,152 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.710
2023-07-26 13:02:33,166 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,180 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,194 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,210 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,223 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,237 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,251 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,266 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,280 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,294 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.933, mIoU: 0.711
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2023-07-26 13:02:33,336 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:33,350 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:33,364 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 13:02:33,396 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 13:02:33,636 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.933, mIoU: 0.712
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2023-07-26 13:02:33,738 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 13:02:33,751 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 13:02:33,778 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.932, mIoU: 0.711
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2023-07-26 13:02:33,820 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.932, mIoU: 0.711
2023-07-26 13:02:33,834 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,849 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,864 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,876 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,888 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,896 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.933, mIoU: 0.711
2023-07-26 13:02:33,910 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,925 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,939 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,954 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,969 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.933, mIoU: 0.712
2023-07-26 13:02:33,984 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,000 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,015 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,027 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,042 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,056 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 13:02:34,071 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,086 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 13:02:34,098 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 13:02:34,111 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 13:02:34,124 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:34,138 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:34,151 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:34,164 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:34,177 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:34,191 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:34,207 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:34,220 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,234 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,246 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,257 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,272 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,286 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,301 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,316 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,330 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,345 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,357 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,372 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,387 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,404 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,420 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,434 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:34,450 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:34,463 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:34,475 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:34,488 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,503 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,519 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,532 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,545 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,559 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,573 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,588 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,603 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,617 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:02:34,630 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:34,645 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,658 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,671 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,686 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,700 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,715 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,728 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,743 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,759 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,772 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,785 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,800 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,817 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:34,832 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:34,847 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:34,859 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:34,872 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,885 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,898 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:02:34,913 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:34,930 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:34,943 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:34,958 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:34,971 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:34,986 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,000 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,013 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,026 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,040 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,055 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,068 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,082 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,097 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,111 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,123 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,138 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,153 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,170 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,183 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,197 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:35,211 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:35,228 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:35,241 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:35,254 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:35,268 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,283 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,296 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,311 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,327 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,342 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,358 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,370 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,382 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,396 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,410 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,422 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,435 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,451 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,464 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,477 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,491 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,506 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,521 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,537 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,550 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,563 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:35,577 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:35,592 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:35,607 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:35,622 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:35,635 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:35,648 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,659 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,675 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,690 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,704 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,718 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,729 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,742 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,757 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,771 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,784 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,799 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,812 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,828 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,841 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,856 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:35,869 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,883 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,898 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,911 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:35,926 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,941 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,955 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,970 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,985 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:35,999 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,014 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,028 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,043 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,058 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,071 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,085 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,098 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,114 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,128 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,144 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,159 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,170 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,184 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,200 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,215 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,229 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:36,246 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:36,260 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:36,273 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:36,287 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,302 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,317 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,330 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,342 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,358 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,373 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:36,387 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:36,400 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:36,415 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:36,430 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:02:36,445 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,460 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,474 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,489 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,502 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,517 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,532 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,545 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,560 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,573 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,588 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,603 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,618 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,633 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,647 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,662 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,676 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,691 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,706 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,721 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,735 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,745 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,759 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,772 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,786 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,801 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,817 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:36,830 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,845 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,860 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,874 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,891 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,906 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,919 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,935 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:36,950 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,965 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,978 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:36,992 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,007 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,022 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,035 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,050 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,065 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,077 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,091 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,106 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,119 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,133 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,146 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:37,160 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:37,174 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:37,189 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:37,203 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,218 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,235 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,249 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,262 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:37,277 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,290 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,303 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,319 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,334 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,349 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,365 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,378 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,391 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,407 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,422 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,435 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,450 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,463 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,479 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,492 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,508 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,523 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,537 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,547 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,562 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,578 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,590 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,604 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,619 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,634 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,647 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,661 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,676 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,692 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,707 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:37,721 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:37,738 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:37,753 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:37,766 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:37,781 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:37,796 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:02:37,810 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:37,824 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,839 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,854 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:37,869 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,876 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,889 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,902 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:02:37,914 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:02:37,926 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,940 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,955 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:37,970 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,981 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:37,994 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,009 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,020 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,035 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,048 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,063 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,077 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,092 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,107 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,119 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,132 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,147 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,162 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,177 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,191 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,204 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,214 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,226 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,239 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,252 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,268 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,282 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,296 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,312 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,328 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,342 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:38,357 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:38,372 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,386 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,402 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,416 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,430 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,444 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,459 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,473 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,486 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,501 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,514 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,530 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,543 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,558 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,573 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,591 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,607 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:38,620 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 13:02:38,636 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 13:02:38,651 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,666 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,681 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,694 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,708 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,723 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:02:38,738 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:02:38,753 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:02:38,767 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:02:38,783 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:02:38,798 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:02:38,812 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,828 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,840 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,855 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,866 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,880 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,895 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,907 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,922 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,937 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:38,952 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,967 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,983 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:38,998 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:39,013 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:39,025 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:02:39,041 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,054 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,069 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,083 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,096 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,111 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,123 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,138 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,152 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,168 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,182 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,196 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,209 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,222 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,236 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,249 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,262 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,278 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,292 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,307 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,320 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,333 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,348 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,363 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,378 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,392 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,404 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,419 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,434 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,448 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,463 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,477 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:02:39,492 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,506 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,521 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,537 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,552 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,567 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,582 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,595 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,611 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,626 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,642 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,654 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:02:39,670 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,685 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,700 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,713 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,727 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,742 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,756 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,771 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,786 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,800 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,813 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:39,828 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:39,843 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.721
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2023-07-26 13:02:39,871 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,883 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:02:39,892 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:39,907 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 13:02:39,933 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:02:39,948 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:39,963 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:39,976 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:02:40,003 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:40,017 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:02:40,106 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:02:40,120 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,135 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,150 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,162 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,174 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,189 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:02:40,204 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:02:40,233 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:02:40,288 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:02:41,008 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:02:41,936 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:41,949 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:41,964 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:41,979 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:41,993 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,006 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,021 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,037 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,052 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,067 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,082 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,099 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,112 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,127 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,142 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,155 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:02:42,169 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,183 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:42,198 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:42,212 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:02:42,226 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,240 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,254 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 13:02:42,268 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,282 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,296 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,312 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,327 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,342 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,357 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,370 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,384 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,398 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,414 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,427 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,442 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,458 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 13:02:42,503 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,518 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,533 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,546 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,558 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,571 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,583 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,595 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,610 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,624 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,636 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:02:42,648 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,662 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,674 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,687 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 13:02:42,716 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.933, mIoU: 0.715
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2023-07-26 13:02:42,756 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,770 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:02:42,784 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,797 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,812 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 13:02:42,843 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,855 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,870 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,885 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 13:02:42,899 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,913 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:42,925 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.933, mIoU: 0.717
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2023-07-26 13:02:42,968 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:42,983 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:42,996 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:43,011 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 13:02:43,113 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:43,128 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:02:43,141 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 13:02:43,199 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:02:43,292 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:43,305 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:43,320 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:43,336 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:02:43,389 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:43,404 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:02:43,687 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 13:02:43,737 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.933, mIoU: 0.716
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2023-07-26 13:02:44,654 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,667 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,682 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,697 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,710 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,725 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,740 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,754 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,768 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,781 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:44,795 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:44,810 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:44,825 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:02:44,838 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,853 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,867 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:02:44,882 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:44,897 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:44,910 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:44,923 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:44,938 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:02:44,954 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 13:03:01,549 semantic_segmentation INFO: Iters: 108010/150000 || Lr: 0.006359 || Task Loss: 0.3890 || KD Loss: 0.0604|| 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, 2:16:46 || Estimated Time: 19:32:47
2023-07-26 13:03:18,113 semantic_segmentation INFO: Iters: 108020/150000 || Lr: 0.006358 || Task Loss: 0.3170 || KD Loss: 0.0450|| 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, 2:17:02 || Estimated Time: 19:32:30
2023-07-26 13:03:34,669 semantic_segmentation INFO: Iters: 108030/150000 || Lr: 0.006356 || Task Loss: 0.3263 || KD Loss: 0.0341|| 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, 2:17:19 || Estimated Time: 19:32:14
2023-07-26 13:03:51,321 semantic_segmentation INFO: Iters: 108040/150000 || Lr: 0.006355 || Task Loss: 0.2994 || KD Loss: 0.0664|| 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, 2:17:35 || Estimated Time: 19:31:57
2023-07-26 13:04:07,908 semantic_segmentation INFO: Iters: 108050/150000 || Lr: 0.006354 || Task Loss: 0.2677 || KD Loss: 0.0431|| 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, 2:17:52 || Estimated Time: 19:31:40
2023-07-26 13:04:24,678 semantic_segmentation INFO: Iters: 108060/150000 || Lr: 0.006352 || Task Loss: 0.2240 || KD Loss: 0.0300|| 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, 2:18:09 || Estimated Time: 19:31:23
2023-07-26 13:04:41,350 semantic_segmentation INFO: Iters: 108070/150000 || Lr: 0.006351 || Task Loss: 0.2592 || KD Loss: 0.0373|| 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, 2:18:25 || Estimated Time: 19:31:06
2023-07-26 13:04:57,953 semantic_segmentation INFO: Iters: 108080/150000 || Lr: 0.006349 || Task Loss: 0.2441 || KD Loss: 0.0336|| 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, 2:18:42 || Estimated Time: 19:30:50
2023-07-26 13:05:14,959 semantic_segmentation INFO: Iters: 108090/150000 || Lr: 0.006348 || Task Loss: 0.3337 || KD Loss: 0.0512|| 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, 2:18:59 || Estimated Time: 19:30:33
2023-07-26 13:05:31,468 semantic_segmentation INFO: Iters: 108100/150000 || Lr: 0.006347 || Task Loss: 0.2822 || KD Loss: 0.0563|| 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, 2:19:15 || Estimated Time: 19:30:16
2023-07-26 13:05:48,044 semantic_segmentation INFO: Iters: 108110/150000 || Lr: 0.006345 || Task Loss: 0.2646 || KD Loss: 0.0338|| 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, 2:19:32 || Estimated Time: 19:29:59
2023-07-26 13:06:04,602 semantic_segmentation INFO: Iters: 108120/150000 || Lr: 0.006344 || Task Loss: 0.3220 || KD Loss: 0.0609|| 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, 2:19:49 || Estimated Time: 19:29:42
2023-07-26 13:06:21,142 semantic_segmentation INFO: Iters: 108130/150000 || Lr: 0.006343 || Task Loss: 0.3995 || KD Loss: 0.0573|| 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, 2:20:05 || Estimated Time: 19:29:26
2023-07-26 13:06:37,621 semantic_segmentation INFO: Iters: 108140/150000 || Lr: 0.006341 || Task Loss: 0.3083 || KD Loss: 0.0430|| 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, 2:20:22 || Estimated Time: 19:29:09
2023-07-26 13:06:54,189 semantic_segmentation INFO: Iters: 108150/150000 || Lr: 0.006340 || Task Loss: 0.3311 || KD Loss: 0.0855|| 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, 2:20:38 || Estimated Time: 19:28:52
2023-07-26 13:07:10,783 semantic_segmentation INFO: Iters: 108160/150000 || Lr: 0.006339 || Task Loss: 0.5154 || KD Loss: 0.0668|| 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, 2:20:55 || Estimated Time: 19:28:35
2023-07-26 13:07:27,365 semantic_segmentation INFO: Iters: 108170/150000 || Lr: 0.006337 || Task Loss: 0.3143 || KD Loss: 0.0438|| 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, 2:21:11 || Estimated Time: 19:28:18
2023-07-26 13:07:43,881 semantic_segmentation INFO: Iters: 108180/150000 || Lr: 0.006336 || Task Loss: 0.2652 || KD Loss: 0.0569|| 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, 2:21:28 || Estimated Time: 19:28:01
2023-07-26 13:08:00,418 semantic_segmentation INFO: Iters: 108190/150000 || Lr: 0.006334 || Task Loss: 0.2619 || KD Loss: 0.0392|| 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, 2:21:44 || Estimated Time: 19:27:45
2023-07-26 13:08:16,956 semantic_segmentation INFO: Iters: 108200/150000 || Lr: 0.006333 || Task Loss: 0.4416 || KD Loss: 0.0372|| 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: 2 days, 2:22:01 || Estimated Time: 19:27:28
2023-07-26 13:08:33,528 semantic_segmentation INFO: Iters: 108210/150000 || Lr: 0.006332 || Task Loss: 0.3240 || 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, 2:22:18 || Estimated Time: 19:27:11
2023-07-26 13:08:49,938 semantic_segmentation INFO: Iters: 108220/150000 || Lr: 0.006330 || Task Loss: 0.2144 || KD Loss: 0.0311|| 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, 2:22:34 || Estimated Time: 19:26:54
2023-07-26 13:09:06,503 semantic_segmentation INFO: Iters: 108230/150000 || Lr: 0.006329 || Task Loss: 0.3071 || KD Loss: 0.0757|| 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, 2:22:50 || Estimated Time: 19:26:37
2023-07-26 13:09:23,086 semantic_segmentation INFO: Iters: 108240/150000 || Lr: 0.006328 || Task Loss: 0.3234 || KD Loss: 0.0901|| 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, 2:23:07 || Estimated Time: 19:26:20
2023-07-26 13:09:39,480 semantic_segmentation INFO: Iters: 108250/150000 || Lr: 0.006326 || Task Loss: 0.2358 || KD Loss: 0.0435|| 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, 2:23:23 || Estimated Time: 19:26:03
2023-07-26 13:09:56,016 semantic_segmentation INFO: Iters: 108260/150000 || Lr: 0.006325 || Task Loss: 0.4843 || KD Loss: 0.0823|| 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, 2:23:40 || Estimated Time: 19:25:47
2023-07-26 13:10:12,460 semantic_segmentation INFO: Iters: 108270/150000 || Lr: 0.006324 || Task Loss: 0.2509 || KD Loss: 0.0388|| 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, 2:23:56 || Estimated Time: 19:25:30
2023-07-26 13:10:28,938 semantic_segmentation INFO: Iters: 108280/150000 || Lr: 0.006322 || Task Loss: 0.3534 || KD Loss: 0.0574|| 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, 2:24:13 || Estimated Time: 19:25:13
2023-07-26 13:10:47,803 semantic_segmentation INFO: Iters: 108290/150000 || Lr: 0.006321 || Task Loss: 0.5099 || KD Loss: 0.0413|| 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, 2:24:32 || Estimated Time: 19:24:57
2023-07-26 13:11:05,608 semantic_segmentation INFO: Iters: 108300/150000 || Lr: 0.006319 || Task Loss: 0.3486 || KD Loss: 0.0570|| 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, 2:24:50 || Estimated Time: 19:24:41
2023-07-26 13:11:22,067 semantic_segmentation INFO: Iters: 108310/150000 || Lr: 0.006318 || Task Loss: 0.2781 || KD Loss: 0.0414|| 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, 2:25:06 || Estimated Time: 19:24:24
2023-07-26 13:11:38,488 semantic_segmentation INFO: Iters: 108320/150000 || Lr: 0.006317 || Task Loss: 0.3296 || KD Loss: 0.0911|| 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, 2:25:22 || Estimated Time: 19:24:07
2023-07-26 13:11:55,062 semantic_segmentation INFO: Iters: 108330/150000 || Lr: 0.006315 || Task Loss: 0.3296 || KD Loss: 0.0475|| 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, 2:25:39 || Estimated Time: 19:23:50
2023-07-26 13:12:11,647 semantic_segmentation INFO: Iters: 108340/150000 || Lr: 0.006314 || Task Loss: 0.3071 || KD Loss: 0.0450|| 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, 2:25:56 || Estimated Time: 19:23:33
2023-07-26 13:12:28,034 semantic_segmentation INFO: Iters: 108350/150000 || Lr: 0.006313 || Task Loss: 0.2579 || KD Loss: 0.0473|| 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, 2:26:12 || Estimated Time: 19:23:16
2023-07-26 13:12:44,620 semantic_segmentation INFO: Iters: 108360/150000 || Lr: 0.006311 || Task Loss: 0.3190 || KD Loss: 0.0450|| 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, 2:26:29 || Estimated Time: 19:22:59
2023-07-26 13:13:01,200 semantic_segmentation INFO: Iters: 108370/150000 || Lr: 0.006310 || Task Loss: 0.3036 || KD Loss: 0.0336|| 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, 2:26:45 || Estimated Time: 19:22:43
2023-07-26 13:13:17,651 semantic_segmentation INFO: Iters: 108380/150000 || Lr: 0.006309 || Task Loss: 0.2616 || KD Loss: 0.0403|| 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, 2:27:02 || Estimated Time: 19:22:26
2023-07-26 13:13:34,308 semantic_segmentation INFO: Iters: 108390/150000 || Lr: 0.006307 || Task Loss: 0.3443 || KD Loss: 0.0740|| 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, 2:27:18 || Estimated Time: 19:22:09
2023-07-26 13:13:50,758 semantic_segmentation INFO: Iters: 108400/150000 || Lr: 0.006306 || Task Loss: 0.2817 || KD Loss: 0.0499|| 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, 2:27:35 || Estimated Time: 19:21:52
2023-07-26 13:14:07,423 semantic_segmentation INFO: Iters: 108410/150000 || Lr: 0.006304 || Task Loss: 0.3520 || KD Loss: 0.0547|| 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, 2:27:51 || Estimated Time: 19:21:35
2023-07-26 13:14:24,085 semantic_segmentation INFO: Iters: 108420/150000 || Lr: 0.006303 || Task Loss: 0.3162 || KD Loss: 0.1309|| 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, 2:28:08 || Estimated Time: 19:21:18
2023-07-26 13:14:40,721 semantic_segmentation INFO: Iters: 108430/150000 || Lr: 0.006302 || Task Loss: 0.3198 || KD Loss: 0.0501|| 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, 2:28:25 || Estimated Time: 19:21:02
2023-07-26 13:14:57,306 semantic_segmentation INFO: Iters: 108440/150000 || Lr: 0.006300 || Task Loss: 0.2839 || KD Loss: 0.0422|| 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, 2:28:41 || Estimated Time: 19:20:45
2023-07-26 13:15:13,796 semantic_segmentation INFO: Iters: 108450/150000 || Lr: 0.006299 || Task Loss: 0.3245 || KD Loss: 0.0606|| 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, 2:28:58 || Estimated Time: 19:20:28
2023-07-26 13:15:30,509 semantic_segmentation INFO: Iters: 108460/150000 || Lr: 0.006298 || Task Loss: 0.3559 || KD Loss: 0.0416|| 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, 2:29:14 || Estimated Time: 19:20:11
2023-07-26 13:15:47,110 semantic_segmentation INFO: Iters: 108470/150000 || Lr: 0.006296 || Task Loss: 0.2604 || KD Loss: 0.0413|| 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, 2:29:31 || Estimated Time: 19:19:54
2023-07-26 13:16:03,756 semantic_segmentation INFO: Iters: 108480/150000 || Lr: 0.006295 || Task Loss: 0.3376 || KD Loss: 0.0346|| 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, 2:29:48 || Estimated Time: 19:19:38
2023-07-26 13:16:20,408 semantic_segmentation INFO: Iters: 108490/150000 || Lr: 0.006294 || Task Loss: 0.3093 || KD Loss: 0.0388|| 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, 2:30:04 || Estimated Time: 19:19:21
2023-07-26 13:16:37,022 semantic_segmentation INFO: Iters: 108500/150000 || Lr: 0.006292 || Task Loss: 0.2140 || KD Loss: 0.0555|| 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, 2:30:21 || Estimated Time: 19:19:04
2023-07-26 13:16:53,551 semantic_segmentation INFO: Iters: 108510/150000 || Lr: 0.006291 || Task Loss: 0.2686 || KD Loss: 0.0430|| 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, 2:30:38 || Estimated Time: 19:18:47
2023-07-26 13:17:10,214 semantic_segmentation INFO: Iters: 108520/150000 || Lr: 0.006289 || Task Loss: 0.2011 || KD Loss: 0.0320|| 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, 2:30:54 || Estimated Time: 19:18:30
2023-07-26 13:17:26,837 semantic_segmentation INFO: Iters: 108530/150000 || Lr: 0.006288 || Task Loss: 0.2865 || KD Loss: 0.0300|| 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, 2:31:11 || Estimated Time: 19:18:13
2023-07-26 13:17:43,416 semantic_segmentation INFO: Iters: 108540/150000 || Lr: 0.006287 || Task Loss: 0.3424 || KD Loss: 0.0462|| 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, 2:31:27 || Estimated Time: 19:17:57
2023-07-26 13:17:59,900 semantic_segmentation INFO: Iters: 108550/150000 || Lr: 0.006285 || Task Loss: 0.3384 || KD Loss: 0.0431|| 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, 2:31:44 || Estimated Time: 19:17:40
2023-07-26 13:18:16,422 semantic_segmentation INFO: Iters: 108560/150000 || Lr: 0.006284 || Task Loss: 0.3150 || KD Loss: 0.0561|| 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, 2:32:00 || Estimated Time: 19:17:23
2023-07-26 13:18:32,982 semantic_segmentation INFO: Iters: 108570/150000 || Lr: 0.006283 || Task Loss: 0.3411 || KD Loss: 0.0470|| 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, 2:32:17 || Estimated Time: 19:17:06
2023-07-26 13:18:49,442 semantic_segmentation INFO: Iters: 108580/150000 || Lr: 0.006281 || Task Loss: 0.3177 || KD Loss: 0.0733|| 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, 2:32:33 || Estimated Time: 19:16:49
2023-07-26 13:19:05,979 semantic_segmentation INFO: Iters: 108590/150000 || Lr: 0.006280 || Task Loss: 0.3455 || KD Loss: 0.0408|| 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, 2:32:50 || Estimated Time: 19:16:32
2023-07-26 13:19:22,609 semantic_segmentation INFO: Iters: 108600/150000 || Lr: 0.006279 || Task Loss: 0.3558 || KD Loss: 0.0499|| 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, 2:33:07 || Estimated Time: 19:16:16
2023-07-26 13:19:39,136 semantic_segmentation INFO: Iters: 108610/150000 || Lr: 0.006277 || Task Loss: 0.3319 || KD Loss: 0.0531|| 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, 2:33:23 || Estimated Time: 19:15:59
2023-07-26 13:19:55,714 semantic_segmentation INFO: Iters: 108620/150000 || Lr: 0.006276 || Task Loss: 0.3983 || KD Loss: 0.0530|| 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, 2:33:40 || Estimated Time: 19:15:42
2023-07-26 13:20:12,453 semantic_segmentation INFO: Iters: 108630/150000 || Lr: 0.006274 || Task Loss: 0.2937 || KD Loss: 0.0487|| 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, 2:33:56 || Estimated Time: 19:15:25
2023-07-26 13:20:28,909 semantic_segmentation INFO: Iters: 108640/150000 || Lr: 0.006273 || Task Loss: 0.4095 || KD Loss: 0.0583|| 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, 2:34:13 || Estimated Time: 19:15:08
2023-07-26 13:20:45,448 semantic_segmentation INFO: Iters: 108650/150000 || Lr: 0.006272 || Task Loss: 0.2884 || KD Loss: 0.0555|| 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, 2:34:29 || Estimated Time: 19:14:51
2023-07-26 13:21:02,089 semantic_segmentation INFO: Iters: 108660/150000 || Lr: 0.006270 || Task Loss: 0.3631 || KD Loss: 0.0523|| 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, 2:34:46 || Estimated Time: 19:14:35
2023-07-26 13:21:18,529 semantic_segmentation INFO: Iters: 108670/150000 || Lr: 0.006269 || Task Loss: 0.2675 || KD Loss: 0.0328|| 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, 2:35:03 || Estimated Time: 19:14:18
2023-07-26 13:21:35,079 semantic_segmentation INFO: Iters: 108680/150000 || Lr: 0.006268 || Task Loss: 0.4022 || 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: 2 days, 2:35:19 || Estimated Time: 19:14:01
2023-07-26 13:21:51,665 semantic_segmentation INFO: Iters: 108690/150000 || Lr: 0.006266 || Task Loss: 0.2053 || KD Loss: 0.0289|| 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, 2:35:36 || Estimated Time: 19:13:44
2023-07-26 13:22:08,237 semantic_segmentation INFO: Iters: 108700/150000 || Lr: 0.006265 || Task Loss: 0.3627 || KD Loss: 0.0445|| 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, 2:35:52 || Estimated Time: 19:13:27
2023-07-26 13:22:24,776 semantic_segmentation INFO: Iters: 108710/150000 || Lr: 0.006264 || Task Loss: 0.2332 || KD Loss: 0.0478|| 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, 2:36:09 || Estimated Time: 19:13:10
2023-07-26 13:22:41,339 semantic_segmentation INFO: Iters: 108720/150000 || Lr: 0.006262 || Task Loss: 0.2609 || KD Loss: 0.0357|| 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, 2:36:25 || Estimated Time: 19:12:54
2023-07-26 13:22:57,806 semantic_segmentation INFO: Iters: 108730/150000 || Lr: 0.006261 || Task Loss: 0.2435 || KD Loss: 0.0285|| 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, 2:36:42 || Estimated Time: 19:12:37
2023-07-26 13:23:14,341 semantic_segmentation INFO: Iters: 108740/150000 || Lr: 0.006259 || Task Loss: 0.1966 || KD Loss: 0.0331|| 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, 2:36:58 || Estimated Time: 19:12:20
2023-07-26 13:23:30,767 semantic_segmentation INFO: Iters: 108750/150000 || Lr: 0.006258 || Task Loss: 0.5461 || KD Loss: 0.0774|| 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, 2:37:15 || Estimated Time: 19:12:03
2023-07-26 13:23:47,372 semantic_segmentation INFO: Iters: 108760/150000 || Lr: 0.006257 || Task Loss: 0.3267 || KD Loss: 0.0538|| 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, 2:37:31 || Estimated Time: 19:11:46
2023-07-26 13:24:03,801 semantic_segmentation INFO: Iters: 108770/150000 || Lr: 0.006255 || Task Loss: 0.3183 || KD Loss: 0.0467|| 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, 2:37:48 || Estimated Time: 19:11:29
2023-07-26 13:24:20,354 semantic_segmentation INFO: Iters: 108780/150000 || Lr: 0.006254 || Task Loss: 0.4623 || KD Loss: 0.1240|| 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, 2:38:04 || Estimated Time: 19:11:12
2023-07-26 13:24:36,930 semantic_segmentation INFO: Iters: 108790/150000 || Lr: 0.006253 || Task Loss: 0.4465 || KD Loss: 0.0807|| 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, 2:38:21 || Estimated Time: 19:10:56
2023-07-26 13:24:53,301 semantic_segmentation INFO: Iters: 108800/150000 || Lr: 0.006251 || Task Loss: 0.2656 || KD Loss: 0.0311|| 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, 2:38:37 || Estimated Time: 19:10:39
2023-07-26 13:24:53,414 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:24:53,866 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 13:24:53,884 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-26 13:24:53,897 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-26 13:24:53,911 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-26 13:24:53,924 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.248
2023-07-26 13:24:53,937 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.294
2023-07-26 13:24:53,951 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.338
2023-07-26 13:24:53,965 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.342
2023-07-26 13:24:53,977 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.377
2023-07-26 13:24:53,991 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.420
2023-07-26 13:24:54,005 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.460
2023-07-26 13:24:54,021 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.506
2023-07-26 13:24:54,033 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.473
2023-07-26 13:24:54,047 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.455
2023-07-26 13:24:54,060 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.938, mIoU: 0.452
2023-07-26 13:24:54,072 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.448
2023-07-26 13:24:54,083 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.435
2023-07-26 13:24:54,095 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.435
2023-07-26 13:24:54,109 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.436
2023-07-26 13:24:54,124 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.492
2023-07-26 13:24:54,138 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.493
2023-07-26 13:24:54,153 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.500
2023-07-26 13:24:54,167 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.533
2023-07-26 13:24:54,182 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.536
2023-07-26 13:24:54,197 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.538
2023-07-26 13:24:54,210 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.539
2023-07-26 13:24:54,225 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.544
2023-07-26 13:24:54,237 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.546
2023-07-26 13:24:54,251 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.534
2023-07-26 13:24:54,265 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.535
2023-07-26 13:24:54,278 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.535
2023-07-26 13:24:54,293 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.533
2023-07-26 13:24:54,307 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.543
2023-07-26 13:24:54,322 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.539
2023-07-26 13:24:54,336 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.573
2023-07-26 13:24:54,350 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.573
2023-07-26 13:24:54,364 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.574
2023-07-26 13:24:54,376 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.618
2023-07-26 13:24:54,391 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.628
2023-07-26 13:24:54,403 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.625
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2023-07-26 13:24:54,443 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.641
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2023-07-26 13:24:54,485 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-26 13:24:54,498 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-26 13:24:54,510 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.656
2023-07-26 13:24:54,523 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.657
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2023-07-26 13:24:54,553 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.653
2023-07-26 13:24:54,568 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.653
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2023-07-26 13:24:54,609 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.657
2023-07-26 13:24:54,621 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.655
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2023-07-26 13:24:54,682 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.689
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2023-07-26 13:24:54,739 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.691
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2023-07-26 13:24:54,840 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.756
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2023-07-26 13:24:54,870 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.753
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2023-07-26 13:24:54,930 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 13:24:54,985 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-26 13:24:55,000 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.721
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2023-07-26 13:24:55,031 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.712
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2023-07-26 13:24:55,135 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.707
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2023-07-26 13:24:55,195 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 13:24:55,210 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.714
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2023-07-26 13:24:55,251 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 13:24:55,279 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 13:24:55,335 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 13:24:55,348 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:24:55,363 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.719
2023-07-26 13:24:55,378 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.718
2023-07-26 13:24:55,391 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 13:24:56,129 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 13:24:59,513 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.935, mIoU: 0.703
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2023-07-26 13:24:59,654 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-26 13:24:59,668 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-26 13:24:59,681 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-26 13:24:59,695 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 13:24:59,708 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 13:24:59,721 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 13:24:59,733 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.699
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2023-07-26 13:24:59,806 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-26 13:24:59,822 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-26 13:24:59,837 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.700
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2023-07-26 13:24:59,894 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 13:24:59,911 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 13:24:59,924 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 13:24:59,938 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-26 13:24:59,953 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.935, mIoU: 0.703
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2023-07-26 13:24:59,980 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 13:25:00,007 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 13:25:00,022 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 13:25:00,050 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.935, mIoU: 0.705
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2023-07-26 13:25:00,079 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 13:25:00,094 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,110 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,125 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,139 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.705
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2023-07-26 13:25:00,169 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 13:25:00,182 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,194 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,211 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,226 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,241 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,256 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,269 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 13:25:00,350 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,365 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,380 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-26 13:25:00,395 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,409 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.935, mIoU: 0.705
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2023-07-26 13:25:00,452 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 13:25:00,466 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-26 13:25:00,479 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-26 13:25:00,493 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,508 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,522 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,536 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 13:25:00,550 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 13:25:00,563 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 13:25:00,577 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.708
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2023-07-26 13:25:00,604 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 13:25:00,619 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.709
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2023-07-26 13:25:00,644 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.709
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2023-07-26 13:25:00,686 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-26 13:25:00,701 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 13:25:00,710 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 13:25:00,723 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 13:25:00,739 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:25:00,754 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,767 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,780 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,794 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,809 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,825 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,839 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,848 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,864 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:00,879 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:00,892 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:00,907 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 13:25:00,922 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 13:25:00,936 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 13:25:00,951 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 13:25:00,963 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 13:25:00,978 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:00,992 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:01,007 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:01,022 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:01,035 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:01,047 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 13:25:01,061 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:01,075 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:25:01,088 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:25:01,101 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:25:01,116 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:01,130 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:01,144 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:01,156 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:01,170 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:01,184 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 13:25:01,198 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:25:01,212 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 13:25:01,227 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 13:25:01,239 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 13:25:01,253 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 13:25:01,267 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 13:25:01,280 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 13:25:01,294 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 13:25:01,305 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:25:01,319 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:25:01,331 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:25:01,343 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:01,356 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:01,372 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:01,388 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:01,403 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:01,418 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:01,427 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 13:25:01,458 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,474 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,489 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,504 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,517 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,536 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,551 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,566 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,580 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,592 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,605 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,619 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,633 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,647 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,659 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,673 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,688 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:01,703 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,715 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:01,730 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,744 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.724
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2023-07-26 13:25:01,772 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,786 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,800 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,815 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:01,827 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.938, mIoU: 0.724
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2023-07-26 13:25:01,883 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 13:25:01,939 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.723
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2023-07-26 13:25:02,034 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.723
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2023-07-26 13:25:02,109 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.723
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2023-07-26 13:25:02,180 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,195 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,209 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:02,224 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:02,238 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,250 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,265 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:02,279 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:02,293 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,308 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,322 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,334 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 13:25:02,348 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,363 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,378 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,391 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,406 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,420 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,436 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,450 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 13:25:02,466 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,481 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,496 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,511 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,525 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,539 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 13:25:02,553 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,569 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,584 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,597 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,613 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,626 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,641 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,655 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,670 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,685 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,700 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,714 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,729 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,743 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:02,759 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:02,774 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:02,792 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:02,806 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 13:25:02,822 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 13:25:02,832 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 13:25:02,846 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:02,861 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:02,874 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,889 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,902 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,915 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:02,930 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:02,946 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,961 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,977 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:02,990 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,004 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,017 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,031 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,045 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,061 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:03,075 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,090 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,104 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:03,117 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:03,132 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:03,146 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,159 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,172 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,186 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,201 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,217 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,230 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,244 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,260 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,275 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,288 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,302 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,309 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:03,324 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 13:25:03,340 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,355 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,371 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,386 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,401 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,416 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,431 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,443 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,458 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,472 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,486 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:03,501 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,513 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,526 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,539 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 13:25:03,552 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:03,565 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:03,577 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:03,590 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:03,604 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:03,619 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:03,631 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:03,645 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:03,658 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:03,669 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,684 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,698 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,713 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,727 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,741 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,756 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,770 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,785 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,800 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,816 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,833 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,848 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:03,864 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:03,877 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:03,890 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:03,904 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,919 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,936 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:03,949 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:03,963 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:03,978 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:03,993 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:04,008 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:04,023 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:04,037 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:04,049 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:04,063 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,076 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:04,089 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,103 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,117 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,132 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,144 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,159 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,173 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,185 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,199 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 13:25:04,214 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 13:25:04,228 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 13:25:04,243 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,258 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,269 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,282 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:04,297 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 13:25:04,310 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 13:25:04,324 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,341 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,353 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,368 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,380 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,395 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,409 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,422 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,435 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,450 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,465 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,479 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,494 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,510 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,524 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,537 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,552 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,568 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,585 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,598 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,613 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,626 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,641 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,654 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,667 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,681 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,696 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,708 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,723 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,738 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:04,753 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,769 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,782 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:04,794 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,808 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,821 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,834 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,847 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,863 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,877 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,890 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,904 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,920 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,935 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,951 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:04,964 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,977 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:04,993 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:05,008 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:05,023 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:05,037 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:05,050 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:05,062 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,074 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,089 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,104 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,118 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,132 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,143 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,155 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:05,170 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:05,184 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 13:25:05,197 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 13:25:05,212 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 13:25:05,224 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:05,239 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,252 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,267 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,280 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,296 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,311 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,325 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,340 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,355 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:05,370 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,385 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,400 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,415 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,430 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,445 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,459 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,474 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,486 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,499 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,511 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,527 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,540 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,555 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,569 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,580 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,594 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,609 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,624 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,636 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,651 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,665 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,678 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,693 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,708 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,723 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,736 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,748 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,764 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,780 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,797 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,810 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:05,825 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,839 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,854 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:05,869 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,882 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,897 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,910 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,925 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,939 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:05,952 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,967 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,980 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:05,994 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,009 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,023 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,037 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,051 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,065 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,078 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,094 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,109 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,124 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,139 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,148 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,162 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,175 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,189 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,204 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,219 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,232 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,246 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,261 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,275 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,291 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,307 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,319 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,334 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,349 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,364 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,376 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,391 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:06,405 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,420 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,433 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,447 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:06,462 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,475 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,489 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,504 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,516 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,531 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,543 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,557 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,572 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,587 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,601 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,616 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,631 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,644 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,657 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,671 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,684 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,697 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,711 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,726 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,740 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,756 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,768 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,781 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,798 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,813 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,825 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,840 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,852 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,867 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,881 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,896 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,911 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,925 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:06,934 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,950 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,965 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,977 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:06,991 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,005 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,020 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,032 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,047 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:07,061 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:07,076 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:07,090 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,105 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,122 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,137 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,150 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,165 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,180 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,194 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,207 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,222 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,237 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,252 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,259 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,273 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,285 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,298 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,309 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,324 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,337 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,352 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,363 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,375 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,390 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,400 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,414 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,426 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,440 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,455 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,469 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,483 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,494 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,506 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,521 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,536 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,550 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,565 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,578 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,588 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,599 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,612 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,624 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,639 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,652 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,667 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,682 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,698 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:07,711 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,726 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,741 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,755 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,770 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,784 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,802 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:07,817 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,833 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,846 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:07,858 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,872 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,884 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,900 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,912 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,927 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,942 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,959 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,975 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:07,988 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,003 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,017 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,032 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,046 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,059 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,072 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,086 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,101 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 13:25:08,115 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 13:25:08,130 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 13:25:08,145 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 13:25:08,160 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 13:25:08,175 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,189 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,202 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,216 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,226 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,239 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,254 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,265 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,280 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,295 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:08,309 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:08,324 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,339 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,354 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,368 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,380 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,395 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,408 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,422 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,436 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,449 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,463 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,475 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,490 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,504 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,519 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:08,533 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,548 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:08,561 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:08,573 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:08,588 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 13:25:08,601 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,614 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,629 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,643 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,658 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,670 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,683 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,698 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,713 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,728 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,741 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,754 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,769 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,784 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:08,805 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,821 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,836 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,850 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,864 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,879 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 13:25:08,894 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,908 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,922 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,937 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 13:25:08,949 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,964 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,978 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:08,993 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:09,005 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 13:25:09,019 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 13:25:09,033 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,048 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,061 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,075 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,089 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,103 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,117 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,132 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,147 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,160 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 13:25:09,175 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,190 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,203 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,218 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,231 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,239 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:09,254 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,269 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 13:25:09,282 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 13:25:09,298 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,313 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,326 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,339 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,354 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,369 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,383 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,400 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-26 13:25:09,431 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,445 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,457 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,471 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,486 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,500 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,512 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,524 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,539 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,553 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,568 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,582 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,595 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,610 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,624 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,637 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,652 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,668 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,682 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,697 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,711 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,725 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,740 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,755 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,769 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,781 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:09,797 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,810 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,823 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.939, mIoU: 0.728
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2023-07-26 13:25:09,851 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,865 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:09,879 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.939, mIoU: 0.728
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2023-07-26 13:25:10,072 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-26 13:25:10,210 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 13:25:10,225 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.939, mIoU: 0.728
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2023-07-26 13:25:10,349 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.939, mIoU: 0.729
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2023-07-26 13:25:10,420 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,435 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,450 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,465 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,478 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,493 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,507 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,520 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,535 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,550 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,565 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,580 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,594 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,608 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,621 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:10,636 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:10,648 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:10,661 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:10,676 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:10,691 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,703 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,717 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,728 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,742 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,757 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,771 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,783 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,799 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,815 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,830 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,842 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,857 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,872 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,882 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,896 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,911 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 13:25:10,925 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,938 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,950 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:10,965 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,978 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:10,993 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:11,007 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 13:25:11,023 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,035 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,049 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,065 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,080 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,096 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 13:25:11,111 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 13:25:11,127 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,141 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,156 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,171 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,186 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,201 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 13:25:11,213 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,226 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,241 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,256 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,271 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,284 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,297 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,312 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,326 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,338 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,351 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,365 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,380 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,394 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,409 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,424 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,440 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,454 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,468 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,483 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,496 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 13:25:11,511 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,527 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,542 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,557 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,572 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:11,587 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,601 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:11,615 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,629 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,643 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,657 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,671 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:11,685 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,699 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,711 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,723 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,738 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,752 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,764 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,778 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,793 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,807 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,821 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,835 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,849 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,865 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,877 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,889 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,901 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,914 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:11,926 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:11,940 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:11,954 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:11,967 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,979 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:11,993 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 13:25:12,004 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,017 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,032 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,047 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,061 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,075 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,088 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,102 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,116 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,128 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,143 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,158 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,173 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,186 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,200 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,215 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,230 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,245 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,257 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,272 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,287 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,303 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,318 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,331 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,345 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,360 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,375 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,390 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 13:25:12,405 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,419 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,434 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,444 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,458 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,470 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,483 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,499 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,514 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,528 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,540 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,552 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,565 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,580 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,593 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,607 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,623 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,636 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 13:25:12,667 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:12,680 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 13:25:12,710 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 13:25:12,739 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 13:25:12,767 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 13:25:12,870 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,884 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,896 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,908 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,922 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,936 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,950 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:12,963 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 13:25:12,993 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,007 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,021 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,035 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,043 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 13:25:13,071 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,084 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,098 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,113 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,127 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,142 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,157 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,172 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,188 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,200 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,215 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,231 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:25:13,246 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,261 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,276 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,293 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,306 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,321 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,335 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,350 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,363 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,376 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,390 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,405 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,420 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,435 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:25:13,449 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,463 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,478 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,490 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,505 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,518 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,532 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,547 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,561 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,576 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,588 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,603 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,617 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,632 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,646 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,661 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,676 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,691 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,704 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,718 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,731 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,746 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,761 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,776 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,791 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,806 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,820 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,830 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,845 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,857 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,874 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,890 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,905 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,919 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:25:13,930 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,940 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,956 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,970 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,984 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:13,997 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,011 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,025 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,038 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,052 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,067 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,081 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,095 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,108 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,123 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,137 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,152 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,164 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,179 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,193 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:25:14,208 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,223 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,236 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,250 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 13:25:14,264 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 13:25:14,280 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 13:25:30,761 semantic_segmentation INFO: Iters: 108810/150000 || Lr: 0.006250 || Task Loss: 0.2515 || KD Loss: 0.0343|| 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, 2:39:15 || Estimated Time: 19:10:30
2023-07-26 13:25:47,235 semantic_segmentation INFO: Iters: 108820/150000 || Lr: 0.006248 || Task Loss: 0.3681 || KD Loss: 0.0635|| 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, 2:39:31 || Estimated Time: 19:10:13
2023-07-26 13:26:03,928 semantic_segmentation INFO: Iters: 108830/150000 || Lr: 0.006247 || Task Loss: 0.3533 || KD Loss: 0.0504|| 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, 2:39:48 || Estimated Time: 19:09:56
2023-07-26 13:26:20,754 semantic_segmentation INFO: Iters: 108840/150000 || Lr: 0.006246 || Task Loss: 0.3197 || KD Loss: 0.0491|| 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, 2:40:05 || Estimated Time: 19:09:39
2023-07-26 13:26:37,345 semantic_segmentation INFO: Iters: 108850/150000 || Lr: 0.006244 || Task Loss: 0.3305 || KD Loss: 0.0480|| 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, 2:40:21 || Estimated Time: 19:09:23
2023-07-26 13:26:53,933 semantic_segmentation INFO: Iters: 108860/150000 || Lr: 0.006243 || Task Loss: 0.2173 || KD Loss: 0.0309|| 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, 2:40:38 || Estimated Time: 19:09:06
2023-07-26 13:27:10,511 semantic_segmentation INFO: Iters: 108870/150000 || Lr: 0.006242 || Task Loss: 0.4099 || KD Loss: 0.0684|| 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, 2:40:54 || Estimated Time: 19:08:49
2023-07-26 13:27:27,224 semantic_segmentation INFO: Iters: 108880/150000 || Lr: 0.006240 || Task Loss: 0.3879 || KD Loss: 0.0500|| 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, 2:41:11 || Estimated Time: 19:08:32
2023-07-26 13:27:43,903 semantic_segmentation INFO: Iters: 108890/150000 || Lr: 0.006239 || Task Loss: 0.2382 || KD Loss: 0.0307|| 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, 2:41:28 || Estimated Time: 19:08:15
2023-07-26 13:28:00,524 semantic_segmentation INFO: Iters: 108900/150000 || Lr: 0.006238 || Task Loss: 0.3916 || KD Loss: 0.0456|| 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, 2:41:45 || Estimated Time: 19:07:59
2023-07-26 13:28:17,068 semantic_segmentation INFO: Iters: 108910/150000 || Lr: 0.006236 || Task Loss: 0.3625 || KD Loss: 0.0574|| 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, 2:42:01 || Estimated Time: 19:07:42
2023-07-26 13:28:33,668 semantic_segmentation INFO: Iters: 108920/150000 || Lr: 0.006235 || Task Loss: 0.3105 || KD Loss: 0.0413|| 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, 2:42:18 || Estimated Time: 19:07:25
2023-07-26 13:28:50,261 semantic_segmentation INFO: Iters: 108930/150000 || Lr: 0.006233 || Task Loss: 0.4049 || KD Loss: 0.0562|| 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, 2:42:34 || Estimated Time: 19:07:08
2023-07-26 13:29:06,947 semantic_segmentation INFO: Iters: 108940/150000 || Lr: 0.006232 || Task Loss: 0.2705 || KD Loss: 0.0250|| 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, 2:42:51 || Estimated Time: 19:06:51
2023-07-26 13:29:23,610 semantic_segmentation INFO: Iters: 108950/150000 || Lr: 0.006231 || Task Loss: 0.3248 || KD Loss: 0.0471|| 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, 2:43:08 || Estimated Time: 19:06:35
2023-07-26 13:29:40,274 semantic_segmentation INFO: Iters: 108960/150000 || Lr: 0.006229 || Task Loss: 0.3028 || KD Loss: 0.0469|| 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, 2:43:24 || Estimated Time: 19:06:18
2023-07-26 13:29:56,827 semantic_segmentation INFO: Iters: 108970/150000 || Lr: 0.006228 || Task Loss: 0.4900 || KD Loss: 0.1014|| 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, 2:43:41 || Estimated Time: 19:06:01
2023-07-26 13:30:13,514 semantic_segmentation INFO: Iters: 108980/150000 || Lr: 0.006227 || Task Loss: 0.2430 || KD Loss: 0.0346|| 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, 2:43:57 || Estimated Time: 19:05:44
2023-07-26 13:30:30,204 semantic_segmentation INFO: Iters: 108990/150000 || Lr: 0.006225 || Task Loss: 0.2769 || KD Loss: 0.0286|| 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, 2:44:14 || Estimated Time: 19:05:27
2023-07-26 13:30:46,793 semantic_segmentation INFO: Iters: 109000/150000 || Lr: 0.006224 || Task Loss: 0.3201 || KD Loss: 0.0620|| 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, 2:44:31 || Estimated Time: 19:05:11
2023-07-26 13:31:03,520 semantic_segmentation INFO: Iters: 109010/150000 || Lr: 0.006223 || Task Loss: 0.2314 || KD Loss: 0.0391|| 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, 2:44:47 || Estimated Time: 19:04:54
2023-07-26 13:31:20,133 semantic_segmentation INFO: Iters: 109020/150000 || Lr: 0.006221 || Task Loss: 0.2900 || KD Loss: 0.0416|| 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, 2:45:04 || Estimated Time: 19:04:37
2023-07-26 13:31:36,818 semantic_segmentation INFO: Iters: 109030/150000 || Lr: 0.006220 || Task Loss: 0.3271 || KD Loss: 0.0642|| 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, 2:45:21 || Estimated Time: 19:04:20
2023-07-26 13:31:53,500 semantic_segmentation INFO: Iters: 109040/150000 || Lr: 0.006218 || Task Loss: 0.2012 || KD Loss: 0.0324|| 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, 2:45:37 || Estimated Time: 19:04:03
2023-07-26 13:32:10,180 semantic_segmentation INFO: Iters: 109050/150000 || Lr: 0.006217 || Task Loss: 0.3578 || KD Loss: 0.0403|| 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, 2:45:54 || Estimated Time: 19:03:47
2023-07-26 13:32:26,851 semantic_segmentation INFO: Iters: 109060/150000 || Lr: 0.006216 || Task Loss: 0.2480 || KD Loss: 0.0304|| 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, 2:46:11 || Estimated Time: 19:03:30
2023-07-26 13:32:43,710 semantic_segmentation INFO: Iters: 109070/150000 || Lr: 0.006214 || Task Loss: 0.2978 || KD Loss: 0.0521|| 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, 2:46:28 || Estimated Time: 19:03:13
2023-07-26 13:33:00,258 semantic_segmentation INFO: Iters: 109080/150000 || Lr: 0.006213 || Task Loss: 0.3538 || KD Loss: 0.0422|| 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, 2:46:44 || Estimated Time: 19:02:56
2023-07-26 13:33:16,863 semantic_segmentation INFO: Iters: 109090/150000 || Lr: 0.006212 || Task Loss: 0.3199 || KD Loss: 0.0564|| 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, 2:47:01 || Estimated Time: 19:02:39
2023-07-26 13:33:33,409 semantic_segmentation INFO: Iters: 109100/150000 || Lr: 0.006210 || Task Loss: 0.3033 || KD Loss: 0.0354|| 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, 2:47:17 || Estimated Time: 19:02:23
2023-07-26 13:33:50,063 semantic_segmentation INFO: Iters: 109110/150000 || Lr: 0.006209 || Task Loss: 0.3073 || KD Loss: 0.0570|| 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, 2:47:34 || Estimated Time: 19:02:06
2023-07-26 13:34:08,146 semantic_segmentation INFO: Iters: 109120/150000 || Lr: 0.006208 || Task Loss: 0.3772 || KD Loss: 0.0552|| 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, 2:47:52 || Estimated Time: 19:01:49
2023-07-26 13:34:26,715 semantic_segmentation INFO: Iters: 109130/150000 || Lr: 0.006206 || Task Loss: 0.3690 || KD Loss: 0.0668|| 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, 2:48:11 || Estimated Time: 19:01:33
2023-07-26 13:34:43,281 semantic_segmentation INFO: Iters: 109140/150000 || Lr: 0.006205 || Task Loss: 0.4162 || KD Loss: 0.0709|| 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, 2:48:27 || Estimated Time: 19:01:17
2023-07-26 13:34:59,913 semantic_segmentation INFO: Iters: 109150/150000 || Lr: 0.006203 || Task Loss: 0.1945 || KD Loss: 0.0233|| 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, 2:48:44 || Estimated Time: 19:01:00
2023-07-26 13:35:16,492 semantic_segmentation INFO: Iters: 109160/150000 || Lr: 0.006202 || Task Loss: 0.3496 || KD Loss: 0.0400|| 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, 2:49:00 || Estimated Time: 19:00:43
2023-07-26 13:35:33,094 semantic_segmentation INFO: Iters: 109170/150000 || Lr: 0.006201 || Task Loss: 0.4043 || KD Loss: 0.1012|| 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, 2:49:17 || Estimated Time: 19:00:26
2023-07-26 13:35:49,670 semantic_segmentation INFO: Iters: 109180/150000 || Lr: 0.006199 || Task Loss: 0.4483 || KD Loss: 0.0627|| 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, 2:49:34 || Estimated Time: 19:00:09
2023-07-26 13:36:06,231 semantic_segmentation INFO: Iters: 109190/150000 || Lr: 0.006198 || Task Loss: 0.2859 || KD Loss: 0.0676|| 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, 2:49:50 || Estimated Time: 18:59:52
2023-07-26 13:36:22,695 semantic_segmentation INFO: Iters: 109200/150000 || Lr: 0.006197 || Task Loss: 0.3044 || KD Loss: 0.0374|| 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, 2:50:07 || Estimated Time: 18:59:36
2023-07-26 13:36:39,287 semantic_segmentation INFO: Iters: 109210/150000 || Lr: 0.006195 || Task Loss: 0.3660 || KD Loss: 0.0509|| 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, 2:50:23 || Estimated Time: 18:59:19
2023-07-26 13:36:55,810 semantic_segmentation INFO: Iters: 109220/150000 || Lr: 0.006194 || Task Loss: 0.2514 || KD Loss: 0.0385|| 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, 2:50:40 || Estimated Time: 18:59:02
2023-07-26 13:37:12,406 semantic_segmentation INFO: Iters: 109230/150000 || Lr: 0.006192 || Task Loss: 0.2442 || KD Loss: 0.0474|| 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, 2:50:56 || Estimated Time: 18:58:45
2023-07-26 13:37:29,026 semantic_segmentation INFO: Iters: 109240/150000 || Lr: 0.006191 || Task Loss: 0.4591 || KD Loss: 0.0802|| 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, 2:51:13 || Estimated Time: 18:58:28
2023-07-26 13:37:45,579 semantic_segmentation INFO: Iters: 109250/150000 || Lr: 0.006190 || Task Loss: 0.4622 || KD Loss: 0.0580|| 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, 2:51:30 || Estimated Time: 18:58:11
2023-07-26 13:38:02,246 semantic_segmentation INFO: Iters: 109260/150000 || Lr: 0.006188 || Task Loss: 0.2341 || KD Loss: 0.0239|| 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, 2:51:46 || Estimated Time: 18:57:55
2023-07-26 13:38:18,811 semantic_segmentation INFO: Iters: 109270/150000 || Lr: 0.006187 || Task Loss: 0.3455 || KD Loss: 0.0498|| 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, 2:52:03 || Estimated Time: 18:57:38
2023-07-26 13:38:35,452 semantic_segmentation INFO: Iters: 109280/150000 || Lr: 0.006186 || Task Loss: 0.3794 || KD Loss: 0.0414|| 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, 2:52:19 || Estimated Time: 18:57:21
2023-07-26 13:38:51,997 semantic_segmentation INFO: Iters: 109290/150000 || Lr: 0.006184 || Task Loss: 0.3306 || KD Loss: 0.0580|| 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, 2:52:36 || Estimated Time: 18:57:04
2023-07-26 13:39:08,535 semantic_segmentation INFO: Iters: 109300/150000 || Lr: 0.006183 || Task Loss: 0.2823 || KD Loss: 0.0409|| 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, 2:52:53 || Estimated Time: 18:56:47
2023-07-26 13:39:25,474 semantic_segmentation INFO: Iters: 109310/150000 || Lr: 0.006182 || Task Loss: 0.4051 || KD Loss: 0.0376|| 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, 2:53:09 || Estimated Time: 18:56:31
2023-07-26 13:39:42,076 semantic_segmentation INFO: Iters: 109320/150000 || Lr: 0.006180 || Task Loss: 0.2596 || KD Loss: 0.0385|| 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, 2:53:26 || Estimated Time: 18:56:14
2023-07-26 13:39:58,707 semantic_segmentation INFO: Iters: 109330/150000 || Lr: 0.006179 || Task Loss: 0.2592 || KD Loss: 0.0434|| 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, 2:53:43 || Estimated Time: 18:55:57
2023-07-26 13:40:15,384 semantic_segmentation INFO: Iters: 109340/150000 || Lr: 0.006177 || Task Loss: 0.2763 || KD Loss: 0.0315|| 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, 2:53:59 || Estimated Time: 18:55:40
2023-07-26 13:40:32,076 semantic_segmentation INFO: Iters: 109350/150000 || Lr: 0.006176 || Task Loss: 0.2892 || KD Loss: 0.0467|| 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, 2:54:16 || Estimated Time: 18:55:23
2023-07-26 13:40:48,771 semantic_segmentation INFO: Iters: 109360/150000 || Lr: 0.006175 || Task Loss: 0.3071 || KD Loss: 0.0518|| 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, 2:54:33 || Estimated Time: 18:55:07
2023-07-26 13:41:05,376 semantic_segmentation INFO: Iters: 109370/150000 || Lr: 0.006173 || Task Loss: 0.4687 || KD Loss: 0.1498|| 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, 2:54:49 || Estimated Time: 18:54:50
2023-07-26 13:41:22,045 semantic_segmentation INFO: Iters: 109380/150000 || Lr: 0.006172 || Task Loss: 0.3299 || KD Loss: 0.0441|| 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, 2:55:06 || Estimated Time: 18:54:33
2023-07-26 13:41:38,617 semantic_segmentation INFO: Iters: 109390/150000 || Lr: 0.006171 || Task Loss: 0.3290 || KD Loss: 0.0552|| 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, 2:55:23 || Estimated Time: 18:54:16
2023-07-26 13:41:55,472 semantic_segmentation INFO: Iters: 109400/150000 || Lr: 0.006169 || Task Loss: 0.3363 || 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, 2:55:39 || Estimated Time: 18:54:00
2023-07-26 13:42:12,113 semantic_segmentation INFO: Iters: 109410/150000 || Lr: 0.006168 || Task Loss: 0.3597 || KD Loss: 0.0642|| 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, 2:55:56 || Estimated Time: 18:53:43
2023-07-26 13:42:28,732 semantic_segmentation INFO: Iters: 109420/150000 || Lr: 0.006166 || Task Loss: 0.4228 || KD Loss: 0.0562|| 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, 2:56:13 || Estimated Time: 18:53:26
2023-07-26 13:42:45,287 semantic_segmentation INFO: Iters: 109430/150000 || Lr: 0.006165 || Task Loss: 0.2927 || KD Loss: 0.0539|| 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, 2:56:29 || Estimated Time: 18:53:09
2023-07-26 13:43:01,780 semantic_segmentation INFO: Iters: 109440/150000 || Lr: 0.006164 || Task Loss: 0.2336 || KD Loss: 0.0630|| 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, 2:56:46 || Estimated Time: 18:52:52
2023-07-26 13:43:18,351 semantic_segmentation INFO: Iters: 109450/150000 || Lr: 0.006162 || Task Loss: 0.4587 || KD Loss: 0.0420|| 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, 2:57:02 || Estimated Time: 18:52:35
2023-07-26 13:43:34,949 semantic_segmentation INFO: Iters: 109460/150000 || Lr: 0.006161 || Task Loss: 0.2594 || KD Loss: 0.0320|| 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, 2:57:19 || Estimated Time: 18:52:19
2023-07-26 13:43:51,445 semantic_segmentation INFO: Iters: 109470/150000 || Lr: 0.006160 || Task Loss: 0.3474 || KD Loss: 0.0402|| 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, 2:57:35 || Estimated Time: 18:52:02
2023-07-26 13:44:07,949 semantic_segmentation INFO: Iters: 109480/150000 || Lr: 0.006158 || Task Loss: 0.3779 || KD Loss: 0.0390|| 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, 2:57:52 || Estimated Time: 18:51:45
2023-07-26 13:44:24,455 semantic_segmentation INFO: Iters: 109490/150000 || Lr: 0.006157 || Task Loss: 0.4639 || KD Loss: 0.0500|| 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, 2:58:08 || Estimated Time: 18:51:28
2023-07-26 13:44:40,902 semantic_segmentation INFO: Iters: 109500/150000 || Lr: 0.006156 || Task Loss: 0.2771 || KD Loss: 0.0390|| 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, 2:58:25 || Estimated Time: 18:51:11
2023-07-26 13:44:57,397 semantic_segmentation INFO: Iters: 109510/150000 || Lr: 0.006154 || Task Loss: 0.2984 || KD Loss: 0.0325|| 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, 2:58:41 || Estimated Time: 18:50:54
2023-07-26 13:45:13,874 semantic_segmentation INFO: Iters: 109520/150000 || Lr: 0.006153 || Task Loss: 0.2259 || KD Loss: 0.0252|| 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, 2:58:58 || Estimated Time: 18:50:37
2023-07-26 13:45:30,283 semantic_segmentation INFO: Iters: 109530/150000 || Lr: 0.006151 || Task Loss: 0.3136 || KD Loss: 0.0698|| 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, 2:59:14 || Estimated Time: 18:50:21
2023-07-26 13:45:46,703 semantic_segmentation INFO: Iters: 109540/150000 || Lr: 0.006150 || Task Loss: 0.3762 || KD Loss: 0.0816|| 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, 2:59:31 || Estimated Time: 18:50:04
2023-07-26 13:46:03,236 semantic_segmentation INFO: Iters: 109550/150000 || Lr: 0.006149 || Task Loss: 0.2823 || KD Loss: 0.0404|| 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, 2:59:47 || Estimated Time: 18:49:47
2023-07-26 13:46:19,610 semantic_segmentation INFO: Iters: 109560/150000 || Lr: 0.006147 || Task Loss: 0.3564 || KD Loss: 0.0658|| 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, 3:00:04 || Estimated Time: 18:49:30
2023-07-26 13:46:36,003 semantic_segmentation INFO: Iters: 109570/150000 || Lr: 0.006146 || Task Loss: 0.3725 || KD Loss: 0.0879|| 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, 3:00:20 || Estimated Time: 18:49:13
2023-07-26 13:46:52,386 semantic_segmentation INFO: Iters: 109580/150000 || Lr: 0.006145 || Task Loss: 0.3994 || KD Loss: 0.0753|| 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, 3:00:36 || Estimated Time: 18:48:56
2023-07-26 13:47:08,899 semantic_segmentation INFO: Iters: 109590/150000 || Lr: 0.006143 || Task Loss: 0.3853 || KD Loss: 0.0581|| 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, 3:00:53 || Estimated Time: 18:48:39
2023-07-26 13:47:25,355 semantic_segmentation INFO: Iters: 109600/150000 || Lr: 0.006142 || Task Loss: 0.2472 || KD Loss: 0.0400|| 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, 3:01:09 || Estimated Time: 18:48:22
2023-07-26 13:47:25,472 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 13:47:25,924 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 13:47:25,963 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.136
2023-07-26 13:47:25,975 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.165
2023-07-26 13:47:25,988 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.165
2023-07-26 13:47:26,001 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.241
2023-07-26 13:47:26,013 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.284
2023-07-26 13:47:26,026 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.328
2023-07-26 13:47:26,040 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.333
2023-07-26 13:47:26,052 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.333
2023-07-26 13:47:26,066 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.378
2023-07-26 13:47:26,079 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.419
2023-07-26 13:47:26,094 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.438
2023-07-26 13:47:26,106 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.930, mIoU: 0.435
2023-07-26 13:47:26,119 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.929, mIoU: 0.423
2023-07-26 13:47:26,133 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.422
2023-07-26 13:47:26,145 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.418
2023-07-26 13:47:26,156 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.924, mIoU: 0.403
2023-07-26 13:47:26,168 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.400
2023-07-26 13:47:26,181 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.397
2023-07-26 13:47:26,196 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.921, mIoU: 0.451
2023-07-26 13:47:26,210 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.428
2023-07-26 13:47:26,224 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.915, mIoU: 0.434
2023-07-26 13:47:26,239 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.913, mIoU: 0.464
2023-07-26 13:47:26,254 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.487
2023-07-26 13:47:26,269 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.916, mIoU: 0.495
2023-07-26 13:47:26,283 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.916, mIoU: 0.495
2023-07-26 13:47:26,298 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.498
2023-07-26 13:47:26,309 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.499
2023-07-26 13:47:26,324 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.487
2023-07-26 13:47:26,338 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.917, mIoU: 0.487
2023-07-26 13:47:26,351 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.494
2023-07-26 13:47:26,366 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.492
2023-07-26 13:47:26,381 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.498
2023-07-26 13:47:26,395 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.493
2023-07-26 13:47:26,409 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.532
2023-07-26 13:47:26,424 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.533
2023-07-26 13:47:26,436 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.533
2023-07-26 13:47:26,448 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-26 13:47:26,465 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-26 13:47:26,479 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-26 13:47:26,493 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-26 13:47:26,507 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.603
2023-07-26 13:47:26,522 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-26 13:47:26,535 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-26 13:47:26,550 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-26 13:47:26,565 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-26 13:47:26,578 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-26 13:47:26,590 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-26 13:47:26,605 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.618
2023-07-26 13:47:26,621 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.618
2023-07-26 13:47:26,636 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.618
2023-07-26 13:47:26,651 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.618
2023-07-26 13:47:26,664 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-26 13:47:26,680 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-26 13:47:26,695 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-26 13:47:26,708 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-26 13:47:26,723 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-26 13:47:26,740 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-26 13:47:26,753 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.617
2023-07-26 13:47:26,768 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-26 13:47:26,781 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-26 13:47:26,795 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-26 13:47:26,808 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-26 13:47:26,825 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-26 13:47:26,839 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-26 13:47:26,856 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.656
2023-07-26 13:47:26,872 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-26 13:47:26,886 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-26 13:47:26,902 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-26 13:47:26,918 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-26 13:47:26,934 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.721
2023-07-26 13:47:26,948 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:47:26,963 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:26,979 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:26,994 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:27,010 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:27,025 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 13:47:27,034 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.713
2023-07-26 13:47:27,049 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.715
2023-07-26 13:47:27,065 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.715
2023-07-26 13:47:27,077 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-26 13:47:27,092 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.719
2023-07-26 13:47:27,106 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-26 13:47:27,120 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-26 13:47:27,135 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.702
2023-07-26 13:47:27,149 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.704
2023-07-26 13:47:27,164 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 13:47:27,178 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 13:47:27,192 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-26 13:47:27,205 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-26 13:47:27,219 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.693
2023-07-26 13:47:27,234 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.693
2023-07-26 13:47:27,248 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.696
2023-07-26 13:47:27,262 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.704
2023-07-26 13:47:27,276 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.701
2023-07-26 13:47:27,291 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.700
2023-07-26 13:47:27,304 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.700
2023-07-26 13:47:27,317 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 13:47:27,332 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 13:47:27,345 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 13:47:27,359 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.700
2023-07-26 13:47:27,373 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:47:27,386 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:47:27,401 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-26 13:47:27,416 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.695
2023-07-26 13:47:27,429 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 13:47:27,444 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.697
2023-07-26 13:47:27,459 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 13:47:27,472 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.696
2023-07-26 13:47:27,486 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.695
2023-07-26 13:47:27,500 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:47:27,514 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 13:47:27,529 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 13:47:27,544 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 13:47:27,559 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 13:47:27,572 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 13:47:27,585 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 13:47:27,600 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 13:47:27,613 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 13:47:27,628 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.929, mIoU: 0.690
2023-07-26 13:47:27,643 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 13:47:27,656 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 13:47:27,669 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 13:47:27,684 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 13:47:27,699 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 13:47:27,708 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 13:47:27,720 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-26 13:47:27,735 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 13:47:27,744 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 13:47:27,758 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 13:47:27,773 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.691
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2023-07-26 13:47:30,590 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.932, mIoU: 0.709
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2023-07-26 13:47:30,674 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.931, mIoU: 0.705
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2023-07-26 13:47:30,813 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:47:30,828 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 13:47:30,897 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 13:47:30,923 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-26 13:47:30,937 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.932, mIoU: 0.707
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2023-07-26 13:47:30,965 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 13:47:31,002 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 13:47:31,039 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 13:47:31,066 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:47:31,082 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:47:31,096 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.930, mIoU: 0.700
2023-07-26 13:47:31,109 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 13:47:31,124 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.930, mIoU: 0.700
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2023-07-26 13:47:31,153 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 13:47:31,267 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 13:47:31,932 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.932, mIoU: 0.699
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2023-07-26 13:47:31,976 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 13:47:31,989 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 13:47:32,003 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:32,019 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 13:47:32,371 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 13:47:32,429 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 13:47:32,518 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 13:47:32,621 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 13:47:32,731 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 13:47:32,774 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.709
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2023-07-26 13:47:32,945 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.713
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2023-07-26 13:47:33,014 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.935, mIoU: 0.714
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2023-07-26 13:47:33,130 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 13:47:33,289 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 13:47:33,346 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 13:47:33,359 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:47:33,373 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 13:47:33,385 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:47:33,399 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:47:33,412 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 13:47:33,424 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:47:33,436 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 13:47:33,450 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 13:47:33,465 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.933, mIoU: 0.716
2023-07-26 13:47:33,479 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,493 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,502 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,516 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,531 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,546 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,560 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,576 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,588 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,601 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,616 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,631 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,646 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,659 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,672 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,687 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,701 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,716 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,729 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,744 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,759 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,775 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,787 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,803 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,817 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,830 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,845 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,860 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,874 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,889 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:33,902 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:33,917 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:33,932 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:33,948 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:33,958 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,973 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:33,988 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,000 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,015 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,027 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,042 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,056 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,071 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 13:47:34,109 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,123 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,138 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,153 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,166 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,181 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,193 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,208 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,223 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,236 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,250 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,265 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:47:34,280 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,295 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,310 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,321 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,336 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:47:34,351 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,365 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 13:47:34,380 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:47:34,395 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:47:34,407 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 13:47:34,422 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:34,437 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:34,451 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:34,463 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 13:47:34,496 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:34,511 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 13:47:34,540 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,554 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,568 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,583 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,598 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,610 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,624 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.934, mIoU: 0.717
2023-07-26 13:47:34,639 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:34,653 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,665 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,680 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,693 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,708 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,722 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,737 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,751 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,766 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,780 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:34,794 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:34,807 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:47:34,821 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 13:47:34,836 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 13:47:34,854 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 13:47:34,868 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:47:34,883 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:47:34,893 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:47:34,906 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:47:34,922 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:47:34,935 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 13:47:34,950 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,963 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,976 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:34,991 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,007 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,022 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.935, mIoU: 0.719
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2023-07-26 13:47:35,049 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,063 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,075 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,089 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,103 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,118 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,132 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,146 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,160 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,173 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,187 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,201 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.934, mIoU: 0.719
2023-07-26 13:47:35,213 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,226 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,239 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 13:47:35,254 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 13:47:35,281 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.935, mIoU: 0.719
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2023-07-26 13:47:35,310 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 13:47:35,325 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:47:35,372 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,387 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 13:47:35,401 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.935, mIoU: 0.719
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2023-07-26 13:47:35,447 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:47:35,534 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 13:47:35,982 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 13:47:36,021 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 13:47:36,049 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,063 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,078 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,091 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,105 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,119 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,133 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,148 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,162 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,178 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,191 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,206 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,222 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,235 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,248 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,264 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,278 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,293 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,307 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:36,319 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,331 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,345 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,357 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,371 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,387 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:47:36,400 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:47:36,414 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:47:36,427 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 13:47:36,441 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,455 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,468 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,481 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,496 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,511 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,524 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 13:47:36,539 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,554 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,568 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,581 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,596 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,613 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,631 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,644 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,658 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,671 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,686 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,698 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,711 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,725 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 13:47:36,739 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,751 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,766 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:36,781 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,797 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,811 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,824 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,835 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,849 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,861 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,873 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,886 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:36,901 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,913 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,926 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,941 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,956 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,971 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,987 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:36,999 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:37,012 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 13:47:37,027 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:37,042 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:37,057 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:37,071 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:37,084 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 13:47:37,097 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,108 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,123 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,138 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,152 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,166 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 13:47:37,177 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,190 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,205 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,219 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,232 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,247 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,261 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,276 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,289 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,303 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,316 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,331 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:37,345 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,358 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,373 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,388 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,402 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,417 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,431 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,446 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 13:47:37,460 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 13:47:37,473 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,488 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,502 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,515 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,528 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,541 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,557 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,571 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,587 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,601 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,613 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,628 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,645 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,659 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,672 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,687 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,701 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,714 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,728 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:37,743 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,758 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,771 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,782 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,798 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,813 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,827 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,840 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,854 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:37,869 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,883 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,898 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,911 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,925 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:37,938 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:47:37,952 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:47:37,966 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:47:37,979 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 13:47:37,994 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,006 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,021 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,035 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,049 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,063 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,078 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,092 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,105 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,121 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,136 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,151 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,166 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,175 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,189 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,202 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 13:47:38,217 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:38,232 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:38,247 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 13:47:38,260 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,275 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,290 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,304 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,319 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,335 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,347 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,362 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,376 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,391 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,403 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,418 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,432 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,447 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,460 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,474 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,488 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,501 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,514 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,528 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,541 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,556 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,569 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,583 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,599 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,614 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,629 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,646 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,661 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,674 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,687 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,702 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,715 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,728 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,742 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,757 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,771 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,787 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,799 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,812 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,827 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,841 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,854 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,869 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 13:47:38,882 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,897 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 13:47:38,910 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,926 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,940 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,955 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:38,964 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,979 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:38,995 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,008 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,022 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,036 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,051 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,063 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,078 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,092 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,107 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,121 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,135 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,152 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,167 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,180 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,195 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,210 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,224 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,237 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,252 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,267 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,282 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:39,290 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:39,303 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,317 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,330 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,341 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,355 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,370 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,384 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:39,396 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:39,408 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:39,423 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:39,433 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:39,449 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 13:47:39,461 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,476 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,490 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,505 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,519 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,530 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,543 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,558 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,572 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,587 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,601 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,614 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,624 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,634 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,648 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,660 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,675 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:39,688 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:39,702 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 13:47:39,717 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:39,732 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:39,745 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:39,761 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,776 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,790 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,806 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,820 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,834 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,849 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,864 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,877 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,889 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:39,904 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,916 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,932 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,944 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,959 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,974 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:39,991 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,007 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,020 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,035 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,050 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,064 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,079 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:47:40,092 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:47:40,105 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:47:40,119 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:47:40,134 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 13:47:40,149 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:47:40,163 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:47:40,178 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:47:40,193 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 13:47:40,208 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,222 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,234 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,249 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,260 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,272 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,287 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,298 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,313 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,327 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,342 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,356 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,372 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,386 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,401 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,413 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 13:47:40,429 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,441 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,456 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,471 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,484 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,499 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,511 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,526 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,541 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,556 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,571 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,585 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,598 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,611 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,626 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 13:47:40,639 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,652 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,668 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,684 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,698 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,711 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,724 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,739 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,754 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,770 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,783 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,796 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,811 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,826 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,841 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,856 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,871 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,886 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:40,900 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:40,915 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:40,930 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,945 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 13:47:40,959 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:40,973 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:40,986 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:41,000 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:41,015 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:41,030 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:41,042 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 13:47:41,056 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,070 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,085 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,098 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,112 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,126 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,140 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,154 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,168 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,183 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,195 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,210 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,226 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,239 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,254 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,267 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 13:47:41,276 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,291 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,306 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,319 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 13:47:41,334 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,349 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,362 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:41,375 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:41,390 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,405 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:41,419 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,436 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,450 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,466 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,480 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,493 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,507 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,522 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,536 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,548 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,561 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,575 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,589 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,604 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 13:47:41,631 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,647 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,669 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,683 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,698 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,713 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,728 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,742 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,755 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,770 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,785 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,800 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,814 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,827 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,842 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,855 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,867 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 13:47:41,879 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,893 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,908 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,922 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:41,936 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,946 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,959 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,974 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:41,989 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,002 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,017 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,033 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:42,048 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,061 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,076 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,091 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,104 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,119 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,132 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:42,145 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:42,160 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 13:47:42,190 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,205 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,217 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 13:47:42,231 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,245 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,256 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,271 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,285 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,299 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,314 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,326 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,338 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,352 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,366 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,380 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,392 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,406 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,423 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,437 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 13:47:42,493 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 13:47:42,507 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,520 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,534 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,548 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.934, mIoU: 0.708
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2023-07-26 13:47:42,634 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,648 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,662 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,676 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.934, mIoU: 0.708
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2023-07-26 13:47:42,705 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,720 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,735 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,747 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,761 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,773 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,787 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,802 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,816 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,828 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,844 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,860 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,875 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,886 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,901 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,916 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,926 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,941 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,956 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:42,971 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,984 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:42,996 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 13:47:43,011 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,025 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,040 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,052 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,067 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,079 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,091 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,105 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,119 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,133 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 13:47:43,147 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,162 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,175 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,189 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,202 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,216 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,230 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,242 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,254 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,271 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,285 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,300 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,312 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,325 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,339 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 13:47:43,353 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,366 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,378 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,392 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,406 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,421 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,434 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,449 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,464 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,477 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,491 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,506 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,519 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,533 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,548 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,563 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,577 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,591 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 13:47:43,606 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,620 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,634 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,649 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,663 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,678 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,692 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,707 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,722 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,735 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,748 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,762 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,778 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,790 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,805 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,820 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,834 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,848 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,862 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,877 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 13:47:43,905 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,918 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,930 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,943 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,956 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,971 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:43,986 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:43,999 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,012 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,027 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,039 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,053 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,068 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,083 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,098 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,112 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,125 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,139 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,154 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,166 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,181 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,196 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,211 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,223 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,238 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,252 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,267 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,282 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,294 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,308 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,323 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,337 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,352 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,364 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,378 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,392 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,407 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,421 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,435 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,449 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,464 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,474 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,487 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,500 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,513 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,529 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,544 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,558 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,570 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,583 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,596 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,611 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,625 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,640 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,654 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,667 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,681 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,696 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,710 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 13:47:44,725 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,739 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,752 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,767 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,778 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,793 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,808 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,822 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,836 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,848 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,861 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,874 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,889 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,903 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,916 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,929 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 13:47:44,944 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,959 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,974 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:44,987 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,002 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,018 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,034 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,049 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,064 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,071 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,086 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,098 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,111 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,125 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,140 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,154 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,168 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,183 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,197 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,212 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,224 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,238 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,254 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,269 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,284 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,298 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,315 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,328 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,342 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,357 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,372 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,384 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,397 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,412 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,427 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,441 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,456 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,470 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,485 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,499 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,511 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,526 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:45,538 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:45,552 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,567 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:45,581 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:45,595 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:45,608 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:45,622 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,636 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,650 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:45,665 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:45,679 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,693 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,708 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,721 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,736 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,749 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,764 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,779 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,793 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 13:47:45,808 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,823 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,837 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,846 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,861 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,873 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,888 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,903 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,918 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,933 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,944 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,953 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,970 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:45,985 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,000 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,013 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,027 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,042 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,055 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 13:47:46,070 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 13:47:46,085 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,099 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,113 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,125 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 13:47:46,139 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,153 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,167 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,179 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,193 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,206 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 13:47:46,220 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,235 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,247 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,260 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,275 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:47:46,290 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 13:48:02,738 semantic_segmentation INFO: Iters: 109610/150000 || Lr: 0.006141 || Task Loss: 0.3653 || KD Loss: 0.0488|| 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, 3:01:47 || Estimated Time: 18:48:13
2023-07-26 13:48:19,231 semantic_segmentation INFO: Iters: 109620/150000 || Lr: 0.006139 || Task Loss: 0.3059 || KD Loss: 0.0319|| 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, 3:02:03 || Estimated Time: 18:47:56
2023-07-26 13:48:35,706 semantic_segmentation INFO: Iters: 109630/150000 || Lr: 0.006138 || Task Loss: 0.2881 || KD Loss: 0.0457|| 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, 3:02:20 || Estimated Time: 18:47:40
2023-07-26 13:48:52,310 semantic_segmentation INFO: Iters: 109640/150000 || Lr: 0.006136 || Task Loss: 0.3898 || KD Loss: 0.0503|| 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, 3:02:36 || Estimated Time: 18:47:23
2023-07-26 13:49:08,946 semantic_segmentation INFO: Iters: 109650/150000 || Lr: 0.006135 || Task Loss: 0.2788 || KD Loss: 0.0314|| 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, 3:02:53 || Estimated Time: 18:47:06
2023-07-26 13:49:25,496 semantic_segmentation INFO: Iters: 109660/150000 || Lr: 0.006134 || Task Loss: 0.2769 || KD Loss: 0.0450|| 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, 3:03:09 || Estimated Time: 18:46:49
2023-07-26 13:49:42,140 semantic_segmentation INFO: Iters: 109670/150000 || Lr: 0.006132 || Task Loss: 0.3246 || KD Loss: 0.0546|| 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, 3:03:26 || Estimated Time: 18:46:32
2023-07-26 13:49:58,716 semantic_segmentation INFO: Iters: 109680/150000 || Lr: 0.006131 || Task Loss: 0.2204 || KD Loss: 0.0299|| 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, 3:03:43 || Estimated Time: 18:46:15
2023-07-26 13:50:15,290 semantic_segmentation INFO: Iters: 109690/150000 || Lr: 0.006130 || Task Loss: 0.3374 || KD Loss: 0.0592|| 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, 3:03:59 || Estimated Time: 18:45:59
2023-07-26 13:50:31,913 semantic_segmentation INFO: Iters: 109700/150000 || Lr: 0.006128 || Task Loss: 0.2473 || KD Loss: 0.0441|| 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, 3:04:16 || Estimated Time: 18:45:42
2023-07-26 13:50:48,534 semantic_segmentation INFO: Iters: 109710/150000 || Lr: 0.006127 || Task Loss: 0.2563 || KD Loss: 0.0357|| 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, 3:04:33 || Estimated Time: 18:45:25
2023-07-26 13:51:05,120 semantic_segmentation INFO: Iters: 109720/150000 || Lr: 0.006125 || Task Loss: 0.2309 || KD Loss: 0.0435|| 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, 3:04:49 || Estimated Time: 18:45:08
2023-07-26 13:51:21,566 semantic_segmentation INFO: Iters: 109730/150000 || Lr: 0.006124 || Task Loss: 0.4057 || KD Loss: 0.0448|| 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, 3:05:06 || Estimated Time: 18:44:51
2023-07-26 13:51:38,287 semantic_segmentation INFO: Iters: 109740/150000 || Lr: 0.006123 || Task Loss: 0.3540 || KD Loss: 0.0445|| 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, 3:05:22 || Estimated Time: 18:44:35
2023-07-26 13:51:54,972 semantic_segmentation INFO: Iters: 109750/150000 || Lr: 0.006121 || Task Loss: 0.2521 || KD Loss: 0.0370|| 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, 3:05:39 || Estimated Time: 18:44:18
2023-07-26 13:52:11,672 semantic_segmentation INFO: Iters: 109760/150000 || Lr: 0.006120 || Task Loss: 0.3022 || KD Loss: 0.0392|| 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, 3:05:56 || Estimated Time: 18:44:01
2023-07-26 13:52:28,264 semantic_segmentation INFO: Iters: 109770/150000 || Lr: 0.006119 || Task Loss: 0.4061 || KD Loss: 0.0584|| 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, 3:06:12 || Estimated Time: 18:43:44
2023-07-26 13:52:44,969 semantic_segmentation INFO: Iters: 109780/150000 || Lr: 0.006117 || Task Loss: 0.2353 || KD Loss: 0.0374|| 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, 3:06:29 || Estimated Time: 18:43:27
2023-07-26 13:53:01,567 semantic_segmentation INFO: Iters: 109790/150000 || Lr: 0.006116 || Task Loss: 0.4291 || KD Loss: 0.0668|| 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, 3:06:46 || Estimated Time: 18:43:11
2023-07-26 13:53:18,124 semantic_segmentation INFO: Iters: 109800/150000 || Lr: 0.006115 || Task Loss: 0.2526 || KD Loss: 0.0567|| 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, 3:07:02 || Estimated Time: 18:42:54
2023-07-26 13:53:34,593 semantic_segmentation INFO: Iters: 109810/150000 || Lr: 0.006113 || Task Loss: 0.4064 || KD Loss: 0.0445|| 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, 3:07:19 || Estimated Time: 18:42:37
2023-07-26 13:53:51,205 semantic_segmentation INFO: Iters: 109820/150000 || Lr: 0.006112 || Task Loss: 0.3513 || KD Loss: 0.0591|| 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, 3:07:35 || Estimated Time: 18:42:20
2023-07-26 13:54:07,639 semantic_segmentation INFO: Iters: 109830/150000 || Lr: 0.006110 || Task Loss: 0.4894 || KD Loss: 0.0816|| 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, 3:07:52 || Estimated Time: 18:42:03
2023-07-26 13:54:24,189 semantic_segmentation INFO: Iters: 109840/150000 || Lr: 0.006109 || Task Loss: 0.2957 || KD Loss: 0.0385|| 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, 3:08:08 || Estimated Time: 18:41:46
2023-07-26 13:54:40,773 semantic_segmentation INFO: Iters: 109850/150000 || Lr: 0.006108 || Task Loss: 0.3048 || KD Loss: 0.0561|| 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, 3:08:25 || Estimated Time: 18:41:29
2023-07-26 13:54:57,362 semantic_segmentation INFO: Iters: 109860/150000 || Lr: 0.006106 || Task Loss: 0.2445 || KD Loss: 0.0407|| 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, 3:08:41 || Estimated Time: 18:41:13
2023-07-26 13:55:13,844 semantic_segmentation INFO: Iters: 109870/150000 || Lr: 0.006105 || Task Loss: 0.4300 || KD Loss: 0.0659|| 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, 3:08:58 || Estimated Time: 18:40:56
2023-07-26 13:55:30,412 semantic_segmentation INFO: Iters: 109880/150000 || Lr: 0.006104 || Task Loss: 0.3674 || KD Loss: 0.0463|| 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, 3:09:14 || Estimated Time: 18:40:39
2023-07-26 13:55:46,927 semantic_segmentation INFO: Iters: 109890/150000 || Lr: 0.006102 || Task Loss: 0.3765 || KD Loss: 0.0382|| 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, 3:09:31 || Estimated Time: 18:40:22
2023-07-26 13:56:03,511 semantic_segmentation INFO: Iters: 109900/150000 || Lr: 0.006101 || Task Loss: 0.3656 || KD Loss: 0.0467|| 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: 2 days, 3:09:47 || Estimated Time: 18:40:05
2023-07-26 13:56:19,904 semantic_segmentation INFO: Iters: 109910/150000 || Lr: 0.006099 || Task Loss: 0.3134 || KD Loss: 0.0454|| 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, 3:10:04 || Estimated Time: 18:39:48
2023-07-26 13:56:36,447 semantic_segmentation INFO: Iters: 109920/150000 || Lr: 0.006098 || Task Loss: 0.3182 || KD Loss: 0.0410|| 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, 3:10:20 || Estimated Time: 18:39:32
2023-07-26 13:56:52,949 semantic_segmentation INFO: Iters: 109930/150000 || Lr: 0.006097 || Task Loss: 0.3437 || KD Loss: 0.0582|| 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, 3:10:37 || Estimated Time: 18:39:15
2023-07-26 13:57:09,442 semantic_segmentation INFO: Iters: 109940/150000 || Lr: 0.006095 || Task Loss: 0.3598 || KD Loss: 0.0352|| 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, 3:10:53 || Estimated Time: 18:38:58
2023-07-26 13:57:26,715 semantic_segmentation INFO: Iters: 109950/150000 || Lr: 0.006094 || Task Loss: 0.3798 || KD Loss: 0.0585|| 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, 3:11:11 || Estimated Time: 18:38:41
2023-07-26 13:57:45,960 semantic_segmentation INFO: Iters: 109960/150000 || Lr: 0.006093 || Task Loss: 0.3429 || KD Loss: 0.0528|| 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, 3:11:30 || Estimated Time: 18:38:25
2023-07-26 13:58:02,391 semantic_segmentation INFO: Iters: 109970/150000 || Lr: 0.006091 || Task Loss: 0.3673 || KD Loss: 0.0670|| 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, 3:11:46 || Estimated Time: 18:38:09
2023-07-26 13:58:18,852 semantic_segmentation INFO: Iters: 109980/150000 || Lr: 0.006090 || Task Loss: 0.2365 || KD Loss: 0.0379|| 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, 3:12:03 || Estimated Time: 18:37:52
2023-07-26 13:58:35,227 semantic_segmentation INFO: Iters: 109990/150000 || Lr: 0.006088 || Task Loss: 0.4143 || KD Loss: 0.0621|| 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, 3:12:19 || Estimated Time: 18:37:35
2023-07-26 13:58:51,810 semantic_segmentation INFO: Iters: 110000/150000 || Lr: 0.006087 || Task Loss: 0.2390 || KD Loss: 0.0414|| 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, 3:12:36 || Estimated Time: 18:37:18
2023-07-26 13:59:08,440 semantic_segmentation INFO: Iters: 110010/150000 || Lr: 0.006086 || Task Loss: 0.2454 || KD Loss: 0.0564|| 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, 3:12:52 || Estimated Time: 18:37:01
2023-07-26 13:59:24,972 semantic_segmentation INFO: Iters: 110020/150000 || Lr: 0.006084 || Task Loss: 0.3436 || KD Loss: 0.0440|| 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, 3:13:09 || Estimated Time: 18:36:44
2023-07-26 13:59:41,517 semantic_segmentation INFO: Iters: 110030/150000 || Lr: 0.006083 || Task Loss: 0.4416 || KD Loss: 0.0729|| 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, 3:13:25 || Estimated Time: 18:36:27
2023-07-26 13:59:58,005 semantic_segmentation INFO: Iters: 110040/150000 || Lr: 0.006082 || Task Loss: 0.2074 || KD Loss: 0.0286|| 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, 3:13:42 || Estimated Time: 18:36:11
2023-07-26 14:00:14,770 semantic_segmentation INFO: Iters: 110050/150000 || Lr: 0.006080 || Task Loss: 0.2805 || KD Loss: 0.0621|| 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, 3:13:59 || Estimated Time: 18:35:54
2023-07-26 14:00:31,303 semantic_segmentation INFO: Iters: 110060/150000 || Lr: 0.006079 || Task Loss: 0.4088 || KD Loss: 0.0756|| 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, 3:14:15 || Estimated Time: 18:35:37
2023-07-26 14:00:47,769 semantic_segmentation INFO: Iters: 110070/150000 || Lr: 0.006078 || Task Loss: 0.3402 || KD Loss: 0.0379|| 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, 3:14:32 || Estimated Time: 18:35:20
2023-07-26 14:01:04,351 semantic_segmentation INFO: Iters: 110080/150000 || Lr: 0.006076 || Task Loss: 0.3545 || KD Loss: 0.0474|| 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, 3:14:48 || Estimated Time: 18:35:03
2023-07-26 14:01:20,905 semantic_segmentation INFO: Iters: 110090/150000 || Lr: 0.006075 || Task Loss: 0.2717 || KD Loss: 0.0345|| 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, 3:15:05 || Estimated Time: 18:34:46
2023-07-26 14:01:37,501 semantic_segmentation INFO: Iters: 110100/150000 || Lr: 0.006073 || Task Loss: 0.3502 || KD Loss: 0.0419|| 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, 3:15:21 || Estimated Time: 18:34:30
2023-07-26 14:01:54,037 semantic_segmentation INFO: Iters: 110110/150000 || Lr: 0.006072 || Task Loss: 0.2361 || KD Loss: 0.0323|| 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, 3:15:38 || Estimated Time: 18:34:13
2023-07-26 14:02:10,701 semantic_segmentation INFO: Iters: 110120/150000 || Lr: 0.006071 || Task Loss: 0.3412 || KD Loss: 0.0629|| 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, 3:15:55 || Estimated Time: 18:33:56
2023-07-26 14:02:27,184 semantic_segmentation INFO: Iters: 110130/150000 || Lr: 0.006069 || Task Loss: 0.2349 || KD Loss: 0.0258|| 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, 3:16:11 || Estimated Time: 18:33:39
2023-07-26 14:02:43,811 semantic_segmentation INFO: Iters: 110140/150000 || Lr: 0.006068 || Task Loss: 0.3515 || KD Loss: 0.0514|| 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, 3:16:28 || Estimated Time: 18:33:22
2023-07-26 14:03:00,475 semantic_segmentation INFO: Iters: 110150/150000 || Lr: 0.006067 || Task Loss: 0.2678 || KD Loss: 0.0402|| 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, 3:16:44 || Estimated Time: 18:33:06
2023-07-26 14:03:17,018 semantic_segmentation INFO: Iters: 110160/150000 || Lr: 0.006065 || Task Loss: 0.3046 || KD Loss: 0.0580|| 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, 3:17:01 || Estimated Time: 18:32:49
2023-07-26 14:03:33,640 semantic_segmentation INFO: Iters: 110170/150000 || Lr: 0.006064 || Task Loss: 0.3373 || KD Loss: 0.0706|| 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, 3:17:18 || Estimated Time: 18:32:32
2023-07-26 14:03:50,174 semantic_segmentation INFO: Iters: 110180/150000 || Lr: 0.006062 || Task Loss: 0.2875 || KD Loss: 0.0346|| 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, 3:17:34 || Estimated Time: 18:32:15
2023-07-26 14:04:06,741 semantic_segmentation INFO: Iters: 110190/150000 || Lr: 0.006061 || Task Loss: 0.3306 || KD Loss: 0.0550|| 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, 3:17:51 || Estimated Time: 18:31:58
2023-07-26 14:04:23,267 semantic_segmentation INFO: Iters: 110200/150000 || Lr: 0.006060 || Task Loss: 0.3567 || KD Loss: 0.0558|| 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, 3:18:07 || Estimated Time: 18:31:41
2023-07-26 14:04:39,812 semantic_segmentation INFO: Iters: 110210/150000 || Lr: 0.006058 || Task Loss: 0.3494 || KD Loss: 0.0343|| 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, 3:18:24 || Estimated Time: 18:31:25
2023-07-26 14:04:56,383 semantic_segmentation INFO: Iters: 110220/150000 || Lr: 0.006057 || Task Loss: 0.3928 || KD Loss: 0.0506|| 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, 3:18:40 || Estimated Time: 18:31:08
2023-07-26 14:05:12,797 semantic_segmentation INFO: Iters: 110230/150000 || Lr: 0.006056 || Task Loss: 0.2671 || KD Loss: 0.0439|| 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, 3:18:57 || Estimated Time: 18:30:51
2023-07-26 14:05:29,365 semantic_segmentation INFO: Iters: 110240/150000 || Lr: 0.006054 || Task Loss: 0.2560 || KD Loss: 0.0329|| 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, 3:19:13 || Estimated Time: 18:30:34
2023-07-26 14:05:45,938 semantic_segmentation INFO: Iters: 110250/150000 || Lr: 0.006053 || Task Loss: 0.3061 || KD Loss: 0.0407|| 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, 3:19:30 || Estimated Time: 18:30:17
2023-07-26 14:06:02,330 semantic_segmentation INFO: Iters: 110260/150000 || Lr: 0.006051 || Task Loss: 0.3979 || KD Loss: 0.0467|| 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, 3:19:46 || Estimated Time: 18:30:00
2023-07-26 14:06:18,912 semantic_segmentation INFO: Iters: 110270/150000 || Lr: 0.006050 || Task Loss: 0.3341 || KD Loss: 0.0452|| 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, 3:20:03 || Estimated Time: 18:29:44
2023-07-26 14:06:35,369 semantic_segmentation INFO: Iters: 110280/150000 || Lr: 0.006049 || Task Loss: 0.2842 || KD Loss: 0.0322|| 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, 3:20:19 || Estimated Time: 18:29:27
2023-07-26 14:06:51,897 semantic_segmentation INFO: Iters: 110290/150000 || Lr: 0.006047 || Task Loss: 0.3467 || KD Loss: 0.0526|| 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, 3:20:36 || Estimated Time: 18:29:10
2023-07-26 14:07:08,283 semantic_segmentation INFO: Iters: 110300/150000 || Lr: 0.006046 || Task Loss: 0.3365 || KD Loss: 0.0557|| 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, 3:20:52 || Estimated Time: 18:28:53
2023-07-26 14:07:24,679 semantic_segmentation INFO: Iters: 110310/150000 || Lr: 0.006045 || Task Loss: 0.3154 || KD Loss: 0.0333|| 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, 3:21:09 || Estimated Time: 18:28:36
2023-07-26 14:07:41,217 semantic_segmentation INFO: Iters: 110320/150000 || Lr: 0.006043 || Task Loss: 0.3196 || KD Loss: 0.0531|| 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, 3:21:25 || Estimated Time: 18:28:19
2023-07-26 14:07:57,631 semantic_segmentation INFO: Iters: 110330/150000 || Lr: 0.006042 || Task Loss: 0.3674 || KD Loss: 0.0862|| 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, 3:21:42 || Estimated Time: 18:28:02
2023-07-26 14:08:14,094 semantic_segmentation INFO: Iters: 110340/150000 || Lr: 0.006041 || Task Loss: 0.3375 || KD Loss: 0.0370|| 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, 3:21:58 || Estimated Time: 18:27:45
2023-07-26 14:08:30,552 semantic_segmentation INFO: Iters: 110350/150000 || Lr: 0.006039 || Task Loss: 0.2981 || KD Loss: 0.0456|| 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, 3:22:15 || Estimated Time: 18:27:29
2023-07-26 14:08:46,985 semantic_segmentation INFO: Iters: 110360/150000 || Lr: 0.006038 || Task Loss: 0.3093 || KD Loss: 0.0484|| 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, 3:22:31 || Estimated Time: 18:27:12
2023-07-26 14:09:03,374 semantic_segmentation INFO: Iters: 110370/150000 || Lr: 0.006036 || Task Loss: 0.3601 || KD Loss: 0.0424|| 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, 3:22:47 || Estimated Time: 18:26:55
2023-07-26 14:09:19,866 semantic_segmentation INFO: Iters: 110380/150000 || Lr: 0.006035 || Task Loss: 0.3778 || KD Loss: 0.0538|| 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, 3:23:04 || Estimated Time: 18:26:38
2023-07-26 14:09:36,352 semantic_segmentation INFO: Iters: 110390/150000 || Lr: 0.006034 || Task Loss: 0.2603 || KD Loss: 0.0409|| 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, 3:23:20 || Estimated Time: 18:26:21
2023-07-26 14:09:52,743 semantic_segmentation INFO: Iters: 110400/150000 || Lr: 0.006032 || Task Loss: 0.3978 || KD Loss: 0.0469|| 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, 3:23:37 || Estimated Time: 18:26:04
2023-07-26 14:09:52,856 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 14:09:53,317 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-26 14:09:53,335 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 14:09:53,347 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.172
2023-07-26 14:09:53,360 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-26 14:09:53,373 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.249
2023-07-26 14:09:53,386 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.270
2023-07-26 14:09:53,399 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.943, mIoU: 0.314
2023-07-26 14:09:53,413 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.949, mIoU: 0.318
2023-07-26 14:09:53,425 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.358
2023-07-26 14:09:53,439 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.403
2023-07-26 14:09:53,452 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.432
2023-07-26 14:09:53,467 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.478
2023-07-26 14:09:53,479 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.927, mIoU: 0.447
2023-07-26 14:09:53,492 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.926, mIoU: 0.429
2023-07-26 14:09:53,506 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.930, mIoU: 0.428
2023-07-26 14:09:53,518 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.424
2023-07-26 14:09:53,529 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.421
2023-07-26 14:09:53,541 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.421
2023-07-26 14:09:53,554 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.424
2023-07-26 14:09:53,569 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.474
2023-07-26 14:09:53,583 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.486
2023-07-26 14:09:53,598 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.496
2023-07-26 14:09:53,612 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.530
2023-07-26 14:09:53,627 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.530
2023-07-26 14:09:53,642 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.523
2023-07-26 14:09:53,655 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.527
2023-07-26 14:09:53,669 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.529
2023-07-26 14:09:53,680 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.530
2023-07-26 14:09:53,694 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.526
2023-07-26 14:09:53,708 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.526
2023-07-26 14:09:53,721 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-26 14:09:53,736 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.531
2023-07-26 14:09:53,750 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.541
2023-07-26 14:09:53,764 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.537
2023-07-26 14:09:53,778 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.558
2023-07-26 14:09:53,792 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.559
2023-07-26 14:09:53,805 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.559
2023-07-26 14:09:53,818 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.604
2023-07-26 14:09:53,834 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.589
2023-07-26 14:09:53,847 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.587
2023-07-26 14:09:53,860 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.609
2023-07-26 14:09:53,875 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.609
2023-07-26 14:09:53,889 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.604
2023-07-26 14:09:53,903 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.604
2023-07-26 14:09:53,918 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.612
2023-07-26 14:09:53,933 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-26 14:09:53,946 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.619
2023-07-26 14:09:53,959 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.619
2023-07-26 14:09:53,973 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.620
2023-07-26 14:09:53,989 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.616
2023-07-26 14:09:54,005 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.617
2023-07-26 14:09:54,020 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.617
2023-07-26 14:09:54,033 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.617
2023-07-26 14:09:54,048 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.614
2023-07-26 14:09:54,063 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.619
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2023-07-26 14:09:54,135 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-26 14:09:54,148 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.661
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2023-07-26 14:09:54,177 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-26 14:09:54,195 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.664
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2023-07-26 14:09:54,250 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.706
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2023-07-26 14:09:54,280 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.692
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2023-07-26 14:09:54,393 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.708
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2023-07-26 14:09:54,479 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.704
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2023-07-26 14:09:54,508 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 14:09:54,936 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.715
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2023-07-26 14:09:55,108 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.713
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2023-07-26 14:09:55,622 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 14:09:59,596 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 14:09:59,685 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.935, mIoU: 0.707
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2023-07-26 14:09:59,815 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.935, mIoU: 0.707
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2023-07-26 14:09:59,888 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 14:09:59,902 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 14:09:59,918 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 14:09:59,962 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.709
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2023-07-26 14:09:59,989 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 14:10:00,004 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 14:10:00,017 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 14:10:00,032 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.711
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2023-07-26 14:10:00,058 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 14:10:00,087 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 14:10:00,116 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 14:10:00,126 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 14:10:00,139 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 14:10:00,154 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 14:10:00,168 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,181 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,194 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,208 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,223 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,240 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 14:10:00,254 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 14:10:00,263 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 14:10:00,278 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 14:10:00,293 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 14:10:00,306 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 14:10:00,322 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 14:10:00,337 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.719
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2023-07-26 14:10:00,365 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 14:10:00,378 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 14:10:00,393 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 14:10:00,408 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 14:10:00,423 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 14:10:00,438 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 14:10:00,451 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 14:10:00,463 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 14:10:00,478 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 14:10:00,492 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 14:10:00,505 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,519 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 14:10:00,534 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 14:10:00,549 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 14:10:00,563 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 14:10:00,575 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 14:10:00,590 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 14:10:00,605 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 14:10:00,619 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 14:10:00,634 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:10:00,649 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:10:00,662 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 14:10:00,692 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 14:10:00,731 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.938, mIoU: 0.725
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2023-07-26 14:10:00,759 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:10:00,771 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:10:00,782 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 14:10:00,826 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:00,841 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:00,863 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 14:10:00,878 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:00,893 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:00,907 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 14:10:00,933 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:00,960 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:00,974 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:00,989 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,001 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,014 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,028 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,042 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,057 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,070 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,084 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:10:01,099 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:10:01,114 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:10:01,127 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:10:01,142 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,157 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,170 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:10:01,185 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:01,199 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 14:10:01,358 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:01,386 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:01,440 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 14:10:01,526 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:01,595 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 14:10:02,144 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:10:02,244 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.938, mIoU: 0.730
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2023-07-26 14:10:02,344 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,359 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,374 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,387 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,400 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,413 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,427 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,442 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,457 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,472 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,487 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,502 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,515 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,530 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,545 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,557 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,570 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,584 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,599 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,614 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,627 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,641 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,656 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,671 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,683 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,696 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,703 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,718 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,733 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,747 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,762 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,777 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,791 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,806 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:10:02,821 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,834 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:10:02,849 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,863 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,877 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:02,892 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,904 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,917 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,930 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:02,944 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,957 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:02,970 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:10:02,982 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:02,996 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,012 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,023 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,037 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,050 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,062 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,077 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,091 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,106 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,121 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,136 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,151 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,164 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,179 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,194 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,210 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:10:03,225 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:03,240 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:10:03,258 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:10:03,272 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:10:03,285 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:10:03,298 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,313 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,330 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,342 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,355 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:03,370 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,384 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,399 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,413 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,428 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,441 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:03,455 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,467 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,481 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,495 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,509 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,524 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,536 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,551 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,566 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,578 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,590 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,605 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,620 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,634 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,648 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,660 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,673 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:03,687 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,700 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:03,715 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,733 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,746 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,761 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,774 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,789 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,804 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,819 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,832 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,847 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,861 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,873 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:03,887 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,901 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,914 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,927 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,941 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,955 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:03,971 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,983 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:03,996 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,008 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,023 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,035 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,047 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,061 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,076 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,089 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,104 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,119 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,134 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,149 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,162 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,174 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,188 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,201 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,213 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,226 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,241 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,253 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,267 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,283 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,298 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,314 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,330 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,343 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,356 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,370 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,385 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,400 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:04,415 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:04,428 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,441 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,452 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,467 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,483 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,497 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,511 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:04,522 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,535 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,549 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:04,564 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:04,577 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,591 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,604 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:04,619 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,632 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,646 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,659 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,673 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,688 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,701 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:04,717 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,732 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,747 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,762 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,777 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,792 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,807 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,822 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,837 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,852 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:04,864 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,877 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,890 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,905 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:04,918 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,934 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,948 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,960 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,974 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:04,989 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,003 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,016 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,030 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,044 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,056 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,070 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,085 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,098 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,111 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,122 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,138 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,153 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,167 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,180 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,194 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:05,208 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,222 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,236 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,249 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,264 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,276 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,292 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,306 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,320 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,336 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,348 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,363 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,378 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,393 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,407 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,422 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,436 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,455 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,471 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,485 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,501 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,516 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,527 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,541 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,554 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,569 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,584 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,600 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,613 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,628 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,643 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,657 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,673 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,689 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,701 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,716 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,730 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,744 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:10:05,757 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:10:05,772 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,786 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,801 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,814 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,828 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,842 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,855 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,869 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,883 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,895 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,908 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:05,921 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:05,934 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:05,949 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:05,963 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:05,978 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:05,992 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,006 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,019 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,031 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,045 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,058 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,070 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,085 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,099 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,114 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,129 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,141 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,154 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,169 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,184 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,197 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,211 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,224 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,239 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,252 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,268 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,282 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,297 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,309 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,326 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,342 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,355 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,369 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,384 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,399 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,412 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,428 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,443 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:06,459 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:06,474 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:06,489 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:06,506 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:06,522 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:06,534 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:06,549 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:06,564 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:06,578 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:06,590 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,604 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,619 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,633 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,640 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,654 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,666 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:06,678 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,689 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,703 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,716 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:10:06,731 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,743 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,756 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,771 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,781 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,796 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:10:06,809 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,825 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,839 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,854 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,869 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,880 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,893 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,907 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,922 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,937 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,952 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,964 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,976 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:06,988 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,000 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,012 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,027 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,039 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 14:10:07,054 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 14:10:07,069 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,084 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,098 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,113 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,128 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,143 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,158 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,173 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,187 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,202 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,217 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,230 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,243 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,258 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,270 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,286 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,299 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,315 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,331 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,348 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,363 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,376 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,391 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,405 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,420 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,434 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,447 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,459 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,474 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,488 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,503 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:07,517 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:07,532 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:07,547 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:10:07,562 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,577 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,589 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,604 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,615 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,628 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:07,643 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,656 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,670 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,685 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:07,699 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,715 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,730 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,744 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:10:07,759 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,773 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,788 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,800 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,815 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,829 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,842 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,857 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,869 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,884 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,899 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,914 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,928 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,943 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,956 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:07,968 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,983 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:10:07,996 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,009 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,025 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,039 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,054 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,066 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,079 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,094 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,109 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,124 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,137 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,150 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,165 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,181 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,196 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,212 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,228 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,244 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,258 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,274 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:10:08,289 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,305 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,320 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,337 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,351 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,365 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,379 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:10:08,393 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:08,405 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:10:08,419 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,432 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,447 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,459 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,473 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,487 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,500 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,514 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.940, mIoU: 0.730
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2023-07-26 14:10:08,541 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.729
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2023-07-26 14:10:08,568 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,584 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,597 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:10:08,611 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:08,624 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:10:08,632 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,647 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,661 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,674 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 14:10:08,689 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 14:10:08,703 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 14:10:08,716 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 14:10:08,729 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:08,744 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 14:10:08,758 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 14:10:08,773 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:08,790 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.939, mIoU: 0.726
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2023-07-26 14:10:09,104 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 14:10:09,119 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,133 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,147 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,161 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,174 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,189 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,201 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 14:10:09,214 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.939, mIoU: 0.726
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2023-07-26 14:10:10,439 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 14:10:10,453 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 14:10:10,467 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 14:10:10,482 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 14:10:10,495 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,511 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,523 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,537 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,550 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,564 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,578 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,591 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,604 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,619 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,634 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,649 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,662 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,675 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,690 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:10,705 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,718 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,731 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,746 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,761 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,775 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,790 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,804 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,820 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,833 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,847 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,861 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,874 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,889 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 14:10:10,903 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,918 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,932 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,946 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 14:10:10,961 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,975 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:10,988 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,003 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,017 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,032 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,046 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,061 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,075 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,088 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,100 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,115 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,130 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,142 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,156 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,171 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,185 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,200 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,214 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,228 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,244 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,256 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,269 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,282 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,294 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,307 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,322 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,336 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,349 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,364 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,380 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,391 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,405 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,420 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,435 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,449 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,464 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,477 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,492 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 14:10:11,506 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,519 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,535 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,550 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,565 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,577 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,592 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,606 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,620 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,634 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,646 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,661 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,676 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,690 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,705 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,717 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,732 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,747 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,761 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,776 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,790 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,805 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,820 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,830 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,843 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,856 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,868 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 14:10:11,884 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,899 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,912 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,924 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,937 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,950 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,964 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,978 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:11,992 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,006 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,019 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,034 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,049 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,063 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,078 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,093 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,106 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,120 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,132 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,147 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,162 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,176 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,191 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,204 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,217 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,231 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 14:10:12,246 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,260 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,272 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,285 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,299 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,313 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,327 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,340 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,354 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,370 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,386 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:12,400 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,415 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,423 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,437 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,449 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,462 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,477 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,492 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,507 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,523 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,538 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,553 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,568 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,581 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,596 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:10:12,612 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:10:12,627 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:10:12,643 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 14:10:12,674 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:10:12,687 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,701 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,715 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,729 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:10:12,742 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 14:10:12,770 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 14:10:12,827 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,841 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 14:10:12,883 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,896 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,911 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,926 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,941 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,955 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,968 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:10:12,983 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:12,997 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,012 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 14:10:13,041 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 14:10:13,083 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,098 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,110 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,125 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,139 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,154 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,169 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,183 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,197 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,206 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,221 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,234 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,249 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,263 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,278 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,292 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,303 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,312 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,329 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,343 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,357 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,370 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,385 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,401 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,414 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,428 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,442 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:13,456 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:13,470 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,482 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,497 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,511 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,526 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,539 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,554 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,568 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,583 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,598 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,611 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,625 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,639 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:10:13,656 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:10:30,276 semantic_segmentation INFO: Iters: 110410/150000 || Lr: 0.006031 || Task Loss: 0.3535 || KD Loss: 0.0474|| 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, 3:24:14 || Estimated Time: 18:25:55
2023-07-26 14:10:46,692 semantic_segmentation INFO: Iters: 110420/150000 || Lr: 0.006030 || Task Loss: 0.2776 || KD Loss: 0.0431|| 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, 3:24:31 || Estimated Time: 18:25:38
2023-07-26 14:11:03,194 semantic_segmentation INFO: Iters: 110430/150000 || Lr: 0.006028 || Task Loss: 0.2489 || KD Loss: 0.0415|| 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, 3:24:47 || Estimated Time: 18:25:21
2023-07-26 14:11:19,654 semantic_segmentation INFO: Iters: 110440/150000 || Lr: 0.006027 || Task Loss: 0.3508 || KD Loss: 0.0657|| 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, 3:25:04 || Estimated Time: 18:25:04
2023-07-26 14:11:36,167 semantic_segmentation INFO: Iters: 110450/150000 || Lr: 0.006025 || Task Loss: 0.2673 || KD Loss: 0.0382|| 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, 3:25:20 || Estimated Time: 18:24:47
2023-07-26 14:11:52,719 semantic_segmentation INFO: Iters: 110460/150000 || Lr: 0.006024 || Task Loss: 0.2978 || KD Loss: 0.0539|| 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, 3:25:37 || Estimated Time: 18:24:31
2023-07-26 14:12:09,222 semantic_segmentation INFO: Iters: 110470/150000 || Lr: 0.006023 || Task Loss: 0.3712 || KD Loss: 0.0743|| 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, 3:25:53 || Estimated Time: 18:24:14
2023-07-26 14:12:25,738 semantic_segmentation INFO: Iters: 110480/150000 || Lr: 0.006021 || Task Loss: 0.4074 || KD Loss: 0.0543|| 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, 3:26:10 || Estimated Time: 18:23:57
2023-07-26 14:12:42,335 semantic_segmentation INFO: Iters: 110490/150000 || Lr: 0.006020 || Task Loss: 0.2815 || KD Loss: 0.0309|| 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, 3:26:26 || Estimated Time: 18:23:40
2023-07-26 14:12:58,887 semantic_segmentation INFO: Iters: 110500/150000 || Lr: 0.006019 || Task Loss: 0.2644 || KD Loss: 0.0515|| 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, 3:26:43 || Estimated Time: 18:23:23
2023-07-26 14:13:15,380 semantic_segmentation INFO: Iters: 110510/150000 || Lr: 0.006017 || Task Loss: 0.3052 || KD Loss: 0.0571|| 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, 3:26:59 || Estimated Time: 18:23:06
2023-07-26 14:13:31,886 semantic_segmentation INFO: Iters: 110520/150000 || Lr: 0.006016 || Task Loss: 0.3225 || KD Loss: 0.0552|| 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, 3:27:16 || Estimated Time: 18:22:50
2023-07-26 14:13:48,452 semantic_segmentation INFO: Iters: 110530/150000 || Lr: 0.006014 || Task Loss: 0.3139 || KD Loss: 0.0266|| 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, 3:27:32 || Estimated Time: 18:22:33
2023-07-26 14:14:04,982 semantic_segmentation INFO: Iters: 110540/150000 || Lr: 0.006013 || Task Loss: 0.2501 || KD Loss: 0.0489|| 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, 3:27:49 || Estimated Time: 18:22:16
2023-07-26 14:14:21,504 semantic_segmentation INFO: Iters: 110550/150000 || Lr: 0.006012 || Task Loss: 0.3073 || KD Loss: 0.0521|| 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, 3:28:05 || Estimated Time: 18:21:59
2023-07-26 14:14:38,000 semantic_segmentation INFO: Iters: 110560/150000 || Lr: 0.006010 || Task Loss: 0.4119 || KD Loss: 0.0629|| 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, 3:28:22 || Estimated Time: 18:21:42
2023-07-26 14:14:54,456 semantic_segmentation INFO: Iters: 110570/150000 || Lr: 0.006009 || Task Loss: 0.3047 || KD Loss: 0.0605|| 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, 3:28:38 || Estimated Time: 18:21:25
2023-07-26 14:15:10,977 semantic_segmentation INFO: Iters: 110580/150000 || Lr: 0.006008 || Task Loss: 0.4095 || KD Loss: 0.0792|| 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, 3:28:55 || Estimated Time: 18:21:08
2023-07-26 14:15:27,522 semantic_segmentation INFO: Iters: 110590/150000 || Lr: 0.006006 || Task Loss: 0.3537 || KD Loss: 0.0608|| 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, 3:29:12 || Estimated Time: 18:20:52
2023-07-26 14:15:44,098 semantic_segmentation INFO: Iters: 110600/150000 || Lr: 0.006005 || Task Loss: 0.3072 || KD Loss: 0.0579|| 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, 3:29:28 || Estimated Time: 18:20:35
2023-07-26 14:16:00,665 semantic_segmentation INFO: Iters: 110610/150000 || Lr: 0.006004 || Task Loss: 0.3299 || KD Loss: 0.0449|| 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, 3:29:45 || Estimated Time: 18:20:18
2023-07-26 14:16:17,147 semantic_segmentation INFO: Iters: 110620/150000 || Lr: 0.006002 || Task Loss: 0.3781 || KD Loss: 0.0539|| 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, 3:30:01 || Estimated Time: 18:20:01
2023-07-26 14:16:33,711 semantic_segmentation INFO: Iters: 110630/150000 || Lr: 0.006001 || Task Loss: 0.5066 || KD Loss: 0.0610|| 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, 3:30:18 || Estimated Time: 18:19:44
2023-07-26 14:16:50,277 semantic_segmentation INFO: Iters: 110640/150000 || Lr: 0.005999 || Task Loss: 0.2748 || KD Loss: 0.0420|| 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, 3:30:34 || Estimated Time: 18:19:27
2023-07-26 14:17:06,704 semantic_segmentation INFO: Iters: 110650/150000 || Lr: 0.005998 || Task Loss: 0.3328 || KD Loss: 0.0495|| 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, 3:30:51 || Estimated Time: 18:19:11
2023-07-26 14:17:23,267 semantic_segmentation INFO: Iters: 110660/150000 || Lr: 0.005997 || Task Loss: 0.2914 || KD Loss: 0.0446|| 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, 3:31:07 || Estimated Time: 18:18:54
2023-07-26 14:17:39,836 semantic_segmentation INFO: Iters: 110670/150000 || Lr: 0.005995 || Task Loss: 0.3896 || KD Loss: 0.0551|| 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, 3:31:24 || Estimated Time: 18:18:37
2023-07-26 14:17:56,277 semantic_segmentation INFO: Iters: 110680/150000 || Lr: 0.005994 || Task Loss: 0.4580 || KD Loss: 0.0807|| 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, 3:31:40 || Estimated Time: 18:18:20
2023-07-26 14:18:12,855 semantic_segmentation INFO: Iters: 110690/150000 || Lr: 0.005993 || Task Loss: 0.3035 || KD Loss: 0.0577|| 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, 3:31:57 || Estimated Time: 18:18:03
2023-07-26 14:18:29,345 semantic_segmentation INFO: Iters: 110700/150000 || Lr: 0.005991 || Task Loss: 0.2946 || KD Loss: 0.0303|| 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, 3:32:13 || Estimated Time: 18:17:46
2023-07-26 14:18:45,839 semantic_segmentation INFO: Iters: 110710/150000 || Lr: 0.005990 || Task Loss: 0.3719 || KD Loss: 0.0713|| 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, 3:32:30 || Estimated Time: 18:17:29
2023-07-26 14:19:02,400 semantic_segmentation INFO: Iters: 110720/150000 || Lr: 0.005988 || Task Loss: 0.3539 || KD Loss: 0.0560|| 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, 3:32:46 || Estimated Time: 18:17:13
2023-07-26 14:19:18,847 semantic_segmentation INFO: Iters: 110730/150000 || Lr: 0.005987 || Task Loss: 0.3593 || KD Loss: 0.0529|| 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, 3:33:03 || Estimated Time: 18:16:56
2023-07-26 14:19:35,398 semantic_segmentation INFO: Iters: 110740/150000 || Lr: 0.005986 || Task Loss: 0.3059 || KD Loss: 0.0460|| 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, 3:33:19 || Estimated Time: 18:16:39
2023-07-26 14:19:51,960 semantic_segmentation INFO: Iters: 110750/150000 || Lr: 0.005984 || Task Loss: 0.2316 || KD Loss: 0.0261|| 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, 3:33:36 || Estimated Time: 18:16:22
2023-07-26 14:20:08,483 semantic_segmentation INFO: Iters: 110760/150000 || Lr: 0.005983 || Task Loss: 0.5124 || KD Loss: 0.0702|| 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, 3:33:52 || Estimated Time: 18:16:05
2023-07-26 14:20:24,988 semantic_segmentation INFO: Iters: 110770/150000 || Lr: 0.005982 || Task Loss: 0.2772 || KD Loss: 0.0454|| 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, 3:34:09 || Estimated Time: 18:15:48
2023-07-26 14:20:41,524 semantic_segmentation INFO: Iters: 110780/150000 || Lr: 0.005980 || Task Loss: 0.4673 || KD Loss: 0.0611|| 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, 3:34:26 || Estimated Time: 18:15:32
2023-07-26 14:21:00,939 semantic_segmentation INFO: Iters: 110790/150000 || Lr: 0.005979 || Task Loss: 0.2784 || KD Loss: 0.0446|| 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, 3:34:45 || Estimated Time: 18:15:16
2023-07-26 14:21:18,194 semantic_segmentation INFO: Iters: 110800/150000 || Lr: 0.005977 || Task Loss: 0.3421 || KD Loss: 0.0642|| 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, 3:35:02 || Estimated Time: 18:14:59
2023-07-26 14:21:34,764 semantic_segmentation INFO: Iters: 110810/150000 || Lr: 0.005976 || Task Loss: 0.4291 || KD Loss: 0.0905|| 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, 3:35:19 || Estimated Time: 18:14:42
2023-07-26 14:21:51,280 semantic_segmentation INFO: Iters: 110820/150000 || Lr: 0.005975 || Task Loss: 0.2899 || KD Loss: 0.0408|| 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, 3:35:35 || Estimated Time: 18:14:26
2023-07-26 14:22:07,862 semantic_segmentation INFO: Iters: 110830/150000 || Lr: 0.005973 || Task Loss: 0.2560 || KD Loss: 0.0366|| 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, 3:35:52 || Estimated Time: 18:14:09
2023-07-26 14:22:24,345 semantic_segmentation INFO: Iters: 110840/150000 || Lr: 0.005972 || Task Loss: 0.3197 || KD Loss: 0.0760|| 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, 3:36:08 || Estimated Time: 18:13:52
2023-07-26 14:22:41,003 semantic_segmentation INFO: Iters: 110850/150000 || Lr: 0.005971 || Task Loss: 0.3600 || 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: 2 days, 3:36:25 || Estimated Time: 18:13:35
2023-07-26 14:22:57,594 semantic_segmentation INFO: Iters: 110860/150000 || Lr: 0.005969 || Task Loss: 0.2896 || KD Loss: 0.0267|| 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, 3:36:42 || Estimated Time: 18:13:18
2023-07-26 14:23:14,167 semantic_segmentation INFO: Iters: 110870/150000 || Lr: 0.005968 || Task Loss: 0.3061 || KD Loss: 0.0435|| 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, 3:36:58 || Estimated Time: 18:13:01
2023-07-26 14:23:30,714 semantic_segmentation INFO: Iters: 110880/150000 || Lr: 0.005966 || Task Loss: 0.2247 || KD Loss: 0.0291|| 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, 3:37:15 || Estimated Time: 18:12:45
2023-07-26 14:23:47,295 semantic_segmentation INFO: Iters: 110890/150000 || Lr: 0.005965 || Task Loss: 0.2256 || KD Loss: 0.0266|| 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, 3:37:31 || Estimated Time: 18:12:28
2023-07-26 14:24:03,755 semantic_segmentation INFO: Iters: 110900/150000 || Lr: 0.005964 || Task Loss: 0.2687 || KD Loss: 0.0526|| 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, 3:37:48 || Estimated Time: 18:12:11
2023-07-26 14:24:20,248 semantic_segmentation INFO: Iters: 110910/150000 || Lr: 0.005962 || Task Loss: 0.2095 || KD Loss: 0.0225|| 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, 3:38:04 || Estimated Time: 18:11:54
2023-07-26 14:24:36,804 semantic_segmentation INFO: Iters: 110920/150000 || Lr: 0.005961 || Task Loss: 0.2318 || KD Loss: 0.0243|| 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, 3:38:21 || Estimated Time: 18:11:37
2023-07-26 14:24:53,300 semantic_segmentation INFO: Iters: 110930/150000 || Lr: 0.005960 || Task Loss: 0.4173 || KD Loss: 0.0590|| 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, 3:38:37 || Estimated Time: 18:11:20
2023-07-26 14:25:09,829 semantic_segmentation INFO: Iters: 110940/150000 || Lr: 0.005958 || Task Loss: 0.2929 || KD Loss: 0.0727|| 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, 3:38:54 || Estimated Time: 18:11:03
2023-07-26 14:25:26,402 semantic_segmentation INFO: Iters: 110950/150000 || Lr: 0.005957 || Task Loss: 0.2986 || KD Loss: 0.0392|| 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, 3:39:10 || Estimated Time: 18:10:47
2023-07-26 14:25:42,855 semantic_segmentation INFO: Iters: 110960/150000 || Lr: 0.005955 || Task Loss: 0.2257 || KD Loss: 0.0371|| 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, 3:39:27 || Estimated Time: 18:10:30
2023-07-26 14:25:59,439 semantic_segmentation INFO: Iters: 110970/150000 || Lr: 0.005954 || Task Loss: 0.2734 || KD Loss: 0.0271|| 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, 3:39:43 || Estimated Time: 18:10:13
2023-07-26 14:26:15,968 semantic_segmentation INFO: Iters: 110980/150000 || Lr: 0.005953 || Task Loss: 0.2780 || KD Loss: 0.0341|| 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, 3:40:00 || Estimated Time: 18:09:56
2023-07-26 14:26:32,352 semantic_segmentation INFO: Iters: 110990/150000 || Lr: 0.005951 || Task Loss: 0.2074 || KD Loss: 0.0305|| 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, 3:40:16 || Estimated Time: 18:09:39
2023-07-26 14:26:48,951 semantic_segmentation INFO: Iters: 111000/150000 || Lr: 0.005950 || Task Loss: 0.3051 || KD Loss: 0.0388|| 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, 3:40:33 || Estimated Time: 18:09:22
2023-07-26 14:27:05,346 semantic_segmentation INFO: Iters: 111010/150000 || Lr: 0.005949 || Task Loss: 0.2832 || KD Loss: 0.0182|| 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, 3:40:49 || Estimated Time: 18:09:06
2023-07-26 14:27:21,853 semantic_segmentation INFO: Iters: 111020/150000 || Lr: 0.005947 || Task Loss: 0.2297 || KD Loss: 0.0328|| 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, 3:41:06 || Estimated Time: 18:08:49
2023-07-26 14:27:38,368 semantic_segmentation INFO: Iters: 111030/150000 || Lr: 0.005946 || Task Loss: 0.2099 || KD Loss: 0.0483|| 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, 3:41:22 || Estimated Time: 18:08:32
2023-07-26 14:27:54,864 semantic_segmentation INFO: Iters: 111040/150000 || Lr: 0.005944 || Task Loss: 0.3443 || KD Loss: 0.0818|| 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, 3:41:39 || Estimated Time: 18:08:15
2023-07-26 14:28:11,295 semantic_segmentation INFO: Iters: 111050/150000 || Lr: 0.005943 || Task Loss: 0.3937 || KD Loss: 0.0646|| 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, 3:41:55 || Estimated Time: 18:07:58
2023-07-26 14:28:27,790 semantic_segmentation INFO: Iters: 111060/150000 || Lr: 0.005942 || Task Loss: 0.3093 || KD Loss: 0.0405|| 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, 3:42:12 || Estimated Time: 18:07:41
2023-07-26 14:28:44,257 semantic_segmentation INFO: Iters: 111070/150000 || Lr: 0.005940 || Task Loss: 0.3429 || KD Loss: 0.0312|| 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, 3:42:28 || Estimated Time: 18:07:24
2023-07-26 14:29:00,643 semantic_segmentation INFO: Iters: 111080/150000 || Lr: 0.005939 || Task Loss: 0.3860 || KD Loss: 0.0585|| 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, 3:42:45 || Estimated Time: 18:07:08
2023-07-26 14:29:17,181 semantic_segmentation INFO: Iters: 111090/150000 || Lr: 0.005938 || Task Loss: 0.3168 || KD Loss: 0.0355|| 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, 3:43:01 || Estimated Time: 18:06:51
2023-07-26 14:29:33,662 semantic_segmentation INFO: Iters: 111100/150000 || Lr: 0.005936 || Task Loss: 0.3443 || KD Loss: 0.0487|| 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, 3:43:18 || Estimated Time: 18:06:34
2023-07-26 14:29:50,209 semantic_segmentation INFO: Iters: 111110/150000 || Lr: 0.005935 || Task Loss: 0.3903 || KD Loss: 0.0468|| 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, 3:43:34 || Estimated Time: 18:06:17
2023-07-26 14:30:06,576 semantic_segmentation INFO: Iters: 111120/150000 || Lr: 0.005934 || Task Loss: 0.3335 || KD Loss: 0.0391|| 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, 3:43:51 || Estimated Time: 18:06:00
2023-07-26 14:30:22,976 semantic_segmentation INFO: Iters: 111130/150000 || Lr: 0.005932 || Task Loss: 0.2543 || KD Loss: 0.0410|| 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, 3:44:07 || Estimated Time: 18:05:43
2023-07-26 14:30:39,495 semantic_segmentation INFO: Iters: 111140/150000 || Lr: 0.005931 || Task Loss: 0.3320 || KD Loss: 0.0525|| 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, 3:44:23 || Estimated Time: 18:05:26
2023-07-26 14:30:56,334 semantic_segmentation INFO: Iters: 111150/150000 || Lr: 0.005929 || Task Loss: 0.6137 || KD Loss: 0.1262|| 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: 2 days, 3:44:40 || Estimated Time: 18:05:10
2023-07-26 14:31:12,732 semantic_segmentation INFO: Iters: 111160/150000 || Lr: 0.005928 || Task Loss: 0.2921 || KD Loss: 0.0336|| 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, 3:44:57 || Estimated Time: 18:04:53
2023-07-26 14:31:29,171 semantic_segmentation INFO: Iters: 111170/150000 || Lr: 0.005927 || Task Loss: 0.3691 || KD Loss: 0.0842|| 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, 3:45:13 || Estimated Time: 18:04:36
2023-07-26 14:31:45,706 semantic_segmentation INFO: Iters: 111180/150000 || Lr: 0.005925 || Task Loss: 0.3194 || KD Loss: 0.0415|| 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, 3:45:30 || Estimated Time: 18:04:19
2023-07-26 14:32:02,131 semantic_segmentation INFO: Iters: 111190/150000 || Lr: 0.005924 || Task Loss: 0.2420 || KD Loss: 0.0223|| 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, 3:45:46 || Estimated Time: 18:04:02
2023-07-26 14:32:18,650 semantic_segmentation INFO: Iters: 111200/150000 || Lr: 0.005923 || Task Loss: 0.2972 || KD Loss: 0.0379|| 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, 3:46:03 || Estimated Time: 18:03:45
2023-07-26 14:32:18,761 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 14:32:19,208 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 14:32:19,247 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 14:32:19,259 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-26 14:32:19,272 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-26 14:32:19,285 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.247
2023-07-26 14:32:19,297 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.292
2023-07-26 14:32:19,311 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.336
2023-07-26 14:32:19,324 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.340
2023-07-26 14:32:19,336 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.360
2023-07-26 14:32:19,350 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.406
2023-07-26 14:32:19,364 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.407
2023-07-26 14:32:19,379 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.438
2023-07-26 14:32:19,391 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.929, mIoU: 0.433
2023-07-26 14:32:19,404 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.928, mIoU: 0.415
2023-07-26 14:32:19,418 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.414
2023-07-26 14:32:19,431 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.409
2023-07-26 14:32:19,442 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.393
2023-07-26 14:32:19,454 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.394
2023-07-26 14:32:19,468 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.927, mIoU: 0.406
2023-07-26 14:32:19,483 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.927, mIoU: 0.460
2023-07-26 14:32:19,497 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.461
2023-07-26 14:32:19,511 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.469
2023-07-26 14:32:19,526 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.930, mIoU: 0.502
2023-07-26 14:32:19,541 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.515
2023-07-26 14:32:19,556 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.518
2023-07-26 14:32:19,570 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.523
2023-07-26 14:32:19,585 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.526
2023-07-26 14:32:19,596 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.527
2023-07-26 14:32:19,611 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.515
2023-07-26 14:32:19,626 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.516
2023-07-26 14:32:19,640 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.516
2023-07-26 14:32:19,655 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.514
2023-07-26 14:32:19,670 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.527
2023-07-26 14:32:19,685 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.525
2023-07-26 14:32:19,701 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.570
2023-07-26 14:32:19,717 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.570
2023-07-26 14:32:19,730 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.570
2023-07-26 14:32:19,742 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.615
2023-07-26 14:32:19,758 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.620
2023-07-26 14:32:19,771 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.619
2023-07-26 14:32:19,784 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.640
2023-07-26 14:32:19,799 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.640
2023-07-26 14:32:19,813 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.637
2023-07-26 14:32:19,826 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.637
2023-07-26 14:32:19,841 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-26 14:32:19,856 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.653
2023-07-26 14:32:19,869 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-26 14:32:19,882 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-26 14:32:19,896 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-26 14:32:19,912 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-26 14:32:19,928 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-26 14:32:19,943 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-26 14:32:19,956 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.647
2023-07-26 14:32:19,971 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.648
2023-07-26 14:32:19,985 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.653
2023-07-26 14:32:19,998 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-26 14:32:20,012 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-26 14:32:20,029 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-26 14:32:20,041 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.653
2023-07-26 14:32:20,055 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-26 14:32:20,068 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-26 14:32:20,082 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-26 14:32:20,094 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-26 14:32:20,111 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-26 14:32:20,123 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-26 14:32:20,138 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-26 14:32:20,152 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-26 14:32:20,166 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-26 14:32:20,180 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-26 14:32:20,195 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 14:32:20,210 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 14:32:20,223 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 14:32:20,237 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 14:32:20,252 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 14:32:20,266 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 14:32:20,281 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 14:32:20,295 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 14:32:20,304 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 14:32:20,319 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.751
2023-07-26 14:32:20,334 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.750
2023-07-26 14:32:20,347 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.752
2023-07-26 14:32:20,361 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.752
2023-07-26 14:32:20,376 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.746
2023-07-26 14:32:20,391 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-26 14:32:20,406 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:20,421 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 14:32:20,436 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:20,451 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:20,466 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.736
2023-07-26 14:32:20,479 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 14:32:20,494 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 14:32:20,509 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 14:32:20,524 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 14:32:20,539 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.743
2023-07-26 14:32:20,554 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.742
2023-07-26 14:32:20,568 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.741
2023-07-26 14:32:20,581 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.741
2023-07-26 14:32:20,593 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.742
2023-07-26 14:32:20,608 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 14:32:20,620 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 14:32:20,634 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 14:32:20,648 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 14:32:20,661 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 14:32:20,675 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 14:32:20,689 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:32:20,701 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 14:32:20,718 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 14:32:20,733 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:32:20,745 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 14:32:20,758 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:32:20,770 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 14:32:20,782 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 14:32:20,797 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:20,811 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:32:20,826 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:32:20,839 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:32:20,852 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:32:20,866 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:20,879 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 14:32:20,893 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:32:20,908 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 14:32:20,921 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 14:32:20,934 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 14:32:20,949 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 14:32:20,963 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 14:32:20,972 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 14:32:20,983 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 14:32:20,999 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 14:32:21,007 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 14:32:21,020 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:32:21,035 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:32:21,050 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:32:21,063 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 14:32:21,078 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-26 14:32:21,090 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 14:32:21,103 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 14:32:21,117 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 14:32:21,130 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 14:32:21,145 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 14:32:21,157 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 14:32:21,173 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 14:32:21,188 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 14:32:21,202 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 14:32:21,218 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:32:21,232 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:32:21,246 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 14:32:21,261 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:32:21,275 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:32:21,285 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 14:32:21,299 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 14:32:21,314 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 14:32:21,327 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 14:32:21,341 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 14:32:21,354 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 14:32:21,366 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 14:32:21,381 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 14:32:21,396 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 14:32:21,411 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 14:32:21,426 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 14:32:21,440 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 14:32:21,455 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 14:32:21,470 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 14:32:21,483 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 14:32:21,498 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 14:32:21,510 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 14:32:21,523 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:21,536 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:21,550 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:21,565 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-26 14:32:21,580 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-26 14:32:21,595 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 14:32:21,608 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 14:32:21,622 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-26 14:32:21,636 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.708
2023-07-26 14:32:21,651 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-26 14:32:21,667 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 14:32:21,679 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 14:32:21,692 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 14:32:21,706 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 14:32:21,718 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.936, mIoU: 0.708
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2023-07-26 14:32:24,480 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-26 14:32:24,495 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 14:32:24,509 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:24,524 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:24,538 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 14:32:24,567 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 14:32:24,581 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 14:32:24,595 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 14:32:24,608 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:24,621 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:24,636 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,650 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,665 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,680 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,695 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,711 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,722 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:24,738 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:24,751 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:24,767 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:24,784 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,800 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,813 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,826 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,843 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,857 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,872 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,886 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:24,900 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 14:32:24,915 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 14:32:24,927 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 14:32:24,942 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 14:32:24,956 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 14:32:24,970 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 14:32:24,983 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:24,996 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 14:32:25,009 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 14:32:25,021 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 14:32:25,032 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:25,046 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:25,061 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:25,075 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:25,089 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:25,102 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:25,118 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:25,133 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 14:32:25,148 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 14:32:25,162 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 14:32:25,178 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 14:32:25,190 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 14:32:25,207 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 14:32:25,221 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,236 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 14:32:25,251 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 14:32:25,265 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 14:32:25,280 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 14:32:25,295 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 14:32:25,308 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,322 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,337 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,351 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,366 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,381 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 14:32:25,395 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,411 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,425 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,439 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,453 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,467 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,480 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,492 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,508 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,524 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,539 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 14:32:25,554 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,566 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,581 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,594 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,604 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,618 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,632 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,647 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,662 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.933, mIoU: 0.708
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2023-07-26 14:32:25,708 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,716 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,726 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,739 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,752 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 14:32:25,767 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 14:32:25,781 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 14:32:25,796 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,812 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,827 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,842 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,856 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,869 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 14:32:25,883 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,898 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,911 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,926 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,938 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 14:32:25,953 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 14:32:25,967 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 14:32:25,982 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 14:32:25,996 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 14:32:26,011 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 14:32:26,021 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 14:32:26,034 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 14:32:26,048 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 14:32:26,063 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,076 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,089 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,102 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,117 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,132 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 14:32:26,147 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 14:32:26,156 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 14:32:26,171 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 14:32:26,187 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 14:32:26,200 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 14:32:26,215 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 14:32:26,230 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 14:32:26,243 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 14:32:26,258 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 14:32:26,271 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 14:32:26,287 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:32:26,302 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:32:26,317 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:32:26,332 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 14:32:26,346 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,358 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,372 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 14:32:26,387 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 14:32:26,400 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 14:32:26,414 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 14:32:26,429 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 14:32:26,444 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 14:32:26,458 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,471 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,484 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,499 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 14:32:26,513 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 14:32:26,527 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 14:32:26,541 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 14:32:26,554 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:32:26,569 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:32:26,584 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:32:26,596 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:32:26,611 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:32:26,622 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:26,637 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:26,650 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:26,661 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,674 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,689 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,704 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,718 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,733 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,742 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,756 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,771 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:26,787 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,803 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:26,818 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,830 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,843 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:26,858 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:26,872 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:26,887 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:26,899 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,912 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,927 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,940 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,955 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:26,968 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:26,982 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:26,997 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,012 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,025 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,041 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,055 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,068 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,083 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,098 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,112 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,127 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,140 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,155 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,170 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,186 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,196 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,211 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,226 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,238 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,252 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,265 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,279 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,294 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,308 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,321 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,333 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:27,346 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:27,361 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,375 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,391 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,405 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,420 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,432 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,447 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,462 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,475 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,489 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,504 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:32:27,519 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,533 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,548 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,559 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,573 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,587 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,601 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,615 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:27,630 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,641 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,655 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,670 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,685 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,697 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:32:27,712 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:27,725 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:27,740 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:27,754 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:27,769 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:27,784 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:27,800 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:27,816 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:27,830 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:27,842 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:27,857 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,871 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,886 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,898 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,913 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,926 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,941 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:27,955 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:27,971 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:27,985 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,000 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,014 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,028 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,042 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.936, mIoU: 0.729
2023-07-26 14:32:28,056 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,070 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,088 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,102 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,117 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 14:32:28,126 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,139 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,153 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,167 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,182 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,195 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,208 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,223 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,239 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,254 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:28,270 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,283 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:28,297 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,310 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:28,324 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:28,339 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:32:28,354 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,369 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:28,382 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:28,396 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,409 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,423 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,437 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,449 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,461 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,475 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,489 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,503 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,515 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,529 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,544 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,558 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,570 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,583 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:28,591 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,605 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 14:32:28,620 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:28,634 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,649 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,664 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,679 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,695 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,709 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,722 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,736 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,750 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,765 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,780 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,793 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,806 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,821 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,836 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:28,850 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,863 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,876 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:28,890 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,906 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,918 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,932 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,945 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,956 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:28,971 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:28,985 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:28,999 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,014 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,028 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,042 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,055 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,069 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,083 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,099 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,114 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,128 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:29,143 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:29,155 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:29,167 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:29,180 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,194 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,210 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,223 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,236 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:29,251 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,264 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,279 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,293 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,308 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:29,320 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:29,335 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,347 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,361 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,375 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,389 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,405 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,417 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,433 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,448 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,461 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,474 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,489 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,504 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,519 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,534 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,545 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,558 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:29,572 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,585 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:29,599 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,616 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,629 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,643 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,656 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,671 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,686 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,699 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,712 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,726 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,741 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,753 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:29,768 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,782 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,796 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,808 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,823 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,839 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,857 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,869 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,883 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,896 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:29,911 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,923 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,935 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,950 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,964 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,976 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:29,991 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,007 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,022 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,037 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,050 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,063 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,077 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,090 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,102 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,115 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,131 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,143 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,156 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,171 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,186 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,201 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,216 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,229 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,242 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,256 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,271 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,286 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,300 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,312 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,325 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,336 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,351 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,366 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,379 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,394 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,406 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,420 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,436 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:32:30,451 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:32:30,464 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:32:30,479 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:32:30,492 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,507 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:30,520 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:30,535 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,548 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,563 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,578 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:30,591 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,606 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,620 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,635 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,649 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,663 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,678 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:30,693 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:30,706 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,720 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,735 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,747 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,760 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,772 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,787 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,801 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,816 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,831 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,843 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,858 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,874 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,888 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,901 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,916 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,930 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,942 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,956 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:30,971 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,985 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:30,998 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:31,009 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:31,026 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,041 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:31,056 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:31,069 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:31,084 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:31,099 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,114 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,129 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,142 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,158 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,171 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,186 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,201 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,214 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,229 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,242 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,256 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,270 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:31,285 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:32:31,298 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,313 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,326 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,340 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,355 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,369 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,383 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,398 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,407 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,420 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,433 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,447 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,462 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,478 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,491 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,506 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,521 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,535 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,550 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,566 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,579 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,594 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,609 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,624 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:31,637 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,652 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,666 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:31,683 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,695 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,710 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,724 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,737 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,751 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,765 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,778 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,791 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,804 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,818 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,832 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,847 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,863 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,879 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,894 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,907 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,920 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:31,935 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,948 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,962 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,977 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:31,992 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,007 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,023 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,036 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,048 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,063 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,077 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,090 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,106 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,120 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,135 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,148 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,164 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,179 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,193 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,202 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,217 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,232 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,244 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,258 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,273 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,288 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,300 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:32,315 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:32,329 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:32,344 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 14:32:32,359 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,373 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,389 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,404 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,417 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,432 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:32:32,446 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 14:32:32,460 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,473 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,488 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,503 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,518 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,525 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,538 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:32:32,551 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,563 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,575 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,589 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,604 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,618 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,630 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,643 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,658 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:32,668 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,685 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,697 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,712 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,727 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,741 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,756 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,767 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,780 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,795 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,809 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,824 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,838 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,851 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,861 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,872 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,886 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,898 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,913 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,925 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,940 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,955 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,970 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:32,983 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:32,998 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:33,013 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:33,027 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:33,042 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:33,056 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,070 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,085 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,100 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,113 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,126 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,141 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,153 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,169 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,183 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,198 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,213 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,230 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,246 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,259 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,274 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,288 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,303 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,317 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,330 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,342 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,357 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:33,371 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:32:33,385 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:32:33,400 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,415 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:33,429 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:32:33,443 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,458 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,470 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,485 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,495 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,508 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,523 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,535 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,550 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,564 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,579 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:33,594 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:33,610 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:33,624 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:33,639 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:32:33,651 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:33,666 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,679 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,694 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,708 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,721 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,735 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,748 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,763 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,777 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,792 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,807 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,821 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,834 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,846 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,861 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:33,873 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,888 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,905 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,920 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,934 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,947 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,960 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,975 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:33,991 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:34,006 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:32:34,019 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,032 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,047 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,062 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,077 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,092 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,106 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,121 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,134 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,149 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:32:34,164 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,179 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,193 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,207 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,219 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,234 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,248 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:32:34,263 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:34,275 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:32:34,289 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,303 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,319 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,331 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,346 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,361 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,375 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,390 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,405 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,419 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,432 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,446 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,462 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,475 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,490 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,502 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:32:34,511 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,526 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,541 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,559 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:32:34,574 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,589 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,602 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,615 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,629 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,644 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,659 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,677 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,691 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,708 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,722 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,735 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,749 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,764 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,779 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,790 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,803 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,817 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,832 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,846 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,861 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,873 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,888 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,902 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,917 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,931 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,946 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:34,960 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,975 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:34,987 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,002 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,016 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,030 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,045 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,057 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,072 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,085 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,097 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,109 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,124 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,139 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,153 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,168 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,178 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,191 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,207 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,222 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,235 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,249 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 14:32:35,265 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,280 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,293 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,307 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,321 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,334 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,348 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,361 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:35,374 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:35,388 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:35,403 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:35,417 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,432 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,444 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,459 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,473 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,485 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,499 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,514 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,529 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,544 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,556 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,569 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,584 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,598 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:35,612 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,625 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,640 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,657 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,670 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,681 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,696 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,711 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,725 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,740 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,752 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,766 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,780 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,792 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,807 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,821 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,835 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,850 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:35,865 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,879 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,893 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,907 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,920 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,935 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,950 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,966 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,978 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:35,993 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,005 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,019 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,035 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,049 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,062 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,077 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,093 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,108 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,119 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,134 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,148 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,158 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,173 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:36,188 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:36,202 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,214 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,226 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,240 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,253 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,267 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,279 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,294 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,306 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:36,318 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:36,332 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:32:36,347 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,361 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:32:36,376 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,392 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,404 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,419 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,433 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,448 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,463 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,476 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,489 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,505 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,519 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,534 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,547 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,560 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,574 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:32:36,589 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:36,602 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:36,614 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,629 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:36,643 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,658 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,672 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,687 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,702 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:36,715 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,728 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,743 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,756 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:32:36,770 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,785 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,799 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,813 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 14:32:36,828 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:36,843 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,858 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,871 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,886 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,900 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,915 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,931 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:36,947 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,962 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,974 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:36,987 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,002 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,017 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,029 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,044 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,059 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,073 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,088 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:37,102 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,117 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,131 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,144 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,156 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,169 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,181 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,194 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,208 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,222 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,235 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,248 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,262 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,273 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,287 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,301 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,316 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,331 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,345 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,358 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,372 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:37,387 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,400 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,416 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,431 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,446 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,459 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,474 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,490 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,504 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,518 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,531 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,546 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,560 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,575 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,589 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,601 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,616 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,630 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,644 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,659 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,673 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,687 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,702 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,711 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,725 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,737 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,750 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:32:37,766 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,780 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,794 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,806 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,820 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,833 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,847 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,861 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,875 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,889 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,902 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,916 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,931 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,944 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:32:37,960 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,974 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:37,987 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,002 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,013 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,028 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,043 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,057 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,072 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,084 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,097 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,111 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,125 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,138 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,151 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,164 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,178 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,193 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,207 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:32:38,220 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,234 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,250 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,265 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,280 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,295 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 14:32:38,302 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 14:32:38,318 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,330 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 14:32:38,343 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,357 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,372 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,386 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,401 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,416 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:32:38,431 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:32:38,446 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,458 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,473 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,488 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,503 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,518 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,532 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 14:32:38,548 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,561 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,575 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,589 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,603 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,616 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,629 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,643 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,658 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,672 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 14:32:38,687 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,701 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,715 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,730 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,742 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,756 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,769 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,784 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,799 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,815 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,829 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,842 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:38,857 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,871 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,886 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,901 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,915 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,930 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,945 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,958 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,974 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:38,987 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,002 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,017 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,032 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,047 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,062 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,076 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,086 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,101 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,114 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,129 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,144 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,159 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,173 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,185 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,194 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,210 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,225 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,239 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,252 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,266 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,280 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,293 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,307 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,323 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,336 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,350 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:39,362 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,376 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,390 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,404 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,417 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,432 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,447 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,461 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,477 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,489 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,503 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,518 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 14:32:39,535 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 14:32:55,955 semantic_segmentation INFO: Iters: 111210/150000 || Lr: 0.005921 || Task Loss: 0.3453 || KD Loss: 0.0587|| 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, 3:46:40 || Estimated Time: 18:03:36
2023-07-26 14:33:12,321 semantic_segmentation INFO: Iters: 111220/150000 || Lr: 0.005920 || Task Loss: 0.3125 || KD Loss: 0.0497|| 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, 3:46:56 || Estimated Time: 18:03:19
2023-07-26 14:33:28,734 semantic_segmentation INFO: Iters: 111230/150000 || Lr: 0.005918 || Task Loss: 0.3286 || KD Loss: 0.0381|| 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, 3:47:13 || Estimated Time: 18:03:02
2023-07-26 14:33:45,297 semantic_segmentation INFO: Iters: 111240/150000 || Lr: 0.005917 || Task Loss: 0.2832 || KD Loss: 0.0481|| 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, 3:47:29 || Estimated Time: 18:02:45
2023-07-26 14:34:01,902 semantic_segmentation INFO: Iters: 111250/150000 || Lr: 0.005916 || Task Loss: 0.2593 || KD Loss: 0.0440|| 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, 3:47:46 || Estimated Time: 18:02:28
2023-07-26 14:34:18,468 semantic_segmentation INFO: Iters: 111260/150000 || Lr: 0.005914 || Task Loss: 0.4062 || KD Loss: 0.0521|| 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, 3:48:02 || Estimated Time: 18:02:11
2023-07-26 14:34:34,917 semantic_segmentation INFO: Iters: 111270/150000 || Lr: 0.005913 || Task Loss: 0.3566 || KD Loss: 0.0408|| 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, 3:48:19 || Estimated Time: 18:01:55
2023-07-26 14:34:51,473 semantic_segmentation INFO: Iters: 111280/150000 || Lr: 0.005912 || Task Loss: 0.4309 || KD Loss: 0.0458|| 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, 3:48:35 || Estimated Time: 18:01:38
2023-07-26 14:35:08,058 semantic_segmentation INFO: Iters: 111290/150000 || Lr: 0.005910 || Task Loss: 0.4030 || KD Loss: 0.1019|| 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, 3:48:52 || Estimated Time: 18:01:21
2023-07-26 14:35:24,633 semantic_segmentation INFO: Iters: 111300/150000 || Lr: 0.005909 || Task Loss: 0.2716 || KD Loss: 0.0371|| 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, 3:49:09 || Estimated Time: 18:01:04
2023-07-26 14:35:41,227 semantic_segmentation INFO: Iters: 111310/150000 || Lr: 0.005907 || Task Loss: 0.2809 || KD Loss: 0.0391|| 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, 3:49:25 || Estimated Time: 18:00:47
2023-07-26 14:35:57,755 semantic_segmentation INFO: Iters: 111320/150000 || Lr: 0.005906 || Task Loss: 0.2877 || KD Loss: 0.0487|| 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, 3:49:42 || Estimated Time: 18:00:30
2023-07-26 14:36:14,290 semantic_segmentation INFO: Iters: 111330/150000 || Lr: 0.005905 || Task Loss: 0.2788 || KD Loss: 0.0443|| 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, 3:49:58 || Estimated Time: 18:00:14
2023-07-26 14:36:30,842 semantic_segmentation INFO: Iters: 111340/150000 || Lr: 0.005903 || Task Loss: 0.2312 || KD Loss: 0.0349|| 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, 3:50:15 || Estimated Time: 17:59:57
2023-07-26 14:36:47,374 semantic_segmentation INFO: Iters: 111350/150000 || Lr: 0.005902 || Task Loss: 0.2107 || KD Loss: 0.0258|| 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, 3:50:31 || Estimated Time: 17:59:40
2023-07-26 14:37:03,953 semantic_segmentation INFO: Iters: 111360/150000 || Lr: 0.005901 || Task Loss: 0.2447 || KD Loss: 0.0260|| 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, 3:50:48 || Estimated Time: 17:59:23
2023-07-26 14:37:20,562 semantic_segmentation INFO: Iters: 111370/150000 || Lr: 0.005899 || Task Loss: 0.2551 || KD Loss: 0.0441|| 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, 3:51:05 || Estimated Time: 17:59:06
2023-07-26 14:37:37,152 semantic_segmentation INFO: Iters: 111380/150000 || Lr: 0.005898 || Task Loss: 0.4146 || KD Loss: 0.0446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 3:51:21 || Estimated Time: 17:58:49
2023-07-26 14:37:53,739 semantic_segmentation INFO: Iters: 111390/150000 || Lr: 0.005896 || Task Loss: 0.2690 || KD Loss: 0.0315|| 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, 3:51:38 || Estimated Time: 17:58:33
2023-07-26 14:38:10,334 semantic_segmentation INFO: Iters: 111400/150000 || Lr: 0.005895 || Task Loss: 0.2274 || KD Loss: 0.0339|| 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, 3:51:54 || Estimated Time: 17:58:16
2023-07-26 14:38:26,930 semantic_segmentation INFO: Iters: 111410/150000 || Lr: 0.005894 || Task Loss: 0.3962 || KD Loss: 0.0357|| 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, 3:52:11 || Estimated Time: 17:57:59
2023-07-26 14:38:43,480 semantic_segmentation INFO: Iters: 111420/150000 || Lr: 0.005892 || Task Loss: 0.4050 || KD Loss: 0.0556|| 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, 3:52:27 || Estimated Time: 17:57:42
2023-07-26 14:38:59,874 semantic_segmentation INFO: Iters: 111430/150000 || Lr: 0.005891 || Task Loss: 0.3137 || KD Loss: 0.0403|| 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, 3:52:44 || Estimated Time: 17:57:25
2023-07-26 14:39:16,508 semantic_segmentation INFO: Iters: 111440/150000 || Lr: 0.005890 || Task Loss: 0.2953 || KD Loss: 0.0443|| 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, 3:53:00 || Estimated Time: 17:57:08
2023-07-26 14:39:33,055 semantic_segmentation INFO: Iters: 111450/150000 || Lr: 0.005888 || Task Loss: 0.2740 || KD Loss: 0.0423|| 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, 3:53:17 || Estimated Time: 17:56:52
2023-07-26 14:39:49,644 semantic_segmentation INFO: Iters: 111460/150000 || Lr: 0.005887 || Task Loss: 0.2387 || KD Loss: 0.0341|| 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, 3:53:34 || Estimated Time: 17:56:35
2023-07-26 14:40:06,113 semantic_segmentation INFO: Iters: 111470/150000 || Lr: 0.005885 || Task Loss: 0.3514 || KD Loss: 0.0434|| 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, 3:53:50 || Estimated Time: 17:56:18
2023-07-26 14:40:22,632 semantic_segmentation INFO: Iters: 111480/150000 || Lr: 0.005884 || Task Loss: 0.2204 || KD Loss: 0.0410|| 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, 3:54:07 || Estimated Time: 17:56:01
2023-07-26 14:40:39,211 semantic_segmentation INFO: Iters: 111490/150000 || Lr: 0.005883 || Task Loss: 0.2677 || KD Loss: 0.0325|| 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, 3:54:23 || Estimated Time: 17:55:44
2023-07-26 14:40:55,709 semantic_segmentation INFO: Iters: 111500/150000 || Lr: 0.005881 || Task Loss: 0.2138 || KD Loss: 0.0392|| 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, 3:54:40 || Estimated Time: 17:55:27
2023-07-26 14:41:12,171 semantic_segmentation INFO: Iters: 111510/150000 || Lr: 0.005880 || Task Loss: 0.3641 || KD Loss: 0.0329|| 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, 3:54:56 || Estimated Time: 17:55:11
2023-07-26 14:41:28,651 semantic_segmentation INFO: Iters: 111520/150000 || Lr: 0.005879 || Task Loss: 0.2452 || KD Loss: 0.0437|| 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, 3:55:13 || Estimated Time: 17:54:54
2023-07-26 14:41:45,164 semantic_segmentation INFO: Iters: 111530/150000 || Lr: 0.005877 || Task Loss: 0.4276 || KD Loss: 0.0672|| 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, 3:55:29 || Estimated Time: 17:54:37
2023-07-26 14:42:01,762 semantic_segmentation INFO: Iters: 111540/150000 || Lr: 0.005876 || Task Loss: 0.2077 || KD Loss: 0.0372|| 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, 3:55:46 || Estimated Time: 17:54:20
2023-07-26 14:42:18,623 semantic_segmentation INFO: Iters: 111550/150000 || Lr: 0.005874 || Task Loss: 0.2723 || KD Loss: 0.0430|| 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, 3:56:03 || Estimated Time: 17:54:03
2023-07-26 14:42:35,143 semantic_segmentation INFO: Iters: 111560/150000 || Lr: 0.005873 || Task Loss: 0.2655 || KD Loss: 0.0470|| 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, 3:56:19 || Estimated Time: 17:53:47
2023-07-26 14:42:51,646 semantic_segmentation INFO: Iters: 111570/150000 || Lr: 0.005872 || Task Loss: 0.2304 || KD Loss: 0.0253|| 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, 3:56:36 || Estimated Time: 17:53:30
2023-07-26 14:43:08,150 semantic_segmentation INFO: Iters: 111580/150000 || Lr: 0.005870 || Task Loss: 0.2478 || KD Loss: 0.0343|| 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, 3:56:52 || Estimated Time: 17:53:13
2023-07-26 14:43:24,691 semantic_segmentation INFO: Iters: 111590/150000 || Lr: 0.005869 || Task Loss: 0.2130 || KD Loss: 0.0263|| 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, 3:57:09 || Estimated Time: 17:52:56
2023-07-26 14:43:41,156 semantic_segmentation INFO: Iters: 111600/150000 || Lr: 0.005868 || Task Loss: 0.3615 || KD Loss: 0.0483|| 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, 3:57:25 || Estimated Time: 17:52:39
2023-07-26 14:43:57,652 semantic_segmentation INFO: Iters: 111610/150000 || Lr: 0.005866 || Task Loss: 0.3935 || KD Loss: 0.0450|| 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, 3:57:42 || Estimated Time: 17:52:22
2023-07-26 14:44:15,946 semantic_segmentation INFO: Iters: 111620/150000 || Lr: 0.005865 || Task Loss: 0.2768 || KD Loss: 0.0432|| 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, 3:58:00 || Estimated Time: 17:52:06
2023-07-26 14:44:34,219 semantic_segmentation INFO: Iters: 111630/150000 || Lr: 0.005863 || Task Loss: 0.2328 || KD Loss: 0.0367|| 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, 3:58:18 || Estimated Time: 17:51:50
2023-07-26 14:44:50,683 semantic_segmentation INFO: Iters: 111640/150000 || Lr: 0.005862 || Task Loss: 0.1678 || KD Loss: 0.0278|| 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, 3:58:35 || Estimated Time: 17:51:33
2023-07-26 14:45:07,136 semantic_segmentation INFO: Iters: 111650/150000 || Lr: 0.005861 || Task Loss: 0.2858 || KD Loss: 0.0762|| 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, 3:58:51 || Estimated Time: 17:51:16
2023-07-26 14:45:23,684 semantic_segmentation INFO: Iters: 111660/150000 || Lr: 0.005859 || Task Loss: 0.3340 || KD Loss: 0.0651|| 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, 3:59:08 || Estimated Time: 17:50:59
2023-07-26 14:45:40,218 semantic_segmentation INFO: Iters: 111670/150000 || Lr: 0.005858 || Task Loss: 0.3304 || KD Loss: 0.0396|| 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, 3:59:24 || Estimated Time: 17:50:42
2023-07-26 14:45:56,669 semantic_segmentation INFO: Iters: 111680/150000 || Lr: 0.005857 || Task Loss: 0.3472 || KD Loss: 0.0491|| 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, 3:59:41 || Estimated Time: 17:50:26
2023-07-26 14:46:13,100 semantic_segmentation INFO: Iters: 111690/150000 || Lr: 0.005855 || Task Loss: 0.2337 || KD Loss: 0.0409|| 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, 3:59:57 || Estimated Time: 17:50:09
2023-07-26 14:46:29,631 semantic_segmentation INFO: Iters: 111700/150000 || Lr: 0.005854 || Task Loss: 0.3265 || KD Loss: 0.0535|| 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, 4:00:14 || Estimated Time: 17:49:52
2023-07-26 14:46:46,135 semantic_segmentation INFO: Iters: 111710/150000 || Lr: 0.005852 || Task Loss: 0.2761 || KD Loss: 0.0483|| 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, 4:00:30 || Estimated Time: 17:49:35
2023-07-26 14:47:02,673 semantic_segmentation INFO: Iters: 111720/150000 || Lr: 0.005851 || Task Loss: 0.2978 || KD Loss: 0.0304|| 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, 4:00:47 || Estimated Time: 17:49:18
2023-07-26 14:47:19,201 semantic_segmentation INFO: Iters: 111730/150000 || Lr: 0.005850 || Task Loss: 0.2382 || KD Loss: 0.0383|| 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, 4:01:03 || Estimated Time: 17:49:01
2023-07-26 14:47:35,576 semantic_segmentation INFO: Iters: 111740/150000 || Lr: 0.005848 || Task Loss: 0.2806 || KD Loss: 0.0428|| 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, 4:01:20 || Estimated Time: 17:48:44
2023-07-26 14:47:52,175 semantic_segmentation INFO: Iters: 111750/150000 || Lr: 0.005847 || Task Loss: 0.2308 || KD Loss: 0.0421|| 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, 4:01:36 || Estimated Time: 17:48:28
2023-07-26 14:48:08,598 semantic_segmentation INFO: Iters: 111760/150000 || Lr: 0.005846 || Task Loss: 0.2504 || KD Loss: 0.0319|| 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, 4:01:53 || Estimated Time: 17:48:11
2023-07-26 14:48:25,132 semantic_segmentation INFO: Iters: 111770/150000 || Lr: 0.005844 || Task Loss: 0.3436 || KD Loss: 0.0603|| 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, 4:02:09 || Estimated Time: 17:47:54
2023-07-26 14:48:41,595 semantic_segmentation INFO: Iters: 111780/150000 || Lr: 0.005843 || Task Loss: 0.3659 || KD Loss: 0.0655|| 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, 4:02:26 || Estimated Time: 17:47:37
2023-07-26 14:48:58,260 semantic_segmentation INFO: Iters: 111790/150000 || Lr: 0.005841 || Task Loss: 0.3127 || KD Loss: 0.0350|| 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, 4:02:42 || Estimated Time: 17:47:20
2023-07-26 14:49:14,828 semantic_segmentation INFO: Iters: 111800/150000 || Lr: 0.005840 || Task Loss: 0.3761 || KD Loss: 0.0498|| 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, 4:02:59 || Estimated Time: 17:47:03
2023-07-26 14:49:31,349 semantic_segmentation INFO: Iters: 111810/150000 || Lr: 0.005839 || Task Loss: 0.3662 || KD Loss: 0.0454|| 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, 4:03:15 || Estimated Time: 17:46:47
2023-07-26 14:49:47,888 semantic_segmentation INFO: Iters: 111820/150000 || Lr: 0.005837 || Task Loss: 0.2663 || KD Loss: 0.0330|| 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, 4:03:32 || Estimated Time: 17:46:30
2023-07-26 14:50:04,476 semantic_segmentation INFO: Iters: 111830/150000 || Lr: 0.005836 || Task Loss: 0.1815 || KD Loss: 0.0245|| 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, 4:03:48 || Estimated Time: 17:46:13
2023-07-26 14:50:20,831 semantic_segmentation INFO: Iters: 111840/150000 || Lr: 0.005835 || Task Loss: 0.2780 || KD Loss: 0.0312|| 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, 4:04:05 || Estimated Time: 17:45:56
2023-07-26 14:50:37,389 semantic_segmentation INFO: Iters: 111850/150000 || Lr: 0.005833 || Task Loss: 0.2694 || KD Loss: 0.0436|| 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, 4:04:21 || Estimated Time: 17:45:39
2023-07-26 14:50:53,885 semantic_segmentation INFO: Iters: 111860/150000 || Lr: 0.005832 || Task Loss: 0.4111 || KD Loss: 0.0763|| 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, 4:04:38 || Estimated Time: 17:45:22
2023-07-26 14:51:10,406 semantic_segmentation INFO: Iters: 111870/150000 || Lr: 0.005830 || Task Loss: 0.3271 || KD Loss: 0.0502|| 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, 4:04:54 || Estimated Time: 17:45:05
2023-07-26 14:51:26,797 semantic_segmentation INFO: Iters: 111880/150000 || Lr: 0.005829 || Task Loss: 0.4141 || KD Loss: 0.0388|| 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, 4:05:11 || Estimated Time: 17:44:49
2023-07-26 14:51:43,395 semantic_segmentation INFO: Iters: 111890/150000 || Lr: 0.005828 || Task Loss: 0.2031 || KD Loss: 0.0242|| 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, 4:05:27 || Estimated Time: 17:44:32
2023-07-26 14:51:59,787 semantic_segmentation INFO: Iters: 111900/150000 || Lr: 0.005826 || Task Loss: 0.2700 || KD Loss: 0.0329|| 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, 4:05:44 || Estimated Time: 17:44:15
2023-07-26 14:52:16,249 semantic_segmentation INFO: Iters: 111910/150000 || Lr: 0.005825 || Task Loss: 0.3404 || KD Loss: 0.0398|| 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, 4:06:00 || Estimated Time: 17:43:58
2023-07-26 14:52:32,742 semantic_segmentation INFO: Iters: 111920/150000 || Lr: 0.005824 || Task Loss: 0.2795 || KD Loss: 0.0563|| 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, 4:06:17 || Estimated Time: 17:43:41
2023-07-26 14:52:49,322 semantic_segmentation INFO: Iters: 111930/150000 || Lr: 0.005822 || Task Loss: 0.2607 || KD Loss: 0.0369|| 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, 4:06:33 || Estimated Time: 17:43:24
2023-07-26 14:53:05,829 semantic_segmentation INFO: Iters: 111940/150000 || Lr: 0.005821 || Task Loss: 0.3240 || KD Loss: 0.0392|| 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, 4:06:50 || Estimated Time: 17:43:08
2023-07-26 14:53:22,348 semantic_segmentation INFO: Iters: 111950/150000 || Lr: 0.005819 || Task Loss: 0.3418 || KD Loss: 0.0501|| 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, 4:07:06 || Estimated Time: 17:42:51
2023-07-26 14:53:38,903 semantic_segmentation INFO: Iters: 111960/150000 || Lr: 0.005818 || Task Loss: 0.4132 || KD Loss: 0.0650|| 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, 4:07:23 || Estimated Time: 17:42:34
2023-07-26 14:53:55,350 semantic_segmentation INFO: Iters: 111970/150000 || Lr: 0.005817 || Task Loss: 0.2923 || KD Loss: 0.0430|| 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, 4:07:39 || Estimated Time: 17:42:17
2023-07-26 14:54:11,963 semantic_segmentation INFO: Iters: 111980/150000 || Lr: 0.005815 || Task Loss: 0.3997 || KD Loss: 0.0475|| 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, 4:07:56 || Estimated Time: 17:42:00
2023-07-26 14:54:28,495 semantic_segmentation INFO: Iters: 111990/150000 || Lr: 0.005814 || Task Loss: 0.3996 || KD Loss: 0.0587|| 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: 2 days, 4:08:12 || Estimated Time: 17:41:43
2023-07-26 14:54:45,097 semantic_segmentation INFO: Iters: 112000/150000 || Lr: 0.005813 || Task Loss: 0.2701 || KD Loss: 0.0344|| 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, 4:08:29 || Estimated Time: 17:41:26
2023-07-26 14:54:45,211 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 14:54:45,664 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 14:54:45,684 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-26 14:54:45,696 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.170
2023-07-26 14:54:45,709 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-26 14:54:45,723 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.242
2023-07-26 14:54:45,736 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.285
2023-07-26 14:54:45,751 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.328
2023-07-26 14:54:45,766 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.334
2023-07-26 14:54:45,778 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.373
2023-07-26 14:54:45,793 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.411
2023-07-26 14:54:45,808 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.415
2023-07-26 14:54:45,824 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.462
2023-07-26 14:54:45,837 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.445
2023-07-26 14:54:45,851 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.427
2023-07-26 14:54:45,867 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.428
2023-07-26 14:54:45,880 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.424
2023-07-26 14:54:45,891 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.423
2023-07-26 14:54:45,904 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.422
2023-07-26 14:54:45,919 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.433
2023-07-26 14:54:45,936 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.483
2023-07-26 14:54:45,951 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.485
2023-07-26 14:54:45,967 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.494
2023-07-26 14:54:45,982 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.524
2023-07-26 14:54:45,999 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.525
2023-07-26 14:54:46,015 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.517
2023-07-26 14:54:46,029 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.532
2023-07-26 14:54:46,044 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.536
2023-07-26 14:54:46,055 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.537
2023-07-26 14:54:46,071 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.528
2023-07-26 14:54:46,086 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.528
2023-07-26 14:54:46,100 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.529
2023-07-26 14:54:46,116 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.527
2023-07-26 14:54:46,131 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.542
2023-07-26 14:54:46,145 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.540
2023-07-26 14:54:46,161 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.570
2023-07-26 14:54:46,176 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.570
2023-07-26 14:54:46,190 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.570
2023-07-26 14:54:46,202 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.614
2023-07-26 14:54:46,219 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.619
2023-07-26 14:54:46,231 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.618
2023-07-26 14:54:46,244 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-26 14:54:46,258 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.643
2023-07-26 14:54:46,273 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.638
2023-07-26 14:54:46,285 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.638
2023-07-26 14:54:46,300 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-26 14:54:46,315 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-26 14:54:46,328 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-26 14:54:46,341 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-26 14:54:46,355 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.657
2023-07-26 14:54:46,371 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.653
2023-07-26 14:54:46,387 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.654
2023-07-26 14:54:46,403 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.654
2023-07-26 14:54:46,417 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.653
2023-07-26 14:54:46,432 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.654
2023-07-26 14:54:46,447 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.659
2023-07-26 14:54:46,460 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-26 14:54:46,475 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.657
2023-07-26 14:54:46,492 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.656
2023-07-26 14:54:46,505 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.657
2023-07-26 14:54:46,520 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-26 14:54:46,533 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-26 14:54:46,548 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-26 14:54:46,560 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-26 14:54:46,578 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-26 14:54:46,591 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-26 14:54:46,606 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-26 14:54:46,621 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-26 14:54:46,634 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-26 14:54:46,649 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-26 14:54:46,665 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-26 14:54:46,680 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-26 14:54:46,693 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 14:54:46,708 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-26 14:54:46,723 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-26 14:54:46,737 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 14:54:46,752 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 14:54:46,767 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 14:54:46,776 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-26 14:54:46,791 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-26 14:54:46,807 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.754
2023-07-26 14:54:46,820 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.756
2023-07-26 14:54:46,835 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-26 14:54:46,850 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 14:54:46,865 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 14:54:46,880 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 14:54:46,895 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 14:54:46,910 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 14:54:46,925 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 14:54:46,940 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 14:54:46,953 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 14:54:46,967 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:46,983 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:46,997 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 14:54:47,012 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 14:54:47,027 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-26 14:54:47,041 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 14:54:47,054 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 14:54:47,067 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 14:54:47,081 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 14:54:47,094 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 14:54:47,109 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 14:54:47,122 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 14:54:47,135 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 14:54:47,149 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-26 14:54:49,916 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.932, mIoU: 0.716
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2023-07-26 14:54:52,667 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:54:52,682 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:54:52,697 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 14:54:52,724 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,739 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:54:52,752 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:54:52,767 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:54:52,780 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 14:54:52,796 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:54:52,811 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:54:52,826 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:54:52,842 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,856 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,868 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,883 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 14:54:52,899 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 14:54:52,914 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 14:54:52,928 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 14:54:52,945 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,961 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:52,977 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:54:52,990 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:54:53,005 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:54:53,020 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 14:54:53,036 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 14:54:53,052 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 14:54:53,067 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 14:54:53,080 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:54:53,095 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:54:53,109 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 14:54:53,122 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 14:54:53,136 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 14:54:53,147 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:54:53,161 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 14:54:53,173 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 14:54:53,184 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:54:53,196 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 14:54:53,210 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,224 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,238 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,252 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,260 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,274 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 14:54:53,289 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,304 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,319 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,334 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,347 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,360 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,374 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:54:53,389 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:53,404 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:53,416 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:54:53,429 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:53,444 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 14:54:53,458 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 14:54:53,485 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,501 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:54:53,517 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:54:53,533 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:54:53,547 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,563 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,578 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,591 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,606 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,621 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,636 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,651 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,664 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,680 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,695 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,711 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,721 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,736 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,751 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,764 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,778 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,791 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,806 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,820 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,835 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 14:54:53,860 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:53,873 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:53,887 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,902 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,917 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,931 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,946 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:53,959 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,974 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:53,989 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:54:54,017 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,032 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,047 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,062 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,077 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,088 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,103 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:54,118 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:54,132 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,146 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:54,161 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:54,172 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:54:54,187 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,202 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,216 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,229 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:54:54,244 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:54:54,258 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 14:54:54,273 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:54:54,287 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 14:54:54,302 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,317 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,331 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,346 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,360 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,373 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:54,388 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:54:54,402 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,417 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,429 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,444 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,458 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,472 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,487 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,504 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,520 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,535 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,551 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,565 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,580 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 14:54:54,594 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 14:54:54,609 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 14:54:54,628 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 14:54:54,643 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,658 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,668 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,681 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,696 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,709 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,723 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,736 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,749 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,764 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,781 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:54:54,796 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,811 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,824 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,839 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,851 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,866 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:54,880 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:54:54,896 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:54:54,925 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:54:55,021 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:54:55,411 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:55,424 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:54:55,437 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,453 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,464 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,478 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,490 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,501 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,516 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,531 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,548 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,563 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,578 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,593 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,607 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,622 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,637 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,654 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,670 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:55,685 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 14:54:55,701 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 14:54:55,714 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 14:54:55,727 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:55,740 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,755 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,771 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,784 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,797 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:55,811 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,825 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,840 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,855 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,869 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:55,882 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:55,897 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:55,909 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:55,923 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:55,938 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:55,951 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:55,967 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:55,980 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:55,995 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:56,011 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:56,023 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,036 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,052 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,068 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:56,082 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:56,097 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:56,109 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:56,122 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,136 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,149 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,164 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,180 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,193 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,207 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,220 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,235 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,250 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,263 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,276 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,291 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,305 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,318 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:56,333 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,348 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,362 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,375 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,390 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,405 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,421 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,434 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,448 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,461 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,476 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,489 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,501 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,516 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,531 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,545 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,560 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,576 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,591 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,606 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,619 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,631 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,646 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,659 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,671 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,684 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:56,699 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,712 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,725 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,739 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,754 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,768 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,784 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,797 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,810 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,824 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,839 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:56,854 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:56,868 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:56,881 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:56,893 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,904 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,919 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,934 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,948 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,962 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,972 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:56,985 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:57,000 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,015 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,028 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,043 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,056 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,071 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:57,084 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,099 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,112 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,126 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,141 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 14:54:57,154 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:54:57,169 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,184 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,198 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,213 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,228 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,242 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,257 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:57,270 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,285 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,299 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,312 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,325 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,337 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,353 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,367 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,383 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,397 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,409 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,423 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,439 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,454 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,467 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,482 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,496 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,509 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,523 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,538 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,556 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,569 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,581 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,598 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,612 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,627 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:57,640 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:54:57,655 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,670 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,685 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:54:57,699 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,712 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,727 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,740 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,755 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,769 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,782 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:54:57,797 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:57,810 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:54:57,824 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,839 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,853 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,868 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,882 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,896 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,910 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,925 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,939 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,954 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,969 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,981 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:57,996 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,009 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,024 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,039 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,055 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,068 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,083 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,098 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,112 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,128 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,143 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,155 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,170 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,185 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,199 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,212 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,227 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,242 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,257 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,270 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,285 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,300 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,312 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,326 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,341 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,354 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,367 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,380 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:58,394 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:58,409 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:58,423 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,438 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,452 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,467 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,480 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,492 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,507 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,520 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,532 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,550 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:58,566 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,582 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,597 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,610 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,622 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,638 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,652 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,665 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,680 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,693 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,708 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,721 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:58,737 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,751 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,765 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,775 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,791 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,806 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,819 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,833 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,847 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,862 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,874 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:58,889 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:58,904 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:58,919 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:58,933 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:58,947 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:58,963 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:58,978 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:58,991 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:59,005 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:59,020 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:59,034 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 14:54:59,047 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,062 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,077 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,091 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:59,098 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,111 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,124 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,136 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:59,147 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 14:54:59,162 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:59,176 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:59,191 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:54:59,202 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:59,215 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 14:54:59,230 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:59,240 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:54:59,255 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,267 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,282 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,296 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,311 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,325 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,337 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,350 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,364 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,379 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,393 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,408 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,420 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,431 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,443 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,456 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,467 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,482 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,495 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:59,509 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:54:59,525 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,540 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,554 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:54:59,573 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,590 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,605 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,620 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,634 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,647 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,662 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,676 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:54:59,689 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,701 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,716 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,728 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,743 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,755 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,770 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,784 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,801 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:54:59,816 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 14:54:59,828 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 14:54:59,843 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 14:54:59,857 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,871 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 14:54:59,885 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,898 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,910 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,924 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,939 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,953 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 14:54:59,967 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 14:54:59,981 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 14:54:59,996 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 14:55:00,010 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,025 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,037 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,053 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,063 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,077 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,092 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,106 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,121 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,136 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,151 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,167 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,182 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,197 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,213 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,226 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,242 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,255 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,269 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,284 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,296 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,311 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,323 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,338 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,353 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,368 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,382 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,396 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,409 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,421 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,435 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,449 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,462 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,477 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,492 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,507 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,519 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,532 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,548 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,564 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,580 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,593 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,606 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,621 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,636 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 14:55:00,651 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,666 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,681 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,696 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,710 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,725 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,741 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,756 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 14:55:00,770 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,785 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,799 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,814 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,829 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,844 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,857 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 14:55:00,871 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 14:55:00,886 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,901 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,915 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,929 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,944 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,958 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,973 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:00,987 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,002 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,015 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,030 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,046 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,059 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,073 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,086 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 14:55:01,095 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,110 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,125 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 14:55:01,139 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 14:55:01,154 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:01,169 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:01,182 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,196 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,211 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,226 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,241 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,258 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,272 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,289 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,303 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,315 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,330 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:01,359 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,371 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,384 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,399 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,414 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:01,443 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:01,470 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,485 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,498 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,513 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,529 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,543 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,558 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,571 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,585 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:01,617 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:01,631 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:01,644 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,659 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,671 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,684 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:01,710 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 14:55:01,739 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,754 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 14:55:01,764 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,776 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,792 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,807 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,820 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,835 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 14:55:01,850 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,865 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 14:55:01,891 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 14:55:01,919 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,934 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:01,947 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 14:55:02,020 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 14:55:02,049 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,064 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,076 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,091 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 14:55:02,159 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,174 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,188 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,202 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,214 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,229 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,245 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,258 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,269 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,284 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,299 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 14:55:02,328 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,341 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,356 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,370 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,384 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 14:55:02,530 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,545 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,561 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 14:55:02,588 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,599 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,615 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,632 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,646 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,659 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 14:55:02,757 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,771 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,787 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,801 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,814 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,827 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 14:55:02,842 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,856 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,871 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,884 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,900 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,912 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 14:55:02,939 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 14:55:02,954 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 14:55:02,983 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:02,999 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:03,011 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 14:55:03,125 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:03,140 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 14:55:03,153 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 14:55:03,208 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 14:55:03,309 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:55:03,322 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 14:55:03,350 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:55:03,362 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 14:55:03,377 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,420 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,434 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 14:55:03,449 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:03,463 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 14:55:03,491 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:03,505 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,521 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,535 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:55:03,551 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,567 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,580 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,608 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,640 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,655 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,686 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:03,701 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:03,716 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,731 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,771 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,783 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,836 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,913 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,928 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:03,984 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:03,998 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:55:04,055 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:55:04,197 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:55:04,210 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 14:55:04,225 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:55:04,240 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 14:55:04,270 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:55:04,285 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 14:55:04,315 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:55:04,326 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:55:04,340 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 14:55:04,353 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 14:55:04,409 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:55:04,474 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 14:55:04,739 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:04,753 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 14:55:04,850 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:04,866 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:04,881 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 14:55:04,896 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:04,911 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 14:55:04,933 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:55:04,945 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 14:55:05,001 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 14:55:05,031 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 14:55:05,061 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,177 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:05,191 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:05,206 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,233 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,303 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:05,318 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,461 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 14:55:05,476 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,624 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 14:55:05,732 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,775 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,801 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:05,810 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 14:55:05,912 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:05,927 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.730
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2023-07-26 14:55:05,955 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:05,970 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:05,982 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:05,996 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:06,010 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:06,024 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:06,036 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:06,051 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 14:55:06,065 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:06,079 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:06,094 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:55:06,106 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:55:06,119 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:55:06,133 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 14:55:06,148 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 14:55:22,895 semantic_segmentation INFO: Iters: 112010/150000 || Lr: 0.005811 || Task Loss: 0.3681 || KD Loss: 0.0571|| 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, 4:09:07 || Estimated Time: 17:41:17
2023-07-26 14:55:39,331 semantic_segmentation INFO: Iters: 112020/150000 || Lr: 0.005810 || Task Loss: 0.2294 || KD Loss: 0.0320|| 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, 4:09:23 || Estimated Time: 17:41:00
2023-07-26 14:55:55,903 semantic_segmentation INFO: Iters: 112030/150000 || Lr: 0.005808 || Task Loss: 0.3144 || KD Loss: 0.0570|| 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, 4:09:40 || Estimated Time: 17:40:43
2023-07-26 14:56:12,433 semantic_segmentation INFO: Iters: 112040/150000 || Lr: 0.005807 || Task Loss: 0.2485 || KD Loss: 0.0309|| 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, 4:09:56 || Estimated Time: 17:40:26
2023-07-26 14:56:28,900 semantic_segmentation INFO: Iters: 112050/150000 || Lr: 0.005806 || Task Loss: 0.3862 || KD Loss: 0.0667|| 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, 4:10:13 || Estimated Time: 17:40:09
2023-07-26 14:56:45,458 semantic_segmentation INFO: Iters: 112060/150000 || Lr: 0.005804 || Task Loss: 0.3265 || KD Loss: 0.0572|| 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, 4:10:29 || Estimated Time: 17:39:53
2023-07-26 14:57:02,044 semantic_segmentation INFO: Iters: 112070/150000 || Lr: 0.005803 || Task Loss: 0.2825 || KD Loss: 0.0401|| 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, 4:10:46 || Estimated Time: 17:39:36
2023-07-26 14:57:18,595 semantic_segmentation INFO: Iters: 112080/150000 || Lr: 0.005801 || Task Loss: 0.4816 || KD Loss: 0.0422|| 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, 4:11:03 || Estimated Time: 17:39:19
2023-07-26 14:57:35,134 semantic_segmentation INFO: Iters: 112090/150000 || Lr: 0.005800 || Task Loss: 0.2655 || KD Loss: 0.0401|| 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, 4:11:19 || Estimated Time: 17:39:02
2023-07-26 14:57:51,625 semantic_segmentation INFO: Iters: 112100/150000 || Lr: 0.005799 || Task Loss: 0.3404 || KD Loss: 0.0340|| 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, 4:11:36 || Estimated Time: 17:38:45
2023-07-26 14:58:08,208 semantic_segmentation INFO: Iters: 112110/150000 || Lr: 0.005797 || Task Loss: 0.2879 || KD Loss: 0.0688|| 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, 4:11:52 || Estimated Time: 17:38:28
2023-07-26 14:58:24,772 semantic_segmentation INFO: Iters: 112120/150000 || Lr: 0.005796 || Task Loss: 0.3794 || KD Loss: 0.0435|| 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: 2 days, 4:12:09 || Estimated Time: 17:38:12
2023-07-26 14:58:41,171 semantic_segmentation INFO: Iters: 112130/150000 || Lr: 0.005795 || Task Loss: 0.2469 || KD Loss: 0.0356|| 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, 4:12:25 || Estimated Time: 17:37:55
2023-07-26 14:58:57,671 semantic_segmentation INFO: Iters: 112140/150000 || Lr: 0.005793 || Task Loss: 0.3155 || KD Loss: 0.0540|| 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, 4:12:42 || Estimated Time: 17:37:38
2023-07-26 14:59:14,150 semantic_segmentation INFO: Iters: 112150/150000 || Lr: 0.005792 || Task Loss: 0.1979 || KD Loss: 0.0320|| 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, 4:12:58 || Estimated Time: 17:37:21
2023-07-26 14:59:30,550 semantic_segmentation INFO: Iters: 112160/150000 || Lr: 0.005790 || Task Loss: 0.2715 || KD Loss: 0.0549|| 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, 4:13:15 || Estimated Time: 17:37:04
2023-07-26 14:59:47,547 semantic_segmentation INFO: Iters: 112170/150000 || Lr: 0.005789 || Task Loss: 0.2451 || KD Loss: 0.0303|| 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, 4:13:32 || Estimated Time: 17:36:47
2023-07-26 15:00:03,925 semantic_segmentation INFO: Iters: 112180/150000 || Lr: 0.005788 || Task Loss: 0.2435 || KD Loss: 0.0298|| 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, 4:13:48 || Estimated Time: 17:36:31
2023-07-26 15:00:20,503 semantic_segmentation INFO: Iters: 112190/150000 || Lr: 0.005786 || Task Loss: 0.3138 || KD Loss: 0.0349|| 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, 4:14:04 || Estimated Time: 17:36:14
2023-07-26 15:00:36,958 semantic_segmentation INFO: Iters: 112200/150000 || Lr: 0.005785 || Task Loss: 0.3574 || KD Loss: 0.0379|| 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, 4:14:21 || Estimated Time: 17:35:57
2023-07-26 15:00:53,442 semantic_segmentation INFO: Iters: 112210/150000 || Lr: 0.005784 || Task Loss: 0.2989 || KD Loss: 0.0467|| 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, 4:14:37 || Estimated Time: 17:35:40
2023-07-26 15:01:09,860 semantic_segmentation INFO: Iters: 112220/150000 || Lr: 0.005782 || Task Loss: 0.3795 || KD Loss: 0.0517|| 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, 4:14:54 || Estimated Time: 17:35:23
2023-07-26 15:01:26,249 semantic_segmentation INFO: Iters: 112230/150000 || Lr: 0.005781 || Task Loss: 0.5467 || KD Loss: 0.2416|| 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, 4:15:10 || Estimated Time: 17:35:06
2023-07-26 15:01:42,814 semantic_segmentation INFO: Iters: 112240/150000 || Lr: 0.005779 || Task Loss: 0.2301 || KD Loss: 0.0506|| 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, 4:15:27 || Estimated Time: 17:34:49
2023-07-26 15:01:59,210 semantic_segmentation INFO: Iters: 112250/150000 || Lr: 0.005778 || Task Loss: 0.3551 || KD Loss: 0.0556|| 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: 2 days, 4:15:43 || Estimated Time: 17:34:33
2023-07-26 15:02:15,801 semantic_segmentation INFO: Iters: 112260/150000 || Lr: 0.005777 || Task Loss: 0.3488 || KD Loss: 0.0441|| 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, 4:16:00 || Estimated Time: 17:34:16
2023-07-26 15:02:32,255 semantic_segmentation INFO: Iters: 112270/150000 || Lr: 0.005775 || Task Loss: 0.3646 || KD Loss: 0.0669|| 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, 4:16:16 || Estimated Time: 17:33:59
2023-07-26 15:02:48,775 semantic_segmentation INFO: Iters: 112280/150000 || Lr: 0.005774 || Task Loss: 0.4134 || KD Loss: 0.0581|| 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, 4:16:33 || Estimated Time: 17:33:42
2023-07-26 15:03:05,349 semantic_segmentation INFO: Iters: 112290/150000 || Lr: 0.005773 || Task Loss: 0.4516 || KD Loss: 0.0952|| 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, 4:16:49 || Estimated Time: 17:33:25
2023-07-26 15:03:21,773 semantic_segmentation INFO: Iters: 112300/150000 || Lr: 0.005771 || Task Loss: 0.3112 || KD Loss: 0.0738|| 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, 4:17:06 || Estimated Time: 17:33:08
2023-07-26 15:03:38,328 semantic_segmentation INFO: Iters: 112310/150000 || Lr: 0.005770 || Task Loss: 0.3882 || KD Loss: 0.0386|| 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, 4:17:22 || Estimated Time: 17:32:52
2023-07-26 15:03:54,869 semantic_segmentation INFO: Iters: 112320/150000 || Lr: 0.005768 || Task Loss: 0.3275 || KD Loss: 0.0534|| 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, 4:17:39 || Estimated Time: 17:32:35
2023-07-26 15:04:11,335 semantic_segmentation INFO: Iters: 112330/150000 || Lr: 0.005767 || Task Loss: 0.3290 || KD Loss: 0.0499|| 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, 4:17:55 || Estimated Time: 17:32:18
2023-07-26 15:04:27,892 semantic_segmentation INFO: Iters: 112340/150000 || Lr: 0.005766 || Task Loss: 0.2437 || KD Loss: 0.0386|| 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, 4:18:12 || Estimated Time: 17:32:01
2023-07-26 15:04:44,501 semantic_segmentation INFO: Iters: 112350/150000 || Lr: 0.005764 || Task Loss: 0.2771 || KD Loss: 0.0549|| 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, 4:18:28 || Estimated Time: 17:31:44
2023-07-26 15:05:01,109 semantic_segmentation INFO: Iters: 112360/150000 || Lr: 0.005763 || Task Loss: 0.3178 || KD Loss: 0.0353|| 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, 4:18:45 || Estimated Time: 17:31:27
2023-07-26 15:05:17,675 semantic_segmentation INFO: Iters: 112370/150000 || Lr: 0.005762 || Task Loss: 0.2466 || KD Loss: 0.0375|| 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, 4:19:02 || Estimated Time: 17:31:11
2023-07-26 15:05:34,164 semantic_segmentation INFO: Iters: 112380/150000 || Lr: 0.005760 || Task Loss: 0.2899 || KD Loss: 0.0435|| 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, 4:19:18 || Estimated Time: 17:30:54
2023-07-26 15:05:50,622 semantic_segmentation INFO: Iters: 112390/150000 || Lr: 0.005759 || Task Loss: 0.4866 || KD Loss: 0.0577|| 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, 4:19:35 || Estimated Time: 17:30:37
2023-07-26 15:06:07,064 semantic_segmentation INFO: Iters: 112400/150000 || Lr: 0.005757 || Task Loss: 0.3034 || KD Loss: 0.0336|| 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, 4:19:51 || Estimated Time: 17:30:20
2023-07-26 15:06:23,632 semantic_segmentation INFO: Iters: 112410/150000 || Lr: 0.005756 || Task Loss: 0.2463 || KD Loss: 0.0378|| 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, 4:20:08 || Estimated Time: 17:30:03
2023-07-26 15:06:40,188 semantic_segmentation INFO: Iters: 112420/150000 || Lr: 0.005755 || Task Loss: 0.2532 || KD Loss: 0.0412|| 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, 4:20:24 || Estimated Time: 17:29:46
2023-07-26 15:06:56,649 semantic_segmentation INFO: Iters: 112430/150000 || Lr: 0.005753 || Task Loss: 0.3899 || KD Loss: 0.0910|| 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, 4:20:41 || Estimated Time: 17:29:29
2023-07-26 15:07:13,177 semantic_segmentation INFO: Iters: 112440/150000 || Lr: 0.005752 || Task Loss: 0.2647 || KD Loss: 0.0480|| 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, 4:20:57 || Estimated Time: 17:29:13
2023-07-26 15:07:30,299 semantic_segmentation INFO: Iters: 112450/150000 || Lr: 0.005751 || Task Loss: 0.2806 || KD Loss: 0.0338|| 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, 4:21:14 || Estimated Time: 17:28:56
2023-07-26 15:07:49,836 semantic_segmentation INFO: Iters: 112460/150000 || Lr: 0.005749 || Task Loss: 0.2229 || KD Loss: 0.0295|| 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, 4:21:34 || Estimated Time: 17:28:40
2023-07-26 15:08:06,424 semantic_segmentation INFO: Iters: 112470/150000 || Lr: 0.005748 || Task Loss: 0.3191 || KD Loss: 0.0581|| 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, 4:21:50 || Estimated Time: 17:28:23
2023-07-26 15:08:22,984 semantic_segmentation INFO: Iters: 112480/150000 || Lr: 0.005746 || Task Loss: 0.2747 || KD Loss: 0.0677|| 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, 4:22:07 || Estimated Time: 17:28:07
2023-07-26 15:08:39,520 semantic_segmentation INFO: Iters: 112490/150000 || Lr: 0.005745 || Task Loss: 0.2997 || KD Loss: 0.0386|| 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, 4:22:23 || Estimated Time: 17:27:50
2023-07-26 15:08:56,051 semantic_segmentation INFO: Iters: 112500/150000 || Lr: 0.005744 || Task Loss: 0.2662 || KD Loss: 0.0624|| 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, 4:22:40 || Estimated Time: 17:27:33
2023-07-26 15:09:12,579 semantic_segmentation INFO: Iters: 112510/150000 || Lr: 0.005742 || Task Loss: 0.4340 || KD Loss: 0.0468|| 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, 4:22:57 || Estimated Time: 17:27:16
2023-07-26 15:09:29,176 semantic_segmentation INFO: Iters: 112520/150000 || Lr: 0.005741 || Task Loss: 0.3206 || KD Loss: 0.0383|| 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, 4:23:13 || Estimated Time: 17:26:59
2023-07-26 15:09:45,762 semantic_segmentation INFO: Iters: 112530/150000 || Lr: 0.005739 || Task Loss: 0.3663 || KD Loss: 0.0438|| 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, 4:23:30 || Estimated Time: 17:26:42
2023-07-26 15:10:02,342 semantic_segmentation INFO: Iters: 112540/150000 || Lr: 0.005738 || Task Loss: 0.3152 || KD Loss: 0.0547|| 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, 4:23:46 || Estimated Time: 17:26:26
2023-07-26 15:10:18,924 semantic_segmentation INFO: Iters: 112550/150000 || Lr: 0.005737 || Task Loss: 0.2729 || KD Loss: 0.0600|| 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, 4:24:03 || Estimated Time: 17:26:09
2023-07-26 15:10:35,409 semantic_segmentation INFO: Iters: 112560/150000 || Lr: 0.005735 || 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, 4:24:19 || Estimated Time: 17:25:52
2023-07-26 15:10:51,974 semantic_segmentation INFO: Iters: 112570/150000 || Lr: 0.005734 || Task Loss: 0.2852 || KD Loss: 0.0490|| 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, 4:24:36 || Estimated Time: 17:25:35
2023-07-26 15:11:08,477 semantic_segmentation INFO: Iters: 112580/150000 || Lr: 0.005733 || Task Loss: 0.2967 || KD Loss: 0.0386|| 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, 4:24:52 || Estimated Time: 17:25:18
2023-07-26 15:11:24,995 semantic_segmentation INFO: Iters: 112590/150000 || Lr: 0.005731 || Task Loss: 0.1898 || KD Loss: 0.0247|| 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, 4:25:09 || Estimated Time: 17:25:01
2023-07-26 15:11:41,500 semantic_segmentation INFO: Iters: 112600/150000 || Lr: 0.005730 || Task Loss: 0.3654 || KD Loss: 0.0834|| 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, 4:25:25 || Estimated Time: 17:24:45
2023-07-26 15:11:58,043 semantic_segmentation INFO: Iters: 112610/150000 || Lr: 0.005728 || Task Loss: 0.3497 || KD Loss: 0.0391|| 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, 4:25:42 || Estimated Time: 17:24:28
2023-07-26 15:12:14,438 semantic_segmentation INFO: Iters: 112620/150000 || Lr: 0.005727 || Task Loss: 0.2995 || KD Loss: 0.0411|| 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, 4:25:58 || Estimated Time: 17:24:11
2023-07-26 15:12:30,978 semantic_segmentation INFO: Iters: 112630/150000 || Lr: 0.005726 || Task Loss: 0.3480 || KD Loss: 0.0651|| 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, 4:26:15 || Estimated Time: 17:23:54
2023-07-26 15:12:47,388 semantic_segmentation INFO: Iters: 112640/150000 || Lr: 0.005724 || Task Loss: 0.2794 || KD Loss: 0.0299|| 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, 4:26:31 || Estimated Time: 17:23:37
2023-07-26 15:13:03,885 semantic_segmentation INFO: Iters: 112650/150000 || Lr: 0.005723 || Task Loss: 0.2436 || KD Loss: 0.0265|| 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, 4:26:48 || Estimated Time: 17:23:20
2023-07-26 15:13:20,365 semantic_segmentation INFO: Iters: 112660/150000 || Lr: 0.005722 || Task Loss: 0.3786 || KD Loss: 0.0530|| 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, 4:27:04 || Estimated Time: 17:23:03
2023-07-26 15:13:36,871 semantic_segmentation INFO: Iters: 112670/150000 || Lr: 0.005720 || Task Loss: 0.2941 || KD Loss: 0.0447|| 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, 4:27:21 || Estimated Time: 17:22:47
2023-07-26 15:13:53,349 semantic_segmentation INFO: Iters: 112680/150000 || Lr: 0.005719 || Task Loss: 0.4447 || KD Loss: 0.0532|| 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, 4:27:37 || Estimated Time: 17:22:30
2023-07-26 15:14:09,931 semantic_segmentation INFO: Iters: 112690/150000 || Lr: 0.005717 || Task Loss: 0.3031 || KD Loss: 0.0410|| 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, 4:27:54 || Estimated Time: 17:22:13
2023-07-26 15:14:26,401 semantic_segmentation INFO: Iters: 112700/150000 || Lr: 0.005716 || Task Loss: 0.2613 || KD Loss: 0.0315|| 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, 4:28:10 || Estimated Time: 17:21:56
2023-07-26 15:14:42,894 semantic_segmentation INFO: Iters: 112710/150000 || Lr: 0.005715 || Task Loss: 0.2990 || KD Loss: 0.0549|| 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, 4:28:27 || Estimated Time: 17:21:39
2023-07-26 15:14:59,281 semantic_segmentation INFO: Iters: 112720/150000 || Lr: 0.005713 || Task Loss: 0.3383 || KD Loss: 0.0554|| 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, 4:28:43 || Estimated Time: 17:21:22
2023-07-26 15:15:15,846 semantic_segmentation INFO: Iters: 112730/150000 || Lr: 0.005712 || Task Loss: 0.2859 || KD Loss: 0.0402|| 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, 4:29:00 || Estimated Time: 17:21:05
2023-07-26 15:15:32,219 semantic_segmentation INFO: Iters: 112740/150000 || Lr: 0.005711 || Task Loss: 0.2860 || KD Loss: 0.0459|| 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, 4:29:16 || Estimated Time: 17:20:49
2023-07-26 15:15:48,641 semantic_segmentation INFO: Iters: 112750/150000 || Lr: 0.005709 || Task Loss: 0.3174 || KD Loss: 0.0507|| 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, 4:29:33 || Estimated Time: 17:20:32
2023-07-26 15:16:05,070 semantic_segmentation INFO: Iters: 112760/150000 || Lr: 0.005708 || Task Loss: 0.3455 || KD Loss: 0.0534|| 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, 4:29:49 || Estimated Time: 17:20:15
2023-07-26 15:16:21,604 semantic_segmentation INFO: Iters: 112770/150000 || Lr: 0.005706 || Task Loss: 0.2956 || KD Loss: 0.0379|| 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, 4:30:06 || Estimated Time: 17:19:58
2023-07-26 15:16:37,988 semantic_segmentation INFO: Iters: 112780/150000 || Lr: 0.005705 || Task Loss: 0.3488 || KD Loss: 0.0481|| 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, 4:30:22 || Estimated Time: 17:19:41
2023-07-26 15:16:54,379 semantic_segmentation INFO: Iters: 112790/150000 || Lr: 0.005704 || Task Loss: 0.1598 || KD Loss: 0.0269|| 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, 4:30:38 || Estimated Time: 17:19:24
2023-07-26 15:17:10,966 semantic_segmentation INFO: Iters: 112800/150000 || Lr: 0.005702 || Task Loss: 0.2373 || KD Loss: 0.0468|| 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, 4:30:55 || Estimated Time: 17:19:07
2023-07-26 15:17:11,078 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 15:17:11,538 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.987, mIoU: 0.091
2023-07-26 15:17:11,551 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.136
2023-07-26 15:17:11,563 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.170
2023-07-26 15:17:11,577 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.982, mIoU: 0.170
2023-07-26 15:17:11,590 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.246
2023-07-26 15:17:11,602 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.290
2023-07-26 15:17:11,615 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.334
2023-07-26 15:17:11,629 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.338
2023-07-26 15:17:11,641 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.376
2023-07-26 15:17:11,655 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.420
2023-07-26 15:17:11,668 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.420
2023-07-26 15:17:11,683 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.467
2023-07-26 15:17:11,695 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.918, mIoU: 0.426
2023-07-26 15:17:11,708 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.918, mIoU: 0.408
2023-07-26 15:17:11,722 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.922, mIoU: 0.407
2023-07-26 15:17:11,734 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.923, mIoU: 0.402
2023-07-26 15:17:11,744 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.386
2023-07-26 15:17:11,756 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.386
2023-07-26 15:17:11,770 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.920, mIoU: 0.399
2023-07-26 15:17:11,785 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.920, mIoU: 0.459
2023-07-26 15:17:11,798 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.924, mIoU: 0.460
2023-07-26 15:17:11,813 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.464
2023-07-26 15:17:11,826 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.492
2023-07-26 15:17:11,841 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.494
2023-07-26 15:17:11,857 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.494
2023-07-26 15:17:11,871 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.504
2023-07-26 15:17:11,885 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.927, mIoU: 0.506
2023-07-26 15:17:11,897 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.507
2023-07-26 15:17:11,912 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.498
2023-07-26 15:17:11,926 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.498
2023-07-26 15:17:11,940 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.498
2023-07-26 15:17:11,955 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.497
2023-07-26 15:17:11,970 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.511
2023-07-26 15:17:11,986 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.509
2023-07-26 15:17:12,000 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.524
2023-07-26 15:17:12,015 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.525
2023-07-26 15:17:12,028 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.525
2023-07-26 15:17:12,040 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.569
2023-07-26 15:17:12,057 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.582
2023-07-26 15:17:12,070 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.581
2023-07-26 15:17:12,083 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.598
2023-07-26 15:17:12,098 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.598
2023-07-26 15:17:12,113 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.595
2023-07-26 15:17:12,127 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.595
2023-07-26 15:17:12,142 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.603
2023-07-26 15:17:12,157 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.608
2023-07-26 15:17:12,171 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.613
2023-07-26 15:17:12,183 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.613
2023-07-26 15:17:12,198 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.612
2023-07-26 15:17:12,214 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.606
2023-07-26 15:17:12,230 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.605
2023-07-26 15:17:12,246 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.605
2023-07-26 15:17:12,258 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.603
2023-07-26 15:17:12,273 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.604
2023-07-26 15:17:12,287 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.609
2023-07-26 15:17:12,300 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.607
2023-07-26 15:17:12,314 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.606
2023-07-26 15:17:12,330 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-26 15:17:12,343 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-26 15:17:12,357 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-26 15:17:12,370 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-26 15:17:12,384 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-26 15:17:12,396 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-26 15:17:12,413 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.660
2023-07-26 15:17:12,425 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.660
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2023-07-26 15:17:12,466 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-26 15:17:12,481 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-26 15:17:12,495 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-26 15:17:12,510 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.727
2023-07-26 15:17:12,523 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.726
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2023-07-26 15:17:12,566 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-26 15:17:12,580 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-26 15:17:12,594 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-26 15:17:12,603 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.719
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2023-07-26 15:17:12,688 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.703
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2023-07-26 15:17:12,732 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.705
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2023-07-26 15:17:12,787 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.716
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2023-07-26 15:17:12,844 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 15:17:12,858 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.726
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2023-07-26 15:17:12,885 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.727
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2023-07-26 15:17:12,914 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.727
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2023-07-26 15:17:13,181 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-26 15:17:13,195 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.717
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2023-07-26 15:17:13,236 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.716
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2023-07-26 15:17:13,275 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-26 15:17:13,287 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-26 15:17:13,302 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.721
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2023-07-26 15:17:13,324 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.726
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2023-07-26 15:17:13,354 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-26 15:17:13,366 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.728
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2023-07-26 15:17:13,653 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-26 15:17:13,835 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.729
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2023-07-26 15:17:13,889 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.702
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2023-07-26 15:17:14,669 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 15:17:14,683 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.938, mIoU: 0.716
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2023-07-26 15:17:16,625 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.933, mIoU: 0.713
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2023-07-26 15:17:17,440 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 15:17:17,470 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 15:17:17,484 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.933, mIoU: 0.707
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2023-07-26 15:17:17,512 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 15:17:17,524 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 15:17:17,542 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 15:17:17,555 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.933, mIoU: 0.710
2023-07-26 15:17:17,569 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 15:17:17,585 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 15:17:17,598 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,613 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,628 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,640 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,655 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,671 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,685 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,700 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,715 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 15:17:17,730 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,746 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,761 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,775 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,789 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,803 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 15:17:17,828 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,844 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,858 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:17,873 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:17,887 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,899 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,913 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,926 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,936 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,949 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,962 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,977 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:17,992 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,007 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,023 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:18,039 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,050 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,061 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,074 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,087 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,103 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 15:17:18,116 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:18,130 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:18,146 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 15:17:18,161 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:18,176 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:18,190 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:18,202 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 15:17:18,217 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 15:17:18,231 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 15:17:18,243 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 15:17:18,258 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 15:17:18,269 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 15:17:18,283 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 15:17:18,296 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 15:17:18,310 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 15:17:18,324 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 15:17:18,339 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 15:17:18,348 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 15:17:18,360 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,374 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,389 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,400 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,413 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,426 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,441 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,456 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,470 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,479 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,494 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,509 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,521 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 15:17:18,537 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,552 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,565 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,580 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 15:17:18,593 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 15:17:18,609 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 15:17:18,624 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 15:17:18,640 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 15:17:18,656 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,670 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,683 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 15:17:18,697 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,712 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,726 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,740 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,757 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,772 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,787 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,800 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,814 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,828 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,842 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 15:17:18,856 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,871 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,883 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,898 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 15:17:18,912 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 15:17:18,924 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,938 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:17:18,949 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 15:17:18,963 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 15:17:18,976 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 15:17:18,987 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 15:17:19,000 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 15:17:19,014 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 15:17:19,029 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 15:17:19,043 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 15:17:19,058 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 15:17:19,067 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 15:17:19,083 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 15:17:19,098 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,113 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,128 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,142 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,155 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,167 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,182 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,197 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,211 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:19,224 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,237 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,251 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,265 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,280 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 15:17:19,293 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 15:17:19,309 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 15:17:19,324 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 15:17:19,339 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 15:17:19,352 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 15:17:19,367 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 15:17:19,382 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:19,395 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,410 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,424 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,439 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,453 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,466 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,481 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,496 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,512 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,522 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:19,536 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:19,551 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.730
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2023-07-26 15:17:19,578 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:19,591 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:19,605 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.730
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2023-07-26 15:17:19,635 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 15:17:19,660 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.937, mIoU: 0.729
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2023-07-26 15:17:19,875 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.938, mIoU: 0.730
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2023-07-26 15:17:19,943 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:19,957 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 15:17:19,997 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:20,011 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:20,024 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 15:17:20,101 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:17:20,115 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:20,130 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:17:20,145 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:17:20,159 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:20,172 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:20,186 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,201 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,216 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,229 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,244 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,257 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,272 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,287 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,302 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,317 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,332 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,347 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,361 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,374 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:20,388 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 15:17:20,403 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 15:17:20,420 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 15:17:20,434 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,450 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:20,460 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,473 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,488 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,502 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,516 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,529 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,543 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,558 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,574 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,589 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,605 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,618 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,632 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,645 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,659 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,673 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,687 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,701 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,715 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:20,730 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,742 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,756 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,770 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,783 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,795 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,809 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,823 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 15:17:20,838 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 15:17:20,851 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,865 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:20,880 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,895 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,908 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,921 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,929 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,944 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:20,959 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,974 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:20,989 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,004 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,018 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,034 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,049 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,061 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,076 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,090 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,107 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,122 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:21,134 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:21,148 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:21,161 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:21,174 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:21,187 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:21,200 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:21,213 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 15:17:21,227 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 15:17:21,242 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,254 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,268 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,281 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,292 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,307 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,322 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,337 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,352 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,366 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,381 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,394 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,409 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,424 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,440 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,455 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,470 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:21,486 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:21,499 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:17:21,511 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:17:21,524 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,539 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,555 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,568 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,581 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,595 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,609 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,624 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,639 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,654 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,667 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:21,682 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:17:21,694 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,709 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,723 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,737 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,753 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,766 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,781 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,796 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,808 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,821 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,836 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,851 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:21,866 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:21,881 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:21,893 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,905 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,920 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,933 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:21,948 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:21,966 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:21,979 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:21,994 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,007 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,022 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,037 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,051 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,064 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,079 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,093 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,107 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,124 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,139 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,153 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,167 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:22,181 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,196 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,212 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,225 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,239 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,251 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,266 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,279 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,292 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,307 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,322 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,335 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,350 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:22,365 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,380 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,396 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,409 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,421 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,435 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,448 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,461 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,474 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,490 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,503 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,516 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,530 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,545 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,560 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,575 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:22,588 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,601 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,616 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,631 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,646 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,661 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,673 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:22,686 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,697 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,713 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,728 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,742 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,756 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,767 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,780 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,794 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,809 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,822 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,836 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,849 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,864 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,877 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,892 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:22,904 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,919 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,934 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,948 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:22,963 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,978 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:22,993 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,008 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,022 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,037 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,052 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,066 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,081 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,095 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,108 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,122 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,136 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,153 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,166 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,182 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,197 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,208 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,222 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,237 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,251 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,264 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,279 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,293 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,305 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,319 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,335 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,349 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,362 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,374 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,390 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 15:17:23,405 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:17:23,420 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,433 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:23,447 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,462 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,477 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,492 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,504 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,519 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,532 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,546 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,560 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,572 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,587 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,600 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,615 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,630 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,645 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,659 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,674 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,688 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,701 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,717 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,731 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,747 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,763 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,773 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,788 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,800 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,815 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,830 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:17:23,845 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:23,859 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,873 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,888 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,902 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,917 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,932 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:23,945 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,960 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,975 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:23,989 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,002 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,017 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,031 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,046 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,059 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:24,073 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,088 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,101 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,115 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,130 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,144 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,158 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,171 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,185 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,201 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,215 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,230 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,245 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,259 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,272 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,285 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,299 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,313 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,325 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,340 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,355 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:17:24,369 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:17:24,385 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,397 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,410 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,426 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,440 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,453 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,468 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,481 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,496 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,510 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,525 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,540 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,554 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,564 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,579 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,594 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,607 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,621 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,636 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,651 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,664 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,678 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,693 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,708 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,722 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,737 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,753 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,768 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,781 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,795 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,810 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,823 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,836 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,850 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,865 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,880 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,887 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,899 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,912 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,924 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,935 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,950 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,964 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:24,979 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:24,990 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,003 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,018 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,028 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,044 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:17:25,056 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:17:25,071 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,086 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,101 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,116 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,127 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,140 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,156 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,170 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,185 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,199 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,211 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,221 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,231 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,244 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,255 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,269 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,281 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:25,295 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:25,309 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:25,324 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:25,337 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:25,351 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,365 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,380 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,395 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,409 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,423 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,437 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,452 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,465 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,477 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,492 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,503 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,519 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,531 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,545 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,560 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,577 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,593 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,606 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,621 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,636 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,652 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,667 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,679 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,692 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,707 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,722 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:17:25,737 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:17:25,751 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:17:25,766 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:17:25,781 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:17:25,795 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,809 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,821 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,835 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:25,845 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,858 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,872 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,883 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,897 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,911 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:25,925 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:25,940 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:25,954 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:25,969 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:25,983 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:25,995 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,010 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,022 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,037 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,051 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,064 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,078 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,091 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,105 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,119 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,134 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,150 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,166 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,179 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:17:26,192 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,207 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,219 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,232 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,247 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,261 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,276 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,288 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,301 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,316 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,331 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,345 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,358 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,371 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,385 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,401 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,416 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,431 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,446 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,461 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,476 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,490 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,506 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,521 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,535 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,551 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,564 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,579 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,593 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:17:26,608 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,619 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:17:26,633 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:17:26,648 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,663 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,676 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,690 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,703 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,717 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,731 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,745 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,760 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,772 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,786 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,801 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,814 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,828 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,840 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:17:26,849 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,863 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,877 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,890 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:17:26,904 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:26,919 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:26,931 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:26,943 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:26,958 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:26,972 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:26,986 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,003 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,016 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,033 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,047 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,059 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,074 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,089 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,104 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,116 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,129 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,144 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,159 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,174 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,189 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,203 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,218 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:27,232 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,245 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,259 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,275 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,289 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:27,303 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:27,316 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:17:27,331 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,345 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,360 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,374 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,387 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,402 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,414 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,427 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,440 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,454 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,469 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,484 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,498 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,509 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,521 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,537 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,552 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,565 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,580 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:17:27,596 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,610 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,623 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:27,637 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,652 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,665 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,679 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,691 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 15:17:27,813 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,827 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:27,841 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 15:17:27,924 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 15:17:27,950 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 15:17:27,981 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 15:17:28,091 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,105 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,117 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 15:17:28,162 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,177 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,194 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,208 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:17:28,222 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,236 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,249 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:28,262 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:28,277 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:17:28,292 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,304 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,318 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,329 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:28,343 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,358 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,372 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,384 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,399 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,414 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,429 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,440 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,455 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,469 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,480 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,494 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,509 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,523 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,536 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,548 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,562 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,576 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,590 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,603 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,618 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,630 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,645 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,660 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,675 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,689 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 15:17:28,704 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,721 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,734 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,749 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,764 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,779 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,795 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,808 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,821 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,837 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,851 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,866 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,879 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,892 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,907 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:28,921 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:28,933 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:28,946 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:28,960 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:28,974 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:28,988 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,002 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,017 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,032 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,044 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,058 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,073 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,087 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,102 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,117 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,132 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,148 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,163 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,178 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,193 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,209 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,225 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,240 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,255 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,268 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,282 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,297 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,309 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,321 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,336 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,350 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,362 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,376 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,391 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,405 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,418 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,432 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,447 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,461 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,474 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,487 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,500 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,513 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,526 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,541 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,556 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,569 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,582 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,597 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,608 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,622 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,637 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,653 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,668 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,683 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,695 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,710 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:17:29,724 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,737 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,752 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,767 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,783 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,795 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,810 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,825 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,839 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,853 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,866 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:29,881 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:29,896 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,911 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,926 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,938 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,953 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,968 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,983 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:29,997 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,012 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,027 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,042 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,053 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,066 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,079 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,091 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:17:30,107 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,122 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,135 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,148 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,160 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,173 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,187 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,201 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,216 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,230 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,243 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,257 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,271 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,284 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,298 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,313 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,326 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,340 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,352 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,367 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,381 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,396 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,410 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,423 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,435 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,450 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:17:30,464 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,478 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,492 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,505 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:30,520 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,535 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,550 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:30,564 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,579 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,596 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,611 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,626 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,641 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,650 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,665 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,678 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,691 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,705 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,720 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:30,734 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,749 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,764 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,778 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,793 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,806 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,820 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,836 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,850 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,865 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,879 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,896 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 15:17:30,910 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,925 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,940 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,955 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,968 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,981 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:30,996 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,012 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,027 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,042 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,057 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,072 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,087 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,099 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,113 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,126 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,140 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,156 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,170 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,185 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,197 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,211 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,226 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,242 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,256 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,270 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,285 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,300 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,313 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 15:17:31,328 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,341 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,356 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,371 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,386 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,402 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,417 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,431 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,440 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,455 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,468 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,483 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,498 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,512 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,526 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,537 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,546 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,562 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,576 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,591 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,603 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,617 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,631 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,644 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,658 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,673 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,686 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,700 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,713 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,728 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,743 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,757 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,770 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,785 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,799 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 15:17:31,813 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,829 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,842 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,856 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,870 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 15:17:31,887 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 15:17:48,497 semantic_segmentation INFO: Iters: 112810/150000 || Lr: 0.005701 || Task Loss: 0.2340 || KD Loss: 0.0370|| 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, 4:31:32 || Estimated Time: 17:18:57
2023-07-26 15:18:04,972 semantic_segmentation INFO: Iters: 112820/150000 || Lr: 0.005700 || Task Loss: 0.4704 || KD Loss: 0.0669|| 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: 2 days, 4:31:49 || Estimated Time: 17:18:41
2023-07-26 15:18:21,424 semantic_segmentation INFO: Iters: 112830/150000 || Lr: 0.005698 || Task Loss: 0.4886 || KD Loss: 0.0713|| 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, 4:32:05 || Estimated Time: 17:18:24
2023-07-26 15:18:37,984 semantic_segmentation INFO: Iters: 112840/150000 || Lr: 0.005697 || Task Loss: 0.2954 || KD Loss: 0.0505|| 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, 4:32:22 || Estimated Time: 17:18:07
2023-07-26 15:18:54,528 semantic_segmentation INFO: Iters: 112850/150000 || Lr: 0.005695 || Task Loss: 0.3019 || KD Loss: 0.0408|| 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, 4:32:39 || Estimated Time: 17:17:50
2023-07-26 15:19:11,005 semantic_segmentation INFO: Iters: 112860/150000 || Lr: 0.005694 || Task Loss: 0.4081 || KD Loss: 0.0456|| 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: 2 days, 4:32:55 || Estimated Time: 17:17:33
2023-07-26 15:19:27,556 semantic_segmentation INFO: Iters: 112870/150000 || Lr: 0.005693 || Task Loss: 0.2562 || KD Loss: 0.0328|| 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, 4:33:12 || Estimated Time: 17:17:16
2023-07-26 15:19:44,109 semantic_segmentation INFO: Iters: 112880/150000 || Lr: 0.005691 || Task Loss: 0.3269 || KD Loss: 0.0543|| 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, 4:33:28 || Estimated Time: 17:17:00
2023-07-26 15:20:00,681 semantic_segmentation INFO: Iters: 112890/150000 || Lr: 0.005690 || Task Loss: 0.3316 || KD Loss: 0.0536|| 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, 4:33:45 || Estimated Time: 17:16:43
2023-07-26 15:20:17,215 semantic_segmentation INFO: Iters: 112900/150000 || Lr: 0.005688 || Task Loss: 0.3877 || KD Loss: 0.0445|| 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, 4:34:01 || Estimated Time: 17:16:26
2023-07-26 15:20:33,702 semantic_segmentation INFO: Iters: 112910/150000 || Lr: 0.005687 || Task Loss: 0.2561 || KD Loss: 0.0384|| 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, 4:34:18 || Estimated Time: 17:16:09
2023-07-26 15:20:50,306 semantic_segmentation INFO: Iters: 112920/150000 || Lr: 0.005686 || Task Loss: 0.2869 || KD Loss: 0.0389|| 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, 4:34:34 || Estimated Time: 17:15:52
2023-07-26 15:21:06,848 semantic_segmentation INFO: Iters: 112930/150000 || Lr: 0.005684 || Task Loss: 0.2174 || KD Loss: 0.0388|| 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, 4:34:51 || Estimated Time: 17:15:35
2023-07-26 15:21:23,394 semantic_segmentation INFO: Iters: 112940/150000 || Lr: 0.005683 || Task Loss: 0.2948 || KD Loss: 0.0410|| 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, 4:35:07 || Estimated Time: 17:15:19
2023-07-26 15:21:40,246 semantic_segmentation INFO: Iters: 112950/150000 || Lr: 0.005682 || Task Loss: 0.2984 || KD Loss: 0.0406|| 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, 4:35:24 || Estimated Time: 17:15:02
2023-07-26 15:21:57,260 semantic_segmentation INFO: Iters: 112960/150000 || Lr: 0.005680 || Task Loss: 0.2562 || KD Loss: 0.0484|| 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, 4:35:41 || Estimated Time: 17:14:45
2023-07-26 15:22:13,711 semantic_segmentation INFO: Iters: 112970/150000 || Lr: 0.005679 || Task Loss: 0.2631 || KD Loss: 0.0337|| 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, 4:35:58 || Estimated Time: 17:14:28
2023-07-26 15:22:30,304 semantic_segmentation INFO: Iters: 112980/150000 || Lr: 0.005677 || Task Loss: 0.2520 || KD Loss: 0.0372|| 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, 4:36:14 || Estimated Time: 17:14:11
2023-07-26 15:22:46,935 semantic_segmentation INFO: Iters: 112990/150000 || Lr: 0.005676 || Task Loss: 0.3264 || KD Loss: 0.0578|| 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, 4:36:31 || Estimated Time: 17:13:55
2023-07-26 15:23:03,457 semantic_segmentation INFO: Iters: 113000/150000 || Lr: 0.005675 || Task Loss: 0.4136 || KD Loss: 0.0598|| 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, 4:36:47 || Estimated Time: 17:13:38
2023-07-26 15:23:20,007 semantic_segmentation INFO: Iters: 113010/150000 || Lr: 0.005673 || Task Loss: 0.4085 || KD Loss: 0.0914|| 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, 4:37:04 || Estimated Time: 17:13:21
2023-07-26 15:23:36,585 semantic_segmentation INFO: Iters: 113020/150000 || Lr: 0.005672 || Task Loss: 0.3094 || KD Loss: 0.0345|| 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, 4:37:21 || Estimated Time: 17:13:04
2023-07-26 15:23:53,225 semantic_segmentation INFO: Iters: 113030/150000 || Lr: 0.005671 || Task Loss: 0.4814 || KD Loss: 0.0749|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 4:37:37 || Estimated Time: 17:12:47
2023-07-26 15:24:09,921 semantic_segmentation INFO: Iters: 113040/150000 || Lr: 0.005669 || Task Loss: 0.3369 || 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, 4:37:54 || Estimated Time: 17:12:31
2023-07-26 15:24:26,551 semantic_segmentation INFO: Iters: 113050/150000 || Lr: 0.005668 || Task Loss: 0.3875 || KD Loss: 0.0441|| 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, 4:38:11 || Estimated Time: 17:12:14
2023-07-26 15:24:43,158 semantic_segmentation INFO: Iters: 113060/150000 || Lr: 0.005666 || Task Loss: 0.2250 || KD Loss: 0.0225|| 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, 4:38:27 || Estimated Time: 17:11:57
2023-07-26 15:24:59,738 semantic_segmentation INFO: Iters: 113070/150000 || Lr: 0.005665 || Task Loss: 0.4413 || KD Loss: 0.1488|| 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, 4:38:44 || Estimated Time: 17:11:40
2023-07-26 15:25:16,323 semantic_segmentation INFO: Iters: 113080/150000 || Lr: 0.005664 || Task Loss: 0.4016 || KD Loss: 0.0858|| 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, 4:39:00 || Estimated Time: 17:11:23
2023-07-26 15:25:32,970 semantic_segmentation INFO: Iters: 113090/150000 || Lr: 0.005662 || Task Loss: 0.2941 || KD Loss: 0.0713|| 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, 4:39:17 || Estimated Time: 17:11:07
2023-07-26 15:25:49,558 semantic_segmentation INFO: Iters: 113100/150000 || Lr: 0.005661 || Task Loss: 0.2690 || KD Loss: 0.0459|| 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, 4:39:34 || Estimated Time: 17:10:50
2023-07-26 15:26:06,202 semantic_segmentation INFO: Iters: 113110/150000 || Lr: 0.005659 || Task Loss: 0.4561 || KD Loss: 0.0430|| 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, 4:39:50 || Estimated Time: 17:10:33
2023-07-26 15:26:22,882 semantic_segmentation INFO: Iters: 113120/150000 || Lr: 0.005658 || Task Loss: 0.3460 || KD Loss: 0.0408|| 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, 4:40:07 || Estimated Time: 17:10:16
2023-07-26 15:26:39,434 semantic_segmentation INFO: Iters: 113130/150000 || Lr: 0.005657 || Task Loss: 0.3557 || KD Loss: 0.0549|| 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, 4:40:23 || Estimated Time: 17:09:59
2023-07-26 15:26:55,948 semantic_segmentation INFO: Iters: 113140/150000 || Lr: 0.005655 || Task Loss: 0.3161 || KD Loss: 0.0603|| 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, 4:40:40 || Estimated Time: 17:09:42
2023-07-26 15:27:12,446 semantic_segmentation INFO: Iters: 113150/150000 || Lr: 0.005654 || Task Loss: 0.4976 || KD Loss: 0.0861|| 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: 2 days, 4:40:56 || Estimated Time: 17:09:26
2023-07-26 15:27:28,997 semantic_segmentation INFO: Iters: 113160/150000 || Lr: 0.005653 || Task Loss: 0.1887 || KD Loss: 0.0335|| 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, 4:41:13 || Estimated Time: 17:09:09
2023-07-26 15:27:45,446 semantic_segmentation INFO: Iters: 113170/150000 || Lr: 0.005651 || Task Loss: 0.3098 || KD Loss: 0.0526|| 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, 4:41:29 || Estimated Time: 17:08:52
2023-07-26 15:28:02,007 semantic_segmentation INFO: Iters: 113180/150000 || Lr: 0.005650 || Task Loss: 0.2516 || KD Loss: 0.0454|| 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, 4:41:46 || Estimated Time: 17:08:35
2023-07-26 15:28:18,399 semantic_segmentation INFO: Iters: 113190/150000 || Lr: 0.005648 || Task Loss: 0.2458 || KD Loss: 0.0353|| 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, 4:42:02 || Estimated Time: 17:08:18
2023-07-26 15:28:34,951 semantic_segmentation INFO: Iters: 113200/150000 || Lr: 0.005647 || Task Loss: 0.3946 || KD Loss: 0.0496|| 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: 2 days, 4:42:19 || Estimated Time: 17:08:01
2023-07-26 15:28:51,369 semantic_segmentation INFO: Iters: 113210/150000 || Lr: 0.005646 || Task Loss: 0.2855 || KD Loss: 0.0473|| 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, 4:42:35 || Estimated Time: 17:07:45
2023-07-26 15:29:07,844 semantic_segmentation INFO: Iters: 113220/150000 || Lr: 0.005644 || Task Loss: 0.2814 || KD Loss: 0.0402|| 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, 4:42:52 || Estimated Time: 17:07:28
2023-07-26 15:29:24,301 semantic_segmentation INFO: Iters: 113230/150000 || Lr: 0.005643 || Task Loss: 0.3408 || KD Loss: 0.0335|| 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, 4:43:08 || Estimated Time: 17:07:11
2023-07-26 15:29:40,710 semantic_segmentation INFO: Iters: 113240/150000 || Lr: 0.005642 || Task Loss: 0.2505 || KD Loss: 0.0218|| 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, 4:43:25 || Estimated Time: 17:06:54
2023-07-26 15:29:57,235 semantic_segmentation INFO: Iters: 113250/150000 || Lr: 0.005640 || Task Loss: 0.4926 || KD Loss: 0.0663|| 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, 4:43:41 || Estimated Time: 17:06:37
2023-07-26 15:30:13,659 semantic_segmentation INFO: Iters: 113260/150000 || Lr: 0.005639 || Task Loss: 0.3052 || KD Loss: 0.0439|| 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, 4:43:58 || Estimated Time: 17:06:20
2023-07-26 15:30:30,269 semantic_segmentation INFO: Iters: 113270/150000 || Lr: 0.005637 || Task Loss: 0.3031 || KD Loss: 0.0366|| 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, 4:44:14 || Estimated Time: 17:06:03
2023-07-26 15:30:46,644 semantic_segmentation INFO: Iters: 113280/150000 || Lr: 0.005636 || Task Loss: 0.3241 || KD Loss: 0.0444|| 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, 4:44:31 || Estimated Time: 17:05:47
2023-07-26 15:31:06,043 semantic_segmentation INFO: Iters: 113290/150000 || Lr: 0.005635 || Task Loss: 0.2223 || KD Loss: 0.0324|| 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, 4:44:50 || Estimated Time: 17:05:31
2023-07-26 15:31:23,083 semantic_segmentation INFO: Iters: 113300/150000 || Lr: 0.005633 || Task Loss: 0.3315 || KD Loss: 0.0377|| 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, 4:45:07 || Estimated Time: 17:05:14
2023-07-26 15:31:39,490 semantic_segmentation INFO: Iters: 113310/150000 || Lr: 0.005632 || Task Loss: 0.2283 || KD Loss: 0.0352|| 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, 4:45:23 || Estimated Time: 17:04:57
2023-07-26 15:31:55,885 semantic_segmentation INFO: Iters: 113320/150000 || Lr: 0.005630 || Task Loss: 0.3428 || KD Loss: 0.0422|| 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, 4:45:40 || Estimated Time: 17:04:40
2023-07-26 15:32:12,439 semantic_segmentation INFO: Iters: 113330/150000 || Lr: 0.005629 || Task Loss: 0.2723 || KD Loss: 0.0354|| 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, 4:45:56 || Estimated Time: 17:04:23
2023-07-26 15:32:28,848 semantic_segmentation INFO: Iters: 113340/150000 || Lr: 0.005628 || Task Loss: 0.3328 || KD Loss: 0.0302|| 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, 4:46:13 || Estimated Time: 17:04:06
2023-07-26 15:32:45,270 semantic_segmentation INFO: Iters: 113350/150000 || Lr: 0.005626 || Task Loss: 0.2819 || KD Loss: 0.0290|| 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, 4:46:29 || Estimated Time: 17:03:50
2023-07-26 15:33:01,825 semantic_segmentation INFO: Iters: 113360/150000 || Lr: 0.005625 || Task Loss: 0.3170 || KD Loss: 0.0325|| 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, 4:46:46 || Estimated Time: 17:03:33
2023-07-26 15:33:18,334 semantic_segmentation INFO: Iters: 113370/150000 || Lr: 0.005624 || Task Loss: 0.3226 || KD Loss: 0.0518|| 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, 4:47:02 || Estimated Time: 17:03:16
2023-07-26 15:33:34,777 semantic_segmentation INFO: Iters: 113380/150000 || Lr: 0.005622 || Task Loss: 0.3000 || KD Loss: 0.0549|| 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, 4:47:19 || Estimated Time: 17:02:59
2023-07-26 15:33:51,192 semantic_segmentation INFO: Iters: 113390/150000 || Lr: 0.005621 || Task Loss: 0.3733 || KD Loss: 0.0618|| 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, 4:47:35 || Estimated Time: 17:02:42
2023-07-26 15:34:07,517 semantic_segmentation INFO: Iters: 113400/150000 || Lr: 0.005619 || Task Loss: 0.3445 || KD Loss: 0.0502|| 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, 4:47:51 || Estimated Time: 17:02:25
2023-07-26 15:34:24,341 semantic_segmentation INFO: Iters: 113410/150000 || Lr: 0.005618 || Task Loss: 0.3600 || KD Loss: 0.0357|| 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, 4:48:08 || Estimated Time: 17:02:09
2023-07-26 15:34:40,727 semantic_segmentation INFO: Iters: 113420/150000 || Lr: 0.005617 || Task Loss: 0.3092 || KD Loss: 0.0504|| 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, 4:48:25 || Estimated Time: 17:01:52
2023-07-26 15:34:57,183 semantic_segmentation INFO: Iters: 113430/150000 || Lr: 0.005615 || Task Loss: 0.3449 || KD Loss: 0.0542|| 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, 4:48:41 || Estimated Time: 17:01:35
2023-07-26 15:35:13,705 semantic_segmentation INFO: Iters: 113440/150000 || Lr: 0.005614 || Task Loss: 0.2859 || KD Loss: 0.0376|| 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, 4:48:58 || Estimated Time: 17:01:18
2023-07-26 15:35:30,272 semantic_segmentation INFO: Iters: 113450/150000 || Lr: 0.005613 || Task Loss: 0.3546 || KD Loss: 0.0473|| 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, 4:49:14 || Estimated Time: 17:01:01
2023-07-26 15:35:46,817 semantic_segmentation INFO: Iters: 113460/150000 || Lr: 0.005611 || Task Loss: 0.2243 || KD Loss: 0.0347|| 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, 4:49:31 || Estimated Time: 17:00:44
2023-07-26 15:36:03,283 semantic_segmentation INFO: Iters: 113470/150000 || Lr: 0.005610 || Task Loss: 0.3008 || KD Loss: 0.0390|| 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, 4:49:47 || Estimated Time: 17:00:27
2023-07-26 15:36:19,869 semantic_segmentation INFO: Iters: 113480/150000 || Lr: 0.005608 || Task Loss: 0.3045 || KD Loss: 0.0342|| 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, 4:50:04 || Estimated Time: 17:00:11
2023-07-26 15:36:36,450 semantic_segmentation INFO: Iters: 113490/150000 || Lr: 0.005607 || Task Loss: 0.2689 || KD Loss: 0.0316|| 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, 4:50:20 || Estimated Time: 16:59:54
2023-07-26 15:36:53,044 semantic_segmentation INFO: Iters: 113500/150000 || Lr: 0.005606 || Task Loss: 0.2035 || KD Loss: 0.0242|| 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, 4:50:37 || Estimated Time: 16:59:37
2023-07-26 15:37:09,589 semantic_segmentation INFO: Iters: 113510/150000 || Lr: 0.005604 || Task Loss: 0.2368 || KD Loss: 0.0309|| 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, 4:50:54 || Estimated Time: 16:59:20
2023-07-26 15:37:26,065 semantic_segmentation INFO: Iters: 113520/150000 || Lr: 0.005603 || Task Loss: 0.2813 || KD Loss: 0.0344|| 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, 4:51:10 || Estimated Time: 16:59:03
2023-07-26 15:37:42,646 semantic_segmentation INFO: Iters: 113530/150000 || Lr: 0.005601 || Task Loss: 0.2238 || KD Loss: 0.0229|| 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, 4:51:27 || Estimated Time: 16:58:47
2023-07-26 15:37:59,161 semantic_segmentation INFO: Iters: 113540/150000 || Lr: 0.005600 || Task Loss: 0.3643 || KD Loss: 0.0587|| 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, 4:51:43 || Estimated Time: 16:58:30
2023-07-26 15:38:15,743 semantic_segmentation INFO: Iters: 113550/150000 || Lr: 0.005599 || Task Loss: 0.2791 || KD Loss: 0.0478|| 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, 4:52:00 || Estimated Time: 16:58:13
2023-07-26 15:38:32,324 semantic_segmentation INFO: Iters: 113560/150000 || Lr: 0.005597 || Task Loss: 0.2338 || KD Loss: 0.0434|| 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, 4:52:16 || Estimated Time: 16:57:56
2023-07-26 15:38:48,903 semantic_segmentation INFO: Iters: 113570/150000 || Lr: 0.005596 || Task Loss: 0.3186 || KD Loss: 0.0406|| 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, 4:52:33 || Estimated Time: 16:57:39
2023-07-26 15:39:05,467 semantic_segmentation INFO: Iters: 113580/150000 || Lr: 0.005595 || Task Loss: 0.2527 || KD Loss: 0.0394|| 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, 4:52:49 || Estimated Time: 16:57:22
2023-07-26 15:39:21,933 semantic_segmentation INFO: Iters: 113590/150000 || Lr: 0.005593 || Task Loss: 0.4273 || KD Loss: 0.0663|| 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, 4:53:06 || Estimated Time: 16:57:06
2023-07-26 15:39:38,516 semantic_segmentation INFO: Iters: 113600/150000 || Lr: 0.005592 || Task Loss: 0.2794 || KD Loss: 0.0503|| 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, 4:53:22 || Estimated Time: 16:56:49
2023-07-26 15:39:38,629 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 15:39:39,074 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 15:39:39,091 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-26 15:39:39,103 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-26 15:39:39,117 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-26 15:39:39,130 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.247
2023-07-26 15:39:39,142 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.291
2023-07-26 15:39:39,155 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.335
2023-07-26 15:39:39,169 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.339
2023-07-26 15:39:39,181 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.379
2023-07-26 15:39:39,195 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.420
2023-07-26 15:39:39,209 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.421
2023-07-26 15:39:39,223 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.468
2023-07-26 15:39:39,235 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.457
2023-07-26 15:39:39,249 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.439
2023-07-26 15:39:39,263 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.439
2023-07-26 15:39:39,275 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.432
2023-07-26 15:39:39,286 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.417
2023-07-26 15:39:39,299 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.418
2023-07-26 15:39:39,313 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.427
2023-07-26 15:39:39,329 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.481
2023-07-26 15:39:39,343 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.483
2023-07-26 15:39:39,358 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.491
2023-07-26 15:39:39,372 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.515
2023-07-26 15:39:39,388 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.515
2023-07-26 15:39:39,404 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.515
2023-07-26 15:39:39,418 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.520
2023-07-26 15:39:39,432 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.523
2023-07-26 15:39:39,443 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.525
2023-07-26 15:39:39,458 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.517
2023-07-26 15:39:39,473 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.517
2023-07-26 15:39:39,486 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.517
2023-07-26 15:39:39,501 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.515
2023-07-26 15:39:39,515 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.531
2023-07-26 15:39:39,530 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.528
2023-07-26 15:39:39,544 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.564
2023-07-26 15:39:39,558 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.564
2023-07-26 15:39:39,571 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.564
2023-07-26 15:39:39,584 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.608
2023-07-26 15:39:39,599 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.611
2023-07-26 15:39:39,612 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.610
2023-07-26 15:39:39,626 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.630
2023-07-26 15:39:39,640 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.630
2023-07-26 15:39:39,655 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.625
2023-07-26 15:39:39,668 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.625
2023-07-26 15:39:39,684 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-26 15:39:39,699 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.642
2023-07-26 15:39:39,712 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-26 15:39:39,724 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-26 15:39:39,739 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.650
2023-07-26 15:39:39,755 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.644
2023-07-26 15:39:39,771 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.644
2023-07-26 15:39:39,786 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-26 15:39:39,799 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.640
2023-07-26 15:39:39,816 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-26 15:39:39,831 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.647
2023-07-26 15:39:39,844 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 15:39:39,860 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 15:39:39,876 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.645
2023-07-26 15:39:39,889 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.645
2023-07-26 15:39:39,904 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-26 15:39:39,917 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-26 15:39:39,932 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-26 15:39:39,944 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-26 15:39:39,962 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-26 15:39:39,975 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-26 15:39:39,989 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-26 15:39:40,004 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-26 15:39:40,017 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-26 15:39:40,033 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-26 15:39:40,048 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-26 15:39:40,064 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-26 15:39:40,078 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-26 15:39:40,094 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 15:39:40,109 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-26 15:39:40,124 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-26 15:39:40,140 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.753
2023-07-26 15:39:40,155 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-26 15:39:40,164 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 15:39:40,180 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 15:39:40,196 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 15:39:40,210 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 15:39:40,224 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 15:39:40,238 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 15:39:40,253 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 15:39:40,268 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 15:39:40,282 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 15:39:40,297 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-26 15:39:40,311 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-26 15:39:40,325 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:40,338 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:40,352 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:40,367 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:40,381 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:40,396 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:40,410 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 15:39:40,425 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:40,438 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:39:40,452 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:40,467 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,481 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,496 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,510 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,524 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 15:39:40,539 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,554 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:40,567 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:40,583 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:40,598 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:40,611 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-26 15:39:40,624 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 15:39:40,636 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:40,648 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 15:39:40,662 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 15:39:40,676 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 15:39:40,691 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.739
2023-07-26 15:39:40,703 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.739
2023-07-26 15:39:40,715 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-26 15:39:40,729 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-26 15:39:40,742 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-26 15:39:40,755 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 15:39:40,770 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 15:39:40,782 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 15:39:40,795 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-26 15:39:40,809 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-26 15:39:40,824 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-26 15:39:40,834 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-26 15:39:40,845 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-26 15:39:40,861 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.729
2023-07-26 15:39:40,870 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-26 15:39:40,883 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-26 15:39:40,898 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-26 15:39:40,912 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-26 15:39:40,925 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-26 15:39:40,940 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.736
2023-07-26 15:39:40,952 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-26 15:39:40,965 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.736
2023-07-26 15:39:40,980 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-26 15:39:40,993 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-26 15:39:41,008 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.731
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2023-07-26 15:39:44,187 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.936, mIoU: 0.729
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2023-07-26 15:39:44,216 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 15:39:44,272 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 15:39:44,389 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 15:39:44,509 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 15:39:44,734 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 15:39:44,747 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 15:39:44,820 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 15:39:44,834 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 15:39:45,003 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.936, mIoU: 0.719
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2023-07-26 15:39:45,177 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 15:39:45,192 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 15:39:45,235 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 15:39:45,249 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 15:39:45,280 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 15:39:45,295 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 15:39:45,572 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 15:39:45,635 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 15:39:45,805 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.725
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2023-07-26 15:39:45,905 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 15:39:45,943 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 15:39:46,122 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.732
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2023-07-26 15:39:46,565 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,578 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,593 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,608 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,622 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,637 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,646 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 15:39:46,660 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 15:39:46,676 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 15:39:46,691 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 15:39:46,706 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 15:39:46,722 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,734 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,748 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,763 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,778 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,794 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,807 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,821 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,836 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,851 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,866 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:46,879 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:46,896 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,913 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,930 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,943 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,959 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:46,974 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:46,986 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,001 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,015 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,030 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,044 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,057 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,072 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,087 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 15:39:47,103 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,113 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:39:47,127 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:39:47,143 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,155 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,169 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,182 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,196 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,211 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,226 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,238 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,251 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:39:47,264 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 15:39:47,278 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,293 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,308 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,322 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,336 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,349 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,364 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,379 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,393 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,408 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,423 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,438 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,454 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,469 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,481 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,497 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,512 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,526 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 15:39:47,541 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,557 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,569 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 15:39:47,585 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,600 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,614 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,626 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,640 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,653 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,668 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 15:39:47,682 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:39:47,696 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 15:39:47,711 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:47,725 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:47,739 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:47,752 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:47,764 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:47,778 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:47,793 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 15:39:47,808 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 15:39:47,821 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 15:39:47,836 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 15:39:47,849 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,863 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,878 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,894 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,908 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,924 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,941 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,955 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:47,969 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 15:39:47,983 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 15:39:47,999 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 15:39:48,017 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 15:39:48,032 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 15:39:48,048 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 15:39:48,059 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 15:39:48,073 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,089 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,103 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,117 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,131 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,144 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,159 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,176 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 15:39:48,191 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 15:39:48,206 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:48,219 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:48,233 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:48,246 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:48,260 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 15:39:48,275 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 15:39:48,290 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,305 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,319 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,334 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,346 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,361 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,376 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,388 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,402 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,416 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 15:39:48,432 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 15:39:48,460 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,475 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 15:39:48,505 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 15:39:48,531 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,539 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 15:39:48,569 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,585 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 15:39:48,601 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 15:39:48,630 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 15:39:48,702 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 15:39:49,127 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 15:39:49,170 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 15:39:49,210 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 15:39:49,253 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 15:39:49,268 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 15:39:49,295 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 15:39:49,308 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 15:39:49,322 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,336 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,350 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,366 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,378 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,394 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,409 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,422 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,435 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,451 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,467 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,483 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,498 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,510 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,524 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,538 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:49,552 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 15:39:49,567 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 15:39:49,584 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:49,598 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:49,614 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,627 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,642 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,657 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,670 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,683 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,697 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,712 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,726 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,741 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,755 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,769 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,782 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,796 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,811 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,827 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,841 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,855 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,869 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:49,885 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,898 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,912 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,927 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,942 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,956 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,973 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:49,989 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:50,005 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,021 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,033 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,045 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,059 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,071 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,083 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,096 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:50,111 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,123 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,136 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:50,149 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,164 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,178 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,193 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,206 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,219 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,234 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,248 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,263 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,278 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,291 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:50,304 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,315 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,331 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,346 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,361 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,375 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,386 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,399 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,414 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,429 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,442 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,456 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,469 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,484 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,497 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,511 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,524 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,538 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,553 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:50,566 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,581 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,595 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,609 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,624 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,638 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,652 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,667 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,682 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,697 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,712 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,726 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,739 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,752 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,768 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,783 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,799 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,814 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,825 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,840 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,856 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,870 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,883 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,898 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,912 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,925 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,939 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:50,954 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,969 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:50,984 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:50,995 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,011 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:51,025 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:51,040 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:51,052 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:51,067 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:51,081 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:51,096 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:51,111 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,123 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,138 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,151 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,165 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,179 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,191 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,206 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,220 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,235 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,249 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,264 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,278 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,292 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,307 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,322 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,339 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,354 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,370 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,385 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,395 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,409 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,423 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,438 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,453 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,468 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,482 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,496 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,510 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,524 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,539 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,554 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,567 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,581 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,595 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 15:39:51,610 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:51,622 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,636 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:51,651 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:51,665 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,678 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,692 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,707 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,721 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,736 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,751 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,763 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,777 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,790 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,804 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,819 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,834 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,849 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,864 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,879 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,892 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,905 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,919 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,932 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,944 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,959 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:51,973 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:51,990 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,006 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,019 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,031 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,046 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,061 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,073 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,087 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,101 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,116 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,130 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,146 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,161 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,176 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,185 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,201 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,217 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,230 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,244 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,259 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,274 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,287 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,301 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,316 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,331 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,345 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,359 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,375 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,390 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,402 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,416 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,430 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,444 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:52,456 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,470 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,485 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,499 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,506 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,519 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,531 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,543 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,554 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,569 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,583 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,597 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,609 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,622 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,636 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,646 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,661 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,674 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,688 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,703 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,718 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,733 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:52,745 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,758 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,773 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,788 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,803 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,817 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,830 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,840 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,852 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,865 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,876 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,891 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:52,903 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:52,918 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:52,933 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:52,947 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:52,961 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:52,975 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:52,989 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,004 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,020 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,033 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,047 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,061 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,076 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,088 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,101 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,115 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,127 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,143 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,156 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,170 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,185 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,203 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,218 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,231 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,246 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,261 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,276 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:53,291 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:53,303 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:53,316 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 15:39:53,331 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 15:39:53,346 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 15:39:53,361 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 15:39:53,376 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 15:39:53,391 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 15:39:53,407 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 15:39:53,421 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,436 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,449 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,464 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,474 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,487 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,502 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,514 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,529 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 15:39:53,543 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:53,558 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,573 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,588 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,602 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,616 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,628 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,643 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,655 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,670 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,684 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,696 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,711 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,724 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,739 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,754 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,770 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,785 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,800 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,813 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,826 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,841 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,854 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,867 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,883 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,898 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,913 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,926 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:53,938 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 15:39:53,953 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:53,968 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:53,982 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:53,995 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,008 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,024 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,038 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,053 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,067 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,081 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,095 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,109 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,123 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,138 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:54,152 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:54,167 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:54,181 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 15:39:54,194 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,209 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,225 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 15:39:54,240 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:54,253 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 15:39:54,267 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,282 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,297 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,310 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,325 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,340 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,354 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,369 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,384 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,399 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,412 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:54,427 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:54,443 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,456 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,471 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,484 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 15:39:54,492 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:54,507 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,522 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,535 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,549 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,564 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,576 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:39:54,589 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:39:54,603 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 15:39:54,617 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,632 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,648 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,661 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,677 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,691 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,703 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,718 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,732 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,747 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,759 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,772 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,787 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,802 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,816 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,831 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,844 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:54,859 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:54,872 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,885 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,901 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,916 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,931 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,946 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,959 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:54,974 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:54,989 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,004 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,020 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,034 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,050 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,063 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,076 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,087 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,102 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,116 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,130 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,145 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,155 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,168 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 15:39:55,184 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:55,199 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:55,212 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:55,228 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:55,244 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,259 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,273 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 15:39:55,287 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,302 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,315 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,329 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,342 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,355 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,370 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,384 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,399 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,413 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,426 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,440 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,455 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,467 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,481 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:55,496 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,510 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,524 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,536 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,549 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,563 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,578 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,592 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,606 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,620 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,637 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,651 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,662 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,677 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,692 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,707 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,723 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,736 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,751 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,765 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,777 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 15:39:55,820 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,834 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,849 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,862 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,876 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,890 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,902 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:55,915 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,929 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,944 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,956 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,970 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,981 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:55,995 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,010 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,024 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,037 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,053 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,068 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,083 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,094 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,108 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,122 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,132 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,146 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,161 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 15:39:56,175 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,188 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,200 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,215 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,230 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,244 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,257 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,272 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,285 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,298 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,313 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,328 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,343 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:56,357 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,373 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,386 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,401 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,415 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,430 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,444 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:56,457 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,470 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,486 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,500 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,515 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,528 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,541 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,555 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,570 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,582 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,595 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,610 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,624 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,639 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,653 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,668 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,683 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,696 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,710 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,725 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,738 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,753 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,767 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,782 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,796 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,811 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 15:39:56,826 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,841 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,855 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,870 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:56,885 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,900 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,914 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,930 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,944 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,957 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,970 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:56,985 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,000 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,013 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,028 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,043 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,058 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:57,073 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:57,088 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,103 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,117 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,130 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,143 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,155 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,168 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,181 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,195 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,210 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,224 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,237 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,252 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,264 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,278 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,293 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,309 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,323 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:57,338 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,352 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,367 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 15:39:57,382 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,395 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,410 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,424 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,439 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,452 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,466 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,481 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,494 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,508 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,520 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,535 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,549 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,563 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,577 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,589 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,603 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,618 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,633 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:57,649 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:57,663 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,678 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,694 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,704 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,719 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,733 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 15:39:57,746 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 15:39:57,763 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,778 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,793 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,806 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,818 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,831 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,845 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,859 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,873 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,887 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,900 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,914 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,928 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,941 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 15:39:57,955 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,969 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,981 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:57,995 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,006 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,021 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,035 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,049 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,066 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,080 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,092 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,106 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 15:39:58,120 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,134 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,147 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,160 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,174 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,189 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,203 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,215 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,230 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,247 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,262 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 15:39:58,277 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:58,292 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,300 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,315 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,327 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,340 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,355 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,370 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:58,384 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:58,399 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 15:39:58,414 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,429 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 15:39:58,444 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,457 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,472 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,489 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,504 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,519 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,534 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,550 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,563 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,577 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,592 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,606 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,619 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,631 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,646 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,661 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,676 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 15:39:58,690 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,705 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,720 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,736 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,749 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,763 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,776 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,791 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,806 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,821 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,836 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,848 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,863 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,877 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,892 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,906 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,920 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,935 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,949 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,961 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,976 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:58,988 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,002 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,017 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,031 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,045 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,059 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,074 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,084 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,100 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,112 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,127 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,141 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,156 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,170 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,181 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,191 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,207 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,221 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,237 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,249 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,264 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,278 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,291 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,306 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,320 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,334 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,348 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,360 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,374 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,389 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,403 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,415 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,430 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,444 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,458 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,474 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:39:59,486 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,500 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:39:59,514 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 15:39:59,531 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 15:40:16,249 semantic_segmentation INFO: Iters: 113610/150000 || Lr: 0.005590 || Task Loss: 0.1746 || KD Loss: 0.0273|| 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, 4:54:00 || Estimated Time: 16:56:39
2023-07-26 15:40:32,757 semantic_segmentation INFO: Iters: 113620/150000 || Lr: 0.005589 || Task Loss: 0.2702 || KD Loss: 0.0504|| 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, 4:54:17 || Estimated Time: 16:56:22
2023-07-26 15:40:49,362 semantic_segmentation INFO: Iters: 113630/150000 || Lr: 0.005588 || Task Loss: 0.4327 || KD Loss: 0.0494|| 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, 4:54:33 || Estimated Time: 16:56:05
2023-07-26 15:41:06,058 semantic_segmentation INFO: Iters: 113640/150000 || Lr: 0.005586 || Task Loss: 0.2560 || KD Loss: 0.0334|| 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, 4:54:50 || Estimated Time: 16:55:48
2023-07-26 15:41:22,698 semantic_segmentation INFO: Iters: 113650/150000 || Lr: 0.005585 || Task Loss: 0.3019 || KD Loss: 0.0446|| 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, 4:55:07 || Estimated Time: 16:55:31
2023-07-26 15:41:39,361 semantic_segmentation INFO: Iters: 113660/150000 || Lr: 0.005583 || Task Loss: 0.2988 || KD Loss: 0.0333|| 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, 4:55:23 || Estimated Time: 16:55:15
2023-07-26 15:41:56,049 semantic_segmentation INFO: Iters: 113670/150000 || Lr: 0.005582 || Task Loss: 0.2870 || KD Loss: 0.0320|| 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, 4:55:40 || Estimated Time: 16:54:58
2023-07-26 15:42:12,736 semantic_segmentation INFO: Iters: 113680/150000 || Lr: 0.005581 || Task Loss: 0.4666 || KD Loss: 0.0939|| 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, 4:55:57 || Estimated Time: 16:54:41
2023-07-26 15:42:29,416 semantic_segmentation INFO: Iters: 113690/150000 || Lr: 0.005579 || Task Loss: 0.2223 || KD Loss: 0.0331|| 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, 4:56:13 || Estimated Time: 16:54:24
2023-07-26 15:42:46,014 semantic_segmentation INFO: Iters: 113700/150000 || Lr: 0.005578 || Task Loss: 0.6246 || KD Loss: 0.1558|| 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, 4:56:30 || Estimated Time: 16:54:07
2023-07-26 15:43:02,555 semantic_segmentation INFO: Iters: 113710/150000 || Lr: 0.005577 || Task Loss: 0.3010 || KD Loss: 0.0403|| 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, 4:56:47 || Estimated Time: 16:53:51
2023-07-26 15:43:19,481 semantic_segmentation INFO: Iters: 113720/150000 || Lr: 0.005575 || Task Loss: 0.3326 || KD Loss: 0.0482|| 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, 4:57:03 || Estimated Time: 16:53:34
2023-07-26 15:43:36,030 semantic_segmentation INFO: Iters: 113730/150000 || Lr: 0.005574 || Task Loss: 0.3596 || KD Loss: 0.0764|| 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, 4:57:20 || Estimated Time: 16:53:17
2023-07-26 15:43:52,424 semantic_segmentation INFO: Iters: 113740/150000 || Lr: 0.005572 || Task Loss: 0.2189 || KD Loss: 0.0352|| 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, 4:57:36 || Estimated Time: 16:53:00
2023-07-26 15:44:09,072 semantic_segmentation INFO: Iters: 113750/150000 || Lr: 0.005571 || Task Loss: 0.3747 || KD Loss: 0.0334|| 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, 4:57:53 || Estimated Time: 16:52:43
2023-07-26 15:44:25,554 semantic_segmentation INFO: Iters: 113760/150000 || Lr: 0.005570 || Task Loss: 0.3244 || KD Loss: 0.0348|| 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, 4:58:10 || Estimated Time: 16:52:27
2023-07-26 15:44:42,081 semantic_segmentation INFO: Iters: 113770/150000 || Lr: 0.005568 || Task Loss: 0.2821 || KD Loss: 0.0527|| 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, 4:58:26 || Estimated Time: 16:52:10
2023-07-26 15:44:58,614 semantic_segmentation INFO: Iters: 113780/150000 || Lr: 0.005567 || Task Loss: 0.2894 || KD Loss: 0.0306|| 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, 4:58:43 || Estimated Time: 16:51:53
2023-07-26 15:45:15,001 semantic_segmentation INFO: Iters: 113790/150000 || Lr: 0.005566 || Task Loss: 0.2607 || KD Loss: 0.0432|| 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, 4:58:59 || Estimated Time: 16:51:36
2023-07-26 15:45:31,701 semantic_segmentation INFO: Iters: 113800/150000 || Lr: 0.005564 || Task Loss: 0.2548 || KD Loss: 0.0575|| 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, 4:59:16 || Estimated Time: 16:51:19
2023-07-26 15:45:48,191 semantic_segmentation INFO: Iters: 113810/150000 || Lr: 0.005563 || Task Loss: 0.4210 || KD Loss: 0.0490|| 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, 4:59:32 || Estimated Time: 16:51:02
2023-07-26 15:46:04,575 semantic_segmentation INFO: Iters: 113820/150000 || Lr: 0.005561 || Task Loss: 0.2414 || KD Loss: 0.0372|| 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, 4:59:49 || Estimated Time: 16:50:46
2023-07-26 15:46:21,051 semantic_segmentation INFO: Iters: 113830/150000 || Lr: 0.005560 || Task Loss: 0.2553 || KD Loss: 0.0334|| 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, 5:00:05 || Estimated Time: 16:50:29
2023-07-26 15:46:37,509 semantic_segmentation INFO: Iters: 113840/150000 || Lr: 0.005559 || Task Loss: 0.3908 || 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: 2 days, 5:00:21 || Estimated Time: 16:50:12
2023-07-26 15:46:53,948 semantic_segmentation INFO: Iters: 113850/150000 || Lr: 0.005557 || Task Loss: 0.2920 || KD Loss: 0.0364|| 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, 5:00:38 || Estimated Time: 16:49:55
2023-07-26 15:47:10,471 semantic_segmentation INFO: Iters: 113860/150000 || Lr: 0.005556 || Task Loss: 0.2208 || KD Loss: 0.0257|| 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, 5:00:54 || Estimated Time: 16:49:38
2023-07-26 15:47:26,993 semantic_segmentation INFO: Iters: 113870/150000 || Lr: 0.005554 || Task Loss: 0.3803 || KD Loss: 0.0520|| 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, 5:01:11 || Estimated Time: 16:49:21
2023-07-26 15:47:43,492 semantic_segmentation INFO: Iters: 113880/150000 || Lr: 0.005553 || Task Loss: 0.2880 || KD Loss: 0.0357|| 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, 5:01:27 || Estimated Time: 16:49:04
2023-07-26 15:48:00,080 semantic_segmentation INFO: Iters: 113890/150000 || Lr: 0.005552 || Task Loss: 0.2336 || KD Loss: 0.0280|| 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, 5:01:44 || Estimated Time: 16:48:48
2023-07-26 15:48:16,444 semantic_segmentation INFO: Iters: 113900/150000 || Lr: 0.005550 || Task Loss: 0.3174 || KD Loss: 0.0565|| 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, 5:02:00 || Estimated Time: 16:48:31
2023-07-26 15:48:32,910 semantic_segmentation INFO: Iters: 113910/150000 || Lr: 0.005549 || Task Loss: 0.2387 || KD Loss: 0.0549|| 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, 5:02:17 || Estimated Time: 16:48:14
2023-07-26 15:48:49,438 semantic_segmentation INFO: Iters: 113920/150000 || Lr: 0.005548 || Task Loss: 0.2480 || KD Loss: 0.0324|| 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, 5:02:33 || Estimated Time: 16:47:57
2023-07-26 15:49:05,980 semantic_segmentation INFO: Iters: 113930/150000 || Lr: 0.005546 || Task Loss: 0.3203 || KD Loss: 0.0447|| 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, 5:02:50 || Estimated Time: 16:47:40
2023-07-26 15:49:22,431 semantic_segmentation INFO: Iters: 113940/150000 || Lr: 0.005545 || Task Loss: 0.3932 || KD Loss: 0.0541|| 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, 5:03:06 || Estimated Time: 16:47:23
2023-07-26 15:49:39,032 semantic_segmentation INFO: Iters: 113950/150000 || Lr: 0.005543 || Task Loss: 0.3518 || KD Loss: 0.0567|| 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, 5:03:23 || Estimated Time: 16:47:07
2023-07-26 15:49:55,628 semantic_segmentation INFO: Iters: 113960/150000 || Lr: 0.005542 || Task Loss: 0.3199 || KD Loss: 0.0520|| 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, 5:03:40 || Estimated Time: 16:46:50
2023-07-26 15:50:12,198 semantic_segmentation INFO: Iters: 113970/150000 || Lr: 0.005541 || Task Loss: 0.2040 || KD Loss: 0.0400|| 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, 5:03:56 || Estimated Time: 16:46:33
2023-07-26 15:50:28,792 semantic_segmentation INFO: Iters: 113980/150000 || Lr: 0.005539 || Task Loss: 0.2825 || KD Loss: 0.0392|| 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, 5:04:13 || Estimated Time: 16:46:16
2023-07-26 15:50:45,419 semantic_segmentation INFO: Iters: 113990/150000 || Lr: 0.005538 || Task Loss: 0.2158 || KD Loss: 0.0235|| 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, 5:04:29 || Estimated Time: 16:45:59
2023-07-26 15:51:01,960 semantic_segmentation INFO: Iters: 114000/150000 || Lr: 0.005536 || Task Loss: 0.2371 || KD Loss: 0.0343|| 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, 5:04:46 || Estimated Time: 16:45:42
2023-07-26 15:51:18,590 semantic_segmentation INFO: Iters: 114010/150000 || Lr: 0.005535 || Task Loss: 0.3026 || KD Loss: 0.0384|| 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, 5:05:03 || Estimated Time: 16:45:26
2023-07-26 15:51:35,194 semantic_segmentation INFO: Iters: 114020/150000 || Lr: 0.005534 || Task Loss: 0.2153 || KD Loss: 0.0329|| 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, 5:05:19 || Estimated Time: 16:45:09
2023-07-26 15:51:51,851 semantic_segmentation INFO: Iters: 114030/150000 || Lr: 0.005532 || Task Loss: 0.3476 || KD Loss: 0.0767|| 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, 5:05:36 || Estimated Time: 16:44:52
2023-07-26 15:52:08,456 semantic_segmentation INFO: Iters: 114040/150000 || Lr: 0.005531 || Task Loss: 0.2618 || KD Loss: 0.0388|| 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, 5:05:52 || Estimated Time: 16:44:35
2023-07-26 15:52:25,062 semantic_segmentation INFO: Iters: 114050/150000 || Lr: 0.005530 || Task Loss: 0.2776 || KD Loss: 0.0446|| 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, 5:06:09 || Estimated Time: 16:44:18
2023-07-26 15:52:41,558 semantic_segmentation INFO: Iters: 114060/150000 || Lr: 0.005528 || Task Loss: 0.2464 || KD Loss: 0.0365|| 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, 5:06:26 || Estimated Time: 16:44:02
2023-07-26 15:52:58,063 semantic_segmentation INFO: Iters: 114070/150000 || Lr: 0.005527 || Task Loss: 0.3532 || KD Loss: 0.0527|| 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, 5:06:42 || Estimated Time: 16:43:45
2023-07-26 15:53:14,683 semantic_segmentation INFO: Iters: 114080/150000 || Lr: 0.005525 || Task Loss: 0.2952 || KD Loss: 0.0395|| 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, 5:06:59 || Estimated Time: 16:43:28
2023-07-26 15:53:31,240 semantic_segmentation INFO: Iters: 114090/150000 || Lr: 0.005524 || Task Loss: 0.4537 || KD Loss: 0.0536|| 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, 5:07:15 || Estimated Time: 16:43:11
2023-07-26 15:53:48,035 semantic_segmentation INFO: Iters: 114100/150000 || Lr: 0.005523 || Task Loss: 0.3570 || KD Loss: 0.0410|| 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, 5:07:32 || Estimated Time: 16:42:54
2023-07-26 15:54:04,599 semantic_segmentation INFO: Iters: 114110/150000 || Lr: 0.005521 || Task Loss: 0.3157 || KD Loss: 0.0528|| 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, 5:07:49 || Estimated Time: 16:42:37
2023-07-26 15:54:23,414 semantic_segmentation INFO: Iters: 114120/150000 || Lr: 0.005520 || Task Loss: 0.2831 || KD Loss: 0.0535|| 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, 5:08:07 || Estimated Time: 16:42:21
2023-07-26 15:54:41,084 semantic_segmentation INFO: Iters: 114130/150000 || Lr: 0.005518 || Task Loss: 0.3151 || KD Loss: 0.0373|| 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, 5:08:25 || Estimated Time: 16:42:05
2023-07-26 15:54:57,773 semantic_segmentation INFO: Iters: 114140/150000 || Lr: 0.005517 || Task Loss: 0.3975 || KD Loss: 0.0401|| 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, 5:08:42 || Estimated Time: 16:41:48
2023-07-26 15:55:14,379 semantic_segmentation INFO: Iters: 114150/150000 || Lr: 0.005516 || Task Loss: 0.2707 || KD Loss: 0.0394|| 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, 5:08:58 || Estimated Time: 16:41:31
2023-07-26 15:55:30,939 semantic_segmentation INFO: Iters: 114160/150000 || Lr: 0.005514 || Task Loss: 0.3440 || KD Loss: 0.0534|| 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, 5:09:15 || Estimated Time: 16:41:14
2023-07-26 15:55:47,441 semantic_segmentation INFO: Iters: 114170/150000 || Lr: 0.005513 || Task Loss: 0.4040 || 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, 5:09:31 || Estimated Time: 16:40:58
2023-07-26 15:56:03,834 semantic_segmentation INFO: Iters: 114180/150000 || Lr: 0.005512 || Task Loss: 0.2294 || KD Loss: 0.0382|| 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, 5:09:48 || Estimated Time: 16:40:41
2023-07-26 15:56:20,424 semantic_segmentation INFO: Iters: 114190/150000 || Lr: 0.005510 || Task Loss: 0.3116 || KD Loss: 0.0511|| 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, 5:10:04 || Estimated Time: 16:40:24
2023-07-26 15:56:37,424 semantic_segmentation INFO: Iters: 114200/150000 || Lr: 0.005509 || Task Loss: 0.2886 || KD Loss: 0.0415|| 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, 5:10:21 || Estimated Time: 16:40:07
2023-07-26 15:56:53,863 semantic_segmentation INFO: Iters: 114210/150000 || Lr: 0.005507 || Task Loss: 0.3388 || KD Loss: 0.0713|| 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, 5:10:38 || Estimated Time: 16:39:50
2023-07-26 15:57:10,391 semantic_segmentation INFO: Iters: 114220/150000 || Lr: 0.005506 || Task Loss: 0.3522 || KD Loss: 0.0537|| 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, 5:10:54 || Estimated Time: 16:39:34
2023-07-26 15:57:26,789 semantic_segmentation INFO: Iters: 114230/150000 || Lr: 0.005505 || Task Loss: 0.2692 || KD Loss: 0.0293|| 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, 5:11:11 || Estimated Time: 16:39:17
2023-07-26 15:57:43,355 semantic_segmentation INFO: Iters: 114240/150000 || Lr: 0.005503 || Task Loss: 0.2710 || KD Loss: 0.0297|| 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, 5:11:27 || Estimated Time: 16:39:00
2023-07-26 15:57:59,772 semantic_segmentation INFO: Iters: 114250/150000 || Lr: 0.005502 || Task Loss: 0.3442 || KD Loss: 0.0961|| 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, 5:11:44 || Estimated Time: 16:38:43
2023-07-26 15:58:16,299 semantic_segmentation INFO: Iters: 114260/150000 || Lr: 0.005500 || Task Loss: 0.3918 || KD Loss: 0.0430|| 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, 5:12:00 || Estimated Time: 16:38:26
2023-07-26 15:58:32,836 semantic_segmentation INFO: Iters: 114270/150000 || Lr: 0.005499 || Task Loss: 0.3139 || KD Loss: 0.0608|| 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, 5:12:17 || Estimated Time: 16:38:09
2023-07-26 15:58:49,290 semantic_segmentation INFO: Iters: 114280/150000 || Lr: 0.005498 || Task Loss: 0.2696 || KD Loss: 0.0291|| 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, 5:12:33 || Estimated Time: 16:37:52
2023-07-26 15:59:05,767 semantic_segmentation INFO: Iters: 114290/150000 || Lr: 0.005496 || Task Loss: 0.2308 || KD Loss: 0.0392|| 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, 5:12:50 || Estimated Time: 16:37:36
2023-07-26 15:59:22,293 semantic_segmentation INFO: Iters: 114300/150000 || Lr: 0.005495 || Task Loss: 0.2381 || KD Loss: 0.0508|| 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, 5:13:06 || Estimated Time: 16:37:19
2023-07-26 15:59:38,848 semantic_segmentation INFO: Iters: 114310/150000 || Lr: 0.005494 || Task Loss: 0.2936 || KD Loss: 0.0402|| 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, 5:13:23 || Estimated Time: 16:37:02
2023-07-26 15:59:55,271 semantic_segmentation INFO: Iters: 114320/150000 || Lr: 0.005492 || Task Loss: 0.2836 || KD Loss: 0.0500|| 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, 5:13:39 || Estimated Time: 16:36:45
2023-07-26 16:00:11,656 semantic_segmentation INFO: Iters: 114330/150000 || Lr: 0.005491 || Task Loss: 0.3152 || KD Loss: 0.0616|| 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, 5:13:56 || Estimated Time: 16:36:28
2023-07-26 16:00:28,246 semantic_segmentation INFO: Iters: 114340/150000 || Lr: 0.005489 || Task Loss: 0.3616 || KD Loss: 0.0668|| 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, 5:14:12 || Estimated Time: 16:36:11
2023-07-26 16:00:44,770 semantic_segmentation INFO: Iters: 114350/150000 || Lr: 0.005488 || Task Loss: 0.3587 || KD Loss: 0.0560|| 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, 5:14:29 || Estimated Time: 16:35:55
2023-07-26 16:01:01,310 semantic_segmentation INFO: Iters: 114360/150000 || Lr: 0.005487 || Task Loss: 0.2952 || KD Loss: 0.0390|| 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, 5:14:45 || Estimated Time: 16:35:38
2023-07-26 16:01:17,796 semantic_segmentation INFO: Iters: 114370/150000 || Lr: 0.005485 || Task Loss: 0.2682 || KD Loss: 0.0609|| 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, 5:15:02 || Estimated Time: 16:35:21
2023-07-26 16:01:34,166 semantic_segmentation INFO: Iters: 114380/150000 || Lr: 0.005484 || Task Loss: 0.2835 || KD Loss: 0.0321|| 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, 5:15:18 || Estimated Time: 16:35:04
2023-07-26 16:01:50,635 semantic_segmentation INFO: Iters: 114390/150000 || Lr: 0.005482 || Task Loss: 0.2589 || KD Loss: 0.0290|| 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, 5:15:35 || Estimated Time: 16:34:47
2023-07-26 16:02:07,152 semantic_segmentation INFO: Iters: 114400/150000 || Lr: 0.005481 || Task Loss: 0.3935 || KD Loss: 0.0474|| 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, 5:15:51 || Estimated Time: 16:34:30
2023-07-26 16:02:07,266 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 16:02:07,723 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 16:02:07,747 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.135
2023-07-26 16:02:07,760 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.171
2023-07-26 16:02:07,773 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-26 16:02:07,786 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.247
2023-07-26 16:02:07,798 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.289
2023-07-26 16:02:07,811 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.332
2023-07-26 16:02:07,825 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.337
2023-07-26 16:02:07,837 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.374
2023-07-26 16:02:07,851 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.419
2023-07-26 16:02:07,865 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.455
2023-07-26 16:02:07,879 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.501
2023-07-26 16:02:07,891 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.499
2023-07-26 16:02:07,905 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.482
2023-07-26 16:02:07,919 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.481
2023-07-26 16:02:07,931 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.473
2023-07-26 16:02:07,942 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.455
2023-07-26 16:02:07,955 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.456
2023-07-26 16:02:07,969 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.455
2023-07-26 16:02:07,985 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.502
2023-07-26 16:02:07,999 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.503
2023-07-26 16:02:08,014 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.514
2023-07-26 16:02:08,028 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.542
2023-07-26 16:02:08,043 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.545
2023-07-26 16:02:08,059 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.545
2023-07-26 16:02:08,074 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.551
2023-07-26 16:02:08,089 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.551
2023-07-26 16:02:08,100 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.552
2023-07-26 16:02:08,116 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.542
2023-07-26 16:02:08,131 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.542
2023-07-26 16:02:08,145 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.543
2023-07-26 16:02:08,160 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.542
2023-07-26 16:02:08,175 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.552
2023-07-26 16:02:08,190 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.548
2023-07-26 16:02:08,204 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.594
2023-07-26 16:02:08,220 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.594
2023-07-26 16:02:08,233 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.593
2023-07-26 16:02:08,245 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.638
2023-07-26 16:02:08,261 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.639
2023-07-26 16:02:08,273 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.638
2023-07-26 16:02:08,286 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.662
2023-07-26 16:02:08,300 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.662
2023-07-26 16:02:08,314 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-26 16:02:08,327 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-26 16:02:08,341 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.664
2023-07-26 16:02:08,356 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.667
2023-07-26 16:02:08,368 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.669
2023-07-26 16:02:08,380 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.669
2023-07-26 16:02:08,394 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-26 16:02:08,409 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.664
2023-07-26 16:02:08,424 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.663
2023-07-26 16:02:08,438 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.663
2023-07-26 16:02:08,451 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.660
2023-07-26 16:02:08,466 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.661
2023-07-26 16:02:08,481 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.669
2023-07-26 16:02:08,494 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.666
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2023-07-26 16:02:08,555 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.693
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2023-07-26 16:02:08,584 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.694
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2023-07-26 16:02:08,669 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.740
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2023-07-26 16:02:08,715 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.759
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2023-07-26 16:02:10,231 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.705
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2023-07-26 16:02:10,287 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.709
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2023-07-26 16:02:11,233 semantic_segmentation INFO: Sample: 251, Validation pixAcc: 0.932, mIoU: 0.713
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2023-07-26 16:02:11,297 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.931, mIoU: 0.710
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2023-07-26 16:02:11,370 semantic_segmentation INFO: Sample: 261, Validation pixAcc: 0.930, mIoU: 0.705
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2023-07-26 16:02:11,743 semantic_segmentation INFO: Sample: 287, Validation pixAcc: 0.930, mIoU: 0.702
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2023-07-26 16:02:13,990 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:02:14,005 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 16:02:14,182 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:02:14,191 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:02:14,201 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:02:14,215 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:02:14,229 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 16:02:14,257 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:02:14,272 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:02:14,289 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:02:14,304 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:02:14,319 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:02:14,334 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 16:02:14,362 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 16:02:14,405 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:02:14,415 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:02:14,429 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:02:14,442 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:02:14,456 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:02:14,470 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:02:14,484 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 16:02:14,493 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 16:02:14,505 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:02:14,519 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:02:14,533 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 16:02:14,557 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:02:14,569 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:02:14,583 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.934, mIoU: 0.711
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2023-07-26 16:02:14,611 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 16:02:14,619 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 16:02:14,634 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.934, mIoU: 0.712
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2023-07-26 16:02:14,675 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 16:02:14,689 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 16:02:14,701 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 16:02:14,716 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 16:02:14,728 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 16:02:14,743 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 16:02:14,799 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 16:02:14,811 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 16:02:14,825 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 16:02:14,839 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:02:14,852 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.934, mIoU: 0.710
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2023-07-26 16:02:14,881 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.934, mIoU: 0.713
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2023-07-26 16:02:14,911 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 16:02:14,923 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 16:02:14,937 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 16:02:14,951 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 16:02:14,966 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 16:02:14,980 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:14,994 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 16:02:15,048 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 16:02:15,074 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 16:02:15,190 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 16:02:15,204 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 16:02:15,220 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 16:02:15,236 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 16:02:15,251 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 16:02:15,266 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 16:02:15,279 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 16:02:15,292 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,306 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,321 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,336 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,349 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:15,362 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,377 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 16:02:15,391 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 16:02:15,418 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,433 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,448 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,463 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,475 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:15,491 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 16:02:15,517 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 16:02:15,532 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 16:02:15,546 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 16:02:15,575 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 16:02:15,617 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 16:02:15,634 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 16:02:15,704 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,718 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,733 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,748 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,763 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:15,776 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 16:02:15,801 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 16:02:15,830 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 16:02:15,874 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 16:02:15,929 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:15,943 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:15,958 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:15,972 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.936, mIoU: 0.721
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2023-07-26 16:02:16,001 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:16,012 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,026 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 16:02:16,055 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:16,069 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,084 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,095 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,110 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,124 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:16,139 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:16,151 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 16:02:16,179 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:02:16,194 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 16:02:16,224 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,239 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,254 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 16:02:16,282 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 16:02:16,310 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 16:02:16,352 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,367 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,380 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,395 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,410 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,425 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,439 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,454 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,468 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.937, mIoU: 0.725
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2023-07-26 16:02:16,495 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 16:02:16,509 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 16:02:16,523 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 16:02:16,541 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:16,555 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 16:02:16,569 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 16:02:16,579 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,591 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,605 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,618 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,631 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,645 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,660 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 16:02:16,693 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,708 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,725 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,738 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,753 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,766 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,780 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:16,796 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,811 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,826 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,841 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,855 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,867 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,881 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 16:02:16,895 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,907 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,919 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,932 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,946 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,960 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,972 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:16,986 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:17,000 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,014 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,026 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 16:02:17,038 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,045 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,059 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,074 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,089 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 16:02:17,104 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 16:02:17,118 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 16:02:17,133 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,148 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,163 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,175 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 16:02:17,189 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 16:02:17,203 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 16:02:17,218 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 16:02:17,232 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,244 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,256 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,269 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,288 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,300 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:17,312 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,325 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,338 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,353 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,365 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,378 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,391 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,402 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,416 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,431 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,445 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,460 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:17,475 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:17,490 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:17,503 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:17,518 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:17,533 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,550 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,565 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,580 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 16:02:17,595 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 16:02:17,608 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:17,621 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:17,634 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,648 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,665 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,679 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,692 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:17,707 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:17,722 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:17,736 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:17,751 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:17,765 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:17,778 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:17,792 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,805 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:17,818 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,833 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,846 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,861 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,874 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,889 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,905 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,917 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,930 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,945 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:17,961 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:17,975 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:17,990 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,002 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,015 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,029 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,041 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:18,056 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,073 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,086 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,100 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,113 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,127 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,142 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,154 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,167 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,182 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,196 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,209 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,224 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,238 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,252 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,265 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,279 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,295 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,311 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,324 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,339 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,352 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,367 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,380 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,393 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:18,407 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,421 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,434 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:18,449 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,464 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:18,479 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,494 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,507 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,519 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,533 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,546 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,558 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,571 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:18,586 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,599 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,612 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,626 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,641 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,656 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,672 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,684 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:02:18,698 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,713 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,728 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,743 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,757 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,769 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:18,782 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,792 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,807 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,822 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,836 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,849 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,860 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,872 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:18,886 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:18,900 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,913 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,927 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,940 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,955 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:18,967 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,982 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:18,994 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:19,009 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,023 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,036 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,051 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,065 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,079 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,094 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,108 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,123 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,137 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,151 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,166 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,181 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,194 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,207 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,220 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,236 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,250 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,266 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,281 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,293 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,307 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,322 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,336 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,349 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:19,364 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,378 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,390 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,404 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,418 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:19,432 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,444 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,455 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,471 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,485 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,499 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,512 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:02:19,526 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,540 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 16:02:19,554 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:19,569 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:19,581 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:19,595 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:02:19,609 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,623 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,637 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,649 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,664 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,677 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,692 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,708 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,723 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,737 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,752 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,767 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,781 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,798 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,813 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,829 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,844 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,854 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,868 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,881 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,897 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,911 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,926 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,938 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,952 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:19,967 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,980 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:19,995 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,010 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,022 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,037 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,051 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,066 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:20,079 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:20,094 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:20,109 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 16:02:20,124 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,137 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,152 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,167 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,179 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,193 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,208 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,221 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 16:02:20,235 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,247 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,261 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,276 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,291 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,305 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,320 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,335 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:02:20,348 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,360 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,375 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,388 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,401 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,416 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,430 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,445 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,460 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,473 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,485 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,501 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,516 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,528 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,543 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,556 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,571 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,586 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,603 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,618 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,632 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,642 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,658 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,673 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,686 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,702 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,718 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,733 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,746 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,760 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,774 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:20,789 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,804 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,818 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,834 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,849 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,862 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,876 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,890 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,904 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,916 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,930 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,945 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:20,959 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,966 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,979 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 16:02:20,992 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,004 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,015 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,029 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,043 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,058 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 16:02:21,070 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:21,083 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:21,098 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:21,108 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:21,123 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 16:02:21,136 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,150 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,165 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,179 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,194 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,205 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,218 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,232 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,247 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,261 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,276 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,289 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,299 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,310 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,322 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,334 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,349 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,361 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,376 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,391 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,406 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,420 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,435 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 16:02:21,449 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,464 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,479 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,493 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,507 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,522 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:02:21,537 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,550 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,563 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,578 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,590 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,606 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,619 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:21,634 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,649 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,666 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,681 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,694 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,709 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,725 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,741 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,756 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,769 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:02:21,782 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:02:21,797 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:02:21,811 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:02:21,826 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 16:02:21,841 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-26 16:02:21,856 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 16:02:21,872 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-26 16:02:21,886 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,901 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,913 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,928 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,938 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,951 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,966 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,977 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:21,992 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:22,006 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:02:22,021 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,036 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,051 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,066 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,081 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,094 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,109 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,121 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,136 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,150 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,163 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,178 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,192 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,206 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,221 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,236 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,251 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,266 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,279 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,291 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,306 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:02:22,319 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,332 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,348 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,362 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,377 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,390 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:02:22,402 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:02:22,417 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,433 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,448 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,460 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,473 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,488 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,503 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,517 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,532 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,547 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,562 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,576 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,591 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,606 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,621 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,635 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,650 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,663 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,678 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,692 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,707 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,720 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:02:22,735 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:02:22,751 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:02:22,767 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:02:22,779 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:02:22,794 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,809 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,823 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:02:22,838 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,853 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,868 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,881 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,896 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,911 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,924 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,939 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,951 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:02:22,960 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,975 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:22,990 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:23,002 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:02:23,017 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,032 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,045 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,057 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,072 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,087 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,102 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:02:23,118 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.938, mIoU: 0.719
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2023-07-26 16:02:23,190 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 16:02:23,244 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 16:02:23,303 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 16:02:23,372 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.938, mIoU: 0.719
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2023-07-26 16:02:23,473 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 16:02:24,054 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 16:02:24,208 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 16:02:24,774 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:02:24,788 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:02:24,802 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:02:24,816 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,831 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,843 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,858 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,871 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,886 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,900 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,913 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,925 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,940 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,954 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,969 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,981 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:24,994 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,008 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,022 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,035 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,048 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,063 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,078 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,094 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,108 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,123 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,138 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,151 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,165 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,181 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,194 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,209 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,224 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,239 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,253 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,267 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-26 16:02:25,282 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,296 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,309 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,323 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 16:02:25,337 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,352 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,365 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,380 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,394 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,406 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,418 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,432 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,447 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,459 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,474 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,489 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,503 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,518 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,532 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,547 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,561 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,573 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,587 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,599 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,612 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:25,625 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,639 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,654 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,667 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,680 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,694 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,706 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,720 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,735 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,750 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,765 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,781 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,795 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,809 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:25,824 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,837 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,852 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,867 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,882 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,894 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,909 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,923 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,937 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,951 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,963 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,977 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:25,991 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,005 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,020 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,032 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,046 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:26,060 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:26,074 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:26,089 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 16:02:26,103 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 16:02:26,117 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,132 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,142 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,156 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,168 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,181 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 16:02:26,197 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,211 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,225 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,237 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,250 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,263 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,278 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,292 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,306 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,321 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,334 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,349 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,364 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:02:26,377 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:02:26,391 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,406 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,419 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 16:02:26,433 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,445 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,460 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,474 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,488 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,502 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,515 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,527 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,540 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,554 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,568 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,580 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,593 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,607 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,621 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,635 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 16:02:26,647 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,661 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,678 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,694 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,709 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,725 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 16:02:26,732 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 16:02:26,748 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,760 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,773 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,789 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,806 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,820 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,836 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,851 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,866 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 16:02:26,881 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:26,893 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:26,908 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 16:02:26,996 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:27,010 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.935, mIoU: 0.717
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2023-07-26 16:02:27,119 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,133 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 16:02:27,228 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 16:02:27,257 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,269 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,283 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.935, mIoU: 0.716
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2023-07-26 16:02:27,396 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,409 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,423 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,437 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,452 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,466 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,481 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,494 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,504 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,519 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,532 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,546 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,561 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 16:02:27,576 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,592 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,604 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,613 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,630 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,644 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,659 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,672 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,687 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,701 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,714 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,728 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,742 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,755 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,769 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,781 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,795 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,811 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,825 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,837 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,850 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,864 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,878 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,893 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:27,905 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:27,918 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:27,933 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 16:02:27,949 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 16:02:44,424 semantic_segmentation INFO: Iters: 114410/150000 || Lr: 0.005480 || Task Loss: 0.3122 || KD Loss: 0.0512|| 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, 5:16:28 || Estimated Time: 16:34:20
2023-07-26 16:03:00,817 semantic_segmentation INFO: Iters: 114420/150000 || Lr: 0.005478 || Task Loss: 0.3376 || KD Loss: 0.0414|| 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, 5:16:45 || Estimated Time: 16:34:03
2023-07-26 16:03:17,336 semantic_segmentation INFO: Iters: 114430/150000 || Lr: 0.005477 || Task Loss: 0.2676 || KD Loss: 0.0352|| 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, 5:17:01 || Estimated Time: 16:33:46
2023-07-26 16:03:33,808 semantic_segmentation INFO: Iters: 114440/150000 || Lr: 0.005476 || Task Loss: 0.3397 || KD Loss: 0.0524|| 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, 5:17:18 || Estimated Time: 16:33:29
2023-07-26 16:03:50,359 semantic_segmentation INFO: Iters: 114450/150000 || Lr: 0.005474 || Task Loss: 0.2266 || KD Loss: 0.0284|| 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, 5:17:34 || Estimated Time: 16:33:13
2023-07-26 16:04:06,941 semantic_segmentation INFO: Iters: 114460/150000 || Lr: 0.005473 || Task Loss: 0.2868 || KD Loss: 0.0499|| 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, 5:17:51 || Estimated Time: 16:32:56
2023-07-26 16:04:23,545 semantic_segmentation INFO: Iters: 114470/150000 || Lr: 0.005471 || Task Loss: 0.2650 || KD Loss: 0.0648|| 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, 5:18:08 || Estimated Time: 16:32:39
2023-07-26 16:04:39,981 semantic_segmentation INFO: Iters: 114480/150000 || Lr: 0.005470 || Task Loss: 0.3705 || KD Loss: 0.0589|| 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, 5:18:24 || Estimated Time: 16:32:22
2023-07-26 16:04:56,591 semantic_segmentation INFO: Iters: 114490/150000 || Lr: 0.005469 || Task Loss: 0.2604 || KD Loss: 0.0415|| 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, 5:18:41 || Estimated Time: 16:32:05
2023-07-26 16:05:13,129 semantic_segmentation INFO: Iters: 114500/150000 || Lr: 0.005467 || Task Loss: 0.2318 || KD Loss: 0.0390|| 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, 5:18:57 || Estimated Time: 16:31:48
2023-07-26 16:05:30,104 semantic_segmentation INFO: Iters: 114510/150000 || Lr: 0.005466 || Task Loss: 0.3155 || KD Loss: 0.0434|| 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, 5:19:14 || Estimated Time: 16:31:32
2023-07-26 16:05:46,599 semantic_segmentation INFO: Iters: 114520/150000 || Lr: 0.005464 || Task Loss: 0.2761 || KD Loss: 0.0439|| 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, 5:19:31 || Estimated Time: 16:31:15
2023-07-26 16:06:03,206 semantic_segmentation INFO: Iters: 114530/150000 || Lr: 0.005463 || Task Loss: 0.1921 || KD Loss: 0.0273|| 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, 5:19:47 || Estimated Time: 16:30:58
2023-07-26 16:06:19,718 semantic_segmentation INFO: Iters: 114540/150000 || Lr: 0.005462 || Task Loss: 0.3794 || KD Loss: 0.0551|| 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, 5:20:04 || Estimated Time: 16:30:41
2023-07-26 16:06:36,333 semantic_segmentation INFO: Iters: 114550/150000 || Lr: 0.005460 || Task Loss: 0.2650 || KD Loss: 0.0258|| 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, 5:20:20 || Estimated Time: 16:30:24
2023-07-26 16:06:52,866 semantic_segmentation INFO: Iters: 114560/150000 || Lr: 0.005459 || Task Loss: 0.3591 || KD Loss: 0.0598|| 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, 5:20:37 || Estimated Time: 16:30:08
2023-07-26 16:07:09,446 semantic_segmentation INFO: Iters: 114570/150000 || Lr: 0.005457 || Task Loss: 0.3667 || KD Loss: 0.0423|| 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, 5:20:53 || Estimated Time: 16:29:51
2023-07-26 16:07:26,028 semantic_segmentation INFO: Iters: 114580/150000 || Lr: 0.005456 || Task Loss: 0.2239 || KD Loss: 0.0336|| 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, 5:21:10 || Estimated Time: 16:29:34
2023-07-26 16:07:42,619 semantic_segmentation INFO: Iters: 114590/150000 || Lr: 0.005455 || Task Loss: 0.1959 || KD Loss: 0.0343|| 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, 5:21:27 || Estimated Time: 16:29:17
2023-07-26 16:07:59,226 semantic_segmentation INFO: Iters: 114600/150000 || Lr: 0.005453 || Task Loss: 0.2921 || KD Loss: 0.0568|| 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, 5:21:43 || Estimated Time: 16:29:00
2023-07-26 16:08:15,815 semantic_segmentation INFO: Iters: 114610/150000 || Lr: 0.005452 || Task Loss: 0.2591 || KD Loss: 0.0475|| 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, 5:22:00 || Estimated Time: 16:28:43
2023-07-26 16:08:32,443 semantic_segmentation INFO: Iters: 114620/150000 || Lr: 0.005451 || Task Loss: 0.3712 || KD Loss: 0.0706|| 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, 5:22:16 || Estimated Time: 16:28:27
2023-07-26 16:08:48,992 semantic_segmentation INFO: Iters: 114630/150000 || Lr: 0.005449 || Task Loss: 0.2622 || KD Loss: 0.0410|| 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, 5:22:33 || Estimated Time: 16:28:10
2023-07-26 16:09:05,577 semantic_segmentation INFO: Iters: 114640/150000 || Lr: 0.005448 || Task Loss: 0.3306 || KD Loss: 0.0346|| 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, 5:22:50 || Estimated Time: 16:27:53
2023-07-26 16:09:22,328 semantic_segmentation INFO: Iters: 114650/150000 || Lr: 0.005446 || Task Loss: 0.4281 || 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: 2 days, 5:23:06 || Estimated Time: 16:27:36
2023-07-26 16:09:38,926 semantic_segmentation INFO: Iters: 114660/150000 || Lr: 0.005445 || Task Loss: 0.3596 || KD Loss: 0.0449|| 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, 5:23:23 || Estimated Time: 16:27:19
2023-07-26 16:09:55,545 semantic_segmentation INFO: Iters: 114670/150000 || Lr: 0.005444 || Task Loss: 0.3262 || KD Loss: 0.0551|| 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, 5:23:40 || Estimated Time: 16:27:03
2023-07-26 16:10:12,122 semantic_segmentation INFO: Iters: 114680/150000 || Lr: 0.005442 || Task Loss: 0.3329 || KD Loss: 0.0562|| 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, 5:23:56 || Estimated Time: 16:26:46
2023-07-26 16:10:28,712 semantic_segmentation INFO: Iters: 114690/150000 || Lr: 0.005441 || Task Loss: 0.2913 || KD Loss: 0.0276|| 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, 5:24:13 || Estimated Time: 16:26:29
2023-07-26 16:10:45,302 semantic_segmentation INFO: Iters: 114700/150000 || Lr: 0.005439 || Task Loss: 0.2488 || KD Loss: 0.0285|| 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, 5:24:29 || Estimated Time: 16:26:12
2023-07-26 16:11:01,756 semantic_segmentation INFO: Iters: 114710/150000 || Lr: 0.005438 || Task Loss: 0.3138 || KD Loss: 0.0448|| 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, 5:24:46 || Estimated Time: 16:25:55
2023-07-26 16:11:18,289 semantic_segmentation INFO: Iters: 114720/150000 || Lr: 0.005437 || Task Loss: 0.2026 || KD Loss: 0.0371|| 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, 5:25:02 || Estimated Time: 16:25:38
2023-07-26 16:11:34,927 semantic_segmentation INFO: Iters: 114730/150000 || Lr: 0.005435 || Task Loss: 0.4721 || KD Loss: 0.0602|| 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, 5:25:19 || Estimated Time: 16:25:22
2023-07-26 16:11:51,457 semantic_segmentation INFO: Iters: 114740/150000 || Lr: 0.005434 || Task Loss: 0.2830 || KD Loss: 0.0379|| 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, 5:25:35 || Estimated Time: 16:25:05
2023-07-26 16:12:08,036 semantic_segmentation INFO: Iters: 114750/150000 || Lr: 0.005433 || Task Loss: 0.2462 || KD Loss: 0.0368|| 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, 5:25:52 || Estimated Time: 16:24:48
2023-07-26 16:12:24,477 semantic_segmentation INFO: Iters: 114760/150000 || Lr: 0.005431 || Task Loss: 0.2870 || KD Loss: 0.0550|| 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, 5:26:08 || Estimated Time: 16:24:31
2023-07-26 16:12:41,004 semantic_segmentation INFO: Iters: 114770/150000 || Lr: 0.005430 || Task Loss: 0.2877 || KD Loss: 0.0324|| 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, 5:26:25 || Estimated Time: 16:24:14
2023-07-26 16:12:57,513 semantic_segmentation INFO: Iters: 114780/150000 || Lr: 0.005428 || Task Loss: 0.2628 || KD Loss: 0.0363|| 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, 5:26:41 || Estimated Time: 16:23:57
2023-07-26 16:13:14,137 semantic_segmentation INFO: Iters: 114790/150000 || Lr: 0.005427 || Task Loss: 0.3115 || KD Loss: 0.0345|| 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, 5:26:58 || Estimated Time: 16:23:41
2023-07-26 16:13:30,586 semantic_segmentation INFO: Iters: 114800/150000 || Lr: 0.005426 || Task Loss: 0.2432 || KD Loss: 0.0495|| 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, 5:27:15 || Estimated Time: 16:23:24
2023-07-26 16:13:46,971 semantic_segmentation INFO: Iters: 114810/150000 || Lr: 0.005424 || Task Loss: 0.3521 || KD Loss: 0.0304|| 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, 5:27:31 || Estimated Time: 16:23:07
2023-07-26 16:14:03,546 semantic_segmentation INFO: Iters: 114820/150000 || Lr: 0.005423 || Task Loss: 0.3062 || KD Loss: 0.0373|| 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, 5:27:48 || Estimated Time: 16:22:50
2023-07-26 16:14:19,951 semantic_segmentation INFO: Iters: 114830/150000 || Lr: 0.005421 || Task Loss: 0.3296 || KD Loss: 0.0461|| 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, 5:28:04 || Estimated Time: 16:22:33
2023-07-26 16:14:36,523 semantic_segmentation INFO: Iters: 114840/150000 || Lr: 0.005420 || Task Loss: 0.2737 || KD Loss: 0.0501|| 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, 5:28:21 || Estimated Time: 16:22:16
2023-07-26 16:14:52,922 semantic_segmentation INFO: Iters: 114850/150000 || Lr: 0.005419 || Task Loss: 0.3023 || KD Loss: 0.0697|| 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, 5:28:37 || Estimated Time: 16:22:00
2023-07-26 16:15:09,495 semantic_segmentation INFO: Iters: 114860/150000 || Lr: 0.005417 || Task Loss: 0.3176 || KD Loss: 0.0439|| 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, 5:28:53 || Estimated Time: 16:21:43
2023-07-26 16:15:25,985 semantic_segmentation INFO: Iters: 114870/150000 || Lr: 0.005416 || Task Loss: 0.3732 || KD Loss: 0.0493|| 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, 5:29:10 || Estimated Time: 16:21:26
2023-07-26 16:15:42,589 semantic_segmentation INFO: Iters: 114880/150000 || Lr: 0.005414 || Task Loss: 0.4071 || KD Loss: 0.0602|| 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, 5:29:27 || Estimated Time: 16:21:09
2023-07-26 16:15:59,064 semantic_segmentation INFO: Iters: 114890/150000 || Lr: 0.005413 || Task Loss: 0.2316 || KD Loss: 0.0314|| 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, 5:29:43 || Estimated Time: 16:20:52
2023-07-26 16:16:15,641 semantic_segmentation INFO: Iters: 114900/150000 || Lr: 0.005412 || Task Loss: 0.2823 || KD Loss: 0.0477|| 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, 5:30:00 || Estimated Time: 16:20:35
2023-07-26 16:16:32,234 semantic_segmentation INFO: Iters: 114910/150000 || Lr: 0.005410 || Task Loss: 0.3908 || KD Loss: 0.0782|| 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, 5:30:16 || Estimated Time: 16:20:19
2023-07-26 16:16:48,686 semantic_segmentation INFO: Iters: 114920/150000 || Lr: 0.005409 || Task Loss: 0.4132 || KD Loss: 0.0703|| 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, 5:30:33 || Estimated Time: 16:20:02
2023-07-26 16:17:05,209 semantic_segmentation INFO: Iters: 114930/150000 || Lr: 0.005408 || Task Loss: 0.2696 || KD Loss: 0.0358|| 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, 5:30:49 || Estimated Time: 16:19:45
2023-07-26 16:17:21,795 semantic_segmentation INFO: Iters: 114940/150000 || Lr: 0.005406 || Task Loss: 0.2341 || KD Loss: 0.0328|| 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, 5:31:06 || Estimated Time: 16:19:28
2023-07-26 16:17:39,316 semantic_segmentation INFO: Iters: 114950/150000 || Lr: 0.005405 || Task Loss: 0.2742 || KD Loss: 0.0408|| 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, 5:31:23 || Estimated Time: 16:19:12
2023-07-26 16:17:58,291 semantic_segmentation INFO: Iters: 114960/150000 || Lr: 0.005403 || Task Loss: 0.2138 || KD Loss: 0.0326|| 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, 5:31:42 || Estimated Time: 16:18:55
2023-07-26 16:18:14,743 semantic_segmentation INFO: Iters: 114970/150000 || Lr: 0.005402 || Task Loss: 0.3307 || KD Loss: 0.0509|| 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, 5:31:59 || Estimated Time: 16:18:39
2023-07-26 16:18:31,235 semantic_segmentation INFO: Iters: 114980/150000 || Lr: 0.005401 || Task Loss: 0.5812 || KD Loss: 0.0451|| 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 days, 5:32:15 || Estimated Time: 16:18:22
2023-07-26 16:18:47,620 semantic_segmentation INFO: Iters: 114990/150000 || Lr: 0.005399 || Task Loss: 0.3432 || KD Loss: 0.0652|| 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, 5:32:32 || Estimated Time: 16:18:05
2023-07-26 16:19:04,175 semantic_segmentation INFO: Iters: 115000/150000 || Lr: 0.005398 || Task Loss: 0.3123 || KD Loss: 0.0415|| 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, 5:32:48 || Estimated Time: 16:17:48
2023-07-26 16:19:20,578 semantic_segmentation INFO: Iters: 115010/150000 || Lr: 0.005396 || Task Loss: 0.2138 || KD Loss: 0.0399|| 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, 5:33:05 || Estimated Time: 16:17:31
2023-07-26 16:19:37,161 semantic_segmentation INFO: Iters: 115020/150000 || Lr: 0.005395 || Task Loss: 0.5263 || KD Loss: 0.1322|| 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, 5:33:21 || Estimated Time: 16:17:14
2023-07-26 16:19:53,542 semantic_segmentation INFO: Iters: 115030/150000 || Lr: 0.005394 || Task Loss: 0.3119 || KD Loss: 0.0357|| 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, 5:33:38 || Estimated Time: 16:16:58
2023-07-26 16:20:10,129 semantic_segmentation INFO: Iters: 115040/150000 || Lr: 0.005392 || Task Loss: 0.3144 || KD Loss: 0.0425|| 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, 5:33:54 || Estimated Time: 16:16:41
2023-07-26 16:20:26,582 semantic_segmentation INFO: Iters: 115050/150000 || Lr: 0.005391 || Task Loss: 0.3592 || KD Loss: 0.0386|| 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: 2 days, 5:34:11 || Estimated Time: 16:16:24
2023-07-26 16:20:43,084 semantic_segmentation INFO: Iters: 115060/150000 || Lr: 0.005390 || Task Loss: 0.2927 || KD Loss: 0.0500|| 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, 5:34:27 || Estimated Time: 16:16:07
2023-07-26 16:20:59,594 semantic_segmentation INFO: Iters: 115070/150000 || Lr: 0.005388 || Task Loss: 0.3720 || KD Loss: 0.0721|| 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, 5:34:44 || Estimated Time: 16:15:50
2023-07-26 16:21:16,075 semantic_segmentation INFO: Iters: 115080/150000 || Lr: 0.005387 || Task Loss: 0.3365 || KD Loss: 0.0408|| 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, 5:35:00 || Estimated Time: 16:15:33
2023-07-26 16:21:32,568 semantic_segmentation INFO: Iters: 115090/150000 || Lr: 0.005385 || Task Loss: 0.3668 || KD Loss: 0.0442|| 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, 5:35:17 || Estimated Time: 16:15:16
2023-07-26 16:21:49,059 semantic_segmentation INFO: Iters: 115100/150000 || Lr: 0.005384 || Task Loss: 0.3999 || KD Loss: 0.0778|| 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, 5:35:33 || Estimated Time: 16:15:00
2023-07-26 16:22:05,444 semantic_segmentation INFO: Iters: 115110/150000 || Lr: 0.005383 || Task Loss: 0.3296 || KD Loss: 0.0464|| 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, 5:35:49 || Estimated Time: 16:14:43
2023-07-26 16:22:22,031 semantic_segmentation INFO: Iters: 115120/150000 || Lr: 0.005381 || Task Loss: 0.4564 || KD Loss: 0.0695|| 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, 5:36:06 || Estimated Time: 16:14:26
2023-07-26 16:22:38,515 semantic_segmentation INFO: Iters: 115130/150000 || Lr: 0.005380 || Task Loss: 0.2986 || KD Loss: 0.0427|| 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, 5:36:22 || Estimated Time: 16:14:09
2023-07-26 16:22:55,087 semantic_segmentation INFO: Iters: 115140/150000 || Lr: 0.005378 || Task Loss: 0.2088 || KD Loss: 0.0343|| 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, 5:36:39 || Estimated Time: 16:13:52
2023-07-26 16:23:11,603 semantic_segmentation INFO: Iters: 115150/150000 || Lr: 0.005377 || Task Loss: 0.3146 || KD Loss: 0.0538|| 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, 5:36:56 || Estimated Time: 16:13:35
2023-07-26 16:23:28,179 semantic_segmentation INFO: Iters: 115160/150000 || Lr: 0.005376 || Task Loss: 0.2639 || KD Loss: 0.0500|| 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, 5:37:12 || Estimated Time: 16:13:19
2023-07-26 16:23:44,768 semantic_segmentation INFO: Iters: 115170/150000 || Lr: 0.005374 || Task Loss: 0.2542 || KD Loss: 0.0338|| 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, 5:37:29 || Estimated Time: 16:13:02
2023-07-26 16:24:01,351 semantic_segmentation INFO: Iters: 115180/150000 || Lr: 0.005373 || Task Loss: 0.2699 || KD Loss: 0.0380|| 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, 5:37:45 || Estimated Time: 16:12:45
2023-07-26 16:24:17,757 semantic_segmentation INFO: Iters: 115190/150000 || Lr: 0.005371 || Task Loss: 0.2074 || KD Loss: 0.0336|| 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, 5:38:02 || Estimated Time: 16:12:28
2023-07-26 16:24:34,546 semantic_segmentation INFO: Iters: 115200/150000 || Lr: 0.005370 || Task Loss: 0.2043 || KD Loss: 0.0300|| 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, 5:38:19 || Estimated Time: 16:12:11
2023-07-26 16:24:34,663 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 16:24:35,123 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-26 16:24:35,152 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.135
2023-07-26 16:24:35,165 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-26 16:24:35,179 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.166
2023-07-26 16:24:35,192 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.241
2023-07-26 16:24:35,204 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.281
2023-07-26 16:24:35,218 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.326
2023-07-26 16:24:35,232 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.331
2023-07-26 16:24:35,244 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.373
2023-07-26 16:24:35,258 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.418
2023-07-26 16:24:35,272 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.459
2023-07-26 16:24:35,287 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.506
2023-07-26 16:24:35,299 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.454
2023-07-26 16:24:35,312 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.439
2023-07-26 16:24:35,326 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.437
2023-07-26 16:24:35,339 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.432
2023-07-26 16:24:35,349 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.422
2023-07-26 16:24:35,362 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.423
2023-07-26 16:24:35,376 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.422
2023-07-26 16:24:35,391 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.479
2023-07-26 16:24:35,405 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.486
2023-07-26 16:24:35,420 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.492
2023-07-26 16:24:35,434 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.526
2023-07-26 16:24:35,450 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.526
2023-07-26 16:24:35,466 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.525
2023-07-26 16:24:35,479 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.527
2023-07-26 16:24:35,494 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.530
2023-07-26 16:24:35,506 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.531
2023-07-26 16:24:35,521 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.519
2023-07-26 16:24:35,535 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.520
2023-07-26 16:24:35,549 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.524
2023-07-26 16:24:35,564 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.522
2023-07-26 16:24:35,578 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.532
2023-07-26 16:24:35,593 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.528
2023-07-26 16:24:35,608 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.572
2023-07-26 16:24:35,623 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.572
2023-07-26 16:24:35,637 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.572
2023-07-26 16:24:35,650 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.617
2023-07-26 16:24:35,667 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.620
2023-07-26 16:24:35,681 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.618
2023-07-26 16:24:35,695 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.637
2023-07-26 16:24:35,710 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.637
2023-07-26 16:24:35,725 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.631
2023-07-26 16:24:35,739 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.632
2023-07-26 16:24:35,755 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-26 16:24:35,770 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 16:24:35,784 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-26 16:24:35,797 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-26 16:24:35,811 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.648
2023-07-26 16:24:35,828 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.646
2023-07-26 16:24:35,843 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.644
2023-07-26 16:24:35,858 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.644
2023-07-26 16:24:35,870 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.643
2023-07-26 16:24:35,885 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.644
2023-07-26 16:24:35,900 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.651
2023-07-26 16:24:35,913 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.650
2023-07-26 16:24:35,928 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.650
2023-07-26 16:24:35,944 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.650
2023-07-26 16:24:35,957 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.651
2023-07-26 16:24:35,971 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-26 16:24:35,984 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-26 16:24:35,998 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-26 16:24:36,011 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-26 16:24:36,028 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.687
2023-07-26 16:24:36,041 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.687
2023-07-26 16:24:36,057 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-26 16:24:36,072 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-26 16:24:36,086 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-26 16:24:36,101 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-26 16:24:36,117 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-26 16:24:36,132 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-26 16:24:36,145 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.752
2023-07-26 16:24:36,161 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-26 16:24:36,177 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.751
2023-07-26 16:24:36,193 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-26 16:24:36,208 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.754
2023-07-26 16:24:36,223 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-26 16:24:36,232 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-26 16:24:36,247 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-26 16:24:36,262 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-26 16:24:36,275 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:36,289 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:36,304 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:36,318 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:36,333 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:36,347 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:36,362 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:36,376 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:36,390 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:36,403 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:36,417 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-26 16:24:36,432 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 16:24:36,447 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-26 16:24:36,462 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:36,477 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:24:36,492 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:24:36,505 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:36,518 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:36,533 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 16:24:36,546 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:36,561 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:36,575 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:36,588 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-26 16:24:36,603 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:24:36,619 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:36,631 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:24:36,646 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:36,660 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:24:36,673 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:36,686 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:36,698 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 16:24:36,711 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:36,725 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:36,740 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:36,754 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:36,767 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:36,779 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-26 16:24:36,794 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 16:24:36,806 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:36,820 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:24:36,835 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:36,847 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:36,860 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:24:36,875 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 16:24:36,890 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 16:24:36,898 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-26 16:24:36,910 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-26 16:24:36,926 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:36,934 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:36,947 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:36,962 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:36,976 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:36,989 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:37,004 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:37,017 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:37,029 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:37,044 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:37,057 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:37,072 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:37,085 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 16:24:37,100 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-26 16:24:37,116 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:37,131 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:37,146 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:37,161 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:37,176 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:37,192 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:37,207 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 16:24:37,217 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 16:24:37,232 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 16:24:37,247 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 16:24:37,260 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 16:24:37,273 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 16:24:37,286 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:24:37,299 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 16:24:37,313 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 16:24:37,327 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 16:24:37,342 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 16:24:37,357 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 16:24:37,371 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 16:24:37,386 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:24:37,400 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:24:37,413 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 16:24:37,427 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 16:24:37,440 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 16:24:37,452 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:24:37,464 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:37,478 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:37,493 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-26 16:24:37,507 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-26 16:24:37,522 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 16:24:37,535 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.933, mIoU: 0.689
2023-07-26 16:24:37,550 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-26 16:24:37,564 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-26 16:24:37,579 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-26 16:24:37,593 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.934, mIoU: 0.696
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2023-07-26 16:24:40,325 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.930, mIoU: 0.686
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2023-07-26 16:24:40,493 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.932, mIoU: 0.687
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2023-07-26 16:24:40,667 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.931, mIoU: 0.686
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2023-07-26 16:24:40,775 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.932, mIoU: 0.685
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2023-07-26 16:24:40,801 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.931, mIoU: 0.683
2023-07-26 16:24:40,815 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.932, mIoU: 0.683
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2023-07-26 16:24:40,869 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.931, mIoU: 0.682
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2023-07-26 16:24:40,934 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.931, mIoU: 0.684
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2023-07-26 16:24:40,975 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 16:24:40,990 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-26 16:24:41,004 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.931, mIoU: 0.685
2023-07-26 16:24:41,019 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.931, mIoU: 0.682
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2023-07-26 16:24:41,145 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 16:24:41,174 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.932, mIoU: 0.688
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2023-07-26 16:24:41,268 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.932, mIoU: 0.690
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2023-07-26 16:24:41,299 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 16:24:41,315 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 16:24:41,329 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.932, mIoU: 0.691
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2023-07-26 16:24:41,357 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.690
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2023-07-26 16:24:41,562 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.933, mIoU: 0.692
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2023-07-26 16:24:41,662 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.693
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2023-07-26 16:24:41,692 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 16:24:41,707 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 16:24:41,721 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 16:24:41,733 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-26 16:24:41,748 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 16:24:41,762 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 16:24:41,775 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 16:24:41,790 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-26 16:24:41,802 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 16:24:41,816 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-26 16:24:41,830 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.934, mIoU: 0.696
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2023-07-26 16:24:41,883 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 16:24:41,896 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.934, mIoU: 0.699
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2023-07-26 16:24:41,938 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.934, mIoU: 0.700
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2023-07-26 16:24:41,979 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.935, mIoU: 0.700
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2023-07-26 16:24:42,103 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 16:24:42,119 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 16:24:42,132 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 16:24:42,148 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 16:24:42,163 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 16:24:42,179 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.936, mIoU: 0.704
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2023-07-26 16:24:42,253 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-26 16:24:42,267 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.935, mIoU: 0.699
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2023-07-26 16:24:42,328 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-26 16:24:42,341 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 16:24:42,385 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-26 16:24:42,399 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.935, mIoU: 0.705
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2023-07-26 16:24:42,468 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.935, mIoU: 0.707
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2023-07-26 16:24:42,748 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 16:24:42,930 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 16:24:43,000 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 16:24:43,070 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:43,085 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,101 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,114 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,129 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,142 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,157 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,172 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,187 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,200 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,212 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,224 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,238 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,253 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,270 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,284 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,298 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,310 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,324 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,339 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,351 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,366 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,380 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,394 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,409 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,424 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,435 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,450 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:43,465 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,479 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,494 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,509 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,521 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,536 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:43,551 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 16:24:43,566 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:43,579 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:43,593 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:43,607 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:43,622 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:43,636 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:43,651 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:43,666 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:43,680 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:43,694 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:43,708 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 16:24:43,720 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:43,735 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 16:24:43,749 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,763 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,775 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,790 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,802 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,817 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,832 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:43,847 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:43,862 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:43,877 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:43,892 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:43,906 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:43,920 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:24:43,934 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:24:43,949 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:43,967 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:43,981 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:24:43,997 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 16:24:44,007 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,020 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,034 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,047 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,061 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,074 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,086 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,101 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,117 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:44,132 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,147 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,160 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,173 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,186 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,200 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,214 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,229 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,244 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,259 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,275 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,288 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,303 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,317 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,330 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,343 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,357 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,372 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,387 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,400 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,414 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 16:24:44,429 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:44,444 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:44,457 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:44,470 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:44,478 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 16:24:44,493 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,508 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,523 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,539 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,553 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,568 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 16:24:44,584 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:44,599 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,612 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,627 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,640 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,655 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,669 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,682 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,694 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,707 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:44,720 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,733 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,745 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:44,758 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:24:44,771 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,787 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,798 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,811 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,824 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,835 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,851 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 16:24:44,866 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:44,881 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:44,897 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:44,912 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:44,927 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:44,940 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:44,956 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:44,971 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:44,988 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,004 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,019 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:45,035 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:45,047 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:45,059 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:45,071 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,086 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,101 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,114 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,127 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,141 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,154 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,168 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,182 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,196 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,208 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,222 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,234 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,247 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,261 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,276 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,293 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,306 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,322 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,337 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,349 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,362 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,378 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,393 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,408 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,422 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:45,434 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,447 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,461 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,474 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:45,489 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:45,505 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:45,518 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,533 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,546 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,561 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,576 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,589 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,602 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,617 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,632 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,645 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,660 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,675 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,688 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,701 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,715 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,730 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,746 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,759 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,772 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,785 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,800 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,812 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,824 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,839 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,853 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,865 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,880 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,895 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:45,911 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,926 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,938 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,950 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,964 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,977 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:45,989 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,002 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:46,017 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,030 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,043 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,056 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,072 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,087 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,103 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,117 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,131 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,146 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,161 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,176 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:24:46,191 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 16:24:46,204 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 16:24:46,217 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,229 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,245 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,261 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:46,274 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:46,292 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 16:24:46,304 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,316 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,331 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,345 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,357 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,372 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,384 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,398 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,411 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,425 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,437 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,451 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,465 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,478 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,494 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,510 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,525 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 16:24:46,540 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,555 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,570 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,584 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 16:24:46,598 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,614 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,629 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,642 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,655 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,668 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,684 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,701 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,718 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,733 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,744 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,759 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,775 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,790 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,802 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,818 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,832 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,845 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,859 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,874 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:46,889 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,902 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:46,913 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 16:24:46,930 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:46,944 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:46,959 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:46,972 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:46,987 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:47,002 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:47,017 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:47,031 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 16:24:47,044 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:47,059 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:47,072 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:47,086 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,100 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,113 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 16:24:47,129 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,142 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,156 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,171 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,185 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,200 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,214 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,228 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,242 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,257 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,271 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,286 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,301 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,311 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,326 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,339 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,353 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,368 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,384 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,397 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,411 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,426 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,440 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:47,456 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,471 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,484 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,500 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,514 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,529 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,542 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,556 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,571 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,586 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,599 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,614 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,628 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,641 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,655 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,669 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,682 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,696 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,709 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,723 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,739 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,754 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,769 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,784 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,799 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,812 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,825 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:47,840 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,853 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,866 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,881 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:47,895 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,910 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,925 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,938 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,951 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,967 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,981 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:47,994 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,008 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,021 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,036 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,050 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,065 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,080 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,094 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,103 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,119 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,135 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,148 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,162 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,177 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,192 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,205 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,220 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,235 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,250 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,265 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,280 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,296 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,313 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,326 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,341 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,356 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,369 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,382 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,397 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,412 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,426 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,433 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,446 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,458 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,470 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,481 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,496 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,510 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,524 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,536 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,549 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,564 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,575 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:48,590 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:48,603 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,619 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,634 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,649 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,664 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,676 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,689 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,704 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,719 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,733 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,747 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:48,760 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:48,770 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,780 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,793 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,804 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,818 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,830 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:48,845 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:48,859 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:48,874 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:48,887 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:48,901 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,916 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:48,930 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,945 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,959 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:48,974 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:48,988 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,004 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,017 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,030 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,046 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,058 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,074 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,087 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,102 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,117 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,134 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,149 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,162 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,176 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,190 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,205 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,219 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,231 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,243 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,258 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-26 16:24:49,272 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-26 16:24:49,286 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 16:24:49,300 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 16:24:49,315 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 16:24:49,330 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-26 16:24:49,346 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,361 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,373 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,388 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,399 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,412 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,427 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,439 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,454 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,469 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,484 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,499 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,516 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 16:24:49,531 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,546 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,558 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,573 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,585 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,600 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,615 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,627 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,642 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,654 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,669 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,683 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 16:24:49,698 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,712 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,727 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,739 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,751 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,766 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:49,779 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,793 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,808 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,823 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,838 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,851 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,863 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,879 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,894 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,909 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,922 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,935 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,950 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,965 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,980 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:49,994 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,010 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,024 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,038 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,053 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:50,068 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:50,082 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:50,097 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-26 16:24:50,111 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:50,124 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:50,139 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,153 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-26 16:24:50,169 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,181 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-26 16:24:50,195 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 16:24:50,209 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,225 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,238 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,252 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,267 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,281 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,295 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,310 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,324 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,337 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:50,352 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,368 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,382 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,396 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,409 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-26 16:24:50,418 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:50,433 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:50,448 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:50,461 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 16:24:50,476 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:50,491 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:50,504 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:50,518 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:50,533 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:50,547 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,562 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,578 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,592 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,608 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,622 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,634 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 16:24:50,648 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:50,662 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,676 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,688 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,700 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,714 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,728 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,742 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:50,756 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:50,768 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:50,783 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:50,797 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,810 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,826 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,841 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,856 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,871 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,884 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:50,899 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,913 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,928 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,943 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,956 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,971 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,984 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:50,996 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,009 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,024 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,039 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,053 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,067 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,077 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,090 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,106 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,121 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,133 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,148 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,164 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,178 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,191 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,206 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,221 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,234 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 16:24:51,249 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-26 16:24:51,262 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,275 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,290 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,305 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,319 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,334 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,347 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:51,363 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,379 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,391 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,405 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,420 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,434 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,448 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,460 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-26 16:24:51,473 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,487 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,501 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,516 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,528 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,542 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,558 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,571 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,581 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,595 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,610 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:51,625 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-26 16:24:51,639 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,652 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,666 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,680 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,692 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,707 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,721 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,736 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,751 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,766 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,780 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,793 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,808 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,821 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,834 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,850 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,865 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,877 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,892 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,903 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,918 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,933 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-26 16:24:51,948 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,960 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,976 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:51,992 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,007 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,018 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,033 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,048 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,059 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,074 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,089 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,103 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,116 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,128 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,143 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,157 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,171 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,184 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,199 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,211 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,224 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 16:24:52,239 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,253 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,268 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 16:24:52,282 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,298 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,311 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,326 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,339 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,354 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,369 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 16:24:52,383 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,396 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,412 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,426 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,442 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,455 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,468 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,482 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 16:24:52,497 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,511 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,524 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,539 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,554 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,569 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,583 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,598 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,614 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,627 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,640 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,654 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,666 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,680 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,694 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,708 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,722 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,736 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:52,750 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:52,764 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:52,777 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,791 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,805 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,819 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,832 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:52,847 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,862 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,876 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,888 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,903 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,918 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,931 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,946 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,961 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,976 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:52,990 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,005 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,019 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,034 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,047 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,060 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,073 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,086 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,099 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,114 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,129 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,141 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,154 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,169 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 16:24:53,180 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,194 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,209 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,224 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,239 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,253 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,266 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,280 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,295 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,307 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,322 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,337 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,352 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:53,365 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,380 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,396 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:53,411 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:53,425 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 16:24:53,437 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,452 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,467 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,482 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,496 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,509 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,525 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,539 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,554 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,569 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,584 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,599 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,614 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 16:24:53,624 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,638 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,651 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,663 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 16:24:53,679 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,693 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,706 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,718 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,730 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,743 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,757 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,770 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,784 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,798 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,810 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,824 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,838 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,851 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,866 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,880 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,893 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,908 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 16:24:53,919 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,934 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,949 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,963 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,978 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:53,990 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:54,003 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:54,017 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 16:24:54,032 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,046 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,059 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,071 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,086 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,101 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 16:24:54,115 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,128 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,142 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,159 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,174 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,188 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,203 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,211 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,225 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,238 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,250 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,265 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,279 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:24:54,293 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,308 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,323 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,338 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,353 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,365 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,380 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,396 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,412 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,427 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,442 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,458 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,471 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-26 16:24:54,485 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,499 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:24:54,514 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,527 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:24:54,540 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,554 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,569 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,583 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:54,598 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,613 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,627 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,642 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,654 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,669 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,682 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,697 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,713 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,728 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,743 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,755 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,771 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:54,785 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,800 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,815 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,830 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,845 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,859 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,872 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:54,886 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,899 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,913 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,927 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:54,942 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:24:54,956 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,971 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,984 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:54,993 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,008 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,020 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,035 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,049 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,063 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,077 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,088 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,098 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,114 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,129 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,144 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,157 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,171 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,186 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,199 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,213 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,228 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,242 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,256 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,269 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,283 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,297 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,311 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,324 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,338 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,353 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,367 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,382 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,394 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,408 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,424 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:24:55,440 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:25:11,965 semantic_segmentation INFO: Iters: 115210/150000 || Lr: 0.005369 || Task Loss: 0.3337 || KD Loss: 0.0514|| 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, 5:38:56 || Estimated Time: 16:12:01
2023-07-26 16:25:28,396 semantic_segmentation INFO: Iters: 115220/150000 || Lr: 0.005367 || Task Loss: 0.2478 || KD Loss: 0.0369|| 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, 5:39:12 || Estimated Time: 16:11:44
2023-07-26 16:25:45,009 semantic_segmentation INFO: Iters: 115230/150000 || Lr: 0.005366 || Task Loss: 0.3596 || KD Loss: 0.0444|| 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, 5:39:29 || Estimated Time: 16:11:27
2023-07-26 16:26:01,634 semantic_segmentation INFO: Iters: 115240/150000 || Lr: 0.005365 || Task Loss: 0.2491 || KD Loss: 0.0320|| 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, 5:39:46 || Estimated Time: 16:11:10
2023-07-26 16:26:18,347 semantic_segmentation INFO: Iters: 115250/150000 || Lr: 0.005363 || Task Loss: 0.2445 || KD Loss: 0.0408|| 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, 5:40:02 || Estimated Time: 16:10:54
2023-07-26 16:26:34,983 semantic_segmentation INFO: Iters: 115260/150000 || Lr: 0.005362 || Task Loss: 0.4388 || KD Loss: 0.0722|| 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, 5:40:19 || Estimated Time: 16:10:37
2023-07-26 16:26:51,969 semantic_segmentation INFO: Iters: 115270/150000 || Lr: 0.005360 || Task Loss: 0.2991 || KD Loss: 0.0393|| 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, 5:40:36 || Estimated Time: 16:10:20
2023-07-26 16:27:08,654 semantic_segmentation INFO: Iters: 115280/150000 || Lr: 0.005359 || Task Loss: 0.3299 || KD Loss: 0.0425|| 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, 5:40:53 || Estimated Time: 16:10:03
2023-07-26 16:27:25,326 semantic_segmentation INFO: Iters: 115290/150000 || Lr: 0.005358 || Task Loss: 0.3288 || KD Loss: 0.0332|| 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, 5:41:09 || Estimated Time: 16:09:46
2023-07-26 16:27:41,994 semantic_segmentation INFO: Iters: 115300/150000 || Lr: 0.005356 || Task Loss: 0.2740 || KD Loss: 0.0372|| 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, 5:41:26 || Estimated Time: 16:09:30
2023-07-26 16:27:58,580 semantic_segmentation INFO: Iters: 115310/150000 || Lr: 0.005355 || Task Loss: 0.3523 || KD Loss: 0.0440|| 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, 5:41:43 || Estimated Time: 16:09:13
2023-07-26 16:28:15,298 semantic_segmentation INFO: Iters: 115320/150000 || Lr: 0.005353 || Task Loss: 0.3332 || KD Loss: 0.0468|| 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, 5:41:59 || Estimated Time: 16:08:56
2023-07-26 16:28:31,973 semantic_segmentation INFO: Iters: 115330/150000 || Lr: 0.005352 || Task Loss: 0.3152 || KD Loss: 0.0405|| 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, 5:42:16 || Estimated Time: 16:08:39
2023-07-26 16:28:48,599 semantic_segmentation INFO: Iters: 115340/150000 || Lr: 0.005351 || Task Loss: 0.3251 || KD Loss: 0.0442|| 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, 5:42:33 || Estimated Time: 16:08:22
2023-07-26 16:29:05,316 semantic_segmentation INFO: Iters: 115350/150000 || Lr: 0.005349 || Task Loss: 0.3173 || KD Loss: 0.0430|| 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, 5:42:49 || Estimated Time: 16:08:06
2023-07-26 16:29:22,088 semantic_segmentation INFO: Iters: 115360/150000 || Lr: 0.005348 || Task Loss: 0.2817 || KD Loss: 0.0462|| 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, 5:43:06 || Estimated Time: 16:07:49
2023-07-26 16:29:38,670 semantic_segmentation INFO: Iters: 115370/150000 || Lr: 0.005346 || Task Loss: 0.3383 || KD Loss: 0.0444|| 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, 5:43:23 || Estimated Time: 16:07:32
2023-07-26 16:29:55,362 semantic_segmentation INFO: Iters: 115380/150000 || Lr: 0.005345 || Task Loss: 0.5773 || KD Loss: 0.0693|| 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, 5:43:39 || Estimated Time: 16:07:15
2023-07-26 16:30:12,057 semantic_segmentation INFO: Iters: 115390/150000 || Lr: 0.005344 || Task Loss: 0.3896 || KD Loss: 0.0433|| 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, 5:43:56 || Estimated Time: 16:06:59
2023-07-26 16:30:28,643 semantic_segmentation INFO: Iters: 115400/150000 || Lr: 0.005342 || Task Loss: 0.3695 || KD Loss: 0.0461|| 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, 5:44:13 || Estimated Time: 16:06:42
2023-07-26 16:30:45,538 semantic_segmentation INFO: Iters: 115410/150000 || Lr: 0.005341 || Task Loss: 0.4699 || KD Loss: 0.0821|| 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, 5:44:30 || Estimated Time: 16:06:25
2023-07-26 16:31:02,122 semantic_segmentation INFO: Iters: 115420/150000 || Lr: 0.005340 || Task Loss: 0.2683 || KD Loss: 0.0530|| 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, 5:44:46 || Estimated Time: 16:06:08
2023-07-26 16:31:18,700 semantic_segmentation INFO: Iters: 115430/150000 || Lr: 0.005338 || Task Loss: 0.2647 || KD Loss: 0.0444|| 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, 5:45:03 || Estimated Time: 16:05:51
2023-07-26 16:31:35,372 semantic_segmentation INFO: Iters: 115440/150000 || Lr: 0.005337 || Task Loss: 0.4098 || KD Loss: 0.1196|| 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, 5:45:19 || Estimated Time: 16:05:35
2023-07-26 16:31:52,031 semantic_segmentation INFO: Iters: 115450/150000 || Lr: 0.005335 || Task Loss: 0.4837 || KD Loss: 0.0588|| 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, 5:45:36 || Estimated Time: 16:05:18
2023-07-26 16:32:08,682 semantic_segmentation INFO: Iters: 115460/150000 || Lr: 0.005334 || Task Loss: 0.4190 || KD Loss: 0.0728|| 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, 5:45:53 || Estimated Time: 16:05:01
2023-07-26 16:32:25,330 semantic_segmentation INFO: Iters: 115470/150000 || Lr: 0.005333 || Task Loss: 0.3338 || KD Loss: 0.0439|| 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, 5:46:09 || Estimated Time: 16:04:44
2023-07-26 16:32:41,983 semantic_segmentation INFO: Iters: 115480/150000 || Lr: 0.005331 || Task Loss: 0.3162 || KD Loss: 0.0582|| 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, 5:46:26 || Estimated Time: 16:04:27
2023-07-26 16:32:58,465 semantic_segmentation INFO: Iters: 115490/150000 || Lr: 0.005330 || Task Loss: 0.5261 || KD Loss: 0.2402|| 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, 5:46:42 || Estimated Time: 16:04:11
2023-07-26 16:33:15,015 semantic_segmentation INFO: Iters: 115500/150000 || Lr: 0.005328 || Task Loss: 0.3554 || KD Loss: 0.0582|| 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, 5:46:59 || Estimated Time: 16:03:54
2023-07-26 16:33:31,627 semantic_segmentation INFO: Iters: 115510/150000 || Lr: 0.005327 || Task Loss: 0.4111 || KD Loss: 0.0627|| 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, 5:47:16 || Estimated Time: 16:03:37
2023-07-26 16:33:48,282 semantic_segmentation INFO: Iters: 115520/150000 || Lr: 0.005326 || Task Loss: 0.3727 || KD Loss: 0.0452|| 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, 5:47:32 || Estimated Time: 16:03:20
2023-07-26 16:34:04,748 semantic_segmentation INFO: Iters: 115530/150000 || Lr: 0.005324 || Task Loss: 0.3127 || KD Loss: 0.0360|| 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, 5:47:49 || Estimated Time: 16:03:03
2023-07-26 16:34:21,260 semantic_segmentation INFO: Iters: 115540/150000 || Lr: 0.005323 || Task Loss: 0.2962 || KD Loss: 0.0390|| 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, 5:48:05 || Estimated Time: 16:02:46
2023-07-26 16:34:37,704 semantic_segmentation INFO: Iters: 115550/150000 || Lr: 0.005321 || Task Loss: 0.3360 || KD Loss: 0.0518|| 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, 5:48:22 || Estimated Time: 16:02:30
2023-07-26 16:34:54,248 semantic_segmentation INFO: Iters: 115560/150000 || Lr: 0.005320 || Task Loss: 0.2830 || KD Loss: 0.0629|| 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, 5:48:38 || Estimated Time: 16:02:13
2023-07-26 16:35:10,664 semantic_segmentation INFO: Iters: 115570/150000 || Lr: 0.005319 || Task Loss: 0.2441 || KD Loss: 0.0530|| 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, 5:48:55 || Estimated Time: 16:01:56
2023-07-26 16:35:27,218 semantic_segmentation INFO: Iters: 115580/150000 || Lr: 0.005317 || Task Loss: 0.1844 || KD Loss: 0.0277|| 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, 5:49:11 || Estimated Time: 16:01:39
2023-07-26 16:35:43,822 semantic_segmentation INFO: Iters: 115590/150000 || Lr: 0.005316 || Task Loss: 0.3694 || KD Loss: 0.0427|| 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, 5:49:28 || Estimated Time: 16:01:22
2023-07-26 16:36:00,421 semantic_segmentation INFO: Iters: 115600/150000 || Lr: 0.005314 || Task Loss: 0.4263 || KD Loss: 0.0685|| 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, 5:49:44 || Estimated Time: 16:01:05
2023-07-26 16:36:16,783 semantic_segmentation INFO: Iters: 115610/150000 || Lr: 0.005313 || Task Loss: 0.3756 || KD Loss: 0.0461|| 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, 5:50:01 || Estimated Time: 16:00:49
2023-07-26 16:36:33,377 semantic_segmentation INFO: Iters: 115620/150000 || Lr: 0.005312 || Task Loss: 0.2685 || KD Loss: 0.0458|| 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, 5:50:17 || Estimated Time: 16:00:32
2023-07-26 16:36:49,755 semantic_segmentation INFO: Iters: 115630/150000 || Lr: 0.005310 || Task Loss: 0.2532 || KD Loss: 0.0634|| 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, 5:50:34 || Estimated Time: 16:00:15
2023-07-26 16:37:06,209 semantic_segmentation INFO: Iters: 115640/150000 || Lr: 0.005309 || Task Loss: 0.3160 || KD Loss: 0.0482|| 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, 5:50:50 || Estimated Time: 15:59:58
2023-07-26 16:37:22,673 semantic_segmentation INFO: Iters: 115650/150000 || Lr: 0.005308 || Task Loss: 0.4019 || KD Loss: 0.0527|| 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, 5:51:07 || Estimated Time: 15:59:41
2023-07-26 16:37:39,153 semantic_segmentation INFO: Iters: 115660/150000 || Lr: 0.005306 || Task Loss: 0.3059 || KD Loss: 0.0548|| 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, 5:51:23 || Estimated Time: 15:59:24
2023-07-26 16:37:55,707 semantic_segmentation INFO: Iters: 115670/150000 || Lr: 0.005305 || Task Loss: 0.2143 || KD Loss: 0.0312|| 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, 5:51:40 || Estimated Time: 15:59:07
2023-07-26 16:38:12,272 semantic_segmentation INFO: Iters: 115680/150000 || Lr: 0.005303 || Task Loss: 0.3085 || KD Loss: 0.0423|| 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, 5:51:56 || Estimated Time: 15:58:51
2023-07-26 16:38:28,765 semantic_segmentation INFO: Iters: 115690/150000 || Lr: 0.005302 || Task Loss: 0.3735 || KD Loss: 0.0354|| 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, 5:52:13 || Estimated Time: 15:58:34
2023-07-26 16:38:45,256 semantic_segmentation INFO: Iters: 115700/150000 || Lr: 0.005301 || Task Loss: 0.2021 || KD Loss: 0.0321|| 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, 5:52:29 || Estimated Time: 15:58:17
2023-07-26 16:39:01,653 semantic_segmentation INFO: Iters: 115710/150000 || Lr: 0.005299 || Task Loss: 0.4181 || KD Loss: 0.0723|| 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, 5:52:46 || Estimated Time: 15:58:00
2023-07-26 16:39:18,241 semantic_segmentation INFO: Iters: 115720/150000 || Lr: 0.005298 || Task Loss: 0.3450 || KD Loss: 0.0422|| 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, 5:53:02 || Estimated Time: 15:57:43
2023-07-26 16:39:34,610 semantic_segmentation INFO: Iters: 115730/150000 || Lr: 0.005296 || Task Loss: 0.2450 || KD Loss: 0.0291|| 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, 5:53:19 || Estimated Time: 15:57:26
2023-07-26 16:39:51,152 semantic_segmentation INFO: Iters: 115740/150000 || Lr: 0.005295 || Task Loss: 0.2570 || KD Loss: 0.0483|| 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, 5:53:35 || Estimated Time: 15:57:10
2023-07-26 16:40:07,663 semantic_segmentation INFO: Iters: 115750/150000 || Lr: 0.005294 || Task Loss: 0.2314 || KD Loss: 0.0309|| 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, 5:53:52 || Estimated Time: 15:56:53
2023-07-26 16:40:24,184 semantic_segmentation INFO: Iters: 115760/150000 || Lr: 0.005292 || Task Loss: 0.3746 || KD Loss: 0.0435|| 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, 5:54:08 || Estimated Time: 15:56:36
2023-07-26 16:40:40,740 semantic_segmentation INFO: Iters: 115770/150000 || Lr: 0.005291 || Task Loss: 0.3100 || KD Loss: 0.0457|| 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, 5:54:25 || Estimated Time: 15:56:19
2023-07-26 16:40:58,116 semantic_segmentation INFO: Iters: 115780/150000 || Lr: 0.005289 || Task Loss: 0.3085 || KD Loss: 0.0544|| 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, 5:54:42 || Estimated Time: 15:56:02
2023-07-26 16:41:17,299 semantic_segmentation INFO: Iters: 115790/150000 || Lr: 0.005288 || Task Loss: 0.2365 || KD Loss: 0.0342|| 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, 5:55:01 || Estimated Time: 15:55:46
2023-07-26 16:41:33,811 semantic_segmentation INFO: Iters: 115800/150000 || Lr: 0.005287 || Task Loss: 0.3084 || 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, 5:55:18 || Estimated Time: 15:55:30
2023-07-26 16:41:50,180 semantic_segmentation INFO: Iters: 115810/150000 || Lr: 0.005285 || Task Loss: 0.2263 || KD Loss: 0.0224|| 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, 5:55:34 || Estimated Time: 15:55:13
2023-07-26 16:42:06,757 semantic_segmentation INFO: Iters: 115820/150000 || Lr: 0.005284 || Task Loss: 0.2152 || KD Loss: 0.0314|| 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, 5:55:51 || Estimated Time: 15:54:56
2023-07-26 16:42:23,143 semantic_segmentation INFO: Iters: 115830/150000 || Lr: 0.005283 || Task Loss: 0.1957 || KD Loss: 0.0379|| 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, 5:56:07 || Estimated Time: 15:54:39
2023-07-26 16:42:39,749 semantic_segmentation INFO: Iters: 115840/150000 || Lr: 0.005281 || Task Loss: 0.3363 || KD Loss: 0.0425|| 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, 5:56:24 || Estimated Time: 15:54:22
2023-07-26 16:42:56,243 semantic_segmentation INFO: Iters: 115850/150000 || Lr: 0.005280 || Task Loss: 0.2683 || KD Loss: 0.0355|| 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, 5:56:40 || Estimated Time: 15:54:05
2023-07-26 16:43:12,718 semantic_segmentation INFO: Iters: 115860/150000 || Lr: 0.005278 || Task Loss: 0.4402 || KD Loss: 0.0536|| 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, 5:56:57 || Estimated Time: 15:53:49
2023-07-26 16:43:29,300 semantic_segmentation INFO: Iters: 115870/150000 || Lr: 0.005277 || Task Loss: 0.2547 || KD Loss: 0.0247|| 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, 5:57:13 || Estimated Time: 15:53:32
2023-07-26 16:43:45,841 semantic_segmentation INFO: Iters: 115880/150000 || Lr: 0.005276 || Task Loss: 0.3028 || KD Loss: 0.0458|| 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, 5:57:30 || Estimated Time: 15:53:15
2023-07-26 16:44:02,290 semantic_segmentation INFO: Iters: 115890/150000 || Lr: 0.005274 || Task Loss: 0.4780 || KD Loss: 0.0465|| 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, 5:57:46 || Estimated Time: 15:52:58
2023-07-26 16:44:18,775 semantic_segmentation INFO: Iters: 115900/150000 || Lr: 0.005273 || Task Loss: 0.2123 || KD Loss: 0.0402|| 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, 5:58:03 || Estimated Time: 15:52:41
2023-07-26 16:44:35,232 semantic_segmentation INFO: Iters: 115910/150000 || Lr: 0.005271 || Task Loss: 0.3699 || KD Loss: 0.1369|| 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, 5:58:19 || Estimated Time: 15:52:24
2023-07-26 16:44:51,809 semantic_segmentation INFO: Iters: 115920/150000 || Lr: 0.005270 || Task Loss: 0.3290 || KD Loss: 0.0444|| 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, 5:58:36 || Estimated Time: 15:52:08
2023-07-26 16:45:08,229 semantic_segmentation INFO: Iters: 115930/150000 || Lr: 0.005269 || Task Loss: 0.3824 || KD Loss: 0.0962|| 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, 5:58:52 || Estimated Time: 15:51:51
2023-07-26 16:45:24,793 semantic_segmentation INFO: Iters: 115940/150000 || Lr: 0.005267 || Task Loss: 0.2767 || KD Loss: 0.0568|| 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, 5:59:09 || Estimated Time: 15:51:34
2023-07-26 16:45:41,139 semantic_segmentation INFO: Iters: 115950/150000 || Lr: 0.005266 || Task Loss: 0.2564 || KD Loss: 0.0398|| 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, 5:59:25 || Estimated Time: 15:51:17
2023-07-26 16:45:57,668 semantic_segmentation INFO: Iters: 115960/150000 || Lr: 0.005264 || Task Loss: 0.3378 || 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, 5:59:42 || Estimated Time: 15:51:00
2023-07-26 16:46:14,171 semantic_segmentation INFO: Iters: 115970/150000 || Lr: 0.005263 || Task Loss: 0.4256 || KD Loss: 0.1094|| 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, 5:59:58 || Estimated Time: 15:50:43
2023-07-26 16:46:30,732 semantic_segmentation INFO: Iters: 115980/150000 || Lr: 0.005262 || Task Loss: 0.2304 || KD Loss: 0.0391|| 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, 6:00:15 || Estimated Time: 15:50:26
2023-07-26 16:46:47,339 semantic_segmentation INFO: Iters: 115990/150000 || Lr: 0.005260 || Task Loss: 0.4234 || KD Loss: 0.1068|| 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, 6:00:31 || Estimated Time: 15:50:10
2023-07-26 16:47:03,915 semantic_segmentation INFO: Iters: 116000/150000 || Lr: 0.005259 || Task Loss: 0.4291 || KD Loss: 0.0758|| 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, 6:00:48 || Estimated Time: 15:49:53
2023-07-26 16:47:04,027 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 16:47:04,479 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 16:47:04,495 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.134
2023-07-26 16:47:04,515 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.157
2023-07-26 16:47:04,529 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.157
2023-07-26 16:47:04,542 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.230
2023-07-26 16:47:04,554 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.275
2023-07-26 16:47:04,567 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.319
2023-07-26 16:47:04,581 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.325
2023-07-26 16:47:04,593 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.325
2023-07-26 16:47:04,606 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.371
2023-07-26 16:47:04,620 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.416
2023-07-26 16:47:04,634 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.433
2023-07-26 16:47:04,646 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.934, mIoU: 0.437
2023-07-26 16:47:04,660 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.933, mIoU: 0.424
2023-07-26 16:47:04,674 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.422
2023-07-26 16:47:04,686 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.417
2023-07-26 16:47:04,696 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.927, mIoU: 0.404
2023-07-26 16:47:04,708 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.929, mIoU: 0.404
2023-07-26 16:47:04,722 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.402
2023-07-26 16:47:04,737 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.459
2023-07-26 16:47:04,751 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.460
2023-07-26 16:47:04,766 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.466
2023-07-26 16:47:04,779 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.499
2023-07-26 16:47:04,794 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.524
2023-07-26 16:47:04,809 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.528
2023-07-26 16:47:04,823 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.533
2023-07-26 16:47:04,838 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.535
2023-07-26 16:47:04,849 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.536
2023-07-26 16:47:04,864 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.524
2023-07-26 16:47:04,879 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.525
2023-07-26 16:47:04,892 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.525
2023-07-26 16:47:04,907 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.523
2023-07-26 16:47:04,923 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.532
2023-07-26 16:47:04,939 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.529
2023-07-26 16:47:04,953 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.566
2023-07-26 16:47:04,967 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.567
2023-07-26 16:47:04,980 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.568
2023-07-26 16:47:04,993 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.614
2023-07-26 16:47:05,009 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.621
2023-07-26 16:47:05,022 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.620
2023-07-26 16:47:05,035 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.639
2023-07-26 16:47:05,050 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.639
2023-07-26 16:47:05,064 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.633
2023-07-26 16:47:05,078 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.633
2023-07-26 16:47:05,093 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.642
2023-07-26 16:47:05,108 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.645
2023-07-26 16:47:05,121 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.647
2023-07-26 16:47:05,134 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.648
2023-07-26 16:47:05,148 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.650
2023-07-26 16:47:05,164 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.640
2023-07-26 16:47:05,180 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.641
2023-07-26 16:47:05,195 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-26 16:47:05,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.638
2023-07-26 16:47:05,223 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.639
2023-07-26 16:47:05,238 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.644
2023-07-26 16:47:05,250 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.643
2023-07-26 16:47:05,265 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.640
2023-07-26 16:47:05,281 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.640
2023-07-26 16:47:05,293 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.641
2023-07-26 16:47:05,308 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-26 16:47:05,321 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-26 16:47:05,335 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-26 16:47:05,347 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-26 16:47:05,364 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-26 16:47:05,376 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-26 16:47:05,391 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-26 16:47:05,405 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-26 16:47:05,417 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-26 16:47:05,431 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-26 16:47:05,446 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-26 16:47:05,461 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 16:47:05,475 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 16:47:05,490 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 16:47:05,505 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 16:47:05,519 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 16:47:05,534 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-26 16:47:05,548 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 16:47:05,558 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 16:47:05,573 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 16:47:05,589 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 16:47:05,602 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 16:47:05,616 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 16:47:05,631 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 16:47:05,646 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 16:47:05,661 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.713
2023-07-26 16:47:05,676 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.715
2023-07-26 16:47:05,691 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:05,706 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 16:47:05,720 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.718
2023-07-26 16:47:05,733 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.717
2023-07-26 16:47:05,748 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 16:47:05,763 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.714
2023-07-26 16:47:05,778 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-26 16:47:05,793 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-26 16:47:05,807 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.702
2023-07-26 16:47:05,822 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.701
2023-07-26 16:47:05,835 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.701
2023-07-26 16:47:05,848 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.702
2023-07-26 16:47:05,862 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-26 16:47:05,875 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.703
2023-07-26 16:47:05,889 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.702
2023-07-26 16:47:05,903 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 16:47:05,915 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.703
2023-07-26 16:47:05,930 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.702
2023-07-26 16:47:05,946 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 16:47:06,151 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.693
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2023-07-26 16:47:08,689 semantic_segmentation INFO: Sample: 301, Validation pixAcc: 0.926, mIoU: 0.681
2023-07-26 16:47:08,707 semantic_segmentation INFO: Sample: 302, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-26 16:47:09,358 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.929, mIoU: 0.684
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2023-07-26 16:47:09,545 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.926, mIoU: 0.679
2023-07-26 16:47:09,561 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.927, mIoU: 0.679
2023-07-26 16:47:09,575 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.927, mIoU: 0.680
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2023-07-26 16:47:09,718 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.926, mIoU: 0.671
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2023-07-26 16:47:10,477 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.675
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2023-07-26 16:47:11,308 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.684
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2023-07-26 16:47:11,443 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 16:47:11,457 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 16:47:11,472 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 16:47:11,486 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 16:47:11,502 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 16:47:11,515 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-26 16:47:11,530 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 16:47:11,545 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 16:47:11,561 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.931, mIoU: 0.686
2023-07-26 16:47:11,576 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 16:47:11,590 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 16:47:11,602 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 16:47:11,617 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 16:47:11,632 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 16:47:11,646 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 16:47:11,660 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-26 16:47:11,676 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.930, mIoU: 0.684
2023-07-26 16:47:11,691 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.930, mIoU: 0.683
2023-07-26 16:47:11,706 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 16:47:11,719 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 16:47:11,733 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 16:47:11,748 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.930, mIoU: 0.686
2023-07-26 16:47:11,762 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.930, mIoU: 0.685
2023-07-26 16:47:11,777 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 16:47:11,791 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 16:47:11,804 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 16:47:11,819 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 16:47:11,833 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.930, mIoU: 0.687
2023-07-26 16:47:11,846 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-26 16:47:11,861 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 16:47:11,872 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 16:47:11,887 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.930, mIoU: 0.690
2023-07-26 16:47:11,899 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.930, mIoU: 0.691
2023-07-26 16:47:11,911 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 16:47:11,923 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.930, mIoU: 0.692
2023-07-26 16:47:11,937 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 16:47:11,952 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 16:47:11,966 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 16:47:11,982 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 16:47:11,990 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.930, mIoU: 0.693
2023-07-26 16:47:12,006 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 16:47:12,022 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,038 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,053 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,068 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,080 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,093 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,108 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 16:47:12,123 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 16:47:12,137 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 16:47:12,149 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 16:47:12,162 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-26 16:47:12,177 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 16:47:12,192 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 16:47:12,207 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.931, mIoU: 0.693
2023-07-26 16:47:12,220 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-26 16:47:12,235 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,250 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,266 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,279 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,294 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,309 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,322 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,337 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,351 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,366 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,381 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,395 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,410 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,425 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,441 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,451 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,466 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,482 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,494 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,509 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,522 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,537 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,551 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,565 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,578 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,590 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,602 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,617 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:12,632 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,648 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,662 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,677 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-26 16:47:12,690 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,705 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,720 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,733 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,748 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,763 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,778 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,792 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,807 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,818 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,832 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,847 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,861 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,875 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,890 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,901 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,915 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-26 16:47:12,930 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,944 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,957 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,971 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-26 16:47:12,986 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 16:47:13,001 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 16:47:13,016 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-26 16:47:13,033 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 16:47:13,047 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 16:47:13,062 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 16:47:13,076 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 16:47:13,090 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-26 16:47:13,103 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-26 16:47:13,117 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-26 16:47:13,132 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,146 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,159 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,173 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,187 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,202 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,216 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,231 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,246 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,260 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-26 16:47:13,275 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,288 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,302 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,316 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,331 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,348 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,362 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,377 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,387 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,400 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,415 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,428 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,443 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,456 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,469 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,485 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,501 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,516 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,532 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,545 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,559 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,572 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,586 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,601 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,616 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-26 16:47:13,631 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,645 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,660 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,672 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,687 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:13,702 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,714 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:13,727 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 16:47:13,783 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:13,797 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 16:47:13,827 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 16:47:13,892 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 16:47:13,996 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:14,011 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:14,025 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:14,041 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 16:47:14,068 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:14,081 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.933, mIoU: 0.706
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2023-07-26 16:47:14,107 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:47:14,120 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 16:47:14,133 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:47:14,145 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.933, mIoU: 0.708
2023-07-26 16:47:14,159 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 16:47:14,174 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.933, mIoU: 0.709
2023-07-26 16:47:14,185 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,199 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,212 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,223 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,237 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,252 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,268 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,283 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,297 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,312 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,326 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,341 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,356 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,373 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 16:47:14,389 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 16:47:14,404 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 16:47:14,419 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 16:47:14,432 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 16:47:14,445 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 16:47:14,458 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,472 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,489 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,502 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,515 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,529 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,543 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,558 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,572 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,586 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 16:47:14,599 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 16:47:14,613 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,626 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,639 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,654 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,669 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,685 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:14,697 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,713 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,728 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,741 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,754 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:14,769 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 16:47:14,784 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:14,799 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:14,814 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:14,825 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 16:47:14,838 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:14,857 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:14,870 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:14,885 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 16:47:14,901 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:14,914 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:14,929 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:14,942 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:14,957 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:14,971 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:14,985 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:14,998 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,012 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,027 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,041 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,056 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,071 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,084 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,097 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,111 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,126 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,142 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,154 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,168 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,180 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,195 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,207 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,219 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,233 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,248 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,260 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,275 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,291 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:15,306 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,321 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,334 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,347 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,361 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,374 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,386 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,399 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,414 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,427 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:15,440 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,454 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:15,469 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,485 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,500 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,513 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,526 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,540 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:15,555 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:15,569 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:15,584 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:15,596 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:15,609 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,620 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,635 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,650 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,663 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,678 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,689 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,702 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,716 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,731 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,744 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,759 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,772 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:15,787 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,800 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,815 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.934, mIoU: 0.704
2023-07-26 16:47:15,828 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:15,843 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:15,858 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:15,871 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,886 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,901 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,915 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,930 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:15,944 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,959 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,973 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:15,987 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,002 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,016 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,028 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,041 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,054 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,071 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,085 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,101 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,116 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,127 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,141 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,157 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,171 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,184 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:16,199 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:16,213 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:16,226 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:16,240 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,255 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,269 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,282 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,293 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,309 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:16,324 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,339 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,352 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:16,367 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,382 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.933, mIoU: 0.706
2023-07-26 16:47:16,396 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:47:16,411 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:47:16,424 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 16:47:16,438 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,451 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,466 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,479 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,493 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,508 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,520 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,535 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,549 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,563 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,577 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,591 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,605 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,619 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,634 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,647 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,662 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,676 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,687 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,701 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,713 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,728 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,743 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,758 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 16:47:16,771 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,785 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,800 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,814 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,830 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,845 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,858 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,873 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,888 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,902 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,915 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,930 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,944 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,959 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:16,972 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:16,986 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,001 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,014 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,027 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,042 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,054 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,069 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,083 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,097 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,111 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,126 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,140 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,155 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,170 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,182 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,195 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,209 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,222 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,235 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,249 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,264 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,278 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,293 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,306 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,319 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,334 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,348 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,361 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,376 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,388 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,403 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,417 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,432 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,446 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,460 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,470 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,485 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,500 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,513 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,527 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,543 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,558 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,571 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,586 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,601 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,617 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,632 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:17,648 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:17,664 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:47:17,680 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:47:17,693 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:47:17,707 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:47:17,722 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 16:47:17,735 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:17,748 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,762 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,777 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,792 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,799 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,812 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,824 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:17,836 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,847 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,861 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,875 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,889 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:17,901 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,914 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:17,928 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,939 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:17,954 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:17,966 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:17,981 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:17,995 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,010 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,025 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,036 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,048 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,063 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,079 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,095 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,109 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,122 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,133 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,144 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,157 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,168 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,182 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,194 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,209 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:18,223 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,238 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,251 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,266 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,280 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,294 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,309 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,322 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,336 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,351 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,366 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,379 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,392 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,407 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,419 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,435 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,447 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,462 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,477 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,494 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,509 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,522 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,537 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,552 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,566 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:18,581 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:18,594 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:47:18,606 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:47:18,621 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:47:18,635 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:47:18,650 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 16:47:18,665 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:47:18,680 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:47:18,695 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 16:47:18,709 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,723 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,735 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 16:47:18,750 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,760 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,773 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,787 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,800 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,815 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,829 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:18,844 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,859 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,874 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:18,889 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 16:47:18,903 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,916 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:18,931 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,943 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,958 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:18,973 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:18,985 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,000 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,013 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,027 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,042 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,057 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,072 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,086 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,099 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,112 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,127 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 16:47:19,141 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,154 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,170 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,185 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,199 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,212 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 16:47:19,225 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,240 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,256 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,272 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,285 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,299 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,313 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,328 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,344 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,358 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,373 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,388 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,402 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,416 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,431 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 16:47:19,446 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:19,459 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.934, mIoU: 0.705
2023-07-26 16:47:19,474 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,487 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,502 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,516 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,531 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,543 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 16:47:19,557 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,572 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,588 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,601 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,616 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:19,631 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:19,646 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.933, mIoU: 0.705
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2023-07-26 16:47:19,676 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,691 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 16:47:19,736 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:19,749 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,764 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,776 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-26 16:47:19,785 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 16:47:19,842 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:19,856 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:19,868 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:19,881 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-26 16:47:19,910 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-26 16:47:19,924 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-26 16:47:19,940 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 16:47:19,984 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.933, mIoU: 0.702
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2023-07-26 16:47:20,011 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,066 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 16:47:20,081 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,181 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 16:47:20,196 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 16:47:20,212 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,270 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,300 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-26 16:47:20,315 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,478 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.933, mIoU: 0.704
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2023-07-26 16:47:20,618 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,884 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-26 16:47:20,896 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.933, mIoU: 0.703
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2023-07-26 16:47:20,984 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:20,999 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:21,014 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:21,027 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-26 16:47:21,042 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:21,056 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.932, mIoU: 0.704
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2023-07-26 16:47:21,172 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.932, mIoU: 0.704
2023-07-26 16:47:21,187 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 16:47:21,313 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-26 16:47:21,662 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 16:47:22,132 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.931, mIoU: 0.698
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2023-07-26 16:47:22,176 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 16:47:22,190 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 16:47:22,331 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,346 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,361 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 16:47:22,375 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 16:47:22,390 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,404 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,418 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,431 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,444 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,457 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,470 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,483 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,498 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,512 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,525 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:22,538 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,553 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,564 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,578 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 16:47:22,608 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,623 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,637 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,652 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,667 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,681 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,694 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,709 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,725 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,741 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,754 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,769 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,785 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,799 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,814 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,826 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,840 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 16:47:22,883 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,895 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:22,910 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,924 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,938 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,952 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,966 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,980 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:22,995 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:23,005 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:23,018 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-26 16:47:23,031 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.931, mIoU: 0.701
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2023-07-26 16:47:23,090 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 16:47:23,145 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,161 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,177 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,192 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,205 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,220 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,235 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,247 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,261 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,275 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,287 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,301 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,312 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,326 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,340 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 16:47:23,380 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.931, mIoU: 0.700
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2023-07-26 16:47:23,405 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,418 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,432 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 16:47:23,498 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-26 16:47:23,510 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,524 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,540 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,555 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,569 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,583 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,591 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,605 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,617 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,629 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 16:47:23,659 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,673 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,688 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-26 16:47:23,704 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.931, mIoU: 0.699
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2023-07-26 16:47:23,734 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 16:47:23,746 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 16:47:23,761 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 16:47:23,777 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-26 16:47:23,807 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-26 16:47:23,822 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.930, mIoU: 0.697
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2023-07-26 16:47:23,851 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 16:47:23,865 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-26 16:47:23,880 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-26 16:47:23,949 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 16:47:23,963 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-26 16:47:23,977 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:23,992 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,006 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.930, mIoU: 0.696
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2023-07-26 16:47:24,048 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,060 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,075 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,090 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,104 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,119 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,131 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,154 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.930, mIoU: 0.695
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2023-07-26 16:47:24,256 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,270 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,283 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,297 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,312 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,326 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,341 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,356 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,370 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,379 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,394 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,407 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,422 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,436 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,451 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,466 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,477 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,487 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,504 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,518 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,532 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,545 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.930, mIoU: 0.696
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2023-07-26 16:47:24,586 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,600 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,615 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,628 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,642 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,655 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,669 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,684 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,698 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,711 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,725 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,740 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-26 16:47:24,754 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,770 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,782 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,796 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:24,811 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.930, mIoU: 0.695
2023-07-26 16:47:24,828 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-26 16:47:41,244 semantic_segmentation INFO: Iters: 116010/150000 || Lr: 0.005257 || Task Loss: 0.2984 || KD Loss: 0.0393|| 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, 6:01:25 || Estimated Time: 15:49:42
2023-07-26 16:47:57,782 semantic_segmentation INFO: Iters: 116020/150000 || Lr: 0.005256 || Task Loss: 0.3008 || KD Loss: 0.0576|| 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, 6:01:42 || Estimated Time: 15:49:25
2023-07-26 16:48:14,304 semantic_segmentation INFO: Iters: 116030/150000 || Lr: 0.005255 || Task Loss: 0.3791 || 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, 6:01:58 || Estimated Time: 15:49:08
2023-07-26 16:48:30,951 semantic_segmentation INFO: Iters: 116040/150000 || Lr: 0.005253 || Task Loss: 0.3037 || KD Loss: 0.0532|| 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, 6:02:15 || Estimated Time: 15:48:52
2023-07-26 16:48:47,450 semantic_segmentation INFO: Iters: 116050/150000 || Lr: 0.005252 || Task Loss: 0.2945 || KD Loss: 0.0396|| 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, 6:02:31 || Estimated Time: 15:48:35
2023-07-26 16:49:04,110 semantic_segmentation INFO: Iters: 116060/150000 || Lr: 0.005250 || Task Loss: 0.3503 || KD Loss: 0.0596|| 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, 6:02:48 || Estimated Time: 15:48:18
2023-07-26 16:49:20,756 semantic_segmentation INFO: Iters: 116070/150000 || Lr: 0.005249 || Task Loss: 0.3144 || KD Loss: 0.0364|| 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, 6:03:05 || Estimated Time: 15:48:01
2023-07-26 16:49:37,421 semantic_segmentation INFO: Iters: 116080/150000 || Lr: 0.005248 || Task Loss: 0.3256 || KD Loss: 0.0413|| 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, 6:03:21 || Estimated Time: 15:47:44
2023-07-26 16:49:53,968 semantic_segmentation INFO: Iters: 116090/150000 || Lr: 0.005246 || Task Loss: 0.2809 || KD Loss: 0.0503|| 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, 6:03:38 || Estimated Time: 15:47:28
2023-07-26 16:50:10,577 semantic_segmentation INFO: Iters: 116100/150000 || Lr: 0.005245 || Task Loss: 0.3263 || KD Loss: 0.0692|| 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, 6:03:55 || Estimated Time: 15:47:11
2023-07-26 16:50:27,087 semantic_segmentation INFO: Iters: 116110/150000 || Lr: 0.005244 || Task Loss: 0.2596 || KD Loss: 0.0396|| 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, 6:04:11 || Estimated Time: 15:46:54
2023-07-26 16:50:43,654 semantic_segmentation INFO: Iters: 116120/150000 || Lr: 0.005242 || Task Loss: 0.3724 || KD Loss: 0.0490|| 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, 6:04:28 || Estimated Time: 15:46:37
2023-07-26 16:51:00,176 semantic_segmentation INFO: Iters: 116130/150000 || Lr: 0.005241 || Task Loss: 0.2908 || KD Loss: 0.0495|| 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, 6:04:44 || Estimated Time: 15:46:20
2023-07-26 16:51:16,637 semantic_segmentation INFO: Iters: 116140/150000 || Lr: 0.005239 || Task Loss: 0.2796 || KD Loss: 0.0477|| 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, 6:05:01 || Estimated Time: 15:46:03
2023-07-26 16:51:33,204 semantic_segmentation INFO: Iters: 116150/150000 || Lr: 0.005238 || Task Loss: 0.3244 || KD Loss: 0.0493|| 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, 6:05:17 || Estimated Time: 15:45:47
2023-07-26 16:51:49,641 semantic_segmentation INFO: Iters: 116160/150000 || Lr: 0.005237 || Task Loss: 0.2633 || 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, 6:05:34 || Estimated Time: 15:45:30
2023-07-26 16:52:06,231 semantic_segmentation INFO: Iters: 116170/150000 || Lr: 0.005235 || Task Loss: 0.3902 || KD Loss: 0.0468|| 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, 6:05:50 || Estimated Time: 15:45:13
2023-07-26 16:52:22,804 semantic_segmentation INFO: Iters: 116180/150000 || Lr: 0.005234 || Task Loss: 0.3667 || KD Loss: 0.0602|| 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, 6:06:07 || Estimated Time: 15:44:56
2023-07-26 16:52:39,370 semantic_segmentation INFO: Iters: 116190/150000 || Lr: 0.005232 || Task Loss: 0.2030 || KD Loss: 0.0370|| 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, 6:06:23 || Estimated Time: 15:44:39
2023-07-26 16:52:55,846 semantic_segmentation INFO: Iters: 116200/150000 || Lr: 0.005231 || Task Loss: 0.2369 || KD Loss: 0.0350|| 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, 6:06:40 || Estimated Time: 15:44:22
2023-07-26 16:53:12,353 semantic_segmentation INFO: Iters: 116210/150000 || Lr: 0.005230 || Task Loss: 0.3995 || KD Loss: 0.0621|| 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, 6:06:56 || Estimated Time: 15:44:06
2023-07-26 16:53:28,828 semantic_segmentation INFO: Iters: 116220/150000 || Lr: 0.005228 || Task Loss: 0.3494 || KD Loss: 0.0679|| 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, 6:07:13 || Estimated Time: 15:43:49
2023-07-26 16:53:45,314 semantic_segmentation INFO: Iters: 116230/150000 || Lr: 0.005227 || Task Loss: 0.4537 || KD Loss: 0.1403|| 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, 6:07:29 || Estimated Time: 15:43:32
2023-07-26 16:54:01,911 semantic_segmentation INFO: Iters: 116240/150000 || Lr: 0.005225 || Task Loss: 0.3205 || KD Loss: 0.0420|| 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, 6:07:46 || Estimated Time: 15:43:15
2023-07-26 16:54:18,481 semantic_segmentation INFO: Iters: 116250/150000 || Lr: 0.005224 || Task Loss: 0.3280 || KD Loss: 0.0508|| 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, 6:08:02 || Estimated Time: 15:42:58
2023-07-26 16:54:34,882 semantic_segmentation INFO: Iters: 116260/150000 || Lr: 0.005223 || Task Loss: 0.3032 || KD Loss: 0.0435|| 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, 6:08:19 || Estimated Time: 15:42:41
2023-07-26 16:54:51,282 semantic_segmentation INFO: Iters: 116270/150000 || Lr: 0.005221 || Task Loss: 0.3570 || KD Loss: 0.0440|| 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, 6:08:35 || Estimated Time: 15:42:25
2023-07-26 16:55:07,840 semantic_segmentation INFO: Iters: 116280/150000 || Lr: 0.005220 || Task Loss: 0.2158 || KD Loss: 0.0321|| 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, 6:08:52 || Estimated Time: 15:42:08
2023-07-26 16:55:24,256 semantic_segmentation INFO: Iters: 116290/150000 || Lr: 0.005218 || Task Loss: 0.2645 || KD Loss: 0.0358|| 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, 6:09:08 || Estimated Time: 15:41:51
2023-07-26 16:55:40,815 semantic_segmentation INFO: Iters: 116300/150000 || Lr: 0.005217 || Task Loss: 0.2746 || KD Loss: 0.0557|| 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, 6:09:25 || Estimated Time: 15:41:34
2023-07-26 16:55:57,310 semantic_segmentation INFO: Iters: 116310/150000 || Lr: 0.005216 || Task Loss: 0.2927 || KD Loss: 0.0340|| 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, 6:09:41 || Estimated Time: 15:41:17
2023-07-26 16:56:13,779 semantic_segmentation INFO: Iters: 116320/150000 || Lr: 0.005214 || Task Loss: 0.2664 || KD Loss: 0.0467|| 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, 6:09:58 || Estimated Time: 15:41:00
2023-07-26 16:56:30,196 semantic_segmentation INFO: Iters: 116330/150000 || Lr: 0.005213 || Task Loss: 0.3011 || KD Loss: 0.0499|| 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, 6:10:14 || Estimated Time: 15:40:43
2023-07-26 16:56:46,670 semantic_segmentation INFO: Iters: 116340/150000 || Lr: 0.005211 || Task Loss: 0.3001 || KD Loss: 0.0690|| 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, 6:10:31 || Estimated Time: 15:40:27
2023-07-26 16:57:03,159 semantic_segmentation INFO: Iters: 116350/150000 || Lr: 0.005210 || Task Loss: 0.3103 || KD Loss: 0.0504|| 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, 6:10:47 || Estimated Time: 15:40:10
2023-07-26 16:57:19,539 semantic_segmentation INFO: Iters: 116360/150000 || Lr: 0.005209 || Task Loss: 0.2948 || KD Loss: 0.0383|| 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, 6:11:04 || Estimated Time: 15:39:53
2023-07-26 16:57:35,935 semantic_segmentation INFO: Iters: 116370/150000 || Lr: 0.005207 || Task Loss: 0.3036 || 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, 6:11:20 || Estimated Time: 15:39:36
2023-07-26 16:57:52,504 semantic_segmentation INFO: Iters: 116380/150000 || Lr: 0.005206 || Task Loss: 0.3021 || KD Loss: 0.0437|| 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, 6:11:36 || Estimated Time: 15:39:19
2023-07-26 16:58:08,917 semantic_segmentation INFO: Iters: 116390/150000 || Lr: 0.005205 || Task Loss: 0.2348 || KD Loss: 0.0286|| 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, 6:11:53 || Estimated Time: 15:39:02
2023-07-26 16:58:25,403 semantic_segmentation INFO: Iters: 116400/150000 || Lr: 0.005203 || Task Loss: 0.2339 || KD Loss: 0.0300|| 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, 6:12:09 || Estimated Time: 15:38:46
2023-07-26 16:58:41,862 semantic_segmentation INFO: Iters: 116410/150000 || Lr: 0.005202 || Task Loss: 0.2520 || KD Loss: 0.0379|| 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, 6:12:26 || Estimated Time: 15:38:29
2023-07-26 16:58:58,243 semantic_segmentation INFO: Iters: 116420/150000 || Lr: 0.005200 || Task Loss: 0.4874 || KD Loss: 0.1072|| 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, 6:12:42 || Estimated Time: 15:38:12
2023-07-26 16:59:14,638 semantic_segmentation INFO: Iters: 116430/150000 || Lr: 0.005199 || Task Loss: 0.3349 || KD Loss: 0.0487|| 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, 6:12:59 || Estimated Time: 15:37:55
2023-07-26 16:59:31,015 semantic_segmentation INFO: Iters: 116440/150000 || Lr: 0.005198 || Task Loss: 0.3373 || KD Loss: 0.0645|| 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, 6:13:15 || Estimated Time: 15:37:38
2023-07-26 16:59:47,469 semantic_segmentation INFO: Iters: 116450/150000 || Lr: 0.005196 || Task Loss: 0.4596 || KD Loss: 0.1043|| 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, 6:13:31 || Estimated Time: 15:37:21
2023-07-26 17:00:03,936 semantic_segmentation INFO: Iters: 116460/150000 || Lr: 0.005195 || Task Loss: 0.2589 || KD Loss: 0.0376|| 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, 6:13:48 || Estimated Time: 15:37:04
2023-07-26 17:00:20,356 semantic_segmentation INFO: Iters: 116470/150000 || Lr: 0.005193 || Task Loss: 0.3536 || KD Loss: 0.0579|| 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: 2 days, 6:14:04 || Estimated Time: 15:36:47
2023-07-26 17:00:36,775 semantic_segmentation INFO: Iters: 116480/150000 || Lr: 0.005192 || Task Loss: 0.2943 || KD Loss: 0.0440|| 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, 6:14:21 || Estimated Time: 15:36:31
2023-07-26 17:00:53,466 semantic_segmentation INFO: Iters: 116490/150000 || Lr: 0.005191 || Task Loss: 0.3463 || KD Loss: 0.0438|| 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, 6:14:37 || Estimated Time: 15:36:14
2023-07-26 17:01:09,999 semantic_segmentation INFO: Iters: 116500/150000 || Lr: 0.005189 || Task Loss: 0.4194 || KD Loss: 0.0788|| 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, 6:14:54 || Estimated Time: 15:35:57
2023-07-26 17:01:26,504 semantic_segmentation INFO: Iters: 116510/150000 || Lr: 0.005188 || Task Loss: 0.2915 || KD Loss: 0.0323|| 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, 6:15:10 || Estimated Time: 15:35:40
2023-07-26 17:01:42,912 semantic_segmentation INFO: Iters: 116520/150000 || Lr: 0.005186 || Task Loss: 0.2674 || KD Loss: 0.0315|| 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, 6:15:27 || Estimated Time: 15:35:23
2023-07-26 17:01:59,495 semantic_segmentation INFO: Iters: 116530/150000 || Lr: 0.005185 || Task Loss: 0.3031 || KD Loss: 0.0487|| 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, 6:15:43 || Estimated Time: 15:35:06
2023-07-26 17:02:15,882 semantic_segmentation INFO: Iters: 116540/150000 || Lr: 0.005184 || Task Loss: 0.4054 || KD Loss: 0.0682|| 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, 6:16:00 || Estimated Time: 15:34:50
2023-07-26 17:02:32,365 semantic_segmentation INFO: Iters: 116550/150000 || Lr: 0.005182 || Task Loss: 0.3693 || KD Loss: 0.0550|| 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, 6:16:16 || Estimated Time: 15:34:33
2023-07-26 17:02:48,832 semantic_segmentation INFO: Iters: 116560/150000 || Lr: 0.005181 || Task Loss: 0.4025 || KD Loss: 0.0472|| 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, 6:16:33 || Estimated Time: 15:34:16
2023-07-26 17:03:05,410 semantic_segmentation INFO: Iters: 116570/150000 || Lr: 0.005179 || Task Loss: 0.3163 || KD Loss: 0.0335|| 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, 6:16:49 || Estimated Time: 15:33:59
2023-07-26 17:03:21,789 semantic_segmentation INFO: Iters: 116580/150000 || Lr: 0.005178 || Task Loss: 0.2774 || KD Loss: 0.0276|| 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, 6:17:06 || Estimated Time: 15:33:42
2023-07-26 17:03:38,272 semantic_segmentation INFO: Iters: 116590/150000 || Lr: 0.005177 || Task Loss: 0.3138 || 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: 2 days, 6:17:22 || Estimated Time: 15:33:25
2023-07-26 17:03:54,812 semantic_segmentation INFO: Iters: 116600/150000 || Lr: 0.005175 || Task Loss: 0.2836 || KD Loss: 0.0374|| 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, 6:17:39 || Estimated Time: 15:33:09
2023-07-26 17:04:11,673 semantic_segmentation INFO: Iters: 116610/150000 || Lr: 0.005174 || Task Loss: 0.3444 || KD Loss: 0.0514|| 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, 6:17:56 || Estimated Time: 15:32:52
2023-07-26 17:04:31,252 semantic_segmentation INFO: Iters: 116620/150000 || Lr: 0.005172 || Task Loss: 0.2739 || 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, 6:18:15 || Estimated Time: 15:32:36
2023-07-26 17:04:47,662 semantic_segmentation INFO: Iters: 116630/150000 || Lr: 0.005171 || Task Loss: 0.2456 || KD Loss: 0.0323|| 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, 6:18:32 || Estimated Time: 15:32:19
2023-07-26 17:05:04,034 semantic_segmentation INFO: Iters: 116640/150000 || Lr: 0.005170 || Task Loss: 0.3325 || KD Loss: 0.0624|| 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, 6:18:48 || Estimated Time: 15:32:02
2023-07-26 17:05:20,542 semantic_segmentation INFO: Iters: 116650/150000 || Lr: 0.005168 || Task Loss: 0.2385 || KD Loss: 0.0407|| 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, 6:19:05 || Estimated Time: 15:31:45
2023-07-26 17:05:37,006 semantic_segmentation INFO: Iters: 116660/150000 || Lr: 0.005167 || Task Loss: 0.3318 || KD Loss: 0.0435|| 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, 6:19:21 || Estimated Time: 15:31:28
2023-07-26 17:05:53,504 semantic_segmentation INFO: Iters: 116670/150000 || Lr: 0.005165 || Task Loss: 0.3733 || KD Loss: 0.0760|| 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, 6:19:37 || Estimated Time: 15:31:12
2023-07-26 17:06:09,918 semantic_segmentation INFO: Iters: 116680/150000 || Lr: 0.005164 || Task Loss: 0.2447 || KD Loss: 0.0428|| 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, 6:19:54 || Estimated Time: 15:30:55
2023-07-26 17:06:26,354 semantic_segmentation INFO: Iters: 116690/150000 || Lr: 0.005163 || Task Loss: 0.2923 || KD Loss: 0.0605|| 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, 6:20:10 || Estimated Time: 15:30:38
2023-07-26 17:06:42,739 semantic_segmentation INFO: Iters: 116700/150000 || Lr: 0.005161 || Task Loss: 0.2532 || KD Loss: 0.0376|| 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, 6:20:27 || Estimated Time: 15:30:21
2023-07-26 17:06:59,285 semantic_segmentation INFO: Iters: 116710/150000 || Lr: 0.005160 || Task Loss: 0.2788 || KD Loss: 0.0292|| 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, 6:20:43 || Estimated Time: 15:30:04
2023-07-26 17:07:15,695 semantic_segmentation INFO: Iters: 116720/150000 || Lr: 0.005159 || Task Loss: 0.3558 || KD Loss: 0.1156|| 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, 6:21:00 || Estimated Time: 15:29:47
2023-07-26 17:07:32,084 semantic_segmentation INFO: Iters: 116730/150000 || Lr: 0.005157 || Task Loss: 0.2676 || KD Loss: 0.0481|| 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, 6:21:16 || Estimated Time: 15:29:30
2023-07-26 17:07:48,573 semantic_segmentation INFO: Iters: 116740/150000 || Lr: 0.005156 || Task Loss: 0.2835 || KD Loss: 0.0351|| 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, 6:21:33 || Estimated Time: 15:29:14
2023-07-26 17:08:05,038 semantic_segmentation INFO: Iters: 116750/150000 || Lr: 0.005154 || Task Loss: 0.3059 || KD Loss: 0.0404|| 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, 6:21:49 || Estimated Time: 15:28:57
2023-07-26 17:08:21,449 semantic_segmentation INFO: Iters: 116760/150000 || Lr: 0.005153 || Task Loss: 0.3369 || KD Loss: 0.0623|| 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, 6:22:05 || Estimated Time: 15:28:40
2023-07-26 17:08:37,811 semantic_segmentation INFO: Iters: 116770/150000 || Lr: 0.005152 || Task Loss: 0.2848 || KD Loss: 0.0414|| 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, 6:22:22 || Estimated Time: 15:28:23
2023-07-26 17:08:54,198 semantic_segmentation INFO: Iters: 116780/150000 || Lr: 0.005150 || Task Loss: 0.3259 || KD Loss: 0.0595|| 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, 6:22:38 || Estimated Time: 15:28:06
2023-07-26 17:09:10,586 semantic_segmentation INFO: Iters: 116790/150000 || Lr: 0.005149 || Task Loss: 0.2776 || KD Loss: 0.0665|| 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, 6:22:55 || Estimated Time: 15:27:49
2023-07-26 17:09:27,386 semantic_segmentation INFO: Iters: 116800/150000 || Lr: 0.005147 || Task Loss: 0.3360 || KD Loss: 0.0353|| 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, 6:23:11 || Estimated Time: 15:27:33
2023-07-26 17:09:27,499 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:09:27,951 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.090
2023-07-26 17:09:27,966 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-26 17:09:27,983 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.167
2023-07-26 17:09:27,997 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.166
2023-07-26 17:09:28,011 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.243
2023-07-26 17:09:28,024 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.285
2023-07-26 17:09:28,038 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.330
2023-07-26 17:09:28,051 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.334
2023-07-26 17:09:28,063 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.375
2023-07-26 17:09:28,077 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.410
2023-07-26 17:09:28,090 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.467
2023-07-26 17:09:28,105 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.514
2023-07-26 17:09:28,117 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.481
2023-07-26 17:09:28,130 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.468
2023-07-26 17:09:28,144 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.469
2023-07-26 17:09:28,156 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.464
2023-07-26 17:09:28,167 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.448
2023-07-26 17:09:28,179 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.449
2023-07-26 17:09:28,193 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.448
2023-07-26 17:09:28,208 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.506
2023-07-26 17:09:28,221 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.509
2023-07-26 17:09:28,236 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.514
2023-07-26 17:09:28,250 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.547
2023-07-26 17:09:28,265 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.549
2023-07-26 17:09:28,280 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.548
2023-07-26 17:09:28,294 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.545
2023-07-26 17:09:28,309 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.547
2023-07-26 17:09:28,320 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.548
2023-07-26 17:09:28,335 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.537
2023-07-26 17:09:28,350 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.537
2023-07-26 17:09:28,363 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.538
2023-07-26 17:09:28,378 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.538
2023-07-26 17:09:28,393 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.549
2023-07-26 17:09:28,407 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.544
2023-07-26 17:09:28,422 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.557
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2023-07-26 17:09:28,503 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.626
2023-07-26 17:09:28,518 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.626
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2023-07-26 17:09:28,559 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.632
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2023-07-26 17:09:28,587 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.639
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2023-07-26 17:09:28,613 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.640
2023-07-26 17:09:28,629 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.632
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2023-07-26 17:09:28,672 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.627
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2023-07-26 17:09:28,702 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.634
2023-07-26 17:09:28,715 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.633
2023-07-26 17:09:28,731 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.630
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2023-07-26 17:09:28,776 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-26 17:09:28,789 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.670
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2023-07-26 17:09:28,918 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.717
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2023-07-26 17:09:28,962 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.732
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2023-07-26 17:09:29,121 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.728
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2023-07-26 17:09:29,279 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 17:09:30,314 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-26 17:09:31,162 semantic_segmentation INFO: Sample: 229, Validation pixAcc: 0.936, mIoU: 0.713
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2023-07-26 17:09:33,924 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 17:09:33,935 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 17:09:33,952 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-26 17:09:33,964 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 17:09:33,979 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:33,993 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,006 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,020 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,034 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,047 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,061 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,076 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,090 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,107 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,121 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,135 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,150 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 17:09:34,164 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,178 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,192 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,206 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,219 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,232 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,248 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,263 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,278 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,293 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,306 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,321 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,334 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,344 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,358 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,372 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,387 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,401 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,417 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,432 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,446 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,454 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,464 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,476 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 17:09:34,489 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,504 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,516 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.714
2023-07-26 17:09:34,530 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,545 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,559 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.715
2023-07-26 17:09:34,573 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 17:09:34,587 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 17:09:34,599 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 17:09:34,613 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 17:09:34,628 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,641 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,656 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,667 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,682 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 17:09:34,695 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 17:09:34,710 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 17:09:34,724 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-26 17:09:34,739 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 17:09:34,748 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 17:09:34,761 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 17:09:34,776 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:09:34,790 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:09:34,803 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:09:34,816 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:09:34,829 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:09:34,843 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:09:34,858 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 17:09:34,872 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 17:09:34,881 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 17:09:34,895 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 17:09:34,909 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:34,922 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:34,936 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:34,951 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:34,964 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:34,979 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:34,992 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,006 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,021 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,036 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,051 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:35,065 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 17:09:35,092 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:09:35,108 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 17:09:35,122 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 17:09:35,136 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:09:35,151 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 17:09:35,167 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 17:09:35,181 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,193 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,207 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:35,222 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:09:35,236 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:09:35,251 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,265 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,278 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,293 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,307 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:35,320 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 17:09:35,335 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:09:35,346 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:09:35,361 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:09:35,374 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:09:35,385 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 17:09:35,397 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 17:09:35,412 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:09:35,427 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:09:35,441 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:09:35,456 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:09:35,465 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:09:35,479 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 17:09:35,494 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 17:09:35,509 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 17:09:35,524 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,538 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 17:09:35,551 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,564 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,578 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,593 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,607 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,619 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,632 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,647 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,661 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,676 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,690 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:09:35,704 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:09:35,720 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:09:35,736 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:09:35,749 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:09:35,764 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:09:35,779 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 17:09:35,837 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:09:35,851 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 17:09:35,892 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-26 17:09:35,917 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,931 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,946 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 17:09:35,972 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,984 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:35,998 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:36,012 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:36,026 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:09:36,038 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 17:09:36,062 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 17:09:36,148 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 17:09:36,326 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 17:09:36,436 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 17:09:36,481 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 17:09:36,553 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:36,568 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,583 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,597 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,610 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,625 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,638 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,653 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,668 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,683 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,697 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,711 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,726 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,739 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,753 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:09:36,767 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:09:36,781 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 17:09:36,798 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:09:36,812 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:36,826 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:09:36,836 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:36,848 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,863 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,875 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,889 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,902 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,914 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,929 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,945 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:36,960 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:36,976 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:36,988 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,002 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,015 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,028 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 17:09:37,043 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:37,057 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:37,072 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,086 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:37,101 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:37,114 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:37,129 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:09:37,145 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,158 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,171 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,185 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,200 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,215 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,228 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,242 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:09:37,258 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,273 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,286 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,299 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,306 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:09:37,321 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 17:09:37,336 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,351 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,366 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,380 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,395 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,410 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,424 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,436 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,451 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,464 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,479 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,494 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,507 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,520 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,533 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:09:37,546 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:09:37,560 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:09:37,573 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:09:37,586 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:09:37,600 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,616 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,627 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,641 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,654 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,665 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:09:37,680 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,695 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,709 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,724 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,738 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,753 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,766 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,781 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,795 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,812 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,827 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,841 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:09:37,856 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:09:37,868 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:09:37,880 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:09:37,893 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,907 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,923 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,936 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,949 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:37,965 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:09:37,979 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:09:37,994 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:38,008 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:38,023 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:38,036 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:09:38,050 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,063 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,076 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,091 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,105 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,121 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,135 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,151 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,167 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,179 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,192 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,208 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,223 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,237 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,252 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:38,264 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,276 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,290 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,303 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 17:09:38,318 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:09:38,335 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,348 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,363 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,376 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,391 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,406 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,419 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,432 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,447 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,462 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,476 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,490 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,505 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,519 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,531 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,546 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,560 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,576 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,589 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,603 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,615 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:38,630 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,642 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,655 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:38,669 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,683 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,695 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,710 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,726 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:38,741 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:38,757 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:38,770 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:38,783 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,797 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,810 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,823 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,836 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,852 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,865 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,878 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,893 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:38,908 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,924 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,939 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,952 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,964 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,979 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:38,993 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:39,007 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:39,021 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:39,034 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:39,046 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,057 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,072 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,086 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,100 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,113 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,124 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,137 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,152 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 17:09:39,167 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:39,180 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 17:09:39,194 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 17:09:39,207 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 17:09:39,222 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:39,235 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:39,249 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:39,262 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,277 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,291 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 17:09:39,304 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 17:09:39,319 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,333 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,348 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,363 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,378 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,393 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,408 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:39,422 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,437 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,452 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,466 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,480 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,494 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,511 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,525 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,542 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,556 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,568 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,583 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,599 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,613 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,626 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,641 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,655 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,668 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,686 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,701 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,715 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,727 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:39,738 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:39,755 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,770 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,785 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,798 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,813 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:39,827 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,842 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,857 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,870 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,885 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,898 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:39,913 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:39,927 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:39,940 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:39,956 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:39,969 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:39,983 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:39,997 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,012 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,026 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,040 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,054 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,067 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,083 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,096 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,111 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,125 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,135 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,149 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,166 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,181 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,195 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,210 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,222 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,237 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,251 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,265 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,281 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,296 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,308 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,323 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,338 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,353 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:40,366 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:40,380 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,395 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,410 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,422 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,437 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,452 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,465 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:40,479 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,493 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,506 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,520 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,532 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,546 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,561 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,576 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,591 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,606 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,621 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,634 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,647 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,662 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,675 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,689 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,704 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,719 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,734 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,750 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,763 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,776 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,792 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,806 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,819 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:40,833 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,846 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,860 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:40,874 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,889 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,903 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,917 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,926 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,941 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,956 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,969 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,983 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:40,997 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,012 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,024 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,038 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,053 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,068 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,083 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,097 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,113 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,128 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,141 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,155 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,170 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,185 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,197 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,212 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,227 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,241 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,248 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,261 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,274 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,286 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,297 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,312 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,326 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,340 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,351 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:41,364 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:41,378 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:41,389 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:41,404 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:41,417 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,432 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,448 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,463 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,479 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,490 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,503 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,518 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,532 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,547 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,562 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,575 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,585 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,596 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,608 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,619 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,633 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,645 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 17:09:41,660 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 17:09:41,675 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,689 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,702 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,716 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,730 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,744 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,758 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,771 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:41,784 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,798 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,813 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,825 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,838 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,852 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,864 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,879 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,892 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,906 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:41,920 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 17:09:41,937 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 17:09:41,951 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 17:09:41,964 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,979 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:41,993 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,007 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,022 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,034 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,046 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,061 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,075 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,089 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,103 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,118 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,133 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,146 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,161 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 17:09:42,173 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 17:09:42,188 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,199 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,212 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,226 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,237 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,252 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,266 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,281 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,296 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,310 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,325 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 17:09:42,339 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,351 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,366 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,379 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,394 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,409 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,422 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,437 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,451 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,466 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,481 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,496 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,511 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,526 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,539 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:42,551 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,566 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 17:09:42,579 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,592 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,607 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,621 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,636 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,648 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,661 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,676 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,691 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,706 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,719 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,732 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,746 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,760 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,775 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,789 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,804 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:42,818 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,832 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,847 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 17:09:42,862 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:42,876 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:42,890 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 17:09:42,905 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,918 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,933 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,947 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,963 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,975 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 17:09:42,989 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:43,004 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:43,019 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:43,032 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 17:09:43,046 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,060 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,074 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,089 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,103 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,118 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 17:09:43,130 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,145 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,160 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,172 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,187 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,200 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 17:09:43,209 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:43,224 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:43,239 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:43,252 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:43,267 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,282 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,295 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 17:09:43,308 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,323 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,338 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,352 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,369 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,383 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,400 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,414 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,427 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,442 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,457 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,471 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,483 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,496 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,510 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,524 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,538 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,553 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,565 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,579 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,592 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,605 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,619 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,635 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,650 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,665 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,678 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 17:09:43,693 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,708 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,722 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,737 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,750 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,765 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,778 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,791 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,804 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,818 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,833 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,848 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,862 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,872 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,884 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,899 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,913 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,925 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,940 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,955 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:43,969 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,981 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 17:09:43,994 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:44,008 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:44,020 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:44,034 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:44,046 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 17:09:44,169 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 17:09:44,184 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 17:09:44,450 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,465 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 17:09:44,567 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,581 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 17:09:44,637 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,653 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,665 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,679 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,690 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,704 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,719 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,734 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,746 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,760 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,776 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,790 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,801 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,815 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,829 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,840 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,854 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,869 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,883 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,896 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,908 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,923 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,937 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,952 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:44,965 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,980 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:44,992 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:45,005 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 17:09:45,019 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:45,034 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:45,048 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 17:09:45,062 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,078 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,091 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,105 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,119 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,133 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,147 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,159 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,172 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,187 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,201 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,216 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,229 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,242 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,256 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:45,270 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,282 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,295 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,309 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,324 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,338 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,353 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,367 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,382 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,394 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,408 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,423 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,435 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,450 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,465 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,479 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,493 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:45,508 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:45,523 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,537 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,551 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,565 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,580 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,595 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,609 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,624 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,638 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,651 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,664 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,678 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,693 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,706 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,721 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,736 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,751 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,766 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,780 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,795 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,809 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,822 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,835 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:45,848 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,861 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,874 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:45,889 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,904 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,917 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,930 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,946 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,957 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,971 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:45,987 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:46,002 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:46,017 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:09:46,032 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:46,045 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:46,059 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:09:46,074 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,087 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,102 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,116 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,131 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,144 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,158 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,173 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,186 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,201 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,213 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,227 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,242 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,257 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,271 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,283 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,298 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:46,313 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:46,328 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:46,343 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 17:09:46,358 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,373 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,389 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,399 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,414 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,427 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,441 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 17:09:46,458 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,473 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,488 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,500 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,512 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,525 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,539 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,553 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,567 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,581 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,593 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,607 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,622 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,634 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,648 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,662 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,675 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,689 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,699 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,715 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:09:46,729 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-26 17:09:46,809 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:09:46,823 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 17:09:47,104 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 17:09:47,134 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 17:09:47,191 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 17:09:47,249 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 17:09:47,278 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,293 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,305 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,318 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,332 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,347 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,362 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:09:47,377 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,392 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,407 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,422 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,434 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,450 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,463 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,478 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,493 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,508 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,522 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,535 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,549 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,564 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,579 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,593 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,608 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,623 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,637 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,650 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,664 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:09:47,677 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,691 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,706 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,720 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,735 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,750 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,764 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,774 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,789 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,802 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,817 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,832 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,846 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,861 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,873 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,882 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,899 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,913 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,928 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:47,941 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:47,955 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:47,969 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:47,982 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:47,996 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,010 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,023 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,037 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,049 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,063 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,077 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,091 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,103 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,117 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,131 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:09:48,144 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,160 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,172 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,186 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,201 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:09:48,217 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:10:04,590 semantic_segmentation INFO: Iters: 116810/150000 || Lr: 0.005146 || Task Loss: 0.3807 || KD Loss: 0.0520|| 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, 6:23:49 || Estimated Time: 15:27:22
2023-07-26 17:10:21,002 semantic_segmentation INFO: Iters: 116820/150000 || Lr: 0.005145 || Task Loss: 0.2254 || KD Loss: 0.0344|| 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, 6:24:05 || Estimated Time: 15:27:05
2023-07-26 17:10:37,434 semantic_segmentation INFO: Iters: 116830/150000 || Lr: 0.005143 || Task Loss: 0.3718 || KD Loss: 0.0725|| 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, 6:24:21 || Estimated Time: 15:26:48
2023-07-26 17:10:53,925 semantic_segmentation INFO: Iters: 116840/150000 || Lr: 0.005142 || Task Loss: 0.3083 || KD Loss: 0.0550|| 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, 6:24:38 || Estimated Time: 15:26:31
2023-07-26 17:11:10,398 semantic_segmentation INFO: Iters: 116850/150000 || Lr: 0.005140 || Task Loss: 0.2411 || KD Loss: 0.0397|| 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, 6:24:54 || Estimated Time: 15:26:14
2023-07-26 17:11:26,814 semantic_segmentation INFO: Iters: 116860/150000 || Lr: 0.005139 || Task Loss: 0.2064 || KD Loss: 0.0317|| 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, 6:25:11 || Estimated Time: 15:25:57
2023-07-26 17:11:43,386 semantic_segmentation INFO: Iters: 116870/150000 || Lr: 0.005138 || Task Loss: 0.4115 || KD Loss: 0.0841|| 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, 6:25:27 || Estimated Time: 15:25:40
2023-07-26 17:11:59,823 semantic_segmentation INFO: Iters: 116880/150000 || Lr: 0.005136 || Task Loss: 0.2093 || KD Loss: 0.0482|| 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, 6:25:44 || Estimated Time: 15:25:24
2023-07-26 17:12:16,396 semantic_segmentation INFO: Iters: 116890/150000 || Lr: 0.005135 || Task Loss: 0.5037 || KD Loss: 0.0779|| 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, 6:26:00 || Estimated Time: 15:25:07
2023-07-26 17:12:32,958 semantic_segmentation INFO: Iters: 116900/150000 || Lr: 0.005133 || Task Loss: 0.3296 || KD Loss: 0.0261|| 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, 6:26:17 || Estimated Time: 15:24:50
2023-07-26 17:12:49,485 semantic_segmentation INFO: Iters: 116910/150000 || Lr: 0.005132 || Task Loss: 0.3151 || KD Loss: 0.0293|| 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, 6:26:33 || Estimated Time: 15:24:33
2023-07-26 17:13:06,023 semantic_segmentation INFO: Iters: 116920/150000 || Lr: 0.005131 || Task Loss: 0.2367 || KD Loss: 0.0401|| 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, 6:26:50 || Estimated Time: 15:24:16
2023-07-26 17:13:22,528 semantic_segmentation INFO: Iters: 116930/150000 || Lr: 0.005129 || Task Loss: 0.3172 || KD Loss: 0.0449|| 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, 6:27:07 || Estimated Time: 15:23:59
2023-07-26 17:13:39,100 semantic_segmentation INFO: Iters: 116940/150000 || Lr: 0.005128 || Task Loss: 0.2571 || KD Loss: 0.0295|| 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, 6:27:23 || Estimated Time: 15:23:43
2023-07-26 17:13:55,517 semantic_segmentation INFO: Iters: 116950/150000 || Lr: 0.005126 || Task Loss: 0.3495 || KD Loss: 0.0390|| 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, 6:27:39 || Estimated Time: 15:23:26
2023-07-26 17:14:12,082 semantic_segmentation INFO: Iters: 116960/150000 || Lr: 0.005125 || Task Loss: 0.2370 || KD Loss: 0.0487|| 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, 6:27:56 || Estimated Time: 15:23:09
2023-07-26 17:14:28,588 semantic_segmentation INFO: Iters: 116970/150000 || Lr: 0.005124 || Task Loss: 0.2886 || 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, 6:28:13 || Estimated Time: 15:22:52
2023-07-26 17:14:45,000 semantic_segmentation INFO: Iters: 116980/150000 || Lr: 0.005122 || Task Loss: 0.2085 || KD Loss: 0.0330|| 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, 6:28:29 || Estimated Time: 15:22:35
2023-07-26 17:15:01,456 semantic_segmentation INFO: Iters: 116990/150000 || Lr: 0.005121 || Task Loss: 0.3404 || KD Loss: 0.0430|| 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, 6:28:45 || Estimated Time: 15:22:18
2023-07-26 17:15:18,024 semantic_segmentation INFO: Iters: 117000/150000 || Lr: 0.005119 || Task Loss: 0.3136 || KD Loss: 0.0426|| 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, 6:29:02 || Estimated Time: 15:22:02
2023-07-26 17:15:34,533 semantic_segmentation INFO: Iters: 117010/150000 || Lr: 0.005118 || Task Loss: 0.2308 || KD Loss: 0.0635|| 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, 6:29:19 || Estimated Time: 15:21:45
2023-07-26 17:15:51,006 semantic_segmentation INFO: Iters: 117020/150000 || Lr: 0.005117 || Task Loss: 0.2863 || KD Loss: 0.0339|| 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, 6:29:35 || Estimated Time: 15:21:28
2023-07-26 17:16:07,503 semantic_segmentation INFO: Iters: 117030/150000 || Lr: 0.005115 || Task Loss: 0.2785 || KD Loss: 0.0346|| 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, 6:29:51 || Estimated Time: 15:21:11
2023-07-26 17:16:23,985 semantic_segmentation INFO: Iters: 117040/150000 || Lr: 0.005114 || Task Loss: 0.4549 || KD Loss: 0.0597|| 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, 6:30:08 || Estimated Time: 15:20:54
2023-07-26 17:16:40,345 semantic_segmentation INFO: Iters: 117050/150000 || Lr: 0.005112 || Task Loss: 0.2120 || KD Loss: 0.0305|| 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, 6:30:24 || Estimated Time: 15:20:37
2023-07-26 17:16:56,756 semantic_segmentation INFO: Iters: 117060/150000 || Lr: 0.005111 || Task Loss: 0.3652 || KD Loss: 0.0474|| 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, 6:30:41 || Estimated Time: 15:20:20
2023-07-26 17:17:13,334 semantic_segmentation INFO: Iters: 117070/150000 || Lr: 0.005110 || Task Loss: 0.3431 || KD Loss: 0.0545|| 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, 6:30:57 || Estimated Time: 15:20:04
2023-07-26 17:17:29,840 semantic_segmentation INFO: Iters: 117080/150000 || Lr: 0.005108 || Task Loss: 0.3392 || KD Loss: 0.0559|| 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, 6:31:14 || Estimated Time: 15:19:47
2023-07-26 17:17:46,323 semantic_segmentation INFO: Iters: 117090/150000 || Lr: 0.005107 || Task Loss: 0.3221 || KD Loss: 0.0378|| 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, 6:31:30 || Estimated Time: 15:19:30
2023-07-26 17:18:02,780 semantic_segmentation INFO: Iters: 117100/150000 || Lr: 0.005105 || Task Loss: 0.4617 || KD Loss: 0.0451|| 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, 6:31:47 || Estimated Time: 15:19:13
2023-07-26 17:18:19,263 semantic_segmentation INFO: Iters: 117110/150000 || Lr: 0.005104 || Task Loss: 0.2487 || KD Loss: 0.0388|| 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, 6:32:03 || Estimated Time: 15:18:56
2023-07-26 17:18:35,726 semantic_segmentation INFO: Iters: 117120/150000 || Lr: 0.005103 || Task Loss: 0.3616 || KD Loss: 0.0408|| 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, 6:32:20 || Estimated Time: 15:18:39
2023-07-26 17:18:52,241 semantic_segmentation INFO: Iters: 117130/150000 || Lr: 0.005101 || Task Loss: 0.3983 || KD Loss: 0.0640|| 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, 6:32:36 || Estimated Time: 15:18:23
2023-07-26 17:19:08,633 semantic_segmentation INFO: Iters: 117140/150000 || Lr: 0.005100 || Task Loss: 0.3203 || KD Loss: 0.0484|| 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, 6:32:53 || Estimated Time: 15:18:06
2023-07-26 17:19:25,035 semantic_segmentation INFO: Iters: 117150/150000 || Lr: 0.005098 || Task Loss: 0.4123 || KD Loss: 0.0595|| 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, 6:33:09 || Estimated Time: 15:17:49
2023-07-26 17:19:41,445 semantic_segmentation INFO: Iters: 117160/150000 || Lr: 0.005097 || Task Loss: 0.3799 || KD Loss: 0.0713|| 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, 6:33:25 || Estimated Time: 15:17:32
2023-07-26 17:19:57,919 semantic_segmentation INFO: Iters: 117170/150000 || Lr: 0.005096 || Task Loss: 0.4025 || KD Loss: 0.0654|| 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, 6:33:42 || Estimated Time: 15:17:15
2023-07-26 17:20:14,384 semantic_segmentation INFO: Iters: 117180/150000 || Lr: 0.005094 || Task Loss: 0.3519 || KD Loss: 0.0552|| 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, 6:33:58 || Estimated Time: 15:16:58
2023-07-26 17:20:30,783 semantic_segmentation INFO: Iters: 117190/150000 || Lr: 0.005093 || Task Loss: 0.3119 || KD Loss: 0.0300|| 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, 6:34:15 || Estimated Time: 15:16:41
2023-07-26 17:20:47,167 semantic_segmentation INFO: Iters: 117200/150000 || Lr: 0.005092 || Task Loss: 0.3031 || KD Loss: 0.0385|| 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, 6:34:31 || Estimated Time: 15:16:25
2023-07-26 17:21:03,736 semantic_segmentation INFO: Iters: 117210/150000 || Lr: 0.005090 || Task Loss: 0.2255 || KD Loss: 0.0371|| 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, 6:34:48 || Estimated Time: 15:16:08
2023-07-26 17:21:20,109 semantic_segmentation INFO: Iters: 117220/150000 || Lr: 0.005089 || Task Loss: 0.2066 || KD Loss: 0.0313|| 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, 6:35:04 || Estimated Time: 15:15:51
2023-07-26 17:21:36,479 semantic_segmentation INFO: Iters: 117230/150000 || Lr: 0.005087 || Task Loss: 0.2768 || KD Loss: 0.0480|| 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, 6:35:20 || Estimated Time: 15:15:34
2023-07-26 17:21:53,090 semantic_segmentation INFO: Iters: 117240/150000 || Lr: 0.005086 || Task Loss: 0.2607 || KD Loss: 0.0430|| 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, 6:35:37 || Estimated Time: 15:15:17
2023-07-26 17:22:09,682 semantic_segmentation INFO: Iters: 117250/150000 || Lr: 0.005085 || Task Loss: 0.2846 || 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, 6:35:54 || Estimated Time: 15:15:00
2023-07-26 17:22:26,137 semantic_segmentation INFO: Iters: 117260/150000 || Lr: 0.005083 || Task Loss: 0.3221 || KD Loss: 0.0447|| 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, 6:36:10 || Estimated Time: 15:14:44
2023-07-26 17:22:42,674 semantic_segmentation INFO: Iters: 117270/150000 || Lr: 0.005082 || Task Loss: 0.3000 || KD Loss: 0.0375|| 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, 6:36:27 || Estimated Time: 15:14:27
2023-07-26 17:22:59,138 semantic_segmentation INFO: Iters: 117280/150000 || Lr: 0.005080 || Task Loss: 0.2914 || KD Loss: 0.0530|| 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, 6:36:43 || Estimated Time: 15:14:10
2023-07-26 17:23:15,644 semantic_segmentation INFO: Iters: 117290/150000 || Lr: 0.005079 || Task Loss: 0.2387 || KD Loss: 0.0332|| 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, 6:37:00 || Estimated Time: 15:13:53
2023-07-26 17:23:32,093 semantic_segmentation INFO: Iters: 117300/150000 || Lr: 0.005078 || Task Loss: 0.2447 || KD Loss: 0.0389|| 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, 6:37:16 || Estimated Time: 15:13:36
2023-07-26 17:23:48,597 semantic_segmentation INFO: Iters: 117310/150000 || Lr: 0.005076 || Task Loss: 0.2307 || KD Loss: 0.0792|| 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, 6:37:33 || Estimated Time: 15:13:19
2023-07-26 17:24:05,407 semantic_segmentation INFO: Iters: 117320/150000 || Lr: 0.005075 || Task Loss: 0.3934 || KD Loss: 0.0588|| 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, 6:37:49 || Estimated Time: 15:13:03
2023-07-26 17:24:21,939 semantic_segmentation INFO: Iters: 117330/150000 || Lr: 0.005073 || Task Loss: 0.3547 || KD Loss: 0.0466|| 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, 6:38:06 || Estimated Time: 15:12:46
2023-07-26 17:24:38,374 semantic_segmentation INFO: Iters: 117340/150000 || Lr: 0.005072 || Task Loss: 0.3504 || KD Loss: 0.0452|| 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, 6:38:22 || Estimated Time: 15:12:29
2023-07-26 17:24:54,950 semantic_segmentation INFO: Iters: 117350/150000 || Lr: 0.005071 || Task Loss: 0.3854 || KD Loss: 0.0524|| 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, 6:38:39 || Estimated Time: 15:12:12
2023-07-26 17:25:11,346 semantic_segmentation INFO: Iters: 117360/150000 || Lr: 0.005069 || Task Loss: 0.2776 || KD Loss: 0.0396|| 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, 6:38:55 || Estimated Time: 15:11:55
2023-07-26 17:25:27,861 semantic_segmentation INFO: Iters: 117370/150000 || Lr: 0.005068 || Task Loss: 0.3735 || KD Loss: 0.0376|| 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, 6:39:12 || Estimated Time: 15:11:38
2023-07-26 17:25:44,332 semantic_segmentation INFO: Iters: 117380/150000 || Lr: 0.005066 || Task Loss: 0.2668 || 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, 6:39:28 || Estimated Time: 15:11:22
2023-07-26 17:26:00,831 semantic_segmentation INFO: Iters: 117390/150000 || Lr: 0.005065 || Task Loss: 0.2583 || KD Loss: 0.0365|| 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, 6:39:45 || Estimated Time: 15:11:05
2023-07-26 17:26:17,281 semantic_segmentation INFO: Iters: 117400/150000 || Lr: 0.005064 || Task Loss: 0.2719 || KD Loss: 0.0363|| 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, 6:40:01 || Estimated Time: 15:10:48
2023-07-26 17:26:33,671 semantic_segmentation INFO: Iters: 117410/150000 || Lr: 0.005062 || Task Loss: 0.3617 || KD Loss: 0.0624|| 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, 6:40:18 || Estimated Time: 15:10:31
2023-07-26 17:26:50,228 semantic_segmentation INFO: Iters: 117420/150000 || Lr: 0.005061 || Task Loss: 0.3763 || KD Loss: 0.0667|| 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, 6:40:34 || Estimated Time: 15:10:14
2023-07-26 17:27:06,646 semantic_segmentation INFO: Iters: 117430/150000 || Lr: 0.005059 || Task Loss: 0.2441 || KD Loss: 0.0306|| 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, 6:40:51 || Estimated Time: 15:09:57
2023-07-26 17:27:23,100 semantic_segmentation INFO: Iters: 117440/150000 || Lr: 0.005058 || Task Loss: 0.4520 || KD Loss: 0.0683|| 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, 6:41:07 || Estimated Time: 15:09:40
2023-07-26 17:27:42,392 semantic_segmentation INFO: Iters: 117450/150000 || Lr: 0.005057 || Task Loss: 0.2098 || KD Loss: 0.0343|| 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, 6:41:26 || Estimated Time: 15:09:24
2023-07-26 17:27:59,685 semantic_segmentation INFO: Iters: 117460/150000 || Lr: 0.005055 || Task Loss: 0.3097 || KD Loss: 0.0648|| 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, 6:41:44 || Estimated Time: 15:09:08
2023-07-26 17:28:16,086 semantic_segmentation INFO: Iters: 117470/150000 || Lr: 0.005054 || Task Loss: 0.3218 || KD Loss: 0.0336|| 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, 6:42:00 || Estimated Time: 15:08:51
2023-07-26 17:28:32,477 semantic_segmentation INFO: Iters: 117480/150000 || Lr: 0.005052 || Task Loss: 0.2443 || KD Loss: 0.0507|| 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, 6:42:16 || Estimated Time: 15:08:34
2023-07-26 17:28:49,048 semantic_segmentation INFO: Iters: 117490/150000 || Lr: 0.005051 || Task Loss: 0.2634 || KD Loss: 0.0410|| 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, 6:42:33 || Estimated Time: 15:08:17
2023-07-26 17:29:05,440 semantic_segmentation INFO: Iters: 117500/150000 || Lr: 0.005050 || Task Loss: 0.2736 || KD Loss: 0.0487|| 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, 6:42:49 || Estimated Time: 15:08:00
2023-07-26 17:29:21,888 semantic_segmentation INFO: Iters: 117510/150000 || Lr: 0.005048 || Task Loss: 0.2644 || KD Loss: 0.0333|| 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, 6:43:06 || Estimated Time: 15:07:44
2023-07-26 17:29:38,412 semantic_segmentation INFO: Iters: 117520/150000 || Lr: 0.005047 || Task Loss: 0.2496 || KD Loss: 0.0437|| 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, 6:43:22 || Estimated Time: 15:07:27
2023-07-26 17:29:54,801 semantic_segmentation INFO: Iters: 117530/150000 || Lr: 0.005045 || Task Loss: 0.2865 || KD Loss: 0.0353|| 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, 6:43:39 || Estimated Time: 15:07:10
2023-07-26 17:30:11,269 semantic_segmentation INFO: Iters: 117540/150000 || Lr: 0.005044 || Task Loss: 0.3038 || KD Loss: 0.0335|| 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, 6:43:55 || Estimated Time: 15:06:53
2023-07-26 17:30:27,747 semantic_segmentation INFO: Iters: 117550/150000 || Lr: 0.005043 || Task Loss: 0.2996 || KD Loss: 0.0384|| 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, 6:44:12 || Estimated Time: 15:06:36
2023-07-26 17:30:44,159 semantic_segmentation INFO: Iters: 117560/150000 || Lr: 0.005041 || Task Loss: 0.3795 || KD Loss: 0.0562|| 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, 6:44:28 || Estimated Time: 15:06:19
2023-07-26 17:31:00,685 semantic_segmentation INFO: Iters: 117570/150000 || Lr: 0.005040 || Task Loss: 0.3468 || KD Loss: 0.0435|| 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, 6:44:45 || Estimated Time: 15:06:02
2023-07-26 17:31:17,130 semantic_segmentation INFO: Iters: 117580/150000 || Lr: 0.005038 || Task Loss: 0.3051 || KD Loss: 0.0557|| 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, 6:45:01 || Estimated Time: 15:05:46
2023-07-26 17:31:33,502 semantic_segmentation INFO: Iters: 117590/150000 || Lr: 0.005037 || Task Loss: 0.3656 || 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, 6:45:17 || Estimated Time: 15:05:29
2023-07-26 17:31:50,156 semantic_segmentation INFO: Iters: 117600/150000 || Lr: 0.005036 || Task Loss: 0.2143 || KD Loss: 0.0285|| 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, 6:45:34 || Estimated Time: 15:05:12
2023-07-26 17:31:50,266 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:31:50,710 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-26 17:31:50,724 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-26 17:31:50,744 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.167
2023-07-26 17:31:50,758 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.167
2023-07-26 17:31:50,771 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.244
2023-07-26 17:31:50,783 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.288
2023-07-26 17:31:50,798 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.331
2023-07-26 17:31:50,812 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-26 17:31:50,825 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.375
2023-07-26 17:31:50,839 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.421
2023-07-26 17:31:50,853 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.468
2023-07-26 17:31:50,868 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.515
2023-07-26 17:31:50,880 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.473
2023-07-26 17:31:50,895 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.925, mIoU: 0.459
2023-07-26 17:31:50,909 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.928, mIoU: 0.456
2023-07-26 17:31:50,921 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.928, mIoU: 0.450
2023-07-26 17:31:50,932 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.921, mIoU: 0.436
2023-07-26 17:31:50,944 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.437
2023-07-26 17:31:50,959 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.432
2023-07-26 17:31:50,974 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.488
2023-07-26 17:31:50,989 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.928, mIoU: 0.490
2023-07-26 17:31:51,004 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.497
2023-07-26 17:31:51,019 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.529
2023-07-26 17:31:51,035 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.531
2023-07-26 17:31:51,051 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.530
2023-07-26 17:31:51,065 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.532
2023-07-26 17:31:51,080 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.535
2023-07-26 17:31:51,091 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.537
2023-07-26 17:31:51,106 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.927, mIoU: 0.525
2023-07-26 17:31:51,121 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.526
2023-07-26 17:31:51,135 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.526
2023-07-26 17:31:51,150 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.524
2023-07-26 17:31:51,165 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.536
2023-07-26 17:31:51,180 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.534
2023-07-26 17:31:51,194 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.544
2023-07-26 17:31:51,209 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.544
2023-07-26 17:31:51,222 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.545
2023-07-26 17:31:51,234 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.589
2023-07-26 17:31:51,250 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.602
2023-07-26 17:31:51,262 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.600
2023-07-26 17:31:51,276 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.621
2023-07-26 17:31:51,290 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.620
2023-07-26 17:31:51,304 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.613
2023-07-26 17:31:51,317 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.613
2023-07-26 17:31:51,332 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-26 17:31:51,347 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.626
2023-07-26 17:31:51,360 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.628
2023-07-26 17:31:51,373 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.629
2023-07-26 17:31:51,387 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.630
2023-07-26 17:31:51,404 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.624
2023-07-26 17:31:51,419 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.623
2023-07-26 17:31:51,434 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.623
2023-07-26 17:31:51,447 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.621
2023-07-26 17:31:51,463 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.623
2023-07-26 17:31:51,478 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.629
2023-07-26 17:31:51,491 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.627
2023-07-26 17:31:51,506 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.627
2023-07-26 17:31:51,523 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.625
2023-07-26 17:31:51,536 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.626
2023-07-26 17:31:51,550 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-26 17:31:51,563 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-26 17:31:51,578 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-26 17:31:51,591 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-26 17:31:51,609 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-26 17:31:51,621 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-26 17:31:51,636 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.665
2023-07-26 17:31:51,651 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.665
2023-07-26 17:31:51,664 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-26 17:31:51,679 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-26 17:31:51,694 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-26 17:31:51,711 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.730
2023-07-26 17:31:51,725 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.730
2023-07-26 17:31:51,740 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-26 17:31:51,755 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-26 17:31:51,769 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-26 17:31:51,784 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-26 17:31:51,799 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-26 17:31:51,808 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:31:51,823 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:31:51,839 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:31:51,852 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:31:51,867 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:31:51,882 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:31:51,896 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:51,912 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 17:31:51,926 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 17:31:51,941 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-26 17:31:51,956 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 17:31:51,970 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:31:51,983 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:31:51,997 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:31:52,013 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:31:52,028 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:31:52,043 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:31:52,058 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 17:31:52,073 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 17:31:52,086 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 17:31:52,099 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:31:52,114 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:31:52,127 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:31:52,141 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:31:52,155 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:31:52,168 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:31:52,183 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 17:31:52,197 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:31:52,210 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:31:52,225 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:31:52,240 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 17:31:52,254 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:31:52,267 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:31:52,279 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 17:31:52,293 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 17:31:52,308 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 17:31:52,322 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 17:31:52,337 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 17:31:52,350 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 17:31:52,363 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:31:52,378 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:31:52,391 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:31:52,405 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:31:52,420 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:31:52,433 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:31:52,446 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 17:31:52,461 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-26 17:31:52,475 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-26 17:31:52,484 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 17:31:52,495 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-26 17:31:52,511 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-26 17:31:52,520 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-26 17:31:52,532 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-26 17:31:52,547 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-26 17:31:52,562 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-26 17:31:52,574 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-26 17:31:52,589 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-26 17:31:52,602 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-26 17:31:52,614 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-26 17:31:52,629 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 17:31:52,642 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-26 17:31:52,657 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-26 17:31:52,670 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 17:31:52,685 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-26 17:31:52,700 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-26 17:31:52,716 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-26 17:31:52,732 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-26 17:31:52,747 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 17:31:52,761 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-26 17:31:52,775 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-26 17:31:52,789 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 17:31:52,800 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.726
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2023-07-26 17:31:53,081 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.689
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2023-07-26 17:31:53,111 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.932, mIoU: 0.684
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2023-07-26 17:31:55,567 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.933, mIoU: 0.700
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2023-07-26 17:31:55,762 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-26 17:31:55,775 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.934, mIoU: 0.701
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2023-07-26 17:31:55,801 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.694
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2023-07-26 17:31:55,831 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.693
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2023-07-26 17:31:55,901 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.932, mIoU: 0.694
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2023-07-26 17:31:55,930 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-26 17:31:55,945 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 17:31:56,000 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.931, mIoU: 0.689
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2023-07-26 17:31:56,139 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.690
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2023-07-26 17:31:56,196 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 17:31:56,211 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-26 17:31:56,223 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-26 17:31:56,238 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 17:31:56,251 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.932, mIoU: 0.690
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2023-07-26 17:31:56,408 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-26 17:31:56,421 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.933, mIoU: 0.687
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2023-07-26 17:31:56,492 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.932, mIoU: 0.686
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2023-07-26 17:31:56,543 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.932, mIoU: 0.687
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2023-07-26 17:31:56,801 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.933, mIoU: 0.693
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2023-07-26 17:31:56,933 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 17:31:56,947 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.933, mIoU: 0.694
2023-07-26 17:31:56,961 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.933, mIoU: 0.694
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2023-07-26 17:31:56,986 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.933, mIoU: 0.694
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2023-07-26 17:31:57,016 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.692
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2023-07-26 17:31:57,044 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-26 17:31:57,057 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.932, mIoU: 0.690
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2023-07-26 17:31:57,134 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.691
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2023-07-26 17:31:57,278 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 17:31:57,293 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 17:31:57,308 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-26 17:31:57,322 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.692
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2023-07-26 17:31:57,365 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.694
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2023-07-26 17:31:57,392 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.695
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2023-07-26 17:31:57,463 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.934, mIoU: 0.696
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2023-07-26 17:31:57,492 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.697
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2023-07-26 17:31:57,544 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.934, mIoU: 0.699
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2023-07-26 17:31:57,568 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.934, mIoU: 0.699
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2023-07-26 17:31:57,623 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.700
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2023-07-26 17:31:57,686 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.701
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2023-07-26 17:31:58,094 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 17:31:58,133 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-26 17:31:58,173 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 17:31:58,241 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.935, mIoU: 0.711
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2023-07-26 17:31:58,284 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,296 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,309 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,323 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,338 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,352 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 17:31:58,365 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,378 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 17:31:58,393 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,409 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-26 17:31:58,425 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 17:31:58,439 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 17:31:58,454 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,470 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,485 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,498 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,513 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,528 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,541 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,556 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,571 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,585 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 17:31:58,599 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,612 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,627 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,641 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,657 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,667 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,681 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 17:31:58,696 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,708 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,723 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,736 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,751 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,765 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,781 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,794 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,807 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,819 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:58,834 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,849 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,865 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,879 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:58,893 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,906 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,921 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,936 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,949 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,963 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,978 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:58,993 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:59,007 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:59,021 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:59,032 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:59,047 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:59,061 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:59,075 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 17:31:59,089 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 17:31:59,103 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:59,114 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:59,129 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:59,143 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:59,157 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 17:31:59,170 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 17:31:59,184 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 17:31:59,198 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 17:31:59,212 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 17:31:59,227 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 17:31:59,242 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 17:31:59,256 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 17:31:59,270 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 17:31:59,285 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 17:31:59,299 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 17:31:59,311 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 17:31:59,326 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 17:31:59,340 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,354 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,367 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,382 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,395 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,410 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,425 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,441 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,455 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 17:31:59,470 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,485 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,499 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 17:31:59,513 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:31:59,527 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:31:59,542 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:31:59,560 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:31:59,575 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,590 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,600 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,613 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,628 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,641 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,655 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,668 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,681 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,695 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,711 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,727 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 17:31:59,742 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 17:31:59,755 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 17:31:59,769 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,782 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 17:31:59,797 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 17:31:59,813 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-26 17:31:59,828 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,842 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,857 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,871 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.937, mIoU: 0.718
2023-07-26 17:31:59,884 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,899 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,914 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,926 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,939 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,953 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:31:59,969 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,983 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:31:59,996 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,011 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,026 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,041 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,054 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,066 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,074 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-26 17:32:00,090 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:32:00,106 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:32:00,121 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:32:00,137 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 17:32:00,151 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 17:32:00,166 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,182 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,197 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,209 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,224 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,239 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,253 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,268 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,280 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,293 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 17:32:00,306 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 17:32:00,319 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 17:32:00,331 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:00,344 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:00,357 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:00,370 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,385 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,397 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,411 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,424 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,436 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:00,450 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:00,465 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,480 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,495 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,509 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,524 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,537 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,552 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,567 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,583 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,599 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:00,614 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:00,630 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:00,643 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:00,655 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:00,668 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,684 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,700 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,713 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,727 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:00,742 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,756 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,771 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,785 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,801 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,816 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,830 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,842 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,856 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,870 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,883 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,899 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,911 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,926 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,940 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,952 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,965 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:00,980 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:00,994 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,008 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,023 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,035 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,048 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,062 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,075 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,090 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,106 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,120 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,135 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,148 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,162 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,177 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,190 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,203 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,217 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,233 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,246 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,260 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,275 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,288 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 17:32:01,301 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,316 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,330 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,347 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,359 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,373 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,386 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,401 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,413 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,426 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,442 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,457 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,470 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,486 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,502 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,517 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,533 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,546 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,559 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,573 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,587 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,600 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,613 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,628 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,640 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,652 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,666 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,680 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,694 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,709 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,722 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,735 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,749 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,763 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,777 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:01,791 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:01,803 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:01,816 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,828 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,844 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,860 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,875 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,889 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:01,900 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,913 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,928 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,943 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 17:32:01,956 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,971 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:01,984 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,000 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:02,013 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,028 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,040 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,055 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,070 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-26 17:32:02,083 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:02,098 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 17:32:02,113 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,127 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,142 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,157 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,171 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,186 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,200 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,215 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,230 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,243 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,256 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,268 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,284 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,297 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,313 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,327 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,338 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,352 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,367 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,382 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,394 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,409 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,423 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,436 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,449 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,464 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,478 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,491 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,502 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:02,519 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,533 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:02,548 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:02,560 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 17:32:02,575 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:02,589 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:02,604 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,618 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,631 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,645 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,658 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:02,673 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,687 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:02,700 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,716 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,730 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,745 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,760 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:02,775 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:02,789 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:02,804 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,822 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,837 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,853 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,868 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,883 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,897 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,907 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,921 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,933 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,948 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,963 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,978 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:02,990 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,005 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,019 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,033 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,048 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,063 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,076 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,091 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,106 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,121 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,134 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,148 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:03,163 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,178 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,191 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,206 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,221 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,234 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:03,248 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,263 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,275 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,289 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,302 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,316 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,330 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,344 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,359 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:03,373 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,388 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,400 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,413 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,427 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,440 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,452 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,467 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,481 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,496 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,511 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,524 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,537 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,553 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,568 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,581 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,595 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,608 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,624 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,638 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,653 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,669 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,683 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,692 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,708 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,723 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,736 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,750 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,765 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,780 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,792 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,807 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,822 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:03,839 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,855 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,870 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 17:32:03,886 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,901 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 17:32:03,913 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,927 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 17:32:03,941 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,954 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 17:32:03,966 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,980 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:03,994 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,008 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,015 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,027 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,039 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,051 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,061 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,075 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,088 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,102 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,114 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,126 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,140 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,150 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,165 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,177 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,192 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,206 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,220 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,235 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,246 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,258 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,272 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,286 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,301 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,315 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,328 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,338 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,348 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,361 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,372 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,386 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,399 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-26 17:32:04,413 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,428 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,443 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,457 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,472 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,486 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,501 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,516 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,530 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,544 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,559 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,574 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:04,586 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,599 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,613 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,626 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,641 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,654 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,668 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,683 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,700 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 17:32:04,715 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 17:32:04,728 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 17:32:04,743 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-26 17:32:04,758 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,772 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,787 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,799 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,812 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,826 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,841 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 17:32:04,856 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 17:32:04,872 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 17:32:04,887 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 17:32:04,902 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 17:32:04,916 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:04,930 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:04,943 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-26 17:32:04,957 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,967 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:04,980 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:04,994 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,006 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,020 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,034 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,049 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:05,064 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,079 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,093 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,108 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,119 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,134 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,147 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,161 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,175 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,188 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,202 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,215 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,230 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,244 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,259 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:05,273 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:05,288 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:05,300 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-26 17:32:05,313 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,327 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,340 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,352 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,367 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,382 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,396 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,409 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,421 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,436 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,451 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,466 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 17:32:05,478 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,491 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,505 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,520 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,535 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,550 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,564 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,579 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,593 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,607 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,622 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,637 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,651 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,666 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,678 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,694 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,708 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,723 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,736 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 17:32:05,750 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,764 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 17:32:05,780 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,792 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 17:32:05,807 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,821 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,835 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 17:32:05,850 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,865 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,881 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,894 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,908 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,924 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,937 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,952 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 17:32:05,965 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 17:32:05,974 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:05,989 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:06,004 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:06,022 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 17:32:06,038 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,053 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,066 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,079 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,094 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,109 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,124 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,139 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,153 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,168 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,182 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,194 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,208 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,222 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,236 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,248 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,260 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,274 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,287 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,301 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,315 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,327 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,341 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 17:32:06,355 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,367 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,382 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,397 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,412 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,426 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,439 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,453 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,467 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,481 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,495 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,508 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,522 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,535 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,547 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,560 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,574 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,589 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,603 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,618 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,628 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,640 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,656 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,671 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,683 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,698 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,713 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,729 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,742 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,755 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,770 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,783 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,797 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,810 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:06,822 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:06,837 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 17:32:06,851 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,866 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,885 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,899 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,913 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,928 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,940 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,954 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:06,968 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,983 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:06,997 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,010 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,022 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,036 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,051 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,064 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,077 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,091 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,107 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,120 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,130 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,144 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,159 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,173 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-26 17:32:07,187 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-26 17:32:07,199 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,213 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,227 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,240 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,254 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,268 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,282 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,297 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,312 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,326 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,339 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,353 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,366 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,380 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,395 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,410 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,423 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,438 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,449 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,464 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,479 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,494 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,506 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,521 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.938, mIoU: 0.726
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2023-07-26 17:32:07,552 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,564 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,579 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,594 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,604 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,619 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,634 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,649 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,662 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,674 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,689 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,703 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,717 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,731 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,746 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,758 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,771 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,786 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,800 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:07,815 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:07,829 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,845 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,858 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,873 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,887 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,902 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,918 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,931 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,944 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,959 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,974 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:07,989 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,002 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,015 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,029 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,044 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:08,057 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,069 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,084 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,098 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,113 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,127 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,142 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,157 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,170 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,184 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,199 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,212 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 17:32:08,226 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:08,241 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,256 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,270 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 17:32:08,285 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:08,300 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,314 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,328 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,343 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,357 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,372 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,386 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,401 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,416 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,428 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,441 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,455 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,470 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,483 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,497 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,512 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,526 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,540 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,555 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,569 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,583 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:08,596 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,608 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,621 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:32:08,634 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,647 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,662 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,677 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,690 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,704 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,719 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,730 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,744 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,760 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,775 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,791 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:08,806 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,819 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,834 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,849 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,861 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,877 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,892 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,907 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,921 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,937 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,952 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,967 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,981 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:08,993 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,008 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,023 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,037 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,052 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,064 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,079 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,093 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,108 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,122 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,137 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,151 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,166 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 17:32:09,176 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,190 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,203 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,216 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,232 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,246 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,260 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,272 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,285 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,299 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,313 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,326 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,341 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,355 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,368 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,382 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,397 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,410 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 17:32:09,424 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,439 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,452 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,467 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,479 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,494 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,509 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,524 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,538 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,551 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,564 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,578 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 17:32:09,593 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,607 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,619 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,632 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,646 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,661 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,675 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,688 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,702 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,718 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,733 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,748 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,763 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,770 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,785 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,798 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,811 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,825 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,840 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,855 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,870 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,885 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,900 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:32:09,915 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,928 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,944 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,960 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 17:32:09,974 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:09,990 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,004 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,021 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,033 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,047 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,062 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,076 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,089 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,102 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,116 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,130 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,145 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 17:32:10,159 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,173 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,187 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,202 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,214 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,228 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,241 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,256 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,271 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,286 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,301 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,313 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,328 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,343 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:10,358 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,373 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,387 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,403 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:10,417 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:10,430 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:10,445 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:10,458 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,472 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,487 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,502 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,517 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,531 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,545 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,554 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,568 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,581 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,595 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 17:32:10,610 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,624 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,639 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,650 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,659 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,675 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,690 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,704 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,717 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,732 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,746 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,759 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,773 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,788 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,802 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,816 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,828 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,842 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,857 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,871 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,884 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,898 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,913 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,927 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,944 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,957 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,971 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 17:32:10,986 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:32:11,002 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:32:27,359 semantic_segmentation INFO: Iters: 117610/150000 || Lr: 0.005034 || Task Loss: 0.2614 || KD Loss: 0.0418|| 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, 6:46:11 || Estimated Time: 15:05:01
2023-07-26 17:32:43,747 semantic_segmentation INFO: Iters: 117620/150000 || Lr: 0.005033 || Task Loss: 0.2373 || KD Loss: 0.0638|| 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, 6:46:28 || Estimated Time: 15:04:44
2023-07-26 17:33:00,143 semantic_segmentation INFO: Iters: 117630/150000 || Lr: 0.005031 || Task Loss: 0.2107 || KD Loss: 0.0334|| 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, 6:46:44 || Estimated Time: 15:04:27
2023-07-26 17:33:16,667 semantic_segmentation INFO: Iters: 117640/150000 || Lr: 0.005030 || Task Loss: 0.2567 || KD Loss: 0.0477|| 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, 6:47:01 || Estimated Time: 15:04:10
2023-07-26 17:33:33,203 semantic_segmentation INFO: Iters: 117650/150000 || Lr: 0.005029 || Task Loss: 0.3193 || KD Loss: 0.0606|| 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, 6:47:17 || Estimated Time: 15:03:53
2023-07-26 17:33:49,714 semantic_segmentation INFO: Iters: 117660/150000 || Lr: 0.005027 || Task Loss: 0.2528 || KD Loss: 0.0446|| 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, 6:47:34 || Estimated Time: 15:03:37
2023-07-26 17:34:06,049 semantic_segmentation INFO: Iters: 117670/150000 || Lr: 0.005026 || Task Loss: 0.2854 || KD Loss: 0.0328|| 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, 6:47:50 || Estimated Time: 15:03:20
2023-07-26 17:34:22,576 semantic_segmentation INFO: Iters: 117680/150000 || Lr: 0.005024 || Task Loss: 0.2365 || KD Loss: 0.0333|| 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, 6:48:07 || Estimated Time: 15:03:03
2023-07-26 17:34:39,053 semantic_segmentation INFO: Iters: 117690/150000 || Lr: 0.005023 || Task Loss: 0.2595 || KD Loss: 0.0644|| 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, 6:48:23 || Estimated Time: 15:02:46
2023-07-26 17:34:55,465 semantic_segmentation INFO: Iters: 117700/150000 || Lr: 0.005022 || Task Loss: 0.2837 || KD Loss: 0.0325|| 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, 6:48:39 || Estimated Time: 15:02:29
2023-07-26 17:35:11,958 semantic_segmentation INFO: Iters: 117710/150000 || Lr: 0.005020 || Task Loss: 0.3444 || KD Loss: 0.0584|| 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, 6:48:56 || Estimated Time: 15:02:12
2023-07-26 17:35:28,408 semantic_segmentation INFO: Iters: 117720/150000 || Lr: 0.005019 || Task Loss: 0.4165 || KD Loss: 0.0686|| 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, 6:49:12 || Estimated Time: 15:01:55
2023-07-26 17:35:44,880 semantic_segmentation INFO: Iters: 117730/150000 || Lr: 0.005017 || Task Loss: 0.2193 || KD Loss: 0.0369|| 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, 6:49:29 || Estimated Time: 15:01:39
2023-07-26 17:36:01,417 semantic_segmentation INFO: Iters: 117740/150000 || Lr: 0.005016 || Task Loss: 0.2323 || KD Loss: 0.0343|| 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, 6:49:45 || Estimated Time: 15:01:22
2023-07-26 17:36:17,958 semantic_segmentation INFO: Iters: 117750/150000 || Lr: 0.005015 || Task Loss: 0.3080 || KD Loss: 0.0461|| 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, 6:50:02 || Estimated Time: 15:01:05
2023-07-26 17:36:34,391 semantic_segmentation INFO: Iters: 117760/150000 || Lr: 0.005013 || Task Loss: 0.2241 || KD Loss: 0.0438|| 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, 6:50:18 || Estimated Time: 15:00:48
2023-07-26 17:36:50,963 semantic_segmentation INFO: Iters: 117770/150000 || Lr: 0.005012 || Task Loss: 0.4053 || KD Loss: 0.0403|| 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, 6:50:35 || Estimated Time: 15:00:31
2023-07-26 17:37:07,664 semantic_segmentation INFO: Iters: 117780/150000 || Lr: 0.005010 || Task Loss: 0.3013 || KD Loss: 0.0455|| 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, 6:50:52 || Estimated Time: 15:00:15
2023-07-26 17:37:24,071 semantic_segmentation INFO: Iters: 117790/150000 || Lr: 0.005009 || Task Loss: 0.3583 || KD Loss: 0.0606|| 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, 6:51:08 || Estimated Time: 14:59:58
2023-07-26 17:37:40,502 semantic_segmentation INFO: Iters: 117800/150000 || Lr: 0.005008 || Task Loss: 0.2262 || KD Loss: 0.0447|| 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, 6:51:24 || Estimated Time: 14:59:41
2023-07-26 17:37:56,993 semantic_segmentation INFO: Iters: 117810/150000 || Lr: 0.005006 || Task Loss: 0.2385 || KD Loss: 0.0342|| 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, 6:51:41 || Estimated Time: 14:59:24
2023-07-26 17:38:13,581 semantic_segmentation INFO: Iters: 117820/150000 || Lr: 0.005005 || Task Loss: 0.2509 || KD Loss: 0.0338|| 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, 6:51:58 || Estimated Time: 14:59:07
2023-07-26 17:38:30,122 semantic_segmentation INFO: Iters: 117830/150000 || Lr: 0.005003 || Task Loss: 0.3011 || KD Loss: 0.0451|| 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, 6:52:14 || Estimated Time: 14:58:50
2023-07-26 17:38:46,652 semantic_segmentation INFO: Iters: 117840/150000 || Lr: 0.005002 || Task Loss: 0.1826 || KD Loss: 0.0241|| 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, 6:52:31 || Estimated Time: 14:58:34
2023-07-26 17:39:03,129 semantic_segmentation INFO: Iters: 117850/150000 || Lr: 0.005001 || Task Loss: 0.3874 || KD Loss: 0.0452|| 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, 6:52:47 || Estimated Time: 14:58:17
2023-07-26 17:39:19,631 semantic_segmentation INFO: Iters: 117860/150000 || Lr: 0.004999 || Task Loss: 0.2708 || KD Loss: 0.0344|| 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, 6:53:04 || Estimated Time: 14:58:00
2023-07-26 17:39:36,193 semantic_segmentation INFO: Iters: 117870/150000 || Lr: 0.004998 || Task Loss: 0.2954 || KD Loss: 0.0492|| 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, 6:53:20 || Estimated Time: 14:57:43
2023-07-26 17:39:52,620 semantic_segmentation INFO: Iters: 117880/150000 || Lr: 0.004996 || Task Loss: 0.3072 || KD Loss: 0.0352|| 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, 6:53:37 || Estimated Time: 14:57:26
2023-07-26 17:40:09,110 semantic_segmentation INFO: Iters: 117890/150000 || Lr: 0.004995 || Task Loss: 0.2046 || KD Loss: 0.0351|| 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, 6:53:53 || Estimated Time: 14:57:09
2023-07-26 17:40:25,573 semantic_segmentation INFO: Iters: 117900/150000 || Lr: 0.004994 || Task Loss: 0.1969 || KD Loss: 0.0250|| 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, 6:54:10 || Estimated Time: 14:56:52
2023-07-26 17:40:42,060 semantic_segmentation INFO: Iters: 117910/150000 || Lr: 0.004992 || Task Loss: 0.2404 || KD Loss: 0.0418|| 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, 6:54:26 || Estimated Time: 14:56:36
2023-07-26 17:40:58,555 semantic_segmentation INFO: Iters: 117920/150000 || Lr: 0.004991 || Task Loss: 0.2980 || KD Loss: 0.0411|| 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, 6:54:43 || Estimated Time: 14:56:19
2023-07-26 17:41:15,090 semantic_segmentation INFO: Iters: 117930/150000 || Lr: 0.004989 || Task Loss: 0.2864 || KD Loss: 0.0351|| 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, 6:54:59 || Estimated Time: 14:56:02
2023-07-26 17:41:31,572 semantic_segmentation INFO: Iters: 117940/150000 || Lr: 0.004988 || Task Loss: 0.3139 || KD Loss: 0.0295|| 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, 6:55:16 || Estimated Time: 14:55:45
2023-07-26 17:41:48,041 semantic_segmentation INFO: Iters: 117950/150000 || Lr: 0.004987 || Task Loss: 0.2421 || KD Loss: 0.0294|| 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, 6:55:32 || Estimated Time: 14:55:28
2023-07-26 17:42:04,474 semantic_segmentation INFO: Iters: 117960/150000 || Lr: 0.004985 || Task Loss: 0.4113 || KD Loss: 0.0380|| 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: 2 days, 6:55:48 || Estimated Time: 14:55:11
2023-07-26 17:42:20,899 semantic_segmentation INFO: Iters: 117970/150000 || Lr: 0.004984 || Task Loss: 0.2924 || KD Loss: 0.0710|| 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, 6:56:05 || Estimated Time: 14:54:55
2023-07-26 17:42:37,349 semantic_segmentation INFO: Iters: 117980/150000 || Lr: 0.004982 || Task Loss: 0.1523 || KD Loss: 0.0205|| 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, 6:56:21 || Estimated Time: 14:54:38
2023-07-26 17:42:53,856 semantic_segmentation INFO: Iters: 117990/150000 || Lr: 0.004981 || Task Loss: 0.3585 || KD Loss: 0.0360|| 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, 6:56:38 || Estimated Time: 14:54:21
2023-07-26 17:43:10,345 semantic_segmentation INFO: Iters: 118000/150000 || Lr: 0.004980 || Task Loss: 0.2384 || KD Loss: 0.0295|| 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, 6:56:54 || Estimated Time: 14:54:04
2023-07-26 17:43:26,932 semantic_segmentation INFO: Iters: 118010/150000 || Lr: 0.004978 || Task Loss: 0.3665 || KD Loss: 0.0536|| 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, 6:57:11 || Estimated Time: 14:53:47
2023-07-26 17:43:43,421 semantic_segmentation INFO: Iters: 118020/150000 || Lr: 0.004977 || Task Loss: 0.3471 || KD Loss: 0.0478|| 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: 2 days, 6:57:27 || Estimated Time: 14:53:30
2023-07-26 17:43:59,863 semantic_segmentation INFO: Iters: 118030/150000 || Lr: 0.004975 || Task Loss: 0.4595 || KD Loss: 0.0428|| 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, 6:57:44 || Estimated Time: 14:53:14
2023-07-26 17:44:16,374 semantic_segmentation INFO: Iters: 118040/150000 || Lr: 0.004974 || Task Loss: 0.2467 || KD Loss: 0.0326|| 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, 6:58:00 || Estimated Time: 14:52:57
2023-07-26 17:44:32,839 semantic_segmentation INFO: Iters: 118050/150000 || Lr: 0.004973 || Task Loss: 0.4644 || KD Loss: 0.1129|| 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, 6:58:17 || Estimated Time: 14:52:40
2023-07-26 17:44:49,561 semantic_segmentation INFO: Iters: 118060/150000 || Lr: 0.004971 || Task Loss: 0.2990 || KD Loss: 0.0523|| 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, 6:58:34 || Estimated Time: 14:52:23
2023-07-26 17:45:06,012 semantic_segmentation INFO: Iters: 118070/150000 || Lr: 0.004970 || Task Loss: 0.2341 || KD Loss: 0.0353|| 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, 6:58:50 || Estimated Time: 14:52:06
2023-07-26 17:45:22,526 semantic_segmentation INFO: Iters: 118080/150000 || Lr: 0.004968 || Task Loss: 0.3059 || KD Loss: 0.0404|| 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, 6:59:07 || Estimated Time: 14:51:49
2023-07-26 17:45:38,915 semantic_segmentation INFO: Iters: 118090/150000 || Lr: 0.004967 || Task Loss: 0.2064 || KD Loss: 0.0256|| 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, 6:59:23 || Estimated Time: 14:51:33
2023-07-26 17:45:55,486 semantic_segmentation INFO: Iters: 118100/150000 || Lr: 0.004966 || Task Loss: 0.2926 || KD Loss: 0.0352|| 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, 6:59:39 || Estimated Time: 14:51:16
2023-07-26 17:46:11,869 semantic_segmentation INFO: Iters: 118110/150000 || Lr: 0.004964 || Task Loss: 0.2019 || KD Loss: 0.0325|| 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, 6:59:56 || Estimated Time: 14:50:59
2023-07-26 17:46:28,388 semantic_segmentation INFO: Iters: 118120/150000 || Lr: 0.004963 || Task Loss: 0.3805 || KD Loss: 0.0313|| 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, 7:00:12 || Estimated Time: 14:50:42
2023-07-26 17:46:44,852 semantic_segmentation INFO: Iters: 118130/150000 || Lr: 0.004961 || Task Loss: 0.2022 || KD Loss: 0.0283|| 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, 7:00:29 || Estimated Time: 14:50:25
2023-07-26 17:47:01,445 semantic_segmentation INFO: Iters: 118140/150000 || Lr: 0.004960 || Task Loss: 0.2985 || KD Loss: 0.0341|| 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, 7:00:45 || Estimated Time: 14:50:08
2023-07-26 17:47:17,842 semantic_segmentation INFO: Iters: 118150/150000 || Lr: 0.004959 || Task Loss: 0.3029 || KD Loss: 0.0414|| 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, 7:01:02 || Estimated Time: 14:49:52
2023-07-26 17:47:34,400 semantic_segmentation INFO: Iters: 118160/150000 || Lr: 0.004957 || Task Loss: 0.4703 || KD Loss: 0.0348|| 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, 7:01:18 || Estimated Time: 14:49:35
2023-07-26 17:47:50,804 semantic_segmentation INFO: Iters: 118170/150000 || Lr: 0.004956 || Task Loss: 0.2625 || KD Loss: 0.0362|| 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, 7:01:35 || Estimated Time: 14:49:18
2023-07-26 17:48:07,257 semantic_segmentation INFO: Iters: 118180/150000 || Lr: 0.004954 || Task Loss: 0.3363 || KD Loss: 0.0387|| 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, 7:01:51 || Estimated Time: 14:49:01
2023-07-26 17:48:23,745 semantic_segmentation INFO: Iters: 118190/150000 || Lr: 0.004953 || Task Loss: 0.2871 || KD Loss: 0.0520|| 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, 7:02:08 || Estimated Time: 14:48:44
2023-07-26 17:48:40,133 semantic_segmentation INFO: Iters: 118200/150000 || Lr: 0.004952 || Task Loss: 0.1417 || KD Loss: 0.0195|| 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, 7:02:24 || Estimated Time: 14:48:27
2023-07-26 17:48:56,545 semantic_segmentation INFO: Iters: 118210/150000 || Lr: 0.004950 || Task Loss: 0.2743 || KD Loss: 0.0336|| 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, 7:02:41 || Estimated Time: 14:48:10
2023-07-26 17:49:13,085 semantic_segmentation INFO: Iters: 118220/150000 || Lr: 0.004949 || Task Loss: 0.2628 || KD Loss: 0.0291|| 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, 7:02:57 || Estimated Time: 14:47:54
2023-07-26 17:49:29,503 semantic_segmentation INFO: Iters: 118230/150000 || Lr: 0.004947 || Task Loss: 0.4164 || KD Loss: 0.0435|| 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, 7:03:13 || Estimated Time: 14:47:37
2023-07-26 17:49:45,941 semantic_segmentation INFO: Iters: 118240/150000 || Lr: 0.004946 || Task Loss: 0.2343 || KD Loss: 0.0384|| 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, 7:03:30 || Estimated Time: 14:47:20
2023-07-26 17:50:02,448 semantic_segmentation INFO: Iters: 118250/150000 || Lr: 0.004945 || Task Loss: 0.3021 || KD Loss: 0.0473|| 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, 7:03:46 || Estimated Time: 14:47:03
2023-07-26 17:50:18,861 semantic_segmentation INFO: Iters: 118260/150000 || Lr: 0.004943 || Task Loss: 0.2898 || KD Loss: 0.0465|| 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, 7:04:03 || Estimated Time: 14:46:46
2023-07-26 17:50:35,279 semantic_segmentation INFO: Iters: 118270/150000 || Lr: 0.004942 || Task Loss: 0.3214 || KD Loss: 0.0354|| 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, 7:04:19 || Estimated Time: 14:46:29
2023-07-26 17:50:52,595 semantic_segmentation INFO: Iters: 118280/150000 || Lr: 0.004940 || Task Loss: 0.2642 || KD Loss: 0.0548|| 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, 7:04:37 || Estimated Time: 14:46:13
2023-07-26 17:51:11,602 semantic_segmentation INFO: Iters: 118290/150000 || Lr: 0.004939 || Task Loss: 0.2274 || KD Loss: 0.0319|| 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, 7:04:56 || Estimated Time: 14:45:57
2023-07-26 17:51:28,060 semantic_segmentation INFO: Iters: 118300/150000 || Lr: 0.004938 || Task Loss: 0.3132 || KD Loss: 0.0463|| 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, 7:05:12 || Estimated Time: 14:45:40
2023-07-26 17:51:44,463 semantic_segmentation INFO: Iters: 118310/150000 || Lr: 0.004936 || Task Loss: 0.3240 || KD Loss: 0.0528|| 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, 7:05:28 || Estimated Time: 14:45:23
2023-07-26 17:52:00,804 semantic_segmentation INFO: Iters: 118320/150000 || Lr: 0.004935 || Task Loss: 0.2884 || KD Loss: 0.0282|| 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, 7:05:45 || Estimated Time: 14:45:06
2023-07-26 17:52:17,234 semantic_segmentation INFO: Iters: 118330/150000 || Lr: 0.004933 || Task Loss: 0.3136 || KD Loss: 0.0587|| 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, 7:06:01 || Estimated Time: 14:44:49
2023-07-26 17:52:33,810 semantic_segmentation INFO: Iters: 118340/150000 || Lr: 0.004932 || Task Loss: 0.2618 || KD Loss: 0.0446|| 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, 7:06:18 || Estimated Time: 14:44:32
2023-07-26 17:52:50,174 semantic_segmentation INFO: Iters: 118350/150000 || Lr: 0.004931 || Task Loss: 0.4681 || KD Loss: 0.0625|| 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, 7:06:34 || Estimated Time: 14:44:15
2023-07-26 17:53:06,559 semantic_segmentation INFO: Iters: 118360/150000 || Lr: 0.004929 || Task Loss: 0.2823 || KD Loss: 0.0335|| 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, 7:06:51 || Estimated Time: 14:43:59
2023-07-26 17:53:22,976 semantic_segmentation INFO: Iters: 118370/150000 || Lr: 0.004928 || Task Loss: 0.3634 || KD Loss: 0.0392|| 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, 7:07:07 || Estimated Time: 14:43:42
2023-07-26 17:53:39,326 semantic_segmentation INFO: Iters: 118380/150000 || Lr: 0.004926 || Task Loss: 0.3213 || KD Loss: 0.0426|| 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, 7:07:23 || Estimated Time: 14:43:25
2023-07-26 17:53:55,751 semantic_segmentation INFO: Iters: 118390/150000 || Lr: 0.004925 || Task Loss: 0.3204 || KD Loss: 0.0433|| 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, 7:07:40 || Estimated Time: 14:43:08
2023-07-26 17:54:12,298 semantic_segmentation INFO: Iters: 118400/150000 || Lr: 0.004924 || Task Loss: 0.1901 || KD Loss: 0.0232|| 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, 7:07:56 || Estimated Time: 14:42:51
2023-07-26 17:54:12,412 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 17:54:12,875 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 17:54:12,887 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.136
2023-07-26 17:54:12,900 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.165
2023-07-26 17:54:12,913 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.165
2023-07-26 17:54:12,926 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.243
2023-07-26 17:54:12,938 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.287
2023-07-26 17:54:12,952 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.330
2023-07-26 17:54:12,965 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.334
2023-07-26 17:54:12,977 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.372
2023-07-26 17:54:12,991 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.410
2023-07-26 17:54:13,005 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.463
2023-07-26 17:54:13,020 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-26 17:54:13,033 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.491
2023-07-26 17:54:13,047 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.476
2023-07-26 17:54:13,062 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.477
2023-07-26 17:54:13,074 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.472
2023-07-26 17:54:13,085 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.469
2023-07-26 17:54:13,098 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.469
2023-07-26 17:54:13,112 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.467
2023-07-26 17:54:13,128 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.523
2023-07-26 17:54:13,143 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.524
2023-07-26 17:54:13,158 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.532
2023-07-26 17:54:13,172 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.567
2023-07-26 17:54:13,188 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.569
2023-07-26 17:54:13,203 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.569
2023-07-26 17:54:13,217 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.565
2023-07-26 17:54:13,233 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.569
2023-07-26 17:54:13,244 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-26 17:54:13,260 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.560
2023-07-26 17:54:13,275 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.560
2023-07-26 17:54:13,289 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.560
2023-07-26 17:54:13,304 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.560
2023-07-26 17:54:13,319 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-26 17:54:13,334 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.567
2023-07-26 17:54:13,349 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.594
2023-07-26 17:54:13,365 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.594
2023-07-26 17:54:13,380 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.595
2023-07-26 17:54:13,394 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.639
2023-07-26 17:54:13,409 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.644
2023-07-26 17:54:13,422 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.642
2023-07-26 17:54:13,434 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-26 17:54:13,448 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-26 17:54:13,462 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-26 17:54:13,474 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-26 17:54:13,488 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-26 17:54:13,502 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-26 17:54:13,515 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-26 17:54:13,527 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-26 17:54:13,540 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-26 17:54:13,555 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-26 17:54:13,570 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-26 17:54:13,584 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-26 17:54:13,597 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-26 17:54:13,612 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-26 17:54:13,626 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-26 17:54:13,639 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-26 17:54:13,654 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-26 17:54:13,671 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-26 17:54:13,683 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.679
2023-07-26 17:54:13,698 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-26 17:54:13,711 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-26 17:54:13,726 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-26 17:54:13,739 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-26 17:54:13,756 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-26 17:54:13,769 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-26 17:54:13,783 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-26 17:54:13,798 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-26 17:54:13,811 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 17:54:13,826 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-26 17:54:13,841 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 17:54:13,857 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 17:54:13,870 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-26 17:54:13,885 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 17:54:13,900 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 17:54:13,914 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 17:54:13,928 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-26 17:54:13,943 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-26 17:54:13,952 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-26 17:54:13,967 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.764
2023-07-26 17:54:13,983 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.765
2023-07-26 17:54:13,996 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.766
2023-07-26 17:54:14,011 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.765
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2023-07-26 17:54:14,040 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.761
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2023-07-26 17:54:14,070 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.762
2023-07-26 17:54:14,084 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-26 17:54:14,099 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-26 17:54:14,113 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.760
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2023-07-26 17:54:14,183 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.765
2023-07-26 17:54:14,198 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.761
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2023-07-26 17:54:14,225 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.760
2023-07-26 17:54:14,237 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.761
2023-07-26 17:54:14,252 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.759
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2023-07-26 17:54:14,366 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.761
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2023-07-26 17:54:14,545 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.752
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2023-07-26 17:54:14,584 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 17:54:14,648 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 17:54:14,727 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 17:54:14,883 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 17:54:15,181 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.738
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2023-07-26 17:54:15,225 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.935, mIoU: 0.718
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2023-07-26 17:54:15,297 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 17:54:15,392 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 17:54:15,935 semantic_segmentation INFO: Sample: 220, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 17:54:16,161 semantic_segmentation INFO: Sample: 236, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 17:54:16,240 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.935, mIoU: 0.719
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2023-07-26 17:54:16,442 semantic_segmentation INFO: Sample: 256, Validation pixAcc: 0.935, mIoU: 0.729
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2023-07-26 17:54:16,640 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.935, mIoU: 0.732
2023-07-26 17:54:16,654 semantic_segmentation INFO: Sample: 271, Validation pixAcc: 0.936, mIoU: 0.732
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2023-07-26 17:54:18,015 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 17:54:18,057 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.934, mIoU: 0.717
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2023-07-26 17:54:18,100 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.933, mIoU: 0.714
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2023-07-26 17:54:18,130 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.934, mIoU: 0.715
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2023-07-26 17:54:19,365 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 17:54:19,379 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:54:19,392 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 17:54:19,406 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 17:54:19,422 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:54:19,436 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:54:19,451 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:54:19,466 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:54:19,480 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 17:54:19,495 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 17:54:19,509 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 17:54:19,522 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 17:54:19,537 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 17:54:19,548 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 17:54:19,564 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 17:54:19,578 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 17:54:19,593 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:54:19,607 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:54:19,622 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 17:54:19,632 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 17:54:19,645 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 17:54:19,660 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,674 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,686 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,699 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,712 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,727 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:19,742 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,756 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:19,765 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:19,780 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:19,794 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:54:19,807 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 17:54:19,821 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,836 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,849 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,864 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:54:19,876 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:54:19,891 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 17:54:19,906 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,921 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,936 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,949 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:54:19,962 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:19,977 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:19,991 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:54:20,005 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 17:54:20,019 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 17:54:20,035 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 17:54:20,051 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 17:54:20,067 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:20,079 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:20,093 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:20,108 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:20,123 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 17:54:20,137 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:54:20,152 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:54:20,164 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 17:54:20,179 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 17:54:20,193 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 17:54:20,205 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 17:54:20,220 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 17:54:20,231 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:20,246 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:20,258 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:20,269 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,281 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,295 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,309 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,323 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,337 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,346 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,360 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,375 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,390 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,405 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,420 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,432 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,446 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,461 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,476 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:20,492 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:20,505 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,518 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:20,532 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,547 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:20,562 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:20,575 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,589 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,604 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,619 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,631 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,646 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,660 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,673 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 17:54:20,687 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 17:54:20,701 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,715 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,729 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,741 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,756 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,770 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:20,786 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:20,795 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,810 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,824 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,836 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,850 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,863 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,877 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,891 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,905 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,918 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,929 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,942 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,956 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,970 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:20,985 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:20,998 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:21,013 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,025 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,040 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,055 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,068 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,082 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,097 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,111 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,125 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,140 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,150 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,165 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,179 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,193 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,208 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,223 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,235 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,250 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,265 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,280 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,293 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,309 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,323 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,339 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,354 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,369 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,384 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:21,398 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,412 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,426 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:21,439 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,453 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,467 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,482 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,494 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,510 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,522 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,537 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,551 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:21,566 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,580 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 17:54:21,609 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,622 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,636 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:21,650 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:21,664 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:21,681 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:21,696 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 17:54:21,710 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 17:54:21,720 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 17:54:21,733 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:21,747 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:21,760 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 17:54:21,787 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,800 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 17:54:21,874 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,888 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,901 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,915 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,929 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:21,944 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 17:54:21,973 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:21,988 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:22,000 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:22,015 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:22,029 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,041 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,054 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,068 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 17:54:22,083 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,098 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,110 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 17:54:22,124 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,139 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,153 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,165 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,177 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,185 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,199 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:22,214 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,229 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,244 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,259 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,274 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,290 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,305 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,317 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,332 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,346 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,361 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:22,376 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:22,388 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 17:54:22,401 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 17:54:22,414 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 17:54:22,427 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:22,440 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:22,452 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:22,465 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:22,479 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,493 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,507 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,521 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,534 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,545 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,559 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,574 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:54:22,589 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:54:22,603 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,617 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:22,632 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,645 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,660 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,675 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,692 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,708 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,723 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:22,738 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:22,751 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:22,764 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:22,777 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:54:22,792 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 17:54:22,808 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,821 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,834 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,848 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,861 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,876 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,890 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,904 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,917 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:22,931 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,943 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,957 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,971 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:22,984 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,000 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,013 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,028 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,043 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,055 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,069 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,085 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:23,099 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,114 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,128 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,139 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,152 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,165 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,178 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:23,192 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:23,208 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:23,221 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:23,236 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,249 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,263 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,278 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,291 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,304 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,319 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,334 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,347 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,362 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:23,377 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:23,391 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:23,404 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:23,419 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,434 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,450 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,463 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,477 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,489 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,504 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,517 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,531 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,546 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,560 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,574 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,589 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,604 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,618 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,633 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,645 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,658 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,672 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,685 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,698 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,711 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,727 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,740 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,753 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,767 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,782 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,797 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,813 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,826 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:23,839 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,854 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,868 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,883 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,897 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,910 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:23,923 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:23,934 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:23,949 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,964 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,977 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:23,991 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:24,002 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:24,015 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:24,029 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,044 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:24,056 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,071 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:24,085 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:24,100 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,113 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,128 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,141 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,155 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,170 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,183 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,199 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,213 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,228 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,243 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,257 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,272 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,286 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,300 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,314 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,329 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,341 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,354 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,367 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,383 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:24,396 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,411 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,426 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,437 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,451 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,466 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,481 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,494 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,509 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,524 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,538 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,553 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,569 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,584 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,597 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,608 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,625 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,639 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,654 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:24,668 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:24,682 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,698 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,713 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,728 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,741 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,755 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,768 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:24,783 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,797 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,811 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,826 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,838 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:24,853 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:24,867 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,882 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,896 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,911 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:24,925 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,939 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,955 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,969 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,985 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:24,999 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,009 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,023 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,036 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,051 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,065 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,081 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,094 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:25,108 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:25,123 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:25,136 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:25,152 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,167 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,180 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,194 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,209 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,223 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,236 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,250 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,265 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,280 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,292 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,307 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,322 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,335 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,349 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,364 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,377 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,391 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,404 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,418 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,433 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,448 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:25,463 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,478 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,493 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,505 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,518 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,532 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,545 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,558 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,573 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,588 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,602 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,617 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,630 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,642 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,657 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,671 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,683 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,697 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,710 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,725 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,739 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,754 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,769 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,783 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,792 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,807 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,822 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,835 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,848 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,863 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,877 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,889 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:25,904 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 17:54:25,919 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 17:54:25,934 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 17:54:25,949 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,964 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,980 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:25,995 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,009 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,024 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,039 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,053 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,066 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,082 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,097 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,111 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,118 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,131 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,143 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,155 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,166 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,181 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,194 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,208 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,220 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,232 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,246 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,257 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,272 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:26,284 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,298 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,313 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,328 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,343 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,354 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,367 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,382 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,397 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,412 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,427 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,439 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,450 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,461 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,475 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,486 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,501 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,514 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 17:54:26,529 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,545 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,562 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,577 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 17:54:26,593 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,607 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,622 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,637 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,651 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,665 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,679 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,694 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:26,707 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:26,720 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:26,734 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,747 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,762 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,775 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,789 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,804 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,821 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,836 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,849 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,864 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,878 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:26,893 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,907 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,920 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,933 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,948 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,963 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,978 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:26,993 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 17:54:27,008 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 17:54:27,023 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 17:54:27,038 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,052 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,065 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,081 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,091 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,104 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,119 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,130 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,145 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,160 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,175 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,190 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,205 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,219 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,234 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,246 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,261 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,274 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,288 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,303 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,315 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,330 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,343 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,357 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,372 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,387 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:27,402 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:27,417 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:27,430 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 17:54:27,442 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,457 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,470 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,483 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,498 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,512 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 17:54:27,527 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 17:54:27,539 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,552 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,567 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,582 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,598 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,611 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,624 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,638 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,652 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,666 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,681 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,695 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,709 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,722 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,736 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,751 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,766 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,780 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,795 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,808 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,823 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,838 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,853 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,866 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 17:54:27,880 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,895 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,910 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,923 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,938 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:27,952 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:27,966 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 17:54:27,981 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 17:54:27,996 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 17:54:28,010 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,023 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,037 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,053 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,066 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 17:54:28,081 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 17:54:28,093 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 17:54:28,102 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,116 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,131 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,144 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 17:54:28,159 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,175 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,188 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,201 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,216 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,231 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,246 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,262 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,276 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,293 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,307 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,320 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 17:54:28,334 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,349 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,363 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,375 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,388 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,402 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,416 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,430 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,445 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 17:54:28,471 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,485 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,497 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,512 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,526 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,540 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 17:54:28,567 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,583 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,599 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,615 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,629 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,642 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 17:54:28,669 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,682 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,694 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,709 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,723 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,738 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,752 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,762 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,775 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,790 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,805 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,817 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,832 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,847 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,861 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,874 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:28,887 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,901 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,914 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,928 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:28,940 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 17:54:29,012 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 17:54:29,067 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,083 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,098 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:29,112 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:29,126 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 17:54:29,151 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:29,166 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:29,180 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 17:54:29,194 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,206 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 17:54:29,318 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,331 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,345 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 17:54:29,358 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:29,371 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-26 17:54:29,489 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,617 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:29,632 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,781 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,835 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:29,850 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:29,863 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,892 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,920 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 17:54:29,981 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:29,994 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,009 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,022 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,036 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 17:54:30,063 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,076 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,091 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,105 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,120 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,132 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,144 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,158 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 17:54:30,172 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,184 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,197 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,212 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,227 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,242 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,256 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,271 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,287 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,300 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,314 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,329 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,342 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,357 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,372 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,386 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,401 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,415 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,429 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,443 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,456 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,470 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,484 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,499 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,512 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,526 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,540 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,552 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,565 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,580 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,594 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,607 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,622 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,638 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,652 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:30,666 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,680 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:30,694 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,708 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:30,720 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:30,733 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,746 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,758 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,770 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,785 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,799 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,811 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:30,824 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,838 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,850 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,864 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,878 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,893 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,907 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,922 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,935 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,949 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 17:54:30,963 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:30,976 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:30,991 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,005 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,021 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,034 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,049 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,064 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,079 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,094 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,106 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,121 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,136 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,150 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,165 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,177 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,192 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,207 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,221 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,235 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 17:54:31,249 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,263 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,277 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,287 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,301 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,313 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,325 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 17:54:31,341 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,355 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,368 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,380 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,392 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,405 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,419 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,433 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,447 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,461 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,474 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 17:54:31,488 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,503 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,515 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,530 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,544 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,557 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,571 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,583 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,598 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,612 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,627 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,643 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,656 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,668 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,682 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 17:54:31,696 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,710 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,723 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,736 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,750 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,764 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,779 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,791 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,806 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,822 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,837 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,852 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,867 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,875 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,890 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,903 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,916 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,931 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,947 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,961 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,977 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:31,993 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:32,008 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 17:54:32,024 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:32,037 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:32,051 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 17:54:32,067 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:32,082 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 17:54:32,096 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,111 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,126 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,139 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,152 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,166 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,180 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,192 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,205 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,219 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,233 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,246 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 17:54:32,260 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,274 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,288 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,303 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,315 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,329 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,341 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,355 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,370 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,384 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,399 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,411 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,425 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,440 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,454 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,468 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,483 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,497 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,511 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,524 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,538 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,551 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,565 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,580 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,594 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,608 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,623 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,637 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,647 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,662 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,675 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,690 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,705 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,720 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,735 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,747 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,757 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,773 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,788 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,803 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,816 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,831 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,846 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,859 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,873 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,887 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,899 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,913 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:32,925 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,939 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,952 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,966 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,978 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:32,991 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:33,005 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 17:54:33,018 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:33,033 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:33,045 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:33,058 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:33,071 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:33,088 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 17:54:49,780 semantic_segmentation INFO: Iters: 118410/150000 || Lr: 0.004922 || Task Loss: 0.2778 || KD Loss: 0.0378|| 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, 7:08:34 || Estimated Time: 14:42:40
2023-07-26 17:55:06,150 semantic_segmentation INFO: Iters: 118420/150000 || Lr: 0.004921 || Task Loss: 0.2492 || KD Loss: 0.0414|| 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, 7:08:50 || Estimated Time: 14:42:23
2023-07-26 17:55:22,548 semantic_segmentation INFO: Iters: 118430/150000 || Lr: 0.004919 || Task Loss: 0.2692 || KD Loss: 0.0348|| 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, 7:09:07 || Estimated Time: 14:42:06
2023-07-26 17:55:38,991 semantic_segmentation INFO: Iters: 118440/150000 || Lr: 0.004918 || Task Loss: 0.2605 || KD Loss: 0.0265|| 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, 7:09:23 || Estimated Time: 14:41:49
2023-07-26 17:55:55,547 semantic_segmentation INFO: Iters: 118450/150000 || Lr: 0.004917 || Task Loss: 0.2413 || KD Loss: 0.0354|| 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, 7:09:40 || Estimated Time: 14:41:33
2023-07-26 17:56:11,936 semantic_segmentation INFO: Iters: 118460/150000 || Lr: 0.004915 || Task Loss: 0.2412 || KD Loss: 0.0340|| 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, 7:09:56 || Estimated Time: 14:41:16
2023-07-26 17:56:28,493 semantic_segmentation INFO: Iters: 118470/150000 || Lr: 0.004914 || Task Loss: 0.2119 || KD Loss: 0.0338|| 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, 7:10:12 || Estimated Time: 14:40:59
2023-07-26 17:56:45,093 semantic_segmentation INFO: Iters: 118480/150000 || Lr: 0.004912 || Task Loss: 0.3692 || KD Loss: 0.0680|| 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, 7:10:29 || Estimated Time: 14:40:42
2023-07-26 17:57:01,628 semantic_segmentation INFO: Iters: 118490/150000 || Lr: 0.004911 || Task Loss: 0.2972 || KD Loss: 0.0366|| 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, 7:10:46 || Estimated Time: 14:40:25
2023-07-26 17:57:18,087 semantic_segmentation INFO: Iters: 118500/150000 || Lr: 0.004910 || Task Loss: 0.2915 || KD Loss: 0.0430|| 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, 7:11:02 || Estimated Time: 14:40:08
2023-07-26 17:57:34,663 semantic_segmentation INFO: Iters: 118510/150000 || Lr: 0.004908 || Task Loss: 0.3113 || KD Loss: 0.0239|| 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, 7:11:19 || Estimated Time: 14:39:52
2023-07-26 17:57:51,008 semantic_segmentation INFO: Iters: 118520/150000 || Lr: 0.004907 || Task Loss: 0.2962 || KD Loss: 0.0660|| 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, 7:11:35 || Estimated Time: 14:39:35
2023-07-26 17:58:07,614 semantic_segmentation INFO: Iters: 118530/150000 || Lr: 0.004905 || Task Loss: 0.2114 || KD Loss: 0.0261|| 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, 7:11:52 || Estimated Time: 14:39:18
2023-07-26 17:58:24,051 semantic_segmentation INFO: Iters: 118540/150000 || Lr: 0.004904 || Task Loss: 0.2591 || KD Loss: 0.0352|| 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, 7:12:08 || Estimated Time: 14:39:01
2023-07-26 17:58:40,594 semantic_segmentation INFO: Iters: 118550/150000 || Lr: 0.004903 || Task Loss: 0.3308 || KD Loss: 0.0565|| 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, 7:12:25 || Estimated Time: 14:38:44
2023-07-26 17:58:57,385 semantic_segmentation INFO: Iters: 118560/150000 || Lr: 0.004901 || Task Loss: 0.2169 || KD Loss: 0.0290|| 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, 7:12:41 || Estimated Time: 14:38:27
2023-07-26 17:59:13,830 semantic_segmentation INFO: Iters: 118570/150000 || Lr: 0.004900 || Task Loss: 0.2305 || KD Loss: 0.0335|| 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, 7:12:58 || Estimated Time: 14:38:11
2023-07-26 17:59:30,364 semantic_segmentation INFO: Iters: 118580/150000 || Lr: 0.004898 || Task Loss: 0.3572 || KD Loss: 0.0456|| 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, 7:13:14 || Estimated Time: 14:37:54
2023-07-26 17:59:46,758 semantic_segmentation INFO: Iters: 118590/150000 || Lr: 0.004897 || Task Loss: 0.2589 || KD Loss: 0.0510|| 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, 7:13:31 || Estimated Time: 14:37:37
2023-07-26 18:00:03,169 semantic_segmentation INFO: Iters: 118600/150000 || Lr: 0.004895 || Task Loss: 0.3425 || KD Loss: 0.0788|| 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, 7:13:47 || Estimated Time: 14:37:20
2023-07-26 18:00:19,715 semantic_segmentation INFO: Iters: 118610/150000 || Lr: 0.004894 || Task Loss: 0.3868 || KD Loss: 0.0522|| 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, 7:14:04 || Estimated Time: 14:37:03
2023-07-26 18:00:36,100 semantic_segmentation INFO: Iters: 118620/150000 || Lr: 0.004893 || Task Loss: 0.3486 || KD Loss: 0.0490|| 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, 7:14:20 || Estimated Time: 14:36:46
2023-07-26 18:00:52,675 semantic_segmentation INFO: Iters: 118630/150000 || Lr: 0.004891 || Task Loss: 0.2621 || KD Loss: 0.0495|| 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, 7:14:37 || Estimated Time: 14:36:30
2023-07-26 18:01:09,088 semantic_segmentation INFO: Iters: 118640/150000 || Lr: 0.004890 || Task Loss: 0.3719 || KD Loss: 0.0403|| 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, 7:14:53 || Estimated Time: 14:36:13
2023-07-26 18:01:25,450 semantic_segmentation INFO: Iters: 118650/150000 || Lr: 0.004888 || Task Loss: 0.2032 || KD Loss: 0.0311|| 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, 7:15:09 || Estimated Time: 14:35:56
2023-07-26 18:01:41,851 semantic_segmentation INFO: Iters: 118660/150000 || Lr: 0.004887 || Task Loss: 0.3170 || KD Loss: 0.0532|| 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, 7:15:26 || Estimated Time: 14:35:39
2023-07-26 18:01:58,248 semantic_segmentation INFO: Iters: 118670/150000 || Lr: 0.004886 || Task Loss: 0.2804 || KD Loss: 0.0447|| 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, 7:15:42 || Estimated Time: 14:35:22
2023-07-26 18:02:14,784 semantic_segmentation INFO: Iters: 118680/150000 || Lr: 0.004884 || Task Loss: 0.3132 || KD Loss: 0.0475|| 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, 7:15:59 || Estimated Time: 14:35:05
2023-07-26 18:02:31,195 semantic_segmentation INFO: Iters: 118690/150000 || Lr: 0.004883 || Task Loss: 0.2344 || KD Loss: 0.0291|| 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, 7:16:15 || Estimated Time: 14:34:48
2023-07-26 18:02:47,576 semantic_segmentation INFO: Iters: 118700/150000 || Lr: 0.004881 || Task Loss: 0.2712 || KD Loss: 0.0483|| 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, 7:16:32 || Estimated Time: 14:34:32
2023-07-26 18:03:03,956 semantic_segmentation INFO: Iters: 118710/150000 || Lr: 0.004880 || Task Loss: 0.2597 || KD Loss: 0.0429|| 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, 7:16:48 || Estimated Time: 14:34:15
2023-07-26 18:03:20,323 semantic_segmentation INFO: Iters: 118720/150000 || Lr: 0.004879 || Task Loss: 0.4041 || KD Loss: 0.0515|| 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, 7:17:04 || Estimated Time: 14:33:58
2023-07-26 18:03:36,747 semantic_segmentation INFO: Iters: 118730/150000 || Lr: 0.004877 || Task Loss: 0.2962 || KD Loss: 0.0634|| 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, 7:17:21 || Estimated Time: 14:33:41
2023-07-26 18:03:53,104 semantic_segmentation INFO: Iters: 118740/150000 || Lr: 0.004876 || Task Loss: 0.1890 || KD Loss: 0.0304|| 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, 7:17:37 || Estimated Time: 14:33:24
2023-07-26 18:04:09,491 semantic_segmentation INFO: Iters: 118750/150000 || Lr: 0.004874 || Task Loss: 0.3158 || KD Loss: 0.0361|| 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, 7:17:53 || Estimated Time: 14:33:07
2023-07-26 18:04:25,898 semantic_segmentation INFO: Iters: 118760/150000 || Lr: 0.004873 || Task Loss: 0.3083 || KD Loss: 0.0431|| 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, 7:18:10 || Estimated Time: 14:32:50
2023-07-26 18:04:42,327 semantic_segmentation INFO: Iters: 118770/150000 || Lr: 0.004872 || Task Loss: 0.3829 || KD Loss: 0.0753|| 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, 7:18:26 || Estimated Time: 14:32:34
2023-07-26 18:04:58,786 semantic_segmentation INFO: Iters: 118780/150000 || Lr: 0.004870 || Task Loss: 0.3142 || KD Loss: 0.0312|| 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, 7:18:43 || Estimated Time: 14:32:17
2023-07-26 18:05:15,233 semantic_segmentation INFO: Iters: 118790/150000 || Lr: 0.004869 || Task Loss: 0.2810 || KD Loss: 0.0348|| 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, 7:18:59 || Estimated Time: 14:32:00
2023-07-26 18:05:31,606 semantic_segmentation INFO: Iters: 118800/150000 || Lr: 0.004867 || Task Loss: 0.4488 || KD Loss: 0.0590|| 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, 7:19:16 || Estimated Time: 14:31:43
2023-07-26 18:05:48,009 semantic_segmentation INFO: Iters: 118810/150000 || Lr: 0.004866 || Task Loss: 0.2250 || KD Loss: 0.0288|| 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, 7:19:32 || Estimated Time: 14:31:26
2023-07-26 18:06:04,384 semantic_segmentation INFO: Iters: 118820/150000 || Lr: 0.004865 || Task Loss: 0.3107 || KD Loss: 0.0330|| 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, 7:19:48 || Estimated Time: 14:31:09
2023-07-26 18:06:20,832 semantic_segmentation INFO: Iters: 118830/150000 || Lr: 0.004863 || Task Loss: 0.3174 || KD Loss: 0.0462|| 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, 7:20:05 || Estimated Time: 14:30:52
2023-07-26 18:06:37,270 semantic_segmentation INFO: Iters: 118840/150000 || Lr: 0.004862 || Task Loss: 0.2016 || KD Loss: 0.0318|| 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, 7:20:21 || Estimated Time: 14:30:36
2023-07-26 18:06:53,647 semantic_segmentation INFO: Iters: 118850/150000 || Lr: 0.004860 || Task Loss: 0.2325 || KD Loss: 0.0366|| 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, 7:20:38 || Estimated Time: 14:30:19
2023-07-26 18:07:10,042 semantic_segmentation INFO: Iters: 118860/150000 || Lr: 0.004859 || Task Loss: 0.4350 || KD Loss: 0.0962|| 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, 7:20:54 || Estimated Time: 14:30:02
2023-07-26 18:07:26,488 semantic_segmentation INFO: Iters: 118870/150000 || Lr: 0.004858 || Task Loss: 0.3075 || KD Loss: 0.0783|| 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, 7:21:10 || Estimated Time: 14:29:45
2023-07-26 18:07:42,913 semantic_segmentation INFO: Iters: 118880/150000 || Lr: 0.004856 || Task Loss: 0.3754 || KD Loss: 0.0740|| 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, 7:21:27 || Estimated Time: 14:29:28
2023-07-26 18:07:59,286 semantic_segmentation INFO: Iters: 118890/150000 || Lr: 0.004855 || Task Loss: 0.2728 || KD Loss: 0.0431|| 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, 7:21:43 || Estimated Time: 14:29:11
2023-07-26 18:08:15,788 semantic_segmentation INFO: Iters: 118900/150000 || Lr: 0.004853 || Task Loss: 0.5466 || KD Loss: 0.1260|| 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, 7:22:00 || Estimated Time: 14:28:54
2023-07-26 18:08:32,251 semantic_segmentation INFO: Iters: 118910/150000 || Lr: 0.004852 || Task Loss: 0.2215 || 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, 7:22:16 || Estimated Time: 14:28:38
2023-07-26 18:08:48,651 semantic_segmentation INFO: Iters: 118920/150000 || Lr: 0.004851 || Task Loss: 0.2793 || KD Loss: 0.0397|| 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, 7:22:33 || Estimated Time: 14:28:21
2023-07-26 18:09:05,101 semantic_segmentation INFO: Iters: 118930/150000 || Lr: 0.004849 || Task Loss: 0.3571 || KD Loss: 0.0634|| 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, 7:22:49 || Estimated Time: 14:28:04
2023-07-26 18:09:21,602 semantic_segmentation INFO: Iters: 118940/150000 || Lr: 0.004848 || Task Loss: 0.2874 || KD Loss: 0.0469|| 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, 7:23:06 || Estimated Time: 14:27:47
2023-07-26 18:09:38,014 semantic_segmentation INFO: Iters: 118950/150000 || Lr: 0.004846 || Task Loss: 0.3074 || KD Loss: 0.0485|| 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, 7:23:22 || Estimated Time: 14:27:30
2023-07-26 18:09:54,375 semantic_segmentation INFO: Iters: 118960/150000 || Lr: 0.004845 || Task Loss: 0.2963 || KD Loss: 0.0620|| 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, 7:23:38 || Estimated Time: 14:27:13
2023-07-26 18:10:10,878 semantic_segmentation INFO: Iters: 118970/150000 || Lr: 0.004844 || Task Loss: 0.2824 || KD Loss: 0.0373|| 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, 7:23:55 || Estimated Time: 14:26:57
2023-07-26 18:10:27,348 semantic_segmentation INFO: Iters: 118980/150000 || Lr: 0.004842 || Task Loss: 0.2569 || KD Loss: 0.0341|| 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, 7:24:11 || Estimated Time: 14:26:40
2023-07-26 18:10:43,746 semantic_segmentation INFO: Iters: 118990/150000 || Lr: 0.004841 || Task Loss: 0.3290 || KD Loss: 0.0697|| 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, 7:24:28 || Estimated Time: 14:26:23
2023-07-26 18:11:00,105 semantic_segmentation INFO: Iters: 119000/150000 || Lr: 0.004839 || Task Loss: 0.3667 || KD Loss: 0.0845|| 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, 7:24:44 || Estimated Time: 14:26:06
2023-07-26 18:11:16,493 semantic_segmentation INFO: Iters: 119010/150000 || Lr: 0.004838 || Task Loss: 0.3870 || KD Loss: 0.0661|| 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, 7:25:00 || Estimated Time: 14:25:49
2023-07-26 18:11:32,900 semantic_segmentation INFO: Iters: 119020/150000 || Lr: 0.004837 || Task Loss: 0.2644 || KD Loss: 0.0357|| 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, 7:25:17 || Estimated Time: 14:25:32
2023-07-26 18:11:49,329 semantic_segmentation INFO: Iters: 119030/150000 || Lr: 0.004835 || Task Loss: 0.2858 || KD Loss: 0.0442|| 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, 7:25:33 || Estimated Time: 14:25:15
2023-07-26 18:12:05,780 semantic_segmentation INFO: Iters: 119040/150000 || Lr: 0.004834 || Task Loss: 0.2751 || KD Loss: 0.0393|| 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, 7:25:50 || Estimated Time: 14:24:59
2023-07-26 18:12:22,235 semantic_segmentation INFO: Iters: 119050/150000 || Lr: 0.004832 || Task Loss: 0.2902 || KD Loss: 0.0448|| 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, 7:26:06 || Estimated Time: 14:24:42
2023-07-26 18:12:38,639 semantic_segmentation INFO: Iters: 119060/150000 || Lr: 0.004831 || Task Loss: 0.3008 || KD Loss: 0.0302|| 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, 7:26:23 || Estimated Time: 14:24:25
2023-07-26 18:12:54,958 semantic_segmentation INFO: Iters: 119070/150000 || Lr: 0.004830 || Task Loss: 0.2778 || KD Loss: 0.0481|| 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, 7:26:39 || Estimated Time: 14:24:08
2023-07-26 18:13:11,403 semantic_segmentation INFO: Iters: 119080/150000 || Lr: 0.004828 || Task Loss: 0.2551 || KD Loss: 0.0468|| 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, 7:26:55 || Estimated Time: 14:23:51
2023-07-26 18:13:27,881 semantic_segmentation INFO: Iters: 119090/150000 || Lr: 0.004827 || Task Loss: 0.3805 || KD Loss: 0.0454|| 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, 7:27:12 || Estimated Time: 14:23:34
2023-07-26 18:13:44,358 semantic_segmentation INFO: Iters: 119100/150000 || Lr: 0.004825 || Task Loss: 0.2310 || KD Loss: 0.0329|| 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, 7:27:28 || Estimated Time: 14:23:17
2023-07-26 18:14:00,744 semantic_segmentation INFO: Iters: 119110/150000 || Lr: 0.004824 || Task Loss: 0.4808 || KD Loss: 0.0539|| 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, 7:27:45 || Estimated Time: 14:23:01
2023-07-26 18:14:19,524 semantic_segmentation INFO: Iters: 119120/150000 || Lr: 0.004822 || Task Loss: 0.2512 || KD Loss: 0.0347|| 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, 7:28:04 || Estimated Time: 14:22:44
2023-07-26 18:14:37,169 semantic_segmentation INFO: Iters: 119130/150000 || Lr: 0.004821 || Task Loss: 0.3526 || KD Loss: 0.0426|| 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, 7:28:21 || Estimated Time: 14:22:28
2023-07-26 18:14:53,562 semantic_segmentation INFO: Iters: 119140/150000 || Lr: 0.004820 || Task Loss: 0.2578 || KD Loss: 0.0353|| 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, 7:28:38 || Estimated Time: 14:22:11
2023-07-26 18:15:09,989 semantic_segmentation INFO: Iters: 119150/150000 || Lr: 0.004818 || Task Loss: 0.2818 || KD Loss: 0.0313|| 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, 7:28:54 || Estimated Time: 14:21:54
2023-07-26 18:15:26,365 semantic_segmentation INFO: Iters: 119160/150000 || Lr: 0.004817 || Task Loss: 0.2701 || KD Loss: 0.0297|| 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, 7:29:10 || Estimated Time: 14:21:37
2023-07-26 18:15:42,955 semantic_segmentation INFO: Iters: 119170/150000 || Lr: 0.004815 || Task Loss: 0.3665 || KD Loss: 0.0514|| 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, 7:29:27 || Estimated Time: 14:21:20
2023-07-26 18:15:59,394 semantic_segmentation INFO: Iters: 119180/150000 || Lr: 0.004814 || Task Loss: 0.3112 || KD Loss: 0.0474|| 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, 7:29:43 || Estimated Time: 14:21:04
2023-07-26 18:16:15,906 semantic_segmentation INFO: Iters: 119190/150000 || Lr: 0.004813 || Task Loss: 0.2764 || KD Loss: 0.0355|| 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, 7:30:00 || Estimated Time: 14:20:47
2023-07-26 18:16:32,362 semantic_segmentation INFO: Iters: 119200/150000 || Lr: 0.004811 || Task Loss: 0.2971 || KD Loss: 0.0338|| 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, 7:30:16 || Estimated Time: 14:20:30
2023-07-26 18:16:32,474 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 18:16:32,927 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 18:16:32,959 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.137
2023-07-26 18:16:32,971 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.174
2023-07-26 18:16:32,985 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.174
2023-07-26 18:16:32,998 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.254
2023-07-26 18:16:33,010 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.292
2023-07-26 18:16:33,024 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.337
2023-07-26 18:16:33,039 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.340
2023-07-26 18:16:33,051 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.378
2023-07-26 18:16:33,065 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.416
2023-07-26 18:16:33,079 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.468
2023-07-26 18:16:33,093 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.515
2023-07-26 18:16:33,105 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.461
2023-07-26 18:16:33,119 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.441
2023-07-26 18:16:33,133 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.443
2023-07-26 18:16:33,145 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.436
2023-07-26 18:16:33,156 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.419
2023-07-26 18:16:33,168 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.934, mIoU: 0.420
2023-07-26 18:16:33,182 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.420
2023-07-26 18:16:33,198 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.480
2023-07-26 18:16:33,213 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.487
2023-07-26 18:16:33,228 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.493
2023-07-26 18:16:33,243 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.531
2023-07-26 18:16:33,259 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.534
2023-07-26 18:16:33,274 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.533
2023-07-26 18:16:33,288 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.542
2023-07-26 18:16:33,303 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.543
2023-07-26 18:16:33,314 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.544
2023-07-26 18:16:33,329 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.532
2023-07-26 18:16:33,344 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.532
2023-07-26 18:16:33,357 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.536
2023-07-26 18:16:33,373 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.535
2023-07-26 18:16:33,388 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.545
2023-07-26 18:16:33,403 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.542
2023-07-26 18:16:33,419 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.578
2023-07-26 18:16:33,434 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.579
2023-07-26 18:16:33,447 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.578
2023-07-26 18:16:33,460 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.623
2023-07-26 18:16:33,477 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.632
2023-07-26 18:16:33,490 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.631
2023-07-26 18:16:33,504 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.648
2023-07-26 18:16:33,519 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.648
2023-07-26 18:16:33,533 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-26 18:16:33,546 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.645
2023-07-26 18:16:33,561 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-26 18:16:33,577 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-26 18:16:33,589 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.662
2023-07-26 18:16:33,601 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.662
2023-07-26 18:16:33,615 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.663
2023-07-26 18:16:33,630 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-26 18:16:33,646 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-26 18:16:33,660 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.658
2023-07-26 18:16:33,673 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.655
2023-07-26 18:16:33,688 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-26 18:16:33,702 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.662
2023-07-26 18:16:33,714 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.660
2023-07-26 18:16:33,729 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-26 18:16:33,745 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-26 18:16:33,758 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-26 18:16:33,772 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.697
2023-07-26 18:16:33,784 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.697
2023-07-26 18:16:33,799 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-26 18:16:33,812 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-26 18:16:33,830 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.695
2023-07-26 18:16:33,843 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-26 18:16:33,858 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-26 18:16:33,873 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.695
2023-07-26 18:16:33,887 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-26 18:16:33,902 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-26 18:16:33,918 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-26 18:16:33,934 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.758
2023-07-26 18:16:33,948 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.758
2023-07-26 18:16:33,963 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-26 18:16:33,978 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.754
2023-07-26 18:16:33,992 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.756
2023-07-26 18:16:34,007 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.756
2023-07-26 18:16:34,021 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 18:16:34,031 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 18:16:34,046 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 18:16:34,062 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 18:16:34,074 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 18:16:34,088 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-26 18:16:34,103 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 18:16:34,117 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-26 18:16:34,132 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-26 18:16:34,146 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-26 18:16:34,160 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-26 18:16:34,174 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-26 18:16:34,188 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-26 18:16:34,201 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-26 18:16:34,215 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-26 18:16:34,230 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-26 18:16:34,245 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-26 18:16:34,259 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 18:16:34,274 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 18:16:34,288 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 18:16:34,301 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 18:16:34,313 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-26 18:16:34,328 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 18:16:34,341 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 18:16:34,355 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 18:16:34,369 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 18:16:34,382 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 18:16:34,396 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 18:16:34,410 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 18:16:34,424 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 18:16:34,439 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 18:16:34,454 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 18:16:34,467 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 18:16:34,481 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 18:16:34,493 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 18:16:34,507 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-26 18:16:34,522 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-26 18:16:34,537 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-26 18:16:34,552 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-26 18:16:34,565 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 18:16:34,578 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 18:16:34,593 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 18:16:34,606 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 18:16:34,620 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 18:16:34,634 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 18:16:34,647 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 18:16:34,659 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 18:16:34,674 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-26 18:16:34,688 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-26 18:16:34,697 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-26 18:16:34,708 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-26 18:16:34,723 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-26 18:16:34,732 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-26 18:16:34,744 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 18:16:34,758 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 18:16:34,772 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 18:16:34,785 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 18:16:34,799 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 18:16:34,811 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 18:16:34,824 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-26 18:16:34,839 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-26 18:16:34,852 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-26 18:16:34,867 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 18:16:34,880 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-26 18:16:34,895 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-26 18:16:34,910 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-26 18:16:34,926 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 18:16:34,943 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-26 18:16:34,957 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 18:16:34,971 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-26 18:16:34,986 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 18:16:35,000 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-26 18:16:35,010 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-26 18:16:35,025 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-26 18:16:35,039 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-26 18:16:35,052 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-26 18:16:35,066 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 18:16:35,079 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,092 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,107 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,121 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,137 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,152 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 18:16:35,167 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 18:16:35,181 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 18:16:35,196 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 18:16:35,209 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 18:16:35,224 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 18:16:35,236 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 18:16:35,249 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:35,262 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 18:16:35,276 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 18:16:35,290 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:16:35,305 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 18:16:35,320 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 18:16:35,334 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 18:16:35,348 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:16:35,363 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:16:35,378 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 18:16:35,393 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 18:16:35,406 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 18:16:35,419 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 18:16:35,434 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 18:16:35,447 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 18:16:35,462 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-26 18:16:35,476 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 18:16:35,490 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 18:16:35,504 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.741
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2023-07-26 18:16:38,230 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 18:16:38,359 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.728
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2023-07-26 18:16:38,431 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 18:16:38,512 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:16:38,525 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:16:38,537 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:16:38,554 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 18:16:38,567 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 18:16:38,581 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.938, mIoU: 0.729
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2023-07-26 18:16:38,638 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.938, mIoU: 0.726
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2023-07-26 18:16:38,682 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 18:16:38,695 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 18:16:38,709 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:16:38,722 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:16:38,735 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:16:38,747 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.937, mIoU: 0.725
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2023-07-26 18:16:38,791 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 18:16:38,819 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:16:38,835 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 18:16:38,849 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 18:16:38,864 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 18:16:38,877 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:16:38,892 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:16:38,904 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:16:38,921 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:16:38,934 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:16:38,948 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-26 18:16:38,991 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 18:16:39,006 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 18:16:39,076 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 18:16:39,090 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 18:16:39,104 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:16:39,119 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:16:39,133 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 18:16:39,190 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:16:39,203 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:16:39,219 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:16:39,234 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 18:16:39,263 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 18:16:39,276 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 18:16:39,291 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-26 18:16:39,486 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 18:16:39,544 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 18:16:39,586 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 18:16:39,613 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 18:16:39,628 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:16:39,639 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:16:39,654 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:16:39,668 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 18:16:39,711 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 18:16:39,734 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 18:16:39,748 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-26 18:16:39,788 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 18:16:39,994 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 18:16:40,011 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 18:16:40,040 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 18:16:40,067 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 18:16:40,082 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:16:40,096 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 18:16:40,125 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 18:16:40,211 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 18:16:40,240 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 18:16:40,252 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 18:16:40,267 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 18:16:40,282 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 18:16:40,295 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 18:16:40,309 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:40,321 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 18:16:40,336 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.939, mIoU: 0.741
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2023-07-26 18:16:40,360 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.939, mIoU: 0.743
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2023-07-26 18:16:40,387 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.939, mIoU: 0.743
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2023-07-26 18:16:40,432 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-26 18:16:40,977 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 18:16:40,991 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,007 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 18:16:41,020 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,032 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 18:16:41,045 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 18:16:41,059 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 18:16:41,074 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,089 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,102 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,117 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,129 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,143 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,158 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,171 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,186 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,201 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,216 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,231 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,247 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,259 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,274 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,289 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,303 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,318 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,334 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,346 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,361 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,376 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,390 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,402 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 18:16:41,416 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,430 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,445 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,458 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 18:16:41,473 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,486 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,500 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,514 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,528 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,540 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 18:16:41,553 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:41,567 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 18:16:41,581 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,593 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,607 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,620 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,634 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,648 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,663 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,677 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,691 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,705 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,718 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:41,731 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:41,745 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:41,759 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:41,776 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:41,790 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 18:16:41,805 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 18:16:41,814 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 18:16:41,827 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:41,841 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:41,854 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,868 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,880 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,893 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,907 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:41,923 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,938 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,952 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,965 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,979 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:41,994 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,009 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,024 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,041 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 18:16:42,055 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,070 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,085 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,098 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,113 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,128 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,140 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,153 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,167 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,182 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,197 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,210 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,224 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,240 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,255 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,268 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 18:16:42,281 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,288 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 18:16:42,303 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,319 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:16:42,333 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,349 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,363 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,378 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,394 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,408 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,420 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,436 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,450 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,464 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,479 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,491 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,504 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,517 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:16:42,530 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 18:16:42,543 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 18:16:42,556 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 18:16:42,569 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 18:16:42,582 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:42,597 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:42,609 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:42,622 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 18:16:42,635 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,646 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,661 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,675 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,690 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,704 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,718 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,733 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,745 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,760 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,774 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,791 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,806 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,820 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 18:16:42,836 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 18:16:42,848 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 18:16:42,861 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 18:16:42,874 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,889 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,905 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,918 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,932 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,947 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,961 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:42,976 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:42,991 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:43,005 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:43,018 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:43,034 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,047 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:43,061 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,076 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,089 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,105 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,117 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,132 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,147 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,160 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,172 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,187 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,202 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:43,216 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:43,231 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:43,243 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:43,255 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:43,269 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,282 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,296 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,313 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,326 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,340 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,353 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,368 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,383 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,395 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,408 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,422 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,438 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,452 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 18:16:43,467 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,482 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,496 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,509 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,524 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,540 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,556 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,569 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,583 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,596 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,612 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,625 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,637 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,652 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,667 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,679 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,694 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,710 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:43,725 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,740 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,753 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:43,764 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,778 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,791 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,803 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,816 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:43,831 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,844 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,857 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,871 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,886 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,901 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,916 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,930 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,943 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,958 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,973 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:43,988 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:44,002 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:44,015 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:44,027 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,039 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,055 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,071 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,086 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,100 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:44,111 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,123 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,138 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,153 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 18:16:44,166 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,180 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,193 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,208 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 18:16:44,221 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 18:16:44,236 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 18:16:44,249 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,264 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,279 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,292 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,307 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,322 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,337 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,352 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,367 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,382 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,396 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,410 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,425 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,442 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,455 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,468 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,480 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,496 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,509 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,526 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,540 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,551 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,565 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,580 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,594 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,606 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,621 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,635 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,647 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,661 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,676 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,690 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,703 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,714 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,730 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,745 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,759 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,772 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,786 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:44,801 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,815 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,830 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,842 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,856 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,869 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:44,884 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,898 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,911 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,927 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,940 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,955 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,970 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:44,985 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:44,999 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,014 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,028 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,042 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:45,057 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,072 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,087 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:16:45,102 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,111 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,125 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,137 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,151 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,166 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,180 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 18:16:45,193 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,207 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,221 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,235 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,250 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,265 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,278 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,294 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,309 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:16:45,324 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,337 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,352 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,367 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,382 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,395 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,410 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,425 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,439 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:16:45,454 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 18:16:45,469 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,481 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,494 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,507 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,520 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,535 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,549 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,563 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,578 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:45,592 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:45,604 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:45,616 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:45,630 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,642 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,654 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,668 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,683 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,697 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,712 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,724 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,737 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,752 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,766 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,779 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,793 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,805 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,820 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,833 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,848 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,863 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,877 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,886 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,901 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,916 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,928 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:45,942 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,957 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,971 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,983 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:45,997 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,012 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,026 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,040 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,054 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,070 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,086 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,099 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,114 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,128 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,141 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,154 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,168 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,183 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,197 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,204 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,217 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:46,229 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,241 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,252 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,267 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,281 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,295 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,307 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,319 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,334 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,345 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,361 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,374 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,388 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,403 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,418 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,433 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,444 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,457 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,471 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:16:46,486 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,500 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,515 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,527 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,537 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,547 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,560 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,571 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,585 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,597 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,612 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:46,626 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,641 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,654 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,668 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,682 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,696 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,712 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,727 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,742 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,757 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,772 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,785 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,798 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:46,813 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,825 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,841 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,854 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,869 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,884 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:46,902 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,916 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,928 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,943 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,956 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,970 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,984 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:46,996 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,008 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,022 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,036 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 18:16:47,050 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 18:16:47,063 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 18:16:47,078 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 18:16:47,093 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 18:16:47,108 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,122 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,135 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,149 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:47,160 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:47,172 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 18:16:47,187 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 18:16:47,198 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,213 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,227 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 18:16:47,242 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,257 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,272 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,286 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,300 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,312 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,327 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,339 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,354 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,369 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,381 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,396 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,408 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,423 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,437 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,452 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,467 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,481 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,494 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,506 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,521 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,534 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,546 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,562 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,576 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,591 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,603 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,616 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,631 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,646 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,661 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,674 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,687 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,702 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,716 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,731 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,746 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,760 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,774 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,788 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,803 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 18:16:47,818 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,832 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,846 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,861 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,873 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,888 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,902 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,917 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,930 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 18:16:47,944 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 18:16:47,958 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:47,974 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:47,986 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,001 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,015 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,029 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,044 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,059 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,073 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,086 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,102 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,119 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,132 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,146 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,159 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 18:16:48,167 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,182 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,197 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,210 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,225 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,239 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,252 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:48,265 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,279 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,294 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,308 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,324 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,338 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,355 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,370 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,382 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,397 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,412 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,427 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,439 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,452 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,467 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,481 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,496 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,511 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,523 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,538 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,552 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,564 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,579 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,594 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,608 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,622 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,635 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 18:16:48,649 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,663 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,678 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,693 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,705 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,720 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,733 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,746 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,758 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,772 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,787 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,802 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,816 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 18:16:48,826 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,840 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,856 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,871 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,884 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,899 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,915 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,930 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,943 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:16:48,958 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:48,972 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:48,986 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,000 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,013 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,026 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,041 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,055 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,069 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,084 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,097 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,111 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,127 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,139 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,154 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,168 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,183 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,199 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,211 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,224 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,239 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,254 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,268 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,281 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,295 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,312 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,325 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,336 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,350 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,366 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,381 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:49,395 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,408 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,423 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,436 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,449 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 18:16:49,493 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,508 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,523 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,537 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,550 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:49,565 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,578 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,592 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,607 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,622 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,635 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,650 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,661 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:49,676 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,692 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,706 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,719 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,734 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,750 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,764 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,776 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,790 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,805 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,816 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,830 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,845 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,860 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,873 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,885 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,900 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,914 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,928 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,941 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,957 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,969 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,982 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:49,997 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:50,011 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:50,025 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:50,040 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,055 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,068 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,083 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,096 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,111 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,125 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,138 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,152 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,167 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,182 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,198 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,211 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,224 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,239 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:50,254 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,266 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,279 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,294 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,309 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,323 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,338 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,352 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,368 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,381 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,394 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,409 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,422 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,436 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,451 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,465 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,479 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:16:50,494 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:50,508 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,522 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,536 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,551 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,565 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,581 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,594 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,610 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,626 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,639 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,652 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,668 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,684 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,698 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,713 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,729 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,744 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,759 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,773 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,788 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,803 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,815 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,828 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,840 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,853 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:50,865 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,879 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,894 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,906 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,918 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,932 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,943 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,956 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,971 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,985 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:50,999 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,014 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,027 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,041 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,056 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 18:16:51,069 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 18:16:51,084 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 18:16:51,115 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 18:16:51,191 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 18:16:51,204 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 18:16:51,262 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:51,274 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:51,289 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 18:16:51,317 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:16:51,332 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 18:16:51,385 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 18:16:51,412 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 18:16:51,424 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 18:16:51,470 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,483 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 18:16:51,538 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:51,553 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:51,568 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:51,580 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:51,595 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:51,610 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:51,623 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 18:16:51,637 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,651 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,664 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,678 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,690 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,705 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,719 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,734 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,748 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:51,760 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,773 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 18:16:51,787 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:16:51,801 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,814 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,827 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,839 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,854 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,868 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,883 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,895 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:51,909 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:51,925 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:51,941 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:51,955 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,970 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,977 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:51,992 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,005 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,017 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,032 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,047 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,062 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,078 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:16:52,093 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,108 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,124 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,137 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,152 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,169 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,186 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,202 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,218 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,235 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,247 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,261 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,275 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,289 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,302 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,314 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,329 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,343 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,357 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:16:52,372 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,386 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,400 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,414 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,427 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,441 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,454 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,468 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,483 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,497 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,512 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:52,524 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:52,539 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,554 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,568 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,583 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,597 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,611 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,626 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,638 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,653 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,666 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,681 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,697 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,712 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,727 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,742 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,756 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,765 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,780 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,793 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,808 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,823 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,838 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,852 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,863 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,871 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,887 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,901 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,915 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,927 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,941 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,954 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:52,967 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:16:52,981 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:16:52,994 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:53,007 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:53,021 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:16:53,032 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:53,046 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:53,060 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:53,074 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:53,086 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:16:53,100 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:16:53,113 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:16:53,127 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:53,142 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:53,154 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:53,167 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:53,184 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:16:53,200 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:17:09,770 semantic_segmentation INFO: Iters: 119210/150000 || Lr: 0.004810 || Task Loss: 0.2778 || KD Loss: 0.0265|| 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, 7:30:54 || Estimated Time: 14:20:18
2023-07-26 18:17:26,152 semantic_segmentation INFO: Iters: 119220/150000 || Lr: 0.004808 || Task Loss: 0.3359 || KD Loss: 0.0863|| 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, 7:31:10 || Estimated Time: 14:20:02
2023-07-26 18:17:42,682 semantic_segmentation INFO: Iters: 119230/150000 || Lr: 0.004807 || Task Loss: 0.2695 || KD Loss: 0.0319|| 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, 7:31:27 || Estimated Time: 14:19:45
2023-07-26 18:17:59,213 semantic_segmentation INFO: Iters: 119240/150000 || Lr: 0.004806 || Task Loss: 0.2800 || KD Loss: 0.0434|| 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, 7:31:43 || Estimated Time: 14:19:28
2023-07-26 18:18:15,717 semantic_segmentation INFO: Iters: 119250/150000 || Lr: 0.004804 || Task Loss: 0.2640 || KD Loss: 0.0480|| 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, 7:32:00 || Estimated Time: 14:19:11
2023-07-26 18:18:32,224 semantic_segmentation INFO: Iters: 119260/150000 || Lr: 0.004803 || Task Loss: 0.3166 || KD Loss: 0.0570|| 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, 7:32:16 || Estimated Time: 14:18:54
2023-07-26 18:18:48,706 semantic_segmentation INFO: Iters: 119270/150000 || Lr: 0.004801 || Task Loss: 0.3708 || KD Loss: 0.0454|| 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, 7:32:33 || Estimated Time: 14:18:37
2023-07-26 18:19:05,190 semantic_segmentation INFO: Iters: 119280/150000 || Lr: 0.004800 || Task Loss: 0.3080 || KD Loss: 0.0441|| 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, 7:32:49 || Estimated Time: 14:18:21
2023-07-26 18:19:21,661 semantic_segmentation INFO: Iters: 119290/150000 || Lr: 0.004799 || Task Loss: 0.4197 || KD Loss: 0.0375|| 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, 7:33:06 || Estimated Time: 14:18:04
2023-07-26 18:19:38,075 semantic_segmentation INFO: Iters: 119300/150000 || Lr: 0.004797 || Task Loss: 0.1852 || KD Loss: 0.0327|| 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, 7:33:22 || Estimated Time: 14:17:47
2023-07-26 18:19:54,634 semantic_segmentation INFO: Iters: 119310/150000 || Lr: 0.004796 || Task Loss: 0.2960 || KD Loss: 0.0350|| 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, 7:33:39 || Estimated Time: 14:17:30
2023-07-26 18:20:11,149 semantic_segmentation INFO: Iters: 119320/150000 || Lr: 0.004794 || Task Loss: 0.2411 || KD Loss: 0.0360|| 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, 7:33:55 || Estimated Time: 14:17:13
2023-07-26 18:20:27,624 semantic_segmentation INFO: Iters: 119330/150000 || Lr: 0.004793 || Task Loss: 0.3629 || KD Loss: 0.0501|| 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: 2 days, 7:34:12 || Estimated Time: 14:16:56
2023-07-26 18:20:44,115 semantic_segmentation INFO: Iters: 119340/150000 || Lr: 0.004792 || Task Loss: 0.3807 || 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, 7:34:28 || Estimated Time: 14:16:40
2023-07-26 18:21:00,586 semantic_segmentation INFO: Iters: 119350/150000 || Lr: 0.004790 || Task Loss: 0.2337 || KD Loss: 0.0439|| 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, 7:34:45 || Estimated Time: 14:16:23
2023-07-26 18:21:16,983 semantic_segmentation INFO: Iters: 119360/150000 || Lr: 0.004789 || Task Loss: 0.2482 || KD Loss: 0.0444|| 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, 7:35:01 || Estimated Time: 14:16:06
2023-07-26 18:21:33,523 semantic_segmentation INFO: Iters: 119370/150000 || Lr: 0.004787 || Task Loss: 0.3484 || KD Loss: 0.0628|| 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, 7:35:18 || Estimated Time: 14:15:49
2023-07-26 18:21:49,960 semantic_segmentation INFO: Iters: 119380/150000 || Lr: 0.004786 || Task Loss: 0.3140 || KD Loss: 0.0649|| 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, 7:35:34 || Estimated Time: 14:15:32
2023-07-26 18:22:06,463 semantic_segmentation INFO: Iters: 119390/150000 || Lr: 0.004785 || Task Loss: 0.3533 || KD Loss: 0.0452|| 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, 7:35:50 || Estimated Time: 14:15:15
2023-07-26 18:22:22,921 semantic_segmentation INFO: Iters: 119400/150000 || Lr: 0.004783 || Task Loss: 0.3593 || KD Loss: 0.0628|| 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, 7:36:07 || Estimated Time: 14:14:59
2023-07-26 18:22:39,332 semantic_segmentation INFO: Iters: 119410/150000 || Lr: 0.004782 || Task Loss: 0.2435 || KD Loss: 0.0358|| 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, 7:36:23 || Estimated Time: 14:14:42
2023-07-26 18:22:55,837 semantic_segmentation INFO: Iters: 119420/150000 || Lr: 0.004780 || Task Loss: 0.2428 || KD Loss: 0.0384|| 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, 7:36:40 || Estimated Time: 14:14:25
2023-07-26 18:23:12,240 semantic_segmentation INFO: Iters: 119430/150000 || Lr: 0.004779 || Task Loss: 0.1861 || KD Loss: 0.0265|| 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, 7:36:56 || Estimated Time: 14:14:08
2023-07-26 18:23:28,656 semantic_segmentation INFO: Iters: 119440/150000 || Lr: 0.004777 || Task Loss: 0.2066 || KD Loss: 0.0286|| 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, 7:37:13 || Estimated Time: 14:13:51
2023-07-26 18:23:45,066 semantic_segmentation INFO: Iters: 119450/150000 || Lr: 0.004776 || Task Loss: 0.4509 || KD Loss: 0.0511|| 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, 7:37:29 || Estimated Time: 14:13:34
2023-07-26 18:24:01,614 semantic_segmentation INFO: Iters: 119460/150000 || Lr: 0.004775 || Task Loss: 0.2120 || KD Loss: 0.0282|| 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, 7:37:46 || Estimated Time: 14:13:17
2023-07-26 18:24:18,009 semantic_segmentation INFO: Iters: 119470/150000 || Lr: 0.004773 || Task Loss: 0.2737 || KD Loss: 0.0455|| 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, 7:38:02 || Estimated Time: 14:13:01
2023-07-26 18:24:34,398 semantic_segmentation INFO: Iters: 119480/150000 || Lr: 0.004772 || Task Loss: 0.4090 || KD Loss: 0.0988|| 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, 7:38:18 || Estimated Time: 14:12:44
2023-07-26 18:24:50,811 semantic_segmentation INFO: Iters: 119490/150000 || Lr: 0.004770 || Task Loss: 0.2576 || KD Loss: 0.0469|| 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, 7:38:35 || Estimated Time: 14:12:27
2023-07-26 18:25:07,174 semantic_segmentation INFO: Iters: 119500/150000 || Lr: 0.004769 || Task Loss: 0.2953 || KD Loss: 0.0344|| 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, 7:38:51 || Estimated Time: 14:12:10
2023-07-26 18:25:23,529 semantic_segmentation INFO: Iters: 119510/150000 || Lr: 0.004768 || Task Loss: 0.2596 || KD Loss: 0.0455|| 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, 7:39:08 || Estimated Time: 14:11:53
2023-07-26 18:25:39,933 semantic_segmentation INFO: Iters: 119520/150000 || Lr: 0.004766 || Task Loss: 0.4001 || KD Loss: 0.0631|| 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, 7:39:24 || Estimated Time: 14:11:36
2023-07-26 18:25:56,349 semantic_segmentation INFO: Iters: 119530/150000 || Lr: 0.004765 || Task Loss: 0.2525 || KD Loss: 0.0298|| 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, 7:39:40 || Estimated Time: 14:11:19
2023-07-26 18:26:12,729 semantic_segmentation INFO: Iters: 119540/150000 || Lr: 0.004763 || Task Loss: 0.2742 || KD Loss: 0.0324|| 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, 7:39:57 || Estimated Time: 14:11:03
2023-07-26 18:26:29,154 semantic_segmentation INFO: Iters: 119550/150000 || Lr: 0.004762 || Task Loss: 0.3696 || KD Loss: 0.0380|| 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, 7:40:13 || Estimated Time: 14:10:46
2023-07-26 18:26:45,580 semantic_segmentation INFO: Iters: 119560/150000 || Lr: 0.004761 || Task Loss: 0.2086 || KD Loss: 0.0253|| 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, 7:40:30 || Estimated Time: 14:10:29
2023-07-26 18:27:02,050 semantic_segmentation INFO: Iters: 119570/150000 || Lr: 0.004759 || Task Loss: 0.3823 || KD Loss: 0.0625|| 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, 7:40:46 || Estimated Time: 14:10:12
2023-07-26 18:27:18,432 semantic_segmentation INFO: Iters: 119580/150000 || Lr: 0.004758 || Task Loss: 0.2776 || KD Loss: 0.0351|| 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, 7:41:02 || Estimated Time: 14:09:55
2023-07-26 18:27:34,859 semantic_segmentation INFO: Iters: 119590/150000 || Lr: 0.004756 || Task Loss: 0.1852 || KD Loss: 0.0384|| 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: 2 days, 7:41:19 || Estimated Time: 14:09:38
2023-07-26 18:27:51,220 semantic_segmentation INFO: Iters: 119600/150000 || Lr: 0.004755 || Task Loss: 0.3267 || KD Loss: 0.0378|| 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, 7:41:35 || Estimated Time: 14:09:21
2023-07-26 18:28:07,623 semantic_segmentation INFO: Iters: 119610/150000 || Lr: 0.004754 || Task Loss: 0.3401 || KD Loss: 0.0507|| 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, 7:41:52 || Estimated Time: 14:09:05
2023-07-26 18:28:23,994 semantic_segmentation INFO: Iters: 119620/150000 || Lr: 0.004752 || Task Loss: 0.1591 || KD Loss: 0.0147|| 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, 7:42:08 || Estimated Time: 14:08:48
2023-07-26 18:28:40,396 semantic_segmentation INFO: Iters: 119630/150000 || Lr: 0.004751 || Task Loss: 0.3065 || KD Loss: 0.0445|| 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, 7:42:24 || Estimated Time: 14:08:31
2023-07-26 18:28:56,773 semantic_segmentation INFO: Iters: 119640/150000 || Lr: 0.004749 || Task Loss: 0.3520 || KD Loss: 0.0541|| 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, 7:42:41 || Estimated Time: 14:08:14
2023-07-26 18:29:13,162 semantic_segmentation INFO: Iters: 119650/150000 || Lr: 0.004748 || Task Loss: 0.3145 || KD Loss: 0.0466|| 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, 7:42:57 || Estimated Time: 14:07:57
2023-07-26 18:29:29,528 semantic_segmentation INFO: Iters: 119660/150000 || Lr: 0.004747 || Task Loss: 0.2536 || KD Loss: 0.0425|| 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, 7:43:14 || Estimated Time: 14:07:40
2023-07-26 18:29:45,916 semantic_segmentation INFO: Iters: 119670/150000 || Lr: 0.004745 || Task Loss: 0.4473 || KD Loss: 0.1457|| 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, 7:43:30 || Estimated Time: 14:07:23
2023-07-26 18:30:02,314 semantic_segmentation INFO: Iters: 119680/150000 || Lr: 0.004744 || Task Loss: 0.2977 || KD Loss: 0.0355|| 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, 7:43:46 || Estimated Time: 14:07:07
2023-07-26 18:30:18,695 semantic_segmentation INFO: Iters: 119690/150000 || Lr: 0.004742 || Task Loss: 0.1822 || KD Loss: 0.0334|| 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, 7:44:03 || Estimated Time: 14:06:50
2023-07-26 18:30:35,070 semantic_segmentation INFO: Iters: 119700/150000 || Lr: 0.004741 || Task Loss: 0.2518 || KD Loss: 0.0334|| 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, 7:44:19 || Estimated Time: 14:06:33
2023-07-26 18:30:51,454 semantic_segmentation INFO: Iters: 119710/150000 || Lr: 0.004739 || Task Loss: 0.3391 || KD Loss: 0.0387|| 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, 7:44:35 || Estimated Time: 14:06:16
2023-07-26 18:31:07,843 semantic_segmentation INFO: Iters: 119720/150000 || Lr: 0.004738 || Task Loss: 0.3118 || KD Loss: 0.0325|| 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, 7:44:52 || Estimated Time: 14:05:59
2023-07-26 18:31:24,207 semantic_segmentation INFO: Iters: 119730/150000 || Lr: 0.004737 || Task Loss: 0.3278 || KD Loss: 0.0726|| 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, 7:45:08 || Estimated Time: 14:05:42
2023-07-26 18:31:40,594 semantic_segmentation INFO: Iters: 119740/150000 || Lr: 0.004735 || Task Loss: 0.3155 || KD Loss: 0.0568|| 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, 7:45:25 || Estimated Time: 14:05:25
2023-07-26 18:31:57,008 semantic_segmentation INFO: Iters: 119750/150000 || Lr: 0.004734 || Task Loss: 0.3975 || KD Loss: 0.0343|| 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, 7:45:41 || Estimated Time: 14:05:09
2023-07-26 18:32:13,383 semantic_segmentation INFO: Iters: 119760/150000 || Lr: 0.004732 || Task Loss: 0.3379 || KD Loss: 0.0538|| 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, 7:45:57 || Estimated Time: 14:04:52
2023-07-26 18:32:29,738 semantic_segmentation INFO: Iters: 119770/150000 || Lr: 0.004731 || Task Loss: 0.3558 || KD Loss: 0.0517|| 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, 7:46:14 || Estimated Time: 14:04:35
2023-07-26 18:32:46,110 semantic_segmentation INFO: Iters: 119780/150000 || Lr: 0.004730 || Task Loss: 0.3589 || KD Loss: 0.0685|| 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, 7:46:30 || Estimated Time: 14:04:18
2023-07-26 18:33:02,496 semantic_segmentation INFO: Iters: 119790/150000 || Lr: 0.004728 || Task Loss: 0.3412 || KD Loss: 0.0560|| 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, 7:46:46 || Estimated Time: 14:04:01
2023-07-26 18:33:18,898 semantic_segmentation INFO: Iters: 119800/150000 || Lr: 0.004727 || Task Loss: 0.2235 || KD Loss: 0.0371|| 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, 7:47:03 || Estimated Time: 14:03:44
2023-07-26 18:33:35,281 semantic_segmentation INFO: Iters: 119810/150000 || Lr: 0.004725 || Task Loss: 0.2686 || KD Loss: 0.0267|| 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, 7:47:19 || Estimated Time: 14:03:27
2023-07-26 18:33:51,684 semantic_segmentation INFO: Iters: 119820/150000 || Lr: 0.004724 || Task Loss: 0.3082 || KD Loss: 0.0590|| 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, 7:47:36 || Estimated Time: 14:03:11
2023-07-26 18:34:08,058 semantic_segmentation INFO: Iters: 119830/150000 || Lr: 0.004723 || Task Loss: 0.2467 || KD Loss: 0.0362|| 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, 7:47:52 || Estimated Time: 14:02:54
2023-07-26 18:34:24,434 semantic_segmentation INFO: Iters: 119840/150000 || Lr: 0.004721 || Task Loss: 0.2523 || KD Loss: 0.0368|| 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, 7:48:08 || Estimated Time: 14:02:37
2023-07-26 18:34:40,837 semantic_segmentation INFO: Iters: 119850/150000 || Lr: 0.004720 || Task Loss: 0.4416 || KD Loss: 0.0466|| 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, 7:48:25 || Estimated Time: 14:02:20
2023-07-26 18:34:57,231 semantic_segmentation INFO: Iters: 119860/150000 || Lr: 0.004718 || Task Loss: 0.2689 || KD Loss: 0.0361|| 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, 7:48:41 || Estimated Time: 14:02:03
2023-07-26 18:35:13,735 semantic_segmentation INFO: Iters: 119870/150000 || Lr: 0.004717 || Task Loss: 0.4272 || KD Loss: 0.0449|| 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, 7:48:58 || Estimated Time: 14:01:46
2023-07-26 18:35:30,182 semantic_segmentation INFO: Iters: 119880/150000 || Lr: 0.004716 || Task Loss: 0.2537 || KD Loss: 0.0303|| 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, 7:49:14 || Estimated Time: 14:01:29
2023-07-26 18:35:46,566 semantic_segmentation INFO: Iters: 119890/150000 || Lr: 0.004714 || Task Loss: 0.3162 || KD Loss: 0.0458|| 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, 7:49:31 || Estimated Time: 14:01:13
2023-07-26 18:36:02,961 semantic_segmentation INFO: Iters: 119900/150000 || Lr: 0.004713 || Task Loss: 0.2586 || KD Loss: 0.0343|| 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, 7:49:47 || Estimated Time: 14:00:56
2023-07-26 18:36:19,503 semantic_segmentation INFO: Iters: 119910/150000 || Lr: 0.004711 || Task Loss: 0.2404 || KD Loss: 0.0256|| 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, 7:50:03 || Estimated Time: 14:00:39
2023-07-26 18:36:35,946 semantic_segmentation INFO: Iters: 119920/150000 || Lr: 0.004710 || Task Loss: 0.2997 || KD Loss: 0.0407|| 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, 7:50:20 || Estimated Time: 14:00:22
2023-07-26 18:36:52,304 semantic_segmentation INFO: Iters: 119930/150000 || Lr: 0.004708 || Task Loss: 0.3324 || KD Loss: 0.0551|| 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, 7:50:36 || Estimated Time: 14:00:05
2023-07-26 18:37:08,771 semantic_segmentation INFO: Iters: 119940/150000 || Lr: 0.004707 || Task Loss: 0.3313 || KD Loss: 0.0545|| 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, 7:50:53 || Estimated Time: 13:59:48
2023-07-26 18:37:25,542 semantic_segmentation INFO: Iters: 119950/150000 || Lr: 0.004706 || Task Loss: 0.3262 || KD Loss: 0.0489|| 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, 7:51:10 || Estimated Time: 13:59:32
2023-07-26 18:37:45,181 semantic_segmentation INFO: Iters: 119960/150000 || Lr: 0.004704 || Task Loss: 0.3668 || KD Loss: 0.0439|| 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, 7:51:29 || Estimated Time: 13:59:16
2023-07-26 18:38:01,524 semantic_segmentation INFO: Iters: 119970/150000 || Lr: 0.004703 || Task Loss: 0.2290 || KD Loss: 0.0320|| 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, 7:51:46 || Estimated Time: 13:58:59
2023-07-26 18:38:17,929 semantic_segmentation INFO: Iters: 119980/150000 || Lr: 0.004701 || Task Loss: 0.3111 || KD Loss: 0.0311|| 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, 7:52:02 || Estimated Time: 13:58:42
2023-07-26 18:38:34,251 semantic_segmentation INFO: Iters: 119990/150000 || Lr: 0.004700 || Task Loss: 0.2431 || KD Loss: 0.0335|| 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, 7:52:18 || Estimated Time: 13:58:25
2023-07-26 18:38:50,689 semantic_segmentation INFO: Iters: 120000/150000 || Lr: 0.004699 || Task Loss: 0.3055 || KD Loss: 0.0653|| 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, 7:52:35 || Estimated Time: 13:58:08
2023-07-26 18:38:50,805 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 18:38:51,256 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-26 18:38:51,324 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.136
2023-07-26 18:38:51,335 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.982, mIoU: 0.173
2023-07-26 18:38:51,349 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.983, mIoU: 0.173
2023-07-26 18:38:51,362 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.246
2023-07-26 18:38:51,374 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.286
2023-07-26 18:38:51,388 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.328
2023-07-26 18:38:51,402 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.334
2023-07-26 18:38:51,414 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.374
2023-07-26 18:38:51,428 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.414
2023-07-26 18:38:51,442 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.428
2023-07-26 18:38:51,457 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.475
2023-07-26 18:38:51,469 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.464
2023-07-26 18:38:51,483 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.445
2023-07-26 18:38:51,497 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.444
2023-07-26 18:38:51,509 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.441
2023-07-26 18:38:51,519 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.429
2023-07-26 18:38:51,532 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.429
2023-07-26 18:38:51,546 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.438
2023-07-26 18:38:51,561 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.498
2023-07-26 18:38:51,575 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.501
2023-07-26 18:38:51,590 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.507
2023-07-26 18:38:51,604 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.542
2023-07-26 18:38:51,619 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.543
2023-07-26 18:38:51,634 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.542
2023-07-26 18:38:51,648 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.554
2023-07-26 18:38:51,662 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.557
2023-07-26 18:38:51,673 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.558
2023-07-26 18:38:51,688 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.548
2023-07-26 18:38:51,702 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.548
2023-07-26 18:38:51,715 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.549
2023-07-26 18:38:51,730 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.549
2023-07-26 18:38:51,745 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-26 18:38:51,759 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.557
2023-07-26 18:38:51,773 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.590
2023-07-26 18:38:51,789 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.590
2023-07-26 18:38:51,802 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.590
2023-07-26 18:38:51,815 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.636
2023-07-26 18:38:51,832 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.639
2023-07-26 18:38:51,845 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.637
2023-07-26 18:38:51,859 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-26 18:38:51,874 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.656
2023-07-26 18:38:51,889 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.651
2023-07-26 18:38:51,902 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.651
2023-07-26 18:38:51,918 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-26 18:38:51,933 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.665
2023-07-26 18:38:51,947 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.669
2023-07-26 18:38:51,960 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.670
2023-07-26 18:38:51,974 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.671
2023-07-26 18:38:51,989 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.669
2023-07-26 18:38:52,004 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.668
2023-07-26 18:38:52,019 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.668
2023-07-26 18:38:52,031 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.666
2023-07-26 18:38:52,046 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.667
2023-07-26 18:38:52,060 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.672
2023-07-26 18:38:52,072 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.671
2023-07-26 18:38:52,087 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.671
2023-07-26 18:38:52,103 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.671
2023-07-26 18:38:52,115 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-26 18:38:52,129 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-26 18:38:52,142 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-26 18:38:52,156 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-26 18:38:52,168 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-26 18:38:52,185 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-26 18:38:52,197 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-26 18:38:52,212 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-26 18:38:52,226 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-26 18:38:52,239 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.753
2023-07-26 18:38:52,254 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.754
2023-07-26 18:38:52,268 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-26 18:38:52,283 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-26 18:38:52,296 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-26 18:38:52,311 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-26 18:38:52,326 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-26 18:38:52,340 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 18:38:52,355 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-26 18:38:52,369 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 18:38:52,377 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.767
2023-07-26 18:38:52,392 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 18:38:52,408 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 18:38:52,421 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 18:38:52,436 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 18:38:52,452 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 18:38:52,467 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:38:52,482 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:38:52,498 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 18:38:52,513 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:38:52,528 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 18:38:52,543 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:38:52,556 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:38:52,571 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:38:52,586 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 18:38:52,600 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:38:52,615 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 18:38:52,629 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 18:38:52,643 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:38:52,656 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 18:38:52,668 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 18:38:52,682 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 18:38:53,072 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.715
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2023-07-26 18:38:53,094 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.722
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2023-07-26 18:38:56,364 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.932, mIoU: 0.706
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2023-07-26 18:38:58,180 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 18:38:58,195 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 18:38:58,210 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 18:38:58,218 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 18:38:58,233 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 18:38:58,248 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,260 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,275 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,289 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,302 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 18:38:58,318 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 18:38:58,330 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 18:38:58,346 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:38:58,361 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:38:58,377 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 18:38:58,393 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,409 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 18:38:58,422 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 18:38:58,437 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,452 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 18:38:58,466 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 18:38:58,480 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 18:38:58,495 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 18:38:58,511 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 18:38:58,525 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 18:38:58,538 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 18:38:58,552 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 18:38:58,567 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 18:38:58,582 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 18:38:58,597 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,611 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,624 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,639 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,654 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 18:38:58,666 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 18:38:58,681 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 18:38:58,693 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 18:38:58,708 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 18:38:58,721 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 18:38:58,733 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 18:38:58,745 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 18:38:58,759 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,773 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,788 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,802 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,811 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,825 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 18:38:58,840 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,855 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,869 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,883 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,896 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,908 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,923 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,938 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:58,952 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 18:38:58,964 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,977 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:58,991 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:59,005 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:59,019 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 18:38:59,032 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 18:38:59,046 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 18:38:59,061 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 18:38:59,076 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,089 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,104 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,118 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,131 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,146 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,161 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,175 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,190 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,203 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,218 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 18:38:59,233 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 18:38:59,249 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,260 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:59,275 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:59,290 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,303 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,318 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 18:38:59,331 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,346 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,361 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,376 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 18:38:59,389 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 18:38:59,403 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:59,417 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:59,433 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 18:38:59,448 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,463 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,477 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 18:38:59,492 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,505 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,520 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,535 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,548 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,562 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,577 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,591 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,605 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,620 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,631 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,645 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,660 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,673 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,688 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,702 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,713 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,727 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 18:38:59,742 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,756 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,768 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,783 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,797 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 18:38:59,812 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 18:38:59,826 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 18:38:59,841 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,856 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,870 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,885 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,899 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,912 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 18:38:59,927 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:38:59,942 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 18:38:59,957 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:38:59,969 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:38:59,984 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:38:59,996 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,011 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,025 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,040 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,054 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,068 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,082 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,096 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,110 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:00,124 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:00,139 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:00,156 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:00,170 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,185 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:00,195 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,209 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 18:39:00,224 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 18:39:00,237 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 18:39:00,252 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,265 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,278 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,294 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 18:39:00,310 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,325 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,341 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,354 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,368 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,381 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,394 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,408 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,423 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,438 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,452 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,466 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,478 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,492 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,506 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,518 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 18:39:00,531 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 18:39:00,585 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 18:39:00,600 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 18:39:00,630 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 18:39:00,692 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 18:39:00,750 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 18:39:00,821 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 18:39:00,889 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:00,903 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:00,916 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:00,929 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:00,943 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:00,957 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:00,973 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:00,984 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:00,998 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:01,011 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,022 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,037 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,052 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,067 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,081 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,096 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,111 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,124 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,139 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,153 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,169 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,184 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,199 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,215 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,227 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,240 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,253 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,268 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,284 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,296 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:01,309 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,324 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:01,338 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:01,352 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:01,367 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,381 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,394 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,408 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,422 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,436 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,451 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,464 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,480 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,492 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,507 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,522 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,534 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,547 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,562 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,576 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,591 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,605 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:01,616 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,629 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,643 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,656 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:01,671 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,688 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:01,700 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,715 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,728 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,743 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,758 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,771 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:01,784 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:01,799 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:01,813 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:01,826 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:01,840 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,854 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,868 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,880 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,895 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,909 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,925 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,938 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,952 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,964 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,979 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:01,991 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:02,003 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:02,018 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,033 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,046 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,061 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,077 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,092 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,107 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,120 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,132 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,146 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,159 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,172 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,185 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,201 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,213 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,226 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,240 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,255 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,269 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,284 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,297 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,310 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,324 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,338 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,353 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,367 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,379 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:02,392 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,403 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,418 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,437 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,452 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,467 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,478 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,491 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,506 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 18:39:02,521 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 18:39:02,534 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 18:39:02,549 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,562 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,578 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:02,591 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:02,606 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:02,618 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:02,632 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:02,646 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 18:39:02,659 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,673 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,687 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,702 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,716 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,730 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,745 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,759 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,772 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,786 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,801 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,813 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,826 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,838 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,854 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,867 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,883 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,898 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,909 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,923 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,939 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,953 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:02,966 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,981 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:02,995 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:03,007 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:03,021 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:03,036 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:03,050 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,063 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,074 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,091 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:03,106 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:03,121 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:03,134 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:03,149 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:03,164 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:03,179 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:03,194 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,207 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,222 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,235 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:03,249 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,263 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,275 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,290 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,302 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,316 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,330 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,344 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,358 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,372 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,385 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,399 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,414 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,428 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,447 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,464 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,473 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,487 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,500 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,514 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,529 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,544 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,557 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,571 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,586 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,600 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,615 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,630 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,643 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,658 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,673 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,687 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 18:39:03,700 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,715 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,729 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,744 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:03,757 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,771 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,786 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,798 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,812 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:03,827 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,839 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,853 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,866 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:03,879 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:03,894 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:03,908 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:03,922 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,938 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,953 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,965 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,978 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:03,992 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,005 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,018 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,032 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,046 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,061 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,076 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,089 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,101 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,117 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,131 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,144 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,159 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,171 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,186 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,200 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,215 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,230 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,244 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,253 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,269 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,284 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,297 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,311 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,325 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,340 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,353 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,368 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,383 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,399 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,414 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,429 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,446 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,462 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,477 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,491 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,506 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,519 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,531 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,546 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,560 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,574 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,581 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,593 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,605 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,617 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,628 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,642 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,655 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,670 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,681 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,693 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,708 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,718 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,733 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,745 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,760 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,774 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,789 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,803 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,814 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,827 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,841 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:04,855 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,870 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,884 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,896 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,906 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,917 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,931 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,943 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,957 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:04,970 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:04,984 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 18:39:05,000 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:05,014 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:05,028 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:05,042 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,057 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,071 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,086 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,100 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,114 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,128 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,143 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,155 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:05,168 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,182 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:05,194 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,209 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,221 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,236 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,250 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,267 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,281 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,295 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,310 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,325 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,340 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,355 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,368 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,380 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,395 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,410 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,425 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,441 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:39:05,456 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:39:05,472 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 18:39:05,488 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,502 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,514 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,529 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,539 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,551 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,565 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,577 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,591 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,605 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:05,619 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,633 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,648 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,662 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,676 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:05,688 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,702 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,715 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,729 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,744 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,757 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,771 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,784 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,798 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,813 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,827 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,842 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:05,856 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,869 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,881 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,896 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,908 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 18:39:05,921 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 18:39:05,938 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,953 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,967 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:05,980 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:05,993 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,008 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,023 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,039 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,051 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,064 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,079 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,094 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,110 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,124 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,139 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,154 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,168 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,182 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 18:39:06,197 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,212 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,226 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,240 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:39:06,253 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 18:39:06,267 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-26 18:39:06,296 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:06,308 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 18:39:06,323 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 18:39:06,338 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,354 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,367 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,381 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,396 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 18:39:06,411 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.741
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2023-07-26 18:39:06,456 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 18:39:06,469 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 18:39:06,529 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.741
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2023-07-26 18:39:06,550 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 18:39:06,606 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:06,620 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:06,632 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:06,645 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:06,674 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:06,750 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:06,763 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:06,778 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:06,833 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 18:39:06,849 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:07,030 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,071 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,098 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,110 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,122 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,147 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,161 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,175 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,198 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,362 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,374 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 18:39:07,459 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 18:39:07,488 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,502 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,518 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,532 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 18:39:07,573 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,585 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,599 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 18:39:07,613 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:07,639 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:07,682 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 18:39:07,735 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 18:39:07,777 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:07,909 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:07,924 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 18:39:08,048 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 18:39:08,387 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:08,754 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:08,780 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:08,808 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:08,822 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:08,836 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:08,864 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:08,877 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:08,891 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:08,905 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:08,920 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:08,949 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:08,963 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:08,975 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:08,988 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,003 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,019 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,032 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,047 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:09,093 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,107 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,122 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,137 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,150 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,162 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,175 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,187 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,200 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,214 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,228 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,241 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:09,253 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,268 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,279 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,292 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,306 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,321 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 18:39:09,362 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,376 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:09,390 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,403 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,418 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,434 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,450 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,463 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,478 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,493 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,507 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,523 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,536 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,551 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,566 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,581 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,595 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 18:39:09,607 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,621 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,635 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,649 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,663 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,677 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,691 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,706 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,716 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,729 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,741 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,753 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 18:39:09,769 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,783 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,796 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,808 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,820 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 18:39:09,833 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 18:39:09,981 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:09,995 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 18:39:10,092 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:10,105 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 18:39:10,120 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,135 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,148 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,161 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,176 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,191 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,206 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,219 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,233 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,249 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,264 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 18:39:10,279 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:10,330 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,343 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:10,371 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,385 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,399 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 18:39:10,415 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 18:39:10,446 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 18:39:10,505 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,521 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,536 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,553 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:10,567 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:10,581 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,596 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:10,623 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:10,635 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:10,664 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:10,692 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,706 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,720 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,734 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 18:39:10,760 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,772 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,786 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,801 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:10,815 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:10,830 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:10,842 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:10,901 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,915 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:10,930 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 18:39:11,000 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 18:39:11,058 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:11,072 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 18:39:11,231 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 18:39:11,258 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 18:39:11,272 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:11,286 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 18:39:11,400 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:11,412 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 18:39:11,427 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 18:39:11,457 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:11,472 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:11,485 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:11,499 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 18:39:11,513 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 18:39:11,529 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 18:39:27,958 semantic_segmentation INFO: Iters: 120010/150000 || Lr: 0.004697 || Task Loss: 0.3634 || KD Loss: 0.0564|| 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, 7:53:12 || Estimated Time: 13:57:57
2023-07-26 18:39:44,320 semantic_segmentation INFO: Iters: 120020/150000 || Lr: 0.004696 || Task Loss: 0.3011 || KD Loss: 0.0396|| 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, 7:53:28 || Estimated Time: 13:57:40
2023-07-26 18:40:00,716 semantic_segmentation INFO: Iters: 120030/150000 || Lr: 0.004694 || Task Loss: 0.3621 || KD Loss: 0.0908|| 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, 7:53:45 || Estimated Time: 13:57:23
2023-07-26 18:40:17,108 semantic_segmentation INFO: Iters: 120040/150000 || Lr: 0.004693 || Task Loss: 0.3682 || KD Loss: 0.0455|| 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, 7:54:01 || Estimated Time: 13:57:06
2023-07-26 18:40:33,590 semantic_segmentation INFO: Iters: 120050/150000 || Lr: 0.004692 || Task Loss: 0.3561 || KD Loss: 0.0485|| 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, 7:54:18 || Estimated Time: 13:56:49
2023-07-26 18:40:50,048 semantic_segmentation INFO: Iters: 120060/150000 || Lr: 0.004690 || Task Loss: 0.2789 || KD Loss: 0.0420|| 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, 7:54:34 || Estimated Time: 13:56:32
2023-07-26 18:41:06,468 semantic_segmentation INFO: Iters: 120070/150000 || Lr: 0.004689 || Task Loss: 0.2877 || KD Loss: 0.0393|| 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, 7:54:50 || Estimated Time: 13:56:15
2023-07-26 18:41:22,906 semantic_segmentation INFO: Iters: 120080/150000 || Lr: 0.004687 || Task Loss: 0.2945 || KD Loss: 0.0326|| 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, 7:55:07 || Estimated Time: 13:55:59
2023-07-26 18:41:39,431 semantic_segmentation INFO: Iters: 120090/150000 || Lr: 0.004686 || Task Loss: 0.3838 || KD Loss: 0.0548|| 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, 7:55:23 || Estimated Time: 13:55:42
2023-07-26 18:41:55,821 semantic_segmentation INFO: Iters: 120100/150000 || Lr: 0.004685 || Task Loss: 0.2462 || KD Loss: 0.0233|| 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, 7:55:40 || Estimated Time: 13:55:25
2023-07-26 18:42:12,272 semantic_segmentation INFO: Iters: 120110/150000 || Lr: 0.004683 || Task Loss: 0.2120 || KD Loss: 0.0546|| 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, 7:55:56 || Estimated Time: 13:55:08
2023-07-26 18:42:28,802 semantic_segmentation INFO: Iters: 120120/150000 || Lr: 0.004682 || Task Loss: 0.2925 || KD Loss: 0.0414|| 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, 7:56:13 || Estimated Time: 13:54:51
2023-07-26 18:42:45,194 semantic_segmentation INFO: Iters: 120130/150000 || Lr: 0.004680 || Task Loss: 0.2718 || KD Loss: 0.0265|| 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, 7:56:29 || Estimated Time: 13:54:34
2023-07-26 18:43:01,726 semantic_segmentation INFO: Iters: 120140/150000 || Lr: 0.004679 || Task Loss: 0.2058 || KD Loss: 0.0272|| 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, 7:56:46 || Estimated Time: 13:54:18
2023-07-26 18:43:18,145 semantic_segmentation INFO: Iters: 120150/150000 || Lr: 0.004677 || Task Loss: 0.3129 || KD Loss: 0.0424|| 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, 7:57:02 || Estimated Time: 13:54:01
2023-07-26 18:43:34,551 semantic_segmentation INFO: Iters: 120160/150000 || Lr: 0.004676 || Task Loss: 0.3111 || KD Loss: 0.0683|| 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, 7:57:19 || Estimated Time: 13:53:44
2023-07-26 18:43:50,920 semantic_segmentation INFO: Iters: 120170/150000 || Lr: 0.004675 || Task Loss: 0.2613 || KD Loss: 0.0305|| 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, 7:57:35 || Estimated Time: 13:53:27
2023-07-26 18:44:07,311 semantic_segmentation INFO: Iters: 120180/150000 || Lr: 0.004673 || Task Loss: 0.2245 || KD Loss: 0.0265|| 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, 7:57:51 || Estimated Time: 13:53:10
2023-07-26 18:44:23,673 semantic_segmentation INFO: Iters: 120190/150000 || Lr: 0.004672 || Task Loss: 0.2224 || KD Loss: 0.0365|| 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, 7:58:08 || Estimated Time: 13:52:53
2023-07-26 18:44:40,106 semantic_segmentation INFO: Iters: 120200/150000 || Lr: 0.004670 || Task Loss: 0.3331 || KD Loss: 0.0628|| 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, 7:58:24 || Estimated Time: 13:52:36
2023-07-26 18:44:56,594 semantic_segmentation INFO: Iters: 120210/150000 || Lr: 0.004669 || Task Loss: 0.2087 || KD Loss: 0.0221|| 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, 7:58:41 || Estimated Time: 13:52:20
2023-07-26 18:45:13,050 semantic_segmentation INFO: Iters: 120220/150000 || Lr: 0.004668 || Task Loss: 0.2768 || KD Loss: 0.0481|| 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, 7:58:57 || Estimated Time: 13:52:03
2023-07-26 18:45:29,427 semantic_segmentation INFO: Iters: 120230/150000 || Lr: 0.004666 || Task Loss: 0.3838 || KD Loss: 0.0623|| 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, 7:59:13 || Estimated Time: 13:51:46
2023-07-26 18:45:45,827 semantic_segmentation INFO: Iters: 120240/150000 || Lr: 0.004665 || Task Loss: 0.2561 || KD Loss: 0.0370|| 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, 7:59:30 || Estimated Time: 13:51:29
2023-07-26 18:46:02,144 semantic_segmentation INFO: Iters: 120250/150000 || Lr: 0.004663 || Task Loss: 0.2236 || KD Loss: 0.0327|| 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, 7:59:46 || Estimated Time: 13:51:12
2023-07-26 18:46:18,596 semantic_segmentation INFO: Iters: 120260/150000 || Lr: 0.004662 || Task Loss: 0.3257 || KD Loss: 0.0573|| 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, 8:00:03 || Estimated Time: 13:50:55
2023-07-26 18:46:34,964 semantic_segmentation INFO: Iters: 120270/150000 || Lr: 0.004661 || Task Loss: 0.3154 || KD Loss: 0.0385|| 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, 8:00:19 || Estimated Time: 13:50:38
2023-07-26 18:46:51,338 semantic_segmentation INFO: Iters: 120280/150000 || Lr: 0.004659 || Task Loss: 0.1988 || KD Loss: 0.0251|| 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, 8:00:35 || Estimated Time: 13:50:22
2023-07-26 18:47:07,724 semantic_segmentation INFO: Iters: 120290/150000 || Lr: 0.004658 || Task Loss: 0.2901 || KD Loss: 0.0585|| 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, 8:00:52 || Estimated Time: 13:50:05
2023-07-26 18:47:24,131 semantic_segmentation INFO: Iters: 120300/150000 || Lr: 0.004656 || Task Loss: 0.2671 || KD Loss: 0.0398|| 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, 8:01:08 || Estimated Time: 13:49:48
2023-07-26 18:47:40,663 semantic_segmentation INFO: Iters: 120310/150000 || Lr: 0.004655 || Task Loss: 0.2568 || KD Loss: 0.0464|| 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, 8:01:25 || Estimated Time: 13:49:31
2023-07-26 18:47:57,045 semantic_segmentation INFO: Iters: 120320/150000 || Lr: 0.004653 || Task Loss: 0.3066 || KD Loss: 0.0376|| 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, 8:01:41 || Estimated Time: 13:49:14
2023-07-26 18:48:13,485 semantic_segmentation INFO: Iters: 120330/150000 || Lr: 0.004652 || Task Loss: 0.2403 || KD Loss: 0.0290|| 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, 8:01:57 || Estimated Time: 13:48:57
2023-07-26 18:48:29,867 semantic_segmentation INFO: Iters: 120340/150000 || Lr: 0.004651 || Task Loss: 0.2517 || KD Loss: 0.0428|| 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, 8:02:14 || Estimated Time: 13:48:41
2023-07-26 18:48:46,219 semantic_segmentation INFO: Iters: 120350/150000 || Lr: 0.004649 || Task Loss: 0.2938 || KD Loss: 0.0491|| 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, 8:02:30 || Estimated Time: 13:48:24
2023-07-26 18:49:02,614 semantic_segmentation INFO: Iters: 120360/150000 || Lr: 0.004648 || Task Loss: 0.3853 || KD Loss: 0.0592|| 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, 8:02:47 || Estimated Time: 13:48:07
2023-07-26 18:49:18,951 semantic_segmentation INFO: Iters: 120370/150000 || Lr: 0.004646 || Task Loss: 0.2797 || KD Loss: 0.0676|| 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, 8:03:03 || Estimated Time: 13:47:50
2023-07-26 18:49:35,390 semantic_segmentation INFO: Iters: 120380/150000 || Lr: 0.004645 || Task Loss: 0.4088 || KD Loss: 0.0490|| 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, 8:03:19 || Estimated Time: 13:47:33
2023-07-26 18:49:51,786 semantic_segmentation INFO: Iters: 120390/150000 || Lr: 0.004644 || Task Loss: 0.4564 || KD Loss: 0.0655|| 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, 8:03:36 || Estimated Time: 13:47:16
2023-07-26 18:50:08,345 semantic_segmentation INFO: Iters: 120400/150000 || Lr: 0.004642 || Task Loss: 0.2679 || KD Loss: 0.0450|| 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, 8:03:52 || Estimated Time: 13:46:59
2023-07-26 18:50:24,736 semantic_segmentation INFO: Iters: 120410/150000 || Lr: 0.004641 || Task Loss: 0.3261 || KD Loss: 0.0372|| 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, 8:04:09 || Estimated Time: 13:46:43
2023-07-26 18:50:41,121 semantic_segmentation INFO: Iters: 120420/150000 || Lr: 0.004639 || Task Loss: 0.4042 || KD Loss: 0.0466|| 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, 8:04:25 || Estimated Time: 13:46:26
2023-07-26 18:50:57,524 semantic_segmentation INFO: Iters: 120430/150000 || Lr: 0.004638 || Task Loss: 0.3301 || KD Loss: 0.0377|| 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, 8:04:42 || Estimated Time: 13:46:09
2023-07-26 18:51:13,887 semantic_segmentation INFO: Iters: 120440/150000 || Lr: 0.004637 || Task Loss: 0.2469 || KD Loss: 0.0360|| 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, 8:04:58 || Estimated Time: 13:45:52
2023-07-26 18:51:30,281 semantic_segmentation INFO: Iters: 120450/150000 || Lr: 0.004635 || Task Loss: 0.2977 || KD Loss: 0.0384|| 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, 8:05:14 || Estimated Time: 13:45:35
2023-07-26 18:51:46,649 semantic_segmentation INFO: Iters: 120460/150000 || Lr: 0.004634 || Task Loss: 0.2871 || KD Loss: 0.0468|| 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, 8:05:31 || Estimated Time: 13:45:18
2023-07-26 18:52:03,060 semantic_segmentation INFO: Iters: 120470/150000 || Lr: 0.004632 || Task Loss: 0.2966 || KD Loss: 0.0430|| 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, 8:05:47 || Estimated Time: 13:45:01
2023-07-26 18:52:19,412 semantic_segmentation INFO: Iters: 120480/150000 || Lr: 0.004631 || Task Loss: 0.3789 || KD Loss: 0.0382|| 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, 8:06:03 || Estimated Time: 13:44:45
2023-07-26 18:52:35,767 semantic_segmentation INFO: Iters: 120490/150000 || Lr: 0.004629 || Task Loss: 0.3635 || KD Loss: 0.0419|| 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, 8:06:20 || Estimated Time: 13:44:28
2023-07-26 18:52:52,197 semantic_segmentation INFO: Iters: 120500/150000 || Lr: 0.004628 || Task Loss: 0.2974 || KD Loss: 0.0299|| 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, 8:06:36 || Estimated Time: 13:44:11
2023-07-26 18:53:08,567 semantic_segmentation INFO: Iters: 120510/150000 || Lr: 0.004627 || Task Loss: 0.2680 || KD Loss: 0.0314|| 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, 8:06:53 || Estimated Time: 13:43:54
2023-07-26 18:53:24,962 semantic_segmentation INFO: Iters: 120520/150000 || Lr: 0.004625 || Task Loss: 0.3414 || KD Loss: 0.0446|| 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, 8:07:09 || Estimated Time: 13:43:37
2023-07-26 18:53:41,336 semantic_segmentation INFO: Iters: 120530/150000 || Lr: 0.004624 || Task Loss: 0.3410 || KD Loss: 0.0413|| 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, 8:07:25 || Estimated Time: 13:43:20
2023-07-26 18:53:57,692 semantic_segmentation INFO: Iters: 120540/150000 || Lr: 0.004622 || Task Loss: 0.2941 || KD Loss: 0.0375|| 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, 8:07:42 || Estimated Time: 13:43:03
2023-07-26 18:54:14,109 semantic_segmentation INFO: Iters: 120550/150000 || Lr: 0.004621 || Task Loss: 0.2870 || KD Loss: 0.0478|| 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, 8:07:58 || Estimated Time: 13:42:47
2023-07-26 18:54:30,448 semantic_segmentation INFO: Iters: 120560/150000 || Lr: 0.004620 || Task Loss: 0.3256 || KD Loss: 0.0644|| 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, 8:08:14 || Estimated Time: 13:42:30
2023-07-26 18:54:46,886 semantic_segmentation INFO: Iters: 120570/150000 || Lr: 0.004618 || Task Loss: 0.3027 || KD Loss: 0.0479|| 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, 8:08:31 || Estimated Time: 13:42:13
2023-07-26 18:55:03,249 semantic_segmentation INFO: Iters: 120580/150000 || Lr: 0.004617 || Task Loss: 0.3265 || KD Loss: 0.0461|| 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, 8:08:47 || Estimated Time: 13:41:56
2023-07-26 18:55:19,643 semantic_segmentation INFO: Iters: 120590/150000 || Lr: 0.004615 || Task Loss: 0.1848 || KD Loss: 0.0330|| 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, 8:09:04 || Estimated Time: 13:41:39
2023-07-26 18:55:35,972 semantic_segmentation INFO: Iters: 120600/150000 || Lr: 0.004614 || Task Loss: 0.2984 || KD Loss: 0.0519|| 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, 8:09:20 || Estimated Time: 13:41:22
2023-07-26 18:55:52,421 semantic_segmentation INFO: Iters: 120610/150000 || Lr: 0.004613 || Task Loss: 0.3023 || KD Loss: 0.0346|| 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, 8:09:36 || Estimated Time: 13:41:05
2023-07-26 18:56:08,772 semantic_segmentation INFO: Iters: 120620/150000 || Lr: 0.004611 || Task Loss: 0.4176 || KD Loss: 0.0715|| 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, 8:09:53 || Estimated Time: 13:40:49
2023-07-26 18:56:25,368 semantic_segmentation INFO: Iters: 120630/150000 || Lr: 0.004610 || Task Loss: 0.3380 || 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, 8:10:09 || Estimated Time: 13:40:32
2023-07-26 18:56:41,783 semantic_segmentation INFO: Iters: 120640/150000 || Lr: 0.004608 || Task Loss: 0.3422 || KD Loss: 0.0632|| 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, 8:10:26 || Estimated Time: 13:40:15
2023-07-26 18:56:58,141 semantic_segmentation INFO: Iters: 120650/150000 || Lr: 0.004607 || Task Loss: 0.2484 || KD Loss: 0.0337|| 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, 8:10:42 || Estimated Time: 13:39:58
2023-07-26 18:57:14,548 semantic_segmentation INFO: Iters: 120660/150000 || Lr: 0.004605 || Task Loss: 0.2502 || KD Loss: 0.0445|| 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, 8:10:59 || Estimated Time: 13:39:41
2023-07-26 18:57:30,919 semantic_segmentation INFO: Iters: 120670/150000 || Lr: 0.004604 || Task Loss: 0.4160 || KD Loss: 0.0681|| 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: 2 days, 8:11:15 || Estimated Time: 13:39:24
2023-07-26 18:57:47,304 semantic_segmentation INFO: Iters: 120680/150000 || Lr: 0.004603 || Task Loss: 0.3394 || KD Loss: 0.0502|| 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, 8:11:31 || Estimated Time: 13:39:08
2023-07-26 18:58:03,686 semantic_segmentation INFO: Iters: 120690/150000 || Lr: 0.004601 || Task Loss: 0.2357 || KD Loss: 0.0455|| 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, 8:11:48 || Estimated Time: 13:38:51
2023-07-26 18:58:20,035 semantic_segmentation INFO: Iters: 120700/150000 || Lr: 0.004600 || Task Loss: 0.3663 || KD Loss: 0.0547|| 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, 8:12:04 || Estimated Time: 13:38:34
2023-07-26 18:58:36,428 semantic_segmentation INFO: Iters: 120710/150000 || Lr: 0.004598 || Task Loss: 0.3471 || 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, 8:12:20 || Estimated Time: 13:38:17
2023-07-26 18:58:52,824 semantic_segmentation INFO: Iters: 120720/150000 || Lr: 0.004597 || Task Loss: 0.2517 || KD Loss: 0.0509|| 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, 8:12:37 || Estimated Time: 13:38:00
2023-07-26 18:59:09,216 semantic_segmentation INFO: Iters: 120730/150000 || Lr: 0.004596 || Task Loss: 0.2448 || KD Loss: 0.0489|| 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, 8:12:53 || Estimated Time: 13:37:43
2023-07-26 18:59:25,613 semantic_segmentation INFO: Iters: 120740/150000 || Lr: 0.004594 || Task Loss: 0.3372 || KD Loss: 0.0644|| 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, 8:13:10 || Estimated Time: 13:37:26
2023-07-26 18:59:41,976 semantic_segmentation INFO: Iters: 120750/150000 || Lr: 0.004593 || Task Loss: 0.3263 || KD Loss: 0.0549|| 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, 8:13:26 || Estimated Time: 13:37:10
2023-07-26 18:59:58,371 semantic_segmentation INFO: Iters: 120760/150000 || Lr: 0.004591 || Task Loss: 0.3852 || KD Loss: 0.0614|| 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, 8:13:42 || Estimated Time: 13:36:53
2023-07-26 19:00:14,732 semantic_segmentation INFO: Iters: 120770/150000 || Lr: 0.004590 || Task Loss: 0.1580 || KD Loss: 0.0214|| 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, 8:13:59 || Estimated Time: 13:36:36
2023-07-26 19:00:31,138 semantic_segmentation INFO: Iters: 120780/150000 || Lr: 0.004589 || Task Loss: 0.2256 || KD Loss: 0.0256|| 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, 8:14:15 || Estimated Time: 13:36:19
2023-07-26 19:00:49,433 semantic_segmentation INFO: Iters: 120790/150000 || Lr: 0.004587 || Task Loss: 0.2443 || KD Loss: 0.0248|| 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, 8:14:33 || Estimated Time: 13:36:03
2023-07-26 19:01:07,390 semantic_segmentation INFO: Iters: 120800/150000 || Lr: 0.004586 || Task Loss: 0.1931 || KD Loss: 0.0322|| 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, 8:14:51 || Estimated Time: 13:35:46
2023-07-26 19:01:07,501 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:01:07,955 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 19:01:07,980 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-26 19:01:07,993 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.168
2023-07-26 19:01:08,007 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-26 19:01:08,020 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.248
2023-07-26 19:01:08,032 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.292
2023-07-26 19:01:08,046 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.337
2023-07-26 19:01:08,061 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.341
2023-07-26 19:01:08,074 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.374
2023-07-26 19:01:08,089 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.420
2023-07-26 19:01:08,103 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.470
2023-07-26 19:01:08,118 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.516
2023-07-26 19:01:08,130 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.505
2023-07-26 19:01:08,145 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.491
2023-07-26 19:01:08,159 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.488
2023-07-26 19:01:08,171 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.483
2023-07-26 19:01:08,182 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.469
2023-07-26 19:01:08,195 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.469
2023-07-26 19:01:08,209 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.467
2023-07-26 19:01:08,225 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.517
2023-07-26 19:01:08,239 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.518
2023-07-26 19:01:08,254 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.528
2023-07-26 19:01:08,269 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.562
2023-07-26 19:01:08,285 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.566
2023-07-26 19:01:08,300 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.563
2023-07-26 19:01:08,314 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.567
2023-07-26 19:01:08,329 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.571
2023-07-26 19:01:08,341 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.572
2023-07-26 19:01:08,356 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.559
2023-07-26 19:01:08,371 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.559
2023-07-26 19:01:08,385 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.560
2023-07-26 19:01:08,401 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.560
2023-07-26 19:01:08,415 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.570
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2023-07-26 19:01:08,446 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.607
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2023-07-26 19:01:08,474 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.606
2023-07-26 19:01:08,486 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.652
2023-07-26 19:01:08,502 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.655
2023-07-26 19:01:08,514 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.653
2023-07-26 19:01:08,526 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 19:01:08,540 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.676
2023-07-26 19:01:08,553 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.669
2023-07-26 19:01:08,565 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.669
2023-07-26 19:01:08,579 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.676
2023-07-26 19:01:08,593 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.678
2023-07-26 19:01:08,606 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.680
2023-07-26 19:01:08,618 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.681
2023-07-26 19:01:08,631 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.682
2023-07-26 19:01:08,646 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.677
2023-07-26 19:01:08,661 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.677
2023-07-26 19:01:08,675 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 19:01:08,690 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-26 19:01:08,706 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-26 19:01:08,721 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.680
2023-07-26 19:01:08,734 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 19:01:08,749 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-26 19:01:08,766 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 19:01:08,779 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-26 19:01:08,794 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-26 19:01:08,807 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-26 19:01:08,822 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-26 19:01:08,836 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-26 19:01:08,856 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-26 19:01:08,869 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-26 19:01:08,884 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.713
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2023-07-26 19:01:08,911 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-26 19:01:08,926 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-26 19:01:08,941 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.751
2023-07-26 19:01:08,957 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-26 19:01:08,970 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-26 19:01:08,985 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 19:01:09,000 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 19:01:09,014 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.774
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2023-07-26 19:01:09,044 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 19:01:09,053 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.764
2023-07-26 19:01:09,068 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.767
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2023-07-26 19:01:09,097 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 19:01:09,111 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 19:01:09,126 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 19:01:09,140 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.762
2023-07-26 19:01:09,155 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-26 19:01:09,169 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.764
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2023-07-26 19:01:09,199 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-26 19:01:09,213 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.770
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2023-07-26 19:01:09,240 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.767
2023-07-26 19:01:09,255 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.768
2023-07-26 19:01:09,269 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 19:01:09,283 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.773
2023-07-26 19:01:09,298 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.771
2023-07-26 19:01:09,313 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.771
2023-07-26 19:01:09,327 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.771
2023-07-26 19:01:09,340 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.772
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2023-07-26 19:01:09,684 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.759
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2023-07-26 19:01:09,755 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 19:01:09,765 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 19:01:09,778 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 19:01:10,113 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.944, mIoU: 0.763
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2023-07-26 19:01:10,352 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 19:01:11,042 semantic_segmentation INFO: Sample: 219, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 19:01:11,360 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.936, mIoU: 0.726
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2023-07-26 19:01:13,042 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.933, mIoU: 0.721
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2023-07-26 19:01:13,767 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.714
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2023-07-26 19:01:13,810 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.715
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2023-07-26 19:01:13,910 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.934, mIoU: 0.716
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2023-07-26 19:01:13,939 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.934, mIoU: 0.716
2023-07-26 19:01:13,952 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.934, mIoU: 0.718
2023-07-26 19:01:13,967 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 19:01:13,995 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 19:01:14,010 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 19:01:14,036 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.721
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2023-07-26 19:01:14,107 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 19:01:14,121 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 19:01:14,150 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 19:01:14,233 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-26 19:01:14,249 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.934, mIoU: 0.720
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2023-07-26 19:01:14,279 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 19:01:14,319 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.719
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2023-07-26 19:01:14,344 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 19:01:14,431 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.718
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2023-07-26 19:01:14,597 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.721
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2023-07-26 19:01:14,676 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 19:01:14,690 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 19:01:14,718 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.935, mIoU: 0.724
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2023-07-26 19:01:14,740 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 19:01:14,754 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.725
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2023-07-26 19:01:14,914 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.936, mIoU: 0.727
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2023-07-26 19:01:14,941 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 19:01:14,957 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 19:01:14,970 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 19:01:14,985 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 19:01:15,000 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 19:01:15,015 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 19:01:15,030 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.936, mIoU: 0.727
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2023-07-26 19:01:15,071 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 19:01:15,086 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 19:01:15,099 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 19:01:15,113 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 19:01:15,129 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 19:01:15,144 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 19:01:15,158 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 19:01:15,171 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 19:01:15,184 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 19:01:15,199 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 19:01:15,214 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 19:01:15,228 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 19:01:15,243 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 19:01:15,256 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 19:01:15,271 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.936, mIoU: 0.728
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2023-07-26 19:01:15,298 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.936, mIoU: 0.729
2023-07-26 19:01:15,313 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.936, mIoU: 0.730
2023-07-26 19:01:15,325 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.936, mIoU: 0.732
2023-07-26 19:01:15,340 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.936, mIoU: 0.732
2023-07-26 19:01:15,353 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.936, mIoU: 0.732
2023-07-26 19:01:15,364 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-26 19:01:15,376 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-26 19:01:15,391 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-26 19:01:15,405 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-26 19:01:15,423 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.936, mIoU: 0.734
2023-07-26 19:01:15,438 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:01:15,446 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:01:15,462 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:15,477 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,492 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,506 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,521 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,533 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:15,546 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,560 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,575 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,589 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.937, mIoU: 0.736
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2023-07-26 19:01:15,614 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:15,628 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,642 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,657 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,670 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:15,685 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,700 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,716 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,729 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:15,744 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:15,758 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:15,772 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:15,788 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.937, mIoU: 0.737
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2023-07-26 19:01:15,898 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:15,912 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.937, mIoU: 0.736
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2023-07-26 19:01:16,120 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 19:01:16,482 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:16,497 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:16,511 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:16,524 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:16,536 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:16,550 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,564 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,578 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,590 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,605 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,617 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,631 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:16,645 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:16,660 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,674 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,688 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,703 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,716 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:16,730 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:16,744 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:16,758 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:16,776 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:16,791 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.937, mIoU: 0.738
2023-07-26 19:01:16,807 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.937, mIoU: 0.739
2023-07-26 19:01:16,817 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.937, mIoU: 0.738
2023-07-26 19:01:16,830 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,844 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,857 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,871 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,884 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,897 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,911 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:16,927 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:16,942 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:16,958 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:16,971 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:16,985 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:16,998 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,012 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,026 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,041 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,056 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,070 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,085 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,097 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,112 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,126 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,139 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,151 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,165 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.937, mIoU: 0.737
2023-07-26 19:01:17,180 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,194 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,207 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,221 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,236 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:17,250 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:17,263 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:17,275 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:17,283 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.937, mIoU: 0.735
2023-07-26 19:01:17,297 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,312 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,327 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,342 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,357 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:01:17,372 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,387 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,402 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,415 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,430 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,444 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,458 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:17,473 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,485 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,497 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,509 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,522 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,535 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,547 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:17,560 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:17,573 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,588 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,599 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,612 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,624 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,635 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,649 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,663 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,677 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,691 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,706 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,721 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:17,734 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:17,749 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:01:17,763 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:17,780 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:17,796 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:17,812 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:01:17,827 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:01:17,840 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:01:17,852 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:01:17,865 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:17,880 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:17,896 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:01:17,908 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:01:17,921 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:01:17,935 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:17,949 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:17,964 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:17,978 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:17,992 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:18,005 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:18,019 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:01:18,032 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:18,045 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,060 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,073 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,088 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,101 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,116 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,132 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,145 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,158 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,174 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:18,190 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:18,205 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:01:18,220 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,232 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,246 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,259 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,272 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:01:18,287 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:01:18,303 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,316 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,330 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,343 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,357 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,371 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,384 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,396 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,411 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,425 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:01:18,437 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:01:18,451 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,466 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,479 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,491 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,506 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,521 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,537 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,550 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,564 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,577 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,592 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,605 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,618 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,632 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,647 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,660 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,675 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,691 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:18,706 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,721 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,733 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,745 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,758 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,771 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,783 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,796 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,811 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,825 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,837 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,851 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,866 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,880 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,895 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,907 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,920 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,935 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,950 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:18,965 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,980 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:18,993 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:19,006 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,017 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,033 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,048 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:19,063 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:19,077 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:19,088 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,101 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:19,115 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,129 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,142 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,156 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,168 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:01:19,183 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,196 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,210 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,222 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,236 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,250 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,262 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,277 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,291 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,305 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,319 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,333 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,347 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,362 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,376 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,390 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,405 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,418 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,431 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,444 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,460 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:19,474 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,490 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,505 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,516 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,531 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,546 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:19,560 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,572 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,587 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,600 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,613 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,626 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,641 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,654 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,666 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:19,677 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:19,694 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,708 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,722 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,734 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,749 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:19,764 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,779 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,794 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,808 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,826 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,841 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:19,856 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,870 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,883 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,898 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,912 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,927 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,942 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,957 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:19,970 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,984 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:19,998 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,011 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,026 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,040 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,054 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,068 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,077 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,091 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,103 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,117 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,131 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,145 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,157 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,172 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,186 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,200 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,215 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,230 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,242 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,257 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,271 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:20,286 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,298 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,312 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,327 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:20,341 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,354 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,369 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,384 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,396 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,410 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,425 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,437 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,451 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,464 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,477 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,492 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,506 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,521 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,535 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,550 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,562 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,575 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,589 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,602 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,615 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,629 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,643 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,658 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,673 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,685 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,698 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,714 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,728 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:20,741 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,756 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,768 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,784 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,798 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,814 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,829 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,845 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,855 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,871 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,886 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,899 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,913 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,927 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,942 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,955 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,969 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:20,983 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:01:20,997 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:01:21,011 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,025 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,041 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,055 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,067 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,081 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,095 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,108 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,121 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:21,134 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,149 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,163 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,169 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,182 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,194 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,206 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,217 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,232 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,246 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:21,260 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,271 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,284 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,298 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,308 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,323 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,335 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,349 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,364 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,378 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,392 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,403 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,416 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,430 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,445 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,459 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:21,474 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,487 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,497 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:21,509 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:21,522 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,534 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,548 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,561 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,576 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,591 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,607 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:21,621 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:21,636 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,650 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,665 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,680 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,695 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,709 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,723 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,738 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:21,751 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,763 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,777 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,790 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,806 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,818 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,833 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,848 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,867 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,883 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,896 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,911 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:21,925 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 19:01:21,940 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 19:01:21,954 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:01:21,967 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:01:21,980 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:01:21,994 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:01:22,008 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:01:22,023 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:01:22,037 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:01:22,052 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:01:22,067 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:01:22,081 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,095 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 19:01:22,107 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 19:01:22,121 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,131 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,143 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,157 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,169 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,183 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,198 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,212 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,227 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,242 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,256 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,270 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,282 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,297 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,310 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,324 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,338 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,351 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,365 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,378 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,392 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,407 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,422 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,437 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,451 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,464 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,476 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,491 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:01:22,504 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,517 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,532 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,546 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,561 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,573 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,586 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,601 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,616 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,631 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,644 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,656 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,671 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,685 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,701 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,715 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,730 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 19:01:22,744 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,758 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,772 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,787 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,801 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,815 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,829 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,842 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,856 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 19:01:22,900 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 19:01:22,915 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,929 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,944 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,957 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,971 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,985 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:22,999 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,014 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,028 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,043 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 19:01:23,097 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,112 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,124 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 19:01:23,132 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:23,146 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:23,161 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:23,173 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 19:01:23,188 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:23,204 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:23,216 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,229 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,244 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,258 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,273 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,289 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 19:01:23,320 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:23,334 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 19:01:23,361 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:23,375 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 19:01:23,401 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:23,414 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 19:01:23,443 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 19:01:23,485 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:23,500 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 19:01:23,514 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:23,527 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:23,542 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 19:01:23,557 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 19:01:23,614 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 19:01:23,642 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:23,656 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 19:01:23,750 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 19:01:24,405 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,419 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,433 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,448 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,463 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,477 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,491 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:24,505 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,518 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,532 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,547 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,563 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,575 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,590 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,601 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,616 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,631 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,645 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,658 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,672 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,688 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,703 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,714 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,728 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,743 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,753 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,767 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,782 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,796 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,808 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,820 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,835 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,848 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,862 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,875 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,892 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,905 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,919 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,934 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:24,949 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,963 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:24,978 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:24,994 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,007 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,022 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,037 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,051 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,066 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,078 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,091 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,106 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,120 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,135 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,147 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,160 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,174 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,188 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,201 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,214 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,228 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,243 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,257 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,271 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,285 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,300 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,313 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,327 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,341 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,354 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,368 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,383 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,397 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,411 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,426 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:25,440 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,454 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,468 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,482 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,496 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,511 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,525 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,540 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,554 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,567 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,580 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,594 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,609 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,622 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,636 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,652 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,666 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,680 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,695 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,709 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,724 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,736 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,749 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,761 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,774 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,786 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,800 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,814 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:25,827 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,839 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,853 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,864 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,877 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,892 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,909 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,925 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,940 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,953 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,967 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:25,982 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:25,995 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:26,010 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 19:01:26,040 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:26,053 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:26,068 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:01:26,083 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,097 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,111 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,123 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,137 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,151 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,166 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,180 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,192 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,207 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,221 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,235 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,249 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,263 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,278 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,292 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,302 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:26,316 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:26,329 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:26,341 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:01:26,358 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,372 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,386 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,398 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,411 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,424 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,438 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,452 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,466 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,481 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-26 19:01:26,508 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,523 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:01:26,535 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 19:01:26,591 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-26 19:01:26,674 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 19:01:26,730 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 19:01:26,810 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:26,825 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:26,841 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:26,855 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:26,870 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:26,884 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.937, mIoU: 0.733
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2023-07-26 19:01:26,920 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 19:01:26,977 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:26,992 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,007 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,021 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,036 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,049 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,063 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,079 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,094 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,109 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,123 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:01:27,140 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,153 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,167 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,181 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,196 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,209 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,222 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,236 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,250 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,265 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,279 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,293 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:01:27,308 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,322 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,334 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,349 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,361 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,375 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,390 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,404 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,418 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,431 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,445 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,459 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,474 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,488 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,502 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,516 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,531 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,544 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,558 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,571 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,586 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,601 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:01:27,616 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,630 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,645 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,659 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,668 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,683 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,696 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,711 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,725 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,739 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,753 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,764 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,773 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,789 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,803 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,817 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,829 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,843 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,857 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,869 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,883 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,897 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,910 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,924 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,936 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 19:01:27,951 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,966 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,980 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:27,992 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:28,006 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:28,020 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:28,034 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 19:01:28,049 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:28,062 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:28,075 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:28,089 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:28,105 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:01:44,452 semantic_segmentation INFO: Iters: 120810/150000 || Lr: 0.004584 || Task Loss: 0.3295 || KD Loss: 0.0464|| 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, 8:15:28 || Estimated Time: 13:35:34
2023-07-26 19:02:00,810 semantic_segmentation INFO: Iters: 120820/150000 || Lr: 0.004583 || Task Loss: 0.2090 || KD Loss: 0.0335|| 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, 8:15:45 || Estimated Time: 13:35:17
2023-07-26 19:02:17,205 semantic_segmentation INFO: Iters: 120830/150000 || Lr: 0.004581 || Task Loss: 0.2458 || KD Loss: 0.0337|| 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, 8:16:01 || Estimated Time: 13:35:01
2023-07-26 19:02:33,610 semantic_segmentation INFO: Iters: 120840/150000 || Lr: 0.004580 || Task Loss: 0.2524 || KD Loss: 0.0412|| 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, 8:16:18 || Estimated Time: 13:34:44
2023-07-26 19:02:50,006 semantic_segmentation INFO: Iters: 120850/150000 || Lr: 0.004579 || Task Loss: 0.2379 || KD Loss: 0.0369|| 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, 8:16:34 || Estimated Time: 13:34:27
2023-07-26 19:03:06,506 semantic_segmentation INFO: Iters: 120860/150000 || Lr: 0.004577 || Task Loss: 0.2074 || KD Loss: 0.0221|| 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, 8:16:50 || Estimated Time: 13:34:10
2023-07-26 19:03:22,915 semantic_segmentation INFO: Iters: 120870/150000 || Lr: 0.004576 || Task Loss: 0.1752 || KD Loss: 0.0470|| 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, 8:17:07 || Estimated Time: 13:33:53
2023-07-26 19:03:39,399 semantic_segmentation INFO: Iters: 120880/150000 || Lr: 0.004574 || Task Loss: 0.4291 || KD Loss: 0.0687|| 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, 8:17:23 || Estimated Time: 13:33:36
2023-07-26 19:03:55,935 semantic_segmentation INFO: Iters: 120890/150000 || Lr: 0.004573 || Task Loss: 0.3093 || KD Loss: 0.0466|| 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, 8:17:40 || Estimated Time: 13:33:19
2023-07-26 19:04:12,321 semantic_segmentation INFO: Iters: 120900/150000 || Lr: 0.004572 || Task Loss: 0.1391 || KD Loss: 0.0326|| 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, 8:17:56 || Estimated Time: 13:33:03
2023-07-26 19:04:28,885 semantic_segmentation INFO: Iters: 120910/150000 || Lr: 0.004570 || Task Loss: 0.3332 || KD Loss: 0.0468|| 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, 8:18:13 || Estimated Time: 13:32:46
2023-07-26 19:04:45,288 semantic_segmentation INFO: Iters: 120920/150000 || Lr: 0.004569 || Task Loss: 0.2831 || KD Loss: 0.0674|| 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, 8:18:29 || Estimated Time: 13:32:29
2023-07-26 19:05:01,650 semantic_segmentation INFO: Iters: 120930/150000 || Lr: 0.004567 || Task Loss: 0.2939 || KD Loss: 0.0435|| 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, 8:18:46 || Estimated Time: 13:32:12
2023-07-26 19:05:18,053 semantic_segmentation INFO: Iters: 120940/150000 || Lr: 0.004566 || Task Loss: 0.3118 || KD Loss: 0.0500|| 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, 8:19:02 || Estimated Time: 13:31:55
2023-07-26 19:05:34,556 semantic_segmentation INFO: Iters: 120950/150000 || Lr: 0.004564 || Task Loss: 0.2507 || KD Loss: 0.0491|| 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, 8:19:19 || Estimated Time: 13:31:38
2023-07-26 19:05:50,988 semantic_segmentation INFO: Iters: 120960/150000 || Lr: 0.004563 || Task Loss: 0.2605 || KD Loss: 0.0274|| 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, 8:19:35 || Estimated Time: 13:31:22
2023-07-26 19:06:07,415 semantic_segmentation INFO: Iters: 120970/150000 || Lr: 0.004562 || Task Loss: 0.3391 || KD Loss: 0.0562|| 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, 8:19:51 || Estimated Time: 13:31:05
2023-07-26 19:06:23,796 semantic_segmentation INFO: Iters: 120980/150000 || Lr: 0.004560 || Task Loss: 0.2822 || KD Loss: 0.0417|| 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, 8:20:08 || Estimated Time: 13:30:48
2023-07-26 19:06:40,147 semantic_segmentation INFO: Iters: 120990/150000 || Lr: 0.004559 || Task Loss: 0.2952 || KD Loss: 0.0342|| 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, 8:20:24 || Estimated Time: 13:30:31
2023-07-26 19:06:56,559 semantic_segmentation INFO: Iters: 121000/150000 || Lr: 0.004557 || Task Loss: 0.2813 || KD Loss: 0.0542|| 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, 8:20:41 || Estimated Time: 13:30:14
2023-07-26 19:07:12,945 semantic_segmentation INFO: Iters: 121010/150000 || Lr: 0.004556 || Task Loss: 0.3295 || KD Loss: 0.0753|| 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, 8:20:57 || Estimated Time: 13:29:57
2023-07-26 19:07:29,316 semantic_segmentation INFO: Iters: 121020/150000 || Lr: 0.004555 || Task Loss: 0.3220 || KD Loss: 0.0316|| 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, 8:21:13 || Estimated Time: 13:29:40
2023-07-26 19:07:45,683 semantic_segmentation INFO: Iters: 121030/150000 || Lr: 0.004553 || Task Loss: 0.3284 || KD Loss: 0.0448|| 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, 8:21:30 || Estimated Time: 13:29:24
2023-07-26 19:08:02,108 semantic_segmentation INFO: Iters: 121040/150000 || Lr: 0.004552 || Task Loss: 0.3338 || KD Loss: 0.0548|| 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, 8:21:46 || Estimated Time: 13:29:07
2023-07-26 19:08:18,472 semantic_segmentation INFO: Iters: 121050/150000 || Lr: 0.004550 || Task Loss: 0.2599 || KD Loss: 0.0336|| 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, 8:22:02 || Estimated Time: 13:28:50
2023-07-26 19:08:34,864 semantic_segmentation INFO: Iters: 121060/150000 || Lr: 0.004549 || Task Loss: 0.2851 || KD Loss: 0.0537|| 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, 8:22:19 || Estimated Time: 13:28:33
2023-07-26 19:08:51,190 semantic_segmentation INFO: Iters: 121070/150000 || Lr: 0.004548 || Task Loss: 0.3035 || KD Loss: 0.0472|| 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, 8:22:35 || Estimated Time: 13:28:16
2023-07-26 19:09:07,620 semantic_segmentation INFO: Iters: 121080/150000 || Lr: 0.004546 || Task Loss: 0.3706 || KD Loss: 0.0386|| 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, 8:22:52 || Estimated Time: 13:27:59
2023-07-26 19:09:24,002 semantic_segmentation INFO: Iters: 121090/150000 || Lr: 0.004545 || Task Loss: 0.2810 || KD Loss: 0.0472|| 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, 8:23:08 || Estimated Time: 13:27:42
2023-07-26 19:09:40,399 semantic_segmentation INFO: Iters: 121100/150000 || Lr: 0.004543 || Task Loss: 0.3104 || KD Loss: 0.0579|| 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, 8:23:24 || Estimated Time: 13:27:26
2023-07-26 19:09:56,786 semantic_segmentation INFO: Iters: 121110/150000 || Lr: 0.004542 || Task Loss: 0.2971 || KD Loss: 0.0572|| 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, 8:23:41 || Estimated Time: 13:27:09
2023-07-26 19:10:13,135 semantic_segmentation INFO: Iters: 121120/150000 || Lr: 0.004540 || Task Loss: 0.3072 || KD Loss: 0.0318|| 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, 8:23:57 || Estimated Time: 13:26:52
2023-07-26 19:10:29,563 semantic_segmentation INFO: Iters: 121130/150000 || Lr: 0.004539 || Task Loss: 0.3260 || KD Loss: 0.0398|| 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, 8:24:14 || Estimated Time: 13:26:35
2023-07-26 19:10:45,917 semantic_segmentation INFO: Iters: 121140/150000 || Lr: 0.004538 || Task Loss: 0.3014 || KD Loss: 0.0345|| 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, 8:24:30 || Estimated Time: 13:26:18
2023-07-26 19:11:02,249 semantic_segmentation INFO: Iters: 121150/150000 || Lr: 0.004536 || Task Loss: 0.2616 || KD Loss: 0.0463|| 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, 8:24:46 || Estimated Time: 13:26:01
2023-07-26 19:11:18,703 semantic_segmentation INFO: Iters: 121160/150000 || Lr: 0.004535 || Task Loss: 0.2903 || KD Loss: 0.0421|| 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, 8:25:03 || Estimated Time: 13:25:45
2023-07-26 19:11:35,083 semantic_segmentation INFO: Iters: 121170/150000 || Lr: 0.004533 || Task Loss: 0.2980 || KD Loss: 0.0404|| 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, 8:25:19 || Estimated Time: 13:25:28
2023-07-26 19:11:51,479 semantic_segmentation INFO: Iters: 121180/150000 || Lr: 0.004532 || Task Loss: 0.2388 || KD Loss: 0.0279|| 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, 8:25:35 || Estimated Time: 13:25:11
2023-07-26 19:12:07,869 semantic_segmentation INFO: Iters: 121190/150000 || Lr: 0.004531 || Task Loss: 0.3334 || KD Loss: 0.0462|| 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, 8:25:52 || Estimated Time: 13:24:54
2023-07-26 19:12:24,239 semantic_segmentation INFO: Iters: 121200/150000 || Lr: 0.004529 || Task Loss: 0.2876 || KD Loss: 0.0346|| 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, 8:26:08 || Estimated Time: 13:24:37
2023-07-26 19:12:40,632 semantic_segmentation INFO: Iters: 121210/150000 || Lr: 0.004528 || Task Loss: 0.3313 || KD Loss: 0.0467|| 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, 8:26:25 || Estimated Time: 13:24:20
2023-07-26 19:12:57,015 semantic_segmentation INFO: Iters: 121220/150000 || Lr: 0.004526 || Task Loss: 0.2743 || KD Loss: 0.0410|| 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, 8:26:41 || Estimated Time: 13:24:03
2023-07-26 19:13:13,369 semantic_segmentation INFO: Iters: 121230/150000 || Lr: 0.004525 || Task Loss: 0.2318 || KD Loss: 0.0280|| 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, 8:26:57 || Estimated Time: 13:23:47
2023-07-26 19:13:29,777 semantic_segmentation INFO: Iters: 121240/150000 || Lr: 0.004523 || Task Loss: 0.3319 || KD Loss: 0.0518|| 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, 8:27:14 || Estimated Time: 13:23:30
2023-07-26 19:13:46,161 semantic_segmentation INFO: Iters: 121250/150000 || Lr: 0.004522 || Task Loss: 0.2818 || KD Loss: 0.0502|| 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, 8:27:30 || Estimated Time: 13:23:13
2023-07-26 19:14:02,521 semantic_segmentation INFO: Iters: 121260/150000 || Lr: 0.004521 || Task Loss: 0.3472 || KD Loss: 0.0506|| 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, 8:27:47 || Estimated Time: 13:22:56
2023-07-26 19:14:18,908 semantic_segmentation INFO: Iters: 121270/150000 || Lr: 0.004519 || Task Loss: 0.2744 || KD Loss: 0.0401|| 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, 8:28:03 || Estimated Time: 13:22:39
2023-07-26 19:14:35,313 semantic_segmentation INFO: Iters: 121280/150000 || Lr: 0.004518 || Task Loss: 0.4012 || KD Loss: 0.0538|| 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, 8:28:19 || Estimated Time: 13:22:22
2023-07-26 19:14:51,663 semantic_segmentation INFO: Iters: 121290/150000 || Lr: 0.004516 || Task Loss: 0.2419 || KD Loss: 0.0330|| 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, 8:28:36 || Estimated Time: 13:22:05
2023-07-26 19:15:08,011 semantic_segmentation INFO: Iters: 121300/150000 || Lr: 0.004515 || Task Loss: 0.2142 || KD Loss: 0.0375|| 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, 8:28:52 || Estimated Time: 13:21:49
2023-07-26 19:15:24,430 semantic_segmentation INFO: Iters: 121310/150000 || Lr: 0.004514 || Task Loss: 0.3753 || KD Loss: 0.0482|| 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, 8:29:08 || Estimated Time: 13:21:32
2023-07-26 19:15:40,818 semantic_segmentation INFO: Iters: 121320/150000 || Lr: 0.004512 || Task Loss: 0.3436 || KD Loss: 0.0317|| 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, 8:29:25 || Estimated Time: 13:21:15
2023-07-26 19:15:57,220 semantic_segmentation INFO: Iters: 121330/150000 || Lr: 0.004511 || Task Loss: 0.2423 || KD Loss: 0.0371|| 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, 8:29:41 || Estimated Time: 13:20:58
2023-07-26 19:16:13,615 semantic_segmentation INFO: Iters: 121340/150000 || Lr: 0.004509 || Task Loss: 0.2067 || KD Loss: 0.0232|| 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, 8:29:58 || Estimated Time: 13:20:41
2023-07-26 19:16:29,939 semantic_segmentation INFO: Iters: 121350/150000 || Lr: 0.004508 || Task Loss: 0.2473 || KD Loss: 0.0339|| 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, 8:30:14 || Estimated Time: 13:20:24
2023-07-26 19:16:46,372 semantic_segmentation INFO: Iters: 121360/150000 || Lr: 0.004506 || Task Loss: 0.7066 || KD Loss: 0.1336|| 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, 8:30:30 || Estimated Time: 13:20:07
2023-07-26 19:17:02,797 semantic_segmentation INFO: Iters: 121370/150000 || Lr: 0.004505 || Task Loss: 0.4099 || KD Loss: 0.0622|| 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, 8:30:47 || Estimated Time: 13:19:51
2023-07-26 19:17:19,316 semantic_segmentation INFO: Iters: 121380/150000 || Lr: 0.004504 || Task Loss: 0.2349 || KD Loss: 0.0440|| 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, 8:31:03 || Estimated Time: 13:19:34
2023-07-26 19:17:36,121 semantic_segmentation INFO: Iters: 121390/150000 || Lr: 0.004502 || Task Loss: 0.2236 || KD Loss: 0.0380|| 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, 8:31:20 || Estimated Time: 13:19:17
2023-07-26 19:17:52,530 semantic_segmentation INFO: Iters: 121400/150000 || Lr: 0.004501 || Task Loss: 0.2180 || KD Loss: 0.0272|| 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, 8:31:37 || Estimated Time: 13:19:00
2023-07-26 19:18:08,923 semantic_segmentation INFO: Iters: 121410/150000 || Lr: 0.004499 || Task Loss: 0.3146 || KD Loss: 0.0663|| 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, 8:31:53 || Estimated Time: 13:18:43
2023-07-26 19:18:25,283 semantic_segmentation INFO: Iters: 121420/150000 || Lr: 0.004498 || Task Loss: 0.2351 || KD Loss: 0.0362|| 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, 8:32:09 || Estimated Time: 13:18:26
2023-07-26 19:18:41,660 semantic_segmentation INFO: Iters: 121430/150000 || Lr: 0.004497 || Task Loss: 0.2903 || KD Loss: 0.0342|| 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, 8:32:26 || Estimated Time: 13:18:10
2023-07-26 19:18:58,021 semantic_segmentation INFO: Iters: 121440/150000 || Lr: 0.004495 || Task Loss: 0.2776 || KD Loss: 0.0414|| 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, 8:32:42 || Estimated Time: 13:17:53
2023-07-26 19:19:14,429 semantic_segmentation INFO: Iters: 121450/150000 || Lr: 0.004494 || Task Loss: 0.3792 || KD Loss: 0.0591|| 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, 8:32:58 || Estimated Time: 13:17:36
2023-07-26 19:19:30,803 semantic_segmentation INFO: Iters: 121460/150000 || Lr: 0.004492 || Task Loss: 0.2829 || KD Loss: 0.0304|| 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, 8:33:15 || Estimated Time: 13:17:19
2023-07-26 19:19:47,215 semantic_segmentation INFO: Iters: 121470/150000 || Lr: 0.004491 || Task Loss: 0.1665 || KD Loss: 0.0208|| 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, 8:33:31 || Estimated Time: 13:17:02
2023-07-26 19:20:03,574 semantic_segmentation INFO: Iters: 121480/150000 || Lr: 0.004489 || Task Loss: 0.2146 || KD Loss: 0.0256|| 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, 8:33:48 || Estimated Time: 13:16:45
2023-07-26 19:20:19,959 semantic_segmentation INFO: Iters: 121490/150000 || Lr: 0.004488 || Task Loss: 0.3526 || KD Loss: 0.0465|| 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, 8:34:04 || Estimated Time: 13:16:29
2023-07-26 19:20:36,367 semantic_segmentation INFO: Iters: 121500/150000 || Lr: 0.004487 || Task Loss: 0.2325 || KD Loss: 0.0239|| 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, 8:34:20 || Estimated Time: 13:16:12
2023-07-26 19:20:52,748 semantic_segmentation INFO: Iters: 121510/150000 || Lr: 0.004485 || Task Loss: 0.3344 || KD Loss: 0.0413|| 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, 8:34:37 || Estimated Time: 13:15:55
2023-07-26 19:21:09,119 semantic_segmentation INFO: Iters: 121520/150000 || Lr: 0.004484 || Task Loss: 0.2261 || KD Loss: 0.0486|| 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, 8:34:53 || Estimated Time: 13:15:38
2023-07-26 19:21:25,450 semantic_segmentation INFO: Iters: 121530/150000 || Lr: 0.004482 || Task Loss: 0.2718 || KD Loss: 0.0395|| 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, 8:35:09 || Estimated Time: 13:15:21
2023-07-26 19:21:41,862 semantic_segmentation INFO: Iters: 121540/150000 || Lr: 0.004481 || Task Loss: 0.2714 || KD Loss: 0.0373|| 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, 8:35:26 || Estimated Time: 13:15:04
2023-07-26 19:21:58,230 semantic_segmentation INFO: Iters: 121550/150000 || Lr: 0.004480 || Task Loss: 0.3078 || KD Loss: 0.0470|| 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, 8:35:42 || Estimated Time: 13:14:47
2023-07-26 19:22:14,614 semantic_segmentation INFO: Iters: 121560/150000 || Lr: 0.004478 || Task Loss: 0.2866 || KD Loss: 0.0384|| 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, 8:35:59 || Estimated Time: 13:14:31
2023-07-26 19:22:31,015 semantic_segmentation INFO: Iters: 121570/150000 || Lr: 0.004477 || Task Loss: 0.4388 || KD Loss: 0.0747|| 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, 8:36:15 || Estimated Time: 13:14:14
2023-07-26 19:22:47,435 semantic_segmentation INFO: Iters: 121580/150000 || Lr: 0.004475 || Task Loss: 0.2639 || KD Loss: 0.0450|| 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, 8:36:31 || Estimated Time: 13:13:57
2023-07-26 19:23:03,823 semantic_segmentation INFO: Iters: 121590/150000 || Lr: 0.004474 || Task Loss: 0.2801 || KD Loss: 0.0301|| 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, 8:36:48 || Estimated Time: 13:13:40
2023-07-26 19:23:20,245 semantic_segmentation INFO: Iters: 121600/150000 || Lr: 0.004472 || Task Loss: 0.4598 || KD Loss: 0.0998|| 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, 8:37:04 || Estimated Time: 13:13:23
2023-07-26 19:23:20,358 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:23:20,822 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.091
2023-07-26 19:23:20,851 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.136
2023-07-26 19:23:20,863 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-26 19:23:20,877 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.982, mIoU: 0.171
2023-07-26 19:23:20,890 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.245
2023-07-26 19:23:20,903 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.287
2023-07-26 19:23:20,916 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.333
2023-07-26 19:23:20,930 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.338
2023-07-26 19:23:20,943 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.379
2023-07-26 19:23:20,957 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.416
2023-07-26 19:23:20,971 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.478
2023-07-26 19:23:20,985 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.970, mIoU: 0.524
2023-07-26 19:23:20,997 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.493
2023-07-26 19:23:21,011 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.477
2023-07-26 19:23:21,024 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.476
2023-07-26 19:23:21,036 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.470
2023-07-26 19:23:21,047 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.462
2023-07-26 19:23:21,059 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.462
2023-07-26 19:23:21,073 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.459
2023-07-26 19:23:21,089 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.522
2023-07-26 19:23:21,104 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.524
2023-07-26 19:23:21,119 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.528
2023-07-26 19:23:21,134 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.564
2023-07-26 19:23:21,149 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.564
2023-07-26 19:23:21,165 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.563
2023-07-26 19:23:21,179 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.568
2023-07-26 19:23:21,193 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.566
2023-07-26 19:23:21,204 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.568
2023-07-26 19:23:21,219 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.556
2023-07-26 19:23:21,233 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.556
2023-07-26 19:23:21,247 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.557
2023-07-26 19:23:21,262 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.557
2023-07-26 19:23:21,276 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.564
2023-07-26 19:23:21,291 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.561
2023-07-26 19:23:21,306 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.595
2023-07-26 19:23:21,321 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.595
2023-07-26 19:23:21,334 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.595
2023-07-26 19:23:21,347 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.639
2023-07-26 19:23:21,364 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.648
2023-07-26 19:23:21,377 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.647
2023-07-26 19:23:21,390 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.663
2023-07-26 19:23:21,405 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.663
2023-07-26 19:23:21,419 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.660
2023-07-26 19:23:21,433 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.660
2023-07-26 19:23:21,448 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.672
2023-07-26 19:23:21,463 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.674
2023-07-26 19:23:21,476 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 19:23:21,488 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 19:23:21,503 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.678
2023-07-26 19:23:21,520 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.676
2023-07-26 19:23:21,534 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-26 19:23:21,549 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.674
2023-07-26 19:23:21,561 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-26 19:23:21,576 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.672
2023-07-26 19:23:21,590 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.677
2023-07-26 19:23:21,602 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.676
2023-07-26 19:23:21,617 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-26 19:23:21,633 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-26 19:23:21,645 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-26 19:23:21,659 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-26 19:23:21,671 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-26 19:23:21,686 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-26 19:23:21,698 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-26 19:23:21,715 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-26 19:23:21,728 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-26 19:23:21,742 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.709
2023-07-26 19:23:21,757 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.709
2023-07-26 19:23:21,769 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.756
2023-07-26 19:23:21,783 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.953, mIoU: 0.756
2023-07-26 19:23:21,798 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-26 19:23:21,813 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-26 19:23:21,825 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-26 19:23:21,839 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-26 19:23:21,854 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-26 19:23:21,868 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-26 19:23:21,882 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-26 19:23:21,897 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-26 19:23:21,906 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 19:23:21,922 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-26 19:23:21,938 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-26 19:23:21,952 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 19:23:21,967 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-26 19:23:21,982 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 19:23:21,997 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-26 19:23:22,013 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-26 19:23:22,028 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 19:23:22,044 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-26 19:23:22,059 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-26 19:23:22,075 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 19:23:22,088 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 19:23:22,104 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 19:23:22,119 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.761
2023-07-26 19:23:22,133 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-26 19:23:22,148 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-26 19:23:22,162 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 19:23:22,177 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 19:23:22,189 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 19:23:22,202 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 19:23:22,216 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 19:23:22,228 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-26 19:23:22,242 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 19:23:22,255 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-26 19:23:22,268 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-26 19:23:22,281 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 19:23:22,295 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 19:23:22,307 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 19:23:22,322 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 19:23:22,336 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 19:23:22,349 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 19:23:22,361 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.759
2023-07-26 19:23:22,373 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 19:23:22,386 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 19:23:22,401 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 19:23:22,415 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 19:23:22,430 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.762
2023-07-26 19:23:22,442 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.762
2023-07-26 19:23:22,455 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-26 19:23:22,469 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-26 19:23:22,482 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-26 19:23:22,496 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 19:23:22,512 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 19:23:22,527 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 19:23:22,541 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 19:23:22,556 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 19:23:22,571 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-26 19:23:22,580 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-26 19:23:22,592 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-26 19:23:22,608 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-26 19:23:22,617 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-26 19:23:22,630 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.736
2023-07-26 19:23:22,645 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.736
2023-07-26 19:23:22,660 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-26 19:23:22,673 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-26 19:23:22,689 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-26 19:23:22,702 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-26 19:23:22,714 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.737
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2023-07-26 19:23:23,168 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.716
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2023-07-26 19:23:24,205 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.937, mIoU: 0.707
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2023-07-26 19:23:25,462 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.937, mIoU: 0.720
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2023-07-26 19:23:25,490 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 19:23:25,528 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.936, mIoU: 0.715
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2023-07-26 19:23:25,556 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,572 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,586 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,601 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 19:23:25,617 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 19:23:25,631 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.936, mIoU: 0.714
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2023-07-26 19:23:25,674 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,689 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,702 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,716 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,729 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,742 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,756 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-26 19:23:25,768 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,783 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:25,797 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:25,811 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:25,820 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:25,829 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:25,843 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:25,856 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:25,868 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:25,882 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 19:23:25,897 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 19:23:25,911 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 19:23:25,923 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 19:23:25,938 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 19:23:25,950 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 19:23:25,965 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:25,978 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:25,993 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 19:23:26,007 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 19:23:26,023 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 19:23:26,035 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-26 19:23:26,050 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 19:23:26,080 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 19:23:26,094 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 19:23:26,109 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 19:23:26,123 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,138 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,152 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,167 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,181 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,194 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,208 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,223 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,237 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,252 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,267 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 19:23:26,281 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,296 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,307 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-26 19:23:26,322 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 19:23:26,335 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,350 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,365 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,380 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,392 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,405 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,421 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,434 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,448 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,463 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,477 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-26 19:23:26,492 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 19:23:26,504 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 19:23:26,519 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-26 19:23:26,533 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.937, mIoU: 0.706
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2023-07-26 19:23:26,560 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-26 19:23:26,576 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.935, mIoU: 0.703
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2023-07-26 19:23:26,629 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.704
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2023-07-26 19:23:26,731 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.705
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2023-07-26 19:23:26,759 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,771 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,788 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.706
2023-07-26 19:23:26,801 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-26 19:23:26,816 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 19:23:26,831 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 19:23:26,844 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-26 19:23:26,858 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 19:23:26,873 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 19:23:26,885 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 19:23:26,900 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 19:23:26,915 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-26 19:23:26,928 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-26 19:23:26,943 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-26 19:23:26,957 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:26,971 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:26,986 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,001 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,015 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-26 19:23:27,029 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,043 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,056 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,069 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,085 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,100 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,115 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,130 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,143 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.712
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2023-07-26 19:23:27,209 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,224 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,239 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,254 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,270 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,285 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,293 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,304 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,318 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,331 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,345 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-26 19:23:27,357 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,372 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,387 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-26 19:23:27,402 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.715
2023-07-26 19:23:27,416 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.715
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2023-07-26 19:23:27,458 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.716
2023-07-26 19:23:27,472 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 19:23:27,485 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 19:23:27,500 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.717
2023-07-26 19:23:27,511 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-26 19:23:27,525 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.717
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2023-07-26 19:23:27,553 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.718
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2023-07-26 19:23:27,582 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.719
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2023-07-26 19:23:27,606 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 19:23:27,636 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.721
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2023-07-26 19:23:27,661 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.721
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2023-07-26 19:23:27,704 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.722
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2023-07-26 19:23:27,783 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.724
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2023-07-26 19:23:27,811 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-26 19:23:27,826 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-26 19:23:27,839 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-26 19:23:27,854 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-26 19:23:27,870 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.940, mIoU: 0.726
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2023-07-26 19:23:27,900 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-26 19:23:27,914 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 19:23:27,941 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 19:23:27,955 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.938, mIoU: 0.718
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2023-07-26 19:23:27,999 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 19:23:28,014 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.938, mIoU: 0.720
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2023-07-26 19:23:28,099 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 19:23:28,114 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 19:23:28,127 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 19:23:28,142 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-26 19:23:28,156 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 19:23:28,169 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-26 19:23:28,184 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:28,195 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:28,210 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:28,223 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:28,234 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:28,246 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:28,260 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 19:23:28,275 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 19:23:28,289 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 19:23:28,303 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:28,312 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:28,327 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,342 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,356 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,371 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,385 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,397 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,410 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,424 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,438 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,452 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,465 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,478 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,493 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,507 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,522 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:28,535 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:28,550 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:28,566 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:28,581 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:28,595 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:28,611 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,627 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:28,640 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,655 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,669 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,683 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,697 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,710 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,725 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,739 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,754 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,764 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,778 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,793 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,805 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:23:28,820 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,832 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,846 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,860 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,874 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,887 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,899 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:28,912 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:28,927 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,941 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,956 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,970 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,985 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:28,997 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:23:29,012 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:23:29,027 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:23:29,039 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 19:23:29,054 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,068 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,083 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,097 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,112 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,123 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,137 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,152 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,166 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,180 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,195 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,206 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,221 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:29,235 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,250 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:29,262 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:29,277 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:29,290 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:29,305 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:29,320 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:29,335 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:29,349 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:29,363 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:29,378 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:29,391 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:29,404 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:29,418 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,433 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,447 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,459 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,475 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,489 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,504 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,519 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,535 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,551 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,566 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,580 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,595 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,609 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:23:29,630 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:23:29,646 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:23:29,663 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:23:29,678 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,692 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:23:29,702 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,715 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,729 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,742 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,756 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,769 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,781 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,796 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,812 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,827 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,842 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,854 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,868 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,881 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,894 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:29,909 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,924 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,938 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:29,953 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,967 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,980 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:29,994 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:30,009 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,021 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,034 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,048 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,063 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:30,078 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:30,091 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:30,105 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 19:23:30,120 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,135 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,147 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,160 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,168 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,182 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 19:23:30,197 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,211 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,227 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,241 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,256 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,271 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,285 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,298 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 19:23:30,313 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,327 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,341 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,355 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,368 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,380 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,393 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.740
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2023-07-26 19:23:30,444 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.741
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2023-07-26 19:23:30,521 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 19:23:30,551 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 19:23:30,595 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 19:23:30,623 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 19:23:30,701 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 19:23:30,743 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:23:30,756 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 19:23:30,787 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:23:30,800 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:23:30,814 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:23:30,829 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,843 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,858 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,873 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,887 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,900 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 19:23:30,915 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,927 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:30,940 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,955 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,968 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,983 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:30,996 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,010 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,025 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,037 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,049 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,064 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,079 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,093 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,107 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,119 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,131 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,145 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,158 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,172 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,189 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,201 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,216 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,229 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,243 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,258 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,270 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,283 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,297 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 19:23:31,312 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 19:23:31,325 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 19:23:31,340 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,355 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,369 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,382 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,397 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,413 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,430 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,443 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,457 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,470 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,486 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,499 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,512 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 19:23:31,527 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,541 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,554 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,569 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,583 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,598 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,614 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,627 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,639 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 19:23:31,654 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,667 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,679 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,692 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:31,707 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,719 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,731 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,745 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,760 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,775 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,790 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,802 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,815 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,829 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,844 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,858 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,872 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,885 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 19:23:31,897 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,908 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,923 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,938 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,952 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,966 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:31,977 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:31,991 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:32,005 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,020 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,032 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,047 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,060 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:32,075 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,088 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,103 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,116 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:32,130 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:32,145 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,158 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,173 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,188 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,203 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,217 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,232 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,247 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,261 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,275 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,290 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,304 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,317 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,331 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,344 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,360 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,374 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,390 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,405 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,417 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,431 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,447 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,462 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,475 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,490 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,504 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,517 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,531 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,546 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,560 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,574 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,585 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,602 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,617 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,632 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:32,646 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:32,662 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,677 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,692 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:32,707 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,720 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,734 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,747 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,762 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,775 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,788 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:32,803 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,815 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,830 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,844 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,859 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,873 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,887 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,901 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,915 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,930 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,944 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,959 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,975 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,984 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:32,998 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:33,011 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:33,025 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:33,040 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,055 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,067 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,082 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,096 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,110 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,126 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,141 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,154 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,169 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,184 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 19:23:33,199 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,212 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,227 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,242 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:33,258 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,271 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,285 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,301 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,314 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,328 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,343 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,356 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,370 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,382 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,396 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,410 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,424 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,438 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,454 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,468 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,481 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,493 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,507 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,520 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,532 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,546 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,560 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,574 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,589 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,602 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,615 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,630 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,645 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,658 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,674 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,687 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,701 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,715 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,730 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,745 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,759 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,768 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,784 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,800 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,813 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,828 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,843 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,859 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,872 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,887 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,902 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:33,918 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,933 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,948 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:33,965 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:33,980 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:33,993 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:34,007 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:34,022 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:34,035 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:34,048 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,062 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,077 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,091 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,099 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,111 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,124 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,136 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,148 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:34,162 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,176 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,191 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,203 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,216 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,231 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,241 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:34,256 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,269 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,284 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,299 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,314 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,329 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,340 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,353 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,368 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,383 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,397 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,412 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,424 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,434 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,445 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,459 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,470 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,485 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,497 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,511 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,526 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,541 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,554 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,569 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,583 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,597 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,612 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,626 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,640 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,655 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,671 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,686 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,699 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 19:23:34,714 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,726 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:34,742 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-26 19:23:34,755 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-26 19:23:34,770 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,784 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,802 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,817 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,829 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,844 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,858 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,873 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,887 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,900 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,912 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,927 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 19:23:34,941 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 19:23:34,956 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 19:23:34,971 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 19:23:34,986 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 19:23:35,001 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 19:23:35,015 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,030 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,042 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,057 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,067 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,080 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,095 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,107 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,121 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,136 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-26 19:23:35,151 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,166 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,181 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,196 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,211 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,222 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,237 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,249 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,264 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,278 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,290 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,305 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,317 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,331 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,345 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,360 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,374 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,388 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,401 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,413 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,428 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,440 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,454 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,470 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,485 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,499 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,512 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,525 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,540 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,555 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,570 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,583 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,596 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,611 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,625 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,640 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,654 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-26 19:23:35,668 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,684 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,699 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,714 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,729 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,743 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-26 19:23:35,757 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,771 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,784 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,799 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,813 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,829 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,842 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-26 19:23:35,856 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:35,871 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,887 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,900 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,915 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,930 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,944 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,960 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,976 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:35,991 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,004 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,019 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,034 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,046 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,060 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,072 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 19:23:36,081 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,095 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,109 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,122 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,136 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,150 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,162 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,175 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,189 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,203 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,217 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,233 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.732
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2023-07-26 19:23:36,264 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:36,278 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 19:23:36,291 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 19:23:36,306 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,321 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,335 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,347 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,360 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,375 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,390 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 19:23:36,419 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,431 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 19:23:36,473 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,487 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,502 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,516 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,530 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.941, mIoU: 0.734
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2023-07-26 19:23:36,556 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,570 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 19:23:36,598 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:36,610 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,625 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,637 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,650 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,661 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 19:23:36,691 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 19:23:36,721 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,730 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,743 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,758 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.941, mIoU: 0.734
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2023-07-26 19:23:36,828 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,841 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:36,854 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,868 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 19:23:36,895 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,907 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:36,919 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.941, mIoU: 0.732
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2023-07-26 19:23:36,989 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:37,003 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:37,018 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:37,029 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 19:23:37,043 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 19:23:37,098 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,111 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,126 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,140 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,154 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,167 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,181 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 19:23:37,198 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.941, mIoU: 0.734
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2023-07-26 19:23:37,307 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 19:23:37,490 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,506 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,518 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,533 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,545 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,559 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,574 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,589 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,601 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,616 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,632 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 19:23:37,687 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,699 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,715 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,730 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,745 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,757 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,769 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,784 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,797 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,812 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,824 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,839 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,851 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,864 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,878 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,893 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,908 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 19:23:37,922 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,938 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,951 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,966 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:37,980 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 19:23:38,009 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,021 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:38,034 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:38,049 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:38,064 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:38,079 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:38,091 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,104 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:38,119 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 19:23:38,133 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,146 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,159 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,173 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,188 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,202 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,217 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 19:23:38,231 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.940, mIoU: 0.731
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2023-07-26 19:23:38,259 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,273 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,288 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 19:23:38,300 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.940, mIoU: 0.731
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2023-07-26 19:23:38,357 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-26 19:23:38,385 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-26 19:23:38,828 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,842 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,856 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,870 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,883 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,895 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,909 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 19:23:38,923 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,935 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,950 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,965 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,980 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:38,992 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,006 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,021 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,034 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,049 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,062 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,076 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,090 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,105 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,119 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,132 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,147 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,163 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,179 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,194 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,209 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,224 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,239 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,250 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,264 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,277 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,289 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 19:23:39,306 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,320 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,334 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,346 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,359 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,372 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,387 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,401 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,415 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,429 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,442 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,457 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,472 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,485 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,499 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,514 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,526 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,541 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,552 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,567 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,582 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,596 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,611 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,623 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,636 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,650 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 19:23:39,664 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,678 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,691 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,703 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,718 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,734 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,749 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 19:23:39,761 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:39,776 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:39,792 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:39,807 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:39,822 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 19:23:39,836 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,844 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,859 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,871 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,884 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,898 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 19:23:39,913 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 19:23:39,927 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,942 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,958 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,972 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:39,987 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,000 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,014 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,030 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,044 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,059 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,073 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,089 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,102 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,116 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,130 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,144 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,157 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,170 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,184 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,199 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,213 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:40,228 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,242 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,256 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,271 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,283 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,298 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,310 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,324 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,340 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,355 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,370 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,383 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,398 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,413 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,428 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,442 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,458 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,473 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,488 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,501 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,515 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,528 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,542 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,556 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,570 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-26 19:23:40,585 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,599 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,612 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,621 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,635 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,647 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,661 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,675 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,689 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,703 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,714 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,723 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,740 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,755 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,770 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,783 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,798 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,813 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,826 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,841 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,856 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,870 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,885 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,898 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,913 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,928 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,942 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,954 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,969 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,983 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-26 19:23:40,997 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:41,011 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:41,024 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:41,037 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:41,051 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 19:23:41,066 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 19:23:59,580 semantic_segmentation INFO: Iters: 121610/150000 || Lr: 0.004471 || Task Loss: 0.2650 || KD Loss: 0.0316|| 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, 8:37:44 || Estimated Time: 13:13:12
2023-07-26 19:24:17,312 semantic_segmentation INFO: Iters: 121620/150000 || Lr: 0.004470 || Task Loss: 0.3734 || KD Loss: 0.0530|| 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, 8:38:01 || Estimated Time: 13:12:55
2023-07-26 19:24:33,725 semantic_segmentation INFO: Iters: 121630/150000 || Lr: 0.004468 || Task Loss: 0.2885 || KD Loss: 0.0461|| 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, 8:38:18 || Estimated Time: 13:12:38
2023-07-26 19:24:50,083 semantic_segmentation INFO: Iters: 121640/150000 || Lr: 0.004467 || Task Loss: 0.3683 || KD Loss: 0.0665|| 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, 8:38:34 || Estimated Time: 13:12:21
2023-07-26 19:25:06,492 semantic_segmentation INFO: Iters: 121650/150000 || Lr: 0.004465 || Task Loss: 0.2356 || KD Loss: 0.0313|| 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, 8:38:50 || Estimated Time: 13:12:05
2023-07-26 19:25:22,983 semantic_segmentation INFO: Iters: 121660/150000 || Lr: 0.004464 || Task Loss: 0.2232 || KD Loss: 0.0360|| 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, 8:39:07 || Estimated Time: 13:11:48
2023-07-26 19:25:39,461 semantic_segmentation INFO: Iters: 121670/150000 || Lr: 0.004463 || Task Loss: 0.3957 || KD Loss: 0.0773|| 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, 8:39:23 || Estimated Time: 13:11:31
2023-07-26 19:25:56,146 semantic_segmentation INFO: Iters: 121680/150000 || Lr: 0.004461 || Task Loss: 0.2614 || KD Loss: 0.0448|| 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, 8:39:40 || Estimated Time: 13:11:14
2023-07-26 19:26:12,533 semantic_segmentation INFO: Iters: 121690/150000 || Lr: 0.004460 || Task Loss: 0.2718 || KD Loss: 0.0543|| 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, 8:39:57 || Estimated Time: 13:10:57
2023-07-26 19:26:28,962 semantic_segmentation INFO: Iters: 121700/150000 || Lr: 0.004458 || Task Loss: 0.2768 || KD Loss: 0.0401|| 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, 8:40:13 || Estimated Time: 13:10:40
2023-07-26 19:26:45,353 semantic_segmentation INFO: Iters: 121710/150000 || Lr: 0.004457 || Task Loss: 0.4042 || KD Loss: 0.0590|| 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, 8:40:29 || Estimated Time: 13:10:24
2023-07-26 19:27:01,792 semantic_segmentation INFO: Iters: 121720/150000 || Lr: 0.004455 || Task Loss: 0.2420 || KD Loss: 0.0316|| 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, 8:40:46 || Estimated Time: 13:10:07
2023-07-26 19:27:18,173 semantic_segmentation INFO: Iters: 121730/150000 || Lr: 0.004454 || Task Loss: 0.3069 || KD Loss: 0.0407|| 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, 8:41:02 || Estimated Time: 13:09:50
2023-07-26 19:27:34,606 semantic_segmentation INFO: Iters: 121740/150000 || Lr: 0.004453 || Task Loss: 0.2141 || KD Loss: 0.0300|| 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, 8:41:19 || Estimated Time: 13:09:33
2023-07-26 19:27:51,115 semantic_segmentation INFO: Iters: 121750/150000 || Lr: 0.004451 || Task Loss: 0.2940 || KD Loss: 0.0646|| 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, 8:41:35 || Estimated Time: 13:09:16
2023-07-26 19:28:07,508 semantic_segmentation INFO: Iters: 121760/150000 || Lr: 0.004450 || Task Loss: 0.2464 || KD Loss: 0.0392|| 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, 8:41:51 || Estimated Time: 13:08:59
2023-07-26 19:28:23,899 semantic_segmentation INFO: Iters: 121770/150000 || Lr: 0.004448 || Task Loss: 0.2095 || KD Loss: 0.0369|| 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, 8:42:08 || Estimated Time: 13:08:43
2023-07-26 19:28:40,309 semantic_segmentation INFO: Iters: 121780/150000 || Lr: 0.004447 || Task Loss: 0.2753 || KD Loss: 0.0469|| 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, 8:42:24 || Estimated Time: 13:08:26
2023-07-26 19:28:56,647 semantic_segmentation INFO: Iters: 121790/150000 || Lr: 0.004446 || Task Loss: 0.3526 || KD Loss: 0.0491|| 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, 8:42:41 || Estimated Time: 13:08:09
2023-07-26 19:29:13,055 semantic_segmentation INFO: Iters: 121800/150000 || Lr: 0.004444 || Task Loss: 0.2793 || KD Loss: 0.0345|| 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, 8:42:57 || Estimated Time: 13:07:52
2023-07-26 19:29:29,446 semantic_segmentation INFO: Iters: 121810/150000 || Lr: 0.004443 || Task Loss: 0.3742 || KD Loss: 0.0548|| 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, 8:43:13 || Estimated Time: 13:07:35
2023-07-26 19:29:45,827 semantic_segmentation INFO: Iters: 121820/150000 || Lr: 0.004441 || Task Loss: 0.2357 || KD Loss: 0.0323|| 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, 8:43:30 || Estimated Time: 13:07:18
2023-07-26 19:30:02,219 semantic_segmentation INFO: Iters: 121830/150000 || Lr: 0.004440 || Task Loss: 0.3494 || KD Loss: 0.0432|| 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, 8:43:46 || Estimated Time: 13:07:01
2023-07-26 19:30:18,564 semantic_segmentation INFO: Iters: 121840/150000 || Lr: 0.004438 || Task Loss: 0.2322 || KD Loss: 0.0427|| 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, 8:44:03 || Estimated Time: 13:06:45
2023-07-26 19:30:34,994 semantic_segmentation INFO: Iters: 121850/150000 || Lr: 0.004437 || Task Loss: 0.3607 || KD Loss: 0.0329|| 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, 8:44:19 || Estimated Time: 13:06:28
2023-07-26 19:30:51,368 semantic_segmentation INFO: Iters: 121860/150000 || Lr: 0.004436 || Task Loss: 0.2479 || KD Loss: 0.0393|| 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, 8:44:35 || Estimated Time: 13:06:11
2023-07-26 19:31:07,765 semantic_segmentation INFO: Iters: 121870/150000 || Lr: 0.004434 || Task Loss: 0.3266 || KD Loss: 0.0679|| 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, 8:44:52 || Estimated Time: 13:05:54
2023-07-26 19:31:24,154 semantic_segmentation INFO: Iters: 121880/150000 || Lr: 0.004433 || Task Loss: 0.2425 || KD Loss: 0.0209|| 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, 8:45:08 || Estimated Time: 13:05:37
2023-07-26 19:31:40,538 semantic_segmentation INFO: Iters: 121890/150000 || Lr: 0.004431 || Task Loss: 0.2784 || KD Loss: 0.0409|| 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, 8:45:25 || Estimated Time: 13:05:20
2023-07-26 19:31:56,899 semantic_segmentation INFO: Iters: 121900/150000 || Lr: 0.004430 || Task Loss: 0.2740 || KD Loss: 0.0528|| 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, 8:45:41 || Estimated Time: 13:05:04
2023-07-26 19:32:13,321 semantic_segmentation INFO: Iters: 121910/150000 || Lr: 0.004429 || Task Loss: 0.2478 || KD Loss: 0.0371|| 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, 8:45:57 || Estimated Time: 13:04:47
2023-07-26 19:32:29,674 semantic_segmentation INFO: Iters: 121920/150000 || Lr: 0.004427 || Task Loss: 0.2910 || KD Loss: 0.0314|| 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, 8:46:14 || Estimated Time: 13:04:30
2023-07-26 19:32:46,057 semantic_segmentation INFO: Iters: 121930/150000 || Lr: 0.004426 || Task Loss: 0.2665 || KD Loss: 0.0445|| 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, 8:46:30 || Estimated Time: 13:04:13
2023-07-26 19:33:02,432 semantic_segmentation INFO: Iters: 121940/150000 || Lr: 0.004424 || Task Loss: 0.2045 || KD Loss: 0.0263|| 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, 8:46:46 || Estimated Time: 13:03:56
2023-07-26 19:33:18,825 semantic_segmentation INFO: Iters: 121950/150000 || Lr: 0.004423 || Task Loss: 0.2416 || KD Loss: 0.0383|| 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, 8:47:03 || Estimated Time: 13:03:39
2023-07-26 19:33:35,167 semantic_segmentation INFO: Iters: 121960/150000 || Lr: 0.004421 || Task Loss: 0.3510 || KD Loss: 0.0580|| 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, 8:47:19 || Estimated Time: 13:03:22
2023-07-26 19:33:51,604 semantic_segmentation INFO: Iters: 121970/150000 || Lr: 0.004420 || Task Loss: 0.3782 || KD Loss: 0.0444|| 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, 8:47:36 || Estimated Time: 13:03:06
2023-07-26 19:34:07,976 semantic_segmentation INFO: Iters: 121980/150000 || Lr: 0.004419 || Task Loss: 0.2490 || KD Loss: 0.0332|| 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, 8:47:52 || Estimated Time: 13:02:49
2023-07-26 19:34:24,379 semantic_segmentation INFO: Iters: 121990/150000 || Lr: 0.004417 || Task Loss: 0.3140 || KD Loss: 0.0451|| 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, 8:48:08 || Estimated Time: 13:02:32
2023-07-26 19:34:40,749 semantic_segmentation INFO: Iters: 122000/150000 || Lr: 0.004416 || Task Loss: 0.3092 || KD Loss: 0.0643|| 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, 8:48:25 || Estimated Time: 13:02:15
2023-07-26 19:34:57,134 semantic_segmentation INFO: Iters: 122010/150000 || Lr: 0.004414 || Task Loss: 0.2701 || KD Loss: 0.0859|| 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, 8:48:41 || Estimated Time: 13:01:58
2023-07-26 19:35:13,524 semantic_segmentation INFO: Iters: 122020/150000 || Lr: 0.004413 || Task Loss: 0.2405 || KD Loss: 0.0366|| 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, 8:48:58 || Estimated Time: 13:01:41
2023-07-26 19:35:29,835 semantic_segmentation INFO: Iters: 122030/150000 || Lr: 0.004411 || Task Loss: 0.3842 || KD Loss: 0.0419|| 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, 8:49:14 || Estimated Time: 13:01:24
2023-07-26 19:35:46,223 semantic_segmentation INFO: Iters: 122040/150000 || Lr: 0.004410 || Task Loss: 0.4448 || KD Loss: 0.0539|| 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, 8:49:30 || Estimated Time: 13:01:08
2023-07-26 19:36:02,549 semantic_segmentation INFO: Iters: 122050/150000 || Lr: 0.004409 || Task Loss: 0.3384 || KD Loss: 0.0752|| 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, 8:49:47 || Estimated Time: 13:00:51
2023-07-26 19:36:18,854 semantic_segmentation INFO: Iters: 122060/150000 || Lr: 0.004407 || Task Loss: 0.3084 || KD Loss: 0.0350|| 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, 8:50:03 || Estimated Time: 13:00:34
2023-07-26 19:36:35,240 semantic_segmentation INFO: Iters: 122070/150000 || Lr: 0.004406 || Task Loss: 0.2339 || KD Loss: 0.0342|| 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, 8:50:19 || Estimated Time: 13:00:17
2023-07-26 19:36:51,638 semantic_segmentation INFO: Iters: 122080/150000 || Lr: 0.004404 || Task Loss: 0.3105 || KD Loss: 0.0363|| 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, 8:50:36 || Estimated Time: 13:00:00
2023-07-26 19:37:08,002 semantic_segmentation INFO: Iters: 122090/150000 || Lr: 0.004403 || Task Loss: 0.2345 || KD Loss: 0.0400|| 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, 8:50:52 || Estimated Time: 12:59:43
2023-07-26 19:37:24,392 semantic_segmentation INFO: Iters: 122100/150000 || Lr: 0.004402 || Task Loss: 0.3069 || KD Loss: 0.0408|| 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, 8:51:08 || Estimated Time: 12:59:26
2023-07-26 19:37:40,780 semantic_segmentation INFO: Iters: 122110/150000 || Lr: 0.004400 || Task Loss: 0.2269 || KD Loss: 0.0435|| 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, 8:51:25 || Estimated Time: 12:59:10
2023-07-26 19:37:57,140 semantic_segmentation INFO: Iters: 122120/150000 || Lr: 0.004399 || Task Loss: 0.2530 || KD Loss: 0.0310|| 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, 8:51:41 || Estimated Time: 12:58:53
2023-07-26 19:38:13,559 semantic_segmentation INFO: Iters: 122130/150000 || Lr: 0.004397 || Task Loss: 0.1961 || KD Loss: 0.0275|| 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, 8:51:58 || Estimated Time: 12:58:36
2023-07-26 19:38:29,911 semantic_segmentation INFO: Iters: 122140/150000 || Lr: 0.004396 || Task Loss: 0.2473 || KD Loss: 0.0262|| 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, 8:52:14 || Estimated Time: 12:58:19
2023-07-26 19:38:46,266 semantic_segmentation INFO: Iters: 122150/150000 || Lr: 0.004394 || Task Loss: 0.3107 || KD Loss: 0.0284|| 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, 8:52:30 || Estimated Time: 12:58:02
2023-07-26 19:39:02,697 semantic_segmentation INFO: Iters: 122160/150000 || Lr: 0.004393 || Task Loss: 0.3108 || KD Loss: 0.0537|| 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, 8:52:47 || Estimated Time: 12:57:45
2023-07-26 19:39:19,090 semantic_segmentation INFO: Iters: 122170/150000 || Lr: 0.004392 || Task Loss: 0.2932 || KD Loss: 0.0376|| 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, 8:53:03 || Estimated Time: 12:57:29
2023-07-26 19:39:35,460 semantic_segmentation INFO: Iters: 122180/150000 || Lr: 0.004390 || Task Loss: 0.2493 || KD Loss: 0.0260|| 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, 8:53:19 || Estimated Time: 12:57:12
2023-07-26 19:39:51,799 semantic_segmentation INFO: Iters: 122190/150000 || Lr: 0.004389 || Task Loss: 0.2993 || KD Loss: 0.0653|| 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, 8:53:36 || Estimated Time: 12:56:55
2023-07-26 19:40:08,209 semantic_segmentation INFO: Iters: 122200/150000 || Lr: 0.004387 || Task Loss: 0.2843 || KD Loss: 0.0428|| 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, 8:53:52 || Estimated Time: 12:56:38
2023-07-26 19:40:24,622 semantic_segmentation INFO: Iters: 122210/150000 || Lr: 0.004386 || Task Loss: 0.3296 || KD Loss: 0.0525|| 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, 8:54:09 || Estimated Time: 12:56:21
2023-07-26 19:40:41,012 semantic_segmentation INFO: Iters: 122220/150000 || Lr: 0.004385 || Task Loss: 0.3091 || KD Loss: 0.0348|| 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, 8:54:25 || Estimated Time: 12:56:04
2023-07-26 19:40:57,389 semantic_segmentation INFO: Iters: 122230/150000 || Lr: 0.004383 || Task Loss: 0.3946 || KD Loss: 0.0373|| 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, 8:54:41 || Estimated Time: 12:55:47
2023-07-26 19:41:13,740 semantic_segmentation INFO: Iters: 122240/150000 || Lr: 0.004382 || Task Loss: 0.2360 || KD Loss: 0.0298|| 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, 8:54:58 || Estimated Time: 12:55:31
2023-07-26 19:41:30,141 semantic_segmentation INFO: Iters: 122250/150000 || Lr: 0.004380 || Task Loss: 0.3066 || KD Loss: 0.0479|| 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, 8:55:14 || Estimated Time: 12:55:14
2023-07-26 19:41:46,540 semantic_segmentation INFO: Iters: 122260/150000 || Lr: 0.004379 || Task Loss: 0.3108 || KD Loss: 0.0351|| 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, 8:55:31 || Estimated Time: 12:54:57
2023-07-26 19:42:02,922 semantic_segmentation INFO: Iters: 122270/150000 || Lr: 0.004377 || Task Loss: 0.3528 || KD Loss: 0.0451|| 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, 8:55:47 || Estimated Time: 12:54:40
2023-07-26 19:42:19,327 semantic_segmentation INFO: Iters: 122280/150000 || Lr: 0.004376 || Task Loss: 0.2665 || KD Loss: 0.0239|| 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, 8:56:03 || Estimated Time: 12:54:23
2023-07-26 19:42:35,689 semantic_segmentation INFO: Iters: 122290/150000 || Lr: 0.004375 || Task Loss: 0.2904 || KD Loss: 0.0297|| 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, 8:56:20 || Estimated Time: 12:54:06
2023-07-26 19:42:52,091 semantic_segmentation INFO: Iters: 122300/150000 || Lr: 0.004373 || Task Loss: 0.2576 || KD Loss: 0.0322|| 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, 8:56:36 || Estimated Time: 12:53:50
2023-07-26 19:43:08,430 semantic_segmentation INFO: Iters: 122310/150000 || Lr: 0.004372 || Task Loss: 0.2490 || KD Loss: 0.0349|| 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, 8:56:52 || Estimated Time: 12:53:33
2023-07-26 19:43:24,844 semantic_segmentation INFO: Iters: 122320/150000 || Lr: 0.004370 || Task Loss: 0.2894 || KD Loss: 0.0325|| 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, 8:57:09 || Estimated Time: 12:53:16
2023-07-26 19:43:41,234 semantic_segmentation INFO: Iters: 122330/150000 || Lr: 0.004369 || Task Loss: 0.2888 || 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, 8:57:25 || Estimated Time: 12:52:59
2023-07-26 19:43:57,623 semantic_segmentation INFO: Iters: 122340/150000 || Lr: 0.004367 || Task Loss: 0.3625 || KD Loss: 0.0430|| 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, 8:57:42 || Estimated Time: 12:52:42
2023-07-26 19:44:13,992 semantic_segmentation INFO: Iters: 122350/150000 || Lr: 0.004366 || Task Loss: 0.2397 || KD Loss: 0.0380|| 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, 8:57:58 || Estimated Time: 12:52:25
2023-07-26 19:44:30,367 semantic_segmentation INFO: Iters: 122360/150000 || Lr: 0.004365 || Task Loss: 0.2610 || KD Loss: 0.0486|| 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, 8:58:14 || Estimated Time: 12:52:08
2023-07-26 19:44:46,749 semantic_segmentation INFO: Iters: 122370/150000 || Lr: 0.004363 || Task Loss: 0.2526 || KD Loss: 0.0441|| 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, 8:58:31 || Estimated Time: 12:51:52
2023-07-26 19:45:03,153 semantic_segmentation INFO: Iters: 122380/150000 || Lr: 0.004362 || Task Loss: 0.3645 || KD Loss: 0.0864|| 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, 8:58:47 || Estimated Time: 12:51:35
2023-07-26 19:45:19,512 semantic_segmentation INFO: Iters: 122390/150000 || Lr: 0.004360 || Task Loss: 0.3738 || KD Loss: 0.0556|| 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, 8:59:03 || Estimated Time: 12:51:18
2023-07-26 19:45:36,199 semantic_segmentation INFO: Iters: 122400/150000 || Lr: 0.004359 || Task Loss: 0.4263 || KD Loss: 0.0333|| 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, 8:59:20 || Estimated Time: 12:51:01
2023-07-26 19:45:36,832 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 19:45:37,298 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.091
2023-07-26 19:45:37,322 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-26 19:45:37,334 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.165
2023-07-26 19:45:37,348 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.166
2023-07-26 19:45:37,361 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.244
2023-07-26 19:45:37,373 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.285
2023-07-26 19:45:37,386 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.329
2023-07-26 19:45:37,400 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.333
2023-07-26 19:45:37,412 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.368
2023-07-26 19:45:37,426 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.413
2023-07-26 19:45:37,439 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.459
2023-07-26 19:45:37,454 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.505
2023-07-26 19:45:37,465 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.503
2023-07-26 19:45:37,479 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.489
2023-07-26 19:45:37,493 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.482
2023-07-26 19:45:37,505 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.477
2023-07-26 19:45:37,515 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.474
2023-07-26 19:45:37,527 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.474
2023-07-26 19:45:37,541 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.472
2023-07-26 19:45:37,556 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.530
2023-07-26 19:45:37,570 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.532
2023-07-26 19:45:37,584 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.538
2023-07-26 19:45:37,598 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.570
2023-07-26 19:45:37,613 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.574
2023-07-26 19:45:37,628 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.575
2023-07-26 19:45:37,642 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.582
2023-07-26 19:45:37,657 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.583
2023-07-26 19:45:37,668 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.585
2023-07-26 19:45:37,683 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.573
2023-07-26 19:45:37,697 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.574
2023-07-26 19:45:37,710 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.574
2023-07-26 19:45:37,725 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.574
2023-07-26 19:45:37,740 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.585
2023-07-26 19:45:37,754 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-26 19:45:37,769 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.627
2023-07-26 19:45:37,784 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.627
2023-07-26 19:45:37,796 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.627
2023-07-26 19:45:37,808 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.673
2023-07-26 19:45:37,827 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.673
2023-07-26 19:45:37,840 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.956, mIoU: 0.671
2023-07-26 19:45:37,853 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-26 19:45:37,868 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-26 19:45:37,882 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.685
2023-07-26 19:45:37,894 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-26 19:45:37,909 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.695
2023-07-26 19:45:37,924 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.697
2023-07-26 19:45:37,937 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-26 19:45:37,949 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-26 19:45:37,963 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.701
2023-07-26 19:45:37,978 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-26 19:45:37,994 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-26 19:45:38,008 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.691
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2023-07-26 19:45:38,093 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.691
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2023-07-26 19:45:38,120 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-26 19:45:38,132 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-26 19:45:38,147 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-26 19:45:38,159 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-26 19:45:38,176 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-26 19:45:38,188 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-26 19:45:38,203 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-26 19:45:38,217 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-26 19:45:38,230 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.765
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2023-07-26 19:45:38,260 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.766
2023-07-26 19:45:38,275 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.785
2023-07-26 19:45:38,288 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.785
2023-07-26 19:45:38,303 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-26 19:45:38,318 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-26 19:45:38,332 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.785
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2023-07-26 19:45:38,361 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.776
2023-07-26 19:45:38,370 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.774
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2023-07-26 19:45:38,584 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.765
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2023-07-26 19:45:40,718 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.936, mIoU: 0.744
2023-07-26 19:45:40,732 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.937, mIoU: 0.744
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2023-07-26 19:45:43,425 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.934, mIoU: 0.724
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2023-07-26 19:45:43,468 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.724
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2023-07-26 19:45:43,566 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.723
2023-07-26 19:45:43,580 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.723
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2023-07-26 19:45:43,734 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 19:45:43,746 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.723
2023-07-26 19:45:43,761 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 19:45:43,774 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 19:45:43,789 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.724
2023-07-26 19:45:43,804 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.725
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2023-07-26 19:45:43,834 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 19:45:43,849 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 19:45:43,862 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.935, mIoU: 0.725
2023-07-26 19:45:43,877 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.726
2023-07-26 19:45:43,892 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.935, mIoU: 0.727
2023-07-26 19:45:43,905 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.935, mIoU: 0.727
2023-07-26 19:45:43,920 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.935, mIoU: 0.727
2023-07-26 19:45:43,933 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 19:45:43,948 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.728
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2023-07-26 19:45:43,976 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 19:45:43,990 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.728
2023-07-26 19:45:44,004 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.730
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2023-07-26 19:45:44,040 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.731
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2023-07-26 19:45:44,066 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.731
2023-07-26 19:45:44,079 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:45:44,091 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:45:44,105 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,120 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,133 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,142 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,156 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.733
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2023-07-26 19:45:44,197 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,211 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,223 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,238 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,251 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-26 19:45:44,266 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 19:45:44,281 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:45:44,296 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 19:45:44,311 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,324 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,336 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,351 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,365 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 19:45:44,379 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 19:45:44,392 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 19:45:44,408 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,423 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-26 19:45:44,438 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,450 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,464 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-26 19:45:44,493 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 19:45:44,507 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,521 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,534 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,548 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,563 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-26 19:45:44,575 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,590 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-26 19:45:44,601 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:45:44,615 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:45:44,628 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.736
2023-07-26 19:45:44,639 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.738
2023-07-26 19:45:44,651 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.738
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2023-07-26 19:45:44,680 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.738
2023-07-26 19:45:44,694 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.738
2023-07-26 19:45:44,709 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:44,717 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:44,731 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,746 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,761 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,776 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,790 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,803 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,815 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,830 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:44,844 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:44,858 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:44,870 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,883 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,897 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,911 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,925 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,939 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,954 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,970 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,984 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:44,997 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,013 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:45,027 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 19:45:45,142 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:45,158 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:45,168 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,182 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,197 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 19:45:45,223 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 19:45:45,315 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,329 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,343 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 19:45:45,384 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:45,397 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.739
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2023-07-26 19:45:45,509 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.938, mIoU: 0.738
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2023-07-26 19:45:45,576 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:45,590 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 19:45:45,929 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.739
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2023-07-26 19:45:46,014 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.939, mIoU: 0.743
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2023-07-26 19:45:46,062 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.742
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2023-07-26 19:45:46,101 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,116 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,129 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,143 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,156 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,169 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,184 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,201 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,216 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,231 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,243 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,256 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,269 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,283 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,297 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,311 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,325 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,338 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:46,352 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,365 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,378 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,392 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,404 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,416 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,430 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,445 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:46,460 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,473 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,487 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,502 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,516 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,529 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,541 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,549 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,564 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:46,579 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,593 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,608 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,622 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,637 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,653 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,667 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,679 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,694 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:46,708 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,722 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,737 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:46,749 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:46,762 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:46,775 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:46,788 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,801 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:46,814 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:46,827 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:46,841 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,856 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,867 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,881 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,893 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,905 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,920 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,934 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:46,949 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:46,964 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,979 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:46,994 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,006 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,021 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,036 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,052 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:47,067 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:47,081 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 19:45:47,096 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 19:45:47,109 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 19:45:47,121 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 19:45:47,134 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,148 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,164 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,176 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,189 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 19:45:47,203 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,217 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,231 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:47,246 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:47,260 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:47,274 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:47,289 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,301 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,315 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,330 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,343 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,359 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,371 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,386 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,401 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,414 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,426 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,441 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,456 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:47,471 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:47,485 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:47,497 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,510 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,524 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,536 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,551 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,567 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,581 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,595 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,608 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,623 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:47,637 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,650 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,662 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,676 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,691 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:47,703 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:47,718 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,732 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,746 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,759 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,774 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,789 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,805 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,818 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,832 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,844 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,859 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,872 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,885 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:47,900 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,914 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,927 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,947 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:47,962 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:47,978 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:47,994 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,007 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,018 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,032 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,045 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,057 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,070 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,085 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,098 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,110 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,124 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,139 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,153 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,168 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:48,181 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:48,193 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,208 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,222 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,237 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,251 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,263 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:48,277 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,288 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,303 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,319 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,332 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,346 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,358 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,371 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,385 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,400 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,412 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,427 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,439 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,454 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,467 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,482 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 19:45:48,494 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,509 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,523 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,536 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:48,551 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,565 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,580 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,594 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,609 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,623 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,638 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,651 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,666 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,680 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,693 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,705 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,717 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,733 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,746 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,761 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,776 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,787 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,801 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,816 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,830 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,842 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,857 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,870 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,883 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,897 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,912 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,927 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,940 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:48,951 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:48,967 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,982 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:48,998 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:49,012 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:49,026 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:49,041 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,056 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,070 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,083 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,097 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,110 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,125 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,139 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,151 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,167 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,179 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:49,194 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:49,208 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:49,223 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 19:45:49,237 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,251 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,265 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,280 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,295 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,309 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,324 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,339 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,348 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,362 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,374 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,389 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,403 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,418 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,430 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,444 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,458 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,472 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,487 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,502 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,515 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,530 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,545 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:49,559 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,572 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,586 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,601 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,616 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,628 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,643 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:49,657 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:49,669 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:49,683 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,698 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,710 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,724 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,737 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,751 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,766 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,782 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,796 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,811 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,826 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,838 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,851 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,866 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,878 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,891 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,906 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:49,920 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,934 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,949 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,962 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,974 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:49,989 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,005 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,019 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,033 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,046 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,060 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,073 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,088 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,103 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,117 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,126 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,142 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,157 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,169 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,183 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,198 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,212 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,225 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,239 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:50,254 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:50,269 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:50,283 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,298 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,314 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,330 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,342 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,356 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,371 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,384 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,397 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,411 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,425 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,440 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,446 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,459 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,472 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,483 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,494 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,509 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,523 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,537 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,549 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,562 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,576 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,587 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,602 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,615 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,630 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,645 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,659 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,674 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,686 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,699 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,714 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,729 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,743 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,758 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,770 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,780 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,792 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,804 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,815 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,829 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,841 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,855 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 19:45:50,870 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,884 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,898 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:50,912 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,926 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,941 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,956 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,970 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,984 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:50,999 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,015 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,029 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,043 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,058 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,070 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:51,086 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:51,099 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:51,114 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 19:45:51,129 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,145 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,160 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,173 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,187 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,201 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,215 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,229 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,242 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,254 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,268 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 19:45:51,282 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 19:45:51,297 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 19:45:51,311 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 19:45:51,325 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 19:45:51,340 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 19:45:51,354 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,368 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,381 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,396 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,406 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,419 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,433 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,445 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,460 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,474 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,489 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:51,503 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:51,518 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:51,533 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 19:45:51,547 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,559 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,574 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,586 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,600 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,615 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,627 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,641 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,654 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,668 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,682 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,697 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,711 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,725 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,738 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,750 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,765 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:51,778 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,791 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,806 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,821 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,835 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 19:45:51,848 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,860 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,875 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,890 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,905 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,918 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,930 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,945 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,959 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,974 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:51,989 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,003 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,018 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,032 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,047 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,063 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,078 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,091 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,106 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,119 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,134 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,148 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,163 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,175 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 19:45:52,188 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,202 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,217 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,230 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,244 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:52,258 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:52,272 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 19:45:52,287 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,301 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 19:45:52,316 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,328 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,343 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,358 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,371 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,385 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,397 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,406 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,421 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,435 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,448 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 19:45:52,463 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,477 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,490 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,502 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,517 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,531 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,545 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,562 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,576 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,592 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,606 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,619 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,633 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,648 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,662 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,674 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,687 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,702 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,716 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,730 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,745 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,757 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,772 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 19:45:52,786 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,799 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,814 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,828 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,843 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,857 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,870 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,884 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,898 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,912 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:52,926 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:52,939 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,954 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,966 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,979 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:52,991 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,006 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,020 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,035 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,050 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,061 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,074 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,089 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,104 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,117 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,132 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,147 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,162 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,175 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,188 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,203 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,215 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,229 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,242 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,254 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,269 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,283 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,298 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,312 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,324 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,339 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,353 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,365 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,379 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 19:45:53,393 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 19:45:53,423 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,435 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,447 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 19:45:53,477 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 19:45:53,491 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,504 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,518 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,535 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 19:45:53,643 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,656 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,669 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.939, mIoU: 0.739
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2023-07-26 19:45:53,711 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,725 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,740 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.939, mIoU: 0.739
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2023-07-26 19:45:53,766 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,781 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 19:45:53,840 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,853 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,868 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,879 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,894 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,910 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,925 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,937 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:53,953 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 19:45:53,983 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:53,995 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,009 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,024 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,035 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,049 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,067 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,083 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,096 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,108 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,122 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,136 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,151 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,163 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,178 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,190 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,202 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,217 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,232 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,246 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:54,261 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,277 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,290 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,306 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,320 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,334 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,349 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,362 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,375 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,390 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,405 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,420 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,432 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,445 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,459 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,473 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,486 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,499 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,513 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,527 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,541 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,555 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,570 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,585 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,597 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,611 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,625 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,638 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,652 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:45:54,667 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:45:54,682 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:45:54,696 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:45:54,710 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 19:45:54,725 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,739 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 19:45:54,752 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,767 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,783 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,798 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,812 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:54,827 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,841 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,853 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,866 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,880 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,895 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,907 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:54,921 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,936 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:54,950 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,964 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,978 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:54,992 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:55,006 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:55,019 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:55,031 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:55,044 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:55,057 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:55,070 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:55,086 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 19:45:55,102 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,114 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,127 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,142 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,153 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,166 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,181 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,196 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,211 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,225 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,238 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,252 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:55,266 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,279 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,294 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,309 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,323 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,336 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,350 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,365 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,378 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,393 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,404 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,419 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,434 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,448 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,463 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,476 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,491 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,506 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,521 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,535 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,550 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,564 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,580 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,591 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,605 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,617 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,630 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,647 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,661 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,674 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,686 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,699 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,711 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,726 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,739 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,754 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,768 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,781 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,795 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,810 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,822 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 19:45:55,837 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,851 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,863 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,877 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,888 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,903 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,918 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,932 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,946 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,959 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,971 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,984 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:55,998 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,012 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,025 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,037 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,052 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,066 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,081 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,094 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:56,110 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:56,126 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:56,142 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 19:45:56,156 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,171 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,179 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,194 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,206 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,219 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,233 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:56,248 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:56,262 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,277 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,293 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,307 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,322 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,335 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,349 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,364 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,379 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,393 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,407 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.938, mIoU: 0.738
2023-07-26 19:45:56,423 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,436 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,449 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,464 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,479 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,492 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,505 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,520 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,535 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,549 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,564 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,579 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,593 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,608 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,621 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,635 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:56,648 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,662 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,677 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,691 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,705 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,717 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,731 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,745 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,759 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,773 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,788 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,802 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,816 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,828 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,842 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,854 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,869 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,883 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,898 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.739
2023-07-26 19:45:56,913 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,927 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,941 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,950 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,964 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,977 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:56,991 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,005 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,019 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,034 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,045 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,054 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,070 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,084 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,099 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,112 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,127 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,141 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,154 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,168 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,182 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,195 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,209 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,221 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,235 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,249 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,263 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,276 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,291 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,305 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,320 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 19:45:57,335 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:57,347 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:57,361 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 19:45:57,375 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:45:57,392 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.740
2023-07-26 19:46:13,705 semantic_segmentation INFO: Iters: 122410/150000 || Lr: 0.004358 || Task Loss: 0.1649 || KD Loss: 0.0200|| 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, 8:59:58 || Estimated Time: 12:50:49
2023-07-26 19:46:29,988 semantic_segmentation INFO: Iters: 122420/150000 || Lr: 0.004356 || Task Loss: 0.2695 || KD Loss: 0.0279|| 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, 9:00:14 || Estimated Time: 12:50:32
2023-07-26 19:46:46,350 semantic_segmentation INFO: Iters: 122430/150000 || Lr: 0.004355 || Task Loss: 0.2465 || KD Loss: 0.0473|| 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, 9:00:30 || Estimated Time: 12:50:15
2023-07-26 19:47:04,003 semantic_segmentation INFO: Iters: 122440/150000 || Lr: 0.004353 || Task Loss: 0.2585 || KD Loss: 0.0236|| 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, 9:00:48 || Estimated Time: 12:49:59
2023-07-26 19:47:22,711 semantic_segmentation INFO: Iters: 122450/150000 || Lr: 0.004352 || Task Loss: 0.3041 || 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, 9:01:07 || Estimated Time: 12:49:42
2023-07-26 19:47:39,164 semantic_segmentation INFO: Iters: 122460/150000 || Lr: 0.004350 || Task Loss: 0.3848 || KD Loss: 0.0909|| 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, 9:01:23 || Estimated Time: 12:49:26
2023-07-26 19:47:55,600 semantic_segmentation INFO: Iters: 122470/150000 || Lr: 0.004349 || Task Loss: 0.3259 || KD Loss: 0.0714|| 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, 9:01:40 || Estimated Time: 12:49:09
2023-07-26 19:48:11,991 semantic_segmentation INFO: Iters: 122480/150000 || Lr: 0.004348 || Task Loss: 0.3607 || KD Loss: 0.0457|| 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, 9:01:56 || Estimated Time: 12:48:52
2023-07-26 19:48:28,361 semantic_segmentation INFO: Iters: 122490/150000 || Lr: 0.004346 || Task Loss: 0.2896 || KD Loss: 0.0330|| 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, 9:02:12 || Estimated Time: 12:48:35
2023-07-26 19:48:44,751 semantic_segmentation INFO: Iters: 122500/150000 || Lr: 0.004345 || Task Loss: 0.2447 || KD Loss: 0.0337|| 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, 9:02:29 || Estimated Time: 12:48:18
2023-07-26 19:49:01,261 semantic_segmentation INFO: Iters: 122510/150000 || Lr: 0.004343 || Task Loss: 0.2464 || KD Loss: 0.0254|| 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, 9:02:45 || Estimated Time: 12:48:01
2023-07-26 19:49:17,717 semantic_segmentation INFO: Iters: 122520/150000 || Lr: 0.004342 || Task Loss: 0.3345 || KD Loss: 0.0412|| 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, 9:03:02 || Estimated Time: 12:47:45
2023-07-26 19:49:34,083 semantic_segmentation INFO: Iters: 122530/150000 || Lr: 0.004340 || Task Loss: 0.3318 || KD Loss: 0.0427|| 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, 9:03:18 || Estimated Time: 12:47:28
2023-07-26 19:49:50,467 semantic_segmentation INFO: Iters: 122540/150000 || Lr: 0.004339 || Task Loss: 0.2992 || KD Loss: 0.0296|| 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, 9:03:34 || Estimated Time: 12:47:11
2023-07-26 19:50:06,856 semantic_segmentation INFO: Iters: 122550/150000 || Lr: 0.004338 || Task Loss: 0.3367 || KD Loss: 0.0438|| 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, 9:03:51 || Estimated Time: 12:46:54
2023-07-26 19:50:23,188 semantic_segmentation INFO: Iters: 122560/150000 || Lr: 0.004336 || Task Loss: 0.3301 || KD Loss: 0.0511|| 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, 9:04:07 || Estimated Time: 12:46:37
2023-07-26 19:50:39,620 semantic_segmentation INFO: Iters: 122570/150000 || Lr: 0.004335 || Task Loss: 0.2889 || KD Loss: 0.0321|| 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, 9:04:24 || Estimated Time: 12:46:20
2023-07-26 19:50:56,012 semantic_segmentation INFO: Iters: 122580/150000 || Lr: 0.004333 || Task Loss: 0.2537 || KD Loss: 0.0479|| 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, 9:04:40 || Estimated Time: 12:46:03
2023-07-26 19:51:12,396 semantic_segmentation INFO: Iters: 122590/150000 || Lr: 0.004332 || Task Loss: 0.3029 || KD Loss: 0.0317|| 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, 9:04:56 || Estimated Time: 12:45:47
2023-07-26 19:51:28,800 semantic_segmentation INFO: Iters: 122600/150000 || Lr: 0.004330 || Task Loss: 0.2833 || KD Loss: 0.0468|| 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, 9:05:13 || Estimated Time: 12:45:30
2023-07-26 19:51:45,154 semantic_segmentation INFO: Iters: 122610/150000 || Lr: 0.004329 || Task Loss: 0.2816 || KD Loss: 0.0299|| 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, 9:05:29 || Estimated Time: 12:45:13
2023-07-26 19:52:01,529 semantic_segmentation INFO: Iters: 122620/150000 || Lr: 0.004328 || Task Loss: 0.3779 || KD Loss: 0.0725|| 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, 9:05:46 || Estimated Time: 12:44:56
2023-07-26 19:52:17,925 semantic_segmentation INFO: Iters: 122630/150000 || Lr: 0.004326 || Task Loss: 0.2791 || KD Loss: 0.0457|| 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, 9:06:02 || Estimated Time: 12:44:39
2023-07-26 19:52:34,320 semantic_segmentation INFO: Iters: 122640/150000 || Lr: 0.004325 || Task Loss: 0.2711 || KD Loss: 0.0475|| 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, 9:06:18 || Estimated Time: 12:44:22
2023-07-26 19:52:50,680 semantic_segmentation INFO: Iters: 122650/150000 || Lr: 0.004323 || Task Loss: 0.3776 || KD Loss: 0.0594|| 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, 9:06:35 || Estimated Time: 12:44:06
2023-07-26 19:53:07,067 semantic_segmentation INFO: Iters: 122660/150000 || Lr: 0.004322 || Task Loss: 0.3462 || KD Loss: 0.0294|| 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, 9:06:51 || Estimated Time: 12:43:49
2023-07-26 19:53:23,413 semantic_segmentation INFO: Iters: 122670/150000 || Lr: 0.004321 || Task Loss: 0.2318 || KD Loss: 0.0534|| 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, 9:07:07 || Estimated Time: 12:43:32
2023-07-26 19:53:39,832 semantic_segmentation INFO: Iters: 122680/150000 || Lr: 0.004319 || Task Loss: 0.3364 || KD Loss: 0.0398|| 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, 9:07:24 || Estimated Time: 12:43:15
2023-07-26 19:53:56,231 semantic_segmentation INFO: Iters: 122690/150000 || Lr: 0.004318 || Task Loss: 0.3328 || KD Loss: 0.0344|| 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, 9:07:40 || Estimated Time: 12:42:58
2023-07-26 19:54:12,579 semantic_segmentation INFO: Iters: 122700/150000 || Lr: 0.004316 || Task Loss: 0.2641 || KD Loss: 0.0307|| 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, 9:07:57 || Estimated Time: 12:42:41
2023-07-26 19:54:28,963 semantic_segmentation INFO: Iters: 122710/150000 || Lr: 0.004315 || Task Loss: 0.2864 || KD Loss: 0.0389|| 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, 9:08:13 || Estimated Time: 12:42:24
2023-07-26 19:54:45,338 semantic_segmentation INFO: Iters: 122720/150000 || Lr: 0.004313 || Task Loss: 0.3942 || KD Loss: 0.0576|| 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, 9:08:29 || Estimated Time: 12:42:08
2023-07-26 19:55:01,723 semantic_segmentation INFO: Iters: 122730/150000 || Lr: 0.004312 || Task Loss: 0.3870 || KD Loss: 0.0522|| 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, 9:08:46 || Estimated Time: 12:41:51
2023-07-26 19:55:18,149 semantic_segmentation INFO: Iters: 122740/150000 || Lr: 0.004311 || Task Loss: 0.2584 || KD Loss: 0.0377|| 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, 9:09:02 || Estimated Time: 12:41:34
2023-07-26 19:55:34,545 semantic_segmentation INFO: Iters: 122750/150000 || Lr: 0.004309 || Task Loss: 0.3174 || KD Loss: 0.0352|| 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, 9:09:19 || Estimated Time: 12:41:17
2023-07-26 19:55:50,933 semantic_segmentation INFO: Iters: 122760/150000 || Lr: 0.004308 || Task Loss: 0.2715 || KD Loss: 0.0333|| 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, 9:09:35 || Estimated Time: 12:41:00
2023-07-26 19:56:07,295 semantic_segmentation INFO: Iters: 122770/150000 || Lr: 0.004306 || Task Loss: 0.2070 || KD Loss: 0.0410|| 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, 9:09:51 || Estimated Time: 12:40:43
2023-07-26 19:56:23,697 semantic_segmentation INFO: Iters: 122780/150000 || Lr: 0.004305 || Task Loss: 0.2292 || KD Loss: 0.0307|| 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, 9:10:08 || Estimated Time: 12:40:27
2023-07-26 19:56:40,065 semantic_segmentation INFO: Iters: 122790/150000 || Lr: 0.004303 || Task Loss: 0.3517 || KD Loss: 0.0404|| 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, 9:10:24 || Estimated Time: 12:40:10
2023-07-26 19:56:56,451 semantic_segmentation INFO: Iters: 122800/150000 || Lr: 0.004302 || Task Loss: 0.2390 || KD Loss: 0.0359|| 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, 9:10:40 || Estimated Time: 12:39:53
2023-07-26 19:57:12,831 semantic_segmentation INFO: Iters: 122810/150000 || Lr: 0.004301 || Task Loss: 0.2412 || KD Loss: 0.0331|| 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, 9:10:57 || Estimated Time: 12:39:36
2023-07-26 19:57:29,240 semantic_segmentation INFO: Iters: 122820/150000 || Lr: 0.004299 || Task Loss: 0.2993 || KD Loss: 0.0838|| 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, 9:11:13 || Estimated Time: 12:39:19
2023-07-26 19:57:45,593 semantic_segmentation INFO: Iters: 122830/150000 || Lr: 0.004298 || Task Loss: 0.1863 || KD Loss: 0.0404|| 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, 9:11:30 || Estimated Time: 12:39:02
2023-07-26 19:58:01,958 semantic_segmentation INFO: Iters: 122840/150000 || Lr: 0.004296 || Task Loss: 0.2965 || KD Loss: 0.0357|| 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, 9:11:46 || Estimated Time: 12:38:45
2023-07-26 19:58:18,388 semantic_segmentation INFO: Iters: 122850/150000 || Lr: 0.004295 || Task Loss: 0.1565 || KD Loss: 0.0187|| 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, 9:12:02 || Estimated Time: 12:38:29
2023-07-26 19:58:34,724 semantic_segmentation INFO: Iters: 122860/150000 || Lr: 0.004293 || Task Loss: 0.3571 || KD Loss: 0.0659|| 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, 9:12:19 || Estimated Time: 12:38:12
2023-07-26 19:58:51,126 semantic_segmentation INFO: Iters: 122870/150000 || Lr: 0.004292 || Task Loss: 0.2612 || KD Loss: 0.0372|| 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, 9:12:35 || Estimated Time: 12:37:55
2023-07-26 19:59:07,539 semantic_segmentation INFO: Iters: 122880/150000 || Lr: 0.004291 || Task Loss: 0.2665 || KD Loss: 0.0304|| 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, 9:12:52 || Estimated Time: 12:37:38
2023-07-26 19:59:23,910 semantic_segmentation INFO: Iters: 122890/150000 || Lr: 0.004289 || Task Loss: 0.2866 || KD Loss: 0.0920|| 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, 9:13:08 || Estimated Time: 12:37:21
2023-07-26 19:59:40,276 semantic_segmentation INFO: Iters: 122900/150000 || Lr: 0.004288 || Task Loss: 0.4841 || KD Loss: 0.0512|| 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, 9:13:24 || Estimated Time: 12:37:04
2023-07-26 19:59:56,689 semantic_segmentation INFO: Iters: 122910/150000 || Lr: 0.004286 || Task Loss: 0.2595 || KD Loss: 0.0443|| 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, 9:13:41 || Estimated Time: 12:36:48
2023-07-26 20:00:13,052 semantic_segmentation INFO: Iters: 122920/150000 || Lr: 0.004285 || Task Loss: 0.2974 || KD Loss: 0.0473|| 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, 9:13:57 || Estimated Time: 12:36:31
2023-07-26 20:00:29,455 semantic_segmentation INFO: Iters: 122930/150000 || Lr: 0.004284 || Task Loss: 0.3358 || KD Loss: 0.0607|| 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, 9:14:13 || Estimated Time: 12:36:14
2023-07-26 20:00:45,834 semantic_segmentation INFO: Iters: 122940/150000 || Lr: 0.004282 || Task Loss: 0.3059 || KD Loss: 0.0474|| 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, 9:14:30 || Estimated Time: 12:35:57
2023-07-26 20:01:02,212 semantic_segmentation INFO: Iters: 122950/150000 || Lr: 0.004281 || Task Loss: 0.3557 || KD Loss: 0.0466|| 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, 9:14:46 || Estimated Time: 12:35:40
2023-07-26 20:01:18,621 semantic_segmentation INFO: Iters: 122960/150000 || Lr: 0.004279 || Task Loss: 0.2462 || KD Loss: 0.0674|| 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, 9:15:03 || Estimated Time: 12:35:23
2023-07-26 20:01:34,974 semantic_segmentation INFO: Iters: 122970/150000 || Lr: 0.004278 || Task Loss: 0.2949 || KD Loss: 0.0399|| 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, 9:15:19 || Estimated Time: 12:35:06
2023-07-26 20:01:51,381 semantic_segmentation INFO: Iters: 122980/150000 || Lr: 0.004276 || Task Loss: 0.3147 || KD Loss: 0.0551|| 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, 9:15:35 || Estimated Time: 12:34:50
2023-07-26 20:02:07,765 semantic_segmentation INFO: Iters: 122990/150000 || Lr: 0.004275 || Task Loss: 0.2602 || KD Loss: 0.0275|| 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, 9:15:52 || Estimated Time: 12:34:33
2023-07-26 20:02:24,150 semantic_segmentation INFO: Iters: 123000/150000 || Lr: 0.004274 || Task Loss: 0.2774 || KD Loss: 0.0409|| 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, 9:16:08 || Estimated Time: 12:34:16
2023-07-26 20:02:40,531 semantic_segmentation INFO: Iters: 123010/150000 || Lr: 0.004272 || Task Loss: 0.2480 || KD Loss: 0.0267|| 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, 9:16:25 || Estimated Time: 12:33:59
2023-07-26 20:02:56,896 semantic_segmentation INFO: Iters: 123020/150000 || Lr: 0.004271 || Task Loss: 0.3413 || KD Loss: 0.0501|| 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, 9:16:41 || Estimated Time: 12:33:42
2023-07-26 20:03:13,319 semantic_segmentation INFO: Iters: 123030/150000 || Lr: 0.004269 || Task Loss: 0.3026 || KD Loss: 0.0410|| 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, 9:16:57 || Estimated Time: 12:33:25
2023-07-26 20:03:29,668 semantic_segmentation INFO: Iters: 123040/150000 || Lr: 0.004268 || Task Loss: 0.2674 || KD Loss: 0.0281|| 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, 9:17:14 || Estimated Time: 12:33:09
2023-07-26 20:03:46,087 semantic_segmentation INFO: Iters: 123050/150000 || Lr: 0.004266 || Task Loss: 0.2568 || KD Loss: 0.0312|| 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, 9:17:30 || Estimated Time: 12:32:52
2023-07-26 20:04:02,524 semantic_segmentation INFO: Iters: 123060/150000 || Lr: 0.004265 || Task Loss: 0.2193 || KD Loss: 0.0310|| 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, 9:17:47 || Estimated Time: 12:32:35
2023-07-26 20:04:18,951 semantic_segmentation INFO: Iters: 123070/150000 || Lr: 0.004264 || Task Loss: 0.2391 || KD Loss: 0.0347|| 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, 9:18:03 || Estimated Time: 12:32:18
2023-07-26 20:04:35,303 semantic_segmentation INFO: Iters: 123080/150000 || Lr: 0.004262 || Task Loss: 0.2385 || KD Loss: 0.0252|| 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, 9:18:19 || Estimated Time: 12:32:01
2023-07-26 20:04:51,614 semantic_segmentation INFO: Iters: 123090/150000 || Lr: 0.004261 || Task Loss: 0.1911 || KD Loss: 0.0494|| 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, 9:18:36 || Estimated Time: 12:31:44
2023-07-26 20:05:07,987 semantic_segmentation INFO: Iters: 123100/150000 || Lr: 0.004259 || Task Loss: 0.3549 || KD Loss: 0.0793|| 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, 9:18:52 || Estimated Time: 12:31:27
2023-07-26 20:05:24,398 semantic_segmentation INFO: Iters: 123110/150000 || Lr: 0.004258 || Task Loss: 0.2248 || KD Loss: 0.0261|| 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, 9:19:08 || Estimated Time: 12:31:11
2023-07-26 20:05:40,779 semantic_segmentation INFO: Iters: 123120/150000 || Lr: 0.004256 || Task Loss: 0.2941 || KD Loss: 0.0257|| 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, 9:19:25 || Estimated Time: 12:30:54
2023-07-26 20:05:57,108 semantic_segmentation INFO: Iters: 123130/150000 || Lr: 0.004255 || Task Loss: 0.2430 || KD Loss: 0.0327|| 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, 9:19:41 || Estimated Time: 12:30:37
2023-07-26 20:06:13,513 semantic_segmentation INFO: Iters: 123140/150000 || Lr: 0.004254 || Task Loss: 0.2467 || KD Loss: 0.0425|| 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, 9:19:57 || Estimated Time: 12:30:20
2023-07-26 20:06:29,920 semantic_segmentation INFO: Iters: 123150/150000 || Lr: 0.004252 || Task Loss: 0.2576 || KD Loss: 0.0386|| 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, 9:20:14 || Estimated Time: 12:30:03
2023-07-26 20:06:46,300 semantic_segmentation INFO: Iters: 123160/150000 || Lr: 0.004251 || Task Loss: 0.2613 || 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, 9:20:30 || Estimated Time: 12:29:46
2023-07-26 20:07:02,680 semantic_segmentation INFO: Iters: 123170/150000 || Lr: 0.004249 || Task Loss: 0.3061 || KD Loss: 0.0440|| 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, 9:20:47 || Estimated Time: 12:29:30
2023-07-26 20:07:19,077 semantic_segmentation INFO: Iters: 123180/150000 || Lr: 0.004248 || Task Loss: 0.3419 || KD Loss: 0.0266|| 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: 2 days, 9:21:03 || Estimated Time: 12:29:13
2023-07-26 20:07:35,458 semantic_segmentation INFO: Iters: 123190/150000 || Lr: 0.004246 || Task Loss: 0.2917 || KD Loss: 0.0332|| 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, 9:21:19 || Estimated Time: 12:28:56
2023-07-26 20:07:51,853 semantic_segmentation INFO: Iters: 123200/150000 || Lr: 0.004245 || Task Loss: 0.2382 || KD Loss: 0.0461|| 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, 9:21:36 || Estimated Time: 12:28:39
2023-07-26 20:07:51,965 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:07:52,411 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.091
2023-07-26 20:07:52,439 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.982, mIoU: 0.136
2023-07-26 20:07:52,451 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.167
2023-07-26 20:07:52,465 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.167
2023-07-26 20:07:52,478 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.246
2023-07-26 20:07:52,490 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.288
2023-07-26 20:07:52,503 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.333
2023-07-26 20:07:52,518 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.337
2023-07-26 20:07:52,530 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.379
2023-07-26 20:07:52,544 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.974, mIoU: 0.418
2023-07-26 20:07:52,558 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.479
2023-07-26 20:07:52,572 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.973, mIoU: 0.525
2023-07-26 20:07:52,584 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.515
2023-07-26 20:07:52,598 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.493
2023-07-26 20:07:52,612 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.493
2023-07-26 20:07:52,624 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.489
2023-07-26 20:07:52,635 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.483
2023-07-26 20:07:52,647 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.483
2023-07-26 20:07:52,661 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.480
2023-07-26 20:07:52,676 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.529
2023-07-26 20:07:52,690 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.532
2023-07-26 20:07:52,705 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.542
2023-07-26 20:07:52,719 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.577
2023-07-26 20:07:52,734 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.578
2023-07-26 20:07:52,749 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.576
2023-07-26 20:07:52,763 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.569
2023-07-26 20:07:52,777 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.572
2023-07-26 20:07:52,788 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.574
2023-07-26 20:07:52,803 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.562
2023-07-26 20:07:52,818 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.563
2023-07-26 20:07:52,831 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.564
2023-07-26 20:07:52,846 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.564
2023-07-26 20:07:52,860 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.575
2023-07-26 20:07:52,874 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.573
2023-07-26 20:07:52,888 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.617
2023-07-26 20:07:52,903 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.617
2023-07-26 20:07:52,916 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.619
2023-07-26 20:07:52,928 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.957, mIoU: 0.663
2023-07-26 20:07:52,944 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.958, mIoU: 0.665
2023-07-26 20:07:52,957 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.957, mIoU: 0.663
2023-07-26 20:07:52,971 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.957, mIoU: 0.686
2023-07-26 20:07:52,986 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.958, mIoU: 0.685
2023-07-26 20:07:53,001 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.681
2023-07-26 20:07:53,014 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.681
2023-07-26 20:07:53,030 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-26 20:07:53,045 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-26 20:07:53,058 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-26 20:07:53,071 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-26 20:07:53,085 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.958, mIoU: 0.699
2023-07-26 20:07:53,101 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-26 20:07:53,117 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.957, mIoU: 0.695
2023-07-26 20:07:53,132 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.958, mIoU: 0.695
2023-07-26 20:07:53,145 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.958, mIoU: 0.691
2023-07-26 20:07:53,160 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.958, mIoU: 0.692
2023-07-26 20:07:53,174 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.958, mIoU: 0.698
2023-07-26 20:07:53,187 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-26 20:07:53,203 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-26 20:07:53,220 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-26 20:07:53,233 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.958, mIoU: 0.693
2023-07-26 20:07:53,247 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-26 20:07:53,260 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-26 20:07:53,275 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.729
2023-07-26 20:07:53,287 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.728
2023-07-26 20:07:53,304 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.731
2023-07-26 20:07:53,317 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.956, mIoU: 0.731
2023-07-26 20:07:53,331 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.956, mIoU: 0.730
2023-07-26 20:07:53,347 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.730
2023-07-26 20:07:53,360 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.957, mIoU: 0.776
2023-07-26 20:07:53,375 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.957, mIoU: 0.777
2023-07-26 20:07:53,390 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.775
2023-07-26 20:07:53,405 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.792
2023-07-26 20:07:53,419 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.957, mIoU: 0.792
2023-07-26 20:07:53,434 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.957, mIoU: 0.791
2023-07-26 20:07:53,449 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.790
2023-07-26 20:07:53,463 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-26 20:07:53,478 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.792
2023-07-26 20:07:53,492 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.786
2023-07-26 20:07:53,502 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 20:07:53,517 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-26 20:07:53,532 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.785
2023-07-26 20:07:53,545 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-26 20:07:53,560 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-26 20:07:53,574 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 20:07:53,588 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-26 20:07:53,603 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:53,618 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,632 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-26 20:07:53,647 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-26 20:07:53,661 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-26 20:07:53,673 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-26 20:07:53,688 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:53,702 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-26 20:07:53,717 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-26 20:07:53,731 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-26 20:07:53,745 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:53,759 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:53,772 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 20:07:53,785 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-26 20:07:53,800 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,813 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,828 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,842 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-26 20:07:53,854 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-26 20:07:53,869 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,883 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,896 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 20:07:53,911 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 20:07:53,925 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,938 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 20:07:53,951 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:53,963 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:53,976 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:53,990 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:54,004 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 20:07:54,019 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-26 20:07:54,032 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-26 20:07:54,044 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-26 20:07:54,059 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-26 20:07:54,072 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-26 20:07:54,086 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 20:07:54,100 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 20:07:54,113 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-26 20:07:54,126 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,140 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,155 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,163 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-26 20:07:54,174 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.951, mIoU: 0.772
2023-07-26 20:07:54,190 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-26 20:07:54,198 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-26 20:07:54,212 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-26 20:07:54,227 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.952, mIoU: 0.774
2023-07-26 20:07:54,242 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-26 20:07:54,255 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-26 20:07:54,270 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.953, mIoU: 0.776
2023-07-26 20:07:54,282 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.953, mIoU: 0.776
2023-07-26 20:07:54,295 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.953, mIoU: 0.776
2023-07-26 20:07:54,309 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-26 20:07:54,322 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,337 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,350 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-26 20:07:54,365 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-26 20:07:54,379 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 20:07:54,394 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-26 20:07:54,409 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 20:07:54,424 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-26 20:07:54,438 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-26 20:07:54,452 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-26 20:07:54,466 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-26 20:07:54,476 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-26 20:07:54,490 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-26 20:07:54,504 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-26 20:07:54,517 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-26 20:07:54,531 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,543 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,556 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,570 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,585 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-26 20:07:54,600 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,615 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 20:07:54,631 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-26 20:07:54,646 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:54,662 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:54,676 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:54,690 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 20:07:54,703 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-26 20:07:54,716 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.773
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2023-07-26 20:08:00,154 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:00,169 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:00,184 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-26 20:08:00,254 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-26 20:08:00,281 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:00,297 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:00,315 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,325 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,339 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,354 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,366 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,380 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,393 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,408 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-26 20:08:00,438 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,450 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,462 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,475 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,490 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-26 20:08:00,519 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,533 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,548 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,560 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,575 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,590 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,603 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,618 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,632 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,646 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,661 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,675 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-26 20:08:00,715 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,729 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,743 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,757 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,768 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,783 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,797 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,811 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,824 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,838 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,851 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,866 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,880 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:00,895 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:08:00,909 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:08:00,925 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:00,940 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:00,954 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:00,967 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:00,982 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:00,997 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,011 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,024 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,039 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,052 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,067 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,082 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,097 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,112 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,126 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,140 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,154 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 20:08:01,167 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 20:08:01,181 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 20:08:01,195 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 20:08:01,212 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 20:08:01,226 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 20:08:01,240 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-26 20:08:01,250 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,262 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,276 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,288 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-26 20:08:01,318 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:01,331 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-26 20:08:01,362 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:08:01,376 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:08:01,391 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,404 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,419 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:08:01,432 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,446 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,461 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:01,476 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 20:08:01,505 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,520 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,533 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,547 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,561 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,574 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,587 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,601 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,616 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,630 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,643 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,656 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,671 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,685 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:08:01,710 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,718 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,732 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:01,747 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:01,761 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 20:08:01,879 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:01,893 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:01,908 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:01,921 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:01,934 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:08:01,960 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:01,973 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:08:01,985 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:08:01,998 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:08:02,011 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,026 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,037 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,051 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,063 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,074 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-26 20:08:02,102 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,116 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,130 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:08:02,144 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:08:02,159 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:08:02,172 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:08:02,188 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:08:02,203 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:08:02,220 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.754
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2023-07-26 20:08:02,250 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-26 20:08:02,278 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 20:08:02,291 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 20:08:02,304 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-26 20:08:02,844 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:02,859 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:02,872 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:02,887 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,902 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,916 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,929 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,944 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,959 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,975 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:02,987 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,000 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,013 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:03,027 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,039 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,052 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,065 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:03,079 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,091 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,106 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,120 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:03,135 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,149 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:03,161 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,173 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,186 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,200 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,212 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,225 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,240 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,253 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,266 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,280 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,295 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,310 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,325 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,340 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,353 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,368 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,383 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,398 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,412 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,425 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:03,438 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,449 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,464 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,479 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,493 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:03,506 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:03,517 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,530 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,544 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,558 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,571 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,585 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,598 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,613 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,625 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,639 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,652 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,666 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,680 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:03,693 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,708 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,722 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,736 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,751 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,765 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,779 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,794 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,808 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,823 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,838 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,851 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,864 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,877 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,893 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,906 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,923 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:03,943 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,954 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,968 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,983 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:03,998 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,010 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,025 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,039 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,051 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,065 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,080 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,093 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,106 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,117 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,133 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:04,147 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:04,161 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,173 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:04,188 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,203 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,218 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,233 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,246 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,261 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,274 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,288 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,303 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,316 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,331 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,345 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,360 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:04,376 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:04,391 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:08:04,404 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,418 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,432 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,445 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,460 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,473 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,487 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,501 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,510 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,523 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,535 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,549 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,562 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,577 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,589 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,603 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,618 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,632 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,647 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,662 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,675 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,690 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,705 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,719 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,732 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,746 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,761 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,776 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:04,788 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:04,803 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,817 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,830 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,844 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,858 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,871 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,885 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,898 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:04,912 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:04,928 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:04,943 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:04,958 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,973 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:04,988 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,001 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,013 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,028 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,040 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,052 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,066 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,080 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,095 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,109 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,122 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,134 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,149 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,163 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,175 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,189 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,202 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,216 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,230 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,246 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,262 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,276 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,285 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,301 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,317 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,329 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,344 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,359 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,375 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,388 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,403 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,418 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,434 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,448 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,461 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,477 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,491 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,504 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,517 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,531 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,544 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 20:08:05,556 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,570 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,584 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,598 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,605 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,617 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,629 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,641 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,653 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,667 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,682 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:05,696 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,708 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,720 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,734 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,745 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,760 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,772 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,787 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,801 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,816 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,830 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,841 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,854 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,870 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:05,884 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,899 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,914 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,926 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,936 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,947 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,960 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,971 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:05,986 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:05,998 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:06,013 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:06,028 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,042 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,056 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,070 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,084 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,099 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,114 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,127 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,141 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,155 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,170 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,182 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,194 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,209 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,220 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,236 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,249 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,264 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,278 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 20:08:06,295 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 20:08:06,310 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 20:08:06,323 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,338 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,352 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,366 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,382 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,395 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,408 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,422 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,437 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:08:06,451 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:08:06,465 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:08:06,480 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:08:06,495 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:08:06,509 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,524 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:06,536 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 20:08:06,551 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,561 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,574 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,588 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,600 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:06,615 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:06,630 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:06,644 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:06,659 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:06,675 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 20:08:06,689 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,704 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,717 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,732 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,744 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,759 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,773 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,785 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,799 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,812 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,826 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,840 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,855 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,869 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,884 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,897 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,909 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,924 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:06,937 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,950 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,966 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,980 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:06,995 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,008 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,021 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,036 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,051 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:07,066 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:07,079 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,091 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,106 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,120 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,135 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,150 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,164 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,178 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,192 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,207 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,222 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,237 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,250 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,265 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,277 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,292 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,307 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,322 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,334 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:08:07,348 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:08:07,363 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,378 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:07,392 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:08:07,408 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,422 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,436 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,451 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,465 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,480 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,493 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,507 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,523 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,535 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:07,550 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 20:08:07,571 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,585 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,600 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,612 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:07,627 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 20:08:07,641 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 20:08:07,653 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 20:08:07,695 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 20:08:07,727 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 20:08:07,978 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 20:08:08,091 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 20:08:08,132 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:08,145 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 20:08:08,201 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 20:08:08,225 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 20:08:08,238 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:08:08,253 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 20:08:08,396 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 20:08:08,409 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 20:08:08,809 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,072 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,086 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,113 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,292 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,307 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,347 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,435 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,448 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,463 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,476 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,490 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,517 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,530 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,545 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,560 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,575 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:09,588 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:08:09,600 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:09,629 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:08:09,642 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:08:09,655 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 20:08:09,784 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:08:09,796 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 20:08:09,853 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 20:08:09,881 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:08:10,651 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 20:08:10,762 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:08:10,774 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,787 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,803 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,817 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,830 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,842 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,855 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,868 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:10,882 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:10,895 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,909 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,923 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,935 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,949 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:10,964 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,977 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:08:10,991 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,006 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,018 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,033 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,044 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,059 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,073 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,088 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,102 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,114 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,127 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,141 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:08:11,155 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,169 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,182 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,194 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,210 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,224 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,239 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,252 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,266 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,283 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,298 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,312 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,327 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,335 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,349 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,362 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,374 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,389 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,403 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,417 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,432 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,448 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,464 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,478 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,491 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,505 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,520 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,534 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,549 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,563 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,580 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,593 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,607 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,622 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,637 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,650 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,664 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,678 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,694 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,710 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,726 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,743 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,758 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,773 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,785 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,799 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,811 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,825 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,840 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,854 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,868 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,881 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:11,894 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,908 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,922 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,935 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,949 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,963 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,978 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:11,990 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,005 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,017 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,032 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,046 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,060 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:08:12,075 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,089 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,103 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,112 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,127 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,139 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,153 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,167 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,182 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,197 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,209 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,219 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,235 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,250 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,265 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,278 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,292 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,307 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,321 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,336 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,350 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,364 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,379 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,392 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,405 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,419 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,433 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,445 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,459 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,475 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,489 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:08:12,503 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:12,515 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:12,528 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:12,542 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:12,557 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:08:29,108 semantic_segmentation INFO: Iters: 123210/150000 || Lr: 0.004244 || Task Loss: 0.2531 || KD Loss: 0.0466|| 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, 9:22:13 || Estimated Time: 12:28:27
2023-07-26 20:08:45,496 semantic_segmentation INFO: Iters: 123220/150000 || Lr: 0.004242 || Task Loss: 0.3148 || KD Loss: 0.0414|| 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, 9:22:29 || Estimated Time: 12:28:10
2023-07-26 20:09:01,873 semantic_segmentation INFO: Iters: 123230/150000 || Lr: 0.004241 || Task Loss: 0.3669 || KD Loss: 0.0294|| 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, 9:22:46 || Estimated Time: 12:27:53
2023-07-26 20:09:18,250 semantic_segmentation INFO: Iters: 123240/150000 || Lr: 0.004239 || Task Loss: 0.2282 || KD Loss: 0.0286|| 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, 9:23:02 || Estimated Time: 12:27:36
2023-07-26 20:09:34,668 semantic_segmentation INFO: Iters: 123250/150000 || Lr: 0.004238 || Task Loss: 0.4160 || KD Loss: 0.0734|| 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, 9:23:19 || Estimated Time: 12:27:19
2023-07-26 20:09:51,045 semantic_segmentation INFO: Iters: 123260/150000 || Lr: 0.004237 || Task Loss: 0.3161 || KD Loss: 0.0445|| 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, 9:23:35 || Estimated Time: 12:27:03
2023-07-26 20:10:08,207 semantic_segmentation INFO: Iters: 123270/150000 || Lr: 0.004235 || Task Loss: 0.2277 || KD Loss: 0.0319|| 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, 9:23:52 || Estimated Time: 12:26:46
2023-07-26 20:10:27,306 semantic_segmentation INFO: Iters: 123280/150000 || Lr: 0.004234 || Task Loss: 0.4656 || KD Loss: 0.0695|| 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, 9:24:11 || Estimated Time: 12:26:30
2023-07-26 20:10:43,656 semantic_segmentation INFO: Iters: 123290/150000 || Lr: 0.004232 || Task Loss: 0.2311 || KD Loss: 0.0323|| 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, 9:24:28 || Estimated Time: 12:26:13
2023-07-26 20:11:00,048 semantic_segmentation INFO: Iters: 123300/150000 || Lr: 0.004231 || Task Loss: 0.2460 || KD Loss: 0.0409|| 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, 9:24:44 || Estimated Time: 12:25:56
2023-07-26 20:11:16,381 semantic_segmentation INFO: Iters: 123310/150000 || Lr: 0.004229 || Task Loss: 0.2472 || KD Loss: 0.0404|| 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, 9:25:00 || Estimated Time: 12:25:39
2023-07-26 20:11:32,829 semantic_segmentation INFO: Iters: 123320/150000 || Lr: 0.004228 || Task Loss: 0.3447 || KD Loss: 0.0332|| 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, 9:25:17 || Estimated Time: 12:25:22
2023-07-26 20:11:49,180 semantic_segmentation INFO: Iters: 123330/150000 || Lr: 0.004227 || Task Loss: 0.3313 || KD Loss: 0.0453|| 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, 9:25:33 || Estimated Time: 12:25:05
2023-07-26 20:12:05,607 semantic_segmentation INFO: Iters: 123340/150000 || Lr: 0.004225 || Task Loss: 0.4014 || KD Loss: 0.0401|| 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, 9:25:50 || Estimated Time: 12:24:49
2023-07-26 20:12:21,978 semantic_segmentation INFO: Iters: 123350/150000 || Lr: 0.004224 || Task Loss: 0.2291 || KD Loss: 0.0288|| 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, 9:26:06 || Estimated Time: 12:24:32
2023-07-26 20:12:38,330 semantic_segmentation INFO: Iters: 123360/150000 || Lr: 0.004222 || Task Loss: 0.1937 || KD Loss: 0.0311|| 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, 9:26:22 || Estimated Time: 12:24:15
2023-07-26 20:12:54,743 semantic_segmentation INFO: Iters: 123370/150000 || Lr: 0.004221 || Task Loss: 0.2454 || KD Loss: 0.0337|| 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, 9:26:39 || Estimated Time: 12:23:58
2023-07-26 20:13:11,136 semantic_segmentation INFO: Iters: 123380/150000 || Lr: 0.004219 || Task Loss: 0.2941 || KD Loss: 0.0275|| 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, 9:26:55 || Estimated Time: 12:23:41
2023-07-26 20:13:27,496 semantic_segmentation INFO: Iters: 123390/150000 || Lr: 0.004218 || Task Loss: 0.3378 || KD Loss: 0.0406|| 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, 9:27:11 || Estimated Time: 12:23:24
2023-07-26 20:13:43,879 semantic_segmentation INFO: Iters: 123400/150000 || Lr: 0.004217 || Task Loss: 0.2537 || KD Loss: 0.0313|| 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, 9:27:28 || Estimated Time: 12:23:07
2023-07-26 20:14:00,236 semantic_segmentation INFO: Iters: 123410/150000 || Lr: 0.004215 || Task Loss: 0.2259 || KD Loss: 0.0316|| 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, 9:27:44 || Estimated Time: 12:22:51
2023-07-26 20:14:16,660 semantic_segmentation INFO: Iters: 123420/150000 || Lr: 0.004214 || Task Loss: 0.3625 || KD Loss: 0.0352|| 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, 9:28:01 || Estimated Time: 12:22:34
2023-07-26 20:14:33,049 semantic_segmentation INFO: Iters: 123430/150000 || Lr: 0.004212 || Task Loss: 0.2996 || KD Loss: 0.0381|| 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, 9:28:17 || Estimated Time: 12:22:17
2023-07-26 20:14:49,443 semantic_segmentation INFO: Iters: 123440/150000 || Lr: 0.004211 || Task Loss: 0.1951 || KD Loss: 0.0318|| 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, 9:28:33 || Estimated Time: 12:22:00
2023-07-26 20:15:05,817 semantic_segmentation INFO: Iters: 123450/150000 || Lr: 0.004209 || Task Loss: 0.3151 || KD Loss: 0.0447|| 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, 9:28:50 || Estimated Time: 12:21:43
2023-07-26 20:15:22,220 semantic_segmentation INFO: Iters: 123460/150000 || Lr: 0.004208 || Task Loss: 0.2451 || KD Loss: 0.0302|| 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, 9:29:06 || Estimated Time: 12:21:26
2023-07-26 20:15:38,585 semantic_segmentation INFO: Iters: 123470/150000 || Lr: 0.004207 || Task Loss: 0.1793 || KD Loss: 0.0466|| 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, 9:29:23 || Estimated Time: 12:21:10
2023-07-26 20:15:54,964 semantic_segmentation INFO: Iters: 123480/150000 || Lr: 0.004205 || Task Loss: 0.2294 || KD Loss: 0.0415|| 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, 9:29:39 || Estimated Time: 12:20:53
2023-07-26 20:16:11,300 semantic_segmentation INFO: Iters: 123490/150000 || Lr: 0.004204 || Task Loss: 0.2380 || KD Loss: 0.0412|| 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, 9:29:55 || Estimated Time: 12:20:36
2023-07-26 20:16:27,736 semantic_segmentation INFO: Iters: 123500/150000 || Lr: 0.004202 || Task Loss: 0.2570 || KD Loss: 0.0357|| 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, 9:30:12 || Estimated Time: 12:20:19
2023-07-26 20:16:44,094 semantic_segmentation INFO: Iters: 123510/150000 || Lr: 0.004201 || Task Loss: 0.3414 || KD Loss: 0.0397|| 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, 9:30:28 || Estimated Time: 12:20:02
2023-07-26 20:17:00,511 semantic_segmentation INFO: Iters: 123520/150000 || Lr: 0.004199 || Task Loss: 0.1961 || KD Loss: 0.0347|| 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, 9:30:44 || Estimated Time: 12:19:45
2023-07-26 20:17:16,904 semantic_segmentation INFO: Iters: 123530/150000 || Lr: 0.004198 || Task Loss: 0.3701 || KD Loss: 0.0444|| 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, 9:31:01 || Estimated Time: 12:19:28
2023-07-26 20:17:33,288 semantic_segmentation INFO: Iters: 123540/150000 || Lr: 0.004197 || Task Loss: 0.2376 || KD Loss: 0.0401|| 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, 9:31:17 || Estimated Time: 12:19:12
2023-07-26 20:17:49,669 semantic_segmentation INFO: Iters: 123550/150000 || Lr: 0.004195 || Task Loss: 0.2461 || KD Loss: 0.0313|| 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, 9:31:34 || Estimated Time: 12:18:55
2023-07-26 20:18:06,036 semantic_segmentation INFO: Iters: 123560/150000 || Lr: 0.004194 || Task Loss: 0.2812 || KD Loss: 0.0409|| 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, 9:31:50 || Estimated Time: 12:18:38
2023-07-26 20:18:22,417 semantic_segmentation INFO: Iters: 123570/150000 || Lr: 0.004192 || Task Loss: 0.3090 || KD Loss: 0.0361|| 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, 9:32:06 || Estimated Time: 12:18:21
2023-07-26 20:18:38,768 semantic_segmentation INFO: Iters: 123580/150000 || Lr: 0.004191 || Task Loss: 0.3220 || KD Loss: 0.0295|| 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, 9:32:23 || Estimated Time: 12:18:04
2023-07-26 20:18:55,157 semantic_segmentation INFO: Iters: 123590/150000 || Lr: 0.004189 || Task Loss: 0.2683 || KD Loss: 0.0518|| 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, 9:32:39 || Estimated Time: 12:17:47
2023-07-26 20:19:11,496 semantic_segmentation INFO: Iters: 123600/150000 || Lr: 0.004188 || Task Loss: 0.3502 || KD Loss: 0.0446|| 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, 9:32:55 || Estimated Time: 12:17:31
2023-07-26 20:19:27,870 semantic_segmentation INFO: Iters: 123610/150000 || Lr: 0.004187 || Task Loss: 0.3757 || KD Loss: 0.0585|| 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, 9:33:12 || Estimated Time: 12:17:14
2023-07-26 20:19:44,236 semantic_segmentation INFO: Iters: 123620/150000 || Lr: 0.004185 || Task Loss: 0.3425 || KD Loss: 0.0504|| 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, 9:33:28 || Estimated Time: 12:16:57
2023-07-26 20:20:00,542 semantic_segmentation INFO: Iters: 123630/150000 || Lr: 0.004184 || Task Loss: 0.4702 || KD Loss: 0.0607|| 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, 9:33:45 || Estimated Time: 12:16:40
2023-07-26 20:20:16,895 semantic_segmentation INFO: Iters: 123640/150000 || Lr: 0.004182 || Task Loss: 0.3226 || KD Loss: 0.0448|| 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, 9:34:01 || Estimated Time: 12:16:23
2023-07-26 20:20:33,300 semantic_segmentation INFO: Iters: 123650/150000 || Lr: 0.004181 || Task Loss: 0.2756 || KD Loss: 0.0364|| 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, 9:34:17 || Estimated Time: 12:16:06
2023-07-26 20:20:49,682 semantic_segmentation INFO: Iters: 123660/150000 || Lr: 0.004179 || Task Loss: 0.4078 || KD Loss: 0.0670|| 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: 2 days, 9:34:34 || Estimated Time: 12:15:49
2023-07-26 20:21:06,060 semantic_segmentation INFO: Iters: 123670/150000 || Lr: 0.004178 || Task Loss: 0.2062 || KD Loss: 0.0266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 9:34:50 || Estimated Time: 12:15:33
2023-07-26 20:21:22,455 semantic_segmentation INFO: Iters: 123680/150000 || Lr: 0.004177 || Task Loss: 0.2366 || KD Loss: 0.0449|| 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, 9:35:06 || Estimated Time: 12:15:16
2023-07-26 20:21:38,822 semantic_segmentation INFO: Iters: 123690/150000 || Lr: 0.004175 || Task Loss: 0.2157 || KD Loss: 0.0252|| 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, 9:35:23 || Estimated Time: 12:14:59
2023-07-26 20:21:55,219 semantic_segmentation INFO: Iters: 123700/150000 || Lr: 0.004174 || Task Loss: 0.2862 || KD Loss: 0.0249|| 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, 9:35:39 || Estimated Time: 12:14:42
2023-07-26 20:22:11,607 semantic_segmentation INFO: Iters: 123710/150000 || Lr: 0.004172 || Task Loss: 0.3266 || KD Loss: 0.0527|| 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, 9:35:56 || Estimated Time: 12:14:25
2023-07-26 20:22:27,938 semantic_segmentation INFO: Iters: 123720/150000 || Lr: 0.004171 || Task Loss: 0.3128 || KD Loss: 0.0407|| 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, 9:36:12 || Estimated Time: 12:14:08
2023-07-26 20:22:44,351 semantic_segmentation INFO: Iters: 123730/150000 || Lr: 0.004169 || Task Loss: 0.3941 || KD Loss: 0.0539|| 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, 9:36:28 || Estimated Time: 12:13:52
2023-07-26 20:23:01,152 semantic_segmentation INFO: Iters: 123740/150000 || Lr: 0.004168 || Task Loss: 0.3844 || KD Loss: 0.0592|| 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, 9:36:45 || Estimated Time: 12:13:35
2023-07-26 20:23:17,550 semantic_segmentation INFO: Iters: 123750/150000 || Lr: 0.004167 || Task Loss: 0.2069 || KD Loss: 0.0339|| 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, 9:37:02 || Estimated Time: 12:13:18
2023-07-26 20:23:33,904 semantic_segmentation INFO: Iters: 123760/150000 || Lr: 0.004165 || Task Loss: 0.3177 || KD Loss: 0.0727|| 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, 9:37:18 || Estimated Time: 12:13:01
2023-07-26 20:23:50,298 semantic_segmentation INFO: Iters: 123770/150000 || Lr: 0.004164 || Task Loss: 0.2974 || KD Loss: 0.0465|| 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, 9:37:34 || Estimated Time: 12:12:44
2023-07-26 20:24:06,686 semantic_segmentation INFO: Iters: 123780/150000 || Lr: 0.004162 || Task Loss: 0.2593 || KD Loss: 0.0539|| 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, 9:37:51 || Estimated Time: 12:12:27
2023-07-26 20:24:23,098 semantic_segmentation INFO: Iters: 123790/150000 || Lr: 0.004161 || Task Loss: 0.1797 || KD Loss: 0.0219|| 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, 9:38:07 || Estimated Time: 12:12:11
2023-07-26 20:24:39,484 semantic_segmentation INFO: Iters: 123800/150000 || Lr: 0.004159 || Task Loss: 0.3731 || KD Loss: 0.0314|| 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, 9:38:23 || Estimated Time: 12:11:54
2023-07-26 20:24:55,868 semantic_segmentation INFO: Iters: 123810/150000 || Lr: 0.004158 || Task Loss: 0.2868 || KD Loss: 0.0394|| 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, 9:38:40 || Estimated Time: 12:11:37
2023-07-26 20:25:12,254 semantic_segmentation INFO: Iters: 123820/150000 || Lr: 0.004157 || Task Loss: 0.2399 || KD Loss: 0.0260|| 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, 9:38:56 || Estimated Time: 12:11:20
2023-07-26 20:25:28,614 semantic_segmentation INFO: Iters: 123830/150000 || Lr: 0.004155 || Task Loss: 0.2915 || KD Loss: 0.0400|| 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, 9:39:13 || Estimated Time: 12:11:03
2023-07-26 20:25:44,986 semantic_segmentation INFO: Iters: 123840/150000 || Lr: 0.004154 || Task Loss: 0.3042 || KD Loss: 0.0372|| 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, 9:39:29 || Estimated Time: 12:10:46
2023-07-26 20:26:01,375 semantic_segmentation INFO: Iters: 123850/150000 || Lr: 0.004152 || Task Loss: 0.2353 || KD Loss: 0.0346|| 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, 9:39:45 || Estimated Time: 12:10:30
2023-07-26 20:26:17,767 semantic_segmentation INFO: Iters: 123860/150000 || Lr: 0.004151 || Task Loss: 0.2131 || KD Loss: 0.0386|| 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, 9:40:02 || Estimated Time: 12:10:13
2023-07-26 20:26:34,149 semantic_segmentation INFO: Iters: 123870/150000 || Lr: 0.004149 || Task Loss: 0.2873 || KD Loss: 0.0282|| 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, 9:40:18 || Estimated Time: 12:09:56
2023-07-26 20:26:50,488 semantic_segmentation INFO: Iters: 123880/150000 || Lr: 0.004148 || Task Loss: 0.3056 || KD Loss: 0.0372|| 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, 9:40:34 || Estimated Time: 12:09:39
2023-07-26 20:27:06,933 semantic_segmentation INFO: Iters: 123890/150000 || Lr: 0.004147 || Task Loss: 0.3166 || KD Loss: 0.0328|| 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, 9:40:51 || Estimated Time: 12:09:22
2023-07-26 20:27:23,270 semantic_segmentation INFO: Iters: 123900/150000 || Lr: 0.004145 || Task Loss: 0.2677 || KD Loss: 0.0383|| 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, 9:41:07 || Estimated Time: 12:09:05
2023-07-26 20:27:39,687 semantic_segmentation INFO: Iters: 123910/150000 || Lr: 0.004144 || Task Loss: 0.3750 || KD Loss: 0.0815|| 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, 9:41:24 || Estimated Time: 12:08:49
2023-07-26 20:27:56,057 semantic_segmentation INFO: Iters: 123920/150000 || Lr: 0.004142 || Task Loss: 0.1989 || KD Loss: 0.0308|| 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, 9:41:40 || Estimated Time: 12:08:32
2023-07-26 20:28:12,412 semantic_segmentation INFO: Iters: 123930/150000 || Lr: 0.004141 || Task Loss: 0.2150 || KD Loss: 0.0300|| 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, 9:41:56 || Estimated Time: 12:08:15
2023-07-26 20:28:28,805 semantic_segmentation INFO: Iters: 123940/150000 || Lr: 0.004139 || Task Loss: 0.2908 || KD Loss: 0.0388|| 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, 9:42:13 || Estimated Time: 12:07:58
2023-07-26 20:28:45,211 semantic_segmentation INFO: Iters: 123950/150000 || Lr: 0.004138 || Task Loss: 0.2130 || KD Loss: 0.0394|| 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, 9:42:29 || Estimated Time: 12:07:41
2023-07-26 20:29:01,612 semantic_segmentation INFO: Iters: 123960/150000 || Lr: 0.004137 || Task Loss: 0.3223 || KD Loss: 0.0599|| 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, 9:42:46 || Estimated Time: 12:07:24
2023-07-26 20:29:17,987 semantic_segmentation INFO: Iters: 123970/150000 || Lr: 0.004135 || Task Loss: 0.2239 || KD Loss: 0.0269|| 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, 9:43:02 || Estimated Time: 12:07:08
2023-07-26 20:29:34,377 semantic_segmentation INFO: Iters: 123980/150000 || Lr: 0.004134 || Task Loss: 0.3343 || KD Loss: 0.0297|| 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, 9:43:18 || Estimated Time: 12:06:51
2023-07-26 20:29:50,766 semantic_segmentation INFO: Iters: 123990/150000 || Lr: 0.004132 || Task Loss: 0.4085 || 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: 2 days, 9:43:35 || Estimated Time: 12:06:34
2023-07-26 20:30:07,144 semantic_segmentation INFO: Iters: 124000/150000 || Lr: 0.004131 || Task Loss: 0.4527 || KD Loss: 0.0701|| 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, 9:43:51 || Estimated Time: 12:06:17
2023-07-26 20:30:07,747 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:30:08,199 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.985, mIoU: 0.091
2023-07-26 20:30:08,214 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-26 20:30:08,227 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.167
2023-07-26 20:30:08,241 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-26 20:30:08,254 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.242
2023-07-26 20:30:08,266 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.285
2023-07-26 20:30:08,280 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.329
2023-07-26 20:30:08,295 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.335
2023-07-26 20:30:08,307 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.373
2023-07-26 20:30:08,322 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.415
2023-07-26 20:30:08,336 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.472
2023-07-26 20:30:08,351 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.518
2023-07-26 20:30:08,363 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.503
2023-07-26 20:30:08,377 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.486
2023-07-26 20:30:08,391 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.486
2023-07-26 20:30:08,404 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.482
2023-07-26 20:30:08,415 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.472
2023-07-26 20:30:08,428 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.472
2023-07-26 20:30:08,442 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.467
2023-07-26 20:30:08,458 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.521
2023-07-26 20:30:08,473 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.523
2023-07-26 20:30:08,488 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.531
2023-07-26 20:30:08,503 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.565
2023-07-26 20:30:08,519 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.567
2023-07-26 20:30:08,534 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.566
2023-07-26 20:30:08,548 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.572
2023-07-26 20:30:08,563 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.573
2023-07-26 20:30:08,574 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-26 20:30:08,589 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.563
2023-07-26 20:30:08,604 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.563
2023-07-26 20:30:08,617 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.564
2023-07-26 20:30:08,632 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.563
2023-07-26 20:30:08,650 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-26 20:30:08,666 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-26 20:30:08,681 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.592
2023-07-26 20:30:08,696 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.592
2023-07-26 20:30:08,709 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.591
2023-07-26 20:30:08,722 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.637
2023-07-26 20:30:08,738 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.642
2023-07-26 20:30:08,750 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.640
2023-07-26 20:30:08,763 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.661
2023-07-26 20:30:08,777 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.661
2023-07-26 20:30:08,791 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-26 20:30:08,804 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-26 20:30:08,818 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.667
2023-07-26 20:30:08,832 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-26 20:30:08,845 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.673
2023-07-26 20:30:08,858 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.673
2023-07-26 20:30:08,872 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.675
2023-07-26 20:30:08,887 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-26 20:30:08,902 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.669
2023-07-26 20:30:08,917 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.669
2023-07-26 20:30:08,929 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.667
2023-07-26 20:30:08,944 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.668
2023-07-26 20:30:08,959 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.673
2023-07-26 20:30:08,972 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-26 20:30:08,986 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-26 20:30:09,003 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.671
2023-07-26 20:30:09,015 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.671
2023-07-26 20:30:09,030 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-26 20:30:09,042 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-26 20:30:09,057 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-26 20:30:09,070 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-26 20:30:09,087 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-26 20:30:09,101 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-26 20:30:09,115 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-26 20:30:09,130 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-26 20:30:09,144 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.953, mIoU: 0.763
2023-07-26 20:30:09,159 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.763
2023-07-26 20:30:09,173 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.764
2023-07-26 20:30:09,189 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-26 20:30:09,203 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.783
2023-07-26 20:30:09,218 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-26 20:30:09,233 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.780
2023-07-26 20:30:09,247 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.782
2023-07-26 20:30:09,262 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.955, mIoU: 0.781
2023-07-26 20:30:09,276 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 20:30:09,285 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 20:30:09,299 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-26 20:30:09,315 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-26 20:30:09,327 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-26 20:30:09,341 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-26 20:30:09,355 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.771
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2023-07-26 20:30:14,776 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 20:30:14,791 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 20:30:14,805 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 20:30:14,832 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 20:30:14,858 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 20:30:14,871 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 20:30:14,886 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 20:30:14,900 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 20:30:14,914 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:14,924 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:14,936 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:14,951 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:14,965 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:14,977 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:14,990 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:15,003 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:15,017 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:15,033 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,046 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,055 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,070 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,085 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 20:30:15,112 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 20:30:15,127 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 20:30:15,140 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 20:30:15,156 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:30:15,169 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:30:15,184 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:30:15,200 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:30:15,215 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 20:30:15,231 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 20:30:15,244 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,257 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,271 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,285 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 20:30:15,299 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 20:30:15,312 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 20:30:15,328 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,342 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,357 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 20:30:15,369 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 20:30:15,382 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 20:30:15,396 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 20:30:15,410 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 20:30:15,425 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,439 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,451 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 20:30:15,465 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,480 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 20:30:15,492 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 20:30:15,506 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 20:30:15,518 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 20:30:15,533 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 20:30:15,545 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 20:30:15,556 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 20:30:15,568 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 20:30:15,582 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:15,596 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:15,611 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:15,626 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:15,634 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 20:30:15,664 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,679 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,694 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,710 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,723 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,736 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:15,752 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,767 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,782 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,794 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:15,807 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,821 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:15,835 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:15,849 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:15,861 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,876 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:15,890 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 20:30:15,946 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:15,959 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-26 20:30:15,987 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-26 20:30:16,084 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,099 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,114 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,126 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,141 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,154 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,168 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,183 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,198 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,211 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,224 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:16,236 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,251 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:16,280 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,294 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:16,308 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,320 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,335 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:16,376 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,390 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:16,432 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:16,473 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,486 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,501 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,516 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,527 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,542 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,556 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,571 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,584 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,598 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,612 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:16,628 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 20:30:16,657 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:16,671 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:30:16,726 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 20:30:16,943 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-26 20:30:17,463 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:17,475 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,482 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,496 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,510 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,524 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,539 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,553 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,567 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,581 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,595 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,607 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,621 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,634 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,648 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,662 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,675 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,687 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:17,700 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,715 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:17,728 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:17,740 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:17,753 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:17,768 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 20:30:17,785 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,796 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,810 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,823 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,834 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,849 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,863 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,877 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 20:30:17,892 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,906 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,920 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,933 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 20:30:17,947 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,962 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,978 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:17,992 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,007 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 20:30:18,021 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 20:30:18,034 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 20:30:18,046 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 20:30:18,058 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,072 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,088 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,101 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,114 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,129 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,143 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,157 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,172 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,187 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,200 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:18,215 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,228 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,241 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,256 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,270 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,285 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,298 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,313 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,327 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,340 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,352 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,367 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,382 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:18,396 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:18,410 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:18,422 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,434 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,447 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,460 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,474 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,490 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,503 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,518 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,531 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,546 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,560 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,573 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,585 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,600 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,615 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,628 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,642 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,657 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,670 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,683 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,698 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,713 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:18,730 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,742 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,756 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,769 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,785 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,798 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,811 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:18,825 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:18,839 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:18,852 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:18,867 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:18,882 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,897 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,912 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:18,925 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,936 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,950 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,963 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,976 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:18,988 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,003 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,016 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,029 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,044 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,059 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,074 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,089 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:19,102 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:19,115 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:19,129 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:19,144 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:19,159 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:19,173 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:19,186 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:19,198 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,209 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,229 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,244 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,257 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:19,271 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:19,281 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,294 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,309 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,324 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:30:19,337 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,352 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,365 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,380 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:30:19,393 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:30:19,408 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:30:19,421 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 20:30:19,436 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,451 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,464 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,479 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,494 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,509 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,523 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,537 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,551 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,565 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,578 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,592 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,606 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,618 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,631 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,643 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,658 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,671 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,686 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,700 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,711 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,725 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,741 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,755 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,768 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,783 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,798 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,812 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,826 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,841 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 20:30:19,855 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,868 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:19,879 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:19,895 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,909 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,924 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,937 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,951 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,965 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:19,980 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:19,994 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:20,007 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,021 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,033 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,048 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,061 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,074 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,089 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,102 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,116 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,131 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,146 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,160 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,175 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,190 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,205 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,221 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,236 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,251 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,266 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,276 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,290 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,303 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,319 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,333 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,348 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,360 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,374 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,388 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,402 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,417 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,432 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,444 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,458 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,472 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,486 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,499 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,513 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:20,527 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,541 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,554 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,568 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,583 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,595 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,609 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:20,623 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,636 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:20,649 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:20,662 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,675 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,690 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,704 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,719 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,734 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,748 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,761 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,774 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,788 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,802 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,816 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,831 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,845 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,860 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,876 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,888 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,901 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,917 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,931 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,944 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,958 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,971 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:20,986 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,000 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,015 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,029 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,043 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,052 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,067 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,082 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,095 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,109 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,123 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,137 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,150 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,164 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,178 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,194 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,209 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,223 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,239 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,255 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,267 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,281 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,296 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:30:21,310 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 20:30:21,322 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,337 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,352 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,366 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,373 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,386 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,399 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,411 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,422 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,437 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,451 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,465 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,477 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,490 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,504 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,515 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,530 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,542 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,557 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,571 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,586 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,601 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,612 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,625 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,640 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,654 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,669 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,683 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,695 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,705 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,716 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,729 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,740 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,755 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,767 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,782 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 20:30:21,797 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,812 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,825 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:21,841 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,856 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,870 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,886 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,900 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,914 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,929 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,944 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,957 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:21,970 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:21,984 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:21,997 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,012 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,025 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,040 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,054 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,072 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,087 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,099 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,114 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,128 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,142 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,156 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,169 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,182 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,196 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,211 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,226 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,240 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,255 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-26 20:30:22,270 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:22,284 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,299 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,312 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,326 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,336 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,349 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,363 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,375 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,389 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,404 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,418 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,433 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,448 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,462 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,476 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,488 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,503 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,515 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,529 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,543 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,555 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,570 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,583 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,597 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,612 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,627 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,641 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 20:30:22,656 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,668 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,680 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,695 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,708 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,720 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 20:30:22,736 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,750 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,765 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 20:30:22,777 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,790 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,804 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,819 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,835 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,849 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,862 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,876 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,890 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,905 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,919 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,933 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:22,947 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,961 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,975 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:22,989 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:23,004 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:23,018 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:23,032 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 20:30:23,045 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 20:30:23,060 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 20:30:23,075 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:23,090 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:23,103 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-26 20:30:23,117 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 20:30:23,131 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,147 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,160 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,174 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,189 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,203 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,217 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,231 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,245 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,258 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:23,272 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 20:30:23,287 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,300 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,314 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,326 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-26 20:30:23,334 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:23,348 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.752
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2023-07-26 20:30:23,375 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:23,389 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,404 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,417 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,430 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,445 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,460 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 20:30:23,565 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:30:23,595 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:23,607 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:23,619 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:23,633 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:30:23,714 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,727 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:23,741 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:30:24,008 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-26 20:30:24,125 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:24,138 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 20:30:24,152 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-26 20:30:25,422 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,436 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,451 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,465 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,480 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,495 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,509 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,522 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,537 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,550 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,565 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:30:25,580 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:30:25,595 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:30:25,609 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,624 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 20:30:25,638 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,652 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,665 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,679 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,693 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:25,707 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,720 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,735 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,749 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,761 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,773 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,787 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,801 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,813 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,827 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,842 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,855 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,872 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,887 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,902 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,916 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,928 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,941 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,953 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,966 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,978 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:25,993 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,007 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,020 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,032 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,046 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,058 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,073 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,088 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,103 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,118 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,133 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,146 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,161 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,176 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,189 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,204 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,219 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,235 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,248 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,263 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,277 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,291 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,305 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,317 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,331 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,345 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,359 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,373 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,385 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,399 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:26,413 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:26,427 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:26,441 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 20:30:26,455 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,469 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,484 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,494 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:26,509 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 20:30:26,522 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-26 20:30:26,581 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,593 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,606 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,619 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,634 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,648 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,663 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,677 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,690 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:26,704 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 20:30:26,718 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:26,731 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 20:30:26,745 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,759 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,772 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,786 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,797 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,811 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,826 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,840 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,854 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,866 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,879 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,894 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 20:30:26,909 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,923 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,936 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,949 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,963 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:26,978 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,005 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,037 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,068 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,083 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:27,091 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,105 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,118 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,131 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,145 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,160 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,174 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,189 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,204 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,218 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:27,233 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 20:30:27,245 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:27,259 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-26 20:30:27,290 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-26 20:30:27,320 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 20:30:27,336 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:27,349 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:27,364 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:27,379 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 20:30:27,420 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-26 20:30:27,492 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,628 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,781 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 20:30:27,854 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:27,877 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 20:30:27,890 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 20:30:27,970 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:28,000 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:28,027 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 20:30:28,055 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,069 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,083 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,097 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,111 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,125 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,137 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,151 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,166 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,180 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,192 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,206 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,221 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 20:30:28,235 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:28,250 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:28,262 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 20:30:28,276 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:28,290 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:28,306 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 20:30:44,612 semantic_segmentation INFO: Iters: 124010/150000 || Lr: 0.004129 || Task Loss: 0.3082 || KD Loss: 0.0407|| 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, 9:44:29 || Estimated Time: 12:06:05
2023-07-26 20:31:01,011 semantic_segmentation INFO: Iters: 124020/150000 || Lr: 0.004128 || Task Loss: 0.2387 || KD Loss: 0.0381|| 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, 9:44:45 || Estimated Time: 12:05:48
2023-07-26 20:31:17,390 semantic_segmentation INFO: Iters: 124030/150000 || Lr: 0.004127 || Task Loss: 0.3519 || KD Loss: 0.0329|| 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, 9:45:01 || Estimated Time: 12:05:31
2023-07-26 20:31:33,785 semantic_segmentation INFO: Iters: 124040/150000 || Lr: 0.004125 || Task Loss: 0.3684 || KD Loss: 0.0545|| 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, 9:45:18 || Estimated Time: 12:05:14
2023-07-26 20:31:50,157 semantic_segmentation INFO: Iters: 124050/150000 || Lr: 0.004124 || Task Loss: 0.2683 || KD Loss: 0.0444|| 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, 9:45:34 || Estimated Time: 12:04:57
2023-07-26 20:32:06,546 semantic_segmentation INFO: Iters: 124060/150000 || Lr: 0.004122 || Task Loss: 0.2824 || KD Loss: 0.0413|| 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, 9:45:51 || Estimated Time: 12:04:40
2023-07-26 20:32:22,946 semantic_segmentation INFO: Iters: 124070/150000 || Lr: 0.004121 || Task Loss: 0.3542 || KD Loss: 0.0338|| 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, 9:46:07 || Estimated Time: 12:04:24
2023-07-26 20:32:39,314 semantic_segmentation INFO: Iters: 124080/150000 || Lr: 0.004119 || Task Loss: 0.3243 || KD Loss: 0.0498|| 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, 9:46:23 || Estimated Time: 12:04:07
2023-07-26 20:32:55,726 semantic_segmentation INFO: Iters: 124090/150000 || Lr: 0.004118 || Task Loss: 0.3183 || KD Loss: 0.0433|| 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, 9:46:40 || Estimated Time: 12:03:50
2023-07-26 20:33:12,447 semantic_segmentation INFO: Iters: 124100/150000 || Lr: 0.004117 || Task Loss: 0.2294 || KD Loss: 0.0311|| 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, 9:46:56 || Estimated Time: 12:03:33
2023-07-26 20:33:31,988 semantic_segmentation INFO: Iters: 124110/150000 || Lr: 0.004115 || Task Loss: 0.2208 || KD Loss: 0.0513|| 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, 9:47:16 || Estimated Time: 12:03:17
2023-07-26 20:33:48,343 semantic_segmentation INFO: Iters: 124120/150000 || Lr: 0.004114 || Task Loss: 0.3102 || KD Loss: 0.0744|| 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, 9:47:32 || Estimated Time: 12:03:00
2023-07-26 20:34:04,692 semantic_segmentation INFO: Iters: 124130/150000 || Lr: 0.004112 || Task Loss: 0.3193 || KD Loss: 0.0433|| 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, 9:47:49 || Estimated Time: 12:02:43
2023-07-26 20:34:21,088 semantic_segmentation INFO: Iters: 124140/150000 || Lr: 0.004111 || Task Loss: 0.3480 || KD Loss: 0.0526|| 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, 9:48:05 || Estimated Time: 12:02:26
2023-07-26 20:34:37,474 semantic_segmentation INFO: Iters: 124150/150000 || Lr: 0.004109 || Task Loss: 0.3181 || KD Loss: 0.0539|| 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, 9:48:21 || Estimated Time: 12:02:10
2023-07-26 20:34:53,860 semantic_segmentation INFO: Iters: 124160/150000 || Lr: 0.004108 || Task Loss: 0.2392 || KD Loss: 0.0498|| 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, 9:48:38 || Estimated Time: 12:01:53
2023-07-26 20:35:10,240 semantic_segmentation INFO: Iters: 124170/150000 || Lr: 0.004107 || Task Loss: 0.2488 || KD Loss: 0.0522|| 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, 9:48:54 || Estimated Time: 12:01:36
2023-07-26 20:35:26,618 semantic_segmentation INFO: Iters: 124180/150000 || Lr: 0.004105 || Task Loss: 0.2706 || KD Loss: 0.0377|| 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, 9:49:11 || Estimated Time: 12:01:19
2023-07-26 20:35:42,974 semantic_segmentation INFO: Iters: 124190/150000 || Lr: 0.004104 || Task Loss: 0.2541 || KD Loss: 0.0343|| 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, 9:49:27 || Estimated Time: 12:01:02
2023-07-26 20:35:59,378 semantic_segmentation INFO: Iters: 124200/150000 || Lr: 0.004102 || Task Loss: 0.3717 || KD Loss: 0.0546|| 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, 9:49:43 || Estimated Time: 12:00:45
2023-07-26 20:36:15,743 semantic_segmentation INFO: Iters: 124210/150000 || Lr: 0.004101 || Task Loss: 0.3158 || KD Loss: 0.0624|| 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, 9:50:00 || Estimated Time: 12:00:28
2023-07-26 20:36:32,111 semantic_segmentation INFO: Iters: 124220/150000 || Lr: 0.004099 || Task Loss: 0.4697 || KD Loss: 0.0574|| 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: 2 days, 9:50:16 || Estimated Time: 12:00:12
2023-07-26 20:36:48,524 semantic_segmentation INFO: Iters: 124230/150000 || Lr: 0.004098 || Task Loss: 0.2764 || KD Loss: 0.0757|| 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, 9:50:33 || Estimated Time: 11:59:55
2023-07-26 20:37:04,916 semantic_segmentation INFO: Iters: 124240/150000 || Lr: 0.004097 || Task Loss: 0.2231 || KD Loss: 0.0302|| 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, 9:50:49 || Estimated Time: 11:59:38
2023-07-26 20:37:21,286 semantic_segmentation INFO: Iters: 124250/150000 || Lr: 0.004095 || Task Loss: 0.2886 || KD Loss: 0.0500|| 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, 9:51:05 || Estimated Time: 11:59:21
2023-07-26 20:37:37,651 semantic_segmentation INFO: Iters: 124260/150000 || Lr: 0.004094 || Task Loss: 0.3718 || KD Loss: 0.0426|| 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, 9:51:22 || Estimated Time: 11:59:04
2023-07-26 20:37:54,069 semantic_segmentation INFO: Iters: 124270/150000 || Lr: 0.004092 || Task Loss: 0.3162 || KD Loss: 0.0303|| 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, 9:51:38 || Estimated Time: 11:58:47
2023-07-26 20:38:10,451 semantic_segmentation INFO: Iters: 124280/150000 || Lr: 0.004091 || Task Loss: 0.2753 || KD Loss: 0.0358|| 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, 9:51:54 || Estimated Time: 11:58:31
2023-07-26 20:38:26,840 semantic_segmentation INFO: Iters: 124290/150000 || Lr: 0.004089 || Task Loss: 0.3281 || KD Loss: 0.0401|| 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, 9:52:11 || Estimated Time: 11:58:14
2023-07-26 20:38:43,224 semantic_segmentation INFO: Iters: 124300/150000 || Lr: 0.004088 || Task Loss: 0.2168 || KD Loss: 0.0305|| 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, 9:52:27 || Estimated Time: 11:57:57
2023-07-26 20:38:59,609 semantic_segmentation INFO: Iters: 124310/150000 || Lr: 0.004086 || Task Loss: 0.3775 || KD Loss: 0.0427|| 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, 9:52:44 || Estimated Time: 11:57:40
2023-07-26 20:39:16,006 semantic_segmentation INFO: Iters: 124320/150000 || Lr: 0.004085 || Task Loss: 0.2397 || KD Loss: 0.0472|| 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, 9:53:00 || Estimated Time: 11:57:23
2023-07-26 20:39:32,327 semantic_segmentation INFO: Iters: 124330/150000 || Lr: 0.004084 || Task Loss: 0.4918 || KD Loss: 0.0752|| 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, 9:53:16 || Estimated Time: 11:57:06
2023-07-26 20:39:48,739 semantic_segmentation INFO: Iters: 124340/150000 || Lr: 0.004082 || Task Loss: 0.2753 || KD Loss: 0.0367|| 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, 9:53:33 || Estimated Time: 11:56:50
2023-07-26 20:40:05,120 semantic_segmentation INFO: Iters: 124350/150000 || Lr: 0.004081 || Task Loss: 0.3221 || KD Loss: 0.0448|| 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, 9:53:49 || Estimated Time: 11:56:33
2023-07-26 20:40:21,517 semantic_segmentation INFO: Iters: 124360/150000 || Lr: 0.004079 || Task Loss: 0.3532 || KD Loss: 0.0340|| 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, 9:54:05 || Estimated Time: 11:56:16
2023-07-26 20:40:37,897 semantic_segmentation INFO: Iters: 124370/150000 || Lr: 0.004078 || Task Loss: 0.2569 || KD Loss: 0.0277|| 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, 9:54:22 || Estimated Time: 11:55:59
2023-07-26 20:40:54,302 semantic_segmentation INFO: Iters: 124380/150000 || Lr: 0.004076 || Task Loss: 0.2117 || KD Loss: 0.0322|| 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, 9:54:38 || Estimated Time: 11:55:42
2023-07-26 20:41:10,677 semantic_segmentation INFO: Iters: 124390/150000 || Lr: 0.004075 || Task Loss: 0.3008 || KD Loss: 0.0437|| 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, 9:54:55 || Estimated Time: 11:55:25
2023-07-26 20:41:27,043 semantic_segmentation INFO: Iters: 124400/150000 || Lr: 0.004074 || Task Loss: 0.2923 || KD Loss: 0.0379|| 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, 9:55:11 || Estimated Time: 11:55:09
2023-07-26 20:41:43,427 semantic_segmentation INFO: Iters: 124410/150000 || Lr: 0.004072 || Task Loss: 0.1955 || KD Loss: 0.0209|| 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, 9:55:27 || Estimated Time: 11:54:52
2023-07-26 20:41:59,811 semantic_segmentation INFO: Iters: 124420/150000 || Lr: 0.004071 || Task Loss: 0.3151 || KD Loss: 0.0598|| 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, 9:55:44 || Estimated Time: 11:54:35
2023-07-26 20:42:16,194 semantic_segmentation INFO: Iters: 124430/150000 || Lr: 0.004069 || Task Loss: 0.2654 || KD Loss: 0.0279|| 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, 9:56:00 || Estimated Time: 11:54:18
2023-07-26 20:42:32,518 semantic_segmentation INFO: Iters: 124440/150000 || Lr: 0.004068 || Task Loss: 0.3619 || KD Loss: 0.0479|| 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, 9:56:16 || Estimated Time: 11:54:01
2023-07-26 20:42:48,805 semantic_segmentation INFO: Iters: 124450/150000 || Lr: 0.004066 || Task Loss: 0.2494 || KD Loss: 0.0382|| 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, 9:56:33 || Estimated Time: 11:53:44
2023-07-26 20:43:05,151 semantic_segmentation INFO: Iters: 124460/150000 || Lr: 0.004065 || Task Loss: 0.2911 || KD Loss: 0.0310|| 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, 9:56:49 || Estimated Time: 11:53:27
2023-07-26 20:43:21,489 semantic_segmentation INFO: Iters: 124470/150000 || Lr: 0.004064 || Task Loss: 0.2015 || KD Loss: 0.0249|| 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, 9:57:05 || Estimated Time: 11:53:11
2023-07-26 20:43:37,908 semantic_segmentation INFO: Iters: 124480/150000 || Lr: 0.004062 || Task Loss: 0.3826 || KD Loss: 0.0439|| 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, 9:57:22 || Estimated Time: 11:52:54
2023-07-26 20:43:54,243 semantic_segmentation INFO: Iters: 124490/150000 || Lr: 0.004061 || Task Loss: 0.2241 || KD Loss: 0.0342|| 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, 9:57:38 || Estimated Time: 11:52:37
2023-07-26 20:44:10,682 semantic_segmentation INFO: Iters: 124500/150000 || Lr: 0.004059 || Task Loss: 0.3699 || KD Loss: 0.0396|| 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, 9:57:55 || Estimated Time: 11:52:20
2023-07-26 20:44:27,089 semantic_segmentation INFO: Iters: 124510/150000 || Lr: 0.004058 || Task Loss: 0.2428 || KD Loss: 0.0329|| 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, 9:58:11 || Estimated Time: 11:52:03
2023-07-26 20:44:43,450 semantic_segmentation INFO: Iters: 124520/150000 || Lr: 0.004056 || Task Loss: 0.3343 || KD Loss: 0.0848|| 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, 9:58:27 || Estimated Time: 11:51:46
2023-07-26 20:44:59,838 semantic_segmentation INFO: Iters: 124530/150000 || Lr: 0.004055 || Task Loss: 0.2876 || KD Loss: 0.0305|| 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, 9:58:44 || Estimated Time: 11:51:30
2023-07-26 20:45:16,205 semantic_segmentation INFO: Iters: 124540/150000 || Lr: 0.004054 || Task Loss: 0.2044 || KD Loss: 0.0293|| 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, 9:59:00 || Estimated Time: 11:51:13
2023-07-26 20:45:32,601 semantic_segmentation INFO: Iters: 124550/150000 || Lr: 0.004052 || Task Loss: 0.3463 || KD Loss: 0.0645|| 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, 9:59:17 || Estimated Time: 11:50:56
2023-07-26 20:45:48,922 semantic_segmentation INFO: Iters: 124560/150000 || Lr: 0.004051 || Task Loss: 0.3071 || KD Loss: 0.0445|| 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, 9:59:33 || Estimated Time: 11:50:39
2023-07-26 20:46:05,368 semantic_segmentation INFO: Iters: 124570/150000 || Lr: 0.004049 || Task Loss: 0.1800 || KD Loss: 0.0348|| 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, 9:59:49 || Estimated Time: 11:50:22
2023-07-26 20:46:21,739 semantic_segmentation INFO: Iters: 124580/150000 || Lr: 0.004048 || Task Loss: 0.2864 || KD Loss: 0.0459|| 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, 10:00:06 || Estimated Time: 11:50:05
2023-07-26 20:46:38,123 semantic_segmentation INFO: Iters: 124590/150000 || Lr: 0.004046 || Task Loss: 0.2089 || KD Loss: 0.0276|| 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, 10:00:22 || Estimated Time: 11:49:49
2023-07-26 20:46:54,491 semantic_segmentation INFO: Iters: 124600/150000 || Lr: 0.004045 || Task Loss: 0.3567 || 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: 2 days, 10:00:38 || Estimated Time: 11:49:32
2023-07-26 20:47:10,892 semantic_segmentation INFO: Iters: 124610/150000 || Lr: 0.004044 || Task Loss: 0.2442 || KD Loss: 0.0361|| 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, 10:00:55 || Estimated Time: 11:49:15
2023-07-26 20:47:27,284 semantic_segmentation INFO: Iters: 124620/150000 || Lr: 0.004042 || Task Loss: 0.3160 || KD Loss: 0.0638|| 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, 10:01:11 || Estimated Time: 11:48:58
2023-07-26 20:47:43,674 semantic_segmentation INFO: Iters: 124630/150000 || Lr: 0.004041 || Task Loss: 0.2142 || KD Loss: 0.0601|| 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, 10:01:28 || Estimated Time: 11:48:41
2023-07-26 20:48:00,054 semantic_segmentation INFO: Iters: 124640/150000 || Lr: 0.004039 || Task Loss: 0.2925 || KD Loss: 0.0408|| 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, 10:01:44 || Estimated Time: 11:48:24
2023-07-26 20:48:16,409 semantic_segmentation INFO: Iters: 124650/150000 || Lr: 0.004038 || Task Loss: 0.2494 || KD Loss: 0.0421|| 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, 10:02:00 || Estimated Time: 11:48:08
2023-07-26 20:48:32,781 semantic_segmentation INFO: Iters: 124660/150000 || Lr: 0.004036 || Task Loss: 0.3016 || KD Loss: 0.0422|| 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, 10:02:17 || Estimated Time: 11:47:51
2023-07-26 20:48:49,209 semantic_segmentation INFO: Iters: 124670/150000 || Lr: 0.004035 || Task Loss: 0.2515 || KD Loss: 0.0566|| 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, 10:02:33 || Estimated Time: 11:47:34
2023-07-26 20:49:05,593 semantic_segmentation INFO: Iters: 124680/150000 || Lr: 0.004033 || Task Loss: 0.4648 || KD Loss: 0.0373|| 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, 10:02:50 || Estimated Time: 11:47:17
2023-07-26 20:49:21,964 semantic_segmentation INFO: Iters: 124690/150000 || Lr: 0.004032 || Task Loss: 0.3222 || KD Loss: 0.0448|| 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, 10:03:06 || Estimated Time: 11:47:00
2023-07-26 20:49:38,340 semantic_segmentation INFO: Iters: 124700/150000 || Lr: 0.004031 || Task Loss: 0.2172 || KD Loss: 0.0222|| 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, 10:03:22 || Estimated Time: 11:46:43
2023-07-26 20:49:54,691 semantic_segmentation INFO: Iters: 124710/150000 || Lr: 0.004029 || Task Loss: 0.2752 || KD Loss: 0.0350|| 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, 10:03:39 || Estimated Time: 11:46:26
2023-07-26 20:50:11,115 semantic_segmentation INFO: Iters: 124720/150000 || Lr: 0.004028 || Task Loss: 0.1994 || KD Loss: 0.0301|| 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, 10:03:55 || Estimated Time: 11:46:10
2023-07-26 20:50:27,448 semantic_segmentation INFO: Iters: 124730/150000 || Lr: 0.004026 || Task Loss: 0.3462 || KD Loss: 0.0472|| 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, 10:04:11 || Estimated Time: 11:45:53
2023-07-26 20:50:43,903 semantic_segmentation INFO: Iters: 124740/150000 || Lr: 0.004025 || Task Loss: 0.2155 || KD Loss: 0.0278|| 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, 10:04:28 || Estimated Time: 11:45:36
2023-07-26 20:51:00,273 semantic_segmentation INFO: Iters: 124750/150000 || Lr: 0.004023 || Task Loss: 0.3167 || KD Loss: 0.0374|| 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, 10:04:44 || Estimated Time: 11:45:19
2023-07-26 20:51:16,645 semantic_segmentation INFO: Iters: 124760/150000 || Lr: 0.004022 || Task Loss: 0.3508 || KD Loss: 0.0392|| 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, 10:05:01 || Estimated Time: 11:45:02
2023-07-26 20:51:33,030 semantic_segmentation INFO: Iters: 124770/150000 || Lr: 0.004021 || Task Loss: 0.2228 || KD Loss: 0.0303|| 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, 10:05:17 || Estimated Time: 11:44:45
2023-07-26 20:51:49,416 semantic_segmentation INFO: Iters: 124780/150000 || Lr: 0.004019 || Task Loss: 0.3078 || KD Loss: 0.0442|| 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, 10:05:33 || Estimated Time: 11:44:29
2023-07-26 20:52:05,809 semantic_segmentation INFO: Iters: 124790/150000 || Lr: 0.004018 || Task Loss: 0.3042 || KD Loss: 0.0243|| 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, 10:05:50 || Estimated Time: 11:44:12
2023-07-26 20:52:22,177 semantic_segmentation INFO: Iters: 124800/150000 || Lr: 0.004016 || Task Loss: 0.2459 || KD Loss: 0.0480|| 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, 10:06:06 || Estimated Time: 11:43:55
2023-07-26 20:52:22,290 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 20:52:22,743 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-26 20:52:22,763 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 20:52:22,776 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.163
2023-07-26 20:52:22,789 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.163
2023-07-26 20:52:22,802 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.229
2023-07-26 20:52:22,815 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.954, mIoU: 0.271
2023-07-26 20:52:22,828 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.316
2023-07-26 20:52:22,842 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.325
2023-07-26 20:52:22,854 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.364
2023-07-26 20:52:22,867 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.409
2023-07-26 20:52:22,882 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.464
2023-07-26 20:52:22,899 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.511
2023-07-26 20:52:22,912 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.503
2023-07-26 20:52:22,926 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.488
2023-07-26 20:52:22,940 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.486
2023-07-26 20:52:22,953 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.483
2023-07-26 20:52:22,964 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.476
2023-07-26 20:52:22,976 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.476
2023-07-26 20:52:22,991 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.471
2023-07-26 20:52:23,006 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.529
2023-07-26 20:52:23,021 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.531
2023-07-26 20:52:23,036 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.538
2023-07-26 20:52:23,050 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-26 20:52:23,066 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.574
2023-07-26 20:52:23,082 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.574
2023-07-26 20:52:23,095 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-26 20:52:23,110 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.577
2023-07-26 20:52:23,121 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.579
2023-07-26 20:52:23,137 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.567
2023-07-26 20:52:23,151 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.567
2023-07-26 20:52:23,165 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.568
2023-07-26 20:52:23,180 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.567
2023-07-26 20:52:23,195 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.579
2023-07-26 20:52:23,210 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-26 20:52:23,225 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.603
2023-07-26 20:52:23,240 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.603
2023-07-26 20:52:23,253 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.603
2023-07-26 20:52:23,266 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.649
2023-07-26 20:52:23,282 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.648
2023-07-26 20:52:23,294 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.647
2023-07-26 20:52:23,307 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.666
2023-07-26 20:52:23,321 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.666
2023-07-26 20:52:23,334 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.660
2023-07-26 20:52:23,347 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.660
2023-07-26 20:52:23,361 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.671
2023-07-26 20:52:23,376 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.674
2023-07-26 20:52:23,388 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.677
2023-07-26 20:52:23,400 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.678
2023-07-26 20:52:23,414 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.679
2023-07-26 20:52:23,429 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.678
2023-07-26 20:52:23,444 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.677
2023-07-26 20:52:23,458 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-26 20:52:23,471 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.674
2023-07-26 20:52:23,485 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.675
2023-07-26 20:52:23,500 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.680
2023-07-26 20:52:23,513 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-26 20:52:23,528 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-26 20:52:23,544 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.674
2023-07-26 20:52:23,557 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.674
2023-07-26 20:52:23,572 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-26 20:52:23,585 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-26 20:52:23,599 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-26 20:52:23,612 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-26 20:52:23,629 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-26 20:52:23,642 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-26 20:52:23,657 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.712
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2023-07-26 20:52:23,684 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.758
2023-07-26 20:52:23,699 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.759
2023-07-26 20:52:23,713 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.759
2023-07-26 20:52:23,729 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-26 20:52:23,742 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-26 20:52:23,757 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-26 20:52:23,771 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-26 20:52:23,785 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-26 20:52:23,800 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.777
2023-07-26 20:52:23,814 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.771
2023-07-26 20:52:23,823 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 20:52:23,838 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.772
2023-07-26 20:52:23,854 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.771
2023-07-26 20:52:23,866 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.773
2023-07-26 20:52:23,881 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.773
2023-07-26 20:52:23,896 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 20:52:23,913 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.766
2023-07-26 20:52:23,929 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.766
2023-07-26 20:52:23,943 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 20:52:23,958 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-26 20:52:23,973 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 20:52:23,988 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.767
2023-07-26 20:52:24,001 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.767
2023-07-26 20:52:24,016 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.764
2023-07-26 20:52:24,031 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.764
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2023-07-26 20:52:24,061 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.770
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2023-07-26 20:52:24,090 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.761
2023-07-26 20:52:24,103 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-26 20:52:24,115 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.763
2023-07-26 20:52:24,129 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-26 20:52:24,141 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.761
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2023-07-26 20:52:24,169 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.760
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2023-07-26 20:52:24,220 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 20:52:24,234 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.762
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2023-07-26 20:52:24,261 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 20:52:24,273 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 20:52:24,285 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 20:52:24,297 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 20:52:24,312 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 20:52:24,326 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-26 20:52:24,341 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 20:52:24,353 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 20:52:24,366 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 20:52:24,381 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.759
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2023-07-26 20:52:24,408 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-26 20:52:24,513 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-26 20:52:24,521 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-26 20:52:24,534 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-26 20:52:24,632 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-26 20:52:24,687 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.735
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2023-07-26 20:52:24,891 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-26 20:52:25,006 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 20:52:25,031 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 20:52:25,503 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 20:52:25,603 semantic_segmentation INFO: Sample: 207, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 20:52:28,352 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.935, mIoU: 0.710
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2023-07-26 20:52:28,380 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 20:52:28,392 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.935, mIoU: 0.708
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2023-07-26 20:52:28,421 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-26 20:52:28,436 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-26 20:52:28,449 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 20:52:28,462 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 20:52:28,475 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 20:52:28,488 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 20:52:28,499 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 20:52:28,514 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 20:52:28,529 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 20:52:28,543 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 20:52:28,558 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 20:52:28,570 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 20:52:28,585 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 20:52:28,600 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-26 20:52:28,614 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 20:52:28,627 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.934, mIoU: 0.706
2023-07-26 20:52:28,642 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 20:52:28,654 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.933, mIoU: 0.707
2023-07-26 20:52:28,670 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-26 20:52:28,683 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.934, mIoU: 0.709
2023-07-26 20:52:28,697 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 20:52:28,712 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 20:52:28,724 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 20:52:28,739 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 20:52:28,754 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-26 20:52:28,766 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 20:52:28,781 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 20:52:28,796 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.712
2023-07-26 20:52:28,809 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 20:52:28,824 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-26 20:52:28,838 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,853 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,868 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,882 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:28,896 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,910 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,924 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:28,937 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:28,949 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:28,966 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:28,982 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:28,997 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:29,011 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,024 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 20:52:29,039 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 20:52:29,052 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.713
2023-07-26 20:52:29,062 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,076 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,090 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,105 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,119 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,134 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,150 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,164 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,172 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,182 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,195 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,208 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,223 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.935, mIoU: 0.713
2023-07-26 20:52:29,235 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,250 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,266 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,280 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,295 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,309 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,322 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,336 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 20:52:29,350 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.935, mIoU: 0.716
2023-07-26 20:52:29,363 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 20:52:29,378 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.935, mIoU: 0.717
2023-07-26 20:52:29,388 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 20:52:29,403 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 20:52:29,416 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-26 20:52:29,431 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:29,446 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:29,460 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 20:52:29,470 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 20:52:29,483 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:29,498 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:29,514 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:29,526 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:29,539 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 20:52:29,553 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 20:52:29,567 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 20:52:29,583 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:29,597 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:29,606 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:29,621 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 20:52:29,635 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,648 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 20:52:29,662 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,676 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,689 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,704 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:29,716 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:29,731 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:29,746 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:29,761 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:29,776 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,789 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,801 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 20:52:29,815 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:29,830 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:29,844 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:29,859 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:29,875 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:29,891 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-26 20:52:29,906 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,918 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,933 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,948 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,962 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.935, mIoU: 0.714
2023-07-26 20:52:29,979 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:29,995 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:30,008 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 20:52:30,023 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-26 20:52:30,037 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.935, mIoU: 0.715
2023-07-26 20:52:30,049 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:30,063 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-26 20:52:30,074 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:30,088 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-26 20:52:30,100 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.935, mIoU: 0.721
2023-07-26 20:52:30,111 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,123 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,136 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,150 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,164 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,178 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,186 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,200 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,214 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,228 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,243 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,258 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,270 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,283 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,298 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,312 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,327 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,339 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,352 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:30,366 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,380 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,394 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:30,407 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,421 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,436 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,451 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,464 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:30,479 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 20:52:30,493 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 20:52:30,506 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 20:52:30,520 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 20:52:30,535 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.936, mIoU: 0.726
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2023-07-26 20:52:30,563 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.937, mIoU: 0.725
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2023-07-26 20:52:30,605 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:30,621 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:30,631 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:30,645 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 20:52:30,688 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 20:52:30,716 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 20:52:30,784 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 20:52:30,924 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-26 20:52:30,980 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:30,992 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,007 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:31,021 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.936, mIoU: 0.723
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2023-07-26 20:52:31,048 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,063 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,074 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,089 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,104 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,118 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,131 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 20:52:31,146 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,160 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,175 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,189 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,205 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,220 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,234 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,250 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,264 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 20:52:31,276 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,290 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:31,305 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,319 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,331 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,345 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,358 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,372 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,386 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,401 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:31,414 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,428 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,442 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,456 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,470 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:31,484 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:31,499 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:31,517 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:31,532 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 20:52:31,547 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 20:52:31,557 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.936, mIoU: 0.726
2023-07-26 20:52:31,570 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 20:52:31,585 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.936, mIoU: 0.725
2023-07-26 20:52:31,598 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,613 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,626 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,639 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:31,654 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,670 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:31,684 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,699 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,711 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 20:52:31,725 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,737 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,752 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,766 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:31,780 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,794 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,808 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:31,823 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:31,835 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:31,849 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-26 20:52:31,863 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,876 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,889 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,903 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,918 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.935, mIoU: 0.722
2023-07-26 20:52:31,937 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,951 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,965 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,980 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:31,996 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:32,010 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 20:52:32,024 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:32,031 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:32,046 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:32,062 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.936, mIoU: 0.723
2023-07-26 20:52:32,076 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,091 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,105 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,119 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,134 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,148 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,160 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 20:52:32,173 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,187 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,200 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,214 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,226 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,238 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.937, mIoU: 0.724
2023-07-26 20:52:32,251 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:32,264 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-26 20:52:32,276 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 20:52:32,288 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 20:52:32,300 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 20:52:32,314 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,329 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,340 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,354 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,366 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,377 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 20:52:32,391 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:32,405 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:32,419 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:32,433 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:32,447 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 20:52:32,461 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,474 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,488 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,503 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,520 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,535 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,550 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:32,565 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:32,578 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:32,591 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:32,603 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 20:52:32,618 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,635 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,647 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,660 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,675 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,689 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,704 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,718 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,732 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,745 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,760 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,772 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,786 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,800 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,813 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,828 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,840 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,855 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,870 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,882 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,894 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,909 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:32,925 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,939 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,954 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,966 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,978 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:32,992 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,005 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,020 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,037 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,050 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,064 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,077 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,091 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,106 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,119 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,132 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,147 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,162 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,175 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,190 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,204 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,218 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,231 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,246 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,262 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,278 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,291 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,305 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,318 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,333 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,345 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,358 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,372 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,387 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,399 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,414 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,429 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,444 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,459 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,472 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,483 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,497 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,510 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:33,522 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,535 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,550 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,563 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,576 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,590 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,605 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,620 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,635 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,648 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,661 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,675 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:33,690 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:33,705 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:33,719 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:33,731 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:33,744 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,756 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,771 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,786 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,799 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,813 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:33,823 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,836 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,850 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,864 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.938, mIoU: 0.727
2023-07-26 20:52:33,876 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,891 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,903 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:33,918 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,931 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,945 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,958 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,973 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:33,988 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:34,001 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,017 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,036 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,051 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,065 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,080 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,095 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,110 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,124 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,138 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,151 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,163 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,176 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,188 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,203 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,216 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,231 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,245 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,255 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,269 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,284 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,297 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,310 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,325 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,339 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,352 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,366 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,381 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,395 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,408 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,419 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,436 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:34,450 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,465 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,477 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,492 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:34,506 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,521 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,535 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,548 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,562 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,575 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,589 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:34,603 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:34,616 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,631 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,644 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,658 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,673 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:34,688 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:34,702 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,716 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,731 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,744 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,760 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,775 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,791 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,805 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,815 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,829 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,842 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,857 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,871 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,886 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,899 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:34,914 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:34,928 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,942 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,957 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:34,972 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:34,984 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:34,999 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:35,013 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,027 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:35,040 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:35,055 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:35,070 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,084 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,096 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,110 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,124 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,137 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:35,150 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:35,165 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:35,178 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:35,192 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:35,205 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,219 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,234 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,249 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,263 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,279 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,294 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,307 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,320 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,334 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,347 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,360 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,374 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,388 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,402 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,417 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,429 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,441 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,456 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,470 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,483 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,496 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,509 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,523 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,536 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,551 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,566 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,580 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:35,589 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,604 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,619 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,631 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,645 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,659 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,673 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,686 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,700 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,714 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,729 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,743 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,757 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,773 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,789 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,802 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,816 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,831 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,845 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:35,858 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,872 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,887 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,901 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,908 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,921 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,934 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,946 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,957 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:35,971 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:35,985 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,000 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,011 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:36,024 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:36,038 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,049 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:36,065 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 20:52:36,078 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,093 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,108 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,122 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,137 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,148 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,161 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,175 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,190 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,204 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,218 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,231 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,240 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,251 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,264 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,276 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,290 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,303 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:36,317 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,332 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,347 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,360 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,375 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,390 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,404 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,420 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,434 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,448 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,462 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,478 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,490 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,503 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,517 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,529 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,545 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,557 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,572 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,586 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:36,603 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 20:52:36,618 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 20:52:36,631 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,645 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,660 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,674 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,688 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,701 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,713 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,728 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 20:52:36,742 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 20:52:36,756 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-26 20:52:36,771 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 20:52:36,786 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 20:52:36,801 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-26 20:52:36,815 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,829 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,842 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,856 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,866 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,879 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,893 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:36,904 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,918 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,932 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:36,947 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 20:52:36,961 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 20:52:36,976 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-26 20:52:36,990 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,005 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,017 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,033 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,045 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,060 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,076 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-26 20:52:37,090 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,105 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,118 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,133 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,148 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,163 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,178 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,193 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,205 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,216 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,230 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,242 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,254 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,269 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,283 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,297 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,309 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,321 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,335 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,350 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,364 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,376 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,388 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,402 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,416 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,431 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,446 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,460 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,474 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,488 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,502 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,516 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,530 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,544 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,558 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,571 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,585 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,599 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,614 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,627 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 20:52:37,641 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 20:52:37,656 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,671 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,684 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-26 20:52:37,699 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,714 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,728 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,743 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,758 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,772 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,786 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,800 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,816 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,829 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,843 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,855 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,864 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:37,878 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,892 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:37,904 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:37,919 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:37,933 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:37,945 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-26 20:52:37,958 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:37,972 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:37,986 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,001 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,017 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,032 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,049 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,063 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,077 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,093 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,108 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,123 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,135 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,148 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,163 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,177 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,192 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,207 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,219 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,234 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,247 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,259 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,273 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,288 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:38,302 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,316 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,328 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,342 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,356 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,370 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,384 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,396 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,410 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,422 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,435 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:38,461 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,476 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,490 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,504 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,514 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,527 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,542 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:38,600 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:38,627 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:38,683 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,695 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.939, mIoU: 0.729
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2023-07-26 20:52:38,821 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,835 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:38,850 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:38,932 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-26 20:52:38,958 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.939, mIoU: 0.730
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2023-07-26 20:52:39,002 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-26 20:52:39,026 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:39,041 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:39,055 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:39,069 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,082 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,097 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,112 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-26 20:52:39,125 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,140 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,154 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,169 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,184 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 20:52:39,199 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,213 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,226 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,241 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,253 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,267 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,283 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,298 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,310 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,324 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,335 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,349 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,364 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,378 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,391 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,405 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,421 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,435 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,446 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,460 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,474 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,484 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,499 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:39,513 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,528 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,540 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,552 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,566 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,580 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,594 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,606 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,621 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,634 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:39,646 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:39,661 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:39,677 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,693 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,708 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,724 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,737 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,752 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,766 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,782 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,797 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,810 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,823 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,838 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,853 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,868 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,881 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,893 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,908 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:39,922 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,935 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,947 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,962 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,976 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:39,991 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,005 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,019 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,034 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,047 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,061 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,075 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,088 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,102 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,118 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,133 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,147 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,161 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.938, mIoU: 0.728
2023-07-26 20:52:40,175 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:40,189 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:40,203 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:40,217 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:40,232 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:40,247 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,261 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,277 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,292 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,305 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,318 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,332 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,348 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,360 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,375 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,390 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,404 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,419 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,433 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,448 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,462 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,475 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,487 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,499 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,512 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,524 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,538 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,552 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,564 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,577 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:40,591 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:40,601 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:40,614 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,629 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,643 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,657 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,671 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,683 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:40,698 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 20:52:40,713 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,726 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,742 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,757 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 20:52:40,772 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,786 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,801 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,817 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,831 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,846 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,859 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,873 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,888 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,902 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,916 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,928 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:40,942 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:40,956 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:40,970 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:40,984 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:40,997 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,011 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,025 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,035 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,048 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,060 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,073 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,088 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,103 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,118 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,131 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,144 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,158 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,172 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,186 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,200 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,215 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,227 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,241 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,256 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,269 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 20:52:41,284 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,299 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,311 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,326 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,337 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,352 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 20:52:41,397 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 20:52:41,410 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 20:52:41,451 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,465 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 20:52:41,520 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-26 20:52:41,577 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 20:52:41,606 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,620 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 20:52:41,655 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,668 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 20:52:41,696 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,710 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,725 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,740 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,755 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 20:52:41,770 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,784 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,798 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:41,814 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:41,829 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:41,844 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,859 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,875 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,888 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,902 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,916 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,931 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,943 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,956 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,971 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,985 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:41,999 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:42,013 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,028 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,042 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,056 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,069 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,083 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,096 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,110 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,126 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,141 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,156 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,169 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,184 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,198 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,213 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,227 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,242 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,257 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,271 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,285 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,299 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,312 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,327 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,341 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,355 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,369 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,384 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,397 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,406 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,421 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,433 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,447 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,461 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,475 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,489 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,500 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,509 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,525 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,539 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,554 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,566 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,581 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,595 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,608 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,623 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,637 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,651 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,665 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,677 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,692 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,706 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,720 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,733 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,747 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-26 20:52:42,760 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,774 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,791 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,803 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,817 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,831 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 20:52:42,847 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 20:52:59,090 semantic_segmentation INFO: Iters: 124810/150000 || Lr: 0.004015 || Task Loss: 0.3276 || KD Loss: 0.0593|| 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, 10:06:43 || Estimated Time: 11:43:42
2023-07-26 20:53:15,522 semantic_segmentation INFO: Iters: 124820/150000 || Lr: 0.004013 || Task Loss: 0.3245 || KD Loss: 0.0458|| 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, 10:07:00 || Estimated Time: 11:43:25
2023-07-26 20:53:31,918 semantic_segmentation INFO: Iters: 124830/150000 || Lr: 0.004012 || Task Loss: 0.2593 || KD Loss: 0.0263|| 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, 10:07:16 || Estimated Time: 11:43:09
2023-07-26 20:53:48,308 semantic_segmentation INFO: Iters: 124840/150000 || Lr: 0.004011 || Task Loss: 0.3772 || KD Loss: 0.0578|| 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, 10:07:32 || Estimated Time: 11:42:52
2023-07-26 20:54:04,702 semantic_segmentation INFO: Iters: 124850/150000 || Lr: 0.004009 || Task Loss: 0.2790 || KD Loss: 0.0335|| 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, 10:07:49 || Estimated Time: 11:42:35
2023-07-26 20:54:21,166 semantic_segmentation INFO: Iters: 124860/150000 || Lr: 0.004008 || Task Loss: 0.2184 || KD Loss: 0.0353|| 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, 10:08:05 || Estimated Time: 11:42:18
2023-07-26 20:54:37,566 semantic_segmentation INFO: Iters: 124870/150000 || Lr: 0.004006 || Task Loss: 0.2703 || KD Loss: 0.0307|| 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, 10:08:22 || Estimated Time: 11:42:01
2023-07-26 20:54:53,948 semantic_segmentation INFO: Iters: 124880/150000 || Lr: 0.004005 || Task Loss: 0.2615 || KD Loss: 0.0385|| 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, 10:08:38 || Estimated Time: 11:41:44
2023-07-26 20:55:10,448 semantic_segmentation INFO: Iters: 124890/150000 || Lr: 0.004003 || Task Loss: 0.4481 || KD Loss: 0.0619|| 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, 10:08:54 || Estimated Time: 11:41:28
2023-07-26 20:55:26,926 semantic_segmentation INFO: Iters: 124900/150000 || Lr: 0.004002 || Task Loss: 0.3291 || KD Loss: 0.0757|| 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, 10:09:11 || Estimated Time: 11:41:11
2023-07-26 20:55:43,306 semantic_segmentation INFO: Iters: 124910/150000 || Lr: 0.004000 || Task Loss: 0.2434 || KD Loss: 0.0343|| 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, 10:09:27 || Estimated Time: 11:40:54
2023-07-26 20:55:59,659 semantic_segmentation INFO: Iters: 124920/150000 || Lr: 0.003999 || Task Loss: 0.3005 || KD Loss: 0.0436|| 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, 10:09:44 || Estimated Time: 11:40:37
2023-07-26 20:56:16,509 semantic_segmentation INFO: Iters: 124930/150000 || Lr: 0.003998 || Task Loss: 0.2384 || KD Loss: 0.0337|| 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, 10:10:00 || Estimated Time: 11:40:20
2023-07-26 20:56:36,103 semantic_segmentation INFO: Iters: 124940/150000 || Lr: 0.003996 || Task Loss: 0.3105 || KD Loss: 0.0348|| 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, 10:10:20 || Estimated Time: 11:40:04
2023-07-26 20:56:52,522 semantic_segmentation INFO: Iters: 124950/150000 || Lr: 0.003995 || Task Loss: 0.2466 || KD Loss: 0.0309|| 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, 10:10:37 || Estimated Time: 11:39:47
2023-07-26 20:57:08,883 semantic_segmentation INFO: Iters: 124960/150000 || Lr: 0.003993 || Task Loss: 0.3742 || KD Loss: 0.0650|| 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, 10:10:53 || Estimated Time: 11:39:31
2023-07-26 20:57:25,271 semantic_segmentation INFO: Iters: 124970/150000 || Lr: 0.003992 || Task Loss: 0.2948 || KD Loss: 0.0384|| 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, 10:11:09 || Estimated Time: 11:39:14
2023-07-26 20:57:41,686 semantic_segmentation INFO: Iters: 124980/150000 || Lr: 0.003990 || Task Loss: 0.2286 || KD Loss: 0.0402|| 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, 10:11:26 || Estimated Time: 11:38:57
2023-07-26 20:57:58,057 semantic_segmentation INFO: Iters: 124990/150000 || Lr: 0.003989 || Task Loss: 0.2731 || KD Loss: 0.0346|| 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, 10:11:42 || Estimated Time: 11:38:40
2023-07-26 20:58:14,382 semantic_segmentation INFO: Iters: 125000/150000 || Lr: 0.003988 || Task Loss: 0.1763 || KD Loss: 0.0210|| 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, 10:11:58 || Estimated Time: 11:38:23
2023-07-26 20:58:30,832 semantic_segmentation INFO: Iters: 125010/150000 || Lr: 0.003986 || Task Loss: 0.2720 || KD Loss: 0.0386|| 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, 10:12:15 || Estimated Time: 11:38:06
2023-07-26 20:58:47,205 semantic_segmentation INFO: Iters: 125020/150000 || Lr: 0.003985 || Task Loss: 0.2262 || KD Loss: 0.0276|| 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, 10:12:31 || Estimated Time: 11:37:50
2023-07-26 20:59:03,570 semantic_segmentation INFO: Iters: 125030/150000 || Lr: 0.003983 || Task Loss: 0.3402 || KD Loss: 0.0443|| 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, 10:12:48 || Estimated Time: 11:37:33
2023-07-26 20:59:19,954 semantic_segmentation INFO: Iters: 125040/150000 || Lr: 0.003982 || Task Loss: 0.3688 || KD Loss: 0.0524|| 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, 10:13:04 || Estimated Time: 11:37:16
2023-07-26 20:59:36,343 semantic_segmentation INFO: Iters: 125050/150000 || Lr: 0.003980 || Task Loss: 0.2547 || KD Loss: 0.0286|| 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, 10:13:20 || Estimated Time: 11:36:59
2023-07-26 20:59:52,718 semantic_segmentation INFO: Iters: 125060/150000 || Lr: 0.003979 || Task Loss: 0.2642 || KD Loss: 0.0284|| 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, 10:13:37 || Estimated Time: 11:36:42
2023-07-26 21:00:09,062 semantic_segmentation INFO: Iters: 125070/150000 || Lr: 0.003978 || Task Loss: 0.2733 || KD Loss: 0.0398|| 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, 10:13:53 || Estimated Time: 11:36:25
2023-07-26 21:00:25,483 semantic_segmentation INFO: Iters: 125080/150000 || Lr: 0.003976 || Task Loss: 0.1862 || KD Loss: 0.0232|| 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, 10:14:09 || Estimated Time: 11:36:08
2023-07-26 21:00:41,828 semantic_segmentation INFO: Iters: 125090/150000 || Lr: 0.003975 || Task Loss: 0.2951 || KD Loss: 0.0407|| 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, 10:14:26 || Estimated Time: 11:35:52
2023-07-26 21:00:58,283 semantic_segmentation INFO: Iters: 125100/150000 || Lr: 0.003973 || Task Loss: 0.2493 || KD Loss: 0.0498|| 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, 10:14:42 || Estimated Time: 11:35:35
2023-07-26 21:01:14,612 semantic_segmentation INFO: Iters: 125110/150000 || Lr: 0.003972 || Task Loss: 0.1927 || KD Loss: 0.0367|| 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, 10:14:59 || Estimated Time: 11:35:18
2023-07-26 21:01:31,025 semantic_segmentation INFO: Iters: 125120/150000 || Lr: 0.003970 || Task Loss: 0.3363 || KD Loss: 0.0530|| 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, 10:15:15 || Estimated Time: 11:35:01
2023-07-26 21:01:47,409 semantic_segmentation INFO: Iters: 125130/150000 || Lr: 0.003969 || Task Loss: 0.2869 || KD Loss: 0.0378|| 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, 10:15:31 || Estimated Time: 11:34:44
2023-07-26 21:02:03,794 semantic_segmentation INFO: Iters: 125140/150000 || Lr: 0.003967 || Task Loss: 0.2990 || KD Loss: 0.0424|| 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, 10:15:48 || Estimated Time: 11:34:27
2023-07-26 21:02:20,205 semantic_segmentation INFO: Iters: 125150/150000 || Lr: 0.003966 || Task Loss: 0.3056 || KD Loss: 0.0478|| 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, 10:16:04 || Estimated Time: 11:34:11
2023-07-26 21:02:36,543 semantic_segmentation INFO: Iters: 125160/150000 || Lr: 0.003965 || Task Loss: 0.4266 || KD Loss: 0.0706|| 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, 10:16:21 || Estimated Time: 11:33:54
2023-07-26 21:02:52,945 semantic_segmentation INFO: Iters: 125170/150000 || Lr: 0.003963 || Task Loss: 0.4368 || KD Loss: 0.0538|| 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, 10:16:37 || Estimated Time: 11:33:37
2023-07-26 21:03:09,318 semantic_segmentation INFO: Iters: 125180/150000 || Lr: 0.003962 || Task Loss: 0.3724 || KD Loss: 0.0395|| 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, 10:16:53 || Estimated Time: 11:33:20
2023-07-26 21:03:25,719 semantic_segmentation INFO: Iters: 125190/150000 || Lr: 0.003960 || Task Loss: 0.3891 || KD Loss: 0.0510|| 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, 10:17:10 || Estimated Time: 11:33:03
2023-07-26 21:03:42,103 semantic_segmentation INFO: Iters: 125200/150000 || Lr: 0.003959 || Task Loss: 0.3224 || KD Loss: 0.0752|| 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, 10:17:26 || Estimated Time: 11:32:46
2023-07-26 21:03:58,494 semantic_segmentation INFO: Iters: 125210/150000 || Lr: 0.003957 || Task Loss: 0.2888 || KD Loss: 0.0596|| 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, 10:17:42 || Estimated Time: 11:32:30
2023-07-26 21:04:14,866 semantic_segmentation INFO: Iters: 125220/150000 || Lr: 0.003956 || Task Loss: 0.3370 || KD Loss: 0.0451|| 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, 10:17:59 || Estimated Time: 11:32:13
2023-07-26 21:04:31,231 semantic_segmentation INFO: Iters: 125230/150000 || Lr: 0.003955 || Task Loss: 0.3387 || KD Loss: 0.0594|| 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, 10:18:15 || Estimated Time: 11:31:56
2023-07-26 21:04:47,593 semantic_segmentation INFO: Iters: 125240/150000 || Lr: 0.003953 || Task Loss: 0.4594 || KD Loss: 0.0643|| 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, 10:18:32 || Estimated Time: 11:31:39
2023-07-26 21:05:04,020 semantic_segmentation INFO: Iters: 125250/150000 || Lr: 0.003952 || Task Loss: 0.2257 || KD Loss: 0.0322|| 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, 10:18:48 || Estimated Time: 11:31:22
2023-07-26 21:05:20,356 semantic_segmentation INFO: Iters: 125260/150000 || Lr: 0.003950 || Task Loss: 0.3732 || KD Loss: 0.0475|| 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: 2 days, 10:19:04 || Estimated Time: 11:31:05
2023-07-26 21:05:36,814 semantic_segmentation INFO: Iters: 125270/150000 || Lr: 0.003949 || Task Loss: 0.2782 || KD Loss: 0.0404|| 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, 10:19:21 || Estimated Time: 11:30:49
2023-07-26 21:05:53,187 semantic_segmentation INFO: Iters: 125280/150000 || Lr: 0.003947 || Task Loss: 0.3055 || KD Loss: 0.0371|| 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, 10:19:37 || Estimated Time: 11:30:32
2023-07-26 21:06:09,565 semantic_segmentation INFO: Iters: 125290/150000 || Lr: 0.003946 || Task Loss: 0.2429 || KD Loss: 0.0353|| 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, 10:19:54 || Estimated Time: 11:30:15
2023-07-26 21:06:25,938 semantic_segmentation INFO: Iters: 125300/150000 || Lr: 0.003944 || Task Loss: 0.2312 || KD Loss: 0.0375|| 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, 10:20:10 || Estimated Time: 11:29:58
2023-07-26 21:06:42,342 semantic_segmentation INFO: Iters: 125310/150000 || Lr: 0.003943 || Task Loss: 0.2854 || KD Loss: 0.0512|| 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, 10:20:26 || Estimated Time: 11:29:41
2023-07-26 21:06:58,710 semantic_segmentation INFO: Iters: 125320/150000 || Lr: 0.003942 || Task Loss: 0.3146 || KD Loss: 0.0315|| 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, 10:20:43 || Estimated Time: 11:29:24
2023-07-26 21:07:15,091 semantic_segmentation INFO: Iters: 125330/150000 || Lr: 0.003940 || Task Loss: 0.4062 || KD Loss: 0.0858|| 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, 10:20:59 || Estimated Time: 11:29:08
2023-07-26 21:07:31,484 semantic_segmentation INFO: Iters: 125340/150000 || Lr: 0.003939 || Task Loss: 0.3646 || KD Loss: 0.0458|| 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, 10:21:15 || Estimated Time: 11:28:51
2023-07-26 21:07:47,885 semantic_segmentation INFO: Iters: 125350/150000 || Lr: 0.003937 || Task Loss: 0.2626 || KD Loss: 0.0355|| 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, 10:21:32 || Estimated Time: 11:28:34
2023-07-26 21:08:04,245 semantic_segmentation INFO: Iters: 125360/150000 || Lr: 0.003936 || Task Loss: 0.2995 || KD Loss: 0.0326|| 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, 10:21:48 || Estimated Time: 11:28:17
2023-07-26 21:08:20,627 semantic_segmentation INFO: Iters: 125370/150000 || Lr: 0.003934 || Task Loss: 0.2396 || KD Loss: 0.0304|| 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, 10:22:05 || Estimated Time: 11:28:00
2023-07-26 21:08:37,230 semantic_segmentation INFO: Iters: 125380/150000 || Lr: 0.003933 || Task Loss: 0.2627 || KD Loss: 0.0394|| 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, 10:22:21 || Estimated Time: 11:27:43
2023-07-26 21:08:53,625 semantic_segmentation INFO: Iters: 125390/150000 || Lr: 0.003932 || Task Loss: 0.1998 || KD Loss: 0.0327|| 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, 10:22:38 || Estimated Time: 11:27:27
2023-07-26 21:09:10,004 semantic_segmentation INFO: Iters: 125400/150000 || Lr: 0.003930 || Task Loss: 0.3762 || KD Loss: 0.0638|| 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, 10:22:54 || Estimated Time: 11:27:10
2023-07-26 21:09:26,365 semantic_segmentation INFO: Iters: 125410/150000 || Lr: 0.003929 || Task Loss: 0.2641 || KD Loss: 0.0378|| 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, 10:23:10 || Estimated Time: 11:26:53
2023-07-26 21:09:42,782 semantic_segmentation INFO: Iters: 125420/150000 || Lr: 0.003927 || Task Loss: 0.2387 || KD Loss: 0.0316|| 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, 10:23:27 || Estimated Time: 11:26:36
2023-07-26 21:09:59,153 semantic_segmentation INFO: Iters: 125430/150000 || Lr: 0.003926 || Task Loss: 0.2502 || KD Loss: 0.0323|| 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, 10:23:43 || Estimated Time: 11:26:19
2023-07-26 21:10:15,530 semantic_segmentation INFO: Iters: 125440/150000 || Lr: 0.003924 || Task Loss: 0.1973 || KD Loss: 0.0294|| 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, 10:24:00 || Estimated Time: 11:26:02
2023-07-26 21:10:31,901 semantic_segmentation INFO: Iters: 125450/150000 || Lr: 0.003923 || Task Loss: 0.2881 || KD Loss: 0.0607|| 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, 10:24:16 || Estimated Time: 11:25:46
2023-07-26 21:10:48,299 semantic_segmentation INFO: Iters: 125460/150000 || Lr: 0.003921 || Task Loss: 0.2497 || KD Loss: 0.0369|| 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, 10:24:32 || Estimated Time: 11:25:29
2023-07-26 21:11:04,692 semantic_segmentation INFO: Iters: 125470/150000 || Lr: 0.003920 || Task Loss: 0.1542 || KD Loss: 0.0242|| 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, 10:24:49 || Estimated Time: 11:25:12
2023-07-26 21:11:21,078 semantic_segmentation INFO: Iters: 125480/150000 || Lr: 0.003919 || Task Loss: 0.3322 || KD Loss: 0.0476|| 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, 10:25:05 || Estimated Time: 11:24:55
2023-07-26 21:11:37,425 semantic_segmentation INFO: Iters: 125490/150000 || Lr: 0.003917 || Task Loss: 0.3079 || KD Loss: 0.0315|| 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, 10:25:21 || Estimated Time: 11:24:38
2023-07-26 21:11:53,839 semantic_segmentation INFO: Iters: 125500/150000 || Lr: 0.003916 || Task Loss: 0.2330 || KD Loss: 0.0313|| 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, 10:25:38 || Estimated Time: 11:24:21
2023-07-26 21:12:10,223 semantic_segmentation INFO: Iters: 125510/150000 || Lr: 0.003914 || Task Loss: 0.3344 || KD Loss: 0.0628|| 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, 10:25:54 || Estimated Time: 11:24:05
2023-07-26 21:12:26,619 semantic_segmentation INFO: Iters: 125520/150000 || Lr: 0.003913 || Task Loss: 0.2467 || KD Loss: 0.0244|| 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, 10:26:11 || Estimated Time: 11:23:48
2023-07-26 21:12:42,962 semantic_segmentation INFO: Iters: 125530/150000 || Lr: 0.003911 || Task Loss: 0.2905 || KD Loss: 0.0452|| 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, 10:26:27 || Estimated Time: 11:23:31
2023-07-26 21:12:59,363 semantic_segmentation INFO: Iters: 125540/150000 || Lr: 0.003910 || Task Loss: 0.2443 || KD Loss: 0.0266|| 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, 10:26:43 || Estimated Time: 11:23:14
2023-07-26 21:13:15,750 semantic_segmentation INFO: Iters: 125550/150000 || Lr: 0.003909 || Task Loss: 0.2686 || KD Loss: 0.0391|| 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, 10:27:00 || Estimated Time: 11:22:57
2023-07-26 21:13:32,161 semantic_segmentation INFO: Iters: 125560/150000 || Lr: 0.003907 || Task Loss: 0.2600 || KD Loss: 0.0345|| 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, 10:27:16 || Estimated Time: 11:22:40
2023-07-26 21:13:48,530 semantic_segmentation INFO: Iters: 125570/150000 || Lr: 0.003906 || Task Loss: 0.2808 || KD Loss: 0.0295|| 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, 10:27:33 || Estimated Time: 11:22:24
2023-07-26 21:14:04,876 semantic_segmentation INFO: Iters: 125580/150000 || Lr: 0.003904 || Task Loss: 0.1702 || KD Loss: 0.0266|| 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, 10:27:49 || Estimated Time: 11:22:07
2023-07-26 21:14:21,317 semantic_segmentation INFO: Iters: 125590/150000 || Lr: 0.003903 || Task Loss: 0.2636 || KD Loss: 0.0351|| 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, 10:28:05 || Estimated Time: 11:21:50
2023-07-26 21:14:37,690 semantic_segmentation INFO: Iters: 125600/150000 || Lr: 0.003901 || Task Loss: 0.3118 || KD Loss: 0.0338|| 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, 10:28:22 || Estimated Time: 11:21:33
2023-07-26 21:14:37,802 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 21:14:38,269 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.091
2023-07-26 21:14:38,288 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-26 21:14:38,299 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.170
2023-07-26 21:14:38,313 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-26 21:14:38,326 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.241
2023-07-26 21:14:38,338 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.284
2023-07-26 21:14:38,351 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.328
2023-07-26 21:14:38,365 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.335
2023-07-26 21:14:38,377 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.376
2023-07-26 21:14:38,391 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.422
2023-07-26 21:14:38,404 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.481
2023-07-26 21:14:38,418 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.527
2023-07-26 21:14:38,430 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.521
2023-07-26 21:14:38,444 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.504
2023-07-26 21:14:38,457 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.502
2023-07-26 21:14:38,469 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.498
2023-07-26 21:14:38,480 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.485
2023-07-26 21:14:38,492 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.486
2023-07-26 21:14:38,506 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.482
2023-07-26 21:14:38,521 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.544
2023-07-26 21:14:38,535 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.545
2023-07-26 21:14:38,549 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.550
2023-07-26 21:14:38,563 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.584
2023-07-26 21:14:38,578 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.584
2023-07-26 21:14:38,594 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.583
2023-07-26 21:14:38,608 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.577
2023-07-26 21:14:38,622 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.581
2023-07-26 21:14:38,633 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-26 21:14:38,648 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.570
2023-07-26 21:14:38,663 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-26 21:14:38,676 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.571
2023-07-26 21:14:38,691 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-26 21:14:38,705 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-26 21:14:38,719 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.577
2023-07-26 21:14:38,734 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.620
2023-07-26 21:14:38,749 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.620
2023-07-26 21:14:38,762 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.620
2023-07-26 21:14:38,774 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.665
2023-07-26 21:14:38,790 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.666
2023-07-26 21:14:38,803 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.666
2023-07-26 21:14:38,816 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.683
2023-07-26 21:14:38,830 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-26 21:14:38,845 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-26 21:14:38,858 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-26 21:14:38,873 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.690
2023-07-26 21:14:38,888 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-26 21:14:38,901 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-26 21:14:38,913 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.696
2023-07-26 21:14:38,927 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.697
2023-07-26 21:14:38,943 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-26 21:14:38,958 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-26 21:14:38,973 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-26 21:14:38,986 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-26 21:14:39,001 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.689
2023-07-26 21:14:39,015 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-26 21:14:39,028 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-26 21:14:39,043 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-26 21:14:39,059 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-26 21:14:39,072 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.688
2023-07-26 21:14:39,086 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-26 21:14:39,098 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-26 21:14:39,113 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-26 21:14:39,125 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-26 21:14:39,142 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-26 21:14:39,154 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-26 21:14:39,169 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-26 21:14:39,183 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-26 21:14:39,197 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.768
2023-07-26 21:14:39,213 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.768
2023-07-26 21:14:39,228 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.765
2023-07-26 21:14:39,243 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 21:14:39,256 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 21:14:39,270 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 21:14:39,285 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 21:14:39,299 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.784
2023-07-26 21:14:39,313 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.953, mIoU: 0.784
2023-07-26 21:14:39,328 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-26 21:14:39,337 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.776
2023-07-26 21:14:39,351 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.779
2023-07-26 21:14:39,367 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.779
2023-07-26 21:14:39,379 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-26 21:14:39,394 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-26 21:14:39,409 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-26 21:14:39,424 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 21:14:39,439 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 21:14:39,454 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 21:14:39,468 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 21:14:39,483 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:14:39,498 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.775
2023-07-26 21:14:39,511 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.775
2023-07-26 21:14:39,525 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.772
2023-07-26 21:14:39,541 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.772
2023-07-26 21:14:39,555 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.774
2023-07-26 21:14:39,570 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.777
2023-07-26 21:14:39,585 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.772
2023-07-26 21:14:39,599 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.770
2023-07-26 21:14:39,611 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 21:14:39,624 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.771
2023-07-26 21:14:39,639 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 21:14:39,651 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.770
2023-07-26 21:14:39,665 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:14:39,679 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:14:39,692 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-26 21:14:39,706 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 21:14:39,720 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 21:14:39,733 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.771
2023-07-26 21:14:39,748 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 21:14:39,763 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 21:14:39,775 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.770
2023-07-26 21:14:39,788 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 21:14:39,800 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 21:14:39,814 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:14:39,829 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 21:14:39,844 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 21:14:39,859 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:14:39,872 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-26 21:14:39,884 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 21:14:39,899 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-26 21:14:39,912 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 21:14:39,926 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-26 21:14:39,941 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-26 21:14:39,955 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 21:14:39,968 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-26 21:14:39,983 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 21:14:39,998 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-26 21:14:40,006 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 21:14:40,017 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 21:14:40,032 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 21:14:40,041 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 21:14:40,054 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.764
2023-07-26 21:14:40,068 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 21:14:40,083 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.764
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2023-07-26 21:14:42,834 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.937, mIoU: 0.738
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2023-07-26 21:14:43,305 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 21:14:43,333 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.936, mIoU: 0.725
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2023-07-26 21:14:44,168 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 21:14:44,209 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 21:14:44,224 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-26 21:14:44,865 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-26 21:14:44,931 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-26 21:14:45,514 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 21:14:45,526 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 21:14:45,540 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 21:14:45,555 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 21:14:45,568 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:45,583 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:45,594 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:14:45,609 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:14:45,622 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:14:45,634 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:45,646 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:45,661 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,675 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,690 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:45,705 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,713 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,728 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,743 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,759 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,773 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,787 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,799 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,812 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,826 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,840 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,854 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,866 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,878 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,892 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,906 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,919 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:14:45,932 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,946 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,961 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,976 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:45,989 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:46,004 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 21:14:46,019 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 21:14:46,031 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 21:14:46,060 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 21:14:46,089 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,102 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,117 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,131 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,147 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,157 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,171 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,187 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,199 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,213 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:46,226 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:14:46,241 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,256 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,270 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,284 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-26 21:14:46,310 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,325 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,339 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,354 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,368 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,382 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,395 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,410 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,425 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,438 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,452 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,467 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,481 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,496 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,510 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,521 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,536 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,550 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,564 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,578 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,593 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,604 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,618 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:46,632 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 21:14:46,659 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,673 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,687 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,702 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:14:46,715 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:14:46,730 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,745 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,760 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,774 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,788 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,800 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:46,814 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:46,828 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,843 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,855 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,870 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,883 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,897 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,912 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,926 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,941 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,955 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,970 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:46,984 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:46,998 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 21:14:47,012 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 21:14:47,027 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-26 21:14:47,061 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:14:47,076 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:14:47,086 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,099 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,114 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,128 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,142 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,155 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,168 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,183 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,199 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,213 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,228 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,246 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,260 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,273 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,287 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,302 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,318 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,332 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:14:47,346 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:47,360 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,373 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,387 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,401 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,414 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 21:14:47,441 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 21:14:47,512 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:47,527 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-26 21:14:48,180 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,192 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,206 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,220 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,235 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,249 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,264 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,277 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:14:48,292 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,305 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,319 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,333 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,347 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,362 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,374 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,388 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,404 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,416 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,429 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,444 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,459 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,474 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,489 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,501 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,514 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,527 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,540 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,554 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:14:48,571 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,584 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,598 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,611 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,626 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:48,640 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,653 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,666 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,680 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,695 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:48,708 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:48,722 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,737 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,750 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,764 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,779 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,794 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:48,810 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,822 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,836 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,849 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,864 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,876 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,889 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,903 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,918 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,930 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,945 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:48,960 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:48,975 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:48,990 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,003 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,015 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,029 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,042 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,054 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,068 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,083 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,096 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,109 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,123 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,138 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,153 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,168 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,182 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,195 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:49,210 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:49,224 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:49,239 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:49,253 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:49,265 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:49,278 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,290 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,305 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,320 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,335 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,349 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,359 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,372 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,386 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:14:49,400 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:14:49,413 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,427 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,440 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,455 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,468 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,482 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,495 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,510 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,525 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,538 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:49,554 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,568 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,583 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,597 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,612 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,626 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,640 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,654 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,668 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,682 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,694 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,707 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,719 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,734 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,747 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,763 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,777 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,787 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,801 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,816 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,830 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,843 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,858 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,871 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,884 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,898 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,913 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:49,927 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,940 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,952 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:49,968 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:14:49,982 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:14:49,997 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:50,010 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:50,025 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:50,040 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,055 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,071 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,084 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,099 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,112 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,127 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,141 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,154 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,170 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,183 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,198 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,213 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,228 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,243 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,257 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,270 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,283 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,298 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,312 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,326 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,341 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,350 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,364 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,376 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,389 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,403 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,418 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,429 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,443 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,457 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,470 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,485 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,499 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,512 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,527 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,541 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,555 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:50,567 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,581 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,594 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,609 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:14:50,621 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,634 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,648 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,660 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:50,673 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,687 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,699 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,713 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,725 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,738 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,752 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,766 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,780 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,794 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,808 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,820 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,832 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,846 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,858 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,870 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,884 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,898 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,912 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:50,927 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,939 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,952 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,967 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,981 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:50,993 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,007 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,020 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,035 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,048 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,063 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,078 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,092 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,101 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,116 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,131 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,143 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,157 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,172 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,186 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,199 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,213 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 21:14:51,228 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 21:14:51,242 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 21:14:51,257 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,271 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,287 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,302 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,315 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,330 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,346 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,362 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:51,374 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,389 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,404 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,418 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,426 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,439 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,451 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,463 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,474 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,489 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,503 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,518 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,530 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,542 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,557 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,567 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,582 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,595 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,609 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,624 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,639 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,653 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,665 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,678 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,693 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,708 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,723 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,738 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,751 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,762 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,774 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,786 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,798 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,813 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,825 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,840 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:51,855 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,870 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,884 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,899 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,914 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,929 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,944 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,958 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:51,972 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:51,987 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:52,002 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:14:52,015 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,028 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,043 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,056 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,071 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,084 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,099 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,114 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,131 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,147 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,160 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,175 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,190 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,205 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,220 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,232 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,245 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,260 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 21:14:52,275 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 21:14:52,290 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 21:14:52,304 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,319 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,334 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:14:52,348 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,364 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,377 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,392 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,402 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,415 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,429 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,441 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,455 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,469 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,484 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:14:52,499 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:14:52,515 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:14:52,531 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:14:52,546 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,558 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,574 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,587 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,602 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,617 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,630 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,645 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,659 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,674 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,689 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,704 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,718 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,733 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,745 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,757 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,771 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:14:52,783 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,796 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,810 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,824 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,838 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,851 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,863 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,877 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,892 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,906 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,918 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,931 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,945 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,959 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,974 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:52,988 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,002 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,016 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,030 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,044 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,059 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,073 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,086 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,100 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,113 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,127 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,142 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,157 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,170 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:14:53,184 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:14:53,198 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,214 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,227 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,241 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,256 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,269 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,285 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,299 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,314 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,327 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,342 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,358 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,376 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,392 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,405 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,415 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:14:53,429 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:14:53,444 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 21:14:53,472 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 21:14:53,514 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 21:14:53,544 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 21:14:53,648 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 21:14:53,701 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 21:14:54,253 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:14:54,266 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 21:14:54,392 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 21:14:54,789 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:14:54,802 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 21:14:56,100 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:56,114 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:56,128 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,140 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,153 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,167 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,177 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,191 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,206 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,221 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,236 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,250 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,263 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,277 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:14:56,292 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,304 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,319 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,334 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,349 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,362 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,377 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,392 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,406 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,421 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,434 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,449 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,463 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,478 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,492 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,505 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,519 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,534 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,549 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:56,564 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:14:56,578 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,593 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,608 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,617 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,631 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:14:56,643 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-26 21:14:56,701 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,713 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 21:14:56,739 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,753 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,767 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,781 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,796 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 21:14:56,823 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,839 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 21:14:56,866 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,882 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,894 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,909 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,920 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,936 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,950 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,965 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,979 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:56,992 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:57,005 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:57,018 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:14:57,033 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,046 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,059 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,071 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,085 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,099 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,113 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,125 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,139 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,155 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,170 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,184 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:14:57,198 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 21:14:57,233 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,246 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,261 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,277 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,291 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,307 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,322 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 21:14:57,353 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 21:14:57,381 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,397 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,412 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,428 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,444 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,460 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,472 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,486 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,500 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,514 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,527 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,540 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:14:57,554 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:14:57,568 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:14:57,582 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:14:57,596 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,610 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,624 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,638 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,650 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,665 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,677 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,692 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,707 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,721 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,736 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,750 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,766 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 21:14:57,811 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-26 21:14:57,887 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,900 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,914 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,929 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,943 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,958 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:57,973 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:57,987 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 21:14:58,010 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:58,024 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:58,038 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:58,052 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:58,066 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,080 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,091 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,100 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,115 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,129 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,143 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,155 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,169 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,183 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,196 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,210 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,223 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,237 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,251 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,264 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 21:14:58,278 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,293 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,307 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,319 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,334 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,348 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,362 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,378 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,390 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,404 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,418 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:14:58,437 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:15:14,754 semantic_segmentation INFO: Iters: 125610/150000 || Lr: 0.003900 || Task Loss: 0.2557 || KD Loss: 0.0405|| 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, 10:28:59 || Estimated Time: 11:21:20
2023-07-26 21:15:31,143 semantic_segmentation INFO: Iters: 125620/150000 || Lr: 0.003898 || Task Loss: 0.2502 || KD Loss: 0.0432|| 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, 10:29:15 || Estimated Time: 11:21:03
2023-07-26 21:15:47,481 semantic_segmentation INFO: Iters: 125630/150000 || Lr: 0.003897 || Task Loss: 0.2253 || KD Loss: 0.0349|| 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, 10:29:31 || Estimated Time: 11:20:47
2023-07-26 21:16:03,923 semantic_segmentation INFO: Iters: 125640/150000 || Lr: 0.003896 || Task Loss: 0.3177 || KD Loss: 0.0451|| 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, 10:29:48 || Estimated Time: 11:20:30
2023-07-26 21:16:20,301 semantic_segmentation INFO: Iters: 125650/150000 || Lr: 0.003894 || Task Loss: 0.4322 || KD Loss: 0.0495|| 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, 10:30:04 || Estimated Time: 11:20:13
2023-07-26 21:16:36,695 semantic_segmentation INFO: Iters: 125660/150000 || Lr: 0.003893 || Task Loss: 0.2444 || KD Loss: 0.0322|| 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, 10:30:21 || Estimated Time: 11:19:56
2023-07-26 21:16:53,071 semantic_segmentation INFO: Iters: 125670/150000 || Lr: 0.003891 || Task Loss: 0.2499 || KD Loss: 0.0473|| 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, 10:30:37 || Estimated Time: 11:19:39
2023-07-26 21:17:09,457 semantic_segmentation INFO: Iters: 125680/150000 || Lr: 0.003890 || Task Loss: 0.2286 || KD Loss: 0.0386|| 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, 10:30:53 || Estimated Time: 11:19:22
2023-07-26 21:17:25,834 semantic_segmentation INFO: Iters: 125690/150000 || Lr: 0.003888 || Task Loss: 0.2101 || KD Loss: 0.0301|| 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, 10:31:10 || Estimated Time: 11:19:06
2023-07-26 21:17:42,227 semantic_segmentation INFO: Iters: 125700/150000 || Lr: 0.003887 || Task Loss: 0.3342 || KD Loss: 0.0441|| 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, 10:31:26 || Estimated Time: 11:18:49
2023-07-26 21:17:58,605 semantic_segmentation INFO: Iters: 125710/150000 || Lr: 0.003886 || Task Loss: 0.3960 || KD Loss: 0.0833|| 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, 10:31:43 || Estimated Time: 11:18:32
2023-07-26 21:18:14,983 semantic_segmentation INFO: Iters: 125720/150000 || Lr: 0.003884 || Task Loss: 0.2198 || KD Loss: 0.0347|| 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, 10:31:59 || Estimated Time: 11:18:15
2023-07-26 21:18:31,354 semantic_segmentation INFO: Iters: 125730/150000 || Lr: 0.003883 || Task Loss: 0.3252 || KD Loss: 0.0657|| 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, 10:32:15 || Estimated Time: 11:17:58
2023-07-26 21:18:47,755 semantic_segmentation INFO: Iters: 125740/150000 || Lr: 0.003881 || Task Loss: 0.2979 || KD Loss: 0.0345|| 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, 10:32:32 || Estimated Time: 11:17:41
2023-07-26 21:19:04,091 semantic_segmentation INFO: Iters: 125750/150000 || Lr: 0.003880 || Task Loss: 0.2861 || KD Loss: 0.0281|| 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, 10:32:48 || Estimated Time: 11:17:25
2023-07-26 21:19:20,508 semantic_segmentation INFO: Iters: 125760/150000 || Lr: 0.003878 || Task Loss: 0.4244 || KD Loss: 0.0543|| 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, 10:33:04 || Estimated Time: 11:17:08
2023-07-26 21:19:40,156 semantic_segmentation INFO: Iters: 125770/150000 || Lr: 0.003877 || Task Loss: 0.3042 || KD Loss: 0.0315|| 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, 10:33:24 || Estimated Time: 11:16:52
2023-07-26 21:19:56,560 semantic_segmentation INFO: Iters: 125780/150000 || Lr: 0.003875 || Task Loss: 0.2177 || KD Loss: 0.0292|| 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, 10:33:41 || Estimated Time: 11:16:35
2023-07-26 21:20:12,942 semantic_segmentation INFO: Iters: 125790/150000 || Lr: 0.003874 || Task Loss: 0.2971 || KD Loss: 0.0597|| 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, 10:33:57 || Estimated Time: 11:16:18
2023-07-26 21:20:29,314 semantic_segmentation INFO: Iters: 125800/150000 || Lr: 0.003873 || Task Loss: 0.2435 || KD Loss: 0.0295|| 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, 10:34:13 || Estimated Time: 11:16:01
2023-07-26 21:20:45,673 semantic_segmentation INFO: Iters: 125810/150000 || Lr: 0.003871 || Task Loss: 0.3695 || KD Loss: 0.0337|| 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, 10:34:30 || Estimated Time: 11:15:44
2023-07-26 21:21:01,982 semantic_segmentation INFO: Iters: 125820/150000 || Lr: 0.003870 || Task Loss: 0.1711 || KD Loss: 0.0337|| 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, 10:34:46 || Estimated Time: 11:15:27
2023-07-26 21:21:18,267 semantic_segmentation INFO: Iters: 125830/150000 || Lr: 0.003868 || Task Loss: 0.2326 || KD Loss: 0.0318|| 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, 10:35:02 || Estimated Time: 11:15:11
2023-07-26 21:21:34,622 semantic_segmentation INFO: Iters: 125840/150000 || Lr: 0.003867 || Task Loss: 0.2838 || KD Loss: 0.0502|| 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, 10:35:19 || Estimated Time: 11:14:54
2023-07-26 21:21:50,982 semantic_segmentation INFO: Iters: 125850/150000 || Lr: 0.003865 || Task Loss: 0.2750 || KD Loss: 0.0439|| 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, 10:35:35 || Estimated Time: 11:14:37
2023-07-26 21:22:07,436 semantic_segmentation INFO: Iters: 125860/150000 || Lr: 0.003864 || Task Loss: 0.2611 || KD Loss: 0.0393|| 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, 10:35:51 || Estimated Time: 11:14:20
2023-07-26 21:22:23,764 semantic_segmentation INFO: Iters: 125870/150000 || Lr: 0.003862 || Task Loss: 0.2016 || KD Loss: 0.0223|| 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, 10:36:08 || Estimated Time: 11:14:03
2023-07-26 21:22:40,182 semantic_segmentation INFO: Iters: 125880/150000 || Lr: 0.003861 || Task Loss: 0.3847 || KD Loss: 0.0532|| 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, 10:36:24 || Estimated Time: 11:13:46
2023-07-26 21:22:56,596 semantic_segmentation INFO: Iters: 125890/150000 || Lr: 0.003860 || Task Loss: 0.3018 || KD Loss: 0.0292|| 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, 10:36:41 || Estimated Time: 11:13:30
2023-07-26 21:23:12,966 semantic_segmentation INFO: Iters: 125900/150000 || Lr: 0.003858 || Task Loss: 0.2408 || KD Loss: 0.0444|| 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, 10:36:57 || Estimated Time: 11:13:13
2023-07-26 21:23:29,347 semantic_segmentation INFO: Iters: 125910/150000 || Lr: 0.003857 || Task Loss: 0.2852 || KD Loss: 0.0417|| 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, 10:37:13 || Estimated Time: 11:12:56
2023-07-26 21:23:45,700 semantic_segmentation INFO: Iters: 125920/150000 || Lr: 0.003855 || Task Loss: 0.3235 || KD Loss: 0.0301|| 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, 10:37:30 || Estimated Time: 11:12:39
2023-07-26 21:24:02,128 semantic_segmentation INFO: Iters: 125930/150000 || Lr: 0.003854 || Task Loss: 0.2626 || KD Loss: 0.0296|| 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, 10:37:46 || Estimated Time: 11:12:22
2023-07-26 21:24:18,702 semantic_segmentation INFO: Iters: 125940/150000 || Lr: 0.003852 || Task Loss: 0.2791 || KD Loss: 0.0429|| 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, 10:38:03 || Estimated Time: 11:12:05
2023-07-26 21:24:35,257 semantic_segmentation INFO: Iters: 125950/150000 || Lr: 0.003851 || Task Loss: 0.2559 || KD Loss: 0.0425|| 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, 10:38:19 || Estimated Time: 11:11:49
2023-07-26 21:24:51,704 semantic_segmentation INFO: Iters: 125960/150000 || Lr: 0.003850 || Task Loss: 0.1932 || KD Loss: 0.0286|| 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, 10:38:36 || Estimated Time: 11:11:32
2023-07-26 21:25:08,261 semantic_segmentation INFO: Iters: 125970/150000 || Lr: 0.003848 || Task Loss: 0.2959 || KD Loss: 0.0723|| 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, 10:38:52 || Estimated Time: 11:11:15
2023-07-26 21:25:24,861 semantic_segmentation INFO: Iters: 125980/150000 || Lr: 0.003847 || Task Loss: 0.2335 || KD Loss: 0.0395|| 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, 10:39:09 || Estimated Time: 11:10:58
2023-07-26 21:25:41,341 semantic_segmentation INFO: Iters: 125990/150000 || Lr: 0.003845 || Task Loss: 0.2895 || 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, 10:39:25 || Estimated Time: 11:10:41
2023-07-26 21:25:57,842 semantic_segmentation INFO: Iters: 126000/150000 || Lr: 0.003844 || Task Loss: 0.3414 || KD Loss: 0.0530|| 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, 10:39:42 || Estimated Time: 11:10:25
2023-07-26 21:26:14,233 semantic_segmentation INFO: Iters: 126010/150000 || Lr: 0.003842 || Task Loss: 0.2015 || KD Loss: 0.0301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 10:39:58 || Estimated Time: 11:10:08
2023-07-26 21:26:30,804 semantic_segmentation INFO: Iters: 126020/150000 || Lr: 0.003841 || Task Loss: 0.2480 || KD Loss: 0.0347|| 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, 10:40:15 || Estimated Time: 11:09:51
2023-07-26 21:26:47,210 semantic_segmentation INFO: Iters: 126030/150000 || Lr: 0.003839 || Task Loss: 0.3474 || KD Loss: 0.0692|| 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, 10:40:31 || Estimated Time: 11:09:34
2023-07-26 21:27:03,780 semantic_segmentation INFO: Iters: 126040/150000 || Lr: 0.003838 || Task Loss: 0.3246 || KD Loss: 0.0505|| 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, 10:40:48 || Estimated Time: 11:09:17
2023-07-26 21:27:20,153 semantic_segmentation INFO: Iters: 126050/150000 || Lr: 0.003837 || Task Loss: 0.4843 || KD Loss: 0.0524|| 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, 10:41:04 || Estimated Time: 11:09:01
2023-07-26 21:27:36,551 semantic_segmentation INFO: Iters: 126060/150000 || Lr: 0.003835 || Task Loss: 0.2305 || KD Loss: 0.0341|| 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, 10:41:21 || Estimated Time: 11:08:44
2023-07-26 21:27:52,957 semantic_segmentation INFO: Iters: 126070/150000 || Lr: 0.003834 || Task Loss: 0.2943 || KD Loss: 0.0402|| 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, 10:41:37 || Estimated Time: 11:08:27
2023-07-26 21:28:09,330 semantic_segmentation INFO: Iters: 126080/150000 || Lr: 0.003832 || Task Loss: 0.2909 || KD Loss: 0.0617|| 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, 10:41:53 || Estimated Time: 11:08:10
2023-07-26 21:28:25,820 semantic_segmentation INFO: Iters: 126090/150000 || Lr: 0.003831 || Task Loss: 0.2418 || KD Loss: 0.0342|| 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, 10:42:10 || Estimated Time: 11:07:53
2023-07-26 21:28:42,291 semantic_segmentation INFO: Iters: 126100/150000 || Lr: 0.003829 || Task Loss: 0.3397 || KD Loss: 0.0448|| 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, 10:42:26 || Estimated Time: 11:07:36
2023-07-26 21:28:58,689 semantic_segmentation INFO: Iters: 126110/150000 || Lr: 0.003828 || Task Loss: 0.2772 || KD Loss: 0.0389|| 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, 10:42:43 || Estimated Time: 11:07:20
2023-07-26 21:29:15,018 semantic_segmentation INFO: Iters: 126120/150000 || Lr: 0.003826 || Task Loss: 0.3207 || KD Loss: 0.0346|| 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, 10:42:59 || Estimated Time: 11:07:03
2023-07-26 21:29:31,400 semantic_segmentation INFO: Iters: 126130/150000 || Lr: 0.003825 || Task Loss: 0.3882 || KD Loss: 0.0812|| 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, 10:43:15 || Estimated Time: 11:06:46
2023-07-26 21:29:47,830 semantic_segmentation INFO: Iters: 126140/150000 || Lr: 0.003824 || Task Loss: 0.2827 || KD Loss: 0.0607|| 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, 10:43:32 || Estimated Time: 11:06:29
2023-07-26 21:30:04,198 semantic_segmentation INFO: Iters: 126150/150000 || Lr: 0.003822 || Task Loss: 0.3079 || KD Loss: 0.0951|| 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, 10:43:48 || Estimated Time: 11:06:12
2023-07-26 21:30:20,589 semantic_segmentation INFO: Iters: 126160/150000 || Lr: 0.003821 || Task Loss: 0.2632 || KD Loss: 0.0361|| 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, 10:44:05 || Estimated Time: 11:05:55
2023-07-26 21:30:36,936 semantic_segmentation INFO: Iters: 126170/150000 || Lr: 0.003819 || Task Loss: 0.3860 || KD Loss: 0.0472|| 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, 10:44:21 || Estimated Time: 11:05:39
2023-07-26 21:30:53,343 semantic_segmentation INFO: Iters: 126180/150000 || Lr: 0.003818 || Task Loss: 0.2578 || KD Loss: 0.0329|| 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, 10:44:37 || Estimated Time: 11:05:22
2023-07-26 21:31:09,748 semantic_segmentation INFO: Iters: 126190/150000 || Lr: 0.003816 || Task Loss: 0.2449 || KD Loss: 0.0373|| 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, 10:44:54 || Estimated Time: 11:05:05
2023-07-26 21:31:26,128 semantic_segmentation INFO: Iters: 126200/150000 || Lr: 0.003815 || Task Loss: 0.3169 || KD Loss: 0.0575|| 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, 10:45:10 || Estimated Time: 11:04:48
2023-07-26 21:31:42,464 semantic_segmentation INFO: Iters: 126210/150000 || Lr: 0.003813 || Task Loss: 0.2783 || KD Loss: 0.0266|| 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, 10:45:26 || Estimated Time: 11:04:31
2023-07-26 21:31:58,911 semantic_segmentation INFO: Iters: 126220/150000 || Lr: 0.003812 || Task Loss: 0.1834 || KD Loss: 0.0377|| 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, 10:45:43 || Estimated Time: 11:04:14
2023-07-26 21:32:15,274 semantic_segmentation INFO: Iters: 126230/150000 || Lr: 0.003811 || Task Loss: 0.2765 || KD Loss: 0.0432|| 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, 10:45:59 || Estimated Time: 11:03:58
2023-07-26 21:32:31,642 semantic_segmentation INFO: Iters: 126240/150000 || Lr: 0.003809 || Task Loss: 0.2855 || KD Loss: 0.0366|| 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, 10:46:16 || Estimated Time: 11:03:41
2023-07-26 21:32:48,060 semantic_segmentation INFO: Iters: 126250/150000 || Lr: 0.003808 || Task Loss: 0.2428 || KD Loss: 0.0410|| 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, 10:46:32 || Estimated Time: 11:03:24
2023-07-26 21:33:04,447 semantic_segmentation INFO: Iters: 126260/150000 || Lr: 0.003806 || Task Loss: 0.2507 || KD Loss: 0.0406|| 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, 10:46:48 || Estimated Time: 11:03:07
2023-07-26 21:33:20,837 semantic_segmentation INFO: Iters: 126270/150000 || Lr: 0.003805 || Task Loss: 0.3030 || KD Loss: 0.0465|| 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, 10:47:05 || Estimated Time: 11:02:50
2023-07-26 21:33:37,192 semantic_segmentation INFO: Iters: 126280/150000 || Lr: 0.003803 || Task Loss: 0.3279 || KD Loss: 0.0587|| 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, 10:47:21 || Estimated Time: 11:02:33
2023-07-26 21:33:53,600 semantic_segmentation INFO: Iters: 126290/150000 || Lr: 0.003802 || Task Loss: 0.2868 || KD Loss: 0.0311|| 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, 10:47:38 || Estimated Time: 11:02:17
2023-07-26 21:34:09,969 semantic_segmentation INFO: Iters: 126300/150000 || Lr: 0.003800 || Task Loss: 0.1941 || KD Loss: 0.0489|| 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, 10:47:54 || Estimated Time: 11:02:00
2023-07-26 21:34:26,346 semantic_segmentation INFO: Iters: 126310/150000 || Lr: 0.003799 || Task Loss: 0.2300 || KD Loss: 0.0254|| 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, 10:48:10 || Estimated Time: 11:01:43
2023-07-26 21:34:42,693 semantic_segmentation INFO: Iters: 126320/150000 || Lr: 0.003798 || Task Loss: 0.2260 || KD Loss: 0.0287|| 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, 10:48:27 || Estimated Time: 11:01:26
2023-07-26 21:34:59,092 semantic_segmentation INFO: Iters: 126330/150000 || Lr: 0.003796 || Task Loss: 0.3459 || KD Loss: 0.0403|| 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, 10:48:43 || Estimated Time: 11:01:09
2023-07-26 21:35:15,509 semantic_segmentation INFO: Iters: 126340/150000 || Lr: 0.003795 || Task Loss: 0.2363 || KD Loss: 0.0368|| 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, 10:48:59 || Estimated Time: 11:00:52
2023-07-26 21:35:31,897 semantic_segmentation INFO: Iters: 126350/150000 || Lr: 0.003793 || Task Loss: 0.2669 || KD Loss: 0.0336|| 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, 10:49:16 || Estimated Time: 11:00:36
2023-07-26 21:35:48,276 semantic_segmentation INFO: Iters: 126360/150000 || Lr: 0.003792 || Task Loss: 0.2538 || KD Loss: 0.0372|| 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, 10:49:32 || Estimated Time: 11:00:19
2023-07-26 21:36:04,637 semantic_segmentation INFO: Iters: 126370/150000 || Lr: 0.003790 || Task Loss: 0.3073 || KD Loss: 0.0633|| 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, 10:49:49 || Estimated Time: 11:00:02
2023-07-26 21:36:21,001 semantic_segmentation INFO: Iters: 126380/150000 || Lr: 0.003789 || Task Loss: 0.2367 || KD Loss: 0.0322|| 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, 10:50:05 || Estimated Time: 10:59:45
2023-07-26 21:36:37,418 semantic_segmentation INFO: Iters: 126390/150000 || Lr: 0.003787 || Task Loss: 0.3412 || KD Loss: 0.0629|| 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, 10:50:21 || Estimated Time: 10:59:28
2023-07-26 21:36:53,776 semantic_segmentation INFO: Iters: 126400/150000 || Lr: 0.003786 || Task Loss: 0.2525 || KD Loss: 0.0352|| 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, 10:50:38 || Estimated Time: 10:59:11
2023-07-26 21:36:53,891 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 21:36:54,361 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-26 21:36:54,384 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.136
2023-07-26 21:36:54,397 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-26 21:36:54,411 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.982, mIoU: 0.172
2023-07-26 21:36:54,425 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.246
2023-07-26 21:36:54,437 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.288
2023-07-26 21:36:54,451 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.333
2023-07-26 21:36:54,464 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.338
2023-07-26 21:36:54,477 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.338
2023-07-26 21:36:54,490 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.384
2023-07-26 21:36:54,504 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.434
2023-07-26 21:36:54,519 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.450
2023-07-26 21:36:54,532 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.463
2023-07-26 21:36:54,546 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.445
2023-07-26 21:36:54,561 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.442
2023-07-26 21:36:54,574 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.438
2023-07-26 21:36:54,585 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.435
2023-07-26 21:36:54,597 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.435
2023-07-26 21:36:54,612 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.433
2023-07-26 21:36:54,627 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.494
2023-07-26 21:36:54,642 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.496
2023-07-26 21:36:54,657 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.501
2023-07-26 21:36:54,672 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.531
2023-07-26 21:36:54,687 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.557
2023-07-26 21:36:54,703 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.564
2023-07-26 21:36:54,717 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.562
2023-07-26 21:36:54,733 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.566
2023-07-26 21:36:54,744 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.568
2023-07-26 21:36:54,760 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.557
2023-07-26 21:36:54,776 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.558
2023-07-26 21:36:54,794 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.559
2023-07-26 21:36:54,810 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.557
2023-07-26 21:36:54,826 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.568
2023-07-26 21:36:54,842 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.565
2023-07-26 21:36:54,857 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.600
2023-07-26 21:36:54,873 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.600
2023-07-26 21:36:54,886 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.600
2023-07-26 21:36:54,899 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.644
2023-07-26 21:36:54,915 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.649
2023-07-26 21:36:54,927 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.647
2023-07-26 21:36:54,939 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.665
2023-07-26 21:36:54,953 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.665
2023-07-26 21:36:54,967 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.661
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2023-07-26 21:36:54,993 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.674
2023-07-26 21:36:55,008 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-26 21:36:55,020 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.679
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2023-07-26 21:36:55,045 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.680
2023-07-26 21:36:55,060 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.677
2023-07-26 21:36:55,075 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.677
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2023-07-26 21:36:55,102 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.675
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2023-07-26 21:36:55,132 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.681
2023-07-26 21:36:55,145 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.680
2023-07-26 21:36:55,160 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.676
2023-07-26 21:36:55,177 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.676
2023-07-26 21:36:55,190 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.677
2023-07-26 21:36:55,205 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-26 21:36:55,218 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-26 21:36:55,233 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-26 21:36:55,246 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-26 21:36:55,264 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-26 21:36:55,277 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.719
2023-07-26 21:36:55,292 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-26 21:36:55,307 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.718
2023-07-26 21:36:55,320 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.764
2023-07-26 21:36:55,336 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.955, mIoU: 0.764
2023-07-26 21:36:55,351 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.763
2023-07-26 21:36:55,366 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.780
2023-07-26 21:36:55,379 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.780
2023-07-26 21:36:55,394 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.775
2023-07-26 21:36:55,408 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.775
2023-07-26 21:36:55,422 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.778
2023-07-26 21:36:55,437 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.777
2023-07-26 21:36:55,452 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 21:36:55,461 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-26 21:36:55,476 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.771
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2023-07-26 21:36:55,549 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.766
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2023-07-26 21:36:55,610 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 21:36:55,624 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.767
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2023-07-26 21:36:55,821 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.766
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2023-07-26 21:36:55,916 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-26 21:36:55,928 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.766
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2023-07-26 21:36:56,002 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.765
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2023-07-26 21:36:56,218 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.951, mIoU: 0.766
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2023-07-26 21:36:56,284 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.762
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2023-07-26 21:36:56,324 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.760
2023-07-26 21:36:56,339 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.950, mIoU: 0.761
2023-07-26 21:36:56,354 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.950, mIoU: 0.762
2023-07-26 21:36:56,369 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-26 21:36:56,384 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.950, mIoU: 0.766
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2023-07-26 21:36:56,413 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-26 21:36:56,428 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 21:36:56,442 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-26 21:36:56,453 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.775
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2023-07-26 21:36:56,732 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.754
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2023-07-26 21:36:56,789 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.945, mIoU: 0.750
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2023-07-26 21:36:57,707 semantic_segmentation INFO: Sample: 238, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 21:37:00,880 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 21:37:01,006 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 21:37:01,703 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 21:37:01,741 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 21:37:01,768 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 21:37:01,779 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:01,791 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.941, mIoU: 0.749
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2023-07-26 21:37:01,834 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.941, mIoU: 0.750
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2023-07-26 21:37:01,872 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:01,888 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.941, mIoU: 0.751
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2023-07-26 21:37:03,135 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,149 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,163 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,177 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 21:37:03,194 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 21:37:03,208 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-26 21:37:03,222 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-26 21:37:03,232 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:03,244 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,259 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,271 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,285 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,297 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,310 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,325 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,342 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 21:37:03,357 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 21:37:03,373 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,386 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,400 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,413 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,427 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,441 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 21:37:03,456 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,471 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 21:37:03,485 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,503 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,515 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,530 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 21:37:03,544 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,556 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:03,569 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,583 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:03,598 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,612 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,625 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,638 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,653 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,667 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,680 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 21:37:03,692 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:03,701 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 21:37:03,716 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,731 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,746 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 21:37:03,762 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,777 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,791 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,807 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,822 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,835 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,851 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,865 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,880 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,895 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,908 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,921 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,934 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 21:37:03,947 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,959 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,971 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,983 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-26 21:37:03,997 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 21:37:04,011 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-26 21:37:04,022 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,035 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,047 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,057 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,071 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,085 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,099 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,113 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,126 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,140 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,153 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,168 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,182 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,198 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,213 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,227 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 21:37:04,242 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 21:37:04,255 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 21:37:04,267 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-26 21:37:04,279 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,294 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,309 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,322 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,335 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-26 21:37:04,351 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,365 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,380 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,395 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,410 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,423 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-26 21:37:04,438 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,451 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,466 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,481 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,495 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,511 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:37:04,525 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,540 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,555 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,567 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,580 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,595 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:37:04,609 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,624 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,638 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,649 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,661 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,674 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,687 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:37:04,701 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:37:04,717 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,729 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,744 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,757 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,772 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,787 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,800 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:04,813 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:04,828 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:04,844 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:04,857 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:04,872 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,887 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,900 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,914 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,930 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,945 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,961 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,973 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,986 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:04,999 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:05,013 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:05,026 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:05,038 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:05,052 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,066 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,078 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,093 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,107 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,122 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,136 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,149 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,161 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,175 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,188 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,201 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,214 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,229 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,242 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,255 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,269 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,285 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,299 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,315 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,327 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,340 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,356 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:05,370 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:05,385 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 21:37:05,400 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 21:37:05,412 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:37:05,425 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,436 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,451 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,466 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,480 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,493 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,504 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,517 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,531 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,546 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,558 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,573 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,586 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,601 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:05,613 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,628 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,640 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:05,655 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,669 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,681 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:05,696 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,711 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,725 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,739 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,753 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,768 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,782 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,795 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,810 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,824 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,837 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,850 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,862 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,878 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,891 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,907 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,921 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,933 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,948 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,963 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:05,978 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:05,991 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,006 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,020 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,034 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,047 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,063 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,077 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,090 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,101 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,117 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:06,132 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:06,146 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:06,159 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:06,174 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 21:37:06,188 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 21:37:06,203 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 21:37:06,218 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 21:37:06,231 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,245 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,258 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,273 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,286 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,299 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,314 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,326 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,340 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,354 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,369 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,383 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,398 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,412 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,426 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,442 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,456 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,472 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,487 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,496 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,511 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,524 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,538 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,553 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,568 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:06,581 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,595 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,608 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,622 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,637 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,651 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,663 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,677 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,691 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,705 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,717 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,731 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,745 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,759 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,771 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,786 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,801 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,815 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:06,829 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,844 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,856 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,870 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,883 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,897 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,911 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:06,926 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:06,941 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,958 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,973 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,985 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:06,997 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,011 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,024 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,036 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,050 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,065 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,079 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,093 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,106 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,118 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,133 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,147 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,159 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,173 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,186 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,201 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,215 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,231 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,246 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,260 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,269 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,285 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,300 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,314 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,328 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,343 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,358 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,371 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,386 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,401 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,415 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 21:37:07,429 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:07,443 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:07,458 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:07,473 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:07,486 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:07,499 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:07,513 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:07,526 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:07,538 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,552 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,566 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,580 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,588 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,600 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,612 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,624 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,635 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:37:07,649 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,662 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,676 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:07,688 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,701 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,714 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,724 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:37:07,739 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,751 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,765 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,780 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,794 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,808 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,820 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,833 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,848 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:07,863 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,878 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,893 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,906 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,917 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,928 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,942 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,954 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,971 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:07,984 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:07,999 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:08,014 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 21:37:08,028 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,041 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,056 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,070 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,084 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,098 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,112 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,125 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,139 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,154 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,166 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,178 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,192 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,204 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,219 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,231 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,246 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,260 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,277 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,292 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,305 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,320 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,335 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 21:37:08,349 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:08,364 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:08,376 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 21:37:08,389 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:37:08,403 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:37:08,418 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:37:08,432 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:37:08,446 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,461 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,476 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 21:37:08,490 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:08,504 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,516 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,531 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:08,540 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:08,553 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 21:37:08,568 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,579 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,593 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,607 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:37:08,622 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,636 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,652 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,666 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,681 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,693 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,709 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,721 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,736 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,751 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,763 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,778 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,791 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,806 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,822 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,836 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,851 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,865 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,877 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,889 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:08,904 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,917 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,929 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,944 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,959 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,974 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:37:08,987 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:08,999 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,014 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,029 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,043 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,056 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,069 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,084 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,098 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:37:09,113 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,128 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,143 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,157 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,171 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,185 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,200 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,214 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,228 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,242 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,255 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,271 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,285 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,301 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,314 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:37:09,328 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,343 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:37:09,359 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,371 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:37:09,386 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,401 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,415 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:37:09,430 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,444 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,459 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,473 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,487 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,503 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,516 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,530 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:37:09,543 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:37:09,552 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,567 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,582 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,595 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:09,610 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,625 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,638 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,651 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,666 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,681 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,696 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,714 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,729 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,746 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,760 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,772 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:37:09,786 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,801 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,816 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,828 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,840 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,855 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,870 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,885 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,900 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,912 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,927 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,941 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,955 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,970 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:09,988 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,003 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,018 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,031 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:10,046 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,060 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 21:37:10,088 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,101 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,116 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,128 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,141 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,153 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,167 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,181 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,195 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,209 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,219 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,231 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,246 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 21:37:10,334 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,348 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,363 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,375 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,390 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:37:10,403 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 21:37:11,056 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,071 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,085 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,097 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,112 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,128 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,142 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,153 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,168 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,182 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,193 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,207 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,221 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,235 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,248 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,260 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,276 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,291 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,307 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,320 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,335 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,347 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,360 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:37:11,374 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:11,389 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,403 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:11,419 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,435 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,447 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,462 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,475 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,490 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,504 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,517 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,530 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,546 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,560 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,575 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,588 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,601 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,616 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,630 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,643 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,656 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,671 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,685 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,700 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,714 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,728 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,744 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,756 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,770 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,785 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,797 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,812 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,827 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,841 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,856 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,870 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:37:11,884 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,898 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,912 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,926 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,941 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:11,956 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,970 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:11,985 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,001 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,015 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,028 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,043 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,058 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,071 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,085 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,100 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,115 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,129 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:12,144 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,158 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,172 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,185 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,198 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,211 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,223 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,236 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,250 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,264 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,277 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,289 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,304 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,316 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,330 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,345 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,360 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:12,375 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,390 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,403 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,418 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:37:12,432 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,445 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,461 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,476 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,491 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,505 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,519 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,534 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,548 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,562 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,574 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,588 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,602 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,616 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,630 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,643 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,657 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,671 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,685 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,699 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:37:12,713 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,726 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,741 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:37:12,751 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,765 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,777 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,790 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,806 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,821 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,835 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,847 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 21:37:12,873 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:12,887 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:12,901 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:12,915 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,930 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 21:37:12,972 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:12,985 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:37:13,000 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,015 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,029 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,044 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-26 21:37:13,100 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,115 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,130 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:37:13,142 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-26 21:37:13,170 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:37:13,183 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-26 21:37:13,338 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 21:37:13,428 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 21:37:13,486 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 21:37:13,701 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:37:13,716 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:37:13,730 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,744 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,758 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,773 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,785 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,799 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,812 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,826 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,841 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,855 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,869 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,881 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,895 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,909 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,923 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,937 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,951 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,967 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,981 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:13,994 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,009 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,023 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,039 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,054 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,068 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,083 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,098 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,111 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,121 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,136 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,148 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,163 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,176 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,190 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,204 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,215 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,224 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,239 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,253 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,267 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,279 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,293 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,307 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,320 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,334 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:37:14,348 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:37:14,361 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,374 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,387 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,401 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,414 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,428 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,440 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,454 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,468 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:37:14,482 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:14,497 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:14,509 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:14,522 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:14,536 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:14,551 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:37:30,874 semantic_segmentation INFO: Iters: 126410/150000 || Lr: 0.003785 || Task Loss: 0.2252 || KD Loss: 0.0480|| 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, 10:51:15 || Estimated Time: 10:58:59
2023-07-26 21:37:47,254 semantic_segmentation INFO: Iters: 126420/150000 || Lr: 0.003783 || Task Loss: 0.2231 || KD Loss: 0.0310|| 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, 10:51:31 || Estimated Time: 10:58:42
2023-07-26 21:38:03,596 semantic_segmentation INFO: Iters: 126430/150000 || Lr: 0.003782 || Task Loss: 0.2382 || KD Loss: 0.0342|| 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, 10:51:48 || Estimated Time: 10:58:25
2023-07-26 21:38:20,031 semantic_segmentation INFO: Iters: 126440/150000 || Lr: 0.003780 || Task Loss: 0.1946 || KD Loss: 0.0275|| 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, 10:52:04 || Estimated Time: 10:58:08
2023-07-26 21:38:36,419 semantic_segmentation INFO: Iters: 126450/150000 || Lr: 0.003779 || Task Loss: 0.3471 || KD Loss: 0.0358|| 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, 10:52:20 || Estimated Time: 10:57:51
2023-07-26 21:38:52,787 semantic_segmentation INFO: Iters: 126460/150000 || Lr: 0.003777 || Task Loss: 0.2194 || KD Loss: 0.0396|| 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, 10:52:37 || Estimated Time: 10:57:34
2023-07-26 21:39:09,168 semantic_segmentation INFO: Iters: 126470/150000 || Lr: 0.003776 || Task Loss: 0.2160 || 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, 10:52:53 || Estimated Time: 10:57:18
2023-07-26 21:39:25,566 semantic_segmentation INFO: Iters: 126480/150000 || Lr: 0.003774 || Task Loss: 0.2307 || KD Loss: 0.0287|| 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, 10:53:10 || Estimated Time: 10:57:01
2023-07-26 21:39:41,903 semantic_segmentation INFO: Iters: 126490/150000 || Lr: 0.003773 || Task Loss: 0.2366 || KD Loss: 0.0287|| 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, 10:53:26 || Estimated Time: 10:56:44
2023-07-26 21:39:58,414 semantic_segmentation INFO: Iters: 126500/150000 || Lr: 0.003772 || Task Loss: 0.2068 || KD Loss: 0.0306|| 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, 10:53:42 || Estimated Time: 10:56:27
2023-07-26 21:40:14,818 semantic_segmentation INFO: Iters: 126510/150000 || Lr: 0.003770 || Task Loss: 0.2431 || KD Loss: 0.0645|| 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, 10:53:59 || Estimated Time: 10:56:10
2023-07-26 21:40:31,208 semantic_segmentation INFO: Iters: 126520/150000 || Lr: 0.003769 || Task Loss: 0.2112 || KD Loss: 0.1223|| 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, 10:54:15 || Estimated Time: 10:55:53
2023-07-26 21:40:47,593 semantic_segmentation INFO: Iters: 126530/150000 || Lr: 0.003767 || Task Loss: 0.2388 || KD Loss: 0.0354|| 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, 10:54:32 || Estimated Time: 10:55:37
2023-07-26 21:41:03,977 semantic_segmentation INFO: Iters: 126540/150000 || Lr: 0.003766 || Task Loss: 0.2453 || KD Loss: 0.0346|| 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, 10:54:48 || Estimated Time: 10:55:20
2023-07-26 21:41:20,368 semantic_segmentation INFO: Iters: 126550/150000 || Lr: 0.003764 || Task Loss: 0.1832 || KD Loss: 0.0346|| 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, 10:55:04 || Estimated Time: 10:55:03
2023-07-26 21:41:36,748 semantic_segmentation INFO: Iters: 126560/150000 || Lr: 0.003763 || Task Loss: 0.2696 || KD Loss: 0.0289|| 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, 10:55:21 || Estimated Time: 10:54:46
2023-07-26 21:41:53,123 semantic_segmentation INFO: Iters: 126570/150000 || Lr: 0.003761 || Task Loss: 0.2325 || KD Loss: 0.0348|| 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, 10:55:37 || Estimated Time: 10:54:29
2023-07-26 21:42:09,507 semantic_segmentation INFO: Iters: 126580/150000 || Lr: 0.003760 || Task Loss: 0.4641 || KD Loss: 0.0556|| 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, 10:55:53 || Estimated Time: 10:54:12
2023-07-26 21:42:25,897 semantic_segmentation INFO: Iters: 126590/150000 || Lr: 0.003759 || Task Loss: 0.2726 || KD Loss: 0.0392|| 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, 10:56:10 || Estimated Time: 10:53:56
2023-07-26 21:42:45,414 semantic_segmentation INFO: Iters: 126600/150000 || Lr: 0.003757 || Task Loss: 0.2994 || KD Loss: 0.0318|| 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, 10:56:29 || Estimated Time: 10:53:39
2023-07-26 21:43:02,153 semantic_segmentation INFO: Iters: 126610/150000 || Lr: 0.003756 || Task Loss: 0.2646 || KD Loss: 0.0432|| 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, 10:56:46 || Estimated Time: 10:53:23
2023-07-26 21:43:18,539 semantic_segmentation INFO: Iters: 126620/150000 || Lr: 0.003754 || Task Loss: 0.3300 || KD Loss: 0.0438|| 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, 10:57:03 || Estimated Time: 10:53:06
2023-07-26 21:43:34,936 semantic_segmentation INFO: Iters: 126630/150000 || Lr: 0.003753 || Task Loss: 0.1876 || KD Loss: 0.0222|| 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, 10:57:19 || Estimated Time: 10:52:49
2023-07-26 21:43:51,340 semantic_segmentation INFO: Iters: 126640/150000 || Lr: 0.003751 || Task Loss: 0.2564 || KD Loss: 0.0297|| 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, 10:57:35 || Estimated Time: 10:52:32
2023-07-26 21:44:07,692 semantic_segmentation INFO: Iters: 126650/150000 || Lr: 0.003750 || Task Loss: 0.2924 || KD Loss: 0.0326|| 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, 10:57:52 || Estimated Time: 10:52:15
2023-07-26 21:44:24,074 semantic_segmentation INFO: Iters: 126660/150000 || Lr: 0.003748 || Task Loss: 0.3132 || KD Loss: 0.0332|| 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, 10:58:08 || Estimated Time: 10:51:58
2023-07-26 21:44:40,455 semantic_segmentation INFO: Iters: 126670/150000 || Lr: 0.003747 || Task Loss: 0.3574 || KD Loss: 0.0471|| 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, 10:58:24 || Estimated Time: 10:51:42
2023-07-26 21:44:56,870 semantic_segmentation INFO: Iters: 126680/150000 || Lr: 0.003746 || Task Loss: 0.2963 || KD Loss: 0.0544|| 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, 10:58:41 || Estimated Time: 10:51:25
2023-07-26 21:45:13,317 semantic_segmentation INFO: Iters: 126690/150000 || Lr: 0.003744 || Task Loss: 0.3107 || KD Loss: 0.0450|| 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, 10:58:57 || Estimated Time: 10:51:08
2023-07-26 21:45:29,714 semantic_segmentation INFO: Iters: 126700/150000 || Lr: 0.003743 || Task Loss: 0.3426 || KD Loss: 0.0516|| 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, 10:59:14 || Estimated Time: 10:50:51
2023-07-26 21:45:46,102 semantic_segmentation INFO: Iters: 126710/150000 || Lr: 0.003741 || Task Loss: 0.3241 || KD Loss: 0.0443|| 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, 10:59:30 || Estimated Time: 10:50:34
2023-07-26 21:46:02,435 semantic_segmentation INFO: Iters: 126720/150000 || Lr: 0.003740 || Task Loss: 0.2217 || KD Loss: 0.0299|| 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, 10:59:46 || Estimated Time: 10:50:17
2023-07-26 21:46:18,872 semantic_segmentation INFO: Iters: 126730/150000 || Lr: 0.003738 || Task Loss: 0.3287 || KD Loss: 0.0385|| 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, 11:00:03 || Estimated Time: 10:50:01
2023-07-26 21:46:35,256 semantic_segmentation INFO: Iters: 126740/150000 || Lr: 0.003737 || Task Loss: 0.3601 || KD Loss: 0.0374|| 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, 11:00:19 || Estimated Time: 10:49:44
2023-07-26 21:46:51,619 semantic_segmentation INFO: Iters: 126750/150000 || Lr: 0.003735 || Task Loss: 0.1840 || KD Loss: 0.0187|| 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, 11:00:36 || Estimated Time: 10:49:27
2023-07-26 21:47:08,040 semantic_segmentation INFO: Iters: 126760/150000 || Lr: 0.003734 || Task Loss: 0.2941 || KD Loss: 0.0479|| 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, 11:00:52 || Estimated Time: 10:49:10
2023-07-26 21:47:24,390 semantic_segmentation INFO: Iters: 126770/150000 || Lr: 0.003733 || Task Loss: 0.2554 || KD Loss: 0.0414|| 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, 11:01:08 || Estimated Time: 10:48:53
2023-07-26 21:47:40,788 semantic_segmentation INFO: Iters: 126780/150000 || Lr: 0.003731 || Task Loss: 0.3404 || KD Loss: 0.0285|| 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, 11:01:25 || Estimated Time: 10:48:36
2023-07-26 21:47:57,180 semantic_segmentation INFO: Iters: 126790/150000 || Lr: 0.003730 || Task Loss: 0.2851 || KD Loss: 0.0312|| 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, 11:01:41 || Estimated Time: 10:48:20
2023-07-26 21:48:13,563 semantic_segmentation INFO: Iters: 126800/150000 || Lr: 0.003728 || Task Loss: 0.2535 || KD Loss: 0.0270|| 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, 11:01:58 || Estimated Time: 10:48:03
2023-07-26 21:48:29,945 semantic_segmentation INFO: Iters: 126810/150000 || Lr: 0.003727 || Task Loss: 0.2166 || KD Loss: 0.0270|| 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, 11:02:14 || Estimated Time: 10:47:46
2023-07-26 21:48:46,316 semantic_segmentation INFO: Iters: 126820/150000 || Lr: 0.003725 || Task Loss: 0.2412 || KD Loss: 0.0350|| 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, 11:02:30 || Estimated Time: 10:47:29
2023-07-26 21:49:02,725 semantic_segmentation INFO: Iters: 126830/150000 || Lr: 0.003724 || Task Loss: 0.3021 || KD Loss: 0.0613|| 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, 11:02:47 || Estimated Time: 10:47:12
2023-07-26 21:49:19,098 semantic_segmentation INFO: Iters: 126840/150000 || Lr: 0.003722 || Task Loss: 0.2809 || KD Loss: 0.0295|| 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, 11:03:03 || Estimated Time: 10:46:56
2023-07-26 21:49:35,476 semantic_segmentation INFO: Iters: 126850/150000 || Lr: 0.003721 || Task Loss: 0.3654 || KD Loss: 0.0437|| 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, 11:03:19 || Estimated Time: 10:46:39
2023-07-26 21:49:51,851 semantic_segmentation INFO: Iters: 126860/150000 || Lr: 0.003720 || Task Loss: 0.2667 || 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, 11:03:36 || Estimated Time: 10:46:22
2023-07-26 21:50:08,650 semantic_segmentation INFO: Iters: 126870/150000 || Lr: 0.003718 || Task Loss: 0.3206 || KD Loss: 0.0422|| 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, 11:03:53 || Estimated Time: 10:46:05
2023-07-26 21:50:25,007 semantic_segmentation INFO: Iters: 126880/150000 || Lr: 0.003717 || Task Loss: 0.2918 || KD Loss: 0.0360|| 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, 11:04:09 || Estimated Time: 10:45:48
2023-07-26 21:50:41,395 semantic_segmentation INFO: Iters: 126890/150000 || Lr: 0.003715 || Task Loss: 0.2848 || KD Loss: 0.0408|| 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, 11:04:25 || Estimated Time: 10:45:31
2023-07-26 21:50:57,808 semantic_segmentation INFO: Iters: 126900/150000 || Lr: 0.003714 || Task Loss: 0.1714 || KD Loss: 0.0216|| 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, 11:04:42 || Estimated Time: 10:45:15
2023-07-26 21:51:14,182 semantic_segmentation INFO: Iters: 126910/150000 || Lr: 0.003712 || Task Loss: 0.2456 || KD Loss: 0.0338|| 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, 11:04:58 || Estimated Time: 10:44:58
2023-07-26 21:51:30,580 semantic_segmentation INFO: Iters: 126920/150000 || Lr: 0.003711 || Task Loss: 0.2284 || KD Loss: 0.0294|| 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, 11:05:15 || Estimated Time: 10:44:41
2023-07-26 21:51:46,952 semantic_segmentation INFO: Iters: 126930/150000 || Lr: 0.003709 || Task Loss: 0.2624 || KD Loss: 0.0418|| 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, 11:05:31 || Estimated Time: 10:44:24
2023-07-26 21:52:03,367 semantic_segmentation INFO: Iters: 126940/150000 || Lr: 0.003708 || Task Loss: 0.3034 || KD Loss: 0.0423|| 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, 11:05:47 || Estimated Time: 10:44:07
2023-07-26 21:52:19,711 semantic_segmentation INFO: Iters: 126950/150000 || Lr: 0.003707 || Task Loss: 0.3110 || KD Loss: 0.0372|| 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, 11:06:04 || Estimated Time: 10:43:50
2023-07-26 21:52:36,127 semantic_segmentation INFO: Iters: 126960/150000 || Lr: 0.003705 || Task Loss: 0.2607 || KD Loss: 0.0563|| 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: 2 days, 11:06:20 || Estimated Time: 10:43:34
2023-07-26 21:52:52,487 semantic_segmentation INFO: Iters: 126970/150000 || Lr: 0.003704 || Task Loss: 0.2323 || KD Loss: 0.0311|| 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, 11:06:36 || Estimated Time: 10:43:17
2023-07-26 21:53:08,893 semantic_segmentation INFO: Iters: 126980/150000 || Lr: 0.003702 || Task Loss: 0.2172 || KD Loss: 0.0218|| 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, 11:06:53 || Estimated Time: 10:43:00
2023-07-26 21:53:25,250 semantic_segmentation INFO: Iters: 126990/150000 || Lr: 0.003701 || Task Loss: 0.2859 || KD Loss: 0.0364|| 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, 11:07:09 || Estimated Time: 10:42:43
2023-07-26 21:53:41,669 semantic_segmentation INFO: Iters: 127000/150000 || Lr: 0.003699 || Task Loss: 0.1807 || KD Loss: 0.0255|| 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, 11:07:26 || Estimated Time: 10:42:26
2023-07-26 21:53:58,050 semantic_segmentation INFO: Iters: 127010/150000 || Lr: 0.003698 || Task Loss: 0.4259 || KD Loss: 0.0578|| 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, 11:07:42 || Estimated Time: 10:42:10
2023-07-26 21:54:14,416 semantic_segmentation INFO: Iters: 127020/150000 || Lr: 0.003696 || Task Loss: 0.2376 || KD Loss: 0.0386|| 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, 11:07:58 || Estimated Time: 10:41:53
2023-07-26 21:54:30,764 semantic_segmentation INFO: Iters: 127030/150000 || Lr: 0.003695 || Task Loss: 0.1943 || KD Loss: 0.0246|| 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, 11:08:15 || Estimated Time: 10:41:36
2023-07-26 21:54:47,153 semantic_segmentation INFO: Iters: 127040/150000 || Lr: 0.003694 || Task Loss: 0.3040 || KD Loss: 0.0256|| 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, 11:08:31 || Estimated Time: 10:41:19
2023-07-26 21:55:03,524 semantic_segmentation INFO: Iters: 127050/150000 || Lr: 0.003692 || Task Loss: 0.2973 || KD Loss: 0.0582|| 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, 11:08:48 || Estimated Time: 10:41:02
2023-07-26 21:55:19,960 semantic_segmentation INFO: Iters: 127060/150000 || Lr: 0.003691 || Task Loss: 0.2593 || KD Loss: 0.0255|| 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, 11:09:04 || Estimated Time: 10:40:45
2023-07-26 21:55:36,367 semantic_segmentation INFO: Iters: 127070/150000 || Lr: 0.003689 || Task Loss: 0.1402 || KD Loss: 0.0202|| 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, 11:09:20 || Estimated Time: 10:40:29
2023-07-26 21:55:52,693 semantic_segmentation INFO: Iters: 127080/150000 || Lr: 0.003688 || Task Loss: 0.3822 || KD Loss: 0.0343|| 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, 11:09:37 || Estimated Time: 10:40:12
2023-07-26 21:56:09,066 semantic_segmentation INFO: Iters: 127090/150000 || Lr: 0.003686 || Task Loss: 0.1823 || KD Loss: 0.0207|| 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, 11:09:53 || Estimated Time: 10:39:55
2023-07-26 21:56:25,508 semantic_segmentation INFO: Iters: 127100/150000 || Lr: 0.003685 || Task Loss: 0.2283 || KD Loss: 0.0322|| 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, 11:10:09 || Estimated Time: 10:39:38
2023-07-26 21:56:41,860 semantic_segmentation INFO: Iters: 127110/150000 || Lr: 0.003683 || Task Loss: 0.2217 || KD Loss: 0.0209|| 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, 11:10:26 || Estimated Time: 10:39:21
2023-07-26 21:56:58,286 semantic_segmentation INFO: Iters: 127120/150000 || Lr: 0.003682 || Task Loss: 0.2906 || KD Loss: 0.0197|| 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, 11:10:42 || Estimated Time: 10:39:04
2023-07-26 21:57:14,658 semantic_segmentation INFO: Iters: 127130/150000 || Lr: 0.003680 || Task Loss: 0.3064 || KD Loss: 0.0357|| 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, 11:10:59 || Estimated Time: 10:38:48
2023-07-26 21:57:31,043 semantic_segmentation INFO: Iters: 127140/150000 || Lr: 0.003679 || Task Loss: 0.4311 || KD Loss: 0.0442|| 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, 11:11:15 || Estimated Time: 10:38:31
2023-07-26 21:57:47,425 semantic_segmentation INFO: Iters: 127150/150000 || Lr: 0.003678 || Task Loss: 0.3678 || KD Loss: 0.0762|| 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, 11:11:31 || Estimated Time: 10:38:14
2023-07-26 21:58:03,815 semantic_segmentation INFO: Iters: 127160/150000 || Lr: 0.003676 || Task Loss: 0.2540 || KD Loss: 0.0381|| 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, 11:11:48 || Estimated Time: 10:37:57
2023-07-26 21:58:20,175 semantic_segmentation INFO: Iters: 127170/150000 || Lr: 0.003675 || Task Loss: 0.2677 || KD Loss: 0.0308|| 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, 11:12:04 || Estimated Time: 10:37:40
2023-07-26 21:58:36,575 semantic_segmentation INFO: Iters: 127180/150000 || Lr: 0.003673 || Task Loss: 0.3039 || KD Loss: 0.0296|| 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, 11:12:21 || Estimated Time: 10:37:23
2023-07-26 21:58:52,983 semantic_segmentation INFO: Iters: 127190/150000 || Lr: 0.003672 || Task Loss: 0.5151 || KD Loss: 0.0608|| 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, 11:12:37 || Estimated Time: 10:37:07
2023-07-26 21:59:09,373 semantic_segmentation INFO: Iters: 127200/150000 || Lr: 0.003670 || Task Loss: 0.2671 || KD Loss: 0.0384|| 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, 11:12:53 || Estimated Time: 10:36:50
2023-07-26 21:59:09,487 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 21:59:09,939 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.090
2023-07-26 21:59:09,959 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.135
2023-07-26 21:59:09,972 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.171
2023-07-26 21:59:09,985 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.171
2023-07-26 21:59:09,999 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.243
2023-07-26 21:59:10,010 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.285
2023-07-26 21:59:10,024 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.331
2023-07-26 21:59:10,038 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.337
2023-07-26 21:59:10,052 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.377
2023-07-26 21:59:10,065 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.418
2023-07-26 21:59:10,079 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.464
2023-07-26 21:59:10,093 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.510
2023-07-26 21:59:10,105 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.474
2023-07-26 21:59:10,119 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.456
2023-07-26 21:59:10,132 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.455
2023-07-26 21:59:10,144 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.934, mIoU: 0.451
2023-07-26 21:59:10,155 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.443
2023-07-26 21:59:10,167 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.444
2023-07-26 21:59:10,180 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.934, mIoU: 0.441
2023-07-26 21:59:10,195 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.499
2023-07-26 21:59:10,209 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.502
2023-07-26 21:59:10,223 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.507
2023-07-26 21:59:10,237 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.536
2023-07-26 21:59:10,253 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.538
2023-07-26 21:59:10,268 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.537
2023-07-26 21:59:10,282 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.550
2023-07-26 21:59:10,296 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.552
2023-07-26 21:59:10,307 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.554
2023-07-26 21:59:10,322 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.544
2023-07-26 21:59:10,336 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.545
2023-07-26 21:59:10,349 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.546
2023-07-26 21:59:10,364 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.544
2023-07-26 21:59:10,378 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.551
2023-07-26 21:59:10,392 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.549
2023-07-26 21:59:10,407 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.572
2023-07-26 21:59:10,421 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.573
2023-07-26 21:59:10,435 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.573
2023-07-26 21:59:10,447 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.619
2023-07-26 21:59:10,463 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.629
2023-07-26 21:59:10,476 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.628
2023-07-26 21:59:10,489 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.646
2023-07-26 21:59:10,504 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.646
2023-07-26 21:59:10,519 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.641
2023-07-26 21:59:10,532 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.641
2023-07-26 21:59:10,547 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.654
2023-07-26 21:59:10,562 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.655
2023-07-26 21:59:10,575 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.656
2023-07-26 21:59:10,587 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.657
2023-07-26 21:59:10,601 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.658
2023-07-26 21:59:10,618 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.652
2023-07-26 21:59:10,633 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.650
2023-07-26 21:59:10,649 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.650
2023-07-26 21:59:10,662 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.649
2023-07-26 21:59:10,677 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.650
2023-07-26 21:59:10,692 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.657
2023-07-26 21:59:10,705 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.655
2023-07-26 21:59:10,721 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.651
2023-07-26 21:59:10,738 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.651
2023-07-26 21:59:10,751 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.651
2023-07-26 21:59:10,766 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.697
2023-07-26 21:59:10,780 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-26 21:59:10,795 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.697
2023-07-26 21:59:10,807 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.694
2023-07-26 21:59:10,826 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.697
2023-07-26 21:59:10,840 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.696
2023-07-26 21:59:10,857 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.695
2023-07-26 21:59:10,874 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.696
2023-07-26 21:59:10,889 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-26 21:59:10,904 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-26 21:59:10,919 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-26 21:59:10,936 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-26 21:59:10,949 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-26 21:59:10,963 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-26 21:59:10,979 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-26 21:59:10,993 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.758
2023-07-26 21:59:11,008 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-26 21:59:11,023 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 21:59:11,032 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 21:59:11,049 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 21:59:11,066 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-26 21:59:11,079 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 21:59:11,094 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 21:59:11,108 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 21:59:11,123 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-26 21:59:11,139 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-26 21:59:11,154 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 21:59:11,168 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-26 21:59:11,183 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-26 21:59:11,198 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-26 21:59:11,211 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-26 21:59:11,225 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 21:59:11,241 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-26 21:59:11,255 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.761
2023-07-26 21:59:11,269 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.771
2023-07-26 21:59:11,284 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.766
2023-07-26 21:59:11,299 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.765
2023-07-26 21:59:11,311 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-26 21:59:11,324 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 21:59:11,339 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.766
2023-07-26 21:59:11,352 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 21:59:11,366 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 21:59:11,380 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 21:59:11,393 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 21:59:11,407 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-26 21:59:11,422 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-26 21:59:11,436 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 21:59:11,451 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 21:59:11,465 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.766
2023-07-26 21:59:11,479 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 21:59:11,492 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-26 21:59:11,504 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:59:11,517 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 21:59:11,532 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 21:59:11,547 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 21:59:11,562 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-26 21:59:11,575 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-26 21:59:11,588 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 21:59:11,603 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 21:59:11,616 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 21:59:11,631 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-26 21:59:11,645 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-26 21:59:11,659 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 21:59:11,672 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 21:59:11,687 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 21:59:11,702 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 21:59:11,710 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 21:59:11,721 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-26 21:59:11,737 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 21:59:11,745 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-26 21:59:11,758 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:11,773 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 21:59:11,788 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 21:59:11,801 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 21:59:11,816 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-26 21:59:11,829 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-26 21:59:11,842 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-26 21:59:11,856 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 21:59:11,869 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:11,884 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-26 21:59:11,897 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-26 21:59:11,912 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.739
2023-07-26 21:59:11,927 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-26 21:59:11,943 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 21:59:11,959 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 21:59:11,974 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 21:59:11,988 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-26 21:59:12,003 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:12,017 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:12,028 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 21:59:12,043 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 21:59:12,059 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:59:12,074 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 21:59:12,088 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.752
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2023-07-26 21:59:14,974 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 21:59:14,987 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-26 21:59:15,005 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.939, mIoU: 0.734
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2023-07-26 21:59:15,033 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 21:59:15,045 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 21:59:15,060 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 21:59:15,091 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 21:59:15,121 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 21:59:15,150 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 21:59:15,191 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 21:59:15,206 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 21:59:15,219 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 21:59:15,233 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 21:59:15,248 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 21:59:15,262 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 21:59:15,276 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 21:59:15,290 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.937, mIoU: 0.723
2023-07-26 21:59:15,304 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 21:59:15,319 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 21:59:15,389 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,405 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-26 21:59:15,420 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 21:59:15,492 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.938, mIoU: 0.724
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2023-07-26 21:59:15,520 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 21:59:15,536 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 21:59:15,551 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 21:59:15,619 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-26 21:59:15,689 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 21:59:15,703 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,717 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,732 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,744 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-26 21:59:15,795 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-26 21:59:15,810 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 21:59:15,825 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-26 21:59:15,840 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,854 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,868 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-26 21:59:15,884 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.938, mIoU: 0.721
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2023-07-26 21:59:15,913 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.937, mIoU: 0.719
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2023-07-26 21:59:15,983 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 21:59:16,272 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.939, mIoU: 0.726
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2023-07-26 21:59:16,518 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.724
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2023-07-26 21:59:16,646 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-26 21:59:16,768 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.730
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2023-07-26 21:59:16,877 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.732
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2023-07-26 21:59:16,989 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.734
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2023-07-26 21:59:17,044 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-26 21:59:17,102 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 21:59:17,218 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-26 21:59:17,587 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,599 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,614 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,628 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,643 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,655 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,668 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:59:17,683 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,696 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,711 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,724 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,738 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:59:17,753 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,768 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 21:59:17,781 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 21:59:17,796 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,811 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,824 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,840 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,856 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:17,871 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,886 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,900 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,915 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:17,930 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:17,947 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:17,957 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,973 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:17,989 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,002 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,017 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,030 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,044 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,059 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,073 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,086 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,098 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,110 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,125 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,141 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,156 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,169 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,183 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,195 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,209 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:59:18,224 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:59:18,237 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:59:18,251 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,266 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,280 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,295 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,309 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,320 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,335 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:18,350 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,363 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,378 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,392 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:18,403 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,418 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,432 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,447 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,460 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,475 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,489 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,504 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:18,518 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,534 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,548 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,563 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,578 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,592 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:18,605 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:18,619 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:18,634 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,648 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,661 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,676 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,689 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,703 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:18,718 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:18,733 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,748 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,762 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:18,777 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:18,790 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:18,804 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:18,818 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:59:18,833 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:59:18,852 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:59:18,867 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:59:18,882 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:59:18,892 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:59:18,905 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:18,920 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:18,932 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,947 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,960 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,973 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:18,988 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:19,004 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,019 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,034 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,047 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,060 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,073 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,086 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,101 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,115 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,130 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,144 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,160 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,173 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,187 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,201 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,213 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,226 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,239 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,255 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,270 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,283 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,297 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,313 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,328 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,341 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,354 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,362 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,377 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:19,392 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,406 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,422 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,436 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,451 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,466 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,481 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,493 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:19,508 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:19,521 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,536 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:19,550 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,563 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,575 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,588 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:19,601 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:19,614 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:59:19,626 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 21:59:19,639 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 21:59:19,653 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,669 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,680 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,695 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,708 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,720 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,736 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,751 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,766 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,781 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,797 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,812 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 21:59:19,841 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,858 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,874 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,889 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:19,903 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:59:19,918 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 21:59:19,930 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:59:19,943 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 21:59:19,955 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 21:59:19,985 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:19,997 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:20,010 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 21:59:20,024 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 21:59:20,066 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:20,080 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 21:59:20,107 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 21:59:20,134 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-26 21:59:20,180 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 21:59:20,236 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:20,249 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-26 21:59:20,280 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,295 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,310 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,322 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:20,335 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:20,350 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:20,363 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:20,378 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:20,394 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,407 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,422 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:20,434 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,449 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,464 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,476 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,489 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:20,503 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,518 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,531 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,545 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,560 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,573 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,586 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,600 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,615 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,631 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,644 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,657 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,670 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,685 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,697 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,710 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:20,725 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,740 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,752 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,768 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:20,783 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:20,798 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:20,813 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,826 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,839 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,853 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,866 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,879 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,891 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:20,907 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,920 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,933 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,947 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,963 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,977 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:20,993 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:21,006 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:21,019 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:21,034 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:21,048 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:21,063 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:21,078 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:21,091 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:21,103 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,114 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,129 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,144 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,158 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,173 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,185 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,198 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,212 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,227 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,239 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,253 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,266 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,281 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,293 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,308 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-26 21:59:21,321 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,337 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,352 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,365 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,381 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,396 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,411 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,425 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,440 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,455 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,471 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,485 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,500 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,514 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,527 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,540 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,552 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,568 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,581 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,597 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,611 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,622 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,635 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,650 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,664 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,676 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,691 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,705 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,717 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-26 21:59:21,731 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,746 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:21,760 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,772 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,783 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,799 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:21,814 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:21,828 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:21,841 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:21,856 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:21,870 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:21,885 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:21,899 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,912 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,927 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,940 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,955 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,969 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:21,982 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:21,998 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,011 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,026 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,041 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,056 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,070 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,085 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,099 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,113 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,128 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,142 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,157 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,171 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,181 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,196 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,208 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,223 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,237 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,252 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,264 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,278 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,292 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,306 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,321 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,337 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,351 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,366 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,381 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,396 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:22,409 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:22,423 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 21:59:22,438 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,453 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,466 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,481 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,495 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,508 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,522 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,536 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,548 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:22,562 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,575 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,588 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,603 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,617 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,631 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,646 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,660 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,673 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:22,685 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,699 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:22,712 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:22,724 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:22,739 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:22,754 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,769 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,785 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,799 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,812 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,828 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,844 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,857 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,872 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,886 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,901 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,916 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,932 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,946 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,960 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,969 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,984 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:22,999 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,011 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,025 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,039 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,053 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,065 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,079 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,093 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,108 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,122 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,136 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 21:59:23,152 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,167 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,181 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,198 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 21:59:23,215 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 21:59:23,229 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 21:59:23,242 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,256 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,272 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,287 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,294 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,307 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,319 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,331 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,343 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 21:59:23,358 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,373 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,387 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,399 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,411 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,426 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,436 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,451 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,464 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,478 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,493 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,507 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,522 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,533 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,545 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,560 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,574 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,589 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,603 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,616 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,626 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,636 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,649 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,660 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,674 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,687 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,701 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 21:59:23,716 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,731 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,744 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,759 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,774 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:23,788 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,804 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,817 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,832 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,847 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,862 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,875 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:23,888 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,902 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,915 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,930 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,943 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,958 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,972 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:23,989 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,004 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,017 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,032 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,046 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,061 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,075 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,088 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,100 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,114 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,129 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,143 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,157 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:59:24,172 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:59:24,187 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 21:59:24,202 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,218 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,232 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,247 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,257 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,270 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,285 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,296 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,311 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,326 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,341 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 21:59:24,357 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,372 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,386 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,400 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,412 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,427 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,439 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,453 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,467 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,479 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,493 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,505 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,519 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,533 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,548 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,562 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,576 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,588 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,600 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,614 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,627 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,640 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,654 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,669 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-26 21:59:24,683 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 21:59:24,695 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,708 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:24,723 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,738 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,752 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,765 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,778 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,792 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,807 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:24,822 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,836 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,852 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,866 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,880 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,895 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,910 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,924 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:24,938 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:24,953 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:24,966 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:24,981 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:24,996 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:25,011 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:25,024 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 21:59:25,038 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:25,053 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:25,069 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:25,082 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 21:59:25,097 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,112 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,126 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:25,141 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,156 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 21:59:25,171 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,184 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,198 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,214 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,227 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,243 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,256 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,265 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:25,279 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 21:59:25,294 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:25,307 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:25,321 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,336 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,349 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,362 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,377 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,391 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,406 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,423 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,437 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,454 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,468 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,481 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:25,496 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,510 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,525 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,537 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,550 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,565 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,580 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,594 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,608 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,621 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 21:59:25,661 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,676 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,690 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,704 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,719 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,731 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:25,745 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,759 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,773 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,788 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,800 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,816 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,829 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,843 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 21:59:25,870 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,885 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,900 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,915 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,926 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,939 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,955 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,970 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,983 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:25,998 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,014 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,028 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,041 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,054 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,069 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,081 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,096 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,108 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,121 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,135 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,149 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,163 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,178 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,190 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,204 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,219 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,232 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 21:59:26,247 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,263 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,278 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,293 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,305 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,318 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,333 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,349 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,363 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,376 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,390 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,407 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,420 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,430 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,444 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,459 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,473 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:26,487 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,500 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,514 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,527 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,539 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,553 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,567 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,582 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,596 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 21:59:26,611 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,626 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,640 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,655 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,668 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,682 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,698 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,713 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,726 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,741 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,753 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,769 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,784 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,800 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,813 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,827 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,843 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,858 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,869 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,883 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,897 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:26,907 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,921 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,935 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,949 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,961 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,973 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:26,987 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,000 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,013 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,026 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,041 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,053 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,066 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,080 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,094 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,109 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:27,123 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,139 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,151 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,166 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,179 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,194 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,208 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,221 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,233 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,249 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,264 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,280 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,292 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,305 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,320 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,334 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,348 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,361 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,375 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,390 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,404 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,418 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,433 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,448 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,461 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,474 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,489 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,501 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,516 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,530 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,545 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,559 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,573 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:27,588 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,602 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,616 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,630 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,644 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:27,659 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,673 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,688 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,703 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,716 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,728 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,743 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,758 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,771 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,785 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,800 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,815 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,829 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,844 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,859 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,874 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,886 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,899 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,912 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,925 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,937 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,952 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,966 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,979 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:27,991 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,006 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,017 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,030 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,045 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,061 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,075 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,090 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,103 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,118 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 21:59:28,133 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,146 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,162 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,177 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,192 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,205 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,220 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,235 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,249 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,264 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,277 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,292 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,306 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,320 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,335 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,348 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,362 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,376 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,390 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,404 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,418 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,433 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,447 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,457 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,472 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,485 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,498 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 21:59:28,515 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,531 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,545 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,558 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,571 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,585 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,600 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,614 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,629 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,644 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,657 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,672 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,686 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,698 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 21:59:28,712 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,726 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,738 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,752 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,763 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,777 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,791 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,805 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,819 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,831 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,843 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,857 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 21:59:28,870 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,884 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,897 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,909 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,923 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,938 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,952 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,964 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,978 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:28,994 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:29,009 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:29,024 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,038 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,046 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 21:59:29,072 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,085 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,100 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,115 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,129 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,145 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,160 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,175 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,190 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,203 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,218 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,234 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,249 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,265 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,280 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,298 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,310 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,324 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,338 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,354 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,366 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,379 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,393 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 21:59:29,407 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:29,421 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 21:59:29,435 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,449 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,463 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,478 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,490 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,505 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,518 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,533 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,548 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,563 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,578 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,590 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,605 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,620 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,635 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,649 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,664 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,679 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,693 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,705 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,720 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 21:59:29,732 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,746 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,760 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,775 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,789 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,803 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,817 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,826 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,840 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,853 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,867 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,881 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,896 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,911 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,922 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,931 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,948 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,962 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:29,977 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:29,990 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,004 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,019 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,032 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,047 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,062 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,075 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,090 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,102 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,116 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,130 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,144 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,156 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,170 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,184 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 21:59:30,198 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,213 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,225 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,238 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,252 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 21:59:30,268 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 21:59:46,626 semantic_segmentation INFO: Iters: 127210/150000 || Lr: 0.003669 || Task Loss: 0.2884 || KD Loss: 0.0505|| 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, 11:13:31 || Estimated Time: 10:36:37
2023-07-26 22:00:03,031 semantic_segmentation INFO: Iters: 127220/150000 || Lr: 0.003667 || Task Loss: 0.2420 || KD Loss: 0.0381|| 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, 11:13:47 || Estimated Time: 10:36:20
2023-07-26 22:00:19,550 semantic_segmentation INFO: Iters: 127230/150000 || Lr: 0.003666 || Task Loss: 0.2818 || KD Loss: 0.0489|| 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, 11:14:04 || Estimated Time: 10:36:03
2023-07-26 22:00:36,066 semantic_segmentation INFO: Iters: 127240/150000 || Lr: 0.003665 || Task Loss: 0.3431 || KD Loss: 0.0452|| 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, 11:14:20 || Estimated Time: 10:35:46
2023-07-26 22:00:52,643 semantic_segmentation INFO: Iters: 127250/150000 || Lr: 0.003663 || Task Loss: 0.2817 || KD Loss: 0.0282|| 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, 11:14:37 || Estimated Time: 10:35:29
2023-07-26 22:01:09,117 semantic_segmentation INFO: Iters: 127260/150000 || Lr: 0.003662 || Task Loss: 0.3435 || KD Loss: 0.0313|| 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, 11:14:53 || Estimated Time: 10:35:13
2023-07-26 22:01:25,743 semantic_segmentation INFO: Iters: 127270/150000 || Lr: 0.003660 || Task Loss: 0.2132 || KD Loss: 0.0311|| 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, 11:15:10 || Estimated Time: 10:34:56
2023-07-26 22:01:42,318 semantic_segmentation INFO: Iters: 127280/150000 || Lr: 0.003659 || Task Loss: 0.3398 || KD Loss: 0.0398|| 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, 11:15:26 || Estimated Time: 10:34:39
2023-07-26 22:01:58,903 semantic_segmentation INFO: Iters: 127290/150000 || Lr: 0.003657 || Task Loss: 0.2110 || KD Loss: 0.0242|| 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, 11:15:43 || Estimated Time: 10:34:22
2023-07-26 22:02:15,326 semantic_segmentation INFO: Iters: 127300/150000 || Lr: 0.003656 || Task Loss: 0.2804 || KD Loss: 0.0425|| 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, 11:15:59 || Estimated Time: 10:34:05
2023-07-26 22:02:32,091 semantic_segmentation INFO: Iters: 127310/150000 || Lr: 0.003654 || Task Loss: 0.3268 || KD Loss: 0.0480|| 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, 11:16:16 || Estimated Time: 10:33:49
2023-07-26 22:02:48,495 semantic_segmentation INFO: Iters: 127320/150000 || Lr: 0.003653 || Task Loss: 0.1701 || KD Loss: 0.0329|| 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, 11:16:32 || Estimated Time: 10:33:32
2023-07-26 22:03:05,073 semantic_segmentation INFO: Iters: 127330/150000 || Lr: 0.003652 || Task Loss: 0.2839 || KD Loss: 0.0459|| 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, 11:16:49 || Estimated Time: 10:33:15
2023-07-26 22:03:21,484 semantic_segmentation INFO: Iters: 127340/150000 || Lr: 0.003650 || Task Loss: 0.3760 || KD Loss: 0.0549|| 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, 11:17:05 || Estimated Time: 10:32:58
2023-07-26 22:03:37,850 semantic_segmentation INFO: Iters: 127350/150000 || Lr: 0.003649 || Task Loss: 0.2509 || KD Loss: 0.0400|| 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, 11:17:22 || Estimated Time: 10:32:41
2023-07-26 22:03:54,246 semantic_segmentation INFO: Iters: 127360/150000 || Lr: 0.003647 || Task Loss: 0.1797 || KD Loss: 0.0199|| 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, 11:17:38 || Estimated Time: 10:32:25
2023-07-26 22:04:10,646 semantic_segmentation INFO: Iters: 127370/150000 || Lr: 0.003646 || Task Loss: 0.2957 || KD Loss: 0.0439|| 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, 11:17:55 || Estimated Time: 10:32:08
2023-07-26 22:04:27,130 semantic_segmentation INFO: Iters: 127380/150000 || Lr: 0.003644 || Task Loss: 0.2685 || KD Loss: 0.0316|| 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, 11:18:11 || Estimated Time: 10:31:51
2023-07-26 22:04:43,591 semantic_segmentation INFO: Iters: 127390/150000 || Lr: 0.003643 || Task Loss: 0.3173 || KD Loss: 0.0332|| 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, 11:18:28 || Estimated Time: 10:31:34
2023-07-26 22:04:59,969 semantic_segmentation INFO: Iters: 127400/150000 || Lr: 0.003641 || Task Loss: 0.2523 || KD Loss: 0.0189|| 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, 11:18:44 || Estimated Time: 10:31:17
2023-07-26 22:05:16,346 semantic_segmentation INFO: Iters: 127410/150000 || Lr: 0.003640 || Task Loss: 0.2651 || KD Loss: 0.0337|| 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, 11:19:00 || Estimated Time: 10:31:01
2023-07-26 22:05:32,792 semantic_segmentation INFO: Iters: 127420/150000 || Lr: 0.003638 || Task Loss: 0.2758 || KD Loss: 0.0305|| 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, 11:19:17 || Estimated Time: 10:30:44
2023-07-26 22:05:52,372 semantic_segmentation INFO: Iters: 127430/150000 || Lr: 0.003637 || Task Loss: 0.2166 || KD Loss: 0.0243|| 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, 11:19:36 || Estimated Time: 10:30:27
2023-07-26 22:06:08,744 semantic_segmentation INFO: Iters: 127440/150000 || Lr: 0.003636 || Task Loss: 0.3206 || KD Loss: 0.0486|| 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, 11:19:53 || Estimated Time: 10:30:11
2023-07-26 22:06:24,968 semantic_segmentation INFO: Iters: 127450/150000 || Lr: 0.003634 || Task Loss: 0.1751 || KD Loss: 0.0267|| 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, 11:20:09 || Estimated Time: 10:29:54
2023-07-26 22:06:41,246 semantic_segmentation INFO: Iters: 127460/150000 || Lr: 0.003633 || Task Loss: 0.2476 || KD Loss: 0.0246|| 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, 11:20:25 || Estimated Time: 10:29:37
2023-07-26 22:06:57,420 semantic_segmentation INFO: Iters: 127470/150000 || Lr: 0.003631 || Task Loss: 0.2129 || KD Loss: 0.0344|| 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, 11:20:41 || Estimated Time: 10:29:20
2023-07-26 22:07:13,696 semantic_segmentation INFO: Iters: 127480/150000 || Lr: 0.003630 || Task Loss: 0.2841 || KD Loss: 0.0352|| 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, 11:20:58 || Estimated Time: 10:29:03
2023-07-26 22:07:30,068 semantic_segmentation INFO: Iters: 127490/150000 || Lr: 0.003628 || Task Loss: 0.4520 || KD Loss: 0.0977|| 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, 11:21:14 || Estimated Time: 10:28:46
2023-07-26 22:07:46,321 semantic_segmentation INFO: Iters: 127500/150000 || Lr: 0.003627 || Task Loss: 0.3282 || KD Loss: 0.0437|| 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, 11:21:30 || Estimated Time: 10:28:30
2023-07-26 22:08:02,645 semantic_segmentation INFO: Iters: 127510/150000 || Lr: 0.003625 || Task Loss: 0.2844 || KD Loss: 0.0388|| 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, 11:21:47 || Estimated Time: 10:28:13
2023-07-26 22:08:18,911 semantic_segmentation INFO: Iters: 127520/150000 || Lr: 0.003624 || Task Loss: 0.2973 || KD Loss: 0.0476|| 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, 11:22:03 || Estimated Time: 10:27:56
2023-07-26 22:08:35,215 semantic_segmentation INFO: Iters: 127530/150000 || Lr: 0.003622 || Task Loss: 0.3038 || KD Loss: 0.0390|| 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, 11:22:19 || Estimated Time: 10:27:39
2023-07-26 22:08:51,574 semantic_segmentation INFO: Iters: 127540/150000 || Lr: 0.003621 || Task Loss: 0.3883 || KD Loss: 0.0401|| 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, 11:22:36 || Estimated Time: 10:27:22
2023-07-26 22:09:07,975 semantic_segmentation INFO: Iters: 127550/150000 || Lr: 0.003620 || Task Loss: 0.2409 || KD Loss: 0.0269|| 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, 11:22:52 || Estimated Time: 10:27:05
2023-07-26 22:09:24,320 semantic_segmentation INFO: Iters: 127560/150000 || Lr: 0.003618 || Task Loss: 0.3221 || KD Loss: 0.0414|| 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, 11:23:08 || Estimated Time: 10:26:49
2023-07-26 22:09:40,677 semantic_segmentation INFO: Iters: 127570/150000 || Lr: 0.003617 || Task Loss: 0.3348 || KD Loss: 0.0441|| 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, 11:23:25 || Estimated Time: 10:26:32
2023-07-26 22:09:57,030 semantic_segmentation INFO: Iters: 127580/150000 || Lr: 0.003615 || Task Loss: 0.2267 || KD Loss: 0.0294|| 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, 11:23:41 || Estimated Time: 10:26:15
2023-07-26 22:10:13,413 semantic_segmentation INFO: Iters: 127590/150000 || Lr: 0.003614 || Task Loss: 0.2704 || KD Loss: 0.0303|| 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, 11:23:57 || Estimated Time: 10:25:58
2023-07-26 22:10:29,711 semantic_segmentation INFO: Iters: 127600/150000 || Lr: 0.003612 || Task Loss: 0.2727 || KD Loss: 0.0307|| 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, 11:24:14 || Estimated Time: 10:25:41
2023-07-26 22:10:46,081 semantic_segmentation INFO: Iters: 127610/150000 || Lr: 0.003611 || Task Loss: 0.2582 || KD Loss: 0.0500|| 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, 11:24:30 || Estimated Time: 10:25:24
2023-07-26 22:11:02,456 semantic_segmentation INFO: Iters: 127620/150000 || Lr: 0.003609 || Task Loss: 0.3148 || KD Loss: 0.0559|| 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, 11:24:46 || Estimated Time: 10:25:08
2023-07-26 22:11:18,848 semantic_segmentation INFO: Iters: 127630/150000 || Lr: 0.003608 || Task Loss: 0.3003 || KD Loss: 0.0534|| 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, 11:25:03 || Estimated Time: 10:24:51
2023-07-26 22:11:35,247 semantic_segmentation INFO: Iters: 127640/150000 || Lr: 0.003607 || Task Loss: 0.2540 || KD Loss: 0.0341|| 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, 11:25:19 || Estimated Time: 10:24:34
2023-07-26 22:11:51,624 semantic_segmentation INFO: Iters: 127650/150000 || Lr: 0.003605 || Task Loss: 0.3322 || KD Loss: 0.0562|| 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, 11:25:36 || Estimated Time: 10:24:17
2023-07-26 22:12:08,018 semantic_segmentation INFO: Iters: 127660/150000 || Lr: 0.003604 || Task Loss: 0.3553 || KD Loss: 0.0518|| 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, 11:25:52 || Estimated Time: 10:24:00
2023-07-26 22:12:24,381 semantic_segmentation INFO: Iters: 127670/150000 || Lr: 0.003602 || Task Loss: 0.2317 || KD Loss: 0.0275|| 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, 11:26:08 || Estimated Time: 10:23:43
2023-07-26 22:12:40,773 semantic_segmentation INFO: Iters: 127680/150000 || Lr: 0.003601 || Task Loss: 0.3196 || KD Loss: 0.0465|| 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, 11:26:25 || Estimated Time: 10:23:27
2023-07-26 22:12:57,144 semantic_segmentation INFO: Iters: 127690/150000 || Lr: 0.003599 || Task Loss: 0.2714 || KD Loss: 0.0379|| 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, 11:26:41 || Estimated Time: 10:23:10
2023-07-26 22:13:13,556 semantic_segmentation INFO: Iters: 127700/150000 || Lr: 0.003598 || Task Loss: 0.2324 || KD Loss: 0.0410|| 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, 11:26:58 || Estimated Time: 10:22:53
2023-07-26 22:13:29,918 semantic_segmentation INFO: Iters: 127710/150000 || Lr: 0.003596 || Task Loss: 0.4807 || KD Loss: 0.0822|| 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, 11:27:14 || Estimated Time: 10:22:36
2023-07-26 22:13:46,315 semantic_segmentation INFO: Iters: 127720/150000 || Lr: 0.003595 || Task Loss: 0.2402 || KD Loss: 0.0307|| 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, 11:27:30 || Estimated Time: 10:22:19
2023-07-26 22:14:02,682 semantic_segmentation INFO: Iters: 127730/150000 || Lr: 0.003593 || Task Loss: 0.3313 || KD Loss: 0.0678|| 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, 11:27:47 || Estimated Time: 10:22:02
2023-07-26 22:14:19,081 semantic_segmentation INFO: Iters: 127740/150000 || Lr: 0.003592 || Task Loss: 0.2787 || KD Loss: 0.0328|| 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, 11:28:03 || Estimated Time: 10:21:46
2023-07-26 22:14:35,454 semantic_segmentation INFO: Iters: 127750/150000 || Lr: 0.003591 || Task Loss: 0.2317 || KD Loss: 0.0386|| 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, 11:28:19 || Estimated Time: 10:21:29
2023-07-26 22:14:51,848 semantic_segmentation INFO: Iters: 127760/150000 || Lr: 0.003589 || Task Loss: 0.2789 || KD Loss: 0.0385|| 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, 11:28:36 || Estimated Time: 10:21:12
2023-07-26 22:15:08,234 semantic_segmentation INFO: Iters: 127770/150000 || Lr: 0.003588 || Task Loss: 0.3132 || KD Loss: 0.0688|| 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, 11:28:52 || Estimated Time: 10:20:55
2023-07-26 22:15:24,621 semantic_segmentation INFO: Iters: 127780/150000 || Lr: 0.003586 || Task Loss: 0.2471 || KD Loss: 0.0342|| 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, 11:29:09 || Estimated Time: 10:20:38
2023-07-26 22:15:40,962 semantic_segmentation INFO: Iters: 127790/150000 || Lr: 0.003585 || Task Loss: 0.3076 || KD Loss: 0.0355|| 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, 11:29:25 || Estimated Time: 10:20:22
2023-07-26 22:15:57,367 semantic_segmentation INFO: Iters: 127800/150000 || Lr: 0.003583 || Task Loss: 0.2818 || KD Loss: 0.0323|| 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, 11:29:41 || Estimated Time: 10:20:05
2023-07-26 22:16:13,769 semantic_segmentation INFO: Iters: 127810/150000 || Lr: 0.003582 || Task Loss: 0.2558 || KD Loss: 0.0320|| 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, 11:29:58 || Estimated Time: 10:19:48
2023-07-26 22:16:30,146 semantic_segmentation INFO: Iters: 127820/150000 || Lr: 0.003580 || Task Loss: 0.3145 || KD Loss: 0.0495|| 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, 11:30:14 || Estimated Time: 10:19:31
2023-07-26 22:16:46,514 semantic_segmentation INFO: Iters: 127830/150000 || Lr: 0.003579 || Task Loss: 0.2607 || KD Loss: 0.0363|| 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, 11:30:30 || Estimated Time: 10:19:14
2023-07-26 22:17:02,921 semantic_segmentation INFO: Iters: 127840/150000 || Lr: 0.003577 || Task Loss: 0.3165 || KD Loss: 0.0372|| 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, 11:30:47 || Estimated Time: 10:18:57
2023-07-26 22:17:19,318 semantic_segmentation INFO: Iters: 127850/150000 || Lr: 0.003576 || Task Loss: 0.4145 || KD Loss: 0.0431|| 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, 11:31:03 || Estimated Time: 10:18:41
2023-07-26 22:17:35,689 semantic_segmentation INFO: Iters: 127860/150000 || Lr: 0.003575 || Task Loss: 0.2690 || KD Loss: 0.0417|| 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, 11:31:20 || Estimated Time: 10:18:24
2023-07-26 22:17:52,078 semantic_segmentation INFO: Iters: 127870/150000 || Lr: 0.003573 || Task Loss: 0.2777 || KD Loss: 0.0343|| 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, 11:31:36 || Estimated Time: 10:18:07
2023-07-26 22:18:08,443 semantic_segmentation INFO: Iters: 127880/150000 || Lr: 0.003572 || Task Loss: 0.2044 || KD Loss: 0.0316|| 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, 11:31:52 || Estimated Time: 10:17:50
2023-07-26 22:18:24,832 semantic_segmentation INFO: Iters: 127890/150000 || Lr: 0.003570 || Task Loss: 0.3087 || KD Loss: 0.0258|| 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, 11:32:09 || Estimated Time: 10:17:33
2023-07-26 22:18:41,204 semantic_segmentation INFO: Iters: 127900/150000 || Lr: 0.003569 || Task Loss: 0.1989 || KD Loss: 0.0279|| 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, 11:32:25 || Estimated Time: 10:17:16
2023-07-26 22:18:57,592 semantic_segmentation INFO: Iters: 127910/150000 || Lr: 0.003567 || Task Loss: 0.2705 || KD Loss: 0.0457|| 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, 11:32:42 || Estimated Time: 10:17:00
2023-07-26 22:19:13,996 semantic_segmentation INFO: Iters: 127920/150000 || Lr: 0.003566 || Task Loss: 0.2984 || KD Loss: 0.0346|| 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, 11:32:58 || Estimated Time: 10:16:43
2023-07-26 22:19:30,351 semantic_segmentation INFO: Iters: 127930/150000 || Lr: 0.003564 || Task Loss: 0.1751 || KD Loss: 0.0244|| 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, 11:33:14 || Estimated Time: 10:16:26
2023-07-26 22:19:46,750 semantic_segmentation INFO: Iters: 127940/150000 || Lr: 0.003563 || Task Loss: 0.2340 || KD Loss: 0.0238|| 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, 11:33:31 || Estimated Time: 10:16:09
2023-07-26 22:20:03,140 semantic_segmentation INFO: Iters: 127950/150000 || Lr: 0.003562 || Task Loss: 0.2159 || 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, 11:33:47 || Estimated Time: 10:15:52
2023-07-26 22:20:19,525 semantic_segmentation INFO: Iters: 127960/150000 || Lr: 0.003560 || Task Loss: 0.2528 || KD Loss: 0.0354|| 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, 11:34:04 || Estimated Time: 10:15:36
2023-07-26 22:20:35,916 semantic_segmentation INFO: Iters: 127970/150000 || Lr: 0.003559 || Task Loss: 0.2358 || KD Loss: 0.0412|| 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, 11:34:20 || Estimated Time: 10:15:19
2023-07-26 22:20:52,268 semantic_segmentation INFO: Iters: 127980/150000 || Lr: 0.003557 || Task Loss: 0.2329 || KD Loss: 0.0421|| 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, 11:34:36 || Estimated Time: 10:15:02
2023-07-26 22:21:08,653 semantic_segmentation INFO: Iters: 127990/150000 || Lr: 0.003556 || Task Loss: 0.2272 || KD Loss: 0.0296|| 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, 11:34:53 || Estimated Time: 10:14:45
2023-07-26 22:21:25,048 semantic_segmentation INFO: Iters: 128000/150000 || Lr: 0.003554 || Task Loss: 0.2407 || KD Loss: 0.0292|| 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, 11:35:09 || Estimated Time: 10:14:28
2023-07-26 22:21:25,161 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 22:21:25,607 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 22:21:25,647 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 22:21:25,659 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-26 22:21:25,672 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-26 22:21:25,685 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.242
2023-07-26 22:21:25,697 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.283
2023-07-26 22:21:25,711 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.330
2023-07-26 22:21:25,725 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.335
2023-07-26 22:21:25,736 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.373
2023-07-26 22:21:25,750 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.412
2023-07-26 22:21:25,764 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.461
2023-07-26 22:21:25,778 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.507
2023-07-26 22:21:25,790 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.486
2023-07-26 22:21:25,804 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.469
2023-07-26 22:21:25,818 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.468
2023-07-26 22:21:25,830 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.464
2023-07-26 22:21:25,840 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.455
2023-07-26 22:21:25,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.455
2023-07-26 22:21:25,866 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.453
2023-07-26 22:21:25,881 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.514
2023-07-26 22:21:25,895 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.516
2023-07-26 22:21:25,910 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.521
2023-07-26 22:21:25,923 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.554
2023-07-26 22:21:25,938 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.557
2023-07-26 22:21:25,954 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.558
2023-07-26 22:21:25,968 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.570
2023-07-26 22:21:25,982 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.572
2023-07-26 22:21:25,993 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.574
2023-07-26 22:21:26,008 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.563
2023-07-26 22:21:26,023 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.563
2023-07-26 22:21:26,036 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.564
2023-07-26 22:21:26,051 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.564
2023-07-26 22:21:26,066 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-26 22:21:26,080 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.568
2023-07-26 22:21:26,095 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.594
2023-07-26 22:21:26,110 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.595
2023-07-26 22:21:26,123 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.595
2023-07-26 22:21:26,135 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.640
2023-07-26 22:21:26,151 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.952, mIoU: 0.646
2023-07-26 22:21:26,163 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.645
2023-07-26 22:21:26,177 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.662
2023-07-26 22:21:26,192 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.662
2023-07-26 22:21:26,207 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.657
2023-07-26 22:21:26,220 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.657
2023-07-26 22:21:26,235 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.668
2023-07-26 22:21:26,250 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-26 22:21:26,264 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.672
2023-07-26 22:21:26,276 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.672
2023-07-26 22:21:26,291 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.674
2023-07-26 22:21:26,308 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.669
2023-07-26 22:21:26,325 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.668
2023-07-26 22:21:26,340 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.668
2023-07-26 22:21:26,353 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.666
2023-07-26 22:21:26,368 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.667
2023-07-26 22:21:26,383 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.672
2023-07-26 22:21:26,395 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.671
2023-07-26 22:21:26,410 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.667
2023-07-26 22:21:26,427 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.667
2023-07-26 22:21:26,440 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.667
2023-07-26 22:21:26,454 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-26 22:21:26,466 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-26 22:21:26,480 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-26 22:21:26,493 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-26 22:21:26,509 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-26 22:21:26,522 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-26 22:21:26,536 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.714
2023-07-26 22:21:26,551 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.714
2023-07-26 22:21:26,564 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.955, mIoU: 0.761
2023-07-26 22:21:26,578 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.955, mIoU: 0.761
2023-07-26 22:21:26,592 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.758
2023-07-26 22:21:26,608 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.778
2023-07-26 22:21:26,621 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.778
2023-07-26 22:21:26,635 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.953, mIoU: 0.777
2023-07-26 22:21:26,650 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.775
2023-07-26 22:21:26,663 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.777
2023-07-26 22:21:26,678 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.955, mIoU: 0.777
2023-07-26 22:21:26,692 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 22:21:26,700 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-26 22:21:26,715 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-26 22:21:26,730 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-26 22:21:26,743 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 22:21:26,757 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 22:21:26,771 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-26 22:21:26,785 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 22:21:26,800 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 22:21:26,814 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-26 22:21:26,828 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-26 22:21:26,842 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-26 22:21:26,856 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.773
2023-07-26 22:21:26,868 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.773
2023-07-26 22:21:26,882 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-26 22:21:26,897 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-26 22:21:26,911 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 22:21:26,925 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.779
2023-07-26 22:21:26,939 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.774
2023-07-26 22:21:26,953 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.774
2023-07-26 22:21:26,966 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.774
2023-07-26 22:21:26,979 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.775
2023-07-26 22:21:26,994 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.774
2023-07-26 22:21:27,007 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.775
2023-07-26 22:21:27,022 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-26 22:21:27,036 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.774
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2023-07-26 22:21:27,091 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.773
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2023-07-26 22:21:27,122 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.772
2023-07-26 22:21:27,135 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.773
2023-07-26 22:21:27,148 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 22:21:27,160 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.774
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2023-07-26 22:21:27,217 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-26 22:21:27,230 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-26 22:21:27,243 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-26 22:21:27,257 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-26 22:21:27,270 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-26 22:21:27,284 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.765
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2023-07-26 22:21:27,324 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.764
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2023-07-26 22:21:27,354 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-26 22:21:27,362 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-26 22:21:27,373 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-26 22:21:27,389 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.768
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2023-07-26 22:21:27,410 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-26 22:21:27,425 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 22:21:27,440 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.774
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2023-07-26 22:21:27,468 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 22:21:27,480 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 22:21:27,493 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 22:21:27,507 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-26 22:21:27,520 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-26 22:21:27,535 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.771
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2023-07-26 22:21:27,719 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.778
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2023-07-26 22:21:27,746 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.775
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2023-07-26 22:21:27,890 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-26 22:21:27,902 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-26 22:21:27,915 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 22:21:27,927 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-26 22:21:27,941 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-26 22:21:27,956 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-26 22:21:27,971 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 22:21:27,986 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-26 22:21:27,999 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-26 22:21:28,285 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.945, mIoU: 0.755
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2023-07-26 22:21:28,342 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.945, mIoU: 0.753
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2023-07-26 22:21:29,264 semantic_segmentation INFO: Sample: 261, Validation pixAcc: 0.939, mIoU: 0.750
2023-07-26 22:21:29,278 semantic_segmentation INFO: Sample: 262, Validation pixAcc: 0.940, mIoU: 0.751
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2023-07-26 22:21:30,631 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 22:21:30,669 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.736
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2023-07-26 22:21:31,123 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.937, mIoU: 0.729
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2023-07-26 22:21:31,991 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 22:21:32,006 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-26 22:21:32,109 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 22:21:32,125 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 22:21:32,137 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 22:21:32,151 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 22:21:32,166 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 22:21:32,195 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 22:21:32,209 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 22:21:32,222 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 22:21:32,236 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 22:21:32,251 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 22:21:32,263 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,278 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 22:21:32,289 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,304 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,317 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,332 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 22:21:32,360 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:32,383 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:21:32,397 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:21:32,412 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:32,424 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:32,437 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:32,449 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:32,464 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:32,479 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:32,493 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:32,531 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:32,544 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:32,559 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:32,573 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:32,586 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:32,601 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:32,618 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:32,634 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:32,650 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:32,666 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:32,682 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:32,695 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 22:21:32,736 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:32,750 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:32,780 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 22:21:32,809 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:21:32,821 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:21:32,835 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 22:21:32,849 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:21:32,864 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 22:21:32,878 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:21:32,893 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:21:32,905 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:21:32,920 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:21:32,934 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:21:32,947 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,962 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:21:32,973 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:32,987 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:33,000 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:21:33,011 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 22:21:33,103 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,119 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-26 22:21:33,177 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,190 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:21:33,206 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,221 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,235 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,248 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,261 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,276 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,290 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,306 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:33,319 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:21:33,333 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:21:33,348 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:21:33,363 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:21:33,376 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:21:33,391 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:21:33,405 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:21:33,418 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:21:33,432 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:21:33,446 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 22:21:33,475 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 22:21:33,543 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 22:21:33,713 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:33,727 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,742 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:33,771 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:33,798 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,813 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:33,840 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,854 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:33,922 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:33,965 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,980 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:33,991 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:34,006 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:34,020 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 22:21:34,712 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:21:34,726 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,740 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,753 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,768 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,782 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,795 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,807 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,821 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,836 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,851 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,863 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,877 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,892 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,906 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,919 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:21:34,932 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,939 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,954 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,970 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:21:34,985 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 22:21:35,001 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 22:21:35,017 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,032 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,048 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,063 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,076 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,091 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,105 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,121 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,136 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,148 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,160 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:35,173 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:21:35,186 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:21:35,198 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 22:21:35,210 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:21:35,223 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 22:21:35,236 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,251 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,261 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,275 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,287 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,297 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 22:21:35,311 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,325 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,339 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,353 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,367 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,382 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,395 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 22:21:35,409 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,424 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,441 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,456 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,471 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 22:21:35,486 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 22:21:35,499 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 22:21:35,512 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 22:21:35,524 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,539 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,555 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,568 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,580 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,594 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,608 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,623 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,638 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,652 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,665 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:35,681 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,693 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,707 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,721 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,734 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,749 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,762 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,777 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:35,792 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,804 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,817 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,832 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,847 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:35,862 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:35,877 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:35,888 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,901 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,914 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,927 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:35,942 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,958 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,971 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,986 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:35,998 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,013 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,028 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,041 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,054 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:36,069 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:36,084 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 22:21:36,097 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 22:21:36,112 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,127 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,141 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,154 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:36,169 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,184 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,200 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,212 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,226 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,238 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,253 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,265 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,277 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:36,291 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,305 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,317 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,332 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,346 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,361 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,375 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,387 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,399 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,412 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,425 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,437 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,450 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:36,465 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,477 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,490 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,503 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,518 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,532 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,547 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,560 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,572 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,586 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,601 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 22:21:36,617 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:36,632 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:36,644 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:36,657 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,669 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,686 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,702 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,716 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,730 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,741 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,755 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,769 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,785 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,797 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,812 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,824 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,839 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,852 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,866 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,878 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,893 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,907 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:36,919 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,934 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,948 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,962 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,976 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:36,991 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,005 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,020 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,034 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,049 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,063 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,076 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,089 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,102 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,119 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,132 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,148 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,163 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,174 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,188 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,204 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,219 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,231 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,246 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,260 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,273 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,287 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:37,302 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,316 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,328 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,339 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,355 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:37,369 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:37,383 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:37,396 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:37,410 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:21:37,425 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:21:37,440 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,454 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,467 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,481 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,494 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,509 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,522 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,535 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,550 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,563 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,578 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:37,592 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:37,606 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 22:21:37,621 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,636 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,650 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,663 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,679 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,693 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,708 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,723 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,732 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,746 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,758 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,773 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,787 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,801 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,814 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,829 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,844 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,858 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,874 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,889 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,902 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,918 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:37,933 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 22:21:37,948 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:37,961 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:37,976 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:37,991 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,006 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,019 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,033 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,047 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,059 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,073 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,087 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,099 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,112 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,125 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,139 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,153 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,167 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,181 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,195 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,209 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,221 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,234 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,249 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,262 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:38,275 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:38,290 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:38,305 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,320 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,336 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,349 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,361 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,378 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,393 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,406 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:38,422 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,434 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,449 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,463 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,478 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,493 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,507 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,516 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,531 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,546 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,558 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,571 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,585 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,599 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,611 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,626 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,641 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,657 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,672 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,687 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,704 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,722 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,734 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,749 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,764 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,778 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,791 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,806 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,821 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,836 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,842 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,855 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,867 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,879 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:38,889 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,903 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,917 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,931 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:38,942 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:38,954 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:38,968 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:38,978 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:38,993 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,005 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:39,019 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:39,033 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:39,047 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,061 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,072 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,085 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,099 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,113 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,128 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,143 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,156 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,166 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,177 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,189 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,200 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,214 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,227 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:39,241 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:39,256 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:39,271 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:39,285 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:39,300 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:39,315 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:39,330 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:39,345 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,360 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,374 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,389 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,404 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,417 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,430 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,445 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,458 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,473 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,485 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,499 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,513 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,530 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,545 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,557 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,571 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,585 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,599 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,613 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,626 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,639 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,653 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,667 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:39,681 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:39,696 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:39,711 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 22:21:39,728 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-26 22:21:39,742 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,757 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,769 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,783 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,793 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,806 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,820 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:39,832 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,846 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,860 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:39,875 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:39,890 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:21:39,905 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:21:39,920 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,934 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,946 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,962 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,974 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:39,988 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:40,003 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:21:40,015 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,030 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,042 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,057 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,071 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,086 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,101 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,115 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,128 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,141 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,156 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,168 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,181 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,197 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,211 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,226 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,238 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,251 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,266 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,281 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,296 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,309 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,321 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,336 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,350 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:21:40,365 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,379 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,394 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,408 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,422 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,436 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,451 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,465 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 22:21:40,479 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,494 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,506 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,521 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,536 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,551 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,563 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 22:21:40,578 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:40,592 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:40,607 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:40,621 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:40,636 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,651 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,665 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,680 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,695 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,710 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,723 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,739 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,755 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,769 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,784 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,796 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 22:21:40,805 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,824 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,839 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,852 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:21:40,867 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,881 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,894 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,906 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,921 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,935 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,949 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,965 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,979 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:40,995 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,009 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,021 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,035 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 22:21:41,088 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-26 22:21:41,161 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:41,176 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:41,190 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,203 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,218 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,233 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 22:21:41,263 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:41,276 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:21:41,290 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,304 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,318 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,333 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,345 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,360 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,372 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 22:21:41,410 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:21:41,424 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-26 22:21:42,053 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 22:21:42,615 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:21:42,631 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:21:42,645 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:21:42,659 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,675 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,688 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,702 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,716 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,730 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,745 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,759 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,773 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,790 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,805 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,821 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,833 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,846 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,861 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:42,876 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,889 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,902 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,916 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,931 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,945 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,959 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,973 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:42,988 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,000 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,014 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,028 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,040 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,054 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:21:43,068 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:21:43,082 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:21:43,096 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,110 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:43,124 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,137 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,150 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,165 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,180 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,195 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,209 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,224 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,238 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,251 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,263 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,278 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,293 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,306 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,320 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,335 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,349 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,363 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,378 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,392 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,406 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,419 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,431 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,444 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,456 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:43,468 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,482 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,497 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,509 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,521 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,536 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,548 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,562 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,577 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,593 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:21:43,609 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,625 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,638 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,653 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,668 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,681 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,696 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,712 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,727 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,740 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,756 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,772 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,786 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,800 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,812 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,826 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,840 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,854 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,868 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,880 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:43,894 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,908 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,922 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,936 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,950 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:43,964 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:43,979 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:43,989 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:44,003 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:21:44,016 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:44,029 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:21:44,045 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,060 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,074 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,087 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,100 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,113 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,128 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,142 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,157 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,171 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,183 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,197 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,212 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,224 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,239 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,253 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-26 22:21:44,279 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 22:21:44,305 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,319 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:21:44,333 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,347 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,359 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,372 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,386 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:21:44,400 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:21:44,414 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 22:21:44,496 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 22:21:44,556 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:44,571 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:44,579 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 22:21:44,607 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 22:21:44,663 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 22:21:44,693 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-26 22:21:44,722 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-26 22:21:44,749 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:44,982 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:45,119 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,133 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:45,272 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-26 22:21:45,301 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:45,316 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:45,330 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,344 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,353 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,367 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:45,380 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,394 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,409 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,424 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:21:45,438 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,450 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,459 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,475 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,490 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,505 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,518 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,532 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,547 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,560 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,575 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,590 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:45,604 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:45,618 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,630 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,644 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,658 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,672 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,684 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,697 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,711 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,725 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:21:45,740 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:45,752 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:45,765 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 22:21:45,778 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:21:45,795 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:22:02,091 semantic_segmentation INFO: Iters: 128010/150000 || Lr: 0.003553 || Task Loss: 0.3005 || KD Loss: 0.0343|| 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, 11:35:46 || Estimated Time: 10:14:15
2023-07-26 22:22:18,526 semantic_segmentation INFO: Iters: 128020/150000 || Lr: 0.003551 || Task Loss: 0.2469 || KD Loss: 0.0417|| 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, 11:36:03 || Estimated Time: 10:13:58
2023-07-26 22:22:34,886 semantic_segmentation INFO: Iters: 128030/150000 || Lr: 0.003550 || Task Loss: 0.2687 || KD Loss: 0.0308|| 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, 11:36:19 || Estimated Time: 10:13:41
2023-07-26 22:22:51,454 semantic_segmentation INFO: Iters: 128040/150000 || Lr: 0.003548 || Task Loss: 0.3591 || 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, 11:36:35 || Estimated Time: 10:13:25
2023-07-26 22:23:07,886 semantic_segmentation INFO: Iters: 128050/150000 || Lr: 0.003547 || Task Loss: 0.2991 || KD Loss: 0.0348|| 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, 11:36:52 || Estimated Time: 10:13:08
2023-07-26 22:23:24,247 semantic_segmentation INFO: Iters: 128060/150000 || Lr: 0.003546 || Task Loss: 0.2803 || KD Loss: 0.0727|| 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, 11:37:08 || Estimated Time: 10:12:51
2023-07-26 22:23:40,646 semantic_segmentation INFO: Iters: 128070/150000 || Lr: 0.003544 || Task Loss: 0.2579 || KD Loss: 0.0513|| 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, 11:37:25 || Estimated Time: 10:12:34
2023-07-26 22:23:57,111 semantic_segmentation INFO: Iters: 128080/150000 || Lr: 0.003543 || Task Loss: 0.2308 || KD Loss: 0.0257|| 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, 11:37:41 || Estimated Time: 10:12:17
2023-07-26 22:24:13,610 semantic_segmentation INFO: Iters: 128090/150000 || Lr: 0.003541 || Task Loss: 0.2321 || KD Loss: 0.0216|| 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, 11:37:58 || Estimated Time: 10:12:00
2023-07-26 22:24:30,010 semantic_segmentation INFO: Iters: 128100/150000 || Lr: 0.003540 || Task Loss: 0.2472 || KD Loss: 0.0275|| 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, 11:38:14 || Estimated Time: 10:11:44
2023-07-26 22:24:46,370 semantic_segmentation INFO: Iters: 128110/150000 || Lr: 0.003538 || Task Loss: 0.1898 || KD Loss: 0.0496|| 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, 11:38:30 || Estimated Time: 10:11:27
2023-07-26 22:25:02,770 semantic_segmentation INFO: Iters: 128120/150000 || Lr: 0.003537 || Task Loss: 0.3319 || KD Loss: 0.0609|| 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, 11:38:47 || Estimated Time: 10:11:10
2023-07-26 22:25:19,278 semantic_segmentation INFO: Iters: 128130/150000 || Lr: 0.003535 || Task Loss: 0.2653 || KD Loss: 0.0211|| 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, 11:39:03 || Estimated Time: 10:10:53
2023-07-26 22:25:35,699 semantic_segmentation INFO: Iters: 128140/150000 || Lr: 0.003534 || Task Loss: 0.3052 || KD Loss: 0.0261|| 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, 11:39:20 || Estimated Time: 10:10:36
2023-07-26 22:25:52,128 semantic_segmentation INFO: Iters: 128150/150000 || Lr: 0.003532 || Task Loss: 0.2343 || KD Loss: 0.0324|| 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, 11:39:36 || Estimated Time: 10:10:20
2023-07-26 22:26:08,453 semantic_segmentation INFO: Iters: 128160/150000 || Lr: 0.003531 || Task Loss: 0.2760 || KD Loss: 0.0375|| 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, 11:39:52 || Estimated Time: 10:10:03
2023-07-26 22:26:24,961 semantic_segmentation INFO: Iters: 128170/150000 || Lr: 0.003530 || Task Loss: 0.3638 || KD Loss: 0.0591|| 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, 11:40:09 || Estimated Time: 10:09:46
2023-07-26 22:26:41,360 semantic_segmentation INFO: Iters: 128180/150000 || Lr: 0.003528 || Task Loss: 0.2304 || KD Loss: 0.0284|| 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, 11:40:25 || Estimated Time: 10:09:29
2023-07-26 22:26:57,743 semantic_segmentation INFO: Iters: 128190/150000 || Lr: 0.003527 || Task Loss: 0.2090 || KD Loss: 0.0392|| 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, 11:40:42 || Estimated Time: 10:09:12
2023-07-26 22:27:14,149 semantic_segmentation INFO: Iters: 128200/150000 || Lr: 0.003525 || Task Loss: 0.2254 || KD Loss: 0.0373|| 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, 11:40:58 || Estimated Time: 10:08:55
2023-07-26 22:27:30,530 semantic_segmentation INFO: Iters: 128210/150000 || Lr: 0.003524 || Task Loss: 0.2945 || KD Loss: 0.0471|| 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, 11:41:15 || Estimated Time: 10:08:39
2023-07-26 22:27:47,013 semantic_segmentation INFO: Iters: 128220/150000 || Lr: 0.003522 || Task Loss: 0.1441 || KD Loss: 0.0347|| 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, 11:41:31 || Estimated Time: 10:08:22
2023-07-26 22:28:03,376 semantic_segmentation INFO: Iters: 128230/150000 || Lr: 0.003521 || Task Loss: 0.2577 || KD Loss: 0.0355|| 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, 11:41:47 || Estimated Time: 10:08:05
2023-07-26 22:28:19,790 semantic_segmentation INFO: Iters: 128240/150000 || Lr: 0.003519 || Task Loss: 0.1877 || KD Loss: 0.0544|| 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, 11:42:04 || Estimated Time: 10:07:48
2023-07-26 22:28:36,148 semantic_segmentation INFO: Iters: 128250/150000 || Lr: 0.003518 || Task Loss: 0.1893 || KD Loss: 0.0333|| 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, 11:42:20 || Estimated Time: 10:07:31
2023-07-26 22:28:52,588 semantic_segmentation INFO: Iters: 128260/150000 || Lr: 0.003516 || Task Loss: 0.2557 || KD Loss: 0.0314|| 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, 11:42:37 || Estimated Time: 10:07:15
2023-07-26 22:29:11,647 semantic_segmentation INFO: Iters: 128270/150000 || Lr: 0.003515 || Task Loss: 0.3469 || KD Loss: 0.0327|| 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, 11:42:56 || Estimated Time: 10:06:58
2023-07-26 22:29:28,975 semantic_segmentation INFO: Iters: 128280/150000 || Lr: 0.003513 || Task Loss: 0.2287 || KD Loss: 0.0293|| 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, 11:43:13 || Estimated Time: 10:06:41
2023-07-26 22:29:45,371 semantic_segmentation INFO: Iters: 128290/150000 || Lr: 0.003512 || Task Loss: 0.3206 || KD Loss: 0.0553|| 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, 11:43:29 || Estimated Time: 10:06:25
2023-07-26 22:30:01,747 semantic_segmentation INFO: Iters: 128300/150000 || Lr: 0.003511 || Task Loss: 0.2907 || KD Loss: 0.0469|| 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, 11:43:46 || Estimated Time: 10:06:08
2023-07-26 22:30:18,254 semantic_segmentation INFO: Iters: 128310/150000 || Lr: 0.003509 || Task Loss: 0.3490 || KD Loss: 0.0400|| 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, 11:44:02 || Estimated Time: 10:05:51
2023-07-26 22:30:34,730 semantic_segmentation INFO: Iters: 128320/150000 || Lr: 0.003508 || Task Loss: 0.3220 || KD Loss: 0.0403|| 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, 11:44:19 || Estimated Time: 10:05:34
2023-07-26 22:30:51,113 semantic_segmentation INFO: Iters: 128330/150000 || Lr: 0.003506 || Task Loss: 0.3355 || KD Loss: 0.0422|| 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, 11:44:35 || Estimated Time: 10:05:17
2023-07-26 22:31:07,499 semantic_segmentation INFO: Iters: 128340/150000 || Lr: 0.003505 || Task Loss: 0.3571 || KD Loss: 0.0388|| 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, 11:44:51 || Estimated Time: 10:05:01
2023-07-26 22:31:23,875 semantic_segmentation INFO: Iters: 128350/150000 || Lr: 0.003503 || Task Loss: 0.2840 || KD Loss: 0.0280|| 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, 11:45:08 || Estimated Time: 10:04:44
2023-07-26 22:31:40,367 semantic_segmentation INFO: Iters: 128360/150000 || Lr: 0.003502 || Task Loss: 0.2636 || KD Loss: 0.0340|| 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, 11:45:24 || Estimated Time: 10:04:27
2023-07-26 22:31:56,872 semantic_segmentation INFO: Iters: 128370/150000 || Lr: 0.003500 || Task Loss: 0.3082 || KD Loss: 0.0327|| 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, 11:45:41 || Estimated Time: 10:04:10
2023-07-26 22:32:13,248 semantic_segmentation INFO: Iters: 128380/150000 || Lr: 0.003499 || Task Loss: 0.3002 || KD Loss: 0.0373|| 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, 11:45:57 || Estimated Time: 10:03:53
2023-07-26 22:32:29,622 semantic_segmentation INFO: Iters: 128390/150000 || Lr: 0.003497 || Task Loss: 0.1583 || KD Loss: 0.0209|| 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, 11:46:14 || Estimated Time: 10:03:37
2023-07-26 22:32:46,133 semantic_segmentation INFO: Iters: 128400/150000 || Lr: 0.003496 || Task Loss: 0.2631 || KD Loss: 0.0283|| 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, 11:46:30 || Estimated Time: 10:03:20
2023-07-26 22:33:02,605 semantic_segmentation INFO: Iters: 128410/150000 || Lr: 0.003495 || Task Loss: 0.3222 || KD Loss: 0.0672|| 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, 11:46:47 || Estimated Time: 10:03:03
2023-07-26 22:33:19,087 semantic_segmentation INFO: Iters: 128420/150000 || Lr: 0.003493 || Task Loss: 0.4007 || KD Loss: 0.0698|| 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, 11:47:03 || Estimated Time: 10:02:46
2023-07-26 22:33:35,560 semantic_segmentation INFO: Iters: 128430/150000 || Lr: 0.003492 || Task Loss: 0.3007 || KD Loss: 0.0610|| 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, 11:47:20 || Estimated Time: 10:02:29
2023-07-26 22:33:51,967 semantic_segmentation INFO: Iters: 128440/150000 || Lr: 0.003490 || Task Loss: 0.3154 || KD Loss: 0.0458|| 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, 11:47:36 || Estimated Time: 10:02:12
2023-07-26 22:34:08,334 semantic_segmentation INFO: Iters: 128450/150000 || Lr: 0.003489 || Task Loss: 0.1885 || KD Loss: 0.0252|| 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, 11:47:52 || Estimated Time: 10:01:56
2023-07-26 22:34:24,976 semantic_segmentation INFO: Iters: 128460/150000 || Lr: 0.003487 || Task Loss: 0.2083 || KD Loss: 0.0259|| 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, 11:48:09 || Estimated Time: 10:01:39
2023-07-26 22:34:41,415 semantic_segmentation INFO: Iters: 128470/150000 || Lr: 0.003486 || Task Loss: 0.2464 || KD Loss: 0.0317|| 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, 11:48:25 || Estimated Time: 10:01:22
2023-07-26 22:34:57,851 semantic_segmentation INFO: Iters: 128480/150000 || Lr: 0.003484 || Task Loss: 0.3878 || 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: 2 days, 11:48:42 || Estimated Time: 10:01:05
2023-07-26 22:35:14,294 semantic_segmentation INFO: Iters: 128490/150000 || Lr: 0.003483 || Task Loss: 0.2572 || KD Loss: 0.0374|| 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, 11:48:58 || Estimated Time: 10:00:48
2023-07-26 22:35:30,653 semantic_segmentation INFO: Iters: 128500/150000 || Lr: 0.003481 || Task Loss: 0.3221 || KD Loss: 0.0368|| 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, 11:49:15 || Estimated Time: 10:00:32
2023-07-26 22:35:47,053 semantic_segmentation INFO: Iters: 128510/150000 || Lr: 0.003480 || Task Loss: 0.3204 || KD Loss: 0.0531|| 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, 11:49:31 || Estimated Time: 10:00:15
2023-07-26 22:36:03,604 semantic_segmentation INFO: Iters: 128520/150000 || Lr: 0.003479 || Task Loss: 0.3268 || KD Loss: 0.0538|| 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, 11:49:48 || Estimated Time: 9:59:58
2023-07-26 22:36:19,996 semantic_segmentation INFO: Iters: 128530/150000 || Lr: 0.003477 || Task Loss: 0.3847 || KD Loss: 0.0357|| 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, 11:50:04 || Estimated Time: 9:59:41
2023-07-26 22:36:36,412 semantic_segmentation INFO: Iters: 128540/150000 || Lr: 0.003476 || Task Loss: 0.2781 || KD Loss: 0.0417|| 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, 11:50:20 || Estimated Time: 9:59:24
2023-07-26 22:36:52,901 semantic_segmentation INFO: Iters: 128550/150000 || Lr: 0.003474 || Task Loss: 0.2297 || KD Loss: 0.0255|| 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, 11:50:37 || Estimated Time: 9:59:08
2023-07-26 22:37:09,394 semantic_segmentation INFO: Iters: 128560/150000 || Lr: 0.003473 || Task Loss: 0.1709 || KD Loss: 0.0351|| 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, 11:50:53 || Estimated Time: 9:58:51
2023-07-26 22:37:25,761 semantic_segmentation INFO: Iters: 128570/150000 || Lr: 0.003471 || Task Loss: 0.1938 || KD Loss: 0.0214|| 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, 11:51:10 || Estimated Time: 9:58:34
2023-07-26 22:37:42,128 semantic_segmentation INFO: Iters: 128580/150000 || Lr: 0.003470 || Task Loss: 0.3130 || KD Loss: 0.0473|| 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, 11:51:26 || Estimated Time: 9:58:17
2023-07-26 22:37:58,546 semantic_segmentation INFO: Iters: 128590/150000 || Lr: 0.003468 || Task Loss: 0.2658 || KD Loss: 0.0469|| 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, 11:51:43 || Estimated Time: 9:58:00
2023-07-26 22:38:15,105 semantic_segmentation INFO: Iters: 128600/150000 || Lr: 0.003467 || Task Loss: 0.3245 || KD Loss: 0.0286|| 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, 11:51:59 || Estimated Time: 9:57:43
2023-07-26 22:38:31,488 semantic_segmentation INFO: Iters: 128610/150000 || Lr: 0.003465 || Task Loss: 0.3225 || KD Loss: 0.0537|| 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, 11:52:15 || Estimated Time: 9:57:27
2023-07-26 22:38:47,960 semantic_segmentation INFO: Iters: 128620/150000 || Lr: 0.003464 || Task Loss: 0.2471 || KD Loss: 0.0345|| 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, 11:52:32 || Estimated Time: 9:57:10
2023-07-26 22:39:04,449 semantic_segmentation INFO: Iters: 128630/150000 || Lr: 0.003463 || Task Loss: 0.2460 || KD Loss: 0.0357|| 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, 11:52:48 || Estimated Time: 9:56:53
2023-07-26 22:39:20,864 semantic_segmentation INFO: Iters: 128640/150000 || Lr: 0.003461 || Task Loss: 0.2872 || KD Loss: 0.0496|| 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, 11:53:05 || Estimated Time: 9:56:36
2023-07-26 22:39:37,232 semantic_segmentation INFO: Iters: 128650/150000 || Lr: 0.003460 || Task Loss: 0.2404 || KD Loss: 0.0500|| 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, 11:53:21 || Estimated Time: 9:56:19
2023-07-26 22:39:53,685 semantic_segmentation INFO: Iters: 128660/150000 || Lr: 0.003458 || Task Loss: 0.2368 || KD Loss: 0.0437|| 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, 11:53:38 || Estimated Time: 9:56:03
2023-07-26 22:40:10,211 semantic_segmentation INFO: Iters: 128670/150000 || Lr: 0.003457 || Task Loss: 0.2186 || KD Loss: 0.0263|| 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, 11:53:54 || Estimated Time: 9:55:46
2023-07-26 22:40:26,731 semantic_segmentation INFO: Iters: 128680/150000 || Lr: 0.003455 || Task Loss: 0.3017 || KD Loss: 0.0396|| 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, 11:54:11 || Estimated Time: 9:55:29
2023-07-26 22:40:43,188 semantic_segmentation INFO: Iters: 128690/150000 || Lr: 0.003454 || Task Loss: 0.3032 || KD Loss: 0.0300|| 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, 11:54:27 || Estimated Time: 9:55:12
2023-07-26 22:40:59,551 semantic_segmentation INFO: Iters: 128700/150000 || Lr: 0.003452 || Task Loss: 0.2041 || KD Loss: 0.0446|| 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, 11:54:44 || Estimated Time: 9:54:55
2023-07-26 22:41:16,115 semantic_segmentation INFO: Iters: 128710/150000 || Lr: 0.003451 || Task Loss: 0.4157 || KD Loss: 0.1580|| 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, 11:55:00 || Estimated Time: 9:54:39
2023-07-26 22:41:32,665 semantic_segmentation INFO: Iters: 128720/150000 || Lr: 0.003449 || Task Loss: 0.3783 || KD Loss: 0.0565|| 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, 11:55:17 || Estimated Time: 9:54:22
2023-07-26 22:41:49,147 semantic_segmentation INFO: Iters: 128730/150000 || Lr: 0.003448 || Task Loss: 0.3033 || KD Loss: 0.0347|| 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, 11:55:33 || Estimated Time: 9:54:05
2023-07-26 22:42:05,713 semantic_segmentation INFO: Iters: 128740/150000 || Lr: 0.003446 || Task Loss: 0.1838 || KD Loss: 0.0470|| 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, 11:55:50 || Estimated Time: 9:53:48
2023-07-26 22:42:22,103 semantic_segmentation INFO: Iters: 128750/150000 || Lr: 0.003445 || Task Loss: 0.3090 || KD Loss: 0.0541|| 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, 11:56:06 || Estimated Time: 9:53:31
2023-07-26 22:42:38,535 semantic_segmentation INFO: Iters: 128760/150000 || Lr: 0.003444 || Task Loss: 0.1988 || KD Loss: 0.0198|| 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, 11:56:23 || Estimated Time: 9:53:15
2023-07-26 22:42:55,077 semantic_segmentation INFO: Iters: 128770/150000 || Lr: 0.003442 || Task Loss: 0.2519 || KD Loss: 0.0252|| 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, 11:56:39 || Estimated Time: 9:52:58
2023-07-26 22:43:11,535 semantic_segmentation INFO: Iters: 128780/150000 || Lr: 0.003441 || Task Loss: 0.2007 || KD Loss: 0.0259|| 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, 11:56:56 || Estimated Time: 9:52:41
2023-07-26 22:43:28,056 semantic_segmentation INFO: Iters: 128790/150000 || Lr: 0.003439 || Task Loss: 0.3947 || KD Loss: 0.0333|| 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, 11:57:12 || Estimated Time: 9:52:24
2023-07-26 22:43:44,438 semantic_segmentation INFO: Iters: 128800/150000 || Lr: 0.003438 || Task Loss: 0.2500 || KD Loss: 0.0424|| 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, 11:57:28 || Estimated Time: 9:52:07
2023-07-26 22:43:44,551 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 22:43:44,999 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-26 22:43:45,014 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-26 22:43:45,026 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.167
2023-07-26 22:43:45,040 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.167
2023-07-26 22:43:45,053 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.241
2023-07-26 22:43:45,064 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.285
2023-07-26 22:43:45,078 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.330
2023-07-26 22:43:45,092 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.335
2023-07-26 22:43:45,104 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.373
2023-07-26 22:43:45,117 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.419
2023-07-26 22:43:45,131 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.463
2023-07-26 22:43:45,146 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-26 22:43:45,159 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.500
2023-07-26 22:43:45,172 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.484
2023-07-26 22:43:45,186 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.480
2023-07-26 22:43:45,198 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.476
2023-07-26 22:43:45,209 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.465
2023-07-26 22:43:45,221 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.465
2023-07-26 22:43:45,234 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.464
2023-07-26 22:43:45,249 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.520
2023-07-26 22:43:45,263 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.522
2023-07-26 22:43:45,277 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.530
2023-07-26 22:43:45,291 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.563
2023-07-26 22:43:45,306 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.565
2023-07-26 22:43:45,321 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.565
2023-07-26 22:43:45,334 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.574
2023-07-26 22:43:45,348 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.577
2023-07-26 22:43:45,358 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.579
2023-07-26 22:43:45,373 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.567
2023-07-26 22:43:45,386 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.568
2023-07-26 22:43:45,400 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.568
2023-07-26 22:43:45,415 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.567
2023-07-26 22:43:45,429 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.575
2023-07-26 22:43:45,442 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.572
2023-07-26 22:43:45,456 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.617
2023-07-26 22:43:45,470 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.617
2023-07-26 22:43:45,483 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.617
2023-07-26 22:43:45,495 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.662
2023-07-26 22:43:45,510 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.664
2023-07-26 22:43:45,522 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.663
2023-07-26 22:43:45,535 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.684
2023-07-26 22:43:45,548 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.683
2023-07-26 22:43:45,562 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.681
2023-07-26 22:43:45,575 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.681
2023-07-26 22:43:45,589 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.692
2023-07-26 22:43:45,603 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.695
2023-07-26 22:43:45,616 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.696
2023-07-26 22:43:45,627 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.696
2023-07-26 22:43:45,641 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-26 22:43:45,656 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.693
2023-07-26 22:43:45,671 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-26 22:43:45,685 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-26 22:43:45,698 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-26 22:43:45,712 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-26 22:43:45,727 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.697
2023-07-26 22:43:45,739 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-26 22:43:45,754 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-26 22:43:45,770 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-26 22:43:45,783 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-26 22:43:45,798 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-26 22:43:45,811 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-26 22:43:45,825 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-26 22:43:45,838 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-26 22:43:45,855 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-26 22:43:45,868 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-26 22:43:45,883 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-26 22:43:45,898 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-26 22:43:45,911 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.769
2023-07-26 22:43:45,925 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.769
2023-07-26 22:43:45,940 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-26 22:43:45,955 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-26 22:43:45,968 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-26 22:43:45,983 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-26 22:43:45,999 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-26 22:43:46,014 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 22:43:46,030 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 22:43:46,044 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-26 22:43:46,054 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.775
2023-07-26 22:43:46,069 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.778
2023-07-26 22:43:46,085 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.778
2023-07-26 22:43:46,098 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-26 22:43:46,113 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.780
2023-07-26 22:43:46,129 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.776
2023-07-26 22:43:46,148 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,164 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,179 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.772
2023-07-26 22:43:46,193 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.770
2023-07-26 22:43:46,208 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.770
2023-07-26 22:43:46,222 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.772
2023-07-26 22:43:46,236 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.772
2023-07-26 22:43:46,252 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 22:43:46,268 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,283 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.771
2023-07-26 22:43:46,298 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.775
2023-07-26 22:43:46,312 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.770
2023-07-26 22:43:46,327 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 22:43:46,340 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 22:43:46,353 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,369 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 22:43:46,382 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 22:43:46,398 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 22:43:46,412 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 22:43:46,426 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-26 22:43:46,444 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 22:43:46,459 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.768
2023-07-26 22:43:46,472 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,486 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.770
2023-07-26 22:43:46,502 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 22:43:46,516 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.769
2023-07-26 22:43:46,529 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 22:43:46,541 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 22:43:46,554 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.769
2023-07-26 22:43:46,569 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 22:43:46,584 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.768
2023-07-26 22:43:46,599 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-26 22:43:46,612 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-26 22:43:46,624 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-26 22:43:46,639 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-26 22:43:46,652 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-26 22:43:46,666 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-26 22:43:46,681 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-26 22:43:46,694 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-26 22:43:46,707 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 22:43:46,722 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 22:43:46,736 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-26 22:43:46,745 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 22:43:46,756 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-26 22:43:46,771 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-26 22:43:46,780 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.738
2023-07-26 22:43:46,793 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 22:43:46,808 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-26 22:43:46,822 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-26 22:43:46,835 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-26 22:43:46,851 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-26 22:43:46,863 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-26 22:43:46,876 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-26 22:43:46,891 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 22:43:46,904 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-26 22:43:46,919 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-26 22:43:46,932 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.738
2023-07-26 22:43:46,947 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.739
2023-07-26 22:43:46,962 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-26 22:43:46,976 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-26 22:43:46,992 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-26 22:43:47,007 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-26 22:43:47,021 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-26 22:43:47,036 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 22:43:47,050 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 22:43:47,060 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-26 22:43:47,075 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 22:43:47,089 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 22:43:47,102 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 22:43:47,116 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-26 22:43:47,129 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 22:43:47,142 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 22:43:47,159 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 22:43:47,175 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 22:43:47,190 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 22:43:47,205 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 22:43:47,219 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 22:43:47,234 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 22:43:47,249 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 22:43:47,261 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 22:43:47,276 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 22:43:47,288 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 22:43:47,301 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:47,313 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:47,327 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:47,342 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:47,357 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:43:47,372 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:43:47,386 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 22:43:47,400 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 22:43:47,415 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 22:43:47,431 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:43:47,447 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:43:47,460 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 22:43:47,473 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-26 22:43:47,488 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:43:47,502 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.733
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2023-07-26 22:43:50,251 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.935, mIoU: 0.721
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2023-07-26 22:43:50,283 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 22:43:50,431 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 22:43:50,502 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 22:43:50,540 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.936, mIoU: 0.722
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2023-07-26 22:43:50,635 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 22:43:50,665 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.937, mIoU: 0.723
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2023-07-26 22:43:50,694 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 22:43:50,707 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-26 22:43:50,722 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-26 22:43:50,736 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 22:43:50,764 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-26 22:43:50,778 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.720
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2023-07-26 22:43:50,874 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.937, mIoU: 0.722
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2023-07-26 22:43:50,931 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 22:43:50,944 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-26 22:43:50,960 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.720
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2023-07-26 22:43:51,001 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.722
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2023-07-26 22:43:51,101 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 22:43:51,116 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.724
2023-07-26 22:43:51,130 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.725
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2023-07-26 22:43:51,160 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.726
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2023-07-26 22:43:51,204 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.936, mIoU: 0.727
2023-07-26 22:43:51,219 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.726
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2023-07-26 22:43:51,473 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.726
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2023-07-26 22:43:51,645 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 22:43:51,660 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.728
2023-07-26 22:43:51,674 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 22:43:51,687 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.729
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2023-07-26 22:43:51,713 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 22:43:51,728 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 22:43:51,742 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 22:43:51,756 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 22:43:51,771 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 22:43:51,786 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.731
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2023-07-26 22:43:51,823 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-26 22:43:51,837 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-26 22:43:51,929 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-26 22:43:52,001 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 22:43:52,043 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:43:52,058 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-26 22:43:52,104 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-26 22:43:52,144 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 22:43:52,159 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 22:43:52,172 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-26 22:43:52,231 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.726
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2023-07-26 22:43:52,274 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 22:43:52,289 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-26 22:43:52,304 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-26 22:43:52,362 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-26 22:43:52,375 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-26 22:43:52,390 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-26 22:43:52,402 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 22:43:52,417 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 22:43:52,430 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-26 22:43:52,442 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.733
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2023-07-26 22:43:52,469 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.734
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2023-07-26 22:43:52,905 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-26 22:43:52,962 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-26 22:43:53,001 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,013 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,027 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,040 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,054 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,068 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,082 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,095 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,107 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,119 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,134 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,149 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,164 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,178 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,193 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,205 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,220 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,236 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,249 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,264 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,280 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,295 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,309 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,324 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,335 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,350 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 22:43:53,364 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,378 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 22:43:53,393 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 22:43:53,407 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 22:43:53,419 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 22:43:53,433 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:43:53,447 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:43:53,462 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:43:53,475 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-26 22:43:53,489 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 22:43:53,503 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 22:43:53,518 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 22:43:53,532 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-26 22:43:53,547 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,562 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,576 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,591 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,605 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,617 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 22:43:53,632 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:43:53,647 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,661 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,674 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,689 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,702 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:53,716 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:53,731 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:53,746 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,761 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,776 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:53,791 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:53,805 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:53,818 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:43:53,832 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:53,847 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:53,865 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:53,879 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:43:53,894 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 22:43:53,904 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 22:43:53,917 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:53,932 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:53,944 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,959 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,972 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,984 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:53,999 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:54,015 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:54,029 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,045 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,057 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,071 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,084 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,098 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,112 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:54,127 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,142 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,156 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,171 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,183 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,198 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,212 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:54,225 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:54,238 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:54,252 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:54,268 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,283 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,296 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,310 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,325 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:43:54,340 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:43:54,353 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 22:43:54,365 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,373 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,388 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,403 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,418 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 22:43:54,434 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 22:43:54,449 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,464 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,479 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,495 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,507 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,522 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,536 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,551 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,565 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,577 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,590 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,603 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:54,616 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:43:54,629 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:43:54,642 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 22:43:54,654 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 22:43:54,668 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,683 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,694 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,708 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,720 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,731 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 22:43:54,746 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,761 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,777 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,792 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,806 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,821 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,834 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,849 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:54,864 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,881 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,896 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,911 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 22:43:54,927 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:43:54,940 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:43:54,952 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 22:43:54,965 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,979 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:54,995 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,007 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,020 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,034 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,048 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,062 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,076 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,090 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,103 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 22:43:55,117 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,129 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,143 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,158 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,172 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,188 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,201 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,217 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,233 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,245 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,259 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,276 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:55,293 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,308 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,323 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,335 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,348 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,361 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,373 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,387 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 22:43:55,403 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,416 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,430 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,442 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,456 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,470 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,483 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,495 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,509 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,523 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:55,535 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:55,549 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,564 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,578 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:55,591 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,606 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,621 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,638 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,651 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,665 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,678 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,694 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,707 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,720 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,735 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:55,750 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,762 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,778 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:55,793 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:55,808 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:55,823 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:55,836 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,847 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,861 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,874 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,886 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,898 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,913 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,926 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 22:43:55,938 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,952 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,966 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,981 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:55,996 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:56,008 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:56,021 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:56,036 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:56,050 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:56,065 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:56,079 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:56,092 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:56,104 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,116 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,131 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,146 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,160 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,174 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,186 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,199 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,214 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,229 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,243 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,258 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,277 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,294 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,308 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,323 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,336 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,351 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,366 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:43:56,379 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,394 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,408 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,422 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,436 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,450 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,464 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,478 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,491 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,505 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,519 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,532 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,544 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,556 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,571 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,584 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,600 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,615 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,626 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,639 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,655 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,669 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,681 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,696 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,710 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,723 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:43:56,736 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,751 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,764 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,778 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,789 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,805 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:56,820 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:56,834 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 22:43:56,847 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 22:43:56,861 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,875 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,890 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:56,904 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,917 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,931 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,944 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,958 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,972 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:56,984 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:56,999 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,012 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,027 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,042 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,057 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,071 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,086 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,100 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,114 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,130 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,144 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,159 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,174 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,184 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,197 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,210 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,224 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,239 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,253 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,266 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,281 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,296 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,311 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,327 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,342 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,354 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,369 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,383 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 22:43:57,397 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:43:57,409 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,424 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,438 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,452 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,465 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 22:43:57,479 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,493 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,506 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,519 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,533 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,546 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,559 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,572 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,586 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,600 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,615 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,630 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,646 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,661 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,675 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,689 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,704 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,717 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,730 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,744 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:57,759 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,774 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,790 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,802 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,815 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,831 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,845 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,858 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,873 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,886 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:57,902 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:57,916 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:57,932 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:57,947 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 22:43:57,962 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:57,971 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:57,987 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,003 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,016 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,030 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,044 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,059 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,072 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,086 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,101 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,116 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:58,131 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,145 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,161 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,176 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,189 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,203 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,218 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,231 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,244 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,259 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,275 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,290 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,298 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,311 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,326 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,338 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,349 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,364 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,378 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,393 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,404 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,417 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,431 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,442 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,457 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,469 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,484 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,498 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,513 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,527 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,538 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,551 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,565 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,579 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,594 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,608 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,620 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,631 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,642 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,654 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,666 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,681 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,693 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,708 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,723 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,738 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,752 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:58,767 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,782 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,797 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,813 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,827 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,840 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,855 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,869 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:58,882 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,894 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,909 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:58,921 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,936 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,948 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,962 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,977 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:58,993 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,008 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,021 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,035 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,049 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,064 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,078 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,091 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,103 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,118 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,133 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,147 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 22:43:59,162 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:43:59,177 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:43:59,191 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 22:43:59,206 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,220 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,233 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,247 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:59,257 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 22:43:59,270 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,285 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,297 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,312 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,327 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 22:43:59,342 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,357 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,372 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,387 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,401 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,413 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,428 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,440 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,455 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,469 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,481 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,496 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,508 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,523 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,538 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,553 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,567 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,582 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,594 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,606 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,621 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,634 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,648 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,663 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,678 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,693 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-26 22:43:59,706 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,719 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,734 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,750 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,765 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,778 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,791 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,806 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,821 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,836 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,850 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,865 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,879 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:43:59,893 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,908 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,923 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,937 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,951 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,966 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,978 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:43:59,993 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:44:00,008 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:44:00,023 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:44:00,035 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 22:44:00,049 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:44:00,063 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:44:00,079 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:44:00,092 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-26 22:44:00,108 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,123 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,137 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:44:00,152 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,166 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,181 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,194 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,209 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,224 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,237 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,252 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:44:00,264 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 22:44:00,273 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,288 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,303 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,315 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-26 22:44:00,333 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,349 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,362 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,375 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,389 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,403 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,418 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,434 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,447 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,464 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,478 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,491 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,506 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,521 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 22:44:00,561 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 22:44:00,690 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,705 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,720 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 22:44:00,761 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,776 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,790 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,804 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,817 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,832 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,844 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,856 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-26 22:44:00,882 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,897 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:00,912 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 22:44:00,936 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,949 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,965 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,980 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:00,993 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,008 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,024 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,039 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,052 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,066 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,081 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,093 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,108 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,120 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,132 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,147 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,161 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,175 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,189 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,202 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,216 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,230 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,242 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,256 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,270 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,285 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,300 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,312 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,324 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,339 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,355 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,370 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,383 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,398 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,415 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,429 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,439 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,454 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,470 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,485 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-26 22:44:01,499 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,512 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,526 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,540 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-26 22:44:01,552 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,566 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:01,581 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:01,595 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,610 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-26 22:44:01,624 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,638 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,652 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,666 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,678 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,691 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,707 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,723 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,736 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,751 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,763 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,779 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,795 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,810 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,822 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,838 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,854 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,870 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,881 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,896 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,910 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,921 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:01,934 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:01,949 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:01,963 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,975 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:01,987 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:02,001 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:02,014 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:02,027 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 22:44:02,039 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,054 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,066 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,078 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,092 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,106 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,119 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 22:44:02,133 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,149 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,162 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,176 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,190 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,205 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,219 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,231 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,244 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,259 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,274 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,289 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,302 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,314 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,329 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,344 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,357 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,370 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,385 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,401 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,416 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,430 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,445 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,460 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,473 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,487 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,502 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,515 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,530 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,544 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,558 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,572 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,586 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:02,600 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,614 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,627 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,641 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,655 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,669 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,683 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,697 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,711 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,723 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,736 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,751 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,767 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,780 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,796 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,811 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,826 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,840 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,855 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:02,870 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,884 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:02,897 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,910 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,922 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,935 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,948 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,962 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:02,977 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:02,989 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,002 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,017 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.735
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2023-07-26 22:44:03,041 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,056 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,071 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,085 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,099 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,112 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,126 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-26 22:44:03,141 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,154 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,169 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,184 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,199 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,212 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,227 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 22:44:03,255 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,270 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,283 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,298 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,312 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-26 22:44:03,341 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,354 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,368 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 22:44:03,428 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,442 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,457 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,467 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,481 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-26 22:44:03,493 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,506 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 22:44:03,536 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,550 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-26 22:44:03,589 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,603 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,617 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,632 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 22:44:03,660 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,675 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,690 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,704 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,718 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,733 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,746 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,761 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,772 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,788 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,802 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,817 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,834 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,847 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,859 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 22:44:03,873 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 22:44:03,886 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,900 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,912 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,924 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,938 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,953 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,967 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:03,980 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:03,994 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,011 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,026 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,041 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,056 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,064 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,079 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,091 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,104 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,118 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,133 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,147 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,163 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,178 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,192 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,207 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,219 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,234 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,250 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,264 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,280 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,294 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,310 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,323 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,337 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,351 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,365 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,378 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,392 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,407 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,422 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,436 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-26 22:44:04,450 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,465 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,479 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,493 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,506 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,520 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,533 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,547 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,562 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,577 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,591 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,604 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,619 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,633 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,648 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,663 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,677 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,692 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,707 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,719 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,734 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,746 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,761 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,775 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,791 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-26 22:44:04,806 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,820 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,834 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,844 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,859 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,872 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,886 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,901 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,916 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,930 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,942 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,951 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,968 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,982 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:04,997 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,009 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,024 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,038 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,051 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,066 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,080 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,094 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,108 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,120 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,135 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,149 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,163 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,176 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,190 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,204 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-26 22:44:05,218 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:05,233 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:05,245 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:05,259 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:05,273 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:05,290 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-26 22:44:21,690 semantic_segmentation INFO: Iters: 128810/150000 || Lr: 0.003436 || Task Loss: 0.2407 || KD Loss: 0.0303|| 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, 11:58:06 || Estimated Time: 9:51:54
2023-07-26 22:44:38,100 semantic_segmentation INFO: Iters: 128820/150000 || Lr: 0.003435 || Task Loss: 0.2423 || KD Loss: 0.0385|| 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, 11:58:22 || Estimated Time: 9:51:37
2023-07-26 22:44:54,592 semantic_segmentation INFO: Iters: 128830/150000 || Lr: 0.003433 || Task Loss: 0.2074 || KD Loss: 0.0380|| 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, 11:58:39 || Estimated Time: 9:51:20
2023-07-26 22:45:11,071 semantic_segmentation INFO: Iters: 128840/150000 || Lr: 0.003432 || Task Loss: 0.2153 || KD Loss: 0.0367|| 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, 11:58:55 || Estimated Time: 9:51:04
2023-07-26 22:45:27,631 semantic_segmentation INFO: Iters: 128850/150000 || Lr: 0.003430 || Task Loss: 0.2492 || KD Loss: 0.0504|| 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, 11:59:12 || Estimated Time: 9:50:47
2023-07-26 22:45:44,046 semantic_segmentation INFO: Iters: 128860/150000 || Lr: 0.003429 || Task Loss: 0.2016 || KD Loss: 0.0309|| 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, 11:59:28 || Estimated Time: 9:50:30
2023-07-26 22:46:00,563 semantic_segmentation INFO: Iters: 128870/150000 || Lr: 0.003427 || Task Loss: 0.3061 || KD Loss: 0.0392|| 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, 11:59:45 || Estimated Time: 9:50:13
2023-07-26 22:46:17,013 semantic_segmentation INFO: Iters: 128880/150000 || Lr: 0.003426 || Task Loss: 0.2313 || KD Loss: 0.0406|| 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, 12:00:01 || Estimated Time: 9:49:56
2023-07-26 22:46:33,563 semantic_segmentation INFO: Iters: 128890/150000 || Lr: 0.003425 || Task Loss: 0.3051 || KD Loss: 0.0467|| 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, 12:00:18 || Estimated Time: 9:49:40
2023-07-26 22:46:49,991 semantic_segmentation INFO: Iters: 128900/150000 || Lr: 0.003423 || Task Loss: 0.1954 || KD Loss: 0.0293|| 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, 12:00:34 || Estimated Time: 9:49:23
2023-07-26 22:47:06,591 semantic_segmentation INFO: Iters: 128910/150000 || Lr: 0.003422 || Task Loss: 0.2764 || KD Loss: 0.0524|| 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, 12:00:51 || Estimated Time: 9:49:06
2023-07-26 22:47:23,062 semantic_segmentation INFO: Iters: 128920/150000 || Lr: 0.003420 || Task Loss: 0.2632 || KD Loss: 0.0620|| 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, 12:01:07 || Estimated Time: 9:48:49
2023-07-26 22:47:39,526 semantic_segmentation INFO: Iters: 128930/150000 || Lr: 0.003419 || Task Loss: 0.1916 || KD Loss: 0.0371|| 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, 12:01:24 || Estimated Time: 9:48:32
2023-07-26 22:47:55,997 semantic_segmentation INFO: Iters: 128940/150000 || Lr: 0.003417 || Task Loss: 0.4326 || KD Loss: 0.0577|| 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, 12:01:40 || Estimated Time: 9:48:15
2023-07-26 22:48:12,529 semantic_segmentation INFO: Iters: 128950/150000 || Lr: 0.003416 || Task Loss: 0.2528 || KD Loss: 0.0333|| 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, 12:01:57 || Estimated Time: 9:47:59
2023-07-26 22:48:28,992 semantic_segmentation INFO: Iters: 128960/150000 || Lr: 0.003414 || Task Loss: 0.3665 || KD Loss: 0.0509|| 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, 12:02:13 || Estimated Time: 9:47:42
2023-07-26 22:48:45,489 semantic_segmentation INFO: Iters: 128970/150000 || Lr: 0.003413 || Task Loss: 0.2007 || KD Loss: 0.0199|| 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, 12:02:29 || Estimated Time: 9:47:25
2023-07-26 22:49:02,062 semantic_segmentation INFO: Iters: 128980/150000 || Lr: 0.003411 || Task Loss: 0.3232 || KD Loss: 0.0687|| 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, 12:02:46 || Estimated Time: 9:47:08
2023-07-26 22:49:18,475 semantic_segmentation INFO: Iters: 128990/150000 || Lr: 0.003410 || Task Loss: 0.2244 || KD Loss: 0.0192|| 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, 12:03:02 || Estimated Time: 9:46:51
2023-07-26 22:49:35,018 semantic_segmentation INFO: Iters: 129000/150000 || Lr: 0.003409 || Task Loss: 0.1948 || KD Loss: 0.0268|| 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, 12:03:19 || Estimated Time: 9:46:35
2023-07-26 22:49:51,541 semantic_segmentation INFO: Iters: 129010/150000 || Lr: 0.003407 || Task Loss: 0.2393 || KD Loss: 0.0335|| 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, 12:03:36 || Estimated Time: 9:46:18
2023-07-26 22:50:08,024 semantic_segmentation INFO: Iters: 129020/150000 || Lr: 0.003406 || Task Loss: 0.2630 || KD Loss: 0.0347|| 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, 12:03:52 || Estimated Time: 9:46:01
2023-07-26 22:50:24,555 semantic_segmentation INFO: Iters: 129030/150000 || Lr: 0.003404 || Task Loss: 0.1497 || KD Loss: 0.0226|| 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, 12:04:09 || Estimated Time: 9:45:44
2023-07-26 22:50:41,068 semantic_segmentation INFO: Iters: 129040/150000 || Lr: 0.003403 || Task Loss: 0.3527 || KD Loss: 0.0409|| 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, 12:04:25 || Estimated Time: 9:45:27
2023-07-26 22:50:57,585 semantic_segmentation INFO: Iters: 129050/150000 || Lr: 0.003401 || Task Loss: 0.3009 || KD Loss: 0.0736|| 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, 12:04:42 || Estimated Time: 9:45:11
2023-07-26 22:51:13,976 semantic_segmentation INFO: Iters: 129060/150000 || Lr: 0.003400 || Task Loss: 0.2362 || KD Loss: 0.0461|| 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, 12:04:58 || Estimated Time: 9:44:54
2023-07-26 22:51:30,426 semantic_segmentation INFO: Iters: 129070/150000 || Lr: 0.003398 || Task Loss: 0.2524 || KD Loss: 0.0482|| 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, 12:05:14 || Estimated Time: 9:44:37
2023-07-26 22:51:46,952 semantic_segmentation INFO: Iters: 129080/150000 || Lr: 0.003397 || Task Loss: 0.3332 || KD Loss: 0.0472|| 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, 12:05:31 || Estimated Time: 9:44:20
2023-07-26 22:52:03,444 semantic_segmentation INFO: Iters: 129090/150000 || Lr: 0.003395 || Task Loss: 0.2414 || KD Loss: 0.0283|| 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, 12:05:47 || Estimated Time: 9:44:03
2023-07-26 22:52:19,923 semantic_segmentation INFO: Iters: 129100/150000 || Lr: 0.003394 || Task Loss: 0.2691 || KD Loss: 0.0656|| 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, 12:06:04 || Estimated Time: 9:43:47
2023-07-26 22:52:37,978 semantic_segmentation INFO: Iters: 129110/150000 || Lr: 0.003392 || Task Loss: 0.3517 || KD Loss: 0.0323|| 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, 12:06:22 || Estimated Time: 9:43:30
2023-07-26 22:52:56,679 semantic_segmentation INFO: Iters: 129120/150000 || Lr: 0.003391 || Task Loss: 0.2290 || KD Loss: 0.0382|| 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, 12:06:41 || Estimated Time: 9:43:14
2023-07-26 22:53:13,104 semantic_segmentation INFO: Iters: 129130/150000 || Lr: 0.003390 || Task Loss: 0.2805 || KD Loss: 0.0337|| 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, 12:06:57 || Estimated Time: 9:42:57
2023-07-26 22:53:29,548 semantic_segmentation INFO: Iters: 129140/150000 || Lr: 0.003388 || Task Loss: 0.2677 || KD Loss: 0.0687|| 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, 12:07:14 || Estimated Time: 9:42:40
2023-07-26 22:53:46,116 semantic_segmentation INFO: Iters: 129150/150000 || Lr: 0.003387 || Task Loss: 0.2751 || KD Loss: 0.0341|| 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, 12:07:30 || Estimated Time: 9:42:23
2023-07-26 22:54:02,629 semantic_segmentation INFO: Iters: 129160/150000 || Lr: 0.003385 || Task Loss: 0.2378 || KD Loss: 0.0355|| 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, 12:07:47 || Estimated Time: 9:42:06
2023-07-26 22:54:19,081 semantic_segmentation INFO: Iters: 129170/150000 || Lr: 0.003384 || Task Loss: 0.3439 || KD Loss: 0.0526|| 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, 12:08:03 || Estimated Time: 9:41:50
2023-07-26 22:54:35,686 semantic_segmentation INFO: Iters: 129180/150000 || Lr: 0.003382 || Task Loss: 0.2549 || KD Loss: 0.0312|| 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, 12:08:20 || Estimated Time: 9:41:33
2023-07-26 22:54:52,123 semantic_segmentation INFO: Iters: 129190/150000 || Lr: 0.003381 || Task Loss: 0.3682 || KD Loss: 0.0312|| 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, 12:08:36 || Estimated Time: 9:41:16
2023-07-26 22:55:08,641 semantic_segmentation INFO: Iters: 129200/150000 || Lr: 0.003379 || Task Loss: 0.3330 || KD Loss: 0.0279|| 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, 12:08:53 || Estimated Time: 9:40:59
2023-07-26 22:55:25,086 semantic_segmentation INFO: Iters: 129210/150000 || Lr: 0.003378 || Task Loss: 0.3281 || KD Loss: 0.0553|| 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, 12:09:09 || Estimated Time: 9:40:42
2023-07-26 22:55:41,642 semantic_segmentation INFO: Iters: 129220/150000 || Lr: 0.003376 || Task Loss: 0.2967 || KD Loss: 0.0667|| 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, 12:09:26 || Estimated Time: 9:40:26
2023-07-26 22:55:58,204 semantic_segmentation INFO: Iters: 129230/150000 || Lr: 0.003375 || Task Loss: 0.2238 || KD Loss: 0.0452|| 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, 12:09:42 || Estimated Time: 9:40:09
2023-07-26 22:56:14,747 semantic_segmentation INFO: Iters: 129240/150000 || Lr: 0.003373 || Task Loss: 0.1588 || KD Loss: 0.0213|| 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, 12:09:59 || Estimated Time: 9:39:52
2023-07-26 22:56:31,182 semantic_segmentation INFO: Iters: 129250/150000 || Lr: 0.003372 || Task Loss: 0.3097 || KD Loss: 0.0439|| 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, 12:10:15 || Estimated Time: 9:39:35
2023-07-26 22:56:47,659 semantic_segmentation INFO: Iters: 129260/150000 || Lr: 0.003371 || Task Loss: 0.2480 || KD Loss: 0.0355|| 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, 12:10:32 || Estimated Time: 9:39:18
2023-07-26 22:57:04,223 semantic_segmentation INFO: Iters: 129270/150000 || Lr: 0.003369 || Task Loss: 0.1863 || KD Loss: 0.0282|| 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, 12:10:48 || Estimated Time: 9:39:02
2023-07-26 22:57:20,749 semantic_segmentation INFO: Iters: 129280/150000 || Lr: 0.003368 || Task Loss: 0.3640 || KD Loss: 0.0413|| 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, 12:11:05 || Estimated Time: 9:38:45
2023-07-26 22:57:37,283 semantic_segmentation INFO: Iters: 129290/150000 || Lr: 0.003366 || Task Loss: 0.2271 || KD Loss: 0.0339|| 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, 12:11:21 || Estimated Time: 9:38:28
2023-07-26 22:57:53,769 semantic_segmentation INFO: Iters: 129300/150000 || Lr: 0.003365 || Task Loss: 0.2175 || KD Loss: 0.0248|| 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, 12:11:38 || Estimated Time: 9:38:11
2023-07-26 22:58:10,323 semantic_segmentation INFO: Iters: 129310/150000 || Lr: 0.003363 || Task Loss: 0.3238 || KD Loss: 0.0478|| 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, 12:11:54 || Estimated Time: 9:37:54
2023-07-26 22:58:27,111 semantic_segmentation INFO: Iters: 129320/150000 || Lr: 0.003362 || Task Loss: 0.2260 || KD Loss: 0.0396|| 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, 12:12:11 || Estimated Time: 9:37:38
2023-07-26 22:58:43,618 semantic_segmentation INFO: Iters: 129330/150000 || Lr: 0.003360 || Task Loss: 0.2852 || KD Loss: 0.0263|| 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, 12:12:28 || Estimated Time: 9:37:21
2023-07-26 22:59:00,084 semantic_segmentation INFO: Iters: 129340/150000 || Lr: 0.003359 || Task Loss: 0.2460 || KD Loss: 0.0380|| 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, 12:12:44 || Estimated Time: 9:37:04
2023-07-26 22:59:16,555 semantic_segmentation INFO: Iters: 129350/150000 || Lr: 0.003357 || Task Loss: 0.1941 || KD Loss: 0.0269|| 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, 12:13:01 || Estimated Time: 9:36:47
2023-07-26 22:59:33,225 semantic_segmentation INFO: Iters: 129360/150000 || Lr: 0.003356 || Task Loss: 0.4682 || KD Loss: 0.0622|| 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, 12:13:17 || Estimated Time: 9:36:31
2023-07-26 22:59:49,762 semantic_segmentation INFO: Iters: 129370/150000 || Lr: 0.003354 || Task Loss: 0.2552 || KD Loss: 0.0323|| 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, 12:13:34 || Estimated Time: 9:36:14
2023-07-26 23:00:06,299 semantic_segmentation INFO: Iters: 129380/150000 || Lr: 0.003353 || Task Loss: 0.3534 || KD Loss: 0.0481|| 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: 2 days, 12:13:50 || Estimated Time: 9:35:57
2023-07-26 23:00:22,811 semantic_segmentation INFO: Iters: 129390/150000 || Lr: 0.003351 || Task Loss: 0.2980 || KD Loss: 0.1224|| 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, 12:14:07 || Estimated Time: 9:35:40
2023-07-26 23:00:39,394 semantic_segmentation INFO: Iters: 129400/150000 || Lr: 0.003350 || Task Loss: 0.2910 || KD Loss: 0.0430|| 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, 12:14:23 || Estimated Time: 9:35:23
2023-07-26 23:00:55,974 semantic_segmentation INFO: Iters: 129410/150000 || Lr: 0.003349 || Task Loss: 0.2693 || KD Loss: 0.0497|| 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, 12:14:40 || Estimated Time: 9:35:07
2023-07-26 23:01:12,436 semantic_segmentation INFO: Iters: 129420/150000 || Lr: 0.003347 || Task Loss: 0.1897 || KD Loss: 0.0247|| 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, 12:14:56 || Estimated Time: 9:34:50
2023-07-26 23:01:28,944 semantic_segmentation INFO: Iters: 129430/150000 || Lr: 0.003346 || Task Loss: 0.2047 || KD Loss: 0.0203|| 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, 12:15:13 || Estimated Time: 9:34:33
2023-07-26 23:01:45,549 semantic_segmentation INFO: Iters: 129440/150000 || Lr: 0.003344 || Task Loss: 0.2745 || KD Loss: 0.0235|| 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, 12:15:30 || Estimated Time: 9:34:16
2023-07-26 23:02:02,079 semantic_segmentation INFO: Iters: 129450/150000 || Lr: 0.003343 || Task Loss: 0.3387 || KD Loss: 0.0530|| 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, 12:15:46 || Estimated Time: 9:33:59
2023-07-26 23:02:18,659 semantic_segmentation INFO: Iters: 129460/150000 || Lr: 0.003341 || Task Loss: 0.2095 || KD Loss: 0.0213|| 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, 12:16:03 || Estimated Time: 9:33:43
2023-07-26 23:02:35,207 semantic_segmentation INFO: Iters: 129470/150000 || Lr: 0.003340 || Task Loss: 0.1343 || 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, 12:16:19 || Estimated Time: 9:33:26
2023-07-26 23:02:51,762 semantic_segmentation INFO: Iters: 129480/150000 || Lr: 0.003338 || Task Loss: 0.2319 || KD Loss: 0.0271|| 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, 12:16:36 || Estimated Time: 9:33:09
2023-07-26 23:03:08,300 semantic_segmentation INFO: Iters: 129490/150000 || Lr: 0.003337 || Task Loss: 0.2924 || KD Loss: 0.0333|| 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, 12:16:52 || Estimated Time: 9:32:52
2023-07-26 23:03:24,858 semantic_segmentation INFO: Iters: 129500/150000 || Lr: 0.003335 || Task Loss: 0.2986 || KD Loss: 0.0311|| 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, 12:17:09 || Estimated Time: 9:32:35
2023-07-26 23:03:41,448 semantic_segmentation INFO: Iters: 129510/150000 || Lr: 0.003334 || Task Loss: 0.4244 || KD Loss: 0.0881|| 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, 12:17:25 || Estimated Time: 9:32:19
2023-07-26 23:03:57,981 semantic_segmentation INFO: Iters: 129520/150000 || Lr: 0.003332 || Task Loss: 0.3279 || KD Loss: 0.0493|| 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, 12:17:42 || Estimated Time: 9:32:02
2023-07-26 23:04:14,513 semantic_segmentation INFO: Iters: 129530/150000 || Lr: 0.003331 || Task Loss: 0.2952 || KD Loss: 0.0487|| 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, 12:17:58 || Estimated Time: 9:31:45
2023-07-26 23:04:31,038 semantic_segmentation INFO: Iters: 129540/150000 || Lr: 0.003330 || Task Loss: 0.2867 || KD Loss: 0.0344|| 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, 12:18:15 || Estimated Time: 9:31:28
2023-07-26 23:04:47,602 semantic_segmentation INFO: Iters: 129550/150000 || Lr: 0.003328 || Task Loss: 0.2761 || KD Loss: 0.0392|| 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, 12:18:32 || Estimated Time: 9:31:11
2023-07-26 23:05:04,150 semantic_segmentation INFO: Iters: 129560/150000 || Lr: 0.003327 || Task Loss: 0.2329 || KD Loss: 0.0324|| 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, 12:18:48 || Estimated Time: 9:30:55
2023-07-26 23:05:20,590 semantic_segmentation INFO: Iters: 129570/150000 || Lr: 0.003325 || Task Loss: 0.3302 || KD Loss: 0.0574|| 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, 12:19:05 || Estimated Time: 9:30:38
2023-07-26 23:05:37,128 semantic_segmentation INFO: Iters: 129580/150000 || Lr: 0.003324 || Task Loss: 0.3135 || KD Loss: 0.0451|| 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, 12:19:21 || Estimated Time: 9:30:21
2023-07-26 23:05:53,671 semantic_segmentation INFO: Iters: 129590/150000 || Lr: 0.003322 || Task Loss: 0.2691 || KD Loss: 0.0320|| 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, 12:19:38 || Estimated Time: 9:30:04
2023-07-26 23:06:10,415 semantic_segmentation INFO: Iters: 129600/150000 || Lr: 0.003321 || Task Loss: 0.3067 || KD Loss: 0.0301|| 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, 12:19:54 || Estimated Time: 9:29:47
2023-07-26 23:06:10,528 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 23:06:10,993 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-26 23:06:11,015 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.135
2023-07-26 23:06:11,027 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.168
2023-07-26 23:06:11,041 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.168
2023-07-26 23:06:11,054 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.244
2023-07-26 23:06:11,067 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.284
2023-07-26 23:06:11,081 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.330
2023-07-26 23:06:11,096 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.334
2023-07-26 23:06:11,109 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.373
2023-07-26 23:06:11,123 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.419
2023-07-26 23:06:11,138 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.458
2023-07-26 23:06:11,153 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.505
2023-07-26 23:06:11,165 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.502
2023-07-26 23:06:11,179 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.485
2023-07-26 23:06:11,194 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-26 23:06:11,207 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.479
2023-07-26 23:06:11,218 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.468
2023-07-26 23:06:11,231 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.468
2023-07-26 23:06:11,246 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.467
2023-07-26 23:06:11,262 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.520
2023-07-26 23:06:11,277 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.523
2023-07-26 23:06:11,293 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.532
2023-07-26 23:06:11,308 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.563
2023-07-26 23:06:11,324 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.565
2023-07-26 23:06:11,340 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.562
2023-07-26 23:06:11,354 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.570
2023-07-26 23:06:11,369 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.575
2023-07-26 23:06:11,381 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.576
2023-07-26 23:06:11,396 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.565
2023-07-26 23:06:11,411 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.566
2023-07-26 23:06:11,425 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.566
2023-07-26 23:06:11,440 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.566
2023-07-26 23:06:11,454 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-26 23:06:11,469 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.572
2023-07-26 23:06:11,484 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.615
2023-07-26 23:06:11,498 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.616
2023-07-26 23:06:11,511 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.616
2023-07-26 23:06:11,523 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.661
2023-07-26 23:06:11,539 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.662
2023-07-26 23:06:11,551 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.660
2023-07-26 23:06:11,564 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.956, mIoU: 0.682
2023-07-26 23:06:11,578 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.957, mIoU: 0.682
2023-07-26 23:06:11,592 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-26 23:06:11,605 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.678
2023-07-26 23:06:11,619 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-26 23:06:11,634 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-26 23:06:11,647 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-26 23:06:11,660 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-26 23:06:11,674 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-26 23:06:11,690 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-26 23:06:11,706 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-26 23:06:11,721 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.693
2023-07-26 23:06:11,734 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.690
2023-07-26 23:06:11,750 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-26 23:06:11,765 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-26 23:06:11,778 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-26 23:06:11,793 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-26 23:06:11,810 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-26 23:06:11,823 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.958, mIoU: 0.694
2023-07-26 23:06:11,838 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-26 23:06:11,851 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.736
2023-07-26 23:06:11,866 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.734
2023-07-26 23:06:11,878 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.732
2023-07-26 23:06:11,897 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.956, mIoU: 0.736
2023-07-26 23:06:11,910 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.956, mIoU: 0.735
2023-07-26 23:06:11,924 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.956, mIoU: 0.734
2023-07-26 23:06:11,939 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.735
2023-07-26 23:06:11,951 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.957, mIoU: 0.780
2023-07-26 23:06:11,966 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.958, mIoU: 0.781
2023-07-26 23:06:11,981 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.776
2023-07-26 23:06:11,996 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.795
2023-07-26 23:06:12,009 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.957, mIoU: 0.795
2023-07-26 23:06:12,023 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.793
2023-07-26 23:06:12,038 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.793
2023-07-26 23:06:12,052 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.795
2023-07-26 23:06:12,067 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-26 23:06:12,081 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.790
2023-07-26 23:06:12,091 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-26 23:06:12,105 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-26 23:06:12,121 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-26 23:06:12,134 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.791
2023-07-26 23:06:12,149 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.791
2023-07-26 23:06:12,164 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-26 23:06:12,178 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 23:06:12,194 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-26 23:06:12,209 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-26 23:06:12,223 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:06:12,238 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-26 23:06:12,253 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.789
2023-07-26 23:06:12,265 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.789
2023-07-26 23:06:12,280 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-26 23:06:12,295 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-26 23:06:12,309 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.788
2023-07-26 23:06:12,324 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.953, mIoU: 0.790
2023-07-26 23:06:12,339 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.785
2023-07-26 23:06:12,354 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 23:06:12,367 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.783
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2023-07-26 23:06:17,834 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-26 23:06:18,157 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-26 23:06:18,230 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.940, mIoU: 0.732
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2023-07-26 23:06:18,256 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 23:06:18,271 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-26 23:06:18,285 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-26 23:06:18,300 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 23:06:18,314 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-26 23:06:18,327 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-26 23:06:18,383 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-26 23:06:18,394 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 23:06:18,409 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-26 23:06:18,422 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-26 23:06:18,434 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 23:06:18,460 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 23:06:18,490 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-26 23:06:18,513 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-26 23:06:18,528 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:06:18,543 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:06:18,558 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 23:06:18,587 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-26 23:06:18,669 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:06:18,682 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:06:18,696 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-26 23:06:18,766 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:06:18,781 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:06:18,793 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-26 23:06:18,835 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-26 23:06:19,191 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:06:19,203 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:06:19,218 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 23:06:19,260 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-26 23:06:20,534 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:20,549 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:20,563 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:20,575 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:20,588 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:20,602 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:20,615 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:20,629 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:20,642 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:20,655 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:20,669 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,684 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,696 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,710 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,723 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,734 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,749 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:06:20,764 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:06:20,778 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:06:20,793 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,808 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,822 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:06:20,835 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:06:20,850 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,865 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,881 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:20,896 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:20,910 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:20,925 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:20,937 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:20,950 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:20,962 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,976 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:20,992 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:21,006 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:21,019 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:21,033 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:21,047 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:21,061 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:21,076 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,091 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,104 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,119 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,132 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,145 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,160 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,174 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,189 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,203 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,218 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,233 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,245 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,258 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,274 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:21,290 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,305 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,321 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:21,333 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,346 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,361 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,374 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:21,389 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:21,406 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,420 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,435 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,449 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,464 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,478 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,490 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,502 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,516 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,530 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,543 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,557 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,571 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,584 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,596 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,611 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,625 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,641 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,654 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,667 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:21,680 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:21,695 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:21,707 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:21,720 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:21,735 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,749 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,762 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,777 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,792 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,807 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,822 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,835 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,847 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,861 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:21,874 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,886 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,899 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,914 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,927 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,940 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,955 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,970 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:21,985 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,002 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,016 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,029 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,044 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:22,059 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:22,074 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:22,088 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:22,101 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:22,114 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,125 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,140 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,155 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,168 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,182 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,192 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,205 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,219 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,234 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:22,246 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,260 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,273 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,288 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,301 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,316 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,329 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,343 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,358 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,371 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,386 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,401 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,416 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,431 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,445 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,460 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,475 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,488 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,502 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,517 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,529 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,542 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,555 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,570 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,583 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,599 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,614 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,625 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,638 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,654 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,668 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,680 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,696 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,710 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:22,723 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,737 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,753 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,767 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,780 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,792 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,809 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:22,824 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:22,839 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:22,852 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:22,867 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:22,882 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:22,897 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:22,912 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,924 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,939 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,951 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,965 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,979 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:22,992 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,007 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,020 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,035 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,049 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,063 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,077 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,091 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,105 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,120 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,136 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,150 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,166 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,181 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,191 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,205 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,218 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,233 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,248 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,263 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,276 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,290 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,305 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,319 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,334 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,349 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,362 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,377 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,391 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,405 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,418 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,432 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,446 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,461 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:06:23,473 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,487 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,502 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,514 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,528 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,542 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:23,555 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,569 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,582 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,595 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,611 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,625 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,639 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,654 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,668 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,681 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,694 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,708 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,721 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,734 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,749 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,764 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,779 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,794 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,807 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,820 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,836 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,850 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,863 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,878 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,891 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,906 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,920 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,936 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,950 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:23,964 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,973 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:23,989 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,004 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,018 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,033 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,047 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,062 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,074 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,089 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,104 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,119 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,134 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,148 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,164 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,179 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,191 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,206 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,220 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,234 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,247 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,261 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,276 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,290 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,297 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,310 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-26 23:06:24,322 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,335 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,346 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,361 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,375 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,389 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,401 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,414 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,428 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,439 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,454 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,467 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,481 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,496 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,510 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,525 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,536 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,550 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,565 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,579 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,594 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,610 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,623 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,633 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,644 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,657 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,669 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,683 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,696 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:24,711 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,726 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,741 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,754 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:24,770 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,784 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,799 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,814 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,828 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,843 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,857 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,872 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:24,885 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 23:06:24,898 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 23:06:24,913 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,925 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,940 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,953 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,968 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,982 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:24,999 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,015 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,028 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,044 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,058 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,073 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,087 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,100 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,113 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,127 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,142 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,156 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,171 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,185 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-26 23:06:25,200 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-26 23:06:25,214 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,229 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,241 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-26 23:06:25,256 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,266 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,279 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,293 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,305 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,319 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,334 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,348 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,363 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,378 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,392 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,407 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,419 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,434 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,446 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,460 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,475 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,487 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,502 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,514 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,529 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,543 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,558 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,573 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,588 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,601 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,614 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,629 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,642 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,655 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,670 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,685 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,700 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-26 23:06:25,713 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,725 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,741 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,756 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,771 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,784 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,797 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,811 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,826 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,841 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,855 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,870 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:25,884 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,898 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,913 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,928 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,942 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,956 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,970 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,983 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:25,999 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:26,014 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:26,029 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:26,045 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:06:26,061 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:26,076 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:26,092 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:06:26,105 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:26,120 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,135 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,150 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-26 23:06:26,165 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,179 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,194 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,207 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,222 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,237 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,251 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,266 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,278 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,288 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,303 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,317 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,330 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:06:26,345 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,361 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,373 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:26,387 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:26,402 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:06:26,417 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,433 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 23:06:26,481 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,495 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,508 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,523 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,538 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,552 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,565 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,578 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,592 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 23:06:26,649 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-26 23:06:26,690 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,705 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,720 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,734 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:26,748 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:26,761 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:26,775 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,790 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,806 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,821 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,834 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,850 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,863 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:26,877 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 23:06:26,920 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 23:06:27,074 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-26 23:06:27,130 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:27,142 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-26 23:06:27,224 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:27,238 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:27,253 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:27,266 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:06:27,280 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:27,294 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:27,309 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:27,323 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:27,335 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-26 23:06:27,391 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:06:27,403 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-26 23:06:27,622 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:06:27,666 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:27,694 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:27,819 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:27,834 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:27,847 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:27,960 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:27,975 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:27,990 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:28,393 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-26 23:06:28,548 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,561 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,575 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,590 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,604 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,619 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,634 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:06:28,649 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,664 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,678 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,693 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:06:28,708 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,723 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,737 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:28,753 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,768 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,781 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,794 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,808 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,824 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,837 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,851 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,867 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,881 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,896 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,911 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 23:06:28,940 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,952 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,965 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:28,978 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:28,991 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:29,003 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:29,018 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:29,032 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:29,045 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:06:29,057 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,072 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:06:29,101 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:06:29,132 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,147 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,161 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,174 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,189 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:29,204 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,216 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,232 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:29,262 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,275 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,290 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:29,321 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:06:29,363 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,378 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,393 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,408 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,421 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,436 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:06:29,480 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,494 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,508 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,523 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,533 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,548 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,560 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,573 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:06:29,834 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:06:29,904 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:06:29,916 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,928 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,941 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:29,955 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:29,968 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:29,980 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:30,076 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,090 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,105 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,121 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:30,155 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:30,224 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,239 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,253 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:30,267 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:30,280 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 23:06:30,310 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:30,324 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:30,339 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:30,353 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 23:06:30,382 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:06:30,396 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-26 23:06:30,521 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:30,660 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:31,008 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:06:31,038 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:06:31,210 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:31,225 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:06:31,238 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:31,253 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:31,267 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:06:31,282 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:31,297 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:31,309 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:31,322 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:06:31,336 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:06:31,351 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:06:47,785 semantic_segmentation INFO: Iters: 129610/150000 || Lr: 0.003319 || Task Loss: 0.2650 || KD Loss: 0.0526|| 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, 12:20:32 || Estimated Time: 9:29:34
2023-07-26 23:07:04,258 semantic_segmentation INFO: Iters: 129620/150000 || Lr: 0.003318 || Task Loss: 0.2893 || KD Loss: 0.0412|| 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, 12:20:48 || Estimated Time: 9:29:17
2023-07-26 23:07:20,770 semantic_segmentation INFO: Iters: 129630/150000 || Lr: 0.003316 || Task Loss: 0.2018 || KD Loss: 0.0229|| 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, 12:21:05 || Estimated Time: 9:29:00
2023-07-26 23:07:37,384 semantic_segmentation INFO: Iters: 129640/150000 || Lr: 0.003315 || Task Loss: 0.2988 || KD Loss: 0.0380|| 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, 12:21:21 || Estimated Time: 9:28:44
2023-07-26 23:07:54,190 semantic_segmentation INFO: Iters: 129650/150000 || Lr: 0.003313 || Task Loss: 0.2711 || KD Loss: 0.0400|| 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, 12:21:38 || Estimated Time: 9:28:27
2023-07-26 23:08:10,770 semantic_segmentation INFO: Iters: 129660/150000 || Lr: 0.003312 || Task Loss: 0.1714 || KD Loss: 0.0270|| 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, 12:21:55 || Estimated Time: 9:28:10
2023-07-26 23:08:27,449 semantic_segmentation INFO: Iters: 129670/150000 || Lr: 0.003310 || Task Loss: 0.3144 || KD Loss: 0.0487|| 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, 12:22:11 || Estimated Time: 9:27:53
2023-07-26 23:08:44,040 semantic_segmentation INFO: Iters: 129680/150000 || Lr: 0.003309 || Task Loss: 0.3107 || KD Loss: 0.0336|| 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, 12:22:28 || Estimated Time: 9:27:36
2023-07-26 23:09:00,646 semantic_segmentation INFO: Iters: 129690/150000 || Lr: 0.003308 || Task Loss: 0.3444 || KD Loss: 0.0596|| 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, 12:22:45 || Estimated Time: 9:27:20
2023-07-26 23:09:17,300 semantic_segmentation INFO: Iters: 129700/150000 || Lr: 0.003306 || Task Loss: 0.3026 || KD Loss: 0.0406|| 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, 12:23:01 || Estimated Time: 9:27:03
2023-07-26 23:09:33,841 semantic_segmentation INFO: Iters: 129710/150000 || Lr: 0.003305 || Task Loss: 0.2631 || KD Loss: 0.0392|| 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, 12:23:18 || Estimated Time: 9:26:46
2023-07-26 23:09:50,487 semantic_segmentation INFO: Iters: 129720/150000 || Lr: 0.003303 || Task Loss: 0.2194 || KD Loss: 0.0285|| 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, 12:23:34 || Estimated Time: 9:26:29
2023-07-26 23:10:07,092 semantic_segmentation INFO: Iters: 129730/150000 || Lr: 0.003302 || Task Loss: 0.1836 || KD Loss: 0.0369|| 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, 12:23:51 || Estimated Time: 9:26:13
2023-07-26 23:10:23,671 semantic_segmentation INFO: Iters: 129740/150000 || Lr: 0.003300 || Task Loss: 0.3660 || KD Loss: 0.0907|| 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, 12:24:08 || Estimated Time: 9:25:56
2023-07-26 23:10:40,232 semantic_segmentation INFO: Iters: 129750/150000 || Lr: 0.003299 || Task Loss: 0.2394 || KD Loss: 0.0495|| 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, 12:24:24 || Estimated Time: 9:25:39
2023-07-26 23:10:56,707 semantic_segmentation INFO: Iters: 129760/150000 || Lr: 0.003297 || Task Loss: 0.3360 || KD Loss: 0.0553|| 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, 12:24:41 || Estimated Time: 9:25:22
2023-07-26 23:11:13,317 semantic_segmentation INFO: Iters: 129770/150000 || Lr: 0.003296 || Task Loss: 0.4374 || KD Loss: 0.0403|| 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, 12:24:57 || Estimated Time: 9:25:05
2023-07-26 23:11:29,964 semantic_segmentation INFO: Iters: 129780/150000 || Lr: 0.003294 || Task Loss: 0.2649 || KD Loss: 0.0363|| 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, 12:25:14 || Estimated Time: 9:24:49
2023-07-26 23:11:46,521 semantic_segmentation INFO: Iters: 129790/150000 || Lr: 0.003293 || Task Loss: 0.2191 || KD Loss: 0.0330|| 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, 12:25:31 || Estimated Time: 9:24:32
2023-07-26 23:12:03,134 semantic_segmentation INFO: Iters: 129800/150000 || Lr: 0.003291 || Task Loss: 0.2897 || KD Loss: 0.0463|| 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, 12:25:47 || Estimated Time: 9:24:15
2023-07-26 23:12:19,647 semantic_segmentation INFO: Iters: 129810/150000 || Lr: 0.003290 || Task Loss: 0.2658 || KD Loss: 0.0425|| 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, 12:26:04 || Estimated Time: 9:23:58
2023-07-26 23:12:36,308 semantic_segmentation INFO: Iters: 129820/150000 || Lr: 0.003288 || Task Loss: 0.2314 || KD Loss: 0.0274|| 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, 12:26:20 || Estimated Time: 9:23:41
2023-07-26 23:12:52,840 semantic_segmentation INFO: Iters: 129830/150000 || Lr: 0.003287 || Task Loss: 0.2439 || KD Loss: 0.0296|| 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, 12:26:37 || Estimated Time: 9:23:25
2023-07-26 23:13:09,359 semantic_segmentation INFO: Iters: 129840/150000 || Lr: 0.003286 || Task Loss: 0.2563 || KD Loss: 0.0352|| 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, 12:26:53 || Estimated Time: 9:23:08
2023-07-26 23:13:25,950 semantic_segmentation INFO: Iters: 129850/150000 || Lr: 0.003284 || Task Loss: 0.2505 || KD Loss: 0.0357|| 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, 12:27:10 || Estimated Time: 9:22:51
2023-07-26 23:13:42,540 semantic_segmentation INFO: Iters: 129860/150000 || Lr: 0.003283 || Task Loss: 0.2540 || KD Loss: 0.0293|| 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, 12:27:27 || Estimated Time: 9:22:34
2023-07-26 23:13:59,140 semantic_segmentation INFO: Iters: 129870/150000 || Lr: 0.003281 || Task Loss: 0.2115 || KD Loss: 0.0265|| 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, 12:27:43 || Estimated Time: 9:22:18
2023-07-26 23:14:15,710 semantic_segmentation INFO: Iters: 129880/150000 || Lr: 0.003280 || Task Loss: 0.2281 || KD Loss: 0.0308|| 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, 12:28:00 || Estimated Time: 9:22:01
2023-07-26 23:14:32,280 semantic_segmentation INFO: Iters: 129890/150000 || Lr: 0.003278 || Task Loss: 0.2916 || KD Loss: 0.0321|| 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, 12:28:16 || Estimated Time: 9:21:44
2023-07-26 23:14:48,882 semantic_segmentation INFO: Iters: 129900/150000 || Lr: 0.003277 || Task Loss: 0.2821 || KD Loss: 0.0461|| 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, 12:28:33 || Estimated Time: 9:21:27
2023-07-26 23:15:05,470 semantic_segmentation INFO: Iters: 129910/150000 || Lr: 0.003275 || Task Loss: 0.3208 || KD Loss: 0.0446|| 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, 12:28:49 || Estimated Time: 9:21:10
2023-07-26 23:15:22,060 semantic_segmentation INFO: Iters: 129920/150000 || Lr: 0.003274 || Task Loss: 0.2829 || KD Loss: 0.0491|| 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, 12:29:06 || Estimated Time: 9:20:54
2023-07-26 23:15:38,671 semantic_segmentation INFO: Iters: 129930/150000 || Lr: 0.003272 || Task Loss: 0.2894 || KD Loss: 0.0477|| 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, 12:29:23 || Estimated Time: 9:20:37
2023-07-26 23:15:55,174 semantic_segmentation INFO: Iters: 129940/150000 || Lr: 0.003271 || Task Loss: 0.2643 || KD Loss: 0.0362|| 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, 12:29:39 || Estimated Time: 9:20:20
2023-07-26 23:16:11,826 semantic_segmentation INFO: Iters: 129950/150000 || Lr: 0.003269 || Task Loss: 0.2561 || KD Loss: 0.0391|| 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, 12:29:56 || Estimated Time: 9:20:03
2023-07-26 23:16:31,564 semantic_segmentation INFO: Iters: 129960/150000 || Lr: 0.003268 || Task Loss: 0.2247 || KD Loss: 0.0329|| 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, 12:30:16 || Estimated Time: 9:19:47
2023-07-26 23:16:48,497 semantic_segmentation INFO: Iters: 129970/150000 || Lr: 0.003266 || Task Loss: 0.2949 || KD Loss: 0.0367|| 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, 12:30:32 || Estimated Time: 9:19:30
2023-07-26 23:17:05,073 semantic_segmentation INFO: Iters: 129980/150000 || Lr: 0.003265 || Task Loss: 0.2106 || KD Loss: 0.0295|| 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, 12:30:49 || Estimated Time: 9:19:13
2023-07-26 23:17:21,588 semantic_segmentation INFO: Iters: 129990/150000 || Lr: 0.003264 || Task Loss: 0.3500 || KD Loss: 0.0522|| 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, 12:31:06 || Estimated Time: 9:18:57
2023-07-26 23:17:38,205 semantic_segmentation INFO: Iters: 130000/150000 || Lr: 0.003262 || Task Loss: 0.1559 || KD Loss: 0.0216|| 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, 12:31:22 || Estimated Time: 9:18:40
2023-07-26 23:17:54,778 semantic_segmentation INFO: Iters: 130010/150000 || Lr: 0.003261 || Task Loss: 0.3345 || 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: 2 days, 12:31:39 || Estimated Time: 9:18:23
2023-07-26 23:18:11,238 semantic_segmentation INFO: Iters: 130020/150000 || Lr: 0.003259 || Task Loss: 0.2304 || KD Loss: 0.0375|| 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, 12:31:55 || Estimated Time: 9:18:06
2023-07-26 23:18:27,818 semantic_segmentation INFO: Iters: 130030/150000 || Lr: 0.003258 || Task Loss: 0.1857 || KD Loss: 0.0354|| 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, 12:32:12 || Estimated Time: 9:17:49
2023-07-26 23:18:44,405 semantic_segmentation INFO: Iters: 130040/150000 || Lr: 0.003256 || Task Loss: 0.3341 || KD Loss: 0.0467|| 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, 12:32:28 || Estimated Time: 9:17:33
2023-07-26 23:19:01,015 semantic_segmentation INFO: Iters: 130050/150000 || Lr: 0.003255 || Task Loss: 0.2130 || KD Loss: 0.0363|| 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, 12:32:45 || Estimated Time: 9:17:16
2023-07-26 23:19:17,577 semantic_segmentation INFO: Iters: 130060/150000 || Lr: 0.003253 || Task Loss: 0.2443 || KD Loss: 0.0324|| 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, 12:33:02 || Estimated Time: 9:16:59
2023-07-26 23:19:34,382 semantic_segmentation INFO: Iters: 130070/150000 || Lr: 0.003252 || Task Loss: 0.3365 || KD Loss: 0.0408|| 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, 12:33:18 || Estimated Time: 9:16:42
2023-07-26 23:19:51,050 semantic_segmentation INFO: Iters: 130080/150000 || Lr: 0.003250 || Task Loss: 0.4037 || KD Loss: 0.0476|| 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, 12:33:35 || Estimated Time: 9:16:26
2023-07-26 23:20:07,568 semantic_segmentation INFO: Iters: 130090/150000 || Lr: 0.003249 || Task Loss: 0.1881 || KD Loss: 0.0333|| 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, 12:33:52 || Estimated Time: 9:16:09
2023-07-26 23:20:24,155 semantic_segmentation INFO: Iters: 130100/150000 || Lr: 0.003247 || Task Loss: 0.3084 || KD Loss: 0.0651|| 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, 12:34:08 || Estimated Time: 9:15:52
2023-07-26 23:20:40,726 semantic_segmentation INFO: Iters: 130110/150000 || Lr: 0.003246 || Task Loss: 0.2402 || KD Loss: 0.0446|| 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, 12:34:25 || Estimated Time: 9:15:35
2023-07-26 23:20:57,281 semantic_segmentation INFO: Iters: 130120/150000 || Lr: 0.003244 || Task Loss: 0.4589 || KD Loss: 0.1083|| 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, 12:34:41 || Estimated Time: 9:15:18
2023-07-26 23:21:13,910 semantic_segmentation INFO: Iters: 130130/150000 || Lr: 0.003243 || Task Loss: 0.3727 || KD Loss: 0.0378|| 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, 12:34:58 || Estimated Time: 9:15:02
2023-07-26 23:21:30,554 semantic_segmentation INFO: Iters: 130140/150000 || Lr: 0.003242 || Task Loss: 0.2249 || KD Loss: 0.0328|| 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, 12:35:15 || Estimated Time: 9:14:45
2023-07-26 23:21:47,193 semantic_segmentation INFO: Iters: 130150/150000 || Lr: 0.003240 || Task Loss: 0.2203 || KD Loss: 0.0375|| 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, 12:35:31 || Estimated Time: 9:14:28
2023-07-26 23:22:03,689 semantic_segmentation INFO: Iters: 130160/150000 || Lr: 0.003239 || Task Loss: 0.1894 || KD Loss: 0.0321|| 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, 12:35:48 || Estimated Time: 9:14:11
2023-07-26 23:22:20,284 semantic_segmentation INFO: Iters: 130170/150000 || Lr: 0.003237 || Task Loss: 0.2405 || KD Loss: 0.0379|| 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, 12:36:04 || Estimated Time: 9:13:54
2023-07-26 23:22:36,847 semantic_segmentation INFO: Iters: 130180/150000 || Lr: 0.003236 || Task Loss: 0.3065 || KD Loss: 0.0221|| 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, 12:36:21 || Estimated Time: 9:13:38
2023-07-26 23:22:53,444 semantic_segmentation INFO: Iters: 130190/150000 || Lr: 0.003234 || Task Loss: 0.2642 || KD Loss: 0.0391|| 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, 12:36:37 || Estimated Time: 9:13:21
2023-07-26 23:23:10,031 semantic_segmentation INFO: Iters: 130200/150000 || Lr: 0.003233 || Task Loss: 0.2120 || KD Loss: 0.0240|| 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, 12:36:54 || Estimated Time: 9:13:04
2023-07-26 23:23:26,614 semantic_segmentation INFO: Iters: 130210/150000 || Lr: 0.003231 || Task Loss: 0.1959 || KD Loss: 0.0293|| 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, 12:37:11 || Estimated Time: 9:12:47
2023-07-26 23:23:43,241 semantic_segmentation INFO: Iters: 130220/150000 || Lr: 0.003230 || Task Loss: 0.3122 || KD Loss: 0.0298|| 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, 12:37:27 || Estimated Time: 9:12:31
2023-07-26 23:23:59,807 semantic_segmentation INFO: Iters: 130230/150000 || Lr: 0.003228 || Task Loss: 0.1921 || KD Loss: 0.0478|| 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, 12:37:44 || Estimated Time: 9:12:14
2023-07-26 23:24:16,506 semantic_segmentation INFO: Iters: 130240/150000 || Lr: 0.003227 || Task Loss: 0.3754 || KD Loss: 0.0479|| 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, 12:38:00 || Estimated Time: 9:11:57
2023-07-26 23:24:33,138 semantic_segmentation INFO: Iters: 130250/150000 || Lr: 0.003225 || Task Loss: 0.1863 || KD Loss: 0.0241|| 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, 12:38:17 || Estimated Time: 9:11:40
2023-07-26 23:24:49,789 semantic_segmentation INFO: Iters: 130260/150000 || Lr: 0.003224 || Task Loss: 0.2383 || KD Loss: 0.0279|| 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, 12:38:34 || Estimated Time: 9:11:23
2023-07-26 23:25:06,345 semantic_segmentation INFO: Iters: 130270/150000 || Lr: 0.003222 || Task Loss: 0.2749 || KD Loss: 0.0384|| 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, 12:38:50 || Estimated Time: 9:11:07
2023-07-26 23:25:22,938 semantic_segmentation INFO: Iters: 130280/150000 || Lr: 0.003221 || Task Loss: 0.2712 || KD Loss: 0.0290|| 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, 12:39:07 || Estimated Time: 9:10:50
2023-07-26 23:25:39,519 semantic_segmentation INFO: Iters: 130290/150000 || Lr: 0.003219 || Task Loss: 0.2679 || KD Loss: 0.0347|| 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, 12:39:23 || Estimated Time: 9:10:33
2023-07-26 23:25:56,126 semantic_segmentation INFO: Iters: 130300/150000 || Lr: 0.003218 || Task Loss: 0.1892 || KD Loss: 0.0276|| 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, 12:39:40 || Estimated Time: 9:10:16
2023-07-26 23:26:12,713 semantic_segmentation INFO: Iters: 130310/150000 || Lr: 0.003217 || Task Loss: 0.3295 || KD Loss: 0.0387|| 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, 12:39:57 || Estimated Time: 9:10:00
2023-07-26 23:26:29,293 semantic_segmentation INFO: Iters: 130320/150000 || Lr: 0.003215 || Task Loss: 0.3506 || KD Loss: 0.0320|| 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, 12:40:13 || Estimated Time: 9:09:43
2023-07-26 23:26:45,903 semantic_segmentation INFO: Iters: 130330/150000 || Lr: 0.003214 || Task Loss: 0.3123 || KD Loss: 0.0349|| 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, 12:40:30 || Estimated Time: 9:09:26
2023-07-26 23:27:02,417 semantic_segmentation INFO: Iters: 130340/150000 || Lr: 0.003212 || Task Loss: 0.2901 || KD Loss: 0.0358|| 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, 12:40:46 || Estimated Time: 9:09:09
2023-07-26 23:27:19,034 semantic_segmentation INFO: Iters: 130350/150000 || Lr: 0.003211 || Task Loss: 0.1703 || KD Loss: 0.0310|| 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, 12:41:03 || Estimated Time: 9:08:52
2023-07-26 23:27:35,512 semantic_segmentation INFO: Iters: 130360/150000 || Lr: 0.003209 || Task Loss: 0.2256 || KD Loss: 0.0284|| 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, 12:41:19 || Estimated Time: 9:08:36
2023-07-26 23:27:52,111 semantic_segmentation INFO: Iters: 130370/150000 || Lr: 0.003208 || Task Loss: 0.2953 || KD Loss: 0.0516|| 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, 12:41:36 || Estimated Time: 9:08:19
2023-07-26 23:28:08,639 semantic_segmentation INFO: Iters: 130380/150000 || Lr: 0.003206 || Task Loss: 0.2858 || KD Loss: 0.0283|| 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, 12:41:53 || Estimated Time: 9:08:02
2023-07-26 23:28:25,329 semantic_segmentation INFO: Iters: 130390/150000 || Lr: 0.003205 || Task Loss: 0.3134 || KD Loss: 0.0476|| 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, 12:42:09 || Estimated Time: 9:07:45
2023-07-26 23:28:41,984 semantic_segmentation INFO: Iters: 130400/150000 || Lr: 0.003203 || Task Loss: 0.2723 || KD Loss: 0.0341|| 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, 12:42:26 || Estimated Time: 9:07:28
2023-07-26 23:28:42,395 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 23:28:42,846 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-26 23:28:42,858 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-26 23:28:42,870 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.168
2023-07-26 23:28:42,884 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.168
2023-07-26 23:28:42,897 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.237
2023-07-26 23:28:42,909 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.281
2023-07-26 23:28:42,922 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.325
2023-07-26 23:28:42,936 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.333
2023-07-26 23:28:42,949 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.375
2023-07-26 23:28:42,962 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.421
2023-07-26 23:28:42,976 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.460
2023-07-26 23:28:42,991 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.506
2023-07-26 23:28:43,002 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.503
2023-07-26 23:28:43,016 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.487
2023-07-26 23:28:43,030 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-26 23:28:43,042 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.480
2023-07-26 23:28:43,053 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.466
2023-07-26 23:28:43,065 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.467
2023-07-26 23:28:43,079 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.464
2023-07-26 23:28:43,094 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.522
2023-07-26 23:28:43,108 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.523
2023-07-26 23:28:43,124 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.530
2023-07-26 23:28:43,139 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.565
2023-07-26 23:28:43,155 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.566
2023-07-26 23:28:43,171 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.565
2023-07-26 23:28:43,185 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.574
2023-07-26 23:28:43,200 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.580
2023-07-26 23:28:43,211 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.581
2023-07-26 23:28:43,226 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.569
2023-07-26 23:28:43,241 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.569
2023-07-26 23:28:43,255 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-26 23:28:43,270 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.570
2023-07-26 23:28:43,285 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.579
2023-07-26 23:28:43,299 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.577
2023-07-26 23:28:43,314 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.622
2023-07-26 23:28:43,329 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.623
2023-07-26 23:28:43,343 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.623
2023-07-26 23:28:43,356 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.956, mIoU: 0.668
2023-07-26 23:28:43,373 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.957, mIoU: 0.669
2023-07-26 23:28:43,386 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.956, mIoU: 0.668
2023-07-26 23:28:43,399 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.956, mIoU: 0.687
2023-07-26 23:28:43,414 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.957, mIoU: 0.686
2023-07-26 23:28:43,428 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-26 23:28:43,441 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-26 23:28:43,456 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-26 23:28:43,471 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.697
2023-07-26 23:28:43,484 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-26 23:28:43,497 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-26 23:28:43,511 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-26 23:28:43,527 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-26 23:28:43,542 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-26 23:28:43,557 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-26 23:28:43,569 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.690
2023-07-26 23:28:43,585 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-26 23:28:43,599 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-26 23:28:43,612 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-26 23:28:43,627 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-26 23:28:43,643 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-26 23:28:43,656 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.692
2023-07-26 23:28:43,670 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-26 23:28:43,683 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-26 23:28:43,698 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-26 23:28:43,710 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-26 23:28:43,728 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-26 23:28:43,742 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-26 23:28:43,757 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.723
2023-07-26 23:28:43,773 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.723
2023-07-26 23:28:43,786 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.955, mIoU: 0.769
2023-07-26 23:28:43,801 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.955, mIoU: 0.770
2023-07-26 23:28:43,816 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.766
2023-07-26 23:28:43,834 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.784
2023-07-26 23:28:43,849 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.954, mIoU: 0.784
2023-07-26 23:28:43,864 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.784
2023-07-26 23:28:43,879 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.954, mIoU: 0.783
2023-07-26 23:28:43,893 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.954, mIoU: 0.785
2023-07-26 23:28:43,909 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.955, mIoU: 0.785
2023-07-26 23:28:43,923 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-26 23:28:43,932 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-26 23:28:43,946 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-26 23:28:43,961 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-26 23:28:43,974 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 23:28:43,988 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-26 23:28:44,002 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-26 23:28:44,016 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-26 23:28:44,031 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-26 23:28:44,045 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-26 23:28:44,059 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-26 23:28:44,073 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-26 23:28:44,087 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.787
2023-07-26 23:28:44,099 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.787
2023-07-26 23:28:44,113 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-26 23:28:44,128 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-26 23:28:44,141 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-26 23:28:44,156 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.788
2023-07-26 23:28:44,170 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.783
2023-07-26 23:28:44,184 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.781
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2023-07-26 23:28:44,496 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-26 23:28:44,511 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-26 23:28:44,526 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-26 23:28:44,539 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-26 23:28:44,552 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.770
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2023-07-26 23:28:44,581 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 23:28:44,589 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-26 23:28:44,600 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-26 23:28:44,616 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-26 23:28:44,624 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.950, mIoU: 0.769
2023-07-26 23:28:44,637 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.773
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2023-07-26 23:28:44,732 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.769
2023-07-26 23:28:44,745 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 23:28:44,759 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-26 23:28:44,772 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.950, mIoU: 0.767
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2023-07-26 23:28:44,865 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-26 23:28:44,880 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-26 23:28:44,895 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.949, mIoU: 0.779
2023-07-26 23:28:44,905 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.949, mIoU: 0.782
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2023-07-26 23:28:44,935 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.783
2023-07-26 23:28:44,949 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.782
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2023-07-26 23:28:44,976 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.949, mIoU: 0.781
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2023-07-26 23:28:45,004 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.780
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2023-07-26 23:28:45,145 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-26 23:28:45,157 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.770
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2023-07-26 23:28:46,228 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.940, mIoU: 0.747
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2023-07-26 23:28:48,801 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.735
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2023-07-26 23:28:48,902 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.938, mIoU: 0.739
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2023-07-26 23:28:49,001 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 23:28:49,113 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.740
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2023-07-26 23:28:49,571 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.742
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2023-07-26 23:28:49,629 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.744
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2023-07-26 23:28:49,652 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-26 23:28:49,850 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-26 23:28:49,878 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:49,894 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 23:28:49,911 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:49,928 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:49,944 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:49,958 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-26 23:28:49,971 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.940, mIoU: 0.748
2023-07-26 23:28:49,986 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 23:28:50,001 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:28:50,015 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:28:50,030 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:28:50,046 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,062 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,077 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 23:28:50,089 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 23:28:50,103 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-26 23:28:50,118 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:28:50,133 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:28:50,147 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:28:50,162 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:28:50,175 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:28:50,190 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:28:50,204 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:28:50,217 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:28:50,231 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:28:50,243 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-26 23:28:50,257 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 23:28:50,269 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-26 23:28:50,281 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.939, mIoU: 0.744
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2023-07-26 23:28:50,353 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:28:50,362 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:28:50,377 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,392 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,407 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,422 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,437 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,449 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,462 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,477 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,492 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 23:28:50,506 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.940, mIoU: 0.746
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2023-07-26 23:28:50,532 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 23:28:50,546 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,560 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,575 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:28:50,587 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.940, mIoU: 0.746
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2023-07-26 23:28:50,632 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.940, mIoU: 0.745
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2023-07-26 23:28:50,660 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.746
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2023-07-26 23:28:51,380 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:28:51,394 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,408 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,422 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,435 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,449 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,461 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,475 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,488 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,502 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,514 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,529 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,542 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,556 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,571 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,586 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,600 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,614 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,629 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,642 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 23:28:51,656 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 23:28:51,669 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 23:28:51,683 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 23:28:51,701 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-26 23:28:51,715 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 23:28:51,730 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-26 23:28:51,740 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-26 23:28:51,753 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,767 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,780 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,794 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,808 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,820 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,835 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,853 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,868 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,883 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,896 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,910 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,924 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,939 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:51,955 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,970 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:51,985 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,000 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:28:52,015 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,027 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,042 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,057 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,069 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,082 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,096 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,111 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-26 23:28:52,126 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-26 23:28:52,139 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,153 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,168 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,183 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,196 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,208 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,216 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,231 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:28:52,246 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,261 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,276 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,291 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,305 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,321 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,335 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,348 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,363 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,377 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,391 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,405 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-26 23:28:52,418 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:52,430 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:52,443 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:52,456 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:52,468 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:28:52,481 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:28:52,494 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:28:52,507 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,522 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,533 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,547 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,559 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,571 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,585 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 23:28:52,600 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 23:28:52,614 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 23:28:52,629 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,643 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,658 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,670 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,685 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,699 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,716 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:28:52,731 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,746 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 23:28:52,761 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 23:28:52,774 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 23:28:52,787 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-26 23:28:52,800 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,815 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,831 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:28:52,844 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 23:28:52,858 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-26 23:28:52,873 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:28:52,887 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:28:52,902 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,917 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,931 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,946 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-26 23:28:52,962 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:52,975 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:28:52,988 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,003 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,016 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,031 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,044 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,059 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,073 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,085 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,098 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,112 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,127 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:53,141 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,156 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,168 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,182 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,196 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,209 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,224 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,241 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,254 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,269 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,282 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,297 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,312 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,325 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,338 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,353 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,368 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,381 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:53,395 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,410 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,423 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,436 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,450 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,465 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,481 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,494 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,507 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,520 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,535 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,547 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,560 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,574 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,589 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,602 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,617 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,632 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:53,647 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,662 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,675 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,687 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,701 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,714 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,726 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,739 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:53,754 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,767 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,780 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,794 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,810 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,825 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,840 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,854 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,868 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,883 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,898 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,913 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,928 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,941 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:53,954 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:53,966 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:53,982 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:53,997 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:54,011 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:54,024 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:54,035 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,048 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:54,062 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,076 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,088 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,103 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,115 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:54,131 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,143 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,158 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,170 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,185 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,200 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,214 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,229 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:54,244 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,259 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,274 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,289 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,304 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,323 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,337 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,352 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,367 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,380 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,393 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,406 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,421 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,435 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,451 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,465 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,476 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,490 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,505 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,520 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,532 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,547 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,561 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,573 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,588 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,604 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,618 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,632 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,643 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,660 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,675 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,690 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,704 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,719 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:54,734 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,749 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,764 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,777 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,791 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,803 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,817 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:54,830 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:54,842 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,858 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,870 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,884 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,898 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,912 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,925 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,939 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,952 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,965 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,981 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:54,997 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,013 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,027 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,037 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,051 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,064 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,078 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,093 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,108 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,121 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:55,136 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:55,150 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:55,164 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:28:55,180 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,195 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,208 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,224 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,239 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,254 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,268 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,284 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:55,299 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,315 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,328 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,343 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,360 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,373 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,388 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:55,403 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,416 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,430 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,443 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,456 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,471 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,485 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,499 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,514 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,528 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,541 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,553 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,567 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,580 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,592 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,607 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:55,622 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,637 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,653 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,666 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,680 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,696 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,711 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:55,724 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,739 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,753 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,768 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,783 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,799 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,814 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,828 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,837 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,853 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,869 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,882 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,896 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,911 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,925 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,938 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,952 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,966 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,982 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:55,997 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,012 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,029 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,044 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,057 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,072 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,087 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,102 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,115 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:28:56,129 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,145 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,160 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,167 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,180 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,193 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,206 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,218 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,232 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:56,246 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,261 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,273 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,286 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,301 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,313 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,328 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,340 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,355 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,369 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,384 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,398 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,409 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,423 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,437 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,452 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,467 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,482 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,495 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,505 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,516 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,530 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,541 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,556 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,569 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,584 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,599 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,614 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,628 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:56,644 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,659 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,673 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,689 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,703 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,717 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,732 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,747 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:56,760 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,773 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,788 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,800 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,816 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,828 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,843 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:56,858 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,876 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,892 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,905 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,920 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,935 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-26 23:28:56,950 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:56,965 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:56,978 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:56,991 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,008 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,025 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,040 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,054 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,070 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-26 23:28:57,085 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-26 23:28:57,099 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,115 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,128 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,143 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,153 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,166 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,181 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,193 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,207 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,222 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-26 23:28:57,236 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,251 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,267 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,282 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,296 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,309 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,324 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,337 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,352 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,367 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,380 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,395 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,408 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,423 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,438 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,453 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,468 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,482 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,495 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,507 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,522 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-26 23:28:57,534 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,548 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,564 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,578 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,592 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,605 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,619 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,633 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,648 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,664 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,677 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,691 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,706 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,721 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,736 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,751 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,766 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,781 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,796 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,810 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,826 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,841 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-26 23:28:57,855 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,869 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,882 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,897 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,911 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,926 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,938 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-26 23:28:57,953 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-26 23:28:57,967 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:57,982 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:57,995 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,009 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,024 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,039 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,054 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,069 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,084 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,098 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,114 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,130 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,144 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,159 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,172 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-26 23:28:58,181 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,196 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,211 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,225 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:58,240 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,255 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,268 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,280 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,294 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,309 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,323 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,339 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,353 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,369 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,382 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,395 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,409 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,423 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,437 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,449 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,461 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,475 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,490 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,505 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,520 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,533 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,549 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,563 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,576 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,591 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,607 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,623 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,638 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,651 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,665 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,680 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,695 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:28:58,709 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,722 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:58,737 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,750 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,763 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,776 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,790 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,805 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,820 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,835 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,845 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,858 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,874 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,889 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,902 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:28:58,934 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,949 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,963 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,977 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:58,991 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,004 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,019 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,032 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-26 23:28:59,133 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,147 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,159 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:28:59,173 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:28:59,216 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,228 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:28:59,240 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:28:59,269 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-26 23:28:59,295 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:28:59,327 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-26 23:28:59,382 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:59,396 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:59,411 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:59,424 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:59,439 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:28:59,453 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,466 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,481 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,495 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,510 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,525 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,540 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,554 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,567 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:59,582 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:59,594 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:59,608 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:28:59,624 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,638 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,651 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,665 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,676 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,690 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,705 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,720 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,732 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,747 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,763 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,778 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,789 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,804 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,819 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,829 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,844 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,859 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,873 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,886 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,898 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,913 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,926 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,941 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,953 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,969 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,981 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:28:59,994 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:29:00,008 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,023 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,038 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,054 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,070 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,083 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,098 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,113 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,128 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,143 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,156 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,168 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,184 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,199 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,213 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,226 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,239 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,253 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,268 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,280 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,293 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,307 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,322 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,336 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,350 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,365 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,380 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,392 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,406 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,421 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,434 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,448 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,463 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,477 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,491 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,506 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:00,520 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,534 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:29:00,563 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,578 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,594 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,608 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,624 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,639 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,652 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,665 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,680 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,695 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,708 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,722 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,738 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,752 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,767 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,782 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,797 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,811 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,824 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,837 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,850 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,863 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,876 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,890 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:00,905 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,918 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,930 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,945 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,956 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,969 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,983 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:00,998 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:01,013 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-26 23:29:01,039 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-26 23:29:01,070 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,083 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,098 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,112 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,128 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,141 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 23:29:01,172 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 23:29:01,201 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 23:29:01,228 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,243 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,257 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,272 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,284 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,299 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-26 23:29:01,313 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:29:01,328 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:29:01,342 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-26 23:29:01,357 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,371 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,386 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,395 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,409 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-26 23:29:01,421 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-26 23:29:01,477 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:29:01,489 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-26 23:29:01,502 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:29:01,542 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 23:29:01,613 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-26 23:29:01,641 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 23:29:01,682 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-26 23:29:01,961 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:29:02,011 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-26 23:29:02,038 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,053 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,071 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,087 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,102 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,117 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,133 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,146 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,160 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,176 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,190 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,205 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,219 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,235 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,248 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,262 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,277 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,291 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,304 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,317 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,331 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,346 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,360 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,375 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:29:02,391 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,406 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,421 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,434 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,449 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,462 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,477 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,492 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,508 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,522 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,536 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,551 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,566 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:29:02,580 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:29:02,594 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,608 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,623 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,638 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,650 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:29:02,664 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,676 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,690 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,704 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,718 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,733 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,747 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,760 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,769 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,784 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,797 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,812 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,827 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,841 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,856 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,867 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,877 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,893 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,907 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,922 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,935 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,950 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,965 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,978 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:02,992 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,006 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,020 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,034 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,046 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,060 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,074 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,089 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,102 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,117 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,131 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:29:03,145 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,160 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,172 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,185 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,200 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:03,217 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:29:19,696 semantic_segmentation INFO: Iters: 130410/150000 || Lr: 0.003202 || Task Loss: 0.3146 || KD Loss: 0.0455|| 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, 12:43:04 || Estimated Time: 9:07:15
2023-07-26 23:29:36,213 semantic_segmentation INFO: Iters: 130420/150000 || Lr: 0.003200 || Task Loss: 0.2687 || KD Loss: 0.0244|| 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, 12:43:20 || Estimated Time: 9:06:58
2023-07-26 23:29:52,753 semantic_segmentation INFO: Iters: 130430/150000 || Lr: 0.003199 || Task Loss: 0.2179 || KD Loss: 0.0260|| 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, 12:43:37 || Estimated Time: 9:06:41
2023-07-26 23:30:09,581 semantic_segmentation INFO: Iters: 130440/150000 || Lr: 0.003197 || Task Loss: 0.2710 || KD Loss: 0.0332|| 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, 12:43:54 || Estimated Time: 9:06:24
2023-07-26 23:30:26,178 semantic_segmentation INFO: Iters: 130450/150000 || Lr: 0.003196 || Task Loss: 0.3316 || KD Loss: 0.0424|| 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, 12:44:10 || Estimated Time: 9:06:08
2023-07-26 23:30:42,801 semantic_segmentation INFO: Iters: 130460/150000 || Lr: 0.003194 || Task Loss: 0.1999 || KD Loss: 0.0253|| 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, 12:44:27 || Estimated Time: 9:05:51
2023-07-26 23:30:59,447 semantic_segmentation INFO: Iters: 130470/150000 || Lr: 0.003193 || Task Loss: 0.2608 || KD Loss: 0.0324|| 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, 12:44:43 || Estimated Time: 9:05:34
2023-07-26 23:31:16,032 semantic_segmentation INFO: Iters: 130480/150000 || Lr: 0.003192 || Task Loss: 0.2487 || KD Loss: 0.0278|| 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, 12:45:00 || Estimated Time: 9:05:17
2023-07-26 23:31:32,848 semantic_segmentation INFO: Iters: 130490/150000 || Lr: 0.003190 || Task Loss: 0.2318 || KD Loss: 0.0409|| 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, 12:45:17 || Estimated Time: 9:05:01
2023-07-26 23:31:49,522 semantic_segmentation INFO: Iters: 130500/150000 || Lr: 0.003189 || Task Loss: 0.2917 || KD Loss: 0.0352|| 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, 12:45:34 || Estimated Time: 9:04:44
2023-07-26 23:32:06,120 semantic_segmentation INFO: Iters: 130510/150000 || Lr: 0.003187 || Task Loss: 0.2796 || KD Loss: 0.0347|| 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, 12:45:50 || Estimated Time: 9:04:27
2023-07-26 23:32:22,728 semantic_segmentation INFO: Iters: 130520/150000 || Lr: 0.003186 || Task Loss: 0.2215 || KD Loss: 0.0391|| 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, 12:46:07 || Estimated Time: 9:04:10
2023-07-26 23:32:39,318 semantic_segmentation INFO: Iters: 130530/150000 || Lr: 0.003184 || Task Loss: 0.2587 || KD Loss: 0.0425|| 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, 12:46:23 || Estimated Time: 9:03:53
2023-07-26 23:32:55,876 semantic_segmentation INFO: Iters: 130540/150000 || Lr: 0.003183 || Task Loss: 0.2374 || KD Loss: 0.0358|| 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, 12:46:40 || Estimated Time: 9:03:37
2023-07-26 23:33:12,533 semantic_segmentation INFO: Iters: 130550/150000 || Lr: 0.003181 || Task Loss: 0.2652 || KD Loss: 0.0424|| 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, 12:46:57 || Estimated Time: 9:03:20
2023-07-26 23:33:29,171 semantic_segmentation INFO: Iters: 130560/150000 || Lr: 0.003180 || Task Loss: 0.2550 || KD Loss: 0.0339|| 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, 12:47:13 || Estimated Time: 9:03:03
2023-07-26 23:33:45,755 semantic_segmentation INFO: Iters: 130570/150000 || Lr: 0.003178 || Task Loss: 0.3078 || KD Loss: 0.0383|| 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, 12:47:30 || Estimated Time: 9:02:46
2023-07-26 23:34:02,349 semantic_segmentation INFO: Iters: 130580/150000 || Lr: 0.003177 || Task Loss: 0.3105 || KD Loss: 0.0320|| 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, 12:47:46 || Estimated Time: 9:02:30
2023-07-26 23:34:18,917 semantic_segmentation INFO: Iters: 130590/150000 || Lr: 0.003175 || Task Loss: 0.2276 || KD Loss: 0.0267|| 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, 12:48:03 || Estimated Time: 9:02:13
2023-07-26 23:34:35,509 semantic_segmentation INFO: Iters: 130600/150000 || Lr: 0.003174 || Task Loss: 0.3540 || KD Loss: 0.0770|| 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, 12:48:19 || Estimated Time: 9:01:56
2023-07-26 23:34:52,430 semantic_segmentation INFO: Iters: 130610/150000 || Lr: 0.003172 || Task Loss: 0.2959 || KD Loss: 0.0678|| 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, 12:48:36 || Estimated Time: 9:01:39
2023-07-26 23:35:09,095 semantic_segmentation INFO: Iters: 130620/150000 || Lr: 0.003171 || Task Loss: 0.3141 || KD Loss: 0.0441|| 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, 12:48:53 || Estimated Time: 9:01:22
2023-07-26 23:35:25,661 semantic_segmentation INFO: Iters: 130630/150000 || Lr: 0.003169 || Task Loss: 0.2356 || KD Loss: 0.0351|| 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, 12:49:10 || Estimated Time: 9:01:06
2023-07-26 23:35:42,135 semantic_segmentation INFO: Iters: 130640/150000 || Lr: 0.003168 || Task Loss: 0.2280 || KD Loss: 0.0383|| 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, 12:49:26 || Estimated Time: 9:00:49
2023-07-26 23:35:58,695 semantic_segmentation INFO: Iters: 130650/150000 || Lr: 0.003167 || Task Loss: 0.3455 || KD Loss: 0.0676|| 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, 12:49:43 || Estimated Time: 9:00:32
2023-07-26 23:36:15,600 semantic_segmentation INFO: Iters: 130660/150000 || Lr: 0.003165 || Task Loss: 0.2943 || KD Loss: 0.0446|| 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, 12:50:00 || Estimated Time: 9:00:15
2023-07-26 23:36:32,103 semantic_segmentation INFO: Iters: 130670/150000 || Lr: 0.003164 || Task Loss: 0.3053 || KD Loss: 0.0635|| 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, 12:50:16 || Estimated Time: 8:59:59
2023-07-26 23:36:48,642 semantic_segmentation INFO: Iters: 130680/150000 || Lr: 0.003162 || Task Loss: 0.2544 || KD Loss: 0.0389|| 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, 12:50:33 || Estimated Time: 8:59:42
2023-07-26 23:37:05,239 semantic_segmentation INFO: Iters: 130690/150000 || Lr: 0.003161 || Task Loss: 0.2089 || KD Loss: 0.0281|| 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, 12:50:49 || Estimated Time: 8:59:25
2023-07-26 23:37:21,898 semantic_segmentation INFO: Iters: 130700/150000 || Lr: 0.003159 || Task Loss: 0.2584 || KD Loss: 0.0347|| 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, 12:51:06 || Estimated Time: 8:59:08
2023-07-26 23:37:38,499 semantic_segmentation INFO: Iters: 130710/150000 || Lr: 0.003158 || Task Loss: 0.2389 || 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, 12:51:22 || Estimated Time: 8:58:51
2023-07-26 23:37:55,005 semantic_segmentation INFO: Iters: 130720/150000 || Lr: 0.003156 || Task Loss: 0.3057 || KD Loss: 0.0471|| 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, 12:51:39 || Estimated Time: 8:58:35
2023-07-26 23:38:11,568 semantic_segmentation INFO: Iters: 130730/150000 || Lr: 0.003155 || Task Loss: 0.2921 || KD Loss: 0.0376|| 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, 12:51:56 || Estimated Time: 8:58:18
2023-07-26 23:38:28,178 semantic_segmentation INFO: Iters: 130740/150000 || Lr: 0.003153 || Task Loss: 0.2986 || KD Loss: 0.0335|| 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, 12:52:12 || Estimated Time: 8:58:01
2023-07-26 23:38:44,733 semantic_segmentation INFO: Iters: 130750/150000 || Lr: 0.003152 || Task Loss: 0.3047 || KD Loss: 0.0494|| 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, 12:52:29 || Estimated Time: 8:57:44
2023-07-26 23:39:01,351 semantic_segmentation INFO: Iters: 130760/150000 || Lr: 0.003150 || Task Loss: 0.1897 || KD Loss: 0.0292|| 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, 12:52:45 || Estimated Time: 8:57:27
2023-07-26 23:39:17,923 semantic_segmentation INFO: Iters: 130770/150000 || Lr: 0.003149 || Task Loss: 0.3450 || KD Loss: 0.0809|| 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, 12:53:02 || Estimated Time: 8:57:11
2023-07-26 23:39:34,530 semantic_segmentation INFO: Iters: 130780/150000 || Lr: 0.003147 || Task Loss: 0.2934 || KD Loss: 0.0449|| 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, 12:53:19 || Estimated Time: 8:56:54
2023-07-26 23:39:51,124 semantic_segmentation INFO: Iters: 130790/150000 || Lr: 0.003146 || Task Loss: 0.2217 || KD Loss: 0.0235|| 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, 12:53:35 || Estimated Time: 8:56:37
2023-07-26 23:40:07,943 semantic_segmentation INFO: Iters: 130800/150000 || Lr: 0.003144 || Task Loss: 0.3168 || KD Loss: 0.0360|| 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, 12:53:52 || Estimated Time: 8:56:20
2023-07-26 23:40:27,924 semantic_segmentation INFO: Iters: 130810/150000 || Lr: 0.003143 || Task Loss: 0.2830 || KD Loss: 0.0644|| 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, 12:54:12 || Estimated Time: 8:56:04
2023-07-26 23:40:44,351 semantic_segmentation INFO: Iters: 130820/150000 || Lr: 0.003141 || Task Loss: 0.2381 || KD Loss: 0.0264|| 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, 12:54:28 || Estimated Time: 8:55:47
2023-07-26 23:41:00,947 semantic_segmentation INFO: Iters: 130830/150000 || Lr: 0.003140 || Task Loss: 0.2276 || KD Loss: 0.0337|| 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, 12:54:45 || Estimated Time: 8:55:30
2023-07-26 23:41:17,404 semantic_segmentation INFO: Iters: 130840/150000 || Lr: 0.003139 || Task Loss: 0.2660 || KD Loss: 0.0364|| 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, 12:55:01 || Estimated Time: 8:55:14
2023-07-26 23:41:34,049 semantic_segmentation INFO: Iters: 130850/150000 || Lr: 0.003137 || Task Loss: 0.3044 || KD Loss: 0.0332|| 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, 12:55:18 || Estimated Time: 8:54:57
2023-07-26 23:41:50,702 semantic_segmentation INFO: Iters: 130860/150000 || Lr: 0.003136 || Task Loss: 0.2908 || KD Loss: 0.0215|| 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, 12:55:35 || Estimated Time: 8:54:40
2023-07-26 23:42:07,229 semantic_segmentation INFO: Iters: 130870/150000 || Lr: 0.003134 || Task Loss: 0.3142 || KD Loss: 0.0616|| 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, 12:55:51 || Estimated Time: 8:54:23
2023-07-26 23:42:23,898 semantic_segmentation INFO: Iters: 130880/150000 || Lr: 0.003133 || Task Loss: 0.3099 || KD Loss: 0.0410|| 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, 12:56:08 || Estimated Time: 8:54:07
2023-07-26 23:42:40,294 semantic_segmentation INFO: Iters: 130890/150000 || Lr: 0.003131 || Task Loss: 0.3080 || KD Loss: 0.0416|| 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, 12:56:24 || Estimated Time: 8:53:50
2023-07-26 23:42:56,890 semantic_segmentation INFO: Iters: 130900/150000 || Lr: 0.003130 || Task Loss: 0.2126 || KD Loss: 0.0247|| 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, 12:56:41 || Estimated Time: 8:53:33
2023-07-26 23:43:13,481 semantic_segmentation INFO: Iters: 130910/150000 || Lr: 0.003128 || Task Loss: 0.2846 || KD Loss: 0.0406|| 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, 12:56:57 || Estimated Time: 8:53:16
2023-07-26 23:43:30,071 semantic_segmentation INFO: Iters: 130920/150000 || Lr: 0.003127 || Task Loss: 0.3044 || KD Loss: 0.0522|| 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, 12:57:14 || Estimated Time: 8:52:59
2023-07-26 23:43:46,657 semantic_segmentation INFO: Iters: 130930/150000 || Lr: 0.003125 || Task Loss: 0.3496 || KD Loss: 0.0602|| 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, 12:57:31 || Estimated Time: 8:52:43
2023-07-26 23:44:03,236 semantic_segmentation INFO: Iters: 130940/150000 || Lr: 0.003124 || Task Loss: 0.2326 || KD Loss: 0.0425|| 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, 12:57:47 || Estimated Time: 8:52:26
2023-07-26 23:44:19,822 semantic_segmentation INFO: Iters: 130950/150000 || Lr: 0.003122 || Task Loss: 0.3191 || KD Loss: 0.0480|| 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, 12:58:04 || Estimated Time: 8:52:09
2023-07-26 23:44:36,400 semantic_segmentation INFO: Iters: 130960/150000 || Lr: 0.003121 || Task Loss: 0.2621 || KD Loss: 0.0444|| 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, 12:58:20 || Estimated Time: 8:51:52
2023-07-26 23:44:52,942 semantic_segmentation INFO: Iters: 130970/150000 || Lr: 0.003119 || Task Loss: 0.3665 || KD Loss: 0.0382|| 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, 12:58:37 || Estimated Time: 8:51:35
2023-07-26 23:45:09,581 semantic_segmentation INFO: Iters: 130980/150000 || Lr: 0.003118 || Task Loss: 0.1916 || KD Loss: 0.0274|| 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, 12:58:54 || Estimated Time: 8:51:19
2023-07-26 23:45:26,185 semantic_segmentation INFO: Iters: 130990/150000 || Lr: 0.003116 || Task Loss: 0.1612 || KD Loss: 0.0379|| 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, 12:59:10 || Estimated Time: 8:51:02
2023-07-26 23:45:43,071 semantic_segmentation INFO: Iters: 131000/150000 || Lr: 0.003115 || Task Loss: 0.2171 || KD Loss: 0.0394|| 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, 12:59:27 || Estimated Time: 8:50:45
2023-07-26 23:45:59,560 semantic_segmentation INFO: Iters: 131010/150000 || Lr: 0.003113 || Task Loss: 0.2717 || KD Loss: 0.0405|| 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, 12:59:44 || Estimated Time: 8:50:28
2023-07-26 23:46:16,150 semantic_segmentation INFO: Iters: 131020/150000 || Lr: 0.003112 || Task Loss: 0.3213 || KD Loss: 0.0397|| 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, 13:00:00 || Estimated Time: 8:50:12
2023-07-26 23:46:32,755 semantic_segmentation INFO: Iters: 131030/150000 || Lr: 0.003110 || Task Loss: 0.2846 || KD Loss: 0.0359|| 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, 13:00:17 || Estimated Time: 8:49:55
2023-07-26 23:46:49,340 semantic_segmentation INFO: Iters: 131040/150000 || Lr: 0.003109 || Task Loss: 0.2146 || KD Loss: 0.0222|| 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, 13:00:33 || Estimated Time: 8:49:38
2023-07-26 23:47:05,950 semantic_segmentation INFO: Iters: 131050/150000 || Lr: 0.003108 || Task Loss: 0.2699 || KD Loss: 0.0367|| 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, 13:00:50 || Estimated Time: 8:49:21
2023-07-26 23:47:22,558 semantic_segmentation INFO: Iters: 131060/150000 || Lr: 0.003106 || Task Loss: 0.3464 || KD Loss: 0.0545|| 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, 13:01:07 || Estimated Time: 8:49:04
2023-07-26 23:47:39,197 semantic_segmentation INFO: Iters: 131070/150000 || Lr: 0.003105 || Task Loss: 0.3849 || KD Loss: 0.0378|| 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, 13:01:23 || Estimated Time: 8:48:48
2023-07-26 23:47:55,758 semantic_segmentation INFO: Iters: 131080/150000 || Lr: 0.003103 || Task Loss: 0.2825 || KD Loss: 0.0316|| 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, 13:01:40 || Estimated Time: 8:48:31
2023-07-26 23:48:12,436 semantic_segmentation INFO: Iters: 131090/150000 || Lr: 0.003102 || Task Loss: 0.2831 || KD Loss: 0.0448|| 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, 13:01:56 || Estimated Time: 8:48:14
2023-07-26 23:48:29,112 semantic_segmentation INFO: Iters: 131100/150000 || Lr: 0.003100 || Task Loss: 0.2702 || KD Loss: 0.0307|| 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, 13:02:13 || Estimated Time: 8:47:57
2023-07-26 23:48:45,784 semantic_segmentation INFO: Iters: 131110/150000 || Lr: 0.003099 || Task Loss: 0.2858 || KD Loss: 0.0644|| 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, 13:02:30 || Estimated Time: 8:47:40
2023-07-26 23:49:02,427 semantic_segmentation INFO: Iters: 131120/150000 || Lr: 0.003097 || Task Loss: 0.2857 || KD Loss: 0.0371|| 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, 13:02:46 || Estimated Time: 8:47:24
2023-07-26 23:49:19,034 semantic_segmentation INFO: Iters: 131130/150000 || Lr: 0.003096 || Task Loss: 0.3617 || KD Loss: 0.0542|| 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, 13:03:03 || Estimated Time: 8:47:07
2023-07-26 23:49:35,695 semantic_segmentation INFO: Iters: 131140/150000 || Lr: 0.003094 || Task Loss: 0.2217 || KD Loss: 0.0255|| 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, 13:03:20 || Estimated Time: 8:46:50
2023-07-26 23:49:52,230 semantic_segmentation INFO: Iters: 131150/150000 || Lr: 0.003093 || Task Loss: 0.2092 || KD Loss: 0.0388|| 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, 13:03:36 || Estimated Time: 8:46:33
2023-07-26 23:50:08,908 semantic_segmentation INFO: Iters: 131160/150000 || Lr: 0.003091 || Task Loss: 0.3999 || KD Loss: 0.0400|| 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, 13:03:53 || Estimated Time: 8:46:17
2023-07-26 23:50:25,527 semantic_segmentation INFO: Iters: 131170/150000 || Lr: 0.003090 || Task Loss: 0.2651 || KD Loss: 0.0542|| 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, 13:04:10 || Estimated Time: 8:46:00
2023-07-26 23:50:42,139 semantic_segmentation INFO: Iters: 131180/150000 || Lr: 0.003088 || Task Loss: 0.3283 || KD Loss: 0.0273|| 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, 13:04:26 || Estimated Time: 8:45:43
2023-07-26 23:50:58,717 semantic_segmentation INFO: Iters: 131190/150000 || Lr: 0.003087 || Task Loss: 0.2281 || KD Loss: 0.0323|| 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, 13:04:43 || Estimated Time: 8:45:26
2023-07-26 23:51:15,369 semantic_segmentation INFO: Iters: 131200/150000 || Lr: 0.003085 || Task Loss: 0.2230 || KD Loss: 0.0297|| 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, 13:04:59 || Estimated Time: 8:45:09
2023-07-26 23:51:15,482 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-26 23:51:15,932 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.983, mIoU: 0.090
2023-07-26 23:51:15,945 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-26 23:51:15,958 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-26 23:51:15,972 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.169
2023-07-26 23:51:15,986 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.240
2023-07-26 23:51:15,998 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.282
2023-07-26 23:51:16,011 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.327
2023-07-26 23:51:16,025 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.333
2023-07-26 23:51:16,038 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.372
2023-07-26 23:51:16,052 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.418
2023-07-26 23:51:16,066 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.458
2023-07-26 23:51:16,082 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.504
2023-07-26 23:51:16,095 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.501
2023-07-26 23:51:16,109 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.484
2023-07-26 23:51:16,123 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.481
2023-07-26 23:51:16,135 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.477
2023-07-26 23:51:16,146 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.465
2023-07-26 23:51:16,159 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.466
2023-07-26 23:51:16,173 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.462
2023-07-26 23:51:16,188 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.518
2023-07-26 23:51:16,202 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.521
2023-07-26 23:51:16,217 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.528
2023-07-26 23:51:16,232 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.561
2023-07-26 23:51:16,247 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.563
2023-07-26 23:51:16,263 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.561
2023-07-26 23:51:16,278 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.570
2023-07-26 23:51:16,293 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.574
2023-07-26 23:51:16,305 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-26 23:51:16,321 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.564
2023-07-26 23:51:16,336 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.565
2023-07-26 23:51:16,350 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.565
2023-07-26 23:51:16,366 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.565
2023-07-26 23:51:16,381 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.575
2023-07-26 23:51:16,396 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-26 23:51:16,411 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.616
2023-07-26 23:51:16,427 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.616
2023-07-26 23:51:16,441 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.616
2023-07-26 23:51:16,454 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-26 23:51:16,469 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.662
2023-07-26 23:51:16,481 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-26 23:51:16,494 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-26 23:51:16,508 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.681
2023-07-26 23:51:16,521 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-26 23:51:16,534 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-26 23:51:16,548 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.689
2023-07-26 23:51:16,562 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-26 23:51:16,574 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-26 23:51:16,586 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-26 23:51:16,600 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.696
2023-07-26 23:51:16,615 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-26 23:51:16,629 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-26 23:51:16,643 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-26 23:51:16,656 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-26 23:51:16,670 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-26 23:51:16,685 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-26 23:51:16,697 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-26 23:51:16,713 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-26 23:51:16,731 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-26 23:51:16,744 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-26 23:51:16,758 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-26 23:51:16,771 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-26 23:51:16,785 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-26 23:51:16,797 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-26 23:51:16,814 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-26 23:51:16,827 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.727
2023-07-26 23:51:16,841 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.726
2023-07-26 23:51:16,856 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.955, mIoU: 0.727
2023-07-26 23:51:16,869 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.955, mIoU: 0.773
2023-07-26 23:51:16,884 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.956, mIoU: 0.773
2023-07-26 23:51:16,899 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.955, mIoU: 0.773
2023-07-26 23:51:16,914 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.955, mIoU: 0.791
2023-07-26 23:51:16,928 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-26 23:51:16,943 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.955, mIoU: 0.789
2023-07-26 23:51:16,958 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.955, mIoU: 0.788
2023-07-26 23:51:16,973 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.956, mIoU: 0.791
2023-07-26 23:51:16,988 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.791
2023-07-26 23:51:17,002 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.786
2023-07-26 23:51:17,012 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-26 23:51:17,027 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-26 23:51:17,043 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-26 23:51:17,056 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-26 23:51:17,071 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-26 23:51:17,086 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-26 23:51:17,101 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-26 23:51:17,117 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-26 23:51:17,132 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-26 23:51:17,147 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-26 23:51:17,162 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-26 23:51:17,177 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.788
2023-07-26 23:51:17,190 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.788
2023-07-26 23:51:17,205 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.785
2023-07-26 23:51:17,221 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.785
2023-07-26 23:51:17,236 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.787
2023-07-26 23:51:17,250 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.789
2023-07-26 23:51:17,265 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-26 23:51:17,280 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-26 23:51:17,292 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-26 23:51:17,305 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-26 23:51:17,320 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,332 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 23:51:17,347 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,361 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:51:17,373 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:51:17,387 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,402 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-26 23:51:17,414 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-26 23:51:17,429 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,443 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-26 23:51:17,456 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,469 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-26 23:51:17,481 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:51:17,494 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:51:17,509 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 23:51:17,524 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-26 23:51:17,539 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-26 23:51:17,552 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-26 23:51:17,565 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-26 23:51:17,580 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-26 23:51:17,593 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-26 23:51:17,607 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-26 23:51:17,622 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-26 23:51:17,635 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-26 23:51:17,648 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 23:51:17,664 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-26 23:51:17,679 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.772
2023-07-26 23:51:17,687 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-26 23:51:17,699 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-26 23:51:17,715 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-26 23:51:17,725 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-26 23:51:17,739 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-26 23:51:17,755 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-26 23:51:17,770 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-26 23:51:17,783 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.752
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2023-07-26 23:51:21,027 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.736
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2023-07-26 23:51:21,203 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-26 23:51:23,305 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 23:51:23,319 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-26 23:51:23,334 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-26 23:51:23,347 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 23:51:23,362 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-26 23:51:23,373 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 23:51:23,388 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-26 23:51:23,401 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 23:51:23,413 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,425 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-26 23:51:23,440 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,455 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,469 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,484 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,492 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-26 23:51:23,507 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,522 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,537 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,551 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,566 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,578 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,591 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,605 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-26 23:51:23,620 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,634 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,647 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,660 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,675 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,689 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,704 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,717 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,732 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,747 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,763 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,776 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:23,793 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,810 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,825 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:51:23,841 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:51:23,858 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:51:23,873 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:51:23,888 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-26 23:51:23,900 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:23,916 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:23,930 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:23,946 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,956 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,970 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,985 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:23,998 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,012 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-26 23:51:24,040 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-26 23:51:24,082 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,095 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,108 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,123 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,138 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,153 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,167 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,182 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-26 23:51:24,195 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,210 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,226 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,238 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,253 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,267 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,281 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,295 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,309 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,320 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,335 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,349 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,362 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,376 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-26 23:51:24,391 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,402 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,416 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,430 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,445 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-26 23:51:24,458 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,473 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,488 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,503 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,518 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:24,533 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,548 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,563 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,578 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,592 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,605 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,620 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,635 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,650 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,663 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,678 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,691 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,705 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,720 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,735 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,750 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,766 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,781 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:51:24,795 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:51:24,809 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 23:51:24,824 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-26 23:51:24,838 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-26 23:51:24,856 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-26 23:51:24,871 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:51:24,886 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-26 23:51:24,896 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:51:24,909 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,924 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,937 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,952 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:24,965 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,978 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:24,993 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,009 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,024 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,040 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,052 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-26 23:51:25,066 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,078 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,092 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,106 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-26 23:51:25,121 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:25,135 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:25,149 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:25,164 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:25,177 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 23:51:25,205 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 23:51:25,218 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:25,230 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:25,243 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 23:51:25,273 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 23:51:25,286 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-26 23:51:25,300 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-26 23:51:25,316 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-26 23:51:25,331 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-26 23:51:25,394 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-26 23:51:25,981 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-26 23:51:26,007 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:26,021 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:26,036 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:26,050 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:26,065 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:26,080 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:26,092 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:26,107 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:26,119 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:26,133 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,147 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,162 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,177 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,190 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,205 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:26,220 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:26,232 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,244 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,259 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,274 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:26,289 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:26,304 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:26,316 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:26,329 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:26,343 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:26,356 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:26,371 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:26,388 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,401 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,416 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,430 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,445 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,460 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,473 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,486 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,501 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,515 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,530 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,546 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,560 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,574 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,586 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,601 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,615 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,631 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,644 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,658 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,671 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,686 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,698 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,711 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,726 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,741 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,754 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,769 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:26,785 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-26 23:51:26,800 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,816 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,829 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,842 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,858 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,871 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,884 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,897 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:26,912 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:26,924 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,937 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:26,951 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:26,966 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:26,981 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:26,996 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,009 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,021 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,035 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,050 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,064 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:27,079 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:27,091 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:27,104 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,115 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,130 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,146 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,160 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,175 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,186 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,199 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,213 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,228 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,241 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,255 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,268 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,283 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,296 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,311 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,324 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,338 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,353 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-26 23:51:27,366 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,381 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,396 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,410 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,425 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,439 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,454 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,468 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,482 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,497 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,511 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,524 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,537 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,549 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,565 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,579 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,595 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-26 23:51:27,609 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,620 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,634 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,650 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,665 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,678 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,693 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,707 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,720 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,734 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,750 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,765 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,778 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,789 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,806 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,821 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,836 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,850 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,866 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:27,881 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,897 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,911 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,924 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,938 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,950 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:27,964 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:27,978 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:27,990 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,005 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,017 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,031 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,045 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,059 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,073 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,087 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,100 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,113 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,129 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,144 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,160 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:28,175 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,185 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,199 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,211 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,226 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,241 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,257 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,272 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,286 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-26 23:51:28,300 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,314 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,330 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,345 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,358 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,374 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,389 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,404 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,417 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:28,432 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,447 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,463 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:28,476 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,491 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,506 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,519 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,533 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,548 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,560 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,574 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,586 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,599 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,614 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,628 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,642 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,658 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,672 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,685 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,697 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,711 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,724 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,736 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,751 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,766 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,781 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,797 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,810 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,823 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,839 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,854 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,868 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:28,884 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,898 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,913 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:28,927 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,943 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,957 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,972 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,981 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:28,996 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,011 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,024 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,038 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,052 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,066 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,079 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,093 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,108 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,123 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,137 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,151 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,168 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,183 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,196 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,211 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 23:51:29,226 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-26 23:51:29,240 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-26 23:51:29,253 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,268 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,283 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,297 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,304 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,317 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,330 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-26 23:51:29,342 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,353 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:29,368 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,382 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,397 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,409 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,422 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,436 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:29,447 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,462 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,475 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,489 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,504 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,518 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,533 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,544 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,557 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,571 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,586 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,600 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,615 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,627 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,637 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,648 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,661 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,673 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,687 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,699 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:29,714 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:29,729 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,743 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-26 23:51:29,757 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,772 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,786 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,801 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,816 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,830 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,844 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:29,859 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,875 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,889 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,902 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,917 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,930 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,946 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,959 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,974 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:29,990 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,008 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,023 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,036 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,051 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,065 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,079 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,094 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,106 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,119 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,134 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-26 23:51:30,148 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:51:30,163 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:51:30,178 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:51:30,193 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:51:30,209 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-26 23:51:30,223 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,238 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,251 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,266 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,276 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,289 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,304 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,316 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,331 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,345 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,360 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-26 23:51:30,375 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,390 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,405 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,419 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,432 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,447 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,459 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,474 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,488 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,500 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,515 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,527 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,542 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,556 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,571 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,586 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,601 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,613 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,626 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,641 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,654 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,668 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,683 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,698 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,713 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,726 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,739 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,754 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,769 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,784 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,797 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,810 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,824 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:30,839 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,854 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,869 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,884 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,901 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,915 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,930 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,945 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,960 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:30,974 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:30,989 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,001 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,016 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,031 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,046 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,058 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-26 23:51:31,072 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-26 23:51:31,087 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,102 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:31,115 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-26 23:51:31,129 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,143 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,158 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,173 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,188 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,202 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,215 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,230 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,246 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,259 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,274 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,287 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:31,296 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,311 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,326 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,339 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:31,354 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,369 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,381 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,394 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,409 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,424 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,438 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,455 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,469 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,485 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,499 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,512 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,526 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,541 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,555 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,567 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,580 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,594 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,609 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,624 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,639 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,651 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,667 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,681 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,694 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,710 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,725 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,742 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,757 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,770 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,784 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,798 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,813 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,827 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,840 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,855 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,868 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,881 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,893 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,909 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,925 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:31,939 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,954 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,964 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,976 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:31,992 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,007 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,020 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,034 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,050 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,065 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,078 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,092 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,106 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,119 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,134 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,147 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,160 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,175 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,190 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,204 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,219 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,232 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-26 23:51:32,246 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,261 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,272 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,287 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,301 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,316 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,330 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,342 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,354 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,369 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,383 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:32,397 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,409 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 23:51:32,539 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,553 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,568 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,581 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-26 23:51:32,610 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,625 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,640 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,655 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,669 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,683 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,697 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,709 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,723 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,737 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,752 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,764 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,778 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,789 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,803 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,818 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,832 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,844 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,858 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,875 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,889 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,900 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,915 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,930 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,941 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,955 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,970 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:32,984 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:32,996 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,008 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,023 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,036 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,051 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,063 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,078 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,091 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,104 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,119 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,134 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,149 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,164 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,180 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,193 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,208 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,222 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,237 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,251 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:33,264 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,277 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,292 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,306 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,321 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,334 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,347 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,362 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:33,376 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,389 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,402 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,416 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,431 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,446 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,461 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,477 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,493 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,506 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,520 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,535 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,548 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-26 23:51:33,608 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,623 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-26 23:51:33,637 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,652 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 23:51:33,681 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 23:51:33,737 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 23:51:33,764 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,776 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-26 23:51:33,817 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,831 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,845 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,859 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,873 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,888 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,902 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,916 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,929 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,942 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,956 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,968 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:33,981 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:33,995 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:34,009 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:34,022 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-26 23:51:34,034 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,048 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,059 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,073 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,088 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,104 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,118 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,133 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,146 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,162 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:34,177 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,190 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,205 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,220 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,235 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,249 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,264 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,279 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,293 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,307 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,320 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,334 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,349 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,363 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,378 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,390 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,405 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:51:34,419 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:51:34,433 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:51:34,448 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-26 23:51:34,462 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,477 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,492 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,502 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,516 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,528 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,541 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,557 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,572 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,586 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,598 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,610 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,623 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,638 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,651 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,666 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,681 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,694 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,709 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,724 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,737 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,752 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,767 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,780 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,795 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,806 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,822 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,837 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,852 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,867 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,879 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,892 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,906 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-26 23:51:34,920 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,933 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,947 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,960 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,975 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:34,989 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:35,003 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:35,016 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,030 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,046 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,061 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,075 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:35,090 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,098 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,112 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,125 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,138 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,153 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,169 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,183 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,199 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,216 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,232 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,247 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,260 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,274 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:35,290 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:35,305 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:35,320 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:35,335 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-26 23:51:35,351 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,364 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,378 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,392 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,407 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,419 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,432 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,447 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,461 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,475 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,490 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,504 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,519 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,533 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 23:51:35,561 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,573 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,588 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,603 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,617 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,632 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,644 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,659 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,674 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-26 23:51:35,704 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,719 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,734 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,749 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,762 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,777 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,790 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,805 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,820 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,834 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,850 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,864 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,878 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,888 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,902 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,914 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,929 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,943 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,958 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,973 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:35,984 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:35,993 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:36,009 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,023 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:36,037 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,050 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,064 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,078 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,090 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,105 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,119 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,132 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,146 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,159 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,174 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,188 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,202 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,214 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-26 23:51:36,229 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:36,243 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-26 23:51:36,257 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:36,272 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,285 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,298 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-26 23:51:36,312 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-26 23:51:36,329 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-26 23:51:52,846 semantic_segmentation INFO: Iters: 131210/150000 || Lr: 0.003084 || Task Loss: 0.2354 || KD Loss: 0.0663|| 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, 13:05:37 || Estimated Time: 8:44:56
2023-07-26 23:52:09,387 semantic_segmentation INFO: Iters: 131220/150000 || Lr: 0.003082 || Task Loss: 0.3406 || KD Loss: 0.0346|| 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, 13:05:53 || Estimated Time: 8:44:39
2023-07-26 23:52:26,027 semantic_segmentation INFO: Iters: 131230/150000 || Lr: 0.003081 || Task Loss: 0.1758 || KD Loss: 0.0311|| 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, 13:06:10 || Estimated Time: 8:44:22
2023-07-26 23:52:42,708 semantic_segmentation INFO: Iters: 131240/150000 || Lr: 0.003079 || Task Loss: 0.2616 || KD Loss: 0.0357|| 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, 13:06:27 || Estimated Time: 8:44:05
2023-07-26 23:52:59,306 semantic_segmentation INFO: Iters: 131250/150000 || Lr: 0.003078 || Task Loss: 0.3781 || KD Loss: 0.0520|| 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, 13:06:43 || Estimated Time: 8:43:49
2023-07-26 23:53:15,991 semantic_segmentation INFO: Iters: 131260/150000 || Lr: 0.003077 || Task Loss: 0.2326 || KD Loss: 0.0385|| 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, 13:07:00 || Estimated Time: 8:43:32
2023-07-26 23:53:32,646 semantic_segmentation INFO: Iters: 131270/150000 || Lr: 0.003075 || Task Loss: 0.3503 || KD Loss: 0.0454|| 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, 13:07:17 || Estimated Time: 8:43:15
2023-07-26 23:53:49,302 semantic_segmentation INFO: Iters: 131280/150000 || Lr: 0.003074 || Task Loss: 0.2169 || KD Loss: 0.0211|| 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, 13:07:33 || Estimated Time: 8:42:58
2023-07-26 23:54:05,889 semantic_segmentation INFO: Iters: 131290/150000 || Lr: 0.003072 || Task Loss: 0.3046 || KD Loss: 0.0356|| 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, 13:07:50 || Estimated Time: 8:42:41
2023-07-26 23:54:22,556 semantic_segmentation INFO: Iters: 131300/150000 || Lr: 0.003071 || Task Loss: 0.2716 || KD Loss: 0.0430|| 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, 13:08:07 || Estimated Time: 8:42:25
2023-07-26 23:54:39,145 semantic_segmentation INFO: Iters: 131310/150000 || Lr: 0.003069 || Task Loss: 0.1965 || KD Loss: 0.0314|| 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, 13:08:23 || Estimated Time: 8:42:08
2023-07-26 23:54:55,732 semantic_segmentation INFO: Iters: 131320/150000 || Lr: 0.003068 || Task Loss: 0.2821 || KD Loss: 0.0385|| 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, 13:08:40 || Estimated Time: 8:41:51
2023-07-26 23:55:12,331 semantic_segmentation INFO: Iters: 131330/150000 || Lr: 0.003066 || Task Loss: 0.2929 || KD Loss: 0.0238|| 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, 13:08:56 || Estimated Time: 8:41:34
2023-07-26 23:55:29,014 semantic_segmentation INFO: Iters: 131340/150000 || Lr: 0.003065 || Task Loss: 0.3552 || KD Loss: 0.0354|| 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, 13:09:13 || Estimated Time: 8:41:18
2023-07-26 23:55:45,576 semantic_segmentation INFO: Iters: 131350/150000 || Lr: 0.003063 || Task Loss: 0.3557 || KD Loss: 0.0600|| 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, 13:09:30 || Estimated Time: 8:41:01
2023-07-26 23:56:02,292 semantic_segmentation INFO: Iters: 131360/150000 || Lr: 0.003062 || Task Loss: 0.1976 || KD Loss: 0.0269|| 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, 13:09:46 || Estimated Time: 8:40:44
2023-07-26 23:56:18,824 semantic_segmentation INFO: Iters: 131370/150000 || Lr: 0.003060 || Task Loss: 0.2541 || KD Loss: 0.0374|| 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, 13:10:03 || Estimated Time: 8:40:27
2023-07-26 23:56:35,365 semantic_segmentation INFO: Iters: 131380/150000 || Lr: 0.003059 || Task Loss: 0.2623 || KD Loss: 0.0336|| 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, 13:10:19 || Estimated Time: 8:40:10
2023-07-26 23:56:51,897 semantic_segmentation INFO: Iters: 131390/150000 || Lr: 0.003057 || Task Loss: 0.2904 || KD Loss: 0.0344|| 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, 13:10:36 || Estimated Time: 8:39:54
2023-07-26 23:57:08,553 semantic_segmentation INFO: Iters: 131400/150000 || Lr: 0.003056 || Task Loss: 0.3527 || KD Loss: 0.0669|| 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, 13:10:53 || Estimated Time: 8:39:37
2023-07-26 23:57:25,119 semantic_segmentation INFO: Iters: 131410/150000 || Lr: 0.003054 || Task Loss: 0.3353 || KD Loss: 0.0484|| 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, 13:11:09 || Estimated Time: 8:39:20
2023-07-26 23:57:41,753 semantic_segmentation INFO: Iters: 131420/150000 || Lr: 0.003053 || Task Loss: 0.1881 || KD Loss: 0.0255|| 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, 13:11:26 || Estimated Time: 8:39:03
2023-07-26 23:57:58,278 semantic_segmentation INFO: Iters: 131430/150000 || Lr: 0.003051 || Task Loss: 0.3497 || KD Loss: 0.0439|| 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, 13:11:42 || Estimated Time: 8:38:46
2023-07-26 23:58:15,507 semantic_segmentation INFO: Iters: 131440/150000 || Lr: 0.003050 || Task Loss: 0.2278 || KD Loss: 0.0239|| 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, 13:11:59 || Estimated Time: 8:38:30
2023-07-26 23:58:31,998 semantic_segmentation INFO: Iters: 131450/150000 || Lr: 0.003048 || Task Loss: 0.2861 || KD Loss: 0.0265|| 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, 13:12:16 || Estimated Time: 8:38:13
2023-07-26 23:58:48,636 semantic_segmentation INFO: Iters: 131460/150000 || Lr: 0.003047 || Task Loss: 0.1973 || KD Loss: 0.0265|| 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, 13:12:33 || Estimated Time: 8:37:56
2023-07-26 23:59:05,241 semantic_segmentation INFO: Iters: 131470/150000 || Lr: 0.003045 || Task Loss: 0.4016 || KD Loss: 0.0657|| 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, 13:12:49 || Estimated Time: 8:37:39
2023-07-26 23:59:21,865 semantic_segmentation INFO: Iters: 131480/150000 || Lr: 0.003044 || Task Loss: 0.2753 || KD Loss: 0.0321|| 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, 13:13:06 || Estimated Time: 8:37:23
2023-07-26 23:59:38,447 semantic_segmentation INFO: Iters: 131490/150000 || Lr: 0.003043 || Task Loss: 0.3611 || KD Loss: 0.0465|| 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, 13:13:22 || Estimated Time: 8:37:06
2023-07-26 23:59:55,124 semantic_segmentation INFO: Iters: 131500/150000 || Lr: 0.003041 || Task Loss: 0.2558 || KD Loss: 0.0303|| 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, 13:13:39 || Estimated Time: 8:36:49
2023-07-27 00:00:11,730 semantic_segmentation INFO: Iters: 131510/150000 || Lr: 0.003040 || Task Loss: 0.2687 || KD Loss: 0.0628|| 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, 13:13:56 || Estimated Time: 8:36:32
2023-07-27 00:00:28,291 semantic_segmentation INFO: Iters: 131520/150000 || Lr: 0.003038 || Task Loss: 0.2686 || KD Loss: 0.0268|| 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, 13:14:12 || Estimated Time: 8:36:15
2023-07-27 00:00:44,925 semantic_segmentation INFO: Iters: 131530/150000 || Lr: 0.003037 || Task Loss: 0.3075 || KD Loss: 0.0437|| 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, 13:14:29 || Estimated Time: 8:35:59
2023-07-27 00:01:01,618 semantic_segmentation INFO: Iters: 131540/150000 || Lr: 0.003035 || Task Loss: 0.2605 || KD Loss: 0.0450|| 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, 13:14:46 || Estimated Time: 8:35:42
2023-07-27 00:01:18,209 semantic_segmentation INFO: Iters: 131550/150000 || Lr: 0.003034 || Task Loss: 0.2177 || KD Loss: 0.0349|| 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, 13:15:02 || Estimated Time: 8:35:25
2023-07-27 00:01:34,849 semantic_segmentation INFO: Iters: 131560/150000 || Lr: 0.003032 || Task Loss: 0.2545 || KD Loss: 0.0297|| 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, 13:15:19 || Estimated Time: 8:35:08
2023-07-27 00:01:51,430 semantic_segmentation INFO: Iters: 131570/150000 || Lr: 0.003031 || Task Loss: 0.2380 || KD Loss: 0.0375|| 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, 13:15:35 || Estimated Time: 8:34:52
2023-07-27 00:02:08,050 semantic_segmentation INFO: Iters: 131580/150000 || Lr: 0.003029 || Task Loss: 0.3016 || KD Loss: 0.0426|| 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, 13:15:52 || Estimated Time: 8:34:35
2023-07-27 00:02:24,700 semantic_segmentation INFO: Iters: 131590/150000 || Lr: 0.003028 || Task Loss: 0.2581 || KD Loss: 0.0513|| 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, 13:16:09 || Estimated Time: 8:34:18
2023-07-27 00:02:41,379 semantic_segmentation INFO: Iters: 131600/150000 || Lr: 0.003026 || Task Loss: 0.2143 || KD Loss: 0.0203|| 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, 13:16:25 || Estimated Time: 8:34:01
2023-07-27 00:02:57,961 semantic_segmentation INFO: Iters: 131610/150000 || Lr: 0.003025 || Task Loss: 0.2724 || KD Loss: 0.0296|| 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, 13:16:42 || Estimated Time: 8:33:44
2023-07-27 00:03:14,673 semantic_segmentation INFO: Iters: 131620/150000 || Lr: 0.003023 || Task Loss: 0.2989 || KD Loss: 0.0337|| 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, 13:16:59 || Estimated Time: 8:33:28
2023-07-27 00:03:31,499 semantic_segmentation INFO: Iters: 131630/150000 || Lr: 0.003022 || Task Loss: 0.1804 || KD Loss: 0.0342|| 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, 13:17:15 || Estimated Time: 8:33:11
2023-07-27 00:03:48,002 semantic_segmentation INFO: Iters: 131640/150000 || Lr: 0.003020 || Task Loss: 0.2880 || KD Loss: 0.0356|| 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, 13:17:32 || Estimated Time: 8:32:54
2023-07-27 00:04:04,566 semantic_segmentation INFO: Iters: 131650/150000 || Lr: 0.003019 || Task Loss: 0.1599 || KD Loss: 0.0289|| 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, 13:17:49 || Estimated Time: 8:32:37
2023-07-27 00:04:24,565 semantic_segmentation INFO: Iters: 131660/150000 || Lr: 0.003017 || Task Loss: 0.1764 || KD Loss: 0.0237|| 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, 13:18:09 || Estimated Time: 8:32:21
2023-07-27 00:04:41,639 semantic_segmentation INFO: Iters: 131670/150000 || Lr: 0.003016 || Task Loss: 0.2376 || KD Loss: 0.0409|| 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, 13:18:26 || Estimated Time: 8:32:04
2023-07-27 00:04:58,221 semantic_segmentation INFO: Iters: 131680/150000 || Lr: 0.003014 || Task Loss: 0.2196 || KD Loss: 0.0450|| 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, 13:18:42 || Estimated Time: 8:31:48
2023-07-27 00:05:14,832 semantic_segmentation INFO: Iters: 131690/150000 || Lr: 0.003013 || Task Loss: 0.3535 || KD Loss: 0.0412|| 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, 13:18:59 || Estimated Time: 8:31:31
2023-07-27 00:05:31,407 semantic_segmentation INFO: Iters: 131700/150000 || Lr: 0.003011 || Task Loss: 0.2695 || KD Loss: 0.0204|| 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, 13:19:15 || Estimated Time: 8:31:14
2023-07-27 00:05:47,991 semantic_segmentation INFO: Iters: 131710/150000 || Lr: 0.003010 || Task Loss: 0.3361 || KD Loss: 0.0311|| 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, 13:19:32 || Estimated Time: 8:30:57
2023-07-27 00:06:04,661 semantic_segmentation INFO: Iters: 131720/150000 || Lr: 0.003008 || Task Loss: 0.2617 || KD Loss: 0.0401|| 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, 13:19:49 || Estimated Time: 8:30:40
2023-07-27 00:06:21,577 semantic_segmentation INFO: Iters: 131730/150000 || Lr: 0.003007 || Task Loss: 0.2514 || KD Loss: 0.0276|| 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, 13:20:06 || Estimated Time: 8:30:24
2023-07-27 00:06:38,130 semantic_segmentation INFO: Iters: 131740/150000 || Lr: 0.003006 || Task Loss: 0.2426 || KD Loss: 0.0293|| 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, 13:20:22 || Estimated Time: 8:30:07
2023-07-27 00:06:54,750 semantic_segmentation INFO: Iters: 131750/150000 || Lr: 0.003004 || Task Loss: 0.4159 || KD Loss: 0.0368|| 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, 13:20:39 || Estimated Time: 8:29:50
2023-07-27 00:07:11,670 semantic_segmentation INFO: Iters: 131760/150000 || Lr: 0.003003 || Task Loss: 0.2531 || KD Loss: 0.0537|| 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, 13:20:56 || Estimated Time: 8:29:33
2023-07-27 00:07:28,540 semantic_segmentation INFO: Iters: 131770/150000 || Lr: 0.003001 || Task Loss: 0.2939 || KD Loss: 0.0327|| 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, 13:21:13 || Estimated Time: 8:29:17
2023-07-27 00:07:45,339 semantic_segmentation INFO: Iters: 131780/150000 || Lr: 0.003000 || Task Loss: 0.2482 || KD Loss: 0.0373|| 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, 13:21:29 || Estimated Time: 8:29:00
2023-07-27 00:08:01,936 semantic_segmentation INFO: Iters: 131790/150000 || Lr: 0.002998 || Task Loss: 0.1467 || KD Loss: 0.0230|| 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, 13:21:46 || Estimated Time: 8:28:43
2023-07-27 00:08:18,578 semantic_segmentation INFO: Iters: 131800/150000 || Lr: 0.002997 || Task Loss: 0.2600 || KD Loss: 0.0336|| 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, 13:22:03 || Estimated Time: 8:28:26
2023-07-27 00:08:35,297 semantic_segmentation INFO: Iters: 131810/150000 || Lr: 0.002995 || Task Loss: 0.2402 || KD Loss: 0.0301|| 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, 13:22:19 || Estimated Time: 8:28:09
2023-07-27 00:08:51,899 semantic_segmentation INFO: Iters: 131820/150000 || Lr: 0.002994 || Task Loss: 0.2475 || KD Loss: 0.0261|| 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, 13:22:36 || Estimated Time: 8:27:53
2023-07-27 00:09:08,494 semantic_segmentation INFO: Iters: 131830/150000 || Lr: 0.002992 || Task Loss: 0.3287 || KD Loss: 0.0365|| 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, 13:22:52 || Estimated Time: 8:27:36
2023-07-27 00:09:25,245 semantic_segmentation INFO: Iters: 131840/150000 || Lr: 0.002991 || Task Loss: 0.2588 || KD Loss: 0.0263|| 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, 13:23:09 || Estimated Time: 8:27:19
2023-07-27 00:09:41,885 semantic_segmentation INFO: Iters: 131850/150000 || Lr: 0.002989 || Task Loss: 0.2237 || KD Loss: 0.0295|| 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, 13:23:26 || Estimated Time: 8:27:02
2023-07-27 00:09:58,457 semantic_segmentation INFO: Iters: 131860/150000 || Lr: 0.002988 || Task Loss: 0.2899 || KD Loss: 0.0396|| 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, 13:23:42 || Estimated Time: 8:26:46
2023-07-27 00:10:15,176 semantic_segmentation INFO: Iters: 131870/150000 || Lr: 0.002986 || Task Loss: 0.2720 || KD Loss: 0.0389|| 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, 13:23:59 || Estimated Time: 8:26:29
2023-07-27 00:10:31,842 semantic_segmentation INFO: Iters: 131880/150000 || Lr: 0.002985 || Task Loss: 0.2302 || KD Loss: 0.0331|| 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, 13:24:16 || Estimated Time: 8:26:12
2023-07-27 00:10:48,439 semantic_segmentation INFO: Iters: 131890/150000 || Lr: 0.002983 || Task Loss: 0.2660 || KD Loss: 0.0509|| 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, 13:24:32 || Estimated Time: 8:25:55
2023-07-27 00:11:05,088 semantic_segmentation INFO: Iters: 131900/150000 || Lr: 0.002982 || Task Loss: 0.2222 || KD Loss: 0.0251|| 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, 13:24:49 || Estimated Time: 8:25:38
2023-07-27 00:11:21,799 semantic_segmentation INFO: Iters: 131910/150000 || Lr: 0.002980 || Task Loss: 0.2018 || KD Loss: 0.0465|| 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, 13:25:06 || Estimated Time: 8:25:22
2023-07-27 00:11:38,412 semantic_segmentation INFO: Iters: 131920/150000 || Lr: 0.002979 || Task Loss: 0.2092 || KD Loss: 0.0421|| 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, 13:25:22 || Estimated Time: 8:25:05
2023-07-27 00:11:54,988 semantic_segmentation INFO: Iters: 131930/150000 || Lr: 0.002977 || Task Loss: 0.2459 || 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, 13:25:39 || Estimated Time: 8:24:48
2023-07-27 00:12:11,687 semantic_segmentation INFO: Iters: 131940/150000 || Lr: 0.002976 || Task Loss: 0.2982 || KD Loss: 0.0253|| 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, 13:25:56 || Estimated Time: 8:24:31
2023-07-27 00:12:28,554 semantic_segmentation INFO: Iters: 131950/150000 || Lr: 0.002974 || Task Loss: 0.2686 || KD Loss: 0.0499|| 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, 13:26:13 || Estimated Time: 8:24:15
2023-07-27 00:12:45,113 semantic_segmentation INFO: Iters: 131960/150000 || Lr: 0.002973 || Task Loss: 0.2796 || KD Loss: 0.0494|| 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, 13:26:29 || Estimated Time: 8:23:58
2023-07-27 00:13:01,742 semantic_segmentation INFO: Iters: 131970/150000 || Lr: 0.002971 || Task Loss: 0.2381 || KD Loss: 0.0315|| 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, 13:26:46 || Estimated Time: 8:23:41
2023-07-27 00:13:18,342 semantic_segmentation INFO: Iters: 131980/150000 || Lr: 0.002970 || Task Loss: 0.1987 || KD Loss: 0.0267|| 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, 13:27:02 || Estimated Time: 8:23:24
2023-07-27 00:13:35,013 semantic_segmentation INFO: Iters: 131990/150000 || Lr: 0.002968 || Task Loss: 0.3286 || KD Loss: 0.0439|| 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, 13:27:19 || Estimated Time: 8:23:07
2023-07-27 00:13:51,627 semantic_segmentation INFO: Iters: 132000/150000 || Lr: 0.002967 || Task Loss: 0.2734 || KD Loss: 0.0322|| 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, 13:27:36 || Estimated Time: 8:22:51
2023-07-27 00:13:51,750 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:13:52,207 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-27 00:13:52,234 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.136
2023-07-27 00:13:52,247 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-27 00:13:52,260 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-27 00:13:52,273 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.240
2023-07-27 00:13:52,285 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.283
2023-07-27 00:13:52,298 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.327
2023-07-27 00:13:52,312 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.334
2023-07-27 00:13:52,324 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.374
2023-07-27 00:13:52,337 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.420
2023-07-27 00:13:52,351 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.468
2023-07-27 00:13:52,365 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.514
2023-07-27 00:13:52,377 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.503
2023-07-27 00:13:52,390 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.487
2023-07-27 00:13:52,404 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.485
2023-07-27 00:13:52,416 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.481
2023-07-27 00:13:52,426 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.466
2023-07-27 00:13:52,438 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.467
2023-07-27 00:13:52,452 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.464
2023-07-27 00:13:52,467 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.522
2023-07-27 00:13:52,481 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.524
2023-07-27 00:13:52,495 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.530
2023-07-27 00:13:52,508 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-27 00:13:52,523 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.563
2023-07-27 00:13:52,538 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-27 00:13:52,551 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.562
2023-07-27 00:13:52,565 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.567
2023-07-27 00:13:52,575 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.568
2023-07-27 00:13:52,590 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.557
2023-07-27 00:13:52,604 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.558
2023-07-27 00:13:52,616 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.558
2023-07-27 00:13:52,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.558
2023-07-27 00:13:52,645 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.568
2023-07-27 00:13:52,659 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.563
2023-07-27 00:13:52,673 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.593
2023-07-27 00:13:52,688 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.594
2023-07-27 00:13:52,700 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.594
2023-07-27 00:13:52,713 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.639
2023-07-27 00:13:52,729 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.642
2023-07-27 00:13:52,741 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.641
2023-07-27 00:13:52,754 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.660
2023-07-27 00:13:52,767 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.659
2023-07-27 00:13:52,781 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.655
2023-07-27 00:13:52,794 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.655
2023-07-27 00:13:52,808 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.667
2023-07-27 00:13:52,822 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.672
2023-07-27 00:13:52,835 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.675
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2023-07-27 00:13:52,917 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-27 00:13:52,931 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.672
2023-07-27 00:13:52,946 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.678
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2023-07-27 00:13:52,973 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.673
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2023-07-27 00:13:53,001 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.674
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2023-07-27 00:13:53,126 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.762
2023-07-27 00:13:53,141 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.762
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2023-07-27 00:13:53,170 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.780
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2023-07-27 00:13:53,257 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 00:13:53,266 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 00:13:53,282 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.774
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2023-07-27 00:13:53,311 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.774
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2023-07-27 00:13:53,357 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.767
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2023-07-27 00:13:53,403 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.767
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2023-07-27 00:13:53,491 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.771
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2023-07-27 00:13:53,805 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.950, mIoU: 0.770
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2023-07-27 00:13:58,399 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-27 00:13:59,438 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.938, mIoU: 0.732
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2023-07-27 00:13:59,499 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.726
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2023-07-27 00:13:59,729 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:13:59,813 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-27 00:13:59,874 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:13:59,918 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:14:01,160 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-27 00:14:01,176 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:01,186 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.939, mIoU: 0.741
2023-07-27 00:14:01,199 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 00:14:01,213 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 00:14:01,226 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,240 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,252 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,265 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,279 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:14:01,294 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:14:01,308 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,323 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,335 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,349 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,361 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,375 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,390 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:14:01,404 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,418 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:14:01,432 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:14:01,446 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:14:01,459 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:14:01,473 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:14:01,487 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,499 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,512 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,525 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 00:14:01,540 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,554 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,567 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,581 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,596 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,611 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,623 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,636 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,643 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:14:01,658 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 00:14:01,673 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,688 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 00:14:01,703 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,718 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:01,732 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,748 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,762 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,775 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,789 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,803 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,818 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,834 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,847 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,860 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,874 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:01,888 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:01,901 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 00:14:01,914 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:01,927 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 00:14:01,941 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 00:14:01,957 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 00:14:01,968 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 00:14:01,982 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:01,995 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,006 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,021 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,035 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,050 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,065 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,080 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,095 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,108 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,123 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,138 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,155 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,170 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,185 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:14:02,201 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:14:02,214 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:14:02,227 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:14:02,240 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,254 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,271 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,283 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,296 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,311 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,326 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,341 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,355 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,370 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,383 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:02,397 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,410 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,423 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,438 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,451 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,467 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,480 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,496 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,511 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,524 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,537 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,552 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,567 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:02,582 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:02,597 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:02,609 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:02,621 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,635 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,648 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:02,663 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:02,679 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,692 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,707 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,720 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,735 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,749 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:02,762 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,775 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,789 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:02,804 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:02,817 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:02,832 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,848 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,863 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:14:02,877 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,892 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,907 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,924 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,937 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,951 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,964 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,980 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:02,992 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:03,005 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:03,020 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,035 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:14:03,048 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:14:03,063 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:14:03,078 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,093 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,108 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,121 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,133 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,146 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,159 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,171 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,184 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,199 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,212 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,224 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,238 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,254 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,269 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,285 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,298 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:03,311 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:14:03,326 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:03,341 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:03,357 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:03,373 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:03,386 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:03,399 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,411 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,427 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,442 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,456 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,469 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,480 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,492 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,506 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,521 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,533 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,547 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,560 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,574 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,587 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,601 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,613 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,627 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,641 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,654 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:14:03,669 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,684 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,699 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,714 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,728 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,743 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,757 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,771 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,786 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,800 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,813 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,826 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,839 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,855 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,869 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,887 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:03,903 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,915 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,929 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,945 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,960 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,974 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:03,989 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,004 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,017 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,032 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,048 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,062 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,076 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,087 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,105 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,119 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,134 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,146 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,161 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:04,175 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,190 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,204 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,217 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,231 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,244 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,258 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,272 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,285 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,301 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,314 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,329 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,344 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,359 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:04,374 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,389 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,404 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,418 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,434 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,449 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,464 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,479 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,488 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,502 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,515 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,530 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,545 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,560 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,573 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,587 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:04,601 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,615 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:04,631 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,646 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,658 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,673 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,688 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,703 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,716 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,731 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,746 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:04,762 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,775 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,790 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,805 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,818 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,832 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,847 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,860 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,875 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,890 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,904 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:04,919 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:04,934 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:04,948 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,963 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,977 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:04,990 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,002 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,017 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,029 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,042 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,056 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,070 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,085 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,100 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,113 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,126 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,142 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,157 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,169 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,184 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,197 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,212 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,226 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,242 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,256 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,271 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,280 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,295 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,311 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,323 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,337 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,352 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,366 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,380 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,394 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,409 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,424 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,438 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,452 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,468 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,484 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,496 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,511 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,525 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 00:14:05,539 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,552 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,566 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,581 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,596 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,603 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,616 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,629 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:05,641 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,652 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,667 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:05,681 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,696 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:14:05,708 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,722 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,738 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,750 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,765 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,778 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:14:05,793 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:14:05,808 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,823 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,838 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,850 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,864 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,880 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,897 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,912 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,927 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,939 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,949 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,960 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:05,973 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,984 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:05,999 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:06,011 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:06,025 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:06,040 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:06,055 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:06,069 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:06,083 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:14:06,098 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:14:06,112 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,128 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,142 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,156 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,171 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,187 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,200 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,213 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,227 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,240 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,256 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,269 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,283 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,298 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,316 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,331 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,343 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,358 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,373 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,388 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,402 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,415 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,427 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,441 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,456 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,470 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:14:06,485 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:14:06,500 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:14:06,516 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:14:06,531 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,546 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,559 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,574 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,585 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,598 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,613 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,625 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,640 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,655 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,671 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,686 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,702 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,717 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,732 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,744 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,759 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,772 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,787 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,802 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,815 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,830 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,842 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,857 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,871 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,887 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,902 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:14:06,917 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,930 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,942 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,957 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,970 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,983 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:06,999 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,014 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,029 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,042 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,054 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,070 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,085 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,101 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,114 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,127 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,142 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,156 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,171 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:14:07,186 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,200 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,215 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,229 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,243 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,258 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,272 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,286 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:14:07,301 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,313 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,328 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,342 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,358 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,371 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:14:07,386 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:14:07,401 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,417 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,430 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,445 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,460 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,474 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,490 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,505 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:14:07,520 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:14:07,533 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:14:07,548 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:14:07,563 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 00:14:07,667 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 00:14:07,707 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:07,721 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:14:07,735 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 00:14:07,868 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:07,881 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:07,894 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:14:07,909 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:14:07,941 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:14:07,999 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:14:09,214 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,225 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,240 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,254 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,265 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,279 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,294 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,308 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,321 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,333 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,347 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,360 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,375 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,388 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,404 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,416 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,429 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,444 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,459 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,474 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,489 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,505 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,518 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,533 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,547 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:14:09,562 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,577 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,589 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,602 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,617 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,632 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,647 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,659 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,672 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,686 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,701 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:09,713 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,727 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,741 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,756 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,771 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,785 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,800 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,816 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,831 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,846 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,861 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,874 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:09,889 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:09,904 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:09,919 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:09,934 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:09,949 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:09,966 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:09,980 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:09,995 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,009 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,024 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:14:10,038 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,052 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,067 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,081 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,093 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,106 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,120 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,134 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,147 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,161 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,176 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,189 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,204 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:10,218 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,232 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,246 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:10,259 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:10,271 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:10,284 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:14:10,297 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,309 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,324 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,338 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,351 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,364 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,379 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,390 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,403 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,418 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,434 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,448 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,463 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,476 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,491 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,506 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,519 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,534 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,549 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,565 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,578 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,593 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,608 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,622 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,636 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,649 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,663 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,678 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,692 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,707 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,719 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,733 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,748 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,762 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,777 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,791 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,805 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,820 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,830 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,844 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,857 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,870 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:14:10,888 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,903 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,917 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,929 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,942 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,956 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:10,972 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:10,987 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,001 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,016 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,028 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,043 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,058 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,071 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,085 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,099 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,112 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:14:11,126 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,137 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,152 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:14:11,181 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,196 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,208 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,221 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,235 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:14:11,250 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:11,264 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:11,277 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:11,290 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:14:11,411 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:14:11,546 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:14:11,601 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 00:14:11,678 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 00:14:11,821 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:14:11,836 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 00:14:11,905 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,919 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,934 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,948 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,963 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,975 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:11,991 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,005 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,019 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,033 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,047 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,063 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,078 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,091 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,106 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,119 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,134 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,149 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,164 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,179 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,195 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,210 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,220 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,234 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,249 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,264 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,278 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,292 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,307 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,317 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,327 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,343 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,357 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,371 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,385 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,399 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,413 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,426 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,440 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,454 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,468 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,482 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,495 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,510 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,524 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,539 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,552 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,567 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,582 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:14:12,596 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,612 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,625 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,639 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,653 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:12,669 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:14:29,177 semantic_segmentation INFO: Iters: 132010/150000 || Lr: 0.002965 || Task Loss: 0.2302 || KD Loss: 0.0322|| 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, 13:28:13 || Estimated Time: 8:22:37
2023-07-27 00:14:46,073 semantic_segmentation INFO: Iters: 132020/150000 || Lr: 0.002964 || Task Loss: 0.4834 || KD Loss: 0.0556|| 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, 13:28:30 || Estimated Time: 8:22:20
2023-07-27 00:15:02,619 semantic_segmentation INFO: Iters: 132030/150000 || Lr: 0.002963 || Task Loss: 0.2157 || KD Loss: 0.0575|| 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, 13:28:47 || Estimated Time: 8:22:03
2023-07-27 00:15:19,349 semantic_segmentation INFO: Iters: 132040/150000 || Lr: 0.002961 || Task Loss: 0.2392 || KD Loss: 0.0341|| 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, 13:29:03 || Estimated Time: 8:21:46
2023-07-27 00:15:35,988 semantic_segmentation INFO: Iters: 132050/150000 || Lr: 0.002960 || Task Loss: 0.2516 || KD Loss: 0.0415|| 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, 13:29:20 || Estimated Time: 8:21:30
2023-07-27 00:15:52,688 semantic_segmentation INFO: Iters: 132060/150000 || Lr: 0.002958 || Task Loss: 0.2824 || KD Loss: 0.0250|| 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, 13:29:37 || Estimated Time: 8:21:13
2023-07-27 00:16:09,321 semantic_segmentation INFO: Iters: 132070/150000 || Lr: 0.002957 || Task Loss: 0.2968 || KD Loss: 0.0305|| 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, 13:29:53 || Estimated Time: 8:20:56
2023-07-27 00:16:26,014 semantic_segmentation INFO: Iters: 132080/150000 || Lr: 0.002955 || Task Loss: 0.2942 || KD Loss: 0.0381|| 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, 13:30:10 || Estimated Time: 8:20:39
2023-07-27 00:16:42,734 semantic_segmentation INFO: Iters: 132090/150000 || Lr: 0.002954 || Task Loss: 0.2917 || KD Loss: 0.0328|| 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, 13:30:27 || Estimated Time: 8:20:23
2023-07-27 00:16:59,502 semantic_segmentation INFO: Iters: 132100/150000 || Lr: 0.002952 || Task Loss: 0.2367 || KD Loss: 0.0380|| 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, 13:30:43 || Estimated Time: 8:20:06
2023-07-27 00:17:16,104 semantic_segmentation INFO: Iters: 132110/150000 || Lr: 0.002951 || Task Loss: 0.1960 || KD Loss: 0.0271|| 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, 13:31:00 || Estimated Time: 8:19:49
2023-07-27 00:17:32,807 semantic_segmentation INFO: Iters: 132120/150000 || Lr: 0.002949 || Task Loss: 0.2125 || KD Loss: 0.0221|| 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, 13:31:17 || Estimated Time: 8:19:32
2023-07-27 00:17:49,481 semantic_segmentation INFO: Iters: 132130/150000 || Lr: 0.002948 || Task Loss: 0.2216 || KD Loss: 0.0415|| 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, 13:31:33 || Estimated Time: 8:19:16
2023-07-27 00:18:06,156 semantic_segmentation INFO: Iters: 132140/150000 || Lr: 0.002946 || Task Loss: 0.2103 || KD Loss: 0.0364|| 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, 13:31:50 || Estimated Time: 8:18:59
2023-07-27 00:18:23,089 semantic_segmentation INFO: Iters: 132150/150000 || Lr: 0.002945 || Task Loss: 0.2580 || KD Loss: 0.0291|| 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, 13:32:07 || Estimated Time: 8:18:42
2023-07-27 00:18:39,660 semantic_segmentation INFO: Iters: 132160/150000 || Lr: 0.002943 || Task Loss: 0.3799 || KD Loss: 0.1172|| 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, 13:32:24 || Estimated Time: 8:18:25
2023-07-27 00:18:56,371 semantic_segmentation INFO: Iters: 132170/150000 || Lr: 0.002942 || Task Loss: 0.2634 || KD Loss: 0.0425|| 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, 13:32:40 || Estimated Time: 8:18:08
2023-07-27 00:19:13,046 semantic_segmentation INFO: Iters: 132180/150000 || Lr: 0.002940 || Task Loss: 0.2786 || KD Loss: 0.0427|| 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, 13:32:57 || Estimated Time: 8:17:52
2023-07-27 00:19:29,820 semantic_segmentation INFO: Iters: 132190/150000 || Lr: 0.002939 || Task Loss: 0.3811 || KD Loss: 0.0419|| 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, 13:33:14 || Estimated Time: 8:17:35
2023-07-27 00:19:46,408 semantic_segmentation INFO: Iters: 132200/150000 || Lr: 0.002937 || Task Loss: 0.2421 || KD Loss: 0.0311|| 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, 13:33:30 || Estimated Time: 8:17:18
2023-07-27 00:20:03,114 semantic_segmentation INFO: Iters: 132210/150000 || Lr: 0.002936 || Task Loss: 0.3682 || KD Loss: 0.0364|| 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, 13:33:47 || Estimated Time: 8:17:01
2023-07-27 00:20:19,807 semantic_segmentation INFO: Iters: 132220/150000 || Lr: 0.002934 || Task Loss: 0.2231 || KD Loss: 0.0293|| 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, 13:34:04 || Estimated Time: 8:16:45
2023-07-27 00:20:36,532 semantic_segmentation INFO: Iters: 132230/150000 || Lr: 0.002933 || Task Loss: 0.2809 || KD Loss: 0.0547|| 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, 13:34:21 || Estimated Time: 8:16:28
2023-07-27 00:20:53,410 semantic_segmentation INFO: Iters: 132240/150000 || Lr: 0.002931 || Task Loss: 0.2144 || KD Loss: 0.0288|| 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, 13:34:37 || Estimated Time: 8:16:11
2023-07-27 00:21:09,987 semantic_segmentation INFO: Iters: 132250/150000 || Lr: 0.002930 || Task Loss: 0.2186 || KD Loss: 0.0310|| 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, 13:34:54 || Estimated Time: 8:15:54
2023-07-27 00:21:26,604 semantic_segmentation INFO: Iters: 132260/150000 || Lr: 0.002928 || Task Loss: 0.2153 || KD Loss: 0.0242|| 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, 13:35:11 || Estimated Time: 8:15:37
2023-07-27 00:21:43,364 semantic_segmentation INFO: Iters: 132270/150000 || Lr: 0.002927 || Task Loss: 0.2827 || KD Loss: 0.0397|| 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, 13:35:27 || Estimated Time: 8:15:21
2023-07-27 00:21:59,998 semantic_segmentation INFO: Iters: 132280/150000 || Lr: 0.002925 || Task Loss: 0.2348 || KD Loss: 0.0312|| 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, 13:35:44 || Estimated Time: 8:15:04
2023-07-27 00:22:16,745 semantic_segmentation INFO: Iters: 132290/150000 || Lr: 0.002924 || Task Loss: 0.2851 || KD Loss: 0.0486|| 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, 13:36:01 || Estimated Time: 8:14:47
2023-07-27 00:22:33,397 semantic_segmentation INFO: Iters: 132300/150000 || Lr: 0.002922 || Task Loss: 0.2583 || KD Loss: 0.0298|| 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, 13:36:17 || Estimated Time: 8:14:30
2023-07-27 00:22:50,331 semantic_segmentation INFO: Iters: 132310/150000 || Lr: 0.002921 || Task Loss: 0.2041 || KD Loss: 0.0385|| 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, 13:36:34 || Estimated Time: 8:14:14
2023-07-27 00:23:06,917 semantic_segmentation INFO: Iters: 132320/150000 || Lr: 0.002919 || Task Loss: 0.2489 || KD Loss: 0.0362|| 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, 13:36:51 || Estimated Time: 8:13:57
2023-07-27 00:23:23,609 semantic_segmentation INFO: Iters: 132330/150000 || Lr: 0.002918 || Task Loss: 0.1683 || KD Loss: 0.0278|| 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, 13:37:08 || Estimated Time: 8:13:40
2023-07-27 00:23:40,320 semantic_segmentation INFO: Iters: 132340/150000 || Lr: 0.002916 || Task Loss: 0.2831 || KD Loss: 0.0370|| 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, 13:37:24 || Estimated Time: 8:13:23
2023-07-27 00:23:57,311 semantic_segmentation INFO: Iters: 132350/150000 || Lr: 0.002915 || Task Loss: 0.2118 || KD Loss: 0.0247|| 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, 13:37:41 || Estimated Time: 8:13:07
2023-07-27 00:24:13,907 semantic_segmentation INFO: Iters: 132360/150000 || Lr: 0.002914 || Task Loss: 0.1661 || KD Loss: 0.0356|| 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, 13:37:58 || Estimated Time: 8:12:50
2023-07-27 00:24:30,571 semantic_segmentation INFO: Iters: 132370/150000 || Lr: 0.002912 || Task Loss: 0.2311 || KD Loss: 0.0380|| 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, 13:38:15 || Estimated Time: 8:12:33
2023-07-27 00:24:47,218 semantic_segmentation INFO: Iters: 132380/150000 || Lr: 0.002911 || Task Loss: 0.2176 || KD Loss: 0.0290|| 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, 13:38:31 || Estimated Time: 8:12:16
2023-07-27 00:25:04,057 semantic_segmentation INFO: Iters: 132390/150000 || Lr: 0.002909 || Task Loss: 0.2123 || KD Loss: 0.0272|| 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, 13:38:48 || Estimated Time: 8:11:59
2023-07-27 00:25:20,747 semantic_segmentation INFO: Iters: 132400/150000 || Lr: 0.002908 || Task Loss: 0.2325 || KD Loss: 0.0294|| 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, 13:39:05 || Estimated Time: 8:11:43
2023-07-27 00:25:37,448 semantic_segmentation INFO: Iters: 132410/150000 || Lr: 0.002906 || Task Loss: 0.2634 || KD Loss: 0.0329|| 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, 13:39:21 || Estimated Time: 8:11:26
2023-07-27 00:25:54,095 semantic_segmentation INFO: Iters: 132420/150000 || Lr: 0.002905 || Task Loss: 0.2519 || KD Loss: 0.0287|| 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, 13:39:38 || Estimated Time: 8:11:09
2023-07-27 00:26:10,741 semantic_segmentation INFO: Iters: 132430/150000 || Lr: 0.002903 || Task Loss: 0.2783 || KD Loss: 0.0557|| 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, 13:39:55 || Estimated Time: 8:10:52
2023-07-27 00:26:27,426 semantic_segmentation INFO: Iters: 132440/150000 || Lr: 0.002902 || Task Loss: 0.2562 || KD Loss: 0.0423|| 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, 13:40:11 || Estimated Time: 8:10:36
2023-07-27 00:26:44,117 semantic_segmentation INFO: Iters: 132450/150000 || Lr: 0.002900 || Task Loss: 0.2997 || KD Loss: 0.0342|| 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, 13:40:28 || Estimated Time: 8:10:19
2023-07-27 00:27:00,816 semantic_segmentation INFO: Iters: 132460/150000 || Lr: 0.002899 || Task Loss: 0.2279 || KD Loss: 0.0375|| 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, 13:40:45 || Estimated Time: 8:10:02
2023-07-27 00:27:17,401 semantic_segmentation INFO: Iters: 132470/150000 || Lr: 0.002897 || Task Loss: 0.2001 || KD Loss: 0.0297|| 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, 13:41:01 || Estimated Time: 8:09:45
2023-07-27 00:27:34,140 semantic_segmentation INFO: Iters: 132480/150000 || Lr: 0.002896 || Task Loss: 0.1922 || KD Loss: 0.0373|| 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, 13:41:18 || Estimated Time: 8:09:29
2023-07-27 00:27:50,775 semantic_segmentation INFO: Iters: 132490/150000 || Lr: 0.002894 || Task Loss: 0.2711 || KD Loss: 0.0561|| 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, 13:41:35 || Estimated Time: 8:09:12
2023-07-27 00:28:07,367 semantic_segmentation INFO: Iters: 132500/150000 || Lr: 0.002893 || Task Loss: 0.2427 || KD Loss: 0.0247|| 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, 13:41:51 || Estimated Time: 8:08:55
2023-07-27 00:28:26,684 semantic_segmentation INFO: Iters: 132510/150000 || Lr: 0.002891 || Task Loss: 0.1915 || KD Loss: 0.0166|| 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, 13:42:11 || Estimated Time: 8:08:39
2023-07-27 00:28:44,367 semantic_segmentation INFO: Iters: 132520/150000 || Lr: 0.002890 || Task Loss: 0.3015 || KD Loss: 0.0407|| 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, 13:42:28 || Estimated Time: 8:08:22
2023-07-27 00:29:00,956 semantic_segmentation INFO: Iters: 132530/150000 || Lr: 0.002888 || Task Loss: 0.2131 || KD Loss: 0.0561|| 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, 13:42:45 || Estimated Time: 8:08:05
2023-07-27 00:29:17,605 semantic_segmentation INFO: Iters: 132540/150000 || Lr: 0.002887 || Task Loss: 0.2101 || KD Loss: 0.0351|| 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, 13:43:02 || Estimated Time: 8:07:48
2023-07-27 00:29:34,210 semantic_segmentation INFO: Iters: 132550/150000 || Lr: 0.002885 || Task Loss: 0.1918 || KD Loss: 0.0249|| 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, 13:43:18 || Estimated Time: 8:07:32
2023-07-27 00:29:51,001 semantic_segmentation INFO: Iters: 132560/150000 || Lr: 0.002884 || Task Loss: 0.2419 || KD Loss: 0.0323|| 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, 13:43:35 || Estimated Time: 8:07:15
2023-07-27 00:30:07,582 semantic_segmentation INFO: Iters: 132570/150000 || Lr: 0.002882 || Task Loss: 0.2245 || KD Loss: 0.0496|| 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, 13:43:52 || Estimated Time: 8:06:58
2023-07-27 00:30:24,327 semantic_segmentation INFO: Iters: 132580/150000 || Lr: 0.002881 || Task Loss: 0.3368 || KD Loss: 0.0351|| 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, 13:44:08 || Estimated Time: 8:06:41
2023-07-27 00:30:40,906 semantic_segmentation INFO: Iters: 132590/150000 || Lr: 0.002879 || Task Loss: 0.3634 || KD Loss: 0.0346|| 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, 13:44:25 || Estimated Time: 8:06:24
2023-07-27 00:30:57,602 semantic_segmentation INFO: Iters: 132600/150000 || Lr: 0.002878 || Task Loss: 0.3716 || KD Loss: 0.0894|| 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, 13:44:42 || Estimated Time: 8:06:08
2023-07-27 00:31:14,230 semantic_segmentation INFO: Iters: 132610/150000 || Lr: 0.002876 || Task Loss: 0.1895 || KD Loss: 0.0293|| 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, 13:44:58 || Estimated Time: 8:05:51
2023-07-27 00:31:30,928 semantic_segmentation INFO: Iters: 132620/150000 || Lr: 0.002875 || Task Loss: 0.2756 || KD Loss: 0.0280|| 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, 13:45:15 || Estimated Time: 8:05:34
2023-07-27 00:31:47,532 semantic_segmentation INFO: Iters: 132630/150000 || Lr: 0.002873 || Task Loss: 0.2047 || KD Loss: 0.0274|| 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, 13:45:32 || Estimated Time: 8:05:17
2023-07-27 00:32:04,182 semantic_segmentation INFO: Iters: 132640/150000 || Lr: 0.002872 || Task Loss: 0.2380 || KD Loss: 0.0360|| 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, 13:45:48 || Estimated Time: 8:05:01
2023-07-27 00:32:20,901 semantic_segmentation INFO: Iters: 132650/150000 || Lr: 0.002870 || Task Loss: 0.2328 || KD Loss: 0.0306|| 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, 13:46:05 || Estimated Time: 8:04:44
2023-07-27 00:32:37,493 semantic_segmentation INFO: Iters: 132660/150000 || Lr: 0.002869 || Task Loss: 0.1760 || KD Loss: 0.0196|| 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, 13:46:21 || Estimated Time: 8:04:27
2023-07-27 00:32:54,083 semantic_segmentation INFO: Iters: 132670/150000 || Lr: 0.002867 || Task Loss: 0.1998 || KD Loss: 0.0251|| 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, 13:46:38 || Estimated Time: 8:04:10
2023-07-27 00:33:10,816 semantic_segmentation INFO: Iters: 132680/150000 || Lr: 0.002866 || Task Loss: 0.2587 || KD Loss: 0.0388|| 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, 13:46:55 || Estimated Time: 8:03:53
2023-07-27 00:33:27,449 semantic_segmentation INFO: Iters: 132690/150000 || Lr: 0.002864 || Task Loss: 0.2220 || KD Loss: 0.0310|| 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, 13:47:11 || Estimated Time: 8:03:37
2023-07-27 00:33:44,650 semantic_segmentation INFO: Iters: 132700/150000 || Lr: 0.002863 || Task Loss: 0.3005 || KD Loss: 0.0355|| 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, 13:47:29 || Estimated Time: 8:03:20
2023-07-27 00:34:01,199 semantic_segmentation INFO: Iters: 132710/150000 || Lr: 0.002861 || Task Loss: 0.2795 || KD Loss: 0.0337|| 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, 13:47:45 || Estimated Time: 8:03:03
2023-07-27 00:34:17,904 semantic_segmentation INFO: Iters: 132720/150000 || Lr: 0.002860 || Task Loss: 0.3154 || KD Loss: 0.0522|| 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, 13:48:02 || Estimated Time: 8:02:46
2023-07-27 00:34:34,635 semantic_segmentation INFO: Iters: 132730/150000 || Lr: 0.002858 || Task Loss: 0.3753 || KD Loss: 0.0651|| 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, 13:48:19 || Estimated Time: 8:02:30
2023-07-27 00:34:51,265 semantic_segmentation INFO: Iters: 132740/150000 || Lr: 0.002857 || Task Loss: 0.2175 || KD Loss: 0.0373|| 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, 13:48:35 || Estimated Time: 8:02:13
2023-07-27 00:35:08,030 semantic_segmentation INFO: Iters: 132750/150000 || Lr: 0.002855 || Task Loss: 0.1965 || KD Loss: 0.0200|| 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, 13:48:52 || Estimated Time: 8:01:56
2023-07-27 00:35:24,644 semantic_segmentation INFO: Iters: 132760/150000 || Lr: 0.002854 || Task Loss: 0.1998 || KD Loss: 0.0291|| 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, 13:49:09 || Estimated Time: 8:01:39
2023-07-27 00:35:41,316 semantic_segmentation INFO: Iters: 132770/150000 || Lr: 0.002853 || Task Loss: 0.2290 || KD Loss: 0.0293|| 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, 13:49:25 || Estimated Time: 8:01:23
2023-07-27 00:35:58,000 semantic_segmentation INFO: Iters: 132780/150000 || Lr: 0.002851 || Task Loss: 0.3364 || KD Loss: 0.0446|| 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, 13:49:42 || Estimated Time: 8:01:06
2023-07-27 00:36:14,642 semantic_segmentation INFO: Iters: 132790/150000 || Lr: 0.002850 || Task Loss: 0.1801 || KD Loss: 0.0286|| 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, 13:49:59 || Estimated Time: 8:00:49
2023-07-27 00:36:31,374 semantic_segmentation INFO: Iters: 132800/150000 || Lr: 0.002848 || Task Loss: 0.2245 || KD Loss: 0.0359|| 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, 13:50:15 || Estimated Time: 8:00:32
2023-07-27 00:36:31,486 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:36:31,935 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-27 00:36:31,948 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.135
2023-07-27 00:36:31,960 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.168
2023-07-27 00:36:31,974 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.168
2023-07-27 00:36:31,987 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.243
2023-07-27 00:36:31,999 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.286
2023-07-27 00:36:32,012 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.331
2023-07-27 00:36:32,026 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.336
2023-07-27 00:36:32,038 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.377
2023-07-27 00:36:32,052 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.415
2023-07-27 00:36:32,065 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.457
2023-07-27 00:36:32,080 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.503
2023-07-27 00:36:32,092 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.501
2023-07-27 00:36:32,106 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.485
2023-07-27 00:36:32,120 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.484
2023-07-27 00:36:32,132 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.481
2023-07-27 00:36:32,143 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.468
2023-07-27 00:36:32,155 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.468
2023-07-27 00:36:32,169 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.464
2023-07-27 00:36:32,184 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.522
2023-07-27 00:36:32,197 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.524
2023-07-27 00:36:32,212 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.530
2023-07-27 00:36:32,226 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.569
2023-07-27 00:36:32,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.569
2023-07-27 00:36:32,257 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.568
2023-07-27 00:36:32,271 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.584
2023-07-27 00:36:32,285 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.585
2023-07-27 00:36:32,296 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.587
2023-07-27 00:36:32,311 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.574
2023-07-27 00:36:32,326 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.574
2023-07-27 00:36:32,339 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-27 00:36:32,355 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.575
2023-07-27 00:36:32,369 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.585
2023-07-27 00:36:32,383 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-27 00:36:32,398 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.622
2023-07-27 00:36:32,412 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.623
2023-07-27 00:36:32,425 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.623
2023-07-27 00:36:32,438 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 00:36:32,454 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 00:36:32,467 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.667
2023-07-27 00:36:32,480 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 00:36:32,495 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-27 00:36:32,509 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-27 00:36:32,522 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.677
2023-07-27 00:36:32,538 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 00:36:32,553 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-27 00:36:32,566 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 00:36:32,579 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 00:36:32,593 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 00:36:32,609 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 00:36:32,624 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.684
2023-07-27 00:36:32,639 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.684
2023-07-27 00:36:32,652 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.681
2023-07-27 00:36:32,667 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-27 00:36:32,682 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 00:36:32,696 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 00:36:32,711 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.683
2023-07-27 00:36:32,728 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.683
2023-07-27 00:36:32,742 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-27 00:36:32,757 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-27 00:36:32,771 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-27 00:36:32,788 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-27 00:36:32,801 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-27 00:36:32,819 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-27 00:36:32,832 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-27 00:36:32,847 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-27 00:36:32,862 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.722
2023-07-27 00:36:32,875 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.768
2023-07-27 00:36:32,890 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.955, mIoU: 0.768
2023-07-27 00:36:32,905 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.762
2023-07-27 00:36:32,920 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.781
2023-07-27 00:36:32,934 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.955, mIoU: 0.781
2023-07-27 00:36:32,949 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.781
2023-07-27 00:36:32,964 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.955, mIoU: 0.780
2023-07-27 00:36:32,978 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.955, mIoU: 0.782
2023-07-27 00:36:32,993 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.956, mIoU: 0.782
2023-07-27 00:36:33,007 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.777
2023-07-27 00:36:33,016 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-27 00:36:33,032 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 00:36:33,048 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 00:36:33,061 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,075 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,090 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 00:36:33,105 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 00:36:33,121 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 00:36:33,136 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 00:36:33,151 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 00:36:33,166 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:36:33,180 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-27 00:36:33,193 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-27 00:36:33,208 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:33,224 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 00:36:33,239 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 00:36:33,253 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-27 00:36:33,268 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 00:36:33,283 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 00:36:33,296 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 00:36:33,308 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 00:36:33,323 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 00:36:33,336 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 00:36:33,350 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,364 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,377 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 00:36:33,391 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 00:36:33,405 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 00:36:33,417 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 00:36:33,432 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:33,447 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 00:36:33,459 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:33,472 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,485 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,498 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 00:36:33,513 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 00:36:33,528 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 00:36:33,543 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-27 00:36:33,556 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-27 00:36:33,570 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-27 00:36:33,585 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 00:36:33,598 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-27 00:36:33,612 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 00:36:33,627 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,640 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.951, mIoU: 0.772
2023-07-27 00:36:33,653 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,669 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,684 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,692 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,704 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,720 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,729 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-27 00:36:33,742 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:36:33,757 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:36:33,772 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.952, mIoU: 0.777
2023-07-27 00:36:33,785 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.953, mIoU: 0.777
2023-07-27 00:36:33,801 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.953, mIoU: 0.778
2023-07-27 00:36:33,814 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.953, mIoU: 0.778
2023-07-27 00:36:33,827 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.953, mIoU: 0.778
2023-07-27 00:36:33,842 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,855 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,870 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 00:36:33,883 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,897 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 00:36:33,912 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-27 00:36:33,927 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-27 00:36:33,943 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.952, mIoU: 0.775
2023-07-27 00:36:33,957 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:36:33,971 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.952, mIoU: 0.774
2023-07-27 00:36:33,986 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.952, mIoU: 0.778
2023-07-27 00:36:33,999 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 00:36:34,010 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-27 00:36:34,025 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.951, mIoU: 0.785
2023-07-27 00:36:34,039 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-27 00:36:34,052 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-27 00:36:34,066 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-27 00:36:34,078 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 00:36:34,091 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 00:36:34,105 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 00:36:34,120 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 00:36:34,135 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 00:36:34,150 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 00:36:34,164 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 00:36:34,179 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:34,193 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:34,206 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 00:36:34,221 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 00:36:34,233 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 00:36:34,246 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.949, mIoU: 0.771
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2023-07-27 00:36:37,023 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-27 00:36:37,366 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:36:39,778 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 00:36:39,942 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:39,958 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 00:36:39,983 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:39,998 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,011 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 00:36:40,095 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,107 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,120 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,134 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 00:36:40,178 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,192 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,205 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,219 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,234 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 00:36:40,261 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,276 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,291 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,305 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,320 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,331 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,346 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,361 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 00:36:40,389 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,404 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,416 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,431 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:36:40,445 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-27 00:36:40,473 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,488 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-27 00:36:40,518 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,532 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,547 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,562 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:40,577 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,591 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,605 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:40,618 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,633 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,648 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,662 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,675 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,690 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,703 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,718 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,732 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:40,747 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,762 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,776 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,791 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:40,804 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:40,818 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 00:36:40,832 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 00:36:40,847 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 00:36:40,866 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 00:36:40,882 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 00:36:40,898 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 00:36:40,908 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:40,922 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,937 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,950 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,965 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:40,978 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:40,991 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:41,006 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:41,022 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:41,037 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:41,053 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:41,065 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:41,079 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:41,092 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:41,105 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 00:36:41,119 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 00:36:41,134 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:36:41,148 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:36:41,163 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:41,177 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:41,189 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:41,203 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:41,217 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,230 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,242 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,255 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,270 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-27 00:36:41,327 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:36:41,342 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 00:36:41,405 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,420 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-27 00:36:41,507 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,522 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,536 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 00:36:41,551 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-27 00:36:41,591 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:41,604 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 00:36:41,657 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:41,671 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 00:36:41,699 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,713 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 00:36:41,738 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,753 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,768 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,784 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,799 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,814 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,829 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,843 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,858 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,873 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:41,891 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:41,906 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:41,921 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-27 00:36:42,099 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 00:36:42,226 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 00:36:42,254 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 00:36:42,313 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:42,328 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 00:36:42,423 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,438 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 00:36:42,465 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,480 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,492 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,505 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,520 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,534 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,548 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,562 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,577 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,591 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,603 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,618 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,633 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,650 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,663 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,677 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,690 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,705 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,718 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,731 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,745 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:42,760 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,773 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,788 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,803 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:42,818 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:42,833 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,846 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,858 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,872 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,885 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,898 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,912 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:42,929 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,942 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,956 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,970 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:42,985 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,000 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,016 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,029 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,042 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,057 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,072 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,087 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,102 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:43,115 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,127 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,138 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,153 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,168 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,182 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,196 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,206 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,219 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,234 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:43,248 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:43,260 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:43,275 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:43,287 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,302 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:43,315 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:43,330 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:43,343 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:43,358 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,373 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,386 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:43,402 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,416 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,432 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,447 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,462 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,477 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,492 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,506 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,520 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,535 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,547 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,560 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,573 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,589 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,603 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,619 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,634 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,645 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,659 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,675 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,689 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,702 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,717 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,732 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,745 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,760 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,776 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:43,791 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,804 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,816 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,833 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:43,848 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:43,864 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:43,877 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:43,893 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:43,909 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 00:36:43,926 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,941 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,953 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,967 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,980 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:43,994 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,007 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,019 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,034 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,046 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,060 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,074 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,087 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,101 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,115 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,128 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,141 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,157 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,171 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,185 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,200 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,209 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,222 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,235 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,249 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,263 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,278 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,290 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,304 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,318 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,332 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,347 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,362 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,374 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,389 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,403 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,417 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,430 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,444 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:44,459 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,473 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,486 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,500 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,514 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,527 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,541 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,556 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,569 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,583 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,597 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,611 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,626 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,642 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,657 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,672 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,687 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,700 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,713 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,728 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,741 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,755 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,769 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,783 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,797 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 00:36:44,813 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:44,825 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:44,837 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:44,853 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,867 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:44,879 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:44,894 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,906 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,922 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,936 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,952 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,967 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,982 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:44,991 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,007 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,022 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,034 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,049 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,063 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,078 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,091 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,106 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,121 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,136 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,150 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,165 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,181 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,197 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,210 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,224 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,239 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 00:36:45,253 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,266 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,281 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,296 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,310 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,318 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,331 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,344 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:45,357 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:45,369 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,384 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,398 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,414 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 00:36:45,427 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,441 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,456 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,468 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,483 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,496 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,511 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,526 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,541 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,555 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,566 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,579 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,594 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,608 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,622 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,636 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,649 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,659 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,670 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,682 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,693 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,707 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,720 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,734 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,749 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,763 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,777 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:45,793 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,808 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,823 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,839 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,853 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,867 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,882 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,898 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:45,911 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,925 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,941 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,954 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,970 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,983 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:45,997 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,011 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,028 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,043 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 00:36:46,056 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 00:36:46,070 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 00:36:46,084 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,098 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,113 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,125 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,138 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,152 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,166 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,181 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 00:36:46,195 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 00:36:46,210 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 00:36:46,226 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 00:36:46,240 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,255 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,267 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,282 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,293 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,306 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,320 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,332 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,346 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,361 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,376 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,391 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,406 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,421 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,436 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,448 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,463 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,476 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,490 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,504 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,517 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,531 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,545 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,559 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,573 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,589 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,603 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,618 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,631 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,644 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,659 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,672 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,685 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,701 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,716 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,731 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,744 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,756 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:46,772 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,787 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,802 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,815 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,828 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,843 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,857 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,872 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:46,887 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,901 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,916 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,931 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,946 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,962 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,977 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:46,991 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:47,006 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,018 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,033 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,048 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,063 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,075 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 00:36:47,090 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 00:36:47,104 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,119 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,132 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 00:36:47,147 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,162 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,176 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,191 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,206 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,221 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,235 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,250 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,267 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,280 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,295 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,307 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:36:47,316 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,331 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,346 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,359 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:47,374 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,389 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,402 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,415 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,430 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,445 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,460 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,476 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,490 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,507 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,521 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,533 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 00:36:47,548 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,562 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,576 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,588 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,601 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,616 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,631 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,646 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,661 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,674 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,690 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,704 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,717 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,733 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,748 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,763 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:47,778 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:47,791 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:47,806 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,821 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,836 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,850 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,863 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,878 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,890 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,903 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,915 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,931 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,950 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,965 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,980 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:47,990 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,003 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,018 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,033 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 00:36:48,105 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,119 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,134 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,147 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,162 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,175 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,188 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,203 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,217 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,232 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,247 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,259 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-27 00:36:48,288 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,301 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,315 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,330 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-27 00:36:48,358 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,371 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,383 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,398 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 00:36:48,412 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,426 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,440 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 00:36:48,471 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,485 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 00:36:48,510 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:48,525 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:48,540 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:48,555 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,568 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,582 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:36:48,596 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,609 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,623 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,638 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:48,653 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:48,668 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:48,683 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,697 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,711 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,726 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,739 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,753 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,768 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,783 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,796 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,811 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,822 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,837 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,852 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,867 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,879 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 00:36:48,939 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,954 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,971 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:48,983 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:48,998 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:49,013 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:49,028 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,041 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,054 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,069 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,083 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,097 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,110 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,125 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,138 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,151 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,165 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,180 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,194 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:49,208 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,224 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,237 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,252 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,266 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,281 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,296 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,308 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,321 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,337 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,352 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,367 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,380 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,393 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,408 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,423 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,436 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,449 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,464 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,479 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,493 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,508 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,522 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,537 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,550 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,564 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,579 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,591 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,605 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:49,634 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,648 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,663 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:49,678 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,692 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:49,721 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,736 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,751 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,765 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:49,780 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,795 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,808 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:49,835 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,851 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,863 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,878 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,893 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:49,908 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:49,938 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:50,009 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 00:36:50,104 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 00:36:50,130 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 00:36:50,160 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 00:36:50,201 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 00:36:50,230 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 00:36:50,258 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,273 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,288 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,301 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,316 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,332 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,346 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,361 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,373 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,388 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:36:50,403 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,417 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,433 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,446 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,460 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,475 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,489 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,504 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,518 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,532 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,547 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,557 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,571 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,583 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,596 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,612 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,626 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,640 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,652 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,664 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,678 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,692 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,707 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,722 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,737 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,750 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,765 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,781 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:50,794 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:36:50,808 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,823 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,836 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,851 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,863 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,878 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,893 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,908 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,922 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,936 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,949 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,963 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 00:36:50,977 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:50,992 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,006 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,019 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,034 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,048 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,063 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,075 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,090 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,106 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,122 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,136 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,151 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,159 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,173 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,186 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,199 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,213 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,228 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:36:51,242 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,258 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,273 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,287 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,302 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,316 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:51,330 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:51,347 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:36:51,362 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,377 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,392 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,409 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,422 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,437 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,452 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,467 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,480 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,493 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:36:51,508 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,522 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,537 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:36:51,551 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,566 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,580 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,594 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,607 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,621 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,634 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,648 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,663 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,678 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,692 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,705 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,720 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,735 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,750 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,765 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,780 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,795 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,810 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,823 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,838 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,851 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,866 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,881 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,896 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,911 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:51,925 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,939 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,948 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,963 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,975 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:51,989 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,004 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,019 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,034 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,045 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,054 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,070 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,084 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,098 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,111 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,125 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,140 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,153 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,167 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,182 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,195 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,209 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,222 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,236 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,250 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,264 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,276 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,290 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,305 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:36:52,319 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,334 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,347 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,361 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,375 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:36:52,391 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:37:09,008 semantic_segmentation INFO: Iters: 132810/150000 || Lr: 0.002847 || Task Loss: 0.3018 || KD Loss: 0.0401|| 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, 13:50:53 || Estimated Time: 8:00:18
2023-07-27 00:37:25,577 semantic_segmentation INFO: Iters: 132820/150000 || Lr: 0.002845 || Task Loss: 0.2200 || KD Loss: 0.0298|| 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, 13:51:10 || Estimated Time: 8:00:01
2023-07-27 00:37:42,246 semantic_segmentation INFO: Iters: 132830/150000 || Lr: 0.002844 || Task Loss: 0.2614 || KD Loss: 0.0333|| 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, 13:51:26 || Estimated Time: 7:59:45
2023-07-27 00:37:58,894 semantic_segmentation INFO: Iters: 132840/150000 || Lr: 0.002842 || Task Loss: 0.1616 || KD Loss: 0.0281|| 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, 13:51:43 || Estimated Time: 7:59:28
2023-07-27 00:38:15,638 semantic_segmentation INFO: Iters: 132850/150000 || Lr: 0.002841 || Task Loss: 0.2378 || KD Loss: 0.0398|| 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, 13:52:00 || Estimated Time: 7:59:11
2023-07-27 00:38:32,324 semantic_segmentation INFO: Iters: 132860/150000 || Lr: 0.002839 || Task Loss: 0.2938 || KD Loss: 0.0853|| 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, 13:52:16 || Estimated Time: 7:58:54
2023-07-27 00:38:49,007 semantic_segmentation INFO: Iters: 132870/150000 || Lr: 0.002838 || Task Loss: 0.2083 || KD Loss: 0.0203|| 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, 13:52:33 || Estimated Time: 7:58:37
2023-07-27 00:39:05,757 semantic_segmentation INFO: Iters: 132880/150000 || Lr: 0.002836 || Task Loss: 0.4060 || KD Loss: 0.0778|| 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, 13:52:50 || Estimated Time: 7:58:21
2023-07-27 00:39:22,385 semantic_segmentation INFO: Iters: 132890/150000 || Lr: 0.002835 || Task Loss: 0.2976 || KD Loss: 0.0313|| 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, 13:53:06 || Estimated Time: 7:58:04
2023-07-27 00:39:39,167 semantic_segmentation INFO: Iters: 132900/150000 || Lr: 0.002833 || Task Loss: 0.3074 || 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, 13:53:23 || Estimated Time: 7:57:47
2023-07-27 00:39:55,935 semantic_segmentation INFO: Iters: 132910/150000 || Lr: 0.002832 || Task Loss: 0.3716 || KD Loss: 0.0758|| 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, 13:53:40 || Estimated Time: 7:57:30
2023-07-27 00:40:12,599 semantic_segmentation INFO: Iters: 132920/150000 || Lr: 0.002830 || Task Loss: 0.2023 || KD Loss: 0.0270|| 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, 13:53:57 || Estimated Time: 7:57:14
2023-07-27 00:40:29,346 semantic_segmentation INFO: Iters: 132930/150000 || Lr: 0.002829 || Task Loss: 0.2204 || KD Loss: 0.0378|| 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, 13:54:13 || Estimated Time: 7:56:57
2023-07-27 00:40:45,979 semantic_segmentation INFO: Iters: 132940/150000 || Lr: 0.002827 || Task Loss: 0.4424 || KD Loss: 0.0588|| 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, 13:54:30 || Estimated Time: 7:56:40
2023-07-27 00:41:02,678 semantic_segmentation INFO: Iters: 132950/150000 || Lr: 0.002826 || Task Loss: 0.1893 || KD Loss: 0.0267|| 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, 13:54:47 || Estimated Time: 7:56:23
2023-07-27 00:41:19,390 semantic_segmentation INFO: Iters: 132960/150000 || Lr: 0.002824 || Task Loss: 0.3505 || KD Loss: 0.0352|| 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, 13:55:03 || Estimated Time: 7:56:07
2023-07-27 00:41:36,223 semantic_segmentation INFO: Iters: 132970/150000 || Lr: 0.002823 || Task Loss: 0.3118 || KD Loss: 0.0398|| 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, 13:55:20 || Estimated Time: 7:55:50
2023-07-27 00:41:52,905 semantic_segmentation INFO: Iters: 132980/150000 || Lr: 0.002821 || Task Loss: 0.3771 || KD Loss: 0.0363|| 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, 13:55:37 || Estimated Time: 7:55:33
2023-07-27 00:42:09,566 semantic_segmentation INFO: Iters: 132990/150000 || Lr: 0.002820 || Task Loss: 0.2803 || KD Loss: 0.0569|| 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, 13:55:54 || Estimated Time: 7:55:16
2023-07-27 00:42:26,222 semantic_segmentation INFO: Iters: 133000/150000 || Lr: 0.002818 || Task Loss: 0.2956 || 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: 2 days, 13:56:10 || Estimated Time: 7:54:59
2023-07-27 00:42:43,341 semantic_segmentation INFO: Iters: 133010/150000 || Lr: 0.002817 || Task Loss: 0.1883 || KD Loss: 0.0310|| 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, 13:56:27 || Estimated Time: 7:54:43
2023-07-27 00:42:59,968 semantic_segmentation INFO: Iters: 133020/150000 || Lr: 0.002815 || Task Loss: 0.2924 || KD Loss: 0.0328|| 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, 13:56:44 || Estimated Time: 7:54:26
2023-07-27 00:43:16,684 semantic_segmentation INFO: Iters: 133030/150000 || Lr: 0.002814 || Task Loss: 0.1961 || KD Loss: 0.0250|| 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, 13:57:01 || Estimated Time: 7:54:09
2023-07-27 00:43:33,350 semantic_segmentation INFO: Iters: 133040/150000 || Lr: 0.002812 || Task Loss: 0.2062 || KD Loss: 0.0261|| 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, 13:57:17 || Estimated Time: 7:53:52
2023-07-27 00:43:50,100 semantic_segmentation INFO: Iters: 133050/150000 || Lr: 0.002811 || Task Loss: 0.1498 || KD Loss: 0.0199|| 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, 13:57:34 || Estimated Time: 7:53:36
2023-07-27 00:44:06,861 semantic_segmentation INFO: Iters: 133060/150000 || Lr: 0.002809 || Task Loss: 0.4137 || KD Loss: 0.0445|| 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, 13:57:51 || Estimated Time: 7:53:19
2023-07-27 00:44:23,503 semantic_segmentation INFO: Iters: 133070/150000 || Lr: 0.002808 || Task Loss: 0.2914 || KD Loss: 0.0492|| 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, 13:58:07 || Estimated Time: 7:53:02
2023-07-27 00:44:40,148 semantic_segmentation INFO: Iters: 133080/150000 || Lr: 0.002806 || Task Loss: 0.2978 || KD Loss: 0.0391|| 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, 13:58:24 || Estimated Time: 7:52:45
2023-07-27 00:44:56,831 semantic_segmentation INFO: Iters: 133090/150000 || Lr: 0.002805 || Task Loss: 0.4109 || KD Loss: 0.0634|| 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, 13:58:41 || Estimated Time: 7:52:29
2023-07-27 00:45:13,607 semantic_segmentation INFO: Iters: 133100/150000 || Lr: 0.002803 || Task Loss: 0.3442 || KD Loss: 0.0397|| 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, 13:58:58 || Estimated Time: 7:52:12
2023-07-27 00:45:30,277 semantic_segmentation INFO: Iters: 133110/150000 || Lr: 0.002802 || Task Loss: 0.2633 || KD Loss: 0.0352|| 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, 13:59:14 || Estimated Time: 7:51:55
2023-07-27 00:45:47,017 semantic_segmentation INFO: Iters: 133120/150000 || Lr: 0.002800 || Task Loss: 0.3331 || 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, 13:59:31 || Estimated Time: 7:51:38
2023-07-27 00:46:03,790 semantic_segmentation INFO: Iters: 133130/150000 || Lr: 0.002799 || Task Loss: 0.3789 || 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, 13:59:48 || Estimated Time: 7:51:21
2023-07-27 00:46:20,447 semantic_segmentation INFO: Iters: 133140/150000 || Lr: 0.002797 || Task Loss: 0.3815 || KD Loss: 0.0580|| 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, 14:00:04 || Estimated Time: 7:51:05
2023-07-27 00:46:37,152 semantic_segmentation INFO: Iters: 133150/150000 || Lr: 0.002796 || Task Loss: 0.2799 || KD Loss: 0.0217|| 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, 14:00:21 || Estimated Time: 7:50:48
2023-07-27 00:46:53,766 semantic_segmentation INFO: Iters: 133160/150000 || Lr: 0.002794 || Task Loss: 0.2126 || KD Loss: 0.0293|| 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, 14:00:38 || Estimated Time: 7:50:31
2023-07-27 00:47:10,351 semantic_segmentation INFO: Iters: 133170/150000 || Lr: 0.002793 || Task Loss: 0.2428 || KD Loss: 0.0337|| 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, 14:00:54 || Estimated Time: 7:50:14
2023-07-27 00:47:27,163 semantic_segmentation INFO: Iters: 133180/150000 || Lr: 0.002791 || Task Loss: 0.3083 || KD Loss: 0.0382|| 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, 14:01:11 || Estimated Time: 7:49:58
2023-07-27 00:47:43,759 semantic_segmentation INFO: Iters: 133190/150000 || Lr: 0.002790 || Task Loss: 0.2169 || KD Loss: 0.0402|| 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, 14:01:28 || Estimated Time: 7:49:41
2023-07-27 00:48:00,538 semantic_segmentation INFO: Iters: 133200/150000 || Lr: 0.002788 || Task Loss: 0.2645 || KD Loss: 0.0523|| 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, 14:01:45 || Estimated Time: 7:49:24
2023-07-27 00:48:17,243 semantic_segmentation INFO: Iters: 133210/150000 || Lr: 0.002787 || Task Loss: 0.2428 || KD Loss: 0.0260|| 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, 14:02:01 || Estimated Time: 7:49:07
2023-07-27 00:48:33,923 semantic_segmentation INFO: Iters: 133220/150000 || Lr: 0.002785 || Task Loss: 0.2373 || KD Loss: 0.0214|| 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, 14:02:18 || Estimated Time: 7:48:50
2023-07-27 00:48:50,709 semantic_segmentation INFO: Iters: 133230/150000 || Lr: 0.002784 || Task Loss: 0.2320 || KD Loss: 0.0225|| 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, 14:02:35 || Estimated Time: 7:48:34
2023-07-27 00:49:07,331 semantic_segmentation INFO: Iters: 133240/150000 || Lr: 0.002782 || Task Loss: 0.1782 || KD Loss: 0.0309|| 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, 14:02:51 || Estimated Time: 7:48:17
2023-07-27 00:49:24,085 semantic_segmentation INFO: Iters: 133250/150000 || Lr: 0.002781 || Task Loss: 0.2015 || KD Loss: 0.0272|| 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, 14:03:08 || Estimated Time: 7:48:00
2023-07-27 00:49:40,783 semantic_segmentation INFO: Iters: 133260/150000 || Lr: 0.002779 || Task Loss: 0.2886 || KD Loss: 0.0270|| 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, 14:03:25 || Estimated Time: 7:47:43
2023-07-27 00:49:57,474 semantic_segmentation INFO: Iters: 133270/150000 || Lr: 0.002778 || Task Loss: 0.3013 || KD Loss: 0.0360|| 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, 14:03:41 || Estimated Time: 7:47:27
2023-07-27 00:50:14,200 semantic_segmentation INFO: Iters: 133280/150000 || Lr: 0.002776 || Task Loss: 0.2180 || KD Loss: 0.0330|| 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, 14:03:58 || Estimated Time: 7:47:10
2023-07-27 00:50:31,216 semantic_segmentation INFO: Iters: 133290/150000 || Lr: 0.002775 || Task Loss: 0.4245 || KD Loss: 0.0767|| 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, 14:04:15 || Estimated Time: 7:46:53
2023-07-27 00:50:47,802 semantic_segmentation INFO: Iters: 133300/150000 || Lr: 0.002773 || Task Loss: 0.2816 || KD Loss: 0.0505|| 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, 14:04:32 || Estimated Time: 7:46:36
2023-07-27 00:51:04,550 semantic_segmentation INFO: Iters: 133310/150000 || Lr: 0.002772 || Task Loss: 0.2230 || KD Loss: 0.0414|| 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, 14:04:49 || Estimated Time: 7:46:20
2023-07-27 00:51:21,244 semantic_segmentation INFO: Iters: 133320/150000 || Lr: 0.002770 || Task Loss: 0.4353 || KD Loss: 0.0532|| 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, 14:05:05 || Estimated Time: 7:46:03
2023-07-27 00:51:37,990 semantic_segmentation INFO: Iters: 133330/150000 || Lr: 0.002769 || Task Loss: 0.1570 || KD Loss: 0.0174|| 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, 14:05:22 || Estimated Time: 7:45:46
2023-07-27 00:51:54,699 semantic_segmentation INFO: Iters: 133340/150000 || Lr: 0.002767 || Task Loss: 0.3789 || KD Loss: 0.0726|| 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, 14:05:39 || Estimated Time: 7:45:29
2023-07-27 00:52:11,410 semantic_segmentation INFO: Iters: 133350/150000 || Lr: 0.002766 || Task Loss: 0.2633 || KD Loss: 0.0717|| 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, 14:05:55 || Estimated Time: 7:45:12
2023-07-27 00:52:28,433 semantic_segmentation INFO: Iters: 133360/150000 || Lr: 0.002764 || Task Loss: 0.2252 || KD Loss: 0.0328|| 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, 14:06:12 || Estimated Time: 7:44:56
2023-07-27 00:52:48,619 semantic_segmentation INFO: Iters: 133370/150000 || Lr: 0.002763 || Task Loss: 0.3452 || KD Loss: 0.0329|| 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, 14:06:33 || Estimated Time: 7:44:39
2023-07-27 00:53:05,183 semantic_segmentation INFO: Iters: 133380/150000 || Lr: 0.002761 || Task Loss: 0.2673 || KD Loss: 0.0595|| 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, 14:06:49 || Estimated Time: 7:44:23
2023-07-27 00:53:21,877 semantic_segmentation INFO: Iters: 133390/150000 || Lr: 0.002760 || Task Loss: 0.2138 || KD Loss: 0.0815|| 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, 14:07:06 || Estimated Time: 7:44:06
2023-07-27 00:53:38,639 semantic_segmentation INFO: Iters: 133400/150000 || Lr: 0.002758 || Task Loss: 0.2484 || KD Loss: 0.0420|| 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, 14:07:23 || Estimated Time: 7:43:49
2023-07-27 00:53:55,243 semantic_segmentation INFO: Iters: 133410/150000 || Lr: 0.002757 || Task Loss: 0.3355 || KD Loss: 0.0519|| 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, 14:07:39 || Estimated Time: 7:43:32
2023-07-27 00:54:11,973 semantic_segmentation INFO: Iters: 133420/150000 || Lr: 0.002755 || Task Loss: 0.3002 || KD Loss: 0.0389|| 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, 14:07:56 || Estimated Time: 7:43:16
2023-07-27 00:54:28,673 semantic_segmentation INFO: Iters: 133430/150000 || Lr: 0.002754 || Task Loss: 0.2888 || KD Loss: 0.0407|| 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, 14:08:13 || Estimated Time: 7:42:59
2023-07-27 00:54:45,958 semantic_segmentation INFO: Iters: 133440/150000 || Lr: 0.002752 || Task Loss: 0.2098 || KD Loss: 0.0367|| 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, 14:08:30 || Estimated Time: 7:42:42
2023-07-27 00:55:02,573 semantic_segmentation INFO: Iters: 133450/150000 || Lr: 0.002751 || Task Loss: 0.2744 || KD Loss: 0.0491|| 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, 14:08:47 || Estimated Time: 7:42:25
2023-07-27 00:55:19,217 semantic_segmentation INFO: Iters: 133460/150000 || Lr: 0.002749 || Task Loss: 0.2750 || KD Loss: 0.0276|| 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, 14:09:03 || Estimated Time: 7:42:09
2023-07-27 00:55:36,004 semantic_segmentation INFO: Iters: 133470/150000 || Lr: 0.002748 || Task Loss: 0.3278 || KD Loss: 0.0277|| 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, 14:09:20 || Estimated Time: 7:41:52
2023-07-27 00:55:52,666 semantic_segmentation INFO: Iters: 133480/150000 || Lr: 0.002747 || Task Loss: 0.2650 || KD Loss: 0.0434|| 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, 14:09:37 || Estimated Time: 7:41:35
2023-07-27 00:56:09,392 semantic_segmentation INFO: Iters: 133490/150000 || Lr: 0.002745 || Task Loss: 0.2715 || KD Loss: 0.0649|| 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, 14:09:53 || Estimated Time: 7:41:18
2023-07-27 00:56:26,004 semantic_segmentation INFO: Iters: 133500/150000 || Lr: 0.002744 || Task Loss: 0.2659 || KD Loss: 0.0429|| 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, 14:10:10 || Estimated Time: 7:41:01
2023-07-27 00:56:42,757 semantic_segmentation INFO: Iters: 133510/150000 || Lr: 0.002742 || Task Loss: 0.2238 || KD Loss: 0.0380|| 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, 14:10:27 || Estimated Time: 7:40:45
2023-07-27 00:56:59,508 semantic_segmentation INFO: Iters: 133520/150000 || Lr: 0.002741 || Task Loss: 0.2583 || KD Loss: 0.0405|| 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, 14:10:43 || Estimated Time: 7:40:28
2023-07-27 00:57:16,171 semantic_segmentation INFO: Iters: 133530/150000 || Lr: 0.002739 || Task Loss: 0.3395 || KD Loss: 0.0260|| 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, 14:11:00 || Estimated Time: 7:40:11
2023-07-27 00:57:32,935 semantic_segmentation INFO: Iters: 133540/150000 || Lr: 0.002738 || Task Loss: 0.2019 || KD Loss: 0.0226|| 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, 14:11:17 || Estimated Time: 7:39:54
2023-07-27 00:57:49,573 semantic_segmentation INFO: Iters: 133550/150000 || Lr: 0.002736 || Task Loss: 0.3178 || KD Loss: 0.0354|| 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, 14:11:34 || Estimated Time: 7:39:38
2023-07-27 00:58:06,295 semantic_segmentation INFO: Iters: 133560/150000 || Lr: 0.002735 || Task Loss: 0.2098 || KD Loss: 0.0359|| 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, 14:11:50 || Estimated Time: 7:39:21
2023-07-27 00:58:22,978 semantic_segmentation INFO: Iters: 133570/150000 || Lr: 0.002733 || Task Loss: 0.2898 || KD Loss: 0.0434|| 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, 14:12:07 || Estimated Time: 7:39:04
2023-07-27 00:58:39,710 semantic_segmentation INFO: Iters: 133580/150000 || Lr: 0.002732 || Task Loss: 0.3687 || KD Loss: 0.0423|| 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, 14:12:24 || Estimated Time: 7:38:47
2023-07-27 00:58:56,393 semantic_segmentation INFO: Iters: 133590/150000 || Lr: 0.002730 || Task Loss: 0.2815 || KD Loss: 0.0282|| 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, 14:12:40 || Estimated Time: 7:38:30
2023-07-27 00:59:13,087 semantic_segmentation INFO: Iters: 133600/150000 || Lr: 0.002729 || Task Loss: 0.2012 || KD Loss: 0.0267|| 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, 14:12:57 || Estimated Time: 7:38:14
2023-07-27 00:59:13,197 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 00:59:13,642 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.090
2023-07-27 00:59:13,671 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-27 00:59:13,683 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.166
2023-07-27 00:59:13,697 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.978, mIoU: 0.166
2023-07-27 00:59:13,710 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.236
2023-07-27 00:59:13,722 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.280
2023-07-27 00:59:13,735 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.325
2023-07-27 00:59:13,749 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.332
2023-07-27 00:59:13,761 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.374
2023-07-27 00:59:13,775 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.420
2023-07-27 00:59:13,789 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.459
2023-07-27 00:59:13,803 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.505
2023-07-27 00:59:13,815 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.501
2023-07-27 00:59:13,829 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.486
2023-07-27 00:59:13,843 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.482
2023-07-27 00:59:13,855 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.478
2023-07-27 00:59:13,866 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.468
2023-07-27 00:59:13,878 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.468
2023-07-27 00:59:13,893 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.464
2023-07-27 00:59:13,909 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.525
2023-07-27 00:59:13,923 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.527
2023-07-27 00:59:13,938 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.532
2023-07-27 00:59:13,952 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.566
2023-07-27 00:59:13,968 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.566
2023-07-27 00:59:13,983 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.564
2023-07-27 00:59:13,998 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.571
2023-07-27 00:59:14,013 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.571
2023-07-27 00:59:14,024 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.572
2023-07-27 00:59:14,040 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.560
2023-07-27 00:59:14,055 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.561
2023-07-27 00:59:14,069 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.561
2023-07-27 00:59:14,084 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.560
2023-07-27 00:59:14,098 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.571
2023-07-27 00:59:14,113 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.569
2023-07-27 00:59:14,128 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.614
2023-07-27 00:59:14,142 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.615
2023-07-27 00:59:14,155 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.615
2023-07-27 00:59:14,167 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.661
2023-07-27 00:59:14,184 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-27 00:59:14,197 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-27 00:59:14,211 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.678
2023-07-27 00:59:14,226 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.677
2023-07-27 00:59:14,241 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.673
2023-07-27 00:59:14,254 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.673
2023-07-27 00:59:14,270 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 00:59:14,285 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.690
2023-07-27 00:59:14,299 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 00:59:14,312 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 00:59:14,327 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-27 00:59:14,343 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.688
2023-07-27 00:59:14,359 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.688
2023-07-27 00:59:14,375 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 00:59:14,387 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.684
2023-07-27 00:59:14,402 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 00:59:14,417 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-27 00:59:14,430 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-27 00:59:14,445 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 00:59:14,461 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-27 00:59:14,474 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-27 00:59:14,488 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-27 00:59:14,501 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-27 00:59:14,516 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-27 00:59:14,528 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-27 00:59:14,545 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-27 00:59:14,558 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-27 00:59:14,572 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-27 00:59:14,587 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-27 00:59:14,600 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.769
2023-07-27 00:59:14,614 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.770
2023-07-27 00:59:14,629 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.760
2023-07-27 00:59:14,645 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.777
2023-07-27 00:59:14,658 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.777
2023-07-27 00:59:14,672 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:59:14,687 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 00:59:14,701 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.778
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2023-07-27 00:59:20,247 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-27 00:59:20,375 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.730
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2023-07-27 00:59:20,402 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-27 00:59:20,418 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-27 00:59:20,429 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.731
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2023-07-27 00:59:20,472 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-27 00:59:20,487 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-27 00:59:20,501 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-27 00:59:20,524 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-27 00:59:20,553 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:59:20,592 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-27 00:59:20,622 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:59:20,675 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:20,688 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:20,702 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:20,730 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:20,773 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:59:20,820 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 00:59:20,833 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:20,846 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:20,860 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-27 00:59:20,875 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-27 00:59:20,889 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.938, mIoU: 0.730
2023-07-27 00:59:20,903 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-27 00:59:20,919 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-27 00:59:20,934 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-27 00:59:20,949 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-27 00:59:20,961 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-27 00:59:20,975 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.937, mIoU: 0.725
2023-07-27 00:59:20,992 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-27 00:59:21,007 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.937, mIoU: 0.726
2023-07-27 00:59:21,022 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.937, mIoU: 0.727
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2023-07-27 00:59:21,080 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.937, mIoU: 0.727
2023-07-27 00:59:21,093 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.937, mIoU: 0.729
2023-07-27 00:59:21,108 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.937, mIoU: 0.730
2023-07-27 00:59:21,120 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-27 00:59:21,135 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-27 00:59:21,148 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-27 00:59:21,160 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-27 00:59:21,172 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-27 00:59:21,187 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.937, mIoU: 0.734
2023-07-27 00:59:21,202 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-27 00:59:21,217 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-27 00:59:21,232 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-27 00:59:21,240 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-27 00:59:21,254 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,269 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,284 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,299 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:21,313 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,326 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,338 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,353 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,369 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:59:21,397 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,411 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:21,426 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 00:59:21,441 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.938, mIoU: 0.734
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2023-07-27 00:59:21,469 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:21,485 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:21,501 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.938, mIoU: 0.735
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2023-07-27 00:59:21,530 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.938, mIoU: 0.735
2023-07-27 00:59:21,546 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-27 00:59:21,561 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.938, mIoU: 0.737
2023-07-27 00:59:21,574 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-27 00:59:21,603 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-27 00:59:21,632 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 00:59:21,645 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:21,661 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:21,676 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:21,692 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:21,702 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 00:59:21,716 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:21,731 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:21,759 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.938, mIoU: 0.736
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2023-07-27 00:59:21,787 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:59:21,857 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:59:21,904 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:59:21,947 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,005 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,063 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,088 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 00:59:22,116 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:22,130 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:22,145 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,186 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:22,200 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,228 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:22,271 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:22,286 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-27 00:59:22,402 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:22,415 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:22,431 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.939, mIoU: 0.739
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2023-07-27 00:59:22,491 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-27 00:59:22,578 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.939, mIoU: 0.742
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2023-07-27 00:59:23,007 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,023 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 00:59:23,038 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 00:59:23,051 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,065 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,080 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,095 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,107 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,120 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:23,128 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,142 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,158 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,172 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,187 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,202 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:23,217 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,233 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,248 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,261 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,276 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,290 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,306 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:23,321 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 00:59:23,333 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 00:59:23,346 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 00:59:23,360 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:23,374 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:23,387 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,400 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,413 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,427 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,443 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,455 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,469 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,482 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,493 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,508 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,523 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,538 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,553 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,568 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,583 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,596 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,611 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,632 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,649 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,666 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,681 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:23,696 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:23,709 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:23,722 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:23,735 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,750 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:23,766 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,779 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,792 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:23,807 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,821 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,837 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,852 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,867 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,880 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:23,895 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,908 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,922 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,937 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,951 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,967 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:23,980 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:23,996 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,011 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,025 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,039 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,055 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,070 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,085 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,100 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,112 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:24,125 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,140 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,153 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,168 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,185 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,198 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,213 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,227 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,241 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,256 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,269 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,282 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,297 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,312 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,325 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,340 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,355 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,368 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,381 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,396 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,411 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,428 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,441 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,454 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,467 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,483 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,495 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,508 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,523 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,537 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,550 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,566 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,581 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,596 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,611 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,625 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,638 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,653 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,667 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:24,680 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,693 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,709 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,722 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,735 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,750 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,766 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,781 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,796 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,810 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,823 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,838 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:24,853 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,868 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,883 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,896 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:24,909 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,921 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,937 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,952 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,966 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,981 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:24,992 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:25,005 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:25,020 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 00:59:25,036 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 00:59:25,051 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 00:59:25,066 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 00:59:25,079 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 00:59:25,094 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:25,107 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:25,122 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:25,135 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:25,149 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:25,165 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:25,178 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:25,193 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,208 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,222 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,237 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,252 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,267 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,281 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,296 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,311 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,325 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,339 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,352 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,365 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,381 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:25,395 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,412 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,427 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,438 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:25,453 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,468 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:25,483 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,496 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,511 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,525 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,538 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,552 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:25,567 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:25,581 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:25,594 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,605 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,622 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,636 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:25,651 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:25,663 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:25,678 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:25,693 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:25,709 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:25,723 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 00:59:25,736 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,751 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,764 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,779 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,793 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,806 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:25,822 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:25,835 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:25,850 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,865 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,879 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,893 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,908 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,922 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,937 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,952 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,966 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,981 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:25,996 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,005 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,019 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,031 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,047 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,063 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,079 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,092 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,107 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,122 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,136 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,152 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,168 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,181 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,196 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,211 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,226 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,239 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,254 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,269 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,284 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,296 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,311 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,325 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,338 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,351 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,366 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,379 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,393 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,406 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:26,420 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:26,435 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:26,449 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:26,464 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,479 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,493 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,506 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,519 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,534 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,547 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,560 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,574 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,589 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,604 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,619 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,632 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,645 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,661 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,675 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,689 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,704 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:26,717 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,732 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,746 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,763 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:26,777 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,792 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,801 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,817 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,833 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,846 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,860 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,875 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,889 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,903 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,918 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,933 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:26,948 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:59:26,963 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:26,977 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:26,994 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:27,009 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:27,022 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:27,036 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:27,051 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 00:59:27,066 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:27,080 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:27,095 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,110 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,125 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,131 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,144 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,157 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,169 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:27,180 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 00:59:27,195 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:27,209 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:27,223 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:27,235 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,248 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,262 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:27,273 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,288 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,300 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,315 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,330 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,345 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,359 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,370 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,383 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,399 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,414 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,429 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,443 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,456 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,466 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,477 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,490 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,501 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,516 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,529 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:27,543 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,559 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,574 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,587 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:27,602 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,617 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,632 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,647 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,661 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,675 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,689 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,705 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:27,718 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,731 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,745 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,758 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,774 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,787 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,802 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,817 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,834 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:27,849 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:27,862 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:27,877 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:27,892 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,908 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,922 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,935 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,948 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,963 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,977 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 00:59:27,992 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:59:28,007 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:59:28,022 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:59:28,037 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 00:59:28,052 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,066 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,080 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,096 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,106 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,119 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,134 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,146 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,161 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,176 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,191 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 00:59:28,206 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,222 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,236 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,251 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,264 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,279 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,291 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,306 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,320 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,333 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,347 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,360 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,375 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,390 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,406 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,421 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,435 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,448 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,460 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,475 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,488 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,502 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:28,517 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:28,532 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:28,546 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 00:59:28,559 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,572 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,587 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,602 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,617 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,630 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,642 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,657 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,671 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,686 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,700 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,715 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,729 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,743 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,758 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,773 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,787 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,801 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,816 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,829 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,844 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,858 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,874 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,886 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 00:59:28,901 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 00:59:28,916 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,932 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,945 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:28,959 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:28,974 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:28,988 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 00:59:29,003 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,018 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,033 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,046 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,061 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,077 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,090 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,106 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,119 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,128 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,142 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,157 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,170 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 00:59:29,185 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,199 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,212 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,225 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,239 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,254 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,268 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,285 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,299 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,315 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,329 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,342 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:29,358 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,373 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,388 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,401 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,415 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,430 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,446 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:29,477 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:29,533 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:29,591 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,604 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:29,618 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,632 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,646 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,661 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,673 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,688 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,700 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,713 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:29,739 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,754 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,768 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,783 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,794 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,806 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,822 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,837 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,850 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,865 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 00:59:29,881 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,896 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,910 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,925 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,940 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,953 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,968 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:29,981 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 00:59:30,009 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 00:59:30,110 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,126 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,140 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:30,170 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,183 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,196 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,211 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:30,226 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 00:59:30,253 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 00:59:30,397 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 00:59:30,411 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:30,424 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:59:30,528 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 00:59:30,669 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 00:59:30,951 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 00:59:31,113 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,127 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,140 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,156 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,171 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,186 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,199 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,213 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,228 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:31,243 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,256 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,269 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,285 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,300 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,315 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,329 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,344 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,360 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,374 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,387 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,402 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,415 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,430 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,444 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,459 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,473 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,487 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 00:59:31,502 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,515 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,529 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,543 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,558 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,573 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,586 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,602 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,616 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,629 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,642 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,657 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,673 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,686 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,701 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,716 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,731 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,746 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,761 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,776 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,791 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,805 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,818 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,831 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,844 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,857 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,872 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,887 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,900 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,913 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:31,928 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,940 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,954 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,968 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,984 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:31,999 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,013 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,026 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,041 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,056 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,069 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,084 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,099 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,114 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,128 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,144 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,159 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,173 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,188 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,200 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,215 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,230 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,245 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 00:59:32,260 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,273 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,288 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,303 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,318 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,332 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,347 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,362 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,377 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,388 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,403 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,416 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,429 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,445 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,460 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,474 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,486 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,499 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,512 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,526 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,540 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,554 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,569 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,582 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,596 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,611 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,624 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 00:59:32,639 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,654 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,667 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,682 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,694 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,710 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,725 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,740 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,755 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,768 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,781 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,795 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 00:59:32,810 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,824 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,837 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,849 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,864 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,879 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 00:59:32,893 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,907 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,921 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,938 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,953 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,968 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:32,983 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:32,991 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:33,006 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:33,018 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.939, mIoU: 0.739
2023-07-27 00:59:33,031 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,046 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,061 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,076 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,091 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,107 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,121 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 00:59:33,137 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,150 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,166 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,183 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,198 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,213 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,228 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,244 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,257 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,271 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,286 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,301 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,314 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,327 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,341 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,356 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,370 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:33,385 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,400 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,415 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,430 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,443 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,458 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,471 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,485 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,501 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,515 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,530 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,543 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,558 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,573 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,588 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.939, mIoU: 0.737
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2023-07-27 00:59:33,632 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,646 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,659 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 00:59:33,674 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,687 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,702 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,717 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,732 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,747 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,762 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,775 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,785 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,800 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,812 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,827 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,842 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,856 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,870 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,881 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,890 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,907 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,921 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,936 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,948 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,962 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,977 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:33,989 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,004 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,018 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,031 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,046 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,059 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,073 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,088 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,103 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,116 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,131 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,146 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 00:59:34,161 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:34,179 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:34,191 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:34,206 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:34,220 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:34,237 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 00:59:50,780 semantic_segmentation INFO: Iters: 133610/150000 || Lr: 0.002727 || Task Loss: 0.3353 || KD Loss: 0.0631|| 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, 14:13:35 || Estimated Time: 7:37:59
2023-07-27 01:00:07,426 semantic_segmentation INFO: Iters: 133620/150000 || Lr: 0.002726 || Task Loss: 0.4399 || KD Loss: 0.0511|| 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, 14:13:51 || Estimated Time: 7:37:43
2023-07-27 01:00:24,180 semantic_segmentation INFO: Iters: 133630/150000 || Lr: 0.002724 || Task Loss: 0.2893 || KD Loss: 0.0247|| 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, 14:14:08 || Estimated Time: 7:37:26
2023-07-27 01:00:40,924 semantic_segmentation INFO: Iters: 133640/150000 || Lr: 0.002723 || Task Loss: 0.3062 || KD Loss: 0.0290|| 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, 14:14:25 || Estimated Time: 7:37:09
2023-07-27 01:00:57,600 semantic_segmentation INFO: Iters: 133650/150000 || Lr: 0.002721 || Task Loss: 0.2360 || KD Loss: 0.0297|| 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, 14:14:42 || Estimated Time: 7:36:52
2023-07-27 01:01:14,339 semantic_segmentation INFO: Iters: 133660/150000 || Lr: 0.002720 || Task Loss: 0.2585 || KD Loss: 0.0490|| 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, 14:14:58 || Estimated Time: 7:36:36
2023-07-27 01:01:31,131 semantic_segmentation INFO: Iters: 133670/150000 || Lr: 0.002718 || Task Loss: 0.2885 || KD Loss: 0.0368|| 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, 14:15:15 || Estimated Time: 7:36:19
2023-07-27 01:01:47,798 semantic_segmentation INFO: Iters: 133680/150000 || Lr: 0.002717 || Task Loss: 0.2191 || KD Loss: 0.0333|| 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, 14:15:32 || Estimated Time: 7:36:02
2023-07-27 01:02:04,548 semantic_segmentation INFO: Iters: 133690/150000 || Lr: 0.002715 || Task Loss: 0.1859 || KD Loss: 0.0259|| 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, 14:15:49 || Estimated Time: 7:35:45
2023-07-27 01:02:21,289 semantic_segmentation INFO: Iters: 133700/150000 || Lr: 0.002714 || Task Loss: 0.2476 || KD Loss: 0.0342|| 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, 14:16:05 || Estimated Time: 7:35:29
2023-07-27 01:02:37,906 semantic_segmentation INFO: Iters: 133710/150000 || Lr: 0.002712 || Task Loss: 0.2865 || KD Loss: 0.0355|| 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, 14:16:22 || Estimated Time: 7:35:12
2023-07-27 01:02:54,680 semantic_segmentation INFO: Iters: 133720/150000 || Lr: 0.002711 || Task Loss: 0.3075 || KD Loss: 0.0243|| 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, 14:16:39 || Estimated Time: 7:34:55
2023-07-27 01:03:11,311 semantic_segmentation INFO: Iters: 133730/150000 || Lr: 0.002709 || Task Loss: 0.2683 || KD Loss: 0.0365|| 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, 14:16:55 || Estimated Time: 7:34:38
2023-07-27 01:03:28,054 semantic_segmentation INFO: Iters: 133740/150000 || Lr: 0.002708 || Task Loss: 0.1854 || KD Loss: 0.0357|| 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, 14:17:12 || Estimated Time: 7:34:21
2023-07-27 01:03:44,768 semantic_segmentation INFO: Iters: 133750/150000 || Lr: 0.002706 || Task Loss: 0.1601 || KD Loss: 0.0176|| 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, 14:17:29 || Estimated Time: 7:34:05
2023-07-27 01:04:01,435 semantic_segmentation INFO: Iters: 133760/150000 || Lr: 0.002705 || Task Loss: 0.3063 || KD Loss: 0.0272|| 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, 14:17:45 || Estimated Time: 7:33:48
2023-07-27 01:04:18,100 semantic_segmentation INFO: Iters: 133770/150000 || Lr: 0.002703 || Task Loss: 0.3324 || KD Loss: 0.0533|| 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, 14:18:02 || Estimated Time: 7:33:31
2023-07-27 01:04:34,844 semantic_segmentation INFO: Iters: 133780/150000 || Lr: 0.002702 || Task Loss: 0.2831 || KD Loss: 0.0275|| 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, 14:18:19 || Estimated Time: 7:33:14
2023-07-27 01:04:51,617 semantic_segmentation INFO: Iters: 133790/150000 || Lr: 0.002700 || Task Loss: 0.3036 || KD Loss: 0.0478|| 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, 14:18:36 || Estimated Time: 7:32:58
2023-07-27 01:05:08,205 semantic_segmentation INFO: Iters: 133800/150000 || Lr: 0.002699 || Task Loss: 0.3499 || KD Loss: 0.0464|| 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, 14:18:52 || Estimated Time: 7:32:41
2023-07-27 01:05:24,896 semantic_segmentation INFO: Iters: 133810/150000 || Lr: 0.002697 || Task Loss: 0.2011 || KD Loss: 0.0323|| 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, 14:19:09 || Estimated Time: 7:32:24
2023-07-27 01:05:41,602 semantic_segmentation INFO: Iters: 133820/150000 || Lr: 0.002696 || Task Loss: 0.3036 || KD Loss: 0.0648|| 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, 14:19:26 || Estimated Time: 7:32:07
2023-07-27 01:05:58,392 semantic_segmentation INFO: Iters: 133830/150000 || Lr: 0.002694 || Task Loss: 0.2856 || KD Loss: 0.0500|| 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, 14:19:42 || Estimated Time: 7:31:50
2023-07-27 01:06:15,089 semantic_segmentation INFO: Iters: 133840/150000 || Lr: 0.002693 || Task Loss: 0.2994 || KD Loss: 0.0337|| 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, 14:19:59 || Estimated Time: 7:31:34
2023-07-27 01:06:31,766 semantic_segmentation INFO: Iters: 133850/150000 || Lr: 0.002691 || Task Loss: 0.5389 || KD Loss: 0.1662|| 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, 14:20:16 || Estimated Time: 7:31:17
2023-07-27 01:06:48,445 semantic_segmentation INFO: Iters: 133860/150000 || Lr: 0.002690 || Task Loss: 0.3083 || KD Loss: 0.0450|| 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, 14:20:32 || Estimated Time: 7:31:00
2023-07-27 01:07:05,359 semantic_segmentation INFO: Iters: 133870/150000 || Lr: 0.002688 || Task Loss: 0.3083 || KD Loss: 0.0379|| 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, 14:20:49 || Estimated Time: 7:30:43
2023-07-27 01:07:22,061 semantic_segmentation INFO: Iters: 133880/150000 || Lr: 0.002687 || Task Loss: 0.2229 || KD Loss: 0.0284|| 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, 14:21:06 || Estimated Time: 7:30:27
2023-07-27 01:07:38,729 semantic_segmentation INFO: Iters: 133890/150000 || Lr: 0.002685 || Task Loss: 0.2166 || KD Loss: 0.0233|| 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, 14:21:23 || Estimated Time: 7:30:10
2023-07-27 01:07:55,373 semantic_segmentation INFO: Iters: 133900/150000 || Lr: 0.002684 || Task Loss: 0.3230 || KD Loss: 0.0438|| 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, 14:21:39 || Estimated Time: 7:29:53
2023-07-27 01:08:12,118 semantic_segmentation INFO: Iters: 133910/150000 || Lr: 0.002682 || Task Loss: 0.2317 || KD Loss: 0.0304|| 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, 14:21:56 || Estimated Time: 7:29:36
2023-07-27 01:08:28,908 semantic_segmentation INFO: Iters: 133920/150000 || Lr: 0.002681 || Task Loss: 0.2123 || KD Loss: 0.0315|| 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, 14:22:13 || Estimated Time: 7:29:20
2023-07-27 01:08:45,602 semantic_segmentation INFO: Iters: 133930/150000 || Lr: 0.002679 || Task Loss: 0.2829 || KD Loss: 0.0393|| 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, 14:22:30 || Estimated Time: 7:29:03
2023-07-27 01:09:02,291 semantic_segmentation INFO: Iters: 133940/150000 || Lr: 0.002678 || Task Loss: 0.2129 || KD Loss: 0.0342|| 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, 14:22:46 || Estimated Time: 7:28:46
2023-07-27 01:09:18,950 semantic_segmentation INFO: Iters: 133950/150000 || Lr: 0.002676 || Task Loss: 0.2083 || KD Loss: 0.0500|| 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, 14:23:03 || Estimated Time: 7:28:29
2023-07-27 01:09:35,639 semantic_segmentation INFO: Iters: 133960/150000 || Lr: 0.002675 || Task Loss: 0.2693 || KD Loss: 0.0271|| 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, 14:23:20 || Estimated Time: 7:28:12
2023-07-27 01:09:52,315 semantic_segmentation INFO: Iters: 133970/150000 || Lr: 0.002673 || Task Loss: 0.2919 || KD Loss: 0.0278|| 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, 14:23:36 || Estimated Time: 7:27:56
2023-07-27 01:10:09,051 semantic_segmentation INFO: Iters: 133980/150000 || Lr: 0.002672 || Task Loss: 0.3869 || KD Loss: 0.0372|| 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, 14:23:53 || Estimated Time: 7:27:39
2023-07-27 01:10:25,714 semantic_segmentation INFO: Iters: 133990/150000 || Lr: 0.002670 || Task Loss: 0.2916 || KD Loss: 0.0642|| 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, 14:24:10 || Estimated Time: 7:27:22
2023-07-27 01:10:42,439 semantic_segmentation INFO: Iters: 134000/150000 || Lr: 0.002669 || Task Loss: 0.2381 || KD Loss: 0.0400|| 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, 14:24:26 || Estimated Time: 7:27:05
2023-07-27 01:10:59,122 semantic_segmentation INFO: Iters: 134010/150000 || Lr: 0.002667 || Task Loss: 0.3048 || KD Loss: 0.0252|| 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, 14:24:43 || Estimated Time: 7:26:49
2023-07-27 01:11:15,818 semantic_segmentation INFO: Iters: 134020/150000 || Lr: 0.002666 || Task Loss: 0.2592 || KD Loss: 0.0297|| 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, 14:25:00 || Estimated Time: 7:26:32
2023-07-27 01:11:32,592 semantic_segmentation INFO: Iters: 134030/150000 || Lr: 0.002664 || Task Loss: 0.3021 || KD Loss: 0.0424|| 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, 14:25:17 || Estimated Time: 7:26:15
2023-07-27 01:11:49,358 semantic_segmentation INFO: Iters: 134040/150000 || Lr: 0.002663 || Task Loss: 0.2112 || KD Loss: 0.0248|| 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, 14:25:33 || Estimated Time: 7:25:58
2023-07-27 01:12:06,019 semantic_segmentation INFO: Iters: 134050/150000 || Lr: 0.002661 || Task Loss: 0.2250 || KD Loss: 0.0359|| 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, 14:25:50 || Estimated Time: 7:25:41
2023-07-27 01:12:22,697 semantic_segmentation INFO: Iters: 134060/150000 || Lr: 0.002660 || Task Loss: 0.2512 || KD Loss: 0.0385|| 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, 14:26:07 || Estimated Time: 7:25:25
2023-07-27 01:12:39,373 semantic_segmentation INFO: Iters: 134070/150000 || Lr: 0.002658 || Task Loss: 0.2711 || KD Loss: 0.0219|| 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, 14:26:23 || Estimated Time: 7:25:08
2023-07-27 01:12:56,156 semantic_segmentation INFO: Iters: 134080/150000 || Lr: 0.002657 || Task Loss: 0.2404 || KD Loss: 0.0369|| 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, 14:26:40 || Estimated Time: 7:24:51
2023-07-27 01:13:12,844 semantic_segmentation INFO: Iters: 134090/150000 || Lr: 0.002655 || Task Loss: 0.4228 || KD Loss: 0.0292|| 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, 14:26:57 || Estimated Time: 7:24:34
2023-07-27 01:13:29,610 semantic_segmentation INFO: Iters: 134100/150000 || Lr: 0.002654 || Task Loss: 0.2215 || KD Loss: 0.0376|| 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, 14:27:14 || Estimated Time: 7:24:18
2023-07-27 01:13:46,331 semantic_segmentation INFO: Iters: 134110/150000 || Lr: 0.002652 || Task Loss: 0.2995 || KD Loss: 0.0251|| 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, 14:27:30 || Estimated Time: 7:24:01
2023-07-27 01:14:03,078 semantic_segmentation INFO: Iters: 134120/150000 || Lr: 0.002651 || Task Loss: 0.2148 || KD Loss: 0.0304|| 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, 14:27:47 || Estimated Time: 7:23:44
2023-07-27 01:14:19,736 semantic_segmentation INFO: Iters: 134130/150000 || Lr: 0.002649 || Task Loss: 0.2321 || KD Loss: 0.0375|| 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, 14:28:04 || Estimated Time: 7:23:27
2023-07-27 01:14:36,520 semantic_segmentation INFO: Iters: 134140/150000 || Lr: 0.002648 || Task Loss: 0.2108 || KD Loss: 0.0399|| 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, 14:28:20 || Estimated Time: 7:23:11
2023-07-27 01:14:53,237 semantic_segmentation INFO: Iters: 134150/150000 || Lr: 0.002646 || Task Loss: 0.2294 || KD Loss: 0.0252|| 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, 14:28:37 || Estimated Time: 7:22:54
2023-07-27 01:15:09,950 semantic_segmentation INFO: Iters: 134160/150000 || Lr: 0.002645 || Task Loss: 0.3314 || KD Loss: 0.0403|| 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, 14:28:54 || Estimated Time: 7:22:37
2023-07-27 01:15:26,639 semantic_segmentation INFO: Iters: 134170/150000 || Lr: 0.002643 || Task Loss: 0.1977 || KD Loss: 0.0252|| 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, 14:29:11 || Estimated Time: 7:22:20
2023-07-27 01:15:43,675 semantic_segmentation INFO: Iters: 134180/150000 || Lr: 0.002642 || Task Loss: 0.2633 || KD Loss: 0.0381|| 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, 14:29:28 || Estimated Time: 7:22:03
2023-07-27 01:16:00,358 semantic_segmentation INFO: Iters: 134190/150000 || Lr: 0.002640 || Task Loss: 0.2443 || KD Loss: 0.0591|| 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, 14:29:44 || Estimated Time: 7:21:47
2023-07-27 01:16:17,056 semantic_segmentation INFO: Iters: 134200/150000 || Lr: 0.002639 || Task Loss: 0.3358 || KD Loss: 0.0409|| 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, 14:30:01 || Estimated Time: 7:21:30
2023-07-27 01:16:33,756 semantic_segmentation INFO: Iters: 134210/150000 || Lr: 0.002637 || Task Loss: 0.2053 || KD Loss: 0.0346|| 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, 14:30:18 || Estimated Time: 7:21:13
2023-07-27 01:16:50,661 semantic_segmentation INFO: Iters: 134220/150000 || Lr: 0.002636 || Task Loss: 0.2321 || KD Loss: 0.0367|| 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, 14:30:35 || Estimated Time: 7:20:56
2023-07-27 01:17:10,780 semantic_segmentation INFO: Iters: 134230/150000 || Lr: 0.002634 || Task Loss: 0.3174 || KD Loss: 0.0429|| 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, 14:30:55 || Estimated Time: 7:20:40
2023-07-27 01:17:27,482 semantic_segmentation INFO: Iters: 134240/150000 || Lr: 0.002633 || Task Loss: 0.2459 || KD Loss: 0.0463|| 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, 14:31:11 || Estimated Time: 7:20:23
2023-07-27 01:17:44,176 semantic_segmentation INFO: Iters: 134250/150000 || Lr: 0.002631 || Task Loss: 0.3109 || KD Loss: 0.0448|| 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, 14:31:28 || Estimated Time: 7:20:06
2023-07-27 01:18:00,900 semantic_segmentation INFO: Iters: 134260/150000 || Lr: 0.002630 || Task Loss: 0.2611 || KD Loss: 0.0327|| 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, 14:31:45 || Estimated Time: 7:19:50
2023-07-27 01:18:17,683 semantic_segmentation INFO: Iters: 134270/150000 || Lr: 0.002628 || Task Loss: 0.3319 || KD Loss: 0.0604|| 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, 14:32:02 || Estimated Time: 7:19:33
2023-07-27 01:18:34,388 semantic_segmentation INFO: Iters: 134280/150000 || Lr: 0.002627 || Task Loss: 0.2027 || KD Loss: 0.0349|| 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, 14:32:18 || Estimated Time: 7:19:16
2023-07-27 01:18:51,154 semantic_segmentation INFO: Iters: 134290/150000 || Lr: 0.002625 || Task Loss: 0.1689 || KD Loss: 0.0236|| 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, 14:32:35 || Estimated Time: 7:18:59
2023-07-27 01:19:07,821 semantic_segmentation INFO: Iters: 134300/150000 || Lr: 0.002624 || Task Loss: 0.2191 || KD Loss: 0.0280|| 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, 14:32:52 || Estimated Time: 7:18:43
2023-07-27 01:19:24,679 semantic_segmentation INFO: Iters: 134310/150000 || Lr: 0.002622 || Task Loss: 0.2594 || KD Loss: 0.0337|| 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, 14:33:09 || Estimated Time: 7:18:26
2023-07-27 01:19:41,408 semantic_segmentation INFO: Iters: 134320/150000 || Lr: 0.002621 || Task Loss: 0.2408 || KD Loss: 0.0246|| 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, 14:33:25 || Estimated Time: 7:18:09
2023-07-27 01:19:58,119 semantic_segmentation INFO: Iters: 134330/150000 || Lr: 0.002619 || Task Loss: 0.2801 || KD Loss: 0.0371|| 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, 14:33:42 || Estimated Time: 7:17:52
2023-07-27 01:20:14,787 semantic_segmentation INFO: Iters: 134340/150000 || Lr: 0.002617 || Task Loss: 0.3033 || KD Loss: 0.0430|| 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, 14:33:59 || Estimated Time: 7:17:36
2023-07-27 01:20:31,467 semantic_segmentation INFO: Iters: 134350/150000 || Lr: 0.002616 || Task Loss: 0.3462 || KD Loss: 0.0723|| 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, 14:34:15 || Estimated Time: 7:17:19
2023-07-27 01:20:48,212 semantic_segmentation INFO: Iters: 134360/150000 || Lr: 0.002614 || Task Loss: 0.2745 || KD Loss: 0.0294|| 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, 14:34:32 || Estimated Time: 7:17:02
2023-07-27 01:21:05,009 semantic_segmentation INFO: Iters: 134370/150000 || Lr: 0.002613 || Task Loss: 0.3888 || KD Loss: 0.0863|| 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, 14:34:49 || Estimated Time: 7:16:45
2023-07-27 01:21:21,711 semantic_segmentation INFO: Iters: 134380/150000 || Lr: 0.002611 || Task Loss: 0.3154 || KD Loss: 0.0692|| 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, 14:35:06 || Estimated Time: 7:16:28
2023-07-27 01:21:38,492 semantic_segmentation INFO: Iters: 134390/150000 || Lr: 0.002610 || Task Loss: 0.3032 || KD Loss: 0.0410|| 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, 14:35:22 || Estimated Time: 7:16:12
2023-07-27 01:21:55,190 semantic_segmentation INFO: Iters: 134400/150000 || Lr: 0.002608 || Task Loss: 0.3976 || KD Loss: 0.0909|| 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, 14:35:39 || Estimated Time: 7:15:55
2023-07-27 01:21:55,303 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 01:21:55,752 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-27 01:21:55,775 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.134
2023-07-27 01:21:55,788 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.165
2023-07-27 01:21:55,803 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.977, mIoU: 0.165
2023-07-27 01:21:55,817 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.241
2023-07-27 01:21:55,829 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.283
2023-07-27 01:21:55,843 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.328
2023-07-27 01:21:55,857 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.333
2023-07-27 01:21:55,869 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.376
2023-07-27 01:21:55,883 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.420
2023-07-27 01:21:55,896 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.464
2023-07-27 01:21:55,911 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.511
2023-07-27 01:21:55,923 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.508
2023-07-27 01:21:55,936 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.491
2023-07-27 01:21:55,950 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.490
2023-07-27 01:21:55,962 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-27 01:21:55,973 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.482
2023-07-27 01:21:55,985 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.482
2023-07-27 01:21:55,999 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.961, mIoU: 0.480
2023-07-27 01:21:56,017 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.527
2023-07-27 01:21:56,033 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.961, mIoU: 0.529
2023-07-27 01:21:56,048 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.961, mIoU: 0.540
2023-07-27 01:21:56,062 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.574
2023-07-27 01:21:56,078 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.958, mIoU: 0.574
2023-07-27 01:21:56,095 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.572
2023-07-27 01:21:56,110 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.957, mIoU: 0.593
2023-07-27 01:21:56,125 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.957, mIoU: 0.592
2023-07-27 01:21:56,137 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.958, mIoU: 0.594
2023-07-27 01:21:56,153 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-27 01:21:56,168 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.954, mIoU: 0.583
2023-07-27 01:21:56,182 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.955, mIoU: 0.583
2023-07-27 01:21:56,198 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.956, mIoU: 0.583
2023-07-27 01:21:56,213 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.957, mIoU: 0.592
2023-07-27 01:21:56,228 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.957, mIoU: 0.589
2023-07-27 01:21:56,244 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.958, mIoU: 0.634
2023-07-27 01:21:56,259 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.958, mIoU: 0.634
2023-07-27 01:21:56,272 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.958, mIoU: 0.635
2023-07-27 01:21:56,284 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.959, mIoU: 0.680
2023-07-27 01:21:56,301 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.960, mIoU: 0.681
2023-07-27 01:21:56,313 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.959, mIoU: 0.679
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2023-07-27 01:21:56,354 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.958, mIoU: 0.698
2023-07-27 01:21:56,367 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.959, mIoU: 0.699
2023-07-27 01:21:56,382 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.958, mIoU: 0.711
2023-07-27 01:21:56,396 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.959, mIoU: 0.713
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2023-07-27 01:21:56,421 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.960, mIoU: 0.715
2023-07-27 01:21:56,435 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.960, mIoU: 0.716
2023-07-27 01:21:56,450 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.959, mIoU: 0.712
2023-07-27 01:21:56,466 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.959, mIoU: 0.710
2023-07-27 01:21:56,481 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.960, mIoU: 0.711
2023-07-27 01:21:56,495 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.960, mIoU: 0.707
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2023-07-27 01:21:56,526 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.960, mIoU: 0.713
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2023-07-27 01:21:56,555 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.959, mIoU: 0.707
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2023-07-27 01:21:56,601 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.956, mIoU: 0.742
2023-07-27 01:21:56,615 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.957, mIoU: 0.745
2023-07-27 01:21:56,630 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.957, mIoU: 0.743
2023-07-27 01:21:56,643 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.957, mIoU: 0.741
2023-07-27 01:21:56,662 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.958, mIoU: 0.744
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2023-07-27 01:21:56,705 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.959, mIoU: 0.743
2023-07-27 01:21:56,718 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.959, mIoU: 0.789
2023-07-27 01:21:56,733 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.960, mIoU: 0.790
2023-07-27 01:21:56,748 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.959, mIoU: 0.787
2023-07-27 01:21:56,764 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.959, mIoU: 0.804
2023-07-27 01:21:56,777 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.959, mIoU: 0.803
2023-07-27 01:21:56,792 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.959, mIoU: 0.802
2023-07-27 01:21:56,806 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.959, mIoU: 0.801
2023-07-27 01:21:56,821 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.959, mIoU: 0.803
2023-07-27 01:21:56,835 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.960, mIoU: 0.803
2023-07-27 01:21:56,850 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.955, mIoU: 0.796
2023-07-27 01:21:56,859 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.793
2023-07-27 01:21:56,874 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.796
2023-07-27 01:21:56,890 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.955, mIoU: 0.796
2023-07-27 01:21:56,903 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.955, mIoU: 0.799
2023-07-27 01:21:56,918 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.798
2023-07-27 01:21:56,933 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.795
2023-07-27 01:21:56,948 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.953, mIoU: 0.791
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2023-07-27 01:21:57,022 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.953, mIoU: 0.800
2023-07-27 01:21:57,035 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.953, mIoU: 0.800
2023-07-27 01:21:57,051 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.953, mIoU: 0.797
2023-07-27 01:21:57,067 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.954, mIoU: 0.797
2023-07-27 01:21:57,082 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.954, mIoU: 0.799
2023-07-27 01:21:57,096 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.954, mIoU: 0.801
2023-07-27 01:21:57,111 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.953, mIoU: 0.796
2023-07-27 01:21:57,127 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 01:21:57,140 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 01:21:57,154 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.953, mIoU: 0.795
2023-07-27 01:21:57,169 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.954, mIoU: 0.793
2023-07-27 01:21:57,182 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.954, mIoU: 0.794
2023-07-27 01:21:57,198 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.954, mIoU: 0.793
2023-07-27 01:21:57,212 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.954, mIoU: 0.793
2023-07-27 01:21:57,225 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.954, mIoU: 0.793
2023-07-27 01:21:57,240 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,257 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,269 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 01:21:57,285 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 01:21:57,299 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,312 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,325 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,337 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 01:21:57,350 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.954, mIoU: 0.793
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2023-07-27 01:21:57,393 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.954, mIoU: 0.794
2023-07-27 01:21:57,406 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.955, mIoU: 0.794
2023-07-27 01:21:57,418 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 01:21:57,433 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 01:21:57,445 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.954, mIoU: 0.791
2023-07-27 01:21:57,459 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 01:21:57,474 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 01:21:57,487 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 01:21:57,499 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.953, mIoU: 0.787
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2023-07-27 01:21:57,565 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.952, mIoU: 0.769
2023-07-27 01:21:57,574 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.952, mIoU: 0.769
2023-07-27 01:21:57,587 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.952, mIoU: 0.773
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2023-07-27 01:21:57,616 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-27 01:21:57,629 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-27 01:21:57,644 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.953, mIoU: 0.775
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2023-07-27 01:21:57,669 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.953, mIoU: 0.775
2023-07-27 01:21:57,684 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.951, mIoU: 0.771
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2023-07-27 01:21:57,831 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.952, mIoU: 0.777
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2023-07-27 01:22:02,998 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 01:22:03,143 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-27 01:22:03,226 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:22:03,237 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 01:22:03,403 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:03,418 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 01:22:04,145 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,160 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,175 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,186 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,200 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,215 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,229 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,243 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,258 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,269 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,284 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,298 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,313 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,326 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:04,341 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,355 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,370 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,384 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:04,400 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,414 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,429 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,443 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,458 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,471 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:04,486 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,501 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,516 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,529 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,544 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,557 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,572 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,587 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,603 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,617 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,632 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,647 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 01:22:04,661 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:04,675 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:04,689 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:04,704 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 01:22:04,721 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 01:22:04,736 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 01:22:04,751 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 01:22:04,760 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 01:22:04,773 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,788 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,800 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,814 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:04,827 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,840 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,855 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,871 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,886 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,902 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 01:22:04,915 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:04,929 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,943 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:04,958 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,973 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:04,988 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,004 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,018 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,033 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,046 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,062 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,076 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,089 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,101 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,115 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,130 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,145 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,158 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,172 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,187 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,201 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,213 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,226 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,233 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:05,247 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,262 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,276 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,292 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,307 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,322 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,339 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:05,354 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:05,367 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 01:22:05,382 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,397 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,412 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,427 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,440 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,453 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,467 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:05,481 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,494 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:05,507 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,520 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:05,534 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,549 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,561 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,574 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,587 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,598 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,612 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,627 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,641 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,655 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,670 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,684 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,697 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,712 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,728 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,744 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,760 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:05,775 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 01:22:05,791 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 01:22:05,804 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:05,817 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 01:22:05,830 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,846 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,863 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:05,876 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,889 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:05,903 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,917 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,931 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,946 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,960 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:05,973 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:05,987 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,000 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,013 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,028 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,041 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,056 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,069 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,084 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,099 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,112 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,126 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,142 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,159 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:06,175 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:06,190 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:06,202 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,215 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,229 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,242 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:06,257 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:06,274 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,287 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,302 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,315 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,329 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,345 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,358 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,371 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,385 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,400 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,413 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,427 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,442 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,455 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,468 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,482 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,497 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,513 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,527 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,541 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,554 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,569 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,582 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,595 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,610 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,625 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,637 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,653 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,668 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:06,683 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,698 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,711 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,723 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,737 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,750 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,763 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,776 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:06,791 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,804 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,817 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,831 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,847 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,862 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,877 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,890 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,903 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,918 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,933 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,948 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,963 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,975 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:06,988 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:06,999 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,014 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:07,030 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:07,044 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:07,057 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:07,068 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,081 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 01:22:07,095 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,110 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,123 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,138 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,151 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,167 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,181 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,196 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,209 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,224 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,239 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 01:22:07,252 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,268 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,283 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:07,298 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,313 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,328 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,343 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,358 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,372 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,386 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,401 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,413 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,426 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,439 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,455 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,468 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,484 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,498 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,509 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,523 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,539 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:07,554 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,567 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,583 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,597 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,610 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:07,624 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:07,639 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:07,654 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:07,667 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:07,678 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:07,695 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,710 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,724 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,737 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,752 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:07,767 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:07,781 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:07,796 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:07,809 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:07,823 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:07,836 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:07,851 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,865 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,878 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,893 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,906 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,920 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:07,935 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:07,949 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:07,963 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,978 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:07,992 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,006 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,022 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,036 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,052 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,066 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,076 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,090 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,103 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,117 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,132 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,148 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,160 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,176 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,191 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,205 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,221 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,236 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,249 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,264 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,278 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,293 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:08,305 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:08,320 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:08,334 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,350 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,363 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,378 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,393 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,406 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,420 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,435 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,448 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,462 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,475 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,489 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,504 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,519 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,534 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,549 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,563 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,576 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,588 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,603 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,615 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,628 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,642 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,656 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,670 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:08,685 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,698 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,711 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:08,726 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,740 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:08,753 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:08,767 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,780 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,796 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,811 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,827 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,844 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,859 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,868 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,883 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,898 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,910 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,924 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,939 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,953 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,967 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,982 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:08,997 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,013 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,028 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,043 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,060 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,076 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,089 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,105 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,120 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,134 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 01:22:09,147 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,162 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,178 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,193 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,200 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,213 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,226 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,238 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,249 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 01:22:09,263 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,277 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,292 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,303 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,315 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,330 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,340 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,355 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,368 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,382 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,396 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,411 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,425 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,436 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,449 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,464 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,478 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,492 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,507 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,519 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,529 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,540 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,552 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,564 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,578 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,591 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,605 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 01:22:09,620 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,636 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,650 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,665 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,680 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,695 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,710 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,724 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,738 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:09,753 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,768 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,781 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,794 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,809 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,821 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,836 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,850 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,865 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:09,879 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 01:22:09,896 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 01:22:09,912 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 01:22:09,924 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:09,939 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:09,953 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:09,968 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:09,982 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:09,995 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:10,008 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:10,023 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:10,038 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 01:22:10,053 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 01:22:10,068 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 01:22:10,083 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 01:22:10,099 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 01:22:10,113 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,128 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,141 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 01:22:10,156 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,166 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,179 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,194 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,207 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,222 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 01:22:10,236 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,251 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,266 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,281 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,296 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,310 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,322 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,337 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,350 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,365 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,379 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,391 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,406 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,419 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,434 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,449 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,464 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,479 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,494 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,507 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,519 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,534 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,547 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,560 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,576 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,590 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,605 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,618 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,630 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,646 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,661 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,676 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,689 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,701 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,716 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,730 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,746 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 01:22:10,760 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,775 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,790 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,804 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,819 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,834 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,850 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,865 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,880 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,893 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,908 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,923 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 01:22:10,939 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 01:22:10,951 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 01:22:10,965 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:10,980 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:10,996 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:11,009 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:11,023 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,038 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,052 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:11,067 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,082 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,097 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,110 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,125 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,140 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,153 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,168 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:11,180 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 01:22:11,189 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:11,205 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 01:22:11,249 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:11,264 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,277 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:11,290 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:11,305 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,320 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,335 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,353 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,367 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,384 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 01:22:11,398 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,411 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,426 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,441 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,455 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,467 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,480 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,495 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,509 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,524 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,538 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,550 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 01:22:11,591 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,606 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:11,621 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-27 01:22:11,652 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:11,665 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 01:22:11,767 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-27 01:22:11,890 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 01:22:12,001 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-27 01:22:12,028 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:12,040 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.749
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2023-07-27 01:22:12,138 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 01:22:12,164 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 01:22:12,178 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 01:22:12,224 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,238 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,250 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,265 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,280 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,294 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 01:22:12,307 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,322 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,338 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,353 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,363 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,378 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,394 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,408 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,423 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,436 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,451 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,464 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,477 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,491 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,506 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,521 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,536 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 01:22:12,552 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,566 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,580 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:12,595 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:12,607 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:12,621 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:12,637 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,652 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,665 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,680 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,692 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,707 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,723 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,738 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,751 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,766 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,783 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,798 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,809 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,825 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,840 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,851 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,866 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,880 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,895 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,907 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,919 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,933 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,946 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,960 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,972 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:12,987 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:12,999 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:13,011 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:13,025 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 01:22:13,039 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,053 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,068 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,084 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,097 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,112 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,126 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,141 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,156 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,169 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,182 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,198 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,213 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,228 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,242 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,257 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,271 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 01:22:13,286 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,298 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,311 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,326 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,340 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,356 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,370 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,385 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,400 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,413 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,426 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,441 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,454 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,468 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,483 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,498 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,512 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,527 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 01:22:13,542 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,556 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,570 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,584 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,599 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,615 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,629 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,644 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,659 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,671 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,684 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,699 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,714 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,726 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,741 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,756 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,770 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,785 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,799 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,813 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,828 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,840 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,854 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,866 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,879 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,892 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,907 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,922 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,935 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:13,948 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,963 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,975 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:13,989 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,004 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,019 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,034 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,049 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,062 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,077 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,092 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,104 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,119 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,134 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,149 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,162 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,176 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,191 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,205 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,219 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,231 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,246 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,262 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,276 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,291 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,304 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,319 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,334 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,350 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,366 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,381 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,397 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,412 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,423 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,437 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,450 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 01:22:14,509 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 01:22:14,521 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 01:22:14,576 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 01:22:14,718 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 01:22:14,814 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,828 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 01:22:14,843 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,857 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,870 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,883 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,898 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,913 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,928 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,941 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:14,956 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:14,973 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:14,988 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,003 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,018 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,026 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,041 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,054 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,067 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,082 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,098 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,111 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,126 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,141 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,155 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 01:22:15,170 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,183 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,197 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,212 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,226 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,241 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,256 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,272 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,285 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,299 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,314 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,329 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,342 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:15,356 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,372 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,387 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,401 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:22:15,416 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,431 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,446 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,461 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,474 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,489 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,502 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,516 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,531 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,546 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,560 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,573 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,588 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,602 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,617 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,631 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,646 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,660 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,675 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,687 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,701 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,714 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,729 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,743 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,758 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:22:15,773 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,787 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,801 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,811 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,825 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,838 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,853 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,868 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:15,882 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,896 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,907 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,917 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,933 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,948 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,963 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,975 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:15,990 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,005 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,018 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,033 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,047 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,061 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,075 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,088 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:22:16,102 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,117 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,131 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,144 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,158 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,172 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,187 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,202 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:16,215 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,228 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,242 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:22:16,259 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:22:32,836 semantic_segmentation INFO: Iters: 134410/150000 || Lr: 0.002607 || Task Loss: 0.2790 || KD Loss: 0.0388|| 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, 14:36:17 || Estimated Time: 7:15:41
2023-07-27 01:22:49,464 semantic_segmentation INFO: Iters: 134420/150000 || Lr: 0.002605 || Task Loss: 0.2828 || KD Loss: 0.0307|| 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, 14:36:33 || Estimated Time: 7:15:24
2023-07-27 01:23:06,126 semantic_segmentation INFO: Iters: 134430/150000 || Lr: 0.002604 || Task Loss: 0.2711 || KD Loss: 0.0421|| 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, 14:36:50 || Estimated Time: 7:15:07
2023-07-27 01:23:22,922 semantic_segmentation INFO: Iters: 134440/150000 || Lr: 0.002602 || Task Loss: 0.2823 || KD Loss: 0.0372|| 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, 14:37:07 || Estimated Time: 7:14:50
2023-07-27 01:23:39,693 semantic_segmentation INFO: Iters: 134450/150000 || Lr: 0.002601 || Task Loss: 0.2935 || KD Loss: 0.0316|| 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, 14:37:24 || Estimated Time: 7:14:33
2023-07-27 01:23:56,435 semantic_segmentation INFO: Iters: 134460/150000 || Lr: 0.002599 || Task Loss: 0.1911 || KD Loss: 0.0320|| 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, 14:37:40 || Estimated Time: 7:14:17
2023-07-27 01:24:13,017 semantic_segmentation INFO: Iters: 134470/150000 || Lr: 0.002598 || Task Loss: 0.2458 || KD Loss: 0.0340|| 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, 14:37:57 || Estimated Time: 7:14:00
2023-07-27 01:24:29,793 semantic_segmentation INFO: Iters: 134480/150000 || Lr: 0.002596 || Task Loss: 0.1629 || KD Loss: 0.0219|| 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, 14:38:14 || Estimated Time: 7:13:43
2023-07-27 01:24:46,491 semantic_segmentation INFO: Iters: 134490/150000 || Lr: 0.002595 || Task Loss: 0.2448 || KD Loss: 0.0348|| 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, 14:38:30 || Estimated Time: 7:13:26
2023-07-27 01:25:03,217 semantic_segmentation INFO: Iters: 134500/150000 || Lr: 0.002593 || Task Loss: 0.2248 || KD Loss: 0.0312|| 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, 14:38:47 || Estimated Time: 7:13:10
2023-07-27 01:25:19,963 semantic_segmentation INFO: Iters: 134510/150000 || Lr: 0.002592 || Task Loss: 0.3913 || KD Loss: 0.0414|| 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, 14:39:04 || Estimated Time: 7:12:53
2023-07-27 01:25:36,768 semantic_segmentation INFO: Iters: 134520/150000 || Lr: 0.002590 || Task Loss: 0.3063 || KD Loss: 0.0747|| 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, 14:39:21 || Estimated Time: 7:12:36
2023-07-27 01:25:53,475 semantic_segmentation INFO: Iters: 134530/150000 || Lr: 0.002589 || Task Loss: 0.3761 || KD Loss: 0.0394|| 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, 14:39:37 || Estimated Time: 7:12:19
2023-07-27 01:26:10,219 semantic_segmentation INFO: Iters: 134540/150000 || Lr: 0.002587 || Task Loss: 0.2818 || KD Loss: 0.0497|| 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, 14:39:54 || Estimated Time: 7:12:03
2023-07-27 01:26:27,268 semantic_segmentation INFO: Iters: 134550/150000 || Lr: 0.002586 || Task Loss: 0.2693 || KD Loss: 0.0319|| 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, 14:40:11 || Estimated Time: 7:11:46
2023-07-27 01:26:43,936 semantic_segmentation INFO: Iters: 134560/150000 || Lr: 0.002584 || Task Loss: 0.2335 || KD Loss: 0.0302|| 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, 14:40:28 || Estimated Time: 7:11:29
2023-07-27 01:27:00,600 semantic_segmentation INFO: Iters: 134570/150000 || Lr: 0.002583 || Task Loss: 0.2871 || KD Loss: 0.0293|| 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, 14:40:45 || Estimated Time: 7:11:12
2023-07-27 01:27:17,390 semantic_segmentation INFO: Iters: 134580/150000 || Lr: 0.002581 || Task Loss: 0.2348 || KD Loss: 0.0480|| 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, 14:41:01 || Estimated Time: 7:10:55
2023-07-27 01:27:34,127 semantic_segmentation INFO: Iters: 134590/150000 || Lr: 0.002580 || Task Loss: 0.2483 || KD Loss: 0.0361|| 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, 14:41:18 || Estimated Time: 7:10:39
2023-07-27 01:27:50,855 semantic_segmentation INFO: Iters: 134600/150000 || Lr: 0.002578 || Task Loss: 0.2001 || KD Loss: 0.0286|| 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, 14:41:35 || Estimated Time: 7:10:22
2023-07-27 01:28:07,507 semantic_segmentation INFO: Iters: 134610/150000 || Lr: 0.002577 || Task Loss: 0.2680 || KD Loss: 0.0309|| 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, 14:41:51 || Estimated Time: 7:10:05
2023-07-27 01:28:24,561 semantic_segmentation INFO: Iters: 134620/150000 || Lr: 0.002575 || Task Loss: 0.2323 || KD Loss: 0.0316|| 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, 14:42:09 || Estimated Time: 7:09:48
2023-07-27 01:28:41,296 semantic_segmentation INFO: Iters: 134630/150000 || Lr: 0.002574 || Task Loss: 0.3872 || KD Loss: 0.0462|| 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, 14:42:25 || Estimated Time: 7:09:32
2023-07-27 01:28:57,999 semantic_segmentation INFO: Iters: 134640/150000 || Lr: 0.002572 || Task Loss: 0.2625 || KD Loss: 0.0374|| 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, 14:42:42 || Estimated Time: 7:09:15
2023-07-27 01:29:14,686 semantic_segmentation INFO: Iters: 134650/150000 || Lr: 0.002571 || Task Loss: 0.2188 || KD Loss: 0.0277|| 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, 14:42:59 || Estimated Time: 7:08:58
2023-07-27 01:29:31,462 semantic_segmentation INFO: Iters: 134660/150000 || Lr: 0.002569 || Task Loss: 0.2563 || KD Loss: 0.0413|| 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, 14:43:15 || Estimated Time: 7:08:41
2023-07-27 01:29:48,173 semantic_segmentation INFO: Iters: 134670/150000 || Lr: 0.002568 || Task Loss: 0.3199 || KD Loss: 0.0298|| 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, 14:43:32 || Estimated Time: 7:08:25
2023-07-27 01:30:04,866 semantic_segmentation INFO: Iters: 134680/150000 || Lr: 0.002566 || Task Loss: 0.2518 || KD Loss: 0.0491|| 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, 14:43:49 || Estimated Time: 7:08:08
2023-07-27 01:30:22,117 semantic_segmentation INFO: Iters: 134690/150000 || Lr: 0.002565 || Task Loss: 0.3579 || KD Loss: 0.0524|| 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, 14:44:06 || Estimated Time: 7:07:51
2023-07-27 01:30:38,651 semantic_segmentation INFO: Iters: 134700/150000 || Lr: 0.002563 || Task Loss: 0.2014 || KD Loss: 0.0379|| 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, 14:44:23 || Estimated Time: 7:07:34
2023-07-27 01:30:55,441 semantic_segmentation INFO: Iters: 134710/150000 || Lr: 0.002562 || Task Loss: 0.2295 || KD Loss: 0.0414|| 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, 14:44:39 || Estimated Time: 7:07:18
2023-07-27 01:31:12,207 semantic_segmentation INFO: Iters: 134720/150000 || Lr: 0.002560 || Task Loss: 0.3278 || KD Loss: 0.0267|| 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, 14:44:56 || Estimated Time: 7:07:01
2023-07-27 01:31:28,874 semantic_segmentation INFO: Iters: 134730/150000 || Lr: 0.002559 || Task Loss: 0.2491 || KD Loss: 0.0282|| 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, 14:45:13 || Estimated Time: 7:06:44
2023-07-27 01:31:45,596 semantic_segmentation INFO: Iters: 134740/150000 || Lr: 0.002557 || Task Loss: 0.2529 || KD Loss: 0.0379|| 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, 14:45:30 || Estimated Time: 7:06:27
2023-07-27 01:32:02,305 semantic_segmentation INFO: Iters: 134750/150000 || Lr: 0.002556 || Task Loss: 0.2819 || KD Loss: 0.0271|| 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, 14:45:46 || Estimated Time: 7:06:10
2023-07-27 01:32:19,025 semantic_segmentation INFO: Iters: 134760/150000 || Lr: 0.002554 || Task Loss: 0.2354 || KD Loss: 0.0290|| 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, 14:46:03 || Estimated Time: 7:05:54
2023-07-27 01:32:35,795 semantic_segmentation INFO: Iters: 134770/150000 || Lr: 0.002553 || Task Loss: 0.1624 || KD Loss: 0.0231|| 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, 14:46:20 || Estimated Time: 7:05:37
2023-07-27 01:32:52,598 semantic_segmentation INFO: Iters: 134780/150000 || Lr: 0.002551 || Task Loss: 0.2938 || KD Loss: 0.0537|| 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, 14:46:37 || Estimated Time: 7:05:20
2023-07-27 01:33:09,163 semantic_segmentation INFO: Iters: 134790/150000 || Lr: 0.002550 || Task Loss: 0.2824 || KD Loss: 0.0403|| 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, 14:46:53 || Estimated Time: 7:05:03
2023-07-27 01:33:25,951 semantic_segmentation INFO: Iters: 134800/150000 || Lr: 0.002548 || Task Loss: 0.1937 || KD Loss: 0.0485|| 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, 14:47:10 || Estimated Time: 7:04:47
2023-07-27 01:33:42,701 semantic_segmentation INFO: Iters: 134810/150000 || Lr: 0.002547 || Task Loss: 0.2523 || KD Loss: 0.0352|| 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, 14:47:27 || Estimated Time: 7:04:30
2023-07-27 01:33:59,451 semantic_segmentation INFO: Iters: 134820/150000 || Lr: 0.002545 || Task Loss: 0.3089 || KD Loss: 0.0455|| 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, 14:47:43 || Estimated Time: 7:04:13
2023-07-27 01:34:16,139 semantic_segmentation INFO: Iters: 134830/150000 || Lr: 0.002544 || Task Loss: 0.2927 || KD Loss: 0.0254|| 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, 14:48:00 || Estimated Time: 7:03:56
2023-07-27 01:34:32,837 semantic_segmentation INFO: Iters: 134840/150000 || Lr: 0.002542 || Task Loss: 0.2401 || KD Loss: 0.0287|| 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, 14:48:17 || Estimated Time: 7:03:39
2023-07-27 01:34:50,120 semantic_segmentation INFO: Iters: 134850/150000 || Lr: 0.002541 || Task Loss: 0.2684 || KD Loss: 0.0464|| 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, 14:48:34 || Estimated Time: 7:03:23
2023-07-27 01:35:06,724 semantic_segmentation INFO: Iters: 134860/150000 || Lr: 0.002539 || Task Loss: 0.3957 || KD Loss: 0.0677|| 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, 14:48:51 || Estimated Time: 7:03:06
2023-07-27 01:35:23,314 semantic_segmentation INFO: Iters: 134870/150000 || Lr: 0.002538 || Task Loss: 0.3042 || KD Loss: 0.0382|| 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, 14:49:07 || Estimated Time: 7:02:49
2023-07-27 01:35:40,106 semantic_segmentation INFO: Iters: 134880/150000 || Lr: 0.002536 || Task Loss: 0.2224 || KD Loss: 0.0374|| 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, 14:49:24 || Estimated Time: 7:02:32
2023-07-27 01:35:56,891 semantic_segmentation INFO: Iters: 134890/150000 || Lr: 0.002535 || Task Loss: 0.2685 || KD Loss: 0.0402|| 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, 14:49:41 || Estimated Time: 7:02:16
2023-07-27 01:36:13,605 semantic_segmentation INFO: Iters: 134900/150000 || Lr: 0.002533 || Task Loss: 0.2958 || KD Loss: 0.0391|| 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, 14:49:58 || Estimated Time: 7:01:59
2023-07-27 01:36:30,294 semantic_segmentation INFO: Iters: 134910/150000 || Lr: 0.002532 || Task Loss: 0.3430 || KD Loss: 0.0344|| 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, 14:50:14 || Estimated Time: 7:01:42
2023-07-27 01:36:47,035 semantic_segmentation INFO: Iters: 134920/150000 || Lr: 0.002530 || Task Loss: 0.2603 || KD Loss: 0.0367|| 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, 14:50:31 || Estimated Time: 7:01:25
2023-07-27 01:37:03,664 semantic_segmentation INFO: Iters: 134930/150000 || Lr: 0.002529 || Task Loss: 0.2687 || KD Loss: 0.0381|| 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, 14:50:48 || Estimated Time: 7:01:09
2023-07-27 01:37:20,461 semantic_segmentation INFO: Iters: 134940/150000 || Lr: 0.002527 || Task Loss: 0.1805 || KD Loss: 0.0239|| 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, 14:51:04 || Estimated Time: 7:00:52
2023-07-27 01:37:37,107 semantic_segmentation INFO: Iters: 134950/150000 || Lr: 0.002526 || Task Loss: 0.2007 || KD Loss: 0.0320|| 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, 14:51:21 || Estimated Time: 7:00:35
2023-07-27 01:37:53,841 semantic_segmentation INFO: Iters: 134960/150000 || Lr: 0.002524 || Task Loss: 0.1719 || KD Loss: 0.0306|| 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, 14:51:38 || Estimated Time: 7:00:18
2023-07-27 01:38:10,580 semantic_segmentation INFO: Iters: 134970/150000 || Lr: 0.002523 || Task Loss: 0.3045 || KD Loss: 0.0360|| 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, 14:51:55 || Estimated Time: 7:00:01
2023-07-27 01:38:27,275 semantic_segmentation INFO: Iters: 134980/150000 || Lr: 0.002521 || Task Loss: 0.2625 || KD Loss: 0.0443|| 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, 14:52:11 || Estimated Time: 6:59:45
2023-07-27 01:38:43,992 semantic_segmentation INFO: Iters: 134990/150000 || Lr: 0.002520 || Task Loss: 0.1647 || KD Loss: 0.0370|| 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, 14:52:28 || Estimated Time: 6:59:28
2023-07-27 01:39:00,669 semantic_segmentation INFO: Iters: 135000/150000 || Lr: 0.002518 || Task Loss: 0.2356 || KD Loss: 0.0240|| 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, 14:52:45 || Estimated Time: 6:59:11
2023-07-27 01:39:17,445 semantic_segmentation INFO: Iters: 135010/150000 || Lr: 0.002516 || Task Loss: 0.2647 || KD Loss: 0.0347|| 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, 14:53:01 || Estimated Time: 6:58:54
2023-07-27 01:39:34,168 semantic_segmentation INFO: Iters: 135020/150000 || Lr: 0.002515 || Task Loss: 0.2025 || KD Loss: 0.0435|| 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, 14:53:18 || Estimated Time: 6:58:38
2023-07-27 01:39:51,399 semantic_segmentation INFO: Iters: 135030/150000 || Lr: 0.002513 || Task Loss: 0.3073 || KD Loss: 0.0353|| 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, 14:53:35 || Estimated Time: 6:58:21
2023-07-27 01:40:08,154 semantic_segmentation INFO: Iters: 135040/150000 || Lr: 0.002512 || Task Loss: 0.2744 || KD Loss: 0.0393|| 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, 14:53:52 || Estimated Time: 6:58:04
2023-07-27 01:40:24,765 semantic_segmentation INFO: Iters: 135050/150000 || Lr: 0.002510 || Task Loss: 0.3418 || KD Loss: 0.0470|| 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, 14:54:09 || Estimated Time: 6:57:47
2023-07-27 01:40:41,435 semantic_segmentation INFO: Iters: 135060/150000 || Lr: 0.002509 || Task Loss: 0.3494 || KD Loss: 0.0462|| 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, 14:54:25 || Estimated Time: 6:57:31
2023-07-27 01:40:58,279 semantic_segmentation INFO: Iters: 135070/150000 || Lr: 0.002507 || Task Loss: 0.2882 || KD Loss: 0.0431|| 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, 14:54:42 || Estimated Time: 6:57:14
2023-07-27 01:41:15,303 semantic_segmentation INFO: Iters: 135080/150000 || Lr: 0.002506 || Task Loss: 0.2174 || KD Loss: 0.0581|| 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, 14:54:59 || Estimated Time: 6:56:57
2023-07-27 01:41:35,579 semantic_segmentation INFO: Iters: 135090/150000 || Lr: 0.002504 || Task Loss: 0.2910 || KD Loss: 0.0264|| 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, 14:55:20 || Estimated Time: 6:56:41
2023-07-27 01:41:52,127 semantic_segmentation INFO: Iters: 135100/150000 || Lr: 0.002503 || Task Loss: 0.1923 || KD Loss: 0.0748|| 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, 14:55:36 || Estimated Time: 6:56:24
2023-07-27 01:42:08,815 semantic_segmentation INFO: Iters: 135110/150000 || Lr: 0.002501 || Task Loss: 0.2905 || 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, 14:55:53 || Estimated Time: 6:56:07
2023-07-27 01:42:25,597 semantic_segmentation INFO: Iters: 135120/150000 || Lr: 0.002500 || Task Loss: 0.2521 || KD Loss: 0.0259|| 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, 14:56:10 || Estimated Time: 6:55:50
2023-07-27 01:42:42,402 semantic_segmentation INFO: Iters: 135130/150000 || Lr: 0.002498 || Task Loss: 0.2505 || KD Loss: 0.0463|| 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, 14:56:26 || Estimated Time: 6:55:34
2023-07-27 01:42:59,179 semantic_segmentation INFO: Iters: 135140/150000 || Lr: 0.002497 || Task Loss: 0.2683 || KD Loss: 0.0280|| 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, 14:56:43 || Estimated Time: 6:55:17
2023-07-27 01:43:15,821 semantic_segmentation INFO: Iters: 135150/150000 || Lr: 0.002495 || Task Loss: 0.2367 || KD Loss: 0.0214|| 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, 14:57:00 || Estimated Time: 6:55:00
2023-07-27 01:43:32,606 semantic_segmentation INFO: Iters: 135160/150000 || Lr: 0.002494 || Task Loss: 0.2457 || KD Loss: 0.0377|| 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, 14:57:17 || Estimated Time: 6:54:43
2023-07-27 01:43:49,381 semantic_segmentation INFO: Iters: 135170/150000 || Lr: 0.002492 || Task Loss: 0.2468 || KD Loss: 0.0365|| 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, 14:57:33 || Estimated Time: 6:54:26
2023-07-27 01:44:06,165 semantic_segmentation INFO: Iters: 135180/150000 || Lr: 0.002491 || Task Loss: 0.2476 || KD Loss: 0.0340|| 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, 14:57:50 || Estimated Time: 6:54:10
2023-07-27 01:44:22,966 semantic_segmentation INFO: Iters: 135190/150000 || Lr: 0.002489 || Task Loss: 0.1754 || KD Loss: 0.0274|| 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, 14:58:07 || Estimated Time: 6:53:53
2023-07-27 01:44:39,569 semantic_segmentation INFO: Iters: 135200/150000 || Lr: 0.002488 || Task Loss: 0.2597 || KD Loss: 0.0396|| 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, 14:58:24 || Estimated Time: 6:53:36
2023-07-27 01:44:39,680 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 01:44:40,131 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-27 01:44:40,151 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-27 01:44:40,164 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.166
2023-07-27 01:44:40,177 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.166
2023-07-27 01:44:40,190 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.239
2023-07-27 01:44:40,202 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.282
2023-07-27 01:44:40,216 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.326
2023-07-27 01:44:40,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.332
2023-07-27 01:44:40,242 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.373
2023-07-27 01:44:40,256 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.418
2023-07-27 01:44:40,270 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.461
2023-07-27 01:44:40,284 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.507
2023-07-27 01:44:40,296 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.501
2023-07-27 01:44:40,310 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.485
2023-07-27 01:44:40,324 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.482
2023-07-27 01:44:40,337 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.478
2023-07-27 01:44:40,348 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.463
2023-07-27 01:44:40,361 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.464
2023-07-27 01:44:40,375 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.462
2023-07-27 01:44:40,391 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.515
2023-07-27 01:44:40,405 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.517
2023-07-27 01:44:40,420 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.526
2023-07-27 01:44:40,434 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.556
2023-07-27 01:44:40,450 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.557
2023-07-27 01:44:40,465 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.556
2023-07-27 01:44:40,479 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.574
2023-07-27 01:44:40,494 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.575
2023-07-27 01:44:40,505 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.577
2023-07-27 01:44:40,520 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.567
2023-07-27 01:44:40,534 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.567
2023-07-27 01:44:40,547 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.567
2023-07-27 01:44:40,562 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.568
2023-07-27 01:44:40,577 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.576
2023-07-27 01:44:40,591 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.574
2023-07-27 01:44:40,606 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.619
2023-07-27 01:44:40,620 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.619
2023-07-27 01:44:40,635 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.619
2023-07-27 01:44:40,648 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.665
2023-07-27 01:44:40,665 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.667
2023-07-27 01:44:40,678 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.665
2023-07-27 01:44:40,692 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.953, mIoU: 0.687
2023-07-27 01:44:40,708 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.954, mIoU: 0.687
2023-07-27 01:44:40,723 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.683
2023-07-27 01:44:40,736 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.683
2023-07-27 01:44:40,752 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.695
2023-07-27 01:44:40,768 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.697
2023-07-27 01:44:40,781 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.698
2023-07-27 01:44:40,794 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.699
2023-07-27 01:44:40,809 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.700
2023-07-27 01:44:40,826 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.691
2023-07-27 01:44:40,842 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.690
2023-07-27 01:44:40,857 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-27 01:44:40,870 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.685
2023-07-27 01:44:40,886 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 01:44:40,901 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-27 01:44:40,914 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 01:44:40,929 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.686
2023-07-27 01:44:40,946 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 01:44:40,959 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-27 01:44:40,973 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-27 01:44:40,986 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-27 01:44:41,001 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-27 01:44:41,014 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-27 01:44:41,031 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-27 01:44:41,044 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-27 01:44:41,060 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-27 01:44:41,076 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.953, mIoU: 0.719
2023-07-27 01:44:41,089 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.765
2023-07-27 01:44:41,105 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.954, mIoU: 0.765
2023-07-27 01:44:41,121 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.953, mIoU: 0.765
2023-07-27 01:44:41,139 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-27 01:44:41,153 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-27 01:44:41,169 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.779
2023-07-27 01:44:41,185 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.953, mIoU: 0.779
2023-07-27 01:44:41,200 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-27 01:44:41,215 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.954, mIoU: 0.781
2023-07-27 01:44:41,230 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 01:44:41,239 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 01:44:41,255 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.776
2023-07-27 01:44:41,270 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.776
2023-07-27 01:44:41,283 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 01:44:41,298 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 01:44:41,312 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 01:44:41,326 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 01:44:41,342 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 01:44:41,356 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 01:44:41,370 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-27 01:44:41,385 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-27 01:44:41,399 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-27 01:44:41,412 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.767
2023-07-27 01:44:41,426 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 01:44:41,441 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 01:44:41,456 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-27 01:44:41,470 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-27 01:44:41,485 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.765
2023-07-27 01:44:41,499 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.764
2023-07-27 01:44:41,512 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.764
2023-07-27 01:44:41,525 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-27 01:44:41,539 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 01:44:41,552 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 01:44:41,567 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,581 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,594 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 01:44:41,608 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 01:44:41,623 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,636 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 01:44:41,650 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 01:44:41,665 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,679 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 01:44:41,693 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,706 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 01:44:41,719 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-27 01:44:41,735 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-27 01:44:41,750 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 01:44:41,765 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 01:44:41,778 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 01:44:41,792 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-27 01:44:41,807 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-27 01:44:41,820 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.760
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2023-07-27 01:44:45,300 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-27 01:44:47,381 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:47,396 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 01:44:47,411 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-27 01:44:47,425 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-27 01:44:47,440 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-27 01:44:47,456 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 01:44:47,472 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 01:44:47,487 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-27 01:44:47,500 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-27 01:44:47,514 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-27 01:44:47,529 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-27 01:44:47,544 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-27 01:44:47,560 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-27 01:44:47,575 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-27 01:44:47,588 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-27 01:44:47,603 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-27 01:44:47,617 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-27 01:44:47,630 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-27 01:44:47,645 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.938, mIoU: 0.729
2023-07-27 01:44:47,656 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-27 01:44:47,671 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.938, mIoU: 0.731
2023-07-27 01:44:47,684 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.938, mIoU: 0.732
2023-07-27 01:44:47,696 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-27 01:44:47,708 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.938, mIoU: 0.733
2023-07-27 01:44:47,722 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,737 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,751 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,766 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,774 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,789 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.938, mIoU: 0.734
2023-07-27 01:44:47,805 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,821 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,836 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,852 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,866 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,880 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,895 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,911 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,926 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,939 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,953 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,968 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,983 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:47,998 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.939, mIoU: 0.735
2023-07-27 01:44:48,011 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,026 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,041 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,056 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,068 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,083 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,098 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,110 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,124 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,140 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,154 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.939, mIoU: 0.738
2023-07-27 01:44:48,169 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,181 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-27 01:44:48,212 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,231 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,241 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,257 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 01:44:48,273 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,286 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,301 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,315 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,330 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,346 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,361 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,375 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 01:44:48,387 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,401 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,416 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,431 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 01:44:48,447 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 01:44:48,461 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.939, mIoU: 0.737
2023-07-27 01:44:48,476 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 01:44:48,490 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,505 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,520 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,533 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,548 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,563 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,577 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,592 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,607 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,619 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,634 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,649 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,663 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,678 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,693 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,705 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,720 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,735 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,750 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 01:44:48,762 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:48,777 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:48,791 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:48,807 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:48,821 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:48,837 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,852 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,867 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,882 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,897 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,910 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:48,924 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:48,940 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:48,955 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:48,968 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:48,983 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:48,997 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:49,012 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:49,027 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:49,043 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:49,058 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:49,073 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,088 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 01:44:49,102 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 01:44:49,117 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 01:44:49,132 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 01:44:49,147 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 01:44:49,165 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 01:44:49,180 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 01:44:49,196 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 01:44:49,207 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 01:44:49,220 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 01:44:49,236 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 01:44:49,250 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:49,265 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:49,278 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 01:44:49,292 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,307 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,324 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,339 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,355 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 01:44:49,368 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 01:44:49,383 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,396 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,410 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 01:44:49,426 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 01:44:49,441 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:49,456 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 01:44:49,470 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:49,485 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 01:44:49,498 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 01:44:49,582 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 01:44:49,989 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 01:44:50,130 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 01:44:50,174 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,189 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,206 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,222 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,237 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:44:50,254 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 01:44:50,267 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:44:50,280 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 01:44:50,292 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,307 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,323 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,337 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,349 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 01:44:50,364 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 01:44:50,378 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 01:44:50,393 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 01:44:50,407 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 01:44:50,422 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 01:44:50,435 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 01:44:50,449 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,462 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,477 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,492 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,506 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,523 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,536 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,552 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,569 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,582 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,595 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,611 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,627 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,643 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,658 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,670 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,684 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,698 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,710 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,725 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:50,741 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:50,754 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,769 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,781 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,796 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,811 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,823 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,836 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,850 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,865 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,878 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,894 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,909 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,924 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,937 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:50,952 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,968 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,985 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:50,998 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,013 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,027 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,043 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,055 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,069 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,084 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,099 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,111 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,127 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,143 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,159 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:51,174 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,187 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,199 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,213 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,226 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,238 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,252 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,269 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,282 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,296 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,310 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:51,326 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,341 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,357 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,371 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,384 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,399 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,415 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,430 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,446 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,459 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:51,472 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,484 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,500 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,515 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,529 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,542 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:51,553 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:51,566 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:51,580 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,595 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:51,608 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,622 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,635 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,650 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:51,662 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,677 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,689 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,704 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,720 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:51,733 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,749 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,764 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,779 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,794 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,809 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,824 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:51,838 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,853 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,868 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,882 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,895 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,908 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,921 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,937 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,950 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,966 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,981 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:51,992 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,006 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,021 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,036 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,049 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,064 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,078 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,090 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,104 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,119 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,134 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,147 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,159 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,176 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,191 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,205 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,218 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,233 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,247 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,263 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,279 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,292 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,306 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,319 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 01:44:52,334 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,348 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,361 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,377 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,390 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,405 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,420 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,435 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,449 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,464 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,478 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,492 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,508 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,522 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,538 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,552 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,562 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,576 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,589 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,604 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,618 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,634 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:52,647 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,662 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,676 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,690 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,706 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,721 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,735 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,750 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,765 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,780 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,793 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,808 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:52,823 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:52,839 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,852 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,867 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,882 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,895 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:52,909 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,924 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,936 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,950 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,964 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,978 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:52,992 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,007 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,022 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,037 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,052 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,064 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,078 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,092 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,105 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,118 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,133 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,148 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,163 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,179 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,192 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,205 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,221 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,236 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,249 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,264 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,279 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,296 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,310 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,326 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,341 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,356 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,366 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,382 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,397 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,410 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,430 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,445 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,460 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,473 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,488 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 01:44:53,502 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 01:44:53,518 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 01:44:53,532 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,547 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,563 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,578 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,591 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,605 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,620 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,634 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 01:44:53,647 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,662 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,677 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,691 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,698 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,711 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,724 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,736 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,747 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 01:44:53,763 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,778 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,793 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,805 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,818 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,833 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:53,844 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,860 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:53,874 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:53,889 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:53,904 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:53,919 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:53,935 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:53,946 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:53,958 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:53,972 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:53,987 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,001 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,015 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,027 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,037 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,048 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,060 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,071 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,085 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,098 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:54,112 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:54,126 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:54,142 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:54,156 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:54,171 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:54,186 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:54,201 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,216 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,230 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,244 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:54,259 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:54,274 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,287 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,301 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,317 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,330 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,346 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,359 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,374 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,389 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,406 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,422 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,435 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,451 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,466 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,481 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,497 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,510 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,523 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,538 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,553 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,568 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,583 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 01:44:54,598 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 01:44:54,613 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 01:44:54,627 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,642 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,655 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,670 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,680 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,693 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,707 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,719 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,734 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,748 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,763 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,778 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,794 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,809 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,824 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,836 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,852 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,865 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,880 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,895 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:54,907 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,922 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,935 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,950 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,965 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 01:44:54,980 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:54,994 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:55,009 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:55,022 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:55,034 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:55,049 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 01:44:55,062 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,075 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,090 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,104 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,119 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,131 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,144 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,159 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,174 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,189 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,202 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,215 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,230 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,245 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,260 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,275 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,289 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,304 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,318 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,334 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,349 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,363 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,377 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,393 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,408 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,425 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 01:44:55,440 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,455 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,468 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 01:44:55,482 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,497 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,513 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,526 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 01:44:55,540 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 01:44:55,555 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,569 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,584 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,599 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-27 01:44:55,641 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,657 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,670 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,684 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,697 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 01:44:55,706 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,720 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,735 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 01:44:55,747 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 01:44:55,763 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:55,778 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:55,790 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-27 01:44:55,804 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:55,819 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-27 01:44:55,834 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-27 01:44:55,849 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-27 01:44:55,866 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:55,912 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:55,925 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:55,983 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:55,996 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:56,010 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:56,094 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:56,107 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:56,221 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:56,237 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:56,279 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-27 01:44:56,507 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:56,534 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:56,549 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 01:44:56,561 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.941, mIoU: 0.735
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2023-07-27 01:44:56,829 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 01:44:56,942 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:56,955 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:56,969 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:56,983 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 01:44:56,995 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 01:44:57,071 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-27 01:44:57,379 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-27 01:44:58,114 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-27 01:44:58,306 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:58,320 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:58,334 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,350 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,365 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:58,378 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,390 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,403 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,415 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,427 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,442 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,456 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,469 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,482 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,497 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,509 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,522 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,537 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,552 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,567 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,582 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,595 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,609 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,624 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,637 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,652 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,668 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,683 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,696 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,711 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,727 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,742 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,757 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,769 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,784 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:58,799 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,814 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,828 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,841 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,856 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,870 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,885 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,899 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,914 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,929 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,944 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,954 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,967 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,980 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:58,993 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,009 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,024 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,037 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,049 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,062 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,075 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,091 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,105 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,120 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,135 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,148 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,163 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,178 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,191 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 01:44:59,206 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,221 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,235 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,250 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,262 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,277 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,292 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,306 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,320 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,332 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,345 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,359 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 01:44:59,375 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,388 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,401 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,413 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,427 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,441 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,455 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,467 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 01:44:59,482 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 01:44:59,498 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,514 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,528 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,544 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,551 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,566 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,579 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,591 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,606 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,621 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,635 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,650 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,665 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,680 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 01:44:59,696 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,709 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,724 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:44:59,741 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:44:59,756 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:44:59,772 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,787 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,803 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,816 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,831 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,846 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,861 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,874 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,887 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,902 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,917 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,932 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,946 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:44:59,961 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,976 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:44:59,990 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,003 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,017 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,030 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,044 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,059 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,074 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,089 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,102 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,117 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,132 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,147 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,162 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,176 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,192 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,206 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,219 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,234 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,247 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,262 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,277 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,291 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,306 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,321 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,335 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,344 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,359 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,372 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,388 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,403 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,417 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,432 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,443 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,452 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,468 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,483 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,498 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,511 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,526 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,541 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,554 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,569 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,584 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,598 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,613 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,626 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,640 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,655 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,670 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,682 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,697 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.939, mIoU: 0.732
2023-07-27 01:45:00,712 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,726 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.939, mIoU: 0.733
2023-07-27 01:45:00,742 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,755 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,768 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,783 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:00,799 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.939, mIoU: 0.734
2023-07-27 01:45:17,413 semantic_segmentation INFO: Iters: 135210/150000 || Lr: 0.002486 || Task Loss: 0.3212 || KD Loss: 0.0304|| 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, 14:59:01 || Estimated Time: 6:53:22
2023-07-27 01:45:34,094 semantic_segmentation INFO: Iters: 135220/150000 || Lr: 0.002485 || Task Loss: 0.2587 || KD Loss: 0.0392|| 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, 14:59:18 || Estimated Time: 6:53:05
2023-07-27 01:45:50,815 semantic_segmentation INFO: Iters: 135230/150000 || Lr: 0.002483 || Task Loss: 0.3803 || KD Loss: 0.0640|| 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, 14:59:35 || Estimated Time: 6:52:48
2023-07-27 01:46:07,608 semantic_segmentation INFO: Iters: 135240/150000 || Lr: 0.002482 || Task Loss: 0.2506 || KD Loss: 0.0409|| 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, 14:59:52 || Estimated Time: 6:52:31
2023-07-27 01:46:24,422 semantic_segmentation INFO: Iters: 135250/150000 || Lr: 0.002480 || Task Loss: 0.2182 || KD Loss: 0.0409|| 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, 15:00:08 || Estimated Time: 6:52:15
2023-07-27 01:46:41,192 semantic_segmentation INFO: Iters: 135260/150000 || Lr: 0.002479 || Task Loss: 0.3406 || KD Loss: 0.0397|| 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, 15:00:25 || Estimated Time: 6:51:58
2023-07-27 01:46:57,979 semantic_segmentation INFO: Iters: 135270/150000 || Lr: 0.002477 || Task Loss: 0.3343 || KD Loss: 0.0405|| 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, 15:00:42 || Estimated Time: 6:51:41
2023-07-27 01:47:14,663 semantic_segmentation INFO: Iters: 135280/150000 || Lr: 0.002476 || Task Loss: 0.3221 || KD Loss: 0.0511|| 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, 15:00:59 || Estimated Time: 6:51:24
2023-07-27 01:47:31,389 semantic_segmentation INFO: Iters: 135290/150000 || Lr: 0.002474 || Task Loss: 0.2915 || KD Loss: 0.0555|| 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, 15:01:15 || Estimated Time: 6:51:08
2023-07-27 01:47:48,134 semantic_segmentation INFO: Iters: 135300/150000 || Lr: 0.002473 || Task Loss: 0.2260 || KD Loss: 0.0317|| 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, 15:01:32 || Estimated Time: 6:50:51
2023-07-27 01:48:04,895 semantic_segmentation INFO: Iters: 135310/150000 || Lr: 0.002471 || Task Loss: 0.2784 || KD Loss: 0.0355|| 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, 15:01:49 || Estimated Time: 6:50:34
2023-07-27 01:48:22,069 semantic_segmentation INFO: Iters: 135320/150000 || Lr: 0.002470 || Task Loss: 0.2232 || KD Loss: 0.0247|| 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, 15:02:06 || Estimated Time: 6:50:17
2023-07-27 01:48:38,613 semantic_segmentation INFO: Iters: 135330/150000 || Lr: 0.002468 || Task Loss: 0.1961 || KD Loss: 0.0332|| 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, 15:02:23 || Estimated Time: 6:50:00
2023-07-27 01:48:55,386 semantic_segmentation INFO: Iters: 135340/150000 || Lr: 0.002467 || Task Loss: 0.3726 || KD Loss: 0.0457|| 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, 15:02:39 || Estimated Time: 6:49:44
2023-07-27 01:49:12,150 semantic_segmentation INFO: Iters: 135350/150000 || Lr: 0.002465 || Task Loss: 0.4551 || KD Loss: 0.0643|| 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, 15:02:56 || Estimated Time: 6:49:27
2023-07-27 01:49:29,218 semantic_segmentation INFO: Iters: 135360/150000 || Lr: 0.002464 || Task Loss: 0.2278 || KD Loss: 0.0393|| 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, 15:03:13 || Estimated Time: 6:49:10
2023-07-27 01:49:45,949 semantic_segmentation INFO: Iters: 135370/150000 || Lr: 0.002462 || Task Loss: 0.3295 || KD Loss: 0.0442|| 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, 15:03:30 || Estimated Time: 6:48:53
2023-07-27 01:50:03,062 semantic_segmentation INFO: Iters: 135380/150000 || Lr: 0.002461 || Task Loss: 0.2268 || KD Loss: 0.0241|| 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, 15:03:47 || Estimated Time: 6:48:37
2023-07-27 01:50:19,715 semantic_segmentation INFO: Iters: 135390/150000 || Lr: 0.002459 || Task Loss: 0.2119 || KD Loss: 0.0294|| 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, 15:04:04 || Estimated Time: 6:48:20
2023-07-27 01:50:36,410 semantic_segmentation INFO: Iters: 135400/150000 || Lr: 0.002457 || Task Loss: 0.2645 || KD Loss: 0.0381|| 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, 15:04:20 || Estimated Time: 6:48:03
2023-07-27 01:50:53,112 semantic_segmentation INFO: Iters: 135410/150000 || Lr: 0.002456 || Task Loss: 0.1991 || KD Loss: 0.0352|| 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, 15:04:37 || Estimated Time: 6:47:46
2023-07-27 01:51:09,697 semantic_segmentation INFO: Iters: 135420/150000 || Lr: 0.002454 || Task Loss: 0.2576 || KD Loss: 0.0279|| 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, 15:04:54 || Estimated Time: 6:47:30
2023-07-27 01:51:26,623 semantic_segmentation INFO: Iters: 135430/150000 || Lr: 0.002453 || Task Loss: 0.2157 || KD Loss: 0.0369|| 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, 15:05:11 || Estimated Time: 6:47:13
2023-07-27 01:51:43,303 semantic_segmentation INFO: Iters: 135440/150000 || Lr: 0.002451 || Task Loss: 0.2494 || KD Loss: 0.0460|| 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, 15:05:27 || Estimated Time: 6:46:56
2023-07-27 01:51:59,984 semantic_segmentation INFO: Iters: 135450/150000 || Lr: 0.002450 || Task Loss: 0.2302 || KD Loss: 0.0326|| 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, 15:05:44 || Estimated Time: 6:46:39
2023-07-27 01:52:16,784 semantic_segmentation INFO: Iters: 135460/150000 || Lr: 0.002448 || Task Loss: 0.2515 || KD Loss: 0.0292|| 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, 15:06:01 || Estimated Time: 6:46:22
2023-07-27 01:52:33,482 semantic_segmentation INFO: Iters: 135470/150000 || Lr: 0.002447 || Task Loss: 0.1841 || KD Loss: 0.0608|| 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, 15:06:17 || Estimated Time: 6:46:06
2023-07-27 01:52:50,248 semantic_segmentation INFO: Iters: 135480/150000 || Lr: 0.002445 || Task Loss: 0.3175 || KD Loss: 0.0442|| 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, 15:06:34 || Estimated Time: 6:45:49
2023-07-27 01:53:07,104 semantic_segmentation INFO: Iters: 135490/150000 || Lr: 0.002444 || Task Loss: 0.2231 || KD Loss: 0.0397|| 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, 15:06:51 || Estimated Time: 6:45:32
2023-07-27 01:53:23,798 semantic_segmentation INFO: Iters: 135500/150000 || Lr: 0.002442 || Task Loss: 0.2845 || KD Loss: 0.0519|| 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, 15:07:08 || Estimated Time: 6:45:15
2023-07-27 01:53:40,607 semantic_segmentation INFO: Iters: 135510/150000 || Lr: 0.002441 || Task Loss: 0.3005 || KD Loss: 0.0339|| 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, 15:07:25 || Estimated Time: 6:44:59
2023-07-27 01:53:57,346 semantic_segmentation INFO: Iters: 135520/150000 || Lr: 0.002439 || Task Loss: 0.3403 || KD Loss: 0.0787|| 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, 15:07:41 || Estimated Time: 6:44:42
2023-07-27 01:54:14,036 semantic_segmentation INFO: Iters: 135530/150000 || Lr: 0.002438 || Task Loss: 0.2594 || KD Loss: 0.0378|| 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, 15:07:58 || Estimated Time: 6:44:25
2023-07-27 01:54:30,821 semantic_segmentation INFO: Iters: 135540/150000 || Lr: 0.002436 || Task Loss: 0.2786 || KD Loss: 0.0351|| 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, 15:08:15 || Estimated Time: 6:44:08
2023-07-27 01:54:47,604 semantic_segmentation INFO: Iters: 135550/150000 || Lr: 0.002435 || Task Loss: 0.2026 || KD Loss: 0.0352|| 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, 15:08:32 || Estimated Time: 6:43:52
2023-07-27 01:55:04,380 semantic_segmentation INFO: Iters: 135560/150000 || Lr: 0.002433 || Task Loss: 0.3129 || KD Loss: 0.0264|| 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, 15:08:48 || Estimated Time: 6:43:35
2023-07-27 01:55:21,111 semantic_segmentation INFO: Iters: 135570/150000 || Lr: 0.002432 || Task Loss: 0.5558 || KD Loss: 0.1503|| 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, 15:09:05 || Estimated Time: 6:43:18
2023-07-27 01:55:37,860 semantic_segmentation INFO: Iters: 135580/150000 || Lr: 0.002430 || Task Loss: 0.3000 || KD Loss: 0.0422|| 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, 15:09:22 || Estimated Time: 6:43:01
2023-07-27 01:55:54,595 semantic_segmentation INFO: Iters: 135590/150000 || Lr: 0.002429 || Task Loss: 0.2877 || KD Loss: 0.0695|| 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, 15:09:39 || Estimated Time: 6:42:44
2023-07-27 01:56:11,382 semantic_segmentation INFO: Iters: 135600/150000 || Lr: 0.002427 || Task Loss: 0.2638 || 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, 15:09:55 || Estimated Time: 6:42:28
2023-07-27 01:56:28,100 semantic_segmentation INFO: Iters: 135610/150000 || Lr: 0.002426 || Task Loss: 0.2946 || KD Loss: 0.0440|| 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, 15:10:12 || Estimated Time: 6:42:11
2023-07-27 01:56:44,924 semantic_segmentation INFO: Iters: 135620/150000 || Lr: 0.002424 || Task Loss: 0.2502 || KD Loss: 0.0394|| 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, 15:10:29 || Estimated Time: 6:41:54
2023-07-27 01:57:01,734 semantic_segmentation INFO: Iters: 135630/150000 || Lr: 0.002423 || Task Loss: 0.2687 || KD Loss: 0.0369|| 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, 15:10:46 || Estimated Time: 6:41:37
2023-07-27 01:57:18,408 semantic_segmentation INFO: Iters: 135640/150000 || Lr: 0.002421 || Task Loss: 0.2985 || KD Loss: 0.0453|| 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, 15:11:02 || Estimated Time: 6:41:21
2023-07-27 01:57:35,158 semantic_segmentation INFO: Iters: 135650/150000 || Lr: 0.002420 || Task Loss: 0.2330 || KD Loss: 0.0442|| 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, 15:11:19 || Estimated Time: 6:41:04
2023-07-27 01:57:51,865 semantic_segmentation INFO: Iters: 135660/150000 || Lr: 0.002418 || Task Loss: 0.2270 || KD Loss: 0.0330|| 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, 15:11:36 || Estimated Time: 6:40:47
2023-07-27 01:58:08,596 semantic_segmentation INFO: Iters: 135670/150000 || Lr: 0.002417 || Task Loss: 0.1737 || KD Loss: 0.0398|| 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, 15:11:53 || Estimated Time: 6:40:30
2023-07-27 01:58:25,330 semantic_segmentation INFO: Iters: 135680/150000 || Lr: 0.002415 || Task Loss: 0.2934 || KD Loss: 0.0331|| 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, 15:12:09 || Estimated Time: 6:40:13
2023-07-27 01:58:42,083 semantic_segmentation INFO: Iters: 135690/150000 || Lr: 0.002414 || Task Loss: 0.1957 || KD Loss: 0.0349|| 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, 15:12:26 || Estimated Time: 6:39:57
2023-07-27 01:58:58,905 semantic_segmentation INFO: Iters: 135700/150000 || Lr: 0.002412 || Task Loss: 0.1974 || KD Loss: 0.0317|| 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, 15:12:43 || Estimated Time: 6:39:40
2023-07-27 01:59:15,595 semantic_segmentation INFO: Iters: 135710/150000 || Lr: 0.002410 || Task Loss: 0.2329 || KD Loss: 0.0620|| 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, 15:13:00 || Estimated Time: 6:39:23
2023-07-27 01:59:32,286 semantic_segmentation INFO: Iters: 135720/150000 || Lr: 0.002409 || Task Loss: 0.2354 || KD Loss: 0.0593|| 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, 15:13:16 || Estimated Time: 6:39:06
2023-07-27 01:59:49,032 semantic_segmentation INFO: Iters: 135730/150000 || Lr: 0.002407 || Task Loss: 0.2315 || KD Loss: 0.0288|| 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, 15:13:33 || Estimated Time: 6:38:50
2023-07-27 02:00:05,673 semantic_segmentation INFO: Iters: 135740/150000 || Lr: 0.002406 || Task Loss: 0.2772 || KD Loss: 0.0405|| 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, 15:13:50 || Estimated Time: 6:38:33
2023-07-27 02:00:22,478 semantic_segmentation INFO: Iters: 135750/150000 || Lr: 0.002404 || Task Loss: 0.3213 || KD Loss: 0.0359|| 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, 15:14:06 || Estimated Time: 6:38:16
2023-07-27 02:00:39,194 semantic_segmentation INFO: Iters: 135760/150000 || Lr: 0.002403 || Task Loss: 0.1870 || KD Loss: 0.0252|| 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, 15:14:23 || Estimated Time: 6:37:59
2023-07-27 02:00:55,830 semantic_segmentation INFO: Iters: 135770/150000 || Lr: 0.002401 || Task Loss: 0.1855 || KD Loss: 0.0316|| 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, 15:14:40 || Estimated Time: 6:37:43
2023-07-27 02:01:12,617 semantic_segmentation INFO: Iters: 135780/150000 || Lr: 0.002400 || Task Loss: 0.2876 || KD Loss: 0.0337|| 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, 15:14:57 || Estimated Time: 6:37:26
2023-07-27 02:01:30,025 semantic_segmentation INFO: Iters: 135790/150000 || Lr: 0.002398 || Task Loss: 0.3000 || KD Loss: 0.0407|| 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, 15:15:14 || Estimated Time: 6:37:09
2023-07-27 02:01:46,637 semantic_segmentation INFO: Iters: 135800/150000 || Lr: 0.002397 || Task Loss: 0.2151 || KD Loss: 0.0300|| 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, 15:15:31 || Estimated Time: 6:36:52
2023-07-27 02:02:03,614 semantic_segmentation INFO: Iters: 135810/150000 || Lr: 0.002395 || Task Loss: 0.2307 || KD Loss: 0.0548|| 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, 15:15:48 || Estimated Time: 6:36:36
2023-07-27 02:02:20,315 semantic_segmentation INFO: Iters: 135820/150000 || Lr: 0.002394 || Task Loss: 0.2745 || KD Loss: 0.0438|| 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, 15:16:04 || Estimated Time: 6:36:19
2023-07-27 02:02:37,105 semantic_segmentation INFO: Iters: 135830/150000 || Lr: 0.002392 || Task Loss: 0.2830 || KD Loss: 0.0427|| 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, 15:16:21 || Estimated Time: 6:36:02
2023-07-27 02:02:53,929 semantic_segmentation INFO: Iters: 135840/150000 || Lr: 0.002391 || Task Loss: 0.2802 || KD Loss: 0.0334|| 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, 15:16:38 || Estimated Time: 6:35:45
2023-07-27 02:03:10,586 semantic_segmentation INFO: Iters: 135850/150000 || Lr: 0.002389 || Task Loss: 0.2025 || KD Loss: 0.0204|| 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, 15:16:55 || Estimated Time: 6:35:28
2023-07-27 02:03:27,604 semantic_segmentation INFO: Iters: 135860/150000 || Lr: 0.002388 || Task Loss: 0.2351 || KD Loss: 0.0346|| 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, 15:17:12 || Estimated Time: 6:35:12
2023-07-27 02:03:44,308 semantic_segmentation INFO: Iters: 135870/150000 || Lr: 0.002386 || Task Loss: 0.3008 || KD Loss: 0.0371|| 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, 15:17:28 || Estimated Time: 6:34:55
2023-07-27 02:04:00,995 semantic_segmentation INFO: Iters: 135880/150000 || Lr: 0.002385 || Task Loss: 0.3544 || KD Loss: 0.0476|| 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, 15:17:45 || Estimated Time: 6:34:38
2023-07-27 02:04:17,774 semantic_segmentation INFO: Iters: 135890/150000 || Lr: 0.002383 || Task Loss: 0.2380 || KD Loss: 0.0437|| 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, 15:18:02 || Estimated Time: 6:34:21
2023-07-27 02:04:34,573 semantic_segmentation INFO: Iters: 135900/150000 || Lr: 0.002382 || Task Loss: 0.3045 || KD Loss: 0.0421|| 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, 15:18:19 || Estimated Time: 6:34:05
2023-07-27 02:04:51,359 semantic_segmentation INFO: Iters: 135910/150000 || Lr: 0.002380 || Task Loss: 0.2058 || KD Loss: 0.0205|| 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, 15:18:35 || Estimated Time: 6:33:48
2023-07-27 02:05:08,111 semantic_segmentation INFO: Iters: 135920/150000 || Lr: 0.002379 || Task Loss: 0.3170 || KD Loss: 0.0453|| 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, 15:18:52 || Estimated Time: 6:33:31
2023-07-27 02:05:24,961 semantic_segmentation INFO: Iters: 135930/150000 || Lr: 0.002377 || Task Loss: 0.2631 || KD Loss: 0.0447|| 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, 15:19:09 || Estimated Time: 6:33:14
2023-07-27 02:05:41,712 semantic_segmentation INFO: Iters: 135940/150000 || Lr: 0.002376 || Task Loss: 0.2128 || KD Loss: 0.0257|| 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, 15:19:26 || Estimated Time: 6:32:58
2023-07-27 02:06:01,878 semantic_segmentation INFO: Iters: 135950/150000 || Lr: 0.002374 || Task Loss: 0.3807 || KD Loss: 0.0354|| 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, 15:19:46 || Estimated Time: 6:32:41
2023-07-27 02:06:18,868 semantic_segmentation INFO: Iters: 135960/150000 || Lr: 0.002372 || Task Loss: 0.2433 || KD Loss: 0.0272|| 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, 15:20:03 || Estimated Time: 6:32:24
2023-07-27 02:06:35,605 semantic_segmentation INFO: Iters: 135970/150000 || Lr: 0.002371 || Task Loss: 0.1991 || KD Loss: 0.0305|| 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, 15:20:20 || Estimated Time: 6:32:08
2023-07-27 02:06:52,316 semantic_segmentation INFO: Iters: 135980/150000 || Lr: 0.002369 || Task Loss: 0.2932 || KD Loss: 0.0395|| 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, 15:20:36 || Estimated Time: 6:31:51
2023-07-27 02:07:09,053 semantic_segmentation INFO: Iters: 135990/150000 || Lr: 0.002368 || Task Loss: 0.1795 || KD Loss: 0.0243|| 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, 15:20:53 || Estimated Time: 6:31:34
2023-07-27 02:07:25,786 semantic_segmentation INFO: Iters: 136000/150000 || Lr: 0.002366 || Task Loss: 0.2230 || KD Loss: 0.0274|| 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, 15:21:10 || Estimated Time: 6:31:17
2023-07-27 02:07:25,899 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:07:26,345 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.984, mIoU: 0.091
2023-07-27 02:07:26,362 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.136
2023-07-27 02:07:26,388 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-27 02:07:26,402 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-27 02:07:26,415 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.248
2023-07-27 02:07:26,426 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.291
2023-07-27 02:07:26,440 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.336
2023-07-27 02:07:26,454 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.340
2023-07-27 02:07:26,466 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.382
2023-07-27 02:07:26,480 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.973, mIoU: 0.426
2023-07-27 02:07:26,494 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.461
2023-07-27 02:07:26,508 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.508
2023-07-27 02:07:26,520 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.505
2023-07-27 02:07:26,534 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.487
2023-07-27 02:07:26,548 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.485
2023-07-27 02:07:26,560 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.480
2023-07-27 02:07:26,571 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.468
2023-07-27 02:07:26,583 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.468
2023-07-27 02:07:26,597 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.469
2023-07-27 02:07:26,612 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.522
2023-07-27 02:07:26,626 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.523
2023-07-27 02:07:26,640 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.532
2023-07-27 02:07:26,655 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.564
2023-07-27 02:07:26,670 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.565
2023-07-27 02:07:26,685 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.564
2023-07-27 02:07:26,699 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-27 02:07:26,713 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.579
2023-07-27 02:07:26,724 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.580
2023-07-27 02:07:26,738 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.569
2023-07-27 02:07:26,753 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.569
2023-07-27 02:07:26,766 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-27 02:07:26,780 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.570
2023-07-27 02:07:26,795 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.581
2023-07-27 02:07:26,809 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.578
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2023-07-27 02:07:32,394 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.938, mIoU: 0.733
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2023-07-27 02:07:33,002 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 02:07:33,179 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 02:07:33,781 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 02:07:33,794 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 02:07:33,809 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 02:07:33,824 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-27 02:07:33,863 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 02:07:33,891 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 02:07:34,011 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-27 02:07:35,160 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,176 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,190 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,205 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,220 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,236 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,251 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,267 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,281 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:35,295 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:35,311 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 02:07:35,325 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 02:07:35,339 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 02:07:35,356 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 02:07:35,370 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:07:35,385 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:07:35,395 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:35,408 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 02:07:35,422 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,435 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,448 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,461 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,474 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,489 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:35,506 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,521 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,537 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,550 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:35,564 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,577 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,591 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,606 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:35,622 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,637 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:35,651 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,666 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,679 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,693 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,708 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,720 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,733 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,747 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,762 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,776 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,789 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,803 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,818 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,832 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,845 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:07:35,858 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,865 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,880 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,895 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:07:35,909 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,925 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 02:07:35,940 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:35,955 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:35,970 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:35,985 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:35,998 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,013 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,026 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,041 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,056 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,069 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,082 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:36,094 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:36,109 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:36,122 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:36,136 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:36,151 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:07:36,165 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:36,181 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:36,192 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:36,206 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:07:36,219 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:07:36,230 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,245 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,260 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,275 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,290 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,306 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,322 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,336 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,351 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,366 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,383 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,398 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,413 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 02:07:36,428 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 02:07:36,441 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 02:07:36,454 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 02:07:36,467 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,482 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,499 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,512 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,525 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:07:36,540 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,554 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,569 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,584 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,599 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,612 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,626 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,639 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,653 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,668 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,682 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,698 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,711 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,726 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,742 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,754 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,767 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,782 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,797 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:36,812 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:36,826 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:36,838 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,850 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,864 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,876 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:36,891 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:36,907 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:36,920 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:36,935 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:36,948 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:36,962 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:36,978 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:36,991 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,004 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,018 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,033 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,046 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,060 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,075 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,089 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,101 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,116 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,132 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,149 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,162 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,176 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,189 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,205 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,217 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,230 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,245 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,260 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,273 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,288 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,304 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:37,322 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,339 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,352 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,364 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,378 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,392 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,404 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,417 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,432 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,445 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,458 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,472 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:37,488 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,503 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,518 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,531 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,544 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,559 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,574 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,589 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,604 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,617 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:37,630 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,641 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,657 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,672 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,686 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,701 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:37,712 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,725 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,740 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:07:37,754 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:07:37,767 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:07:37,782 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:07:37,795 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:07:37,811 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,823 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,838 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,851 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,866 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,880 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:07:37,893 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:07:37,908 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:07:37,924 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:37,939 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:37,954 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:07:37,969 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:37,985 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,001 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:07:38,015 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:07:38,030 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:07:38,046 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,059 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,072 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,085 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,101 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,115 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:07:38,131 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,146 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,157 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,171 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,187 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:07:38,202 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,215 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,230 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,244 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,256 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,270 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,285 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,299 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,312 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,323 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,340 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:38,356 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:38,371 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:38,384 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:38,399 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:38,413 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:38,428 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,443 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,456 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,471 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,484 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:38,499 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,513 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,526 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,541 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,554 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,569 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,584 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,598 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,613 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,628 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,642 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,656 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,671 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,685 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,700 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,715 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,725 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,739 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,752 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,767 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,782 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,798 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:38,811 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,826 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,841 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,855 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,871 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,886 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,899 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,914 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,929 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:38,944 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,957 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,972 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:07:38,988 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,004 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,016 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,031 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,046 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,059 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,073 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,088 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,100 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,114 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,127 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,141 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,156 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,170 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,185 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,200 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,214 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,227 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,240 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,255 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,268 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,280 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,295 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,310 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,324 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,340 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:39,354 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:39,368 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,384 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,399 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,412 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,427 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,440 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,455 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,469 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,486 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,501 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,516 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,525 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,541 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,556 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,569 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,583 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,597 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,612 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,625 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,639 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,654 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,669 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,683 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,698 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,714 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,729 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,741 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,756 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,770 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,784 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,798 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,813 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,829 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,844 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,852 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,865 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,879 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,892 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:07:39,904 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,919 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,934 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,950 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:07:39,962 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,975 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:39,990 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:40,000 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:40,015 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:40,027 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,041 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,056 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,070 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,084 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,095 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,107 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,121 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,136 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,150 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,164 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,176 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,186 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,197 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,210 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,221 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,236 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,249 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:40,263 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:07:40,279 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,294 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,307 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,322 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,337 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,352 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,368 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,382 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,396 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,412 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,427 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,440 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,453 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,468 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,481 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,497 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,510 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,525 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,540 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,557 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:07:40,573 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:07:40,586 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,601 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,615 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,630 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,645 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,658 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,671 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,685 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:07:40,700 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:07:40,715 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:07:40,730 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:07:40,745 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:07:40,760 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:07:40,775 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,789 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:40,802 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:40,817 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,827 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,840 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,854 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,866 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,881 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:40,895 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,910 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,925 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,940 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,954 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:07:40,969 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,981 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:40,997 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,010 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,025 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,040 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,053 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,068 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,081 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,096 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,111 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,126 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,141 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,156 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,169 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,181 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,196 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,209 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,222 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,238 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,253 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,267 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,280 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,293 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,308 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,323 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,338 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,351 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,364 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,379 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,395 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,409 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,424 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,439 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:07:41,454 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,468 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,484 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,499 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,514 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,529 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,544 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:07:41,557 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 02:07:41,702 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:41,731 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:41,788 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:41,866 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:41,893 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:41,908 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:41,922 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:41,935 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:41,948 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:41,963 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:41,977 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:41,993 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:07:42,009 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 02:07:42,266 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:42,281 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 02:07:43,199 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,214 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,228 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,241 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,256 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,270 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,284 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,299 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,315 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,328 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,343 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,354 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,369 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,384 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,400 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,414 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:43,489 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,503 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,514 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,529 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,545 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,560 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,573 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,585 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,600 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,613 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,628 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,640 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,655 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,668 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,681 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:43,696 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,710 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:43,740 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:43,769 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,784 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,798 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,813 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,828 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,841 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,854 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,869 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,884 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:43,899 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:43,968 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:43,981 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 02:07:44,011 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 02:07:44,083 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,097 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,112 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,125 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,139 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,154 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,168 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,182 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,197 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:44,211 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 02:07:44,253 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 02:07:44,556 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,568 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:07:44,583 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:44,622 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:07:44,636 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:44,825 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:07:44,979 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:07:44,994 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-27 02:07:45,090 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-27 02:07:45,842 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:07:45,870 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,885 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,900 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,915 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,930 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,947 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,960 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,975 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:45,991 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,007 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,020 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,033 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,048 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,063 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,078 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:07:46,093 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,108 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,123 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,137 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,149 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,163 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,176 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,190 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,204 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,218 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,232 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,245 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,259 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,273 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,287 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,301 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,315 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,330 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,345 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,358 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,372 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,385 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,400 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,415 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,430 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,445 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,461 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,475 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,484 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,499 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,512 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,527 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,541 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,555 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,570 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,581 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,590 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,607 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,621 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,635 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,648 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,662 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,677 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,689 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,704 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,718 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,732 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,747 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,759 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,774 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,789 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,803 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,816 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,831 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,845 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:07:46,860 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,875 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,888 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,901 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,916 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:07:46,932 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:08:03,522 semantic_segmentation INFO: Iters: 136010/150000 || Lr: 0.002365 || Task Loss: 0.2912 || KD Loss: 0.0559|| 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, 15:21:48 || Estimated Time: 6:31:03
2023-07-27 02:08:20,250 semantic_segmentation INFO: Iters: 136020/150000 || Lr: 0.002363 || Task Loss: 0.3295 || KD Loss: 0.0644|| 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, 15:22:04 || Estimated Time: 6:30:46
2023-07-27 02:08:36,918 semantic_segmentation INFO: Iters: 136030/150000 || Lr: 0.002362 || Task Loss: 0.3528 || KD Loss: 0.0376|| 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, 15:22:21 || Estimated Time: 6:30:29
2023-07-27 02:08:53,724 semantic_segmentation INFO: Iters: 136040/150000 || Lr: 0.002360 || Task Loss: 0.2381 || KD Loss: 0.0399|| 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, 15:22:38 || Estimated Time: 6:30:12
2023-07-27 02:09:10,554 semantic_segmentation INFO: Iters: 136050/150000 || Lr: 0.002359 || Task Loss: 0.2402 || KD Loss: 0.0480|| 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, 15:22:55 || Estimated Time: 6:29:56
2023-07-27 02:09:27,245 semantic_segmentation INFO: Iters: 136060/150000 || Lr: 0.002357 || Task Loss: 0.2559 || KD Loss: 0.0248|| 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, 15:23:11 || Estimated Time: 6:29:39
2023-07-27 02:09:44,025 semantic_segmentation INFO: Iters: 136070/150000 || Lr: 0.002356 || Task Loss: 0.2589 || KD Loss: 0.0289|| 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, 15:23:28 || Estimated Time: 6:29:22
2023-07-27 02:10:00,797 semantic_segmentation INFO: Iters: 136080/150000 || Lr: 0.002354 || Task Loss: 0.2853 || KD Loss: 0.0394|| 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, 15:23:45 || Estimated Time: 6:29:05
2023-07-27 02:10:17,589 semantic_segmentation INFO: Iters: 136090/150000 || Lr: 0.002353 || Task Loss: 0.2375 || KD Loss: 0.0351|| 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, 15:24:02 || Estimated Time: 6:28:48
2023-07-27 02:10:34,392 semantic_segmentation INFO: Iters: 136100/150000 || Lr: 0.002351 || Task Loss: 0.2699 || KD Loss: 0.0270|| 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, 15:24:18 || Estimated Time: 6:28:32
2023-07-27 02:10:51,176 semantic_segmentation INFO: Iters: 136110/150000 || Lr: 0.002350 || Task Loss: 0.3077 || KD Loss: 0.0296|| 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, 15:24:35 || Estimated Time: 6:28:15
2023-07-27 02:11:07,852 semantic_segmentation INFO: Iters: 136120/150000 || Lr: 0.002348 || Task Loss: 0.3029 || KD Loss: 0.0607|| 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, 15:24:52 || Estimated Time: 6:27:58
2023-07-27 02:11:24,581 semantic_segmentation INFO: Iters: 136130/150000 || Lr: 0.002347 || Task Loss: 0.2428 || KD Loss: 0.0430|| 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, 15:25:09 || Estimated Time: 6:27:41
2023-07-27 02:11:41,340 semantic_segmentation INFO: Iters: 136140/150000 || Lr: 0.002345 || Task Loss: 0.2459 || KD Loss: 0.0296|| 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, 15:25:25 || Estimated Time: 6:27:25
2023-07-27 02:11:58,139 semantic_segmentation INFO: Iters: 136150/150000 || Lr: 0.002344 || Task Loss: 0.1982 || KD Loss: 0.0286|| 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, 15:25:42 || Estimated Time: 6:27:08
2023-07-27 02:12:14,901 semantic_segmentation INFO: Iters: 136160/150000 || Lr: 0.002342 || Task Loss: 0.3854 || KD Loss: 0.0487|| 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, 15:25:59 || Estimated Time: 6:26:51
2023-07-27 02:12:32,156 semantic_segmentation INFO: Iters: 136170/150000 || Lr: 0.002341 || Task Loss: 0.3308 || KD Loss: 0.0470|| 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, 15:26:16 || Estimated Time: 6:26:34
2023-07-27 02:12:48,811 semantic_segmentation INFO: Iters: 136180/150000 || Lr: 0.002339 || Task Loss: 0.2795 || KD Loss: 0.0431|| 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, 15:26:33 || Estimated Time: 6:26:18
2023-07-27 02:13:05,558 semantic_segmentation INFO: Iters: 136190/150000 || Lr: 0.002337 || Task Loss: 0.2865 || KD Loss: 0.0302|| 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, 15:26:50 || Estimated Time: 6:26:01
2023-07-27 02:13:22,309 semantic_segmentation INFO: Iters: 136200/150000 || Lr: 0.002336 || Task Loss: 0.2864 || KD Loss: 0.0391|| 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, 15:27:06 || Estimated Time: 6:25:44
2023-07-27 02:13:39,027 semantic_segmentation INFO: Iters: 136210/150000 || Lr: 0.002334 || Task Loss: 0.2598 || KD Loss: 0.0321|| 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, 15:27:23 || Estimated Time: 6:25:27
2023-07-27 02:13:55,768 semantic_segmentation INFO: Iters: 136220/150000 || Lr: 0.002333 || Task Loss: 0.2157 || KD Loss: 0.0275|| 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, 15:27:40 || Estimated Time: 6:25:10
2023-07-27 02:14:12,565 semantic_segmentation INFO: Iters: 136230/150000 || Lr: 0.002331 || Task Loss: 0.3020 || KD Loss: 0.0431|| 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, 15:27:57 || Estimated Time: 6:24:54
2023-07-27 02:14:29,368 semantic_segmentation INFO: Iters: 136240/150000 || Lr: 0.002330 || Task Loss: 0.3041 || KD Loss: 0.0402|| 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, 15:28:13 || Estimated Time: 6:24:37
2023-07-27 02:14:46,090 semantic_segmentation INFO: Iters: 136250/150000 || Lr: 0.002328 || Task Loss: 0.2670 || KD Loss: 0.0238|| 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, 15:28:30 || Estimated Time: 6:24:20
2023-07-27 02:15:03,363 semantic_segmentation INFO: Iters: 136260/150000 || Lr: 0.002327 || Task Loss: 0.3110 || KD Loss: 0.0340|| 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, 15:28:47 || Estimated Time: 6:24:03
2023-07-27 02:15:20,034 semantic_segmentation INFO: Iters: 136270/150000 || Lr: 0.002325 || Task Loss: 0.2890 || KD Loss: 0.0436|| 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, 15:29:04 || Estimated Time: 6:23:47
2023-07-27 02:15:36,848 semantic_segmentation INFO: Iters: 136280/150000 || Lr: 0.002324 || Task Loss: 0.3694 || KD Loss: 0.0445|| 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, 15:29:21 || Estimated Time: 6:23:30
2023-07-27 02:15:53,659 semantic_segmentation INFO: Iters: 136290/150000 || Lr: 0.002322 || Task Loss: 0.2714 || KD Loss: 0.0361|| 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, 15:29:38 || Estimated Time: 6:23:13
2023-07-27 02:16:10,281 semantic_segmentation INFO: Iters: 136300/150000 || Lr: 0.002321 || Task Loss: 0.2785 || KD Loss: 0.0484|| 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, 15:29:54 || Estimated Time: 6:22:56
2023-07-27 02:16:27,143 semantic_segmentation INFO: Iters: 136310/150000 || Lr: 0.002319 || Task Loss: 0.2647 || KD Loss: 0.0327|| 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, 15:30:11 || Estimated Time: 6:22:40
2023-07-27 02:16:43,871 semantic_segmentation INFO: Iters: 136320/150000 || Lr: 0.002318 || Task Loss: 0.3527 || KD Loss: 0.0539|| 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, 15:30:28 || Estimated Time: 6:22:23
2023-07-27 02:17:00,657 semantic_segmentation INFO: Iters: 136330/150000 || Lr: 0.002316 || Task Loss: 0.1769 || KD Loss: 0.0266|| 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, 15:30:45 || Estimated Time: 6:22:06
2023-07-27 02:17:17,898 semantic_segmentation INFO: Iters: 136340/150000 || Lr: 0.002315 || Task Loss: 0.2082 || KD Loss: 0.0221|| 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, 15:31:02 || Estimated Time: 6:21:49
2023-07-27 02:17:34,576 semantic_segmentation INFO: Iters: 136350/150000 || Lr: 0.002313 || Task Loss: 0.2439 || KD Loss: 0.0292|| 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, 15:31:19 || Estimated Time: 6:21:33
2023-07-27 02:17:51,462 semantic_segmentation INFO: Iters: 136360/150000 || Lr: 0.002312 || Task Loss: 0.2168 || KD Loss: 0.0226|| 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, 15:31:35 || Estimated Time: 6:21:16
2023-07-27 02:18:08,448 semantic_segmentation INFO: Iters: 136370/150000 || Lr: 0.002310 || Task Loss: 0.1924 || KD Loss: 0.0224|| 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, 15:31:52 || Estimated Time: 6:20:59
2023-07-27 02:18:25,119 semantic_segmentation INFO: Iters: 136380/150000 || Lr: 0.002309 || Task Loss: 0.3090 || KD Loss: 0.0491|| 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, 15:32:09 || Estimated Time: 6:20:42
2023-07-27 02:18:41,900 semantic_segmentation INFO: Iters: 136390/150000 || Lr: 0.002307 || Task Loss: 0.4428 || KD Loss: 0.0503|| 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, 15:32:26 || Estimated Time: 6:20:25
2023-07-27 02:18:58,785 semantic_segmentation INFO: Iters: 136400/150000 || Lr: 0.002305 || Task Loss: 0.4224 || KD Loss: 0.0448|| 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, 15:32:43 || Estimated Time: 6:20:09
2023-07-27 02:19:15,534 semantic_segmentation INFO: Iters: 136410/150000 || Lr: 0.002304 || Task Loss: 0.3803 || 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: 2 days, 15:33:00 || Estimated Time: 6:19:52
2023-07-27 02:19:32,277 semantic_segmentation INFO: Iters: 136420/150000 || Lr: 0.002302 || Task Loss: 0.3803 || KD Loss: 0.0583|| 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, 15:33:16 || Estimated Time: 6:19:35
2023-07-27 02:19:49,201 semantic_segmentation INFO: Iters: 136430/150000 || Lr: 0.002301 || Task Loss: 0.2913 || KD Loss: 0.0490|| 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, 15:33:33 || Estimated Time: 6:19:18
2023-07-27 02:20:05,958 semantic_segmentation INFO: Iters: 136440/150000 || Lr: 0.002299 || Task Loss: 0.3481 || KD Loss: 0.0543|| 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, 15:33:50 || Estimated Time: 6:19:02
2023-07-27 02:20:22,743 semantic_segmentation INFO: Iters: 136450/150000 || Lr: 0.002298 || Task Loss: 0.4167 || KD Loss: 0.0651|| 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, 15:34:07 || Estimated Time: 6:18:45
2023-07-27 02:20:40,085 semantic_segmentation INFO: Iters: 136460/150000 || Lr: 0.002296 || Task Loss: 0.3193 || KD Loss: 0.0504|| 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, 15:34:24 || Estimated Time: 6:18:28
2023-07-27 02:20:56,671 semantic_segmentation INFO: Iters: 136470/150000 || Lr: 0.002295 || Task Loss: 0.3318 || KD Loss: 0.0272|| 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, 15:34:41 || Estimated Time: 6:18:11
2023-07-27 02:21:13,354 semantic_segmentation INFO: Iters: 136480/150000 || Lr: 0.002293 || Task Loss: 0.1829 || KD Loss: 0.0228|| 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, 15:34:57 || Estimated Time: 6:17:55
2023-07-27 02:21:30,283 semantic_segmentation INFO: Iters: 136490/150000 || Lr: 0.002292 || Task Loss: 0.2433 || KD Loss: 0.0275|| 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, 15:35:14 || Estimated Time: 6:17:38
2023-07-27 02:21:47,245 semantic_segmentation INFO: Iters: 136500/150000 || Lr: 0.002290 || Task Loss: 0.2825 || KD Loss: 0.0329|| 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, 15:35:31 || Estimated Time: 6:17:21
2023-07-27 02:22:03,994 semantic_segmentation INFO: Iters: 136510/150000 || Lr: 0.002289 || Task Loss: 0.3655 || KD Loss: 0.0516|| 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, 15:35:48 || Estimated Time: 6:17:04
2023-07-27 02:22:20,731 semantic_segmentation INFO: Iters: 136520/150000 || Lr: 0.002287 || Task Loss: 0.2094 || KD Loss: 0.0207|| 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, 15:36:05 || Estimated Time: 6:16:47
2023-07-27 02:22:37,469 semantic_segmentation INFO: Iters: 136530/150000 || Lr: 0.002286 || Task Loss: 0.2673 || KD Loss: 0.0263|| 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, 15:36:21 || Estimated Time: 6:16:31
2023-07-27 02:22:54,219 semantic_segmentation INFO: Iters: 136540/150000 || Lr: 0.002284 || Task Loss: 0.2030 || KD Loss: 0.0361|| 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, 15:36:38 || Estimated Time: 6:16:14
2023-07-27 02:23:11,373 semantic_segmentation INFO: Iters: 136550/150000 || Lr: 0.002283 || Task Loss: 0.3491 || KD Loss: 0.0615|| 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, 15:36:55 || Estimated Time: 6:15:57
2023-07-27 02:23:28,151 semantic_segmentation INFO: Iters: 136560/150000 || Lr: 0.002281 || Task Loss: 0.1676 || KD Loss: 0.0209|| 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, 15:37:12 || Estimated Time: 6:15:40
2023-07-27 02:23:44,917 semantic_segmentation INFO: Iters: 136570/150000 || Lr: 0.002280 || Task Loss: 0.1880 || KD Loss: 0.0319|| 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, 15:37:29 || Estimated Time: 6:15:24
2023-07-27 02:24:01,646 semantic_segmentation INFO: Iters: 136580/150000 || Lr: 0.002278 || Task Loss: 0.2509 || KD Loss: 0.0384|| 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, 15:37:46 || Estimated Time: 6:15:07
2023-07-27 02:24:18,947 semantic_segmentation INFO: Iters: 136590/150000 || Lr: 0.002276 || Task Loss: 0.1785 || KD Loss: 0.0302|| 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, 15:38:03 || Estimated Time: 6:14:50
2023-07-27 02:24:35,696 semantic_segmentation INFO: Iters: 136600/150000 || Lr: 0.002275 || Task Loss: 0.2583 || KD Loss: 0.0324|| 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, 15:38:20 || Estimated Time: 6:14:33
2023-07-27 02:24:52,402 semantic_segmentation INFO: Iters: 136610/150000 || Lr: 0.002273 || Task Loss: 0.3323 || KD Loss: 0.0416|| 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, 15:38:36 || Estimated Time: 6:14:17
2023-07-27 02:25:09,223 semantic_segmentation INFO: Iters: 136620/150000 || Lr: 0.002272 || Task Loss: 0.3086 || KD Loss: 0.0398|| 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, 15:38:53 || Estimated Time: 6:14:00
2023-07-27 02:25:25,975 semantic_segmentation INFO: Iters: 136630/150000 || Lr: 0.002270 || Task Loss: 0.2273 || KD Loss: 0.0393|| 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, 15:39:10 || Estimated Time: 6:13:43
2023-07-27 02:25:42,803 semantic_segmentation INFO: Iters: 136640/150000 || Lr: 0.002269 || Task Loss: 0.3323 || KD Loss: 0.0522|| 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, 15:39:27 || Estimated Time: 6:13:26
2023-07-27 02:25:59,569 semantic_segmentation INFO: Iters: 136650/150000 || Lr: 0.002267 || Task Loss: 0.3124 || KD Loss: 0.0487|| 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, 15:39:44 || Estimated Time: 6:13:10
2023-07-27 02:26:16,381 semantic_segmentation INFO: Iters: 136660/150000 || Lr: 0.002266 || Task Loss: 0.3004 || KD Loss: 0.0401|| 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, 15:40:00 || Estimated Time: 6:12:53
2023-07-27 02:26:33,106 semantic_segmentation INFO: Iters: 136670/150000 || Lr: 0.002264 || Task Loss: 0.2867 || KD Loss: 0.0314|| 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, 15:40:17 || Estimated Time: 6:12:36
2023-07-27 02:26:49,961 semantic_segmentation INFO: Iters: 136680/150000 || Lr: 0.002263 || Task Loss: 0.2789 || KD Loss: 0.0332|| 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, 15:40:34 || Estimated Time: 6:12:19
2023-07-27 02:27:06,678 semantic_segmentation INFO: Iters: 136690/150000 || Lr: 0.002261 || Task Loss: 0.3273 || KD Loss: 0.0470|| 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, 15:40:51 || Estimated Time: 6:12:02
2023-07-27 02:27:23,932 semantic_segmentation INFO: Iters: 136700/150000 || Lr: 0.002260 || Task Loss: 0.2054 || KD Loss: 0.0396|| 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, 15:41:08 || Estimated Time: 6:11:46
2023-07-27 02:27:40,661 semantic_segmentation INFO: Iters: 136710/150000 || Lr: 0.002258 || Task Loss: 0.2688 || KD Loss: 0.0339|| 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, 15:41:25 || Estimated Time: 6:11:29
2023-07-27 02:27:57,491 semantic_segmentation INFO: Iters: 136720/150000 || Lr: 0.002257 || Task Loss: 0.1894 || KD Loss: 0.0261|| 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, 15:41:41 || Estimated Time: 6:11:12
2023-07-27 02:28:14,892 semantic_segmentation INFO: Iters: 136730/150000 || Lr: 0.002255 || Task Loss: 0.2586 || KD Loss: 0.0358|| 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, 15:41:59 || Estimated Time: 6:10:55
2023-07-27 02:28:31,630 semantic_segmentation INFO: Iters: 136740/150000 || Lr: 0.002254 || Task Loss: 0.2195 || KD Loss: 0.0449|| 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, 15:42:16 || Estimated Time: 6:10:39
2023-07-27 02:28:48,343 semantic_segmentation INFO: Iters: 136750/150000 || Lr: 0.002252 || Task Loss: 0.3052 || KD Loss: 0.0377|| 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, 15:42:32 || Estimated Time: 6:10:22
2023-07-27 02:29:05,069 semantic_segmentation INFO: Iters: 136760/150000 || Lr: 0.002250 || Task Loss: 0.2234 || KD Loss: 0.0436|| 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, 15:42:49 || Estimated Time: 6:10:05
2023-07-27 02:29:21,839 semantic_segmentation INFO: Iters: 136770/150000 || Lr: 0.002249 || Task Loss: 0.1974 || KD Loss: 0.0208|| 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, 15:43:06 || Estimated Time: 6:09:48
2023-07-27 02:29:38,662 semantic_segmentation INFO: Iters: 136780/150000 || Lr: 0.002247 || Task Loss: 0.3839 || KD Loss: 0.0510|| 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, 15:43:23 || Estimated Time: 6:09:32
2023-07-27 02:29:56,045 semantic_segmentation INFO: Iters: 136790/150000 || Lr: 0.002246 || Task Loss: 0.4138 || KD Loss: 0.0519|| 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, 15:43:40 || Estimated Time: 6:09:15
2023-07-27 02:30:13,154 semantic_segmentation INFO: Iters: 136800/150000 || Lr: 0.002244 || Task Loss: 0.3094 || KD Loss: 0.0398|| 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, 15:43:57 || Estimated Time: 6:08:58
2023-07-27 02:30:13,274 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:30:13,744 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-27 02:30:13,768 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.136
2023-07-27 02:30:13,781 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.170
2023-07-27 02:30:13,798 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-27 02:30:13,815 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.247
2023-07-27 02:30:13,834 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.290
2023-07-27 02:30:13,855 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.335
2023-07-27 02:30:13,873 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.339
2023-07-27 02:30:13,888 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.379
2023-07-27 02:30:13,902 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.425
2023-07-27 02:30:13,916 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.464
2023-07-27 02:30:13,930 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.971, mIoU: 0.510
2023-07-27 02:30:13,942 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.507
2023-07-27 02:30:13,957 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.490
2023-07-27 02:30:13,971 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.488
2023-07-27 02:30:13,984 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.964, mIoU: 0.483
2023-07-27 02:30:13,998 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.474
2023-07-27 02:30:14,014 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.474
2023-07-27 02:30:14,036 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.473
2023-07-27 02:30:14,058 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.523
2023-07-27 02:30:14,076 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.525
2023-07-27 02:30:14,092 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.534
2023-07-27 02:30:14,106 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.568
2023-07-27 02:30:14,121 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.569
2023-07-27 02:30:14,137 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.568
2023-07-27 02:30:14,151 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.578
2023-07-27 02:30:14,166 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.580
2023-07-27 02:30:14,178 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.955, mIoU: 0.581
2023-07-27 02:30:14,193 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.569
2023-07-27 02:30:14,215 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.570
2023-07-27 02:30:14,236 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.570
2023-07-27 02:30:14,256 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.570
2023-07-27 02:30:14,281 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.582
2023-07-27 02:30:14,301 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.579
2023-07-27 02:30:14,315 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.624
2023-07-27 02:30:14,330 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.956, mIoU: 0.624
2023-07-27 02:30:14,342 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.624
2023-07-27 02:30:14,355 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.957, mIoU: 0.670
2023-07-27 02:30:14,372 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.958, mIoU: 0.670
2023-07-27 02:30:14,385 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.958, mIoU: 0.669
2023-07-27 02:30:14,399 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.958, mIoU: 0.692
2023-07-27 02:30:14,423 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.959, mIoU: 0.692
2023-07-27 02:30:14,443 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.686
2023-07-27 02:30:14,465 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.957, mIoU: 0.686
2023-07-27 02:30:14,487 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-27 02:30:14,506 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.957, mIoU: 0.700
2023-07-27 02:30:14,518 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.958, mIoU: 0.702
2023-07-27 02:30:14,531 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.958, mIoU: 0.702
2023-07-27 02:30:14,545 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.958, mIoU: 0.704
2023-07-27 02:30:14,561 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.696
2023-07-27 02:30:14,577 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 02:30:14,593 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-27 02:30:14,610 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-27 02:30:14,634 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.957, mIoU: 0.693
2023-07-27 02:30:14,658 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-27 02:30:14,678 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-27 02:30:14,700 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 02:30:14,717 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.693
2023-07-27 02:30:14,730 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-27 02:30:14,746 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-27 02:30:14,760 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-27 02:30:14,775 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-27 02:30:14,788 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.728
2023-07-27 02:30:14,806 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-27 02:30:14,828 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.730
2023-07-27 02:30:14,853 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-27 02:30:14,876 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.956, mIoU: 0.729
2023-07-27 02:30:14,895 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.956, mIoU: 0.775
2023-07-27 02:30:14,914 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.957, mIoU: 0.775
2023-07-27 02:30:14,929 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.773
2023-07-27 02:30:14,944 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-27 02:30:14,957 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-27 02:30:14,972 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.955, mIoU: 0.788
2023-07-27 02:30:14,987 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.956, mIoU: 0.786
2023-07-27 02:30:15,001 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.956, mIoU: 0.789
2023-07-27 02:30:15,017 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.788
2023-07-27 02:30:15,035 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-27 02:30:15,048 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 02:30:15,072 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-27 02:30:15,097 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-27 02:30:15,115 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 02:30:15,130 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 02:30:15,145 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 02:30:15,160 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-27 02:30:15,176 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 02:30:15,190 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 02:30:15,205 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 02:30:15,220 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.952, mIoU: 0.779
2023-07-27 02:30:15,237 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.776
2023-07-27 02:30:15,255 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 02:30:15,274 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-27 02:30:15,298 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 02:30:15,320 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-27 02:30:15,335 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 02:30:15,350 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-27 02:30:15,365 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 02:30:15,378 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 02:30:15,391 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 02:30:15,406 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 02:30:15,419 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 02:30:15,437 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 02:30:15,451 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-27 02:30:15,471 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 02:30:15,492 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 02:30:15,511 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.769
2023-07-27 02:30:15,530 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 02:30:15,545 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 02:30:15,560 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 02:30:15,573 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.769
2023-07-27 02:30:15,585 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-27 02:30:15,598 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 02:30:15,611 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.769
2023-07-27 02:30:15,626 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 02:30:15,644 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 02:30:15,667 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-27 02:30:15,688 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-27 02:30:15,707 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-27 02:30:15,727 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.763
2023-07-27 02:30:15,741 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 02:30:15,755 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 02:30:15,770 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-27 02:30:15,783 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-27 02:30:15,797 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-27 02:30:15,812 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-27 02:30:15,828 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.758
2023-07-27 02:30:15,836 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.760
2023-07-27 02:30:15,852 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.760
2023-07-27 02:30:15,877 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-27 02:30:15,888 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-27 02:30:15,908 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.740
2023-07-27 02:30:15,930 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.740
2023-07-27 02:30:15,949 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.741
2023-07-27 02:30:15,962 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-27 02:30:15,976 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-27 02:30:15,989 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-27 02:30:16,002 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-27 02:30:16,016 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.738
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2023-07-27 02:30:22,526 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 02:30:22,545 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 02:30:22,566 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 02:30:22,582 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 02:30:22,601 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 02:30:22,613 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 02:30:22,628 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 02:30:22,642 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 02:30:22,657 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 02:30:22,671 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 02:30:22,680 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 02:30:22,694 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,709 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,729 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,750 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,770 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,788 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,808 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 02:30:22,823 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,838 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,853 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,866 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,879 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:22,894 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,908 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,928 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:22,946 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:22,969 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:22,993 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:23,016 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:23,030 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 02:30:23,045 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,060 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,073 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,088 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,103 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,118 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,137 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,157 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,179 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,199 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,220 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,232 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,247 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,263 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,276 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,290 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,303 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,317 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,332 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,355 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,376 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,393 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,413 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,435 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,450 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,465 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,479 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,494 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,507 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,523 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,539 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,555 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,571 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:23,594 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:23,616 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,639 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,656 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,668 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 02:30:23,683 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,698 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,712 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,727 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,742 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 02:30:23,754 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 02:30:23,799 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:23,821 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:23,839 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:23,932 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:23,947 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:23,964 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:23,984 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,002 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:24,025 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,049 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,065 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,078 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,094 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,107 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,122 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,137 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,152 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,167 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,186 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,206 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:30:24,228 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:30:24,250 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:30:24,272 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:30:24,287 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:30:24,305 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 02:30:24,320 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:30:24,334 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 02:30:24,345 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 02:30:24,358 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,373 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,386 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,410 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,429 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,449 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 02:30:24,488 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,503 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,518 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,531 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,545 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 02:30:24,573 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,588 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:24,607 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:24,622 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:24,643 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:24,666 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:24,686 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:24,701 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:24,729 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 02:30:24,757 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 02:30:24,942 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 02:30:25,002 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 02:30:25,737 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:30:25,753 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 02:30:25,766 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:30:25,780 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:30:25,793 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 02:30:25,806 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,821 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,835 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,850 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:25,870 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,893 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,916 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,935 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,951 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:25,966 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:25,981 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:25,996 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:26,010 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:26,022 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:26,035 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:26,049 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:26,066 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:26,085 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:26,110 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,130 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,151 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,164 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,179 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,193 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,206 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,219 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,233 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,249 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,262 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,281 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,302 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,321 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,339 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,362 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,378 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,394 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,407 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,421 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,435 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,452 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,464 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,477 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,495 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,517 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,534 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:26,556 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,579 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:26,594 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,609 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,622 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,634 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,649 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,662 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,675 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,693 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,713 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,733 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,753 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:26,771 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,787 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,802 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,818 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,831 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:26,843 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,858 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,873 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,890 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,906 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,925 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:26,943 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:26,962 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:26,985 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,001 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,015 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,029 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,040 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,053 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,067 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,081 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:30:27,094 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:30:27,113 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,132 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,151 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:30:27,170 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:30:27,192 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:30:27,205 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,220 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,234 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:30:27,247 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,263 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,278 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,292 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,307 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,326 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,348 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,370 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,388 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,407 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:30:27,422 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,439 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,453 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,466 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,482 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,495 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,511 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,533 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,548 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,571 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,595 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,617 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,630 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,645 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,659 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,672 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,686 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,702 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,716 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,729 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,747 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,772 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:27,796 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,819 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,836 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,851 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,865 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:27,879 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,894 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,906 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,920 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,933 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,949 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,967 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:27,985 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,008 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,027 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,041 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,056 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,072 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,087 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,102 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,117 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,132 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,152 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,174 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,198 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,221 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,235 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:28,250 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,263 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,278 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,292 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,306 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:28,318 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,332 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,351 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,368 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,391 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,413 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,432 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,448 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,462 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:28,476 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:28,489 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:28,504 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:28,518 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:28,533 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:28,550 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,568 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,589 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,606 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,627 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,645 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,657 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,670 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:28,684 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,698 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,713 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,729 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,744 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,763 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,780 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,798 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,820 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,843 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,860 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,873 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,887 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:28,902 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,916 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,931 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,944 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,957 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,976 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:28,990 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,009 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,031 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,050 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,069 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,083 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,100 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,116 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,131 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,140 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,156 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,172 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,190 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,208 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,232 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,254 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,275 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,290 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,304 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,319 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,332 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,346 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,362 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,376 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,393 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,410 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:30:29,432 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:30:29,453 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:30:29,469 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,487 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,503 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,518 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,526 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,539 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,553 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,565 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:30:29,577 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,598 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,620 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,640 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:30:29,656 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,673 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,688 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,699 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,714 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,727 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,741 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,755 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,770 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,784 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,799 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,812 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,833 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,855 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,877 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,896 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,909 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,919 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,931 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,943 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,955 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,970 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:29,983 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:29,998 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,016 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,038 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,059 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,081 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,100 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,115 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,130 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,144 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,158 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,172 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,187 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,199 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,214 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,233 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,251 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,274 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,291 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,310 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,326 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,345 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,360 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,374 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,389 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,404 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,420 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,443 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,465 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,485 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,504 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,523 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,538 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:30,553 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:30,567 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:30,582 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:30,596 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,610 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,622 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,645 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,658 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,679 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,700 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,716 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,734 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,749 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,764 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,779 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,795 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:30,810 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,826 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,847 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,871 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,891 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,914 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,933 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:30,946 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 02:30:30,960 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,973 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:30,988 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,002 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,017 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,031 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,052 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,071 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,088 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,108 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,129 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,143 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,158 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,173 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,188 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,201 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,214 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,229 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:30:31,248 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,266 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,284 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,303 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,326 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 02:30:31,345 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,360 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,374 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,389 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,403 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,417 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,432 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,447 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,464 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 02:30:31,484 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,504 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,522 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,544 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,559 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,575 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,587 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 02:30:31,602 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 02:30:31,617 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,633 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,646 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,663 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,678 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,701 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,725 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,748 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,767 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,780 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,794 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,810 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,824 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,838 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,851 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 02:30:31,860 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,878 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,896 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,915 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 02:30:31,937 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:31,958 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:31,971 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:31,985 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,000 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,016 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,031 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,049 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,063 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,085 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,109 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,130 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,153 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,171 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,186 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,198 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,210 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,225 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,239 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,253 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,267 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,283 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,301 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:32,321 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,338 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,360 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,380 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,394 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,409 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,422 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:32,437 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,452 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,467 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,491 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,509 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,530 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,550 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,569 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,583 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,598 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,613 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,628 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,642 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,653 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,666 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:32,682 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,702 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:32,719 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:32,742 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:30:32,767 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,787 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,801 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,815 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,830 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,842 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,857 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:32,869 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,882 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,900 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,922 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,944 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,962 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:32,981 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:33,000 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,015 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,027 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:33,042 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,057 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,071 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,086 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,098 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,115 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,134 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,157 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,179 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,200 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,217 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,235 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,250 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:33,262 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:30:33,291 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 02:30:33,324 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,342 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,360 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,377 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,390 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,409 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,424 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,439 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:33,455 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 02:30:33,470 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,485 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,505 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,521 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,534 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,548 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,564 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,579 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,591 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,606 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,617 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,632 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,647 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,661 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,674 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,689 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:33,704 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,719 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,730 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,744 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,759 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,769 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,783 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,799 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,813 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,826 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,839 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,853 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 02:30:33,867 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,882 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,895 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,910 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,922 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,935 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,950 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,964 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:33,979 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:33,993 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,009 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,022 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,037 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,051 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,065 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,080 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,093 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,105 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:34,121 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:34,135 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:34,150 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,163 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,175 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:34,190 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 02:30:34,204 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,217 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,231 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,246 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,261 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,276 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,291 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,306 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,322 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,335 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,350 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,365 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,378 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:30:34,393 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,422 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:30:34,436 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-27 02:30:34,464 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,507 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,568 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,594 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,652 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,667 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,683 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,713 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,728 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:34,771 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,785 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,798 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,811 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,824 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,838 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,853 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,865 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:34,878 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,892 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,903 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,917 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,931 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,946 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,960 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,975 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:34,987 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:35,002 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 02:30:35,016 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,029 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,045 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,060 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,076 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,089 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,104 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,119 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,134 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,149 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,161 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,176 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,191 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,206 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,221 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,233 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,247 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,261 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,275 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,290 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,304 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,318 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,333 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,342 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,356 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,368 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 02:30:35,396 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,410 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,423 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,435 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,447 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,460 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,474 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,487 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,501 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,515 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,528 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,542 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,557 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,570 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,583 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,597 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,609 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,623 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,634 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,648 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,663 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,677 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,692 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,704 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,717 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,730 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 02:30:35,744 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,758 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,771 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,784 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,799 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,858 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,872 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,884 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,898 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,915 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,929 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,944 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 02:30:35,958 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,966 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,980 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:35,992 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,004 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,018 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,033 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,046 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,062 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,077 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,093 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,109 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,122 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,137 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,153 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,168 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,183 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,198 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,215 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,228 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,242 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,257 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,273 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,286 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,299 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:30:36,314 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,329 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,344 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,359 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,374 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,388 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,403 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,416 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,431 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:36,444 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:36,458 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,474 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,489 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,503 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,516 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,530 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,547 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,563 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,577 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,591 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,606 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,620 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,632 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,646 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,659 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,674 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,689 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,704 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,719 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,734 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,748 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,758 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,773 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,786 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,801 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,815 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,830 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,845 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,856 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,865 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,881 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,895 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:36,909 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:36,922 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,936 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:30:36,951 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,963 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,977 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:36,991 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,004 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,018 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,030 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:37,044 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:37,058 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:37,072 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 02:30:37,085 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:30:37,099 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:30:37,113 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:30:37,127 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,142 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,155 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,169 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:30:37,183 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:37,199 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 02:30:53,790 semantic_segmentation INFO: Iters: 136810/150000 || Lr: 0.002243 || Task Loss: 0.2959 || KD Loss: 0.0318|| 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, 15:44:38 || Estimated Time: 6:08:44
2023-07-27 02:31:10,926 semantic_segmentation INFO: Iters: 136820/150000 || Lr: 0.002241 || Task Loss: 0.2724 || KD Loss: 0.0325|| 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, 15:44:55 || Estimated Time: 6:08:27
2023-07-27 02:31:27,664 semantic_segmentation INFO: Iters: 136830/150000 || Lr: 0.002240 || Task Loss: 0.2847 || KD Loss: 0.0330|| 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, 15:45:12 || Estimated Time: 6:08:10
2023-07-27 02:31:44,585 semantic_segmentation INFO: Iters: 136840/150000 || Lr: 0.002238 || Task Loss: 0.4271 || KD Loss: 0.0355|| 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, 15:45:29 || Estimated Time: 6:07:53
2023-07-27 02:32:01,419 semantic_segmentation INFO: Iters: 136850/150000 || Lr: 0.002237 || Task Loss: 0.2600 || KD Loss: 0.0297|| 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, 15:45:45 || Estimated Time: 6:07:37
2023-07-27 02:32:18,285 semantic_segmentation INFO: Iters: 136860/150000 || Lr: 0.002235 || Task Loss: 0.2064 || KD Loss: 0.0301|| 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, 15:46:02 || Estimated Time: 6:07:20
2023-07-27 02:32:35,169 semantic_segmentation INFO: Iters: 136870/150000 || Lr: 0.002234 || Task Loss: 0.3470 || KD Loss: 0.0537|| 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, 15:46:19 || Estimated Time: 6:07:03
2023-07-27 02:32:52,028 semantic_segmentation INFO: Iters: 136880/150000 || Lr: 0.002232 || Task Loss: 0.2542 || KD Loss: 0.0377|| 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, 15:46:36 || Estimated Time: 6:06:46
2023-07-27 02:33:09,106 semantic_segmentation INFO: Iters: 136890/150000 || Lr: 0.002231 || Task Loss: 0.1880 || KD Loss: 0.0333|| 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, 15:46:53 || Estimated Time: 6:06:30
2023-07-27 02:33:25,972 semantic_segmentation INFO: Iters: 136900/150000 || Lr: 0.002229 || Task Loss: 0.3393 || KD Loss: 0.0390|| 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, 15:47:10 || Estimated Time: 6:06:13
2023-07-27 02:33:42,774 semantic_segmentation INFO: Iters: 136910/150000 || Lr: 0.002228 || Task Loss: 0.2521 || KD Loss: 0.0239|| 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, 15:47:27 || Estimated Time: 6:05:56
2023-07-27 02:33:59,637 semantic_segmentation INFO: Iters: 136920/150000 || Lr: 0.002226 || Task Loss: 0.2392 || KD Loss: 0.0302|| 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, 15:47:44 || Estimated Time: 6:05:39
2023-07-27 02:34:16,506 semantic_segmentation INFO: Iters: 136930/150000 || Lr: 0.002224 || Task Loss: 0.2486 || KD Loss: 0.0342|| 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, 15:48:00 || Estimated Time: 6:05:23
2023-07-27 02:34:33,347 semantic_segmentation INFO: Iters: 136940/150000 || Lr: 0.002223 || Task Loss: 0.2978 || KD Loss: 0.0389|| 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, 15:48:17 || Estimated Time: 6:05:06
2023-07-27 02:34:50,134 semantic_segmentation INFO: Iters: 136950/150000 || Lr: 0.002221 || Task Loss: 0.2365 || KD Loss: 0.0283|| 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, 15:48:34 || Estimated Time: 6:04:49
2023-07-27 02:35:06,944 semantic_segmentation INFO: Iters: 136960/150000 || Lr: 0.002220 || Task Loss: 0.2224 || KD Loss: 0.0287|| 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, 15:48:51 || Estimated Time: 6:04:32
2023-07-27 02:35:23,747 semantic_segmentation INFO: Iters: 136970/150000 || Lr: 0.002218 || Task Loss: 0.3152 || KD Loss: 0.0302|| 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, 15:49:08 || Estimated Time: 6:04:15
2023-07-27 02:35:40,539 semantic_segmentation INFO: Iters: 136980/150000 || Lr: 0.002217 || Task Loss: 0.1915 || KD Loss: 0.0396|| 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, 15:49:25 || Estimated Time: 6:03:59
2023-07-27 02:35:57,797 semantic_segmentation INFO: Iters: 136990/150000 || Lr: 0.002215 || Task Loss: 0.2722 || KD Loss: 0.0348|| 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, 15:49:42 || Estimated Time: 6:03:42
2023-07-27 02:36:14,521 semantic_segmentation INFO: Iters: 137000/150000 || Lr: 0.002214 || Task Loss: 0.2835 || KD Loss: 0.0802|| 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, 15:49:59 || Estimated Time: 6:03:25
2023-07-27 02:36:31,573 semantic_segmentation INFO: Iters: 137010/150000 || Lr: 0.002212 || Task Loss: 0.2035 || KD Loss: 0.0392|| 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, 15:50:16 || Estimated Time: 6:03:08
2023-07-27 02:36:48,308 semantic_segmentation INFO: Iters: 137020/150000 || Lr: 0.002211 || Task Loss: 0.2800 || KD Loss: 0.0410|| 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, 15:50:32 || Estimated Time: 6:02:52
2023-07-27 02:37:05,105 semantic_segmentation INFO: Iters: 137030/150000 || Lr: 0.002209 || Task Loss: 0.2224 || KD Loss: 0.0246|| 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, 15:50:49 || Estimated Time: 6:02:35
2023-07-27 02:37:21,914 semantic_segmentation INFO: Iters: 137040/150000 || Lr: 0.002208 || Task Loss: 0.2897 || KD Loss: 0.0305|| 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, 15:51:06 || Estimated Time: 6:02:18
2023-07-27 02:37:38,698 semantic_segmentation INFO: Iters: 137050/150000 || Lr: 0.002206 || Task Loss: 0.3266 || KD Loss: 0.0427|| 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, 15:51:23 || Estimated Time: 6:02:01
2023-07-27 02:37:55,498 semantic_segmentation INFO: Iters: 137060/150000 || Lr: 0.002205 || Task Loss: 0.3208 || KD Loss: 0.0380|| 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, 15:51:39 || Estimated Time: 6:01:45
2023-07-27 02:38:12,294 semantic_segmentation INFO: Iters: 137070/150000 || Lr: 0.002203 || Task Loss: 0.2430 || KD Loss: 0.0314|| 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, 15:51:56 || Estimated Time: 6:01:28
2023-07-27 02:38:29,085 semantic_segmentation INFO: Iters: 137080/150000 || Lr: 0.002201 || Task Loss: 0.2548 || KD Loss: 0.0300|| 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, 15:52:13 || Estimated Time: 6:01:11
2023-07-27 02:38:45,745 semantic_segmentation INFO: Iters: 137090/150000 || Lr: 0.002200 || Task Loss: 0.3263 || KD Loss: 0.0603|| 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, 15:52:30 || Estimated Time: 6:00:54
2023-07-27 02:39:02,467 semantic_segmentation INFO: Iters: 137100/150000 || Lr: 0.002198 || Task Loss: 0.2164 || KD Loss: 0.0334|| 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, 15:52:46 || Estimated Time: 6:00:37
2023-07-27 02:39:19,860 semantic_segmentation INFO: Iters: 137110/150000 || Lr: 0.002197 || Task Loss: 0.4381 || KD Loss: 0.0579|| 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, 15:53:04 || Estimated Time: 6:00:21
2023-07-27 02:39:36,657 semantic_segmentation INFO: Iters: 137120/150000 || Lr: 0.002195 || Task Loss: 0.2084 || KD Loss: 0.0494|| 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, 15:53:21 || Estimated Time: 6:00:04
2023-07-27 02:39:53,941 semantic_segmentation INFO: Iters: 137130/150000 || Lr: 0.002194 || Task Loss: 0.2688 || KD Loss: 0.0338|| 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, 15:53:38 || Estimated Time: 5:59:47
2023-07-27 02:40:10,771 semantic_segmentation INFO: Iters: 137140/150000 || Lr: 0.002192 || Task Loss: 0.2069 || KD Loss: 0.0312|| 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, 15:53:55 || Estimated Time: 5:59:30
2023-07-27 02:40:27,560 semantic_segmentation INFO: Iters: 137150/150000 || Lr: 0.002191 || Task Loss: 0.2888 || KD Loss: 0.0551|| 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, 15:54:12 || Estimated Time: 5:59:14
2023-07-27 02:40:44,306 semantic_segmentation INFO: Iters: 137160/150000 || Lr: 0.002189 || Task Loss: 0.2851 || KD Loss: 0.0377|| 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, 15:54:28 || Estimated Time: 5:58:57
2023-07-27 02:41:01,121 semantic_segmentation INFO: Iters: 137170/150000 || Lr: 0.002188 || Task Loss: 0.2811 || KD Loss: 0.0243|| 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, 15:54:45 || Estimated Time: 5:58:40
2023-07-27 02:41:18,422 semantic_segmentation INFO: Iters: 137180/150000 || Lr: 0.002186 || Task Loss: 0.2307 || KD Loss: 0.0415|| 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, 15:55:02 || Estimated Time: 5:58:23
2023-07-27 02:41:35,145 semantic_segmentation INFO: Iters: 137190/150000 || Lr: 0.002185 || Task Loss: 0.2724 || KD Loss: 0.0376|| 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, 15:55:19 || Estimated Time: 5:58:07
2023-07-27 02:41:51,842 semantic_segmentation INFO: Iters: 137200/150000 || Lr: 0.002183 || Task Loss: 0.2357 || KD Loss: 0.0438|| 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, 15:55:36 || Estimated Time: 5:57:50
2023-07-27 02:42:08,636 semantic_segmentation INFO: Iters: 137210/150000 || Lr: 0.002182 || Task Loss: 0.2666 || KD Loss: 0.0258|| 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, 15:55:53 || Estimated Time: 5:57:33
2023-07-27 02:42:25,434 semantic_segmentation INFO: Iters: 137220/150000 || Lr: 0.002180 || Task Loss: 0.3222 || KD Loss: 0.0385|| 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, 15:56:09 || Estimated Time: 5:57:16
2023-07-27 02:42:42,143 semantic_segmentation INFO: Iters: 137230/150000 || Lr: 0.002178 || Task Loss: 0.2254 || KD Loss: 0.0320|| 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, 15:56:26 || Estimated Time: 5:57:00
2023-07-27 02:42:58,985 semantic_segmentation INFO: Iters: 137240/150000 || Lr: 0.002177 || Task Loss: 0.2006 || KD Loss: 0.0296|| 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, 15:56:43 || Estimated Time: 5:56:43
2023-07-27 02:43:15,738 semantic_segmentation INFO: Iters: 137250/150000 || Lr: 0.002175 || Task Loss: 0.2520 || KD Loss: 0.0571|| 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, 15:57:00 || Estimated Time: 5:56:26
2023-07-27 02:43:32,518 semantic_segmentation INFO: Iters: 137260/150000 || Lr: 0.002174 || Task Loss: 0.2462 || KD Loss: 0.0418|| 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, 15:57:16 || Estimated Time: 5:56:09
2023-07-27 02:43:49,247 semantic_segmentation INFO: Iters: 137270/150000 || Lr: 0.002172 || Task Loss: 0.1537 || KD Loss: 0.0234|| 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, 15:57:33 || Estimated Time: 5:55:52
2023-07-27 02:44:05,987 semantic_segmentation INFO: Iters: 137280/150000 || Lr: 0.002171 || Task Loss: 0.2263 || KD Loss: 0.0322|| 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, 15:57:50 || Estimated Time: 5:55:36
2023-07-27 02:44:22,784 semantic_segmentation INFO: Iters: 137290/150000 || Lr: 0.002169 || Task Loss: 0.2787 || KD Loss: 0.0416|| 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, 15:58:07 || Estimated Time: 5:55:19
2023-07-27 02:44:39,542 semantic_segmentation INFO: Iters: 137300/150000 || Lr: 0.002168 || Task Loss: 0.1990 || KD Loss: 0.0284|| 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, 15:58:24 || Estimated Time: 5:55:02
2023-07-27 02:44:56,175 semantic_segmentation INFO: Iters: 137310/150000 || Lr: 0.002166 || Task Loss: 0.3059 || KD Loss: 0.0750|| 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, 15:58:40 || Estimated Time: 5:54:45
2023-07-27 02:45:13,067 semantic_segmentation INFO: Iters: 137320/150000 || Lr: 0.002165 || Task Loss: 0.2727 || KD Loss: 0.0304|| 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, 15:58:57 || Estimated Time: 5:54:29
2023-07-27 02:45:29,781 semantic_segmentation INFO: Iters: 137330/150000 || Lr: 0.002163 || Task Loss: 0.1796 || KD Loss: 0.0403|| 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, 15:59:14 || Estimated Time: 5:54:12
2023-07-27 02:45:46,948 semantic_segmentation INFO: Iters: 137340/150000 || Lr: 0.002162 || Task Loss: 0.3102 || KD Loss: 0.0329|| 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, 15:59:31 || Estimated Time: 5:53:55
2023-07-27 02:46:03,739 semantic_segmentation INFO: Iters: 137350/150000 || Lr: 0.002160 || Task Loss: 0.2723 || KD Loss: 0.0340|| 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, 15:59:48 || Estimated Time: 5:53:38
2023-07-27 02:46:20,734 semantic_segmentation INFO: Iters: 137360/150000 || Lr: 0.002158 || Task Loss: 0.3168 || KD Loss: 0.0360|| 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, 16:00:05 || Estimated Time: 5:53:22
2023-07-27 02:46:37,522 semantic_segmentation INFO: Iters: 137370/150000 || Lr: 0.002157 || Task Loss: 0.1751 || KD Loss: 0.0292|| 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, 16:00:22 || Estimated Time: 5:53:05
2023-07-27 02:46:54,319 semantic_segmentation INFO: Iters: 137380/150000 || Lr: 0.002155 || Task Loss: 0.2411 || KD Loss: 0.0325|| 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, 16:00:38 || Estimated Time: 5:52:48
2023-07-27 02:47:11,126 semantic_segmentation INFO: Iters: 137390/150000 || Lr: 0.002154 || Task Loss: 0.2330 || KD Loss: 0.0516|| 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, 16:00:55 || Estimated Time: 5:52:31
2023-07-27 02:47:28,021 semantic_segmentation INFO: Iters: 137400/150000 || Lr: 0.002152 || Task Loss: 0.1561 || KD Loss: 0.0206|| 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, 16:01:12 || Estimated Time: 5:52:14
2023-07-27 02:47:44,725 semantic_segmentation INFO: Iters: 137410/150000 || Lr: 0.002151 || Task Loss: 0.2538 || KD Loss: 0.0327|| 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, 16:01:29 || Estimated Time: 5:51:58
2023-07-27 02:48:01,569 semantic_segmentation INFO: Iters: 137420/150000 || Lr: 0.002149 || Task Loss: 0.2728 || KD Loss: 0.0373|| 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, 16:01:46 || Estimated Time: 5:51:41
2023-07-27 02:48:18,403 semantic_segmentation INFO: Iters: 137430/150000 || Lr: 0.002148 || Task Loss: 0.2253 || KD Loss: 0.0327|| 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, 16:02:02 || Estimated Time: 5:51:24
2023-07-27 02:48:35,210 semantic_segmentation INFO: Iters: 137440/150000 || Lr: 0.002146 || Task Loss: 0.3656 || KD Loss: 0.0508|| 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, 16:02:19 || Estimated Time: 5:51:07
2023-07-27 02:48:52,657 semantic_segmentation INFO: Iters: 137450/150000 || Lr: 0.002145 || Task Loss: 0.2580 || KD Loss: 0.0249|| 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, 16:02:37 || Estimated Time: 5:50:51
2023-07-27 02:49:09,331 semantic_segmentation INFO: Iters: 137460/150000 || Lr: 0.002143 || Task Loss: 0.2837 || KD Loss: 0.0261|| 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, 16:02:53 || Estimated Time: 5:50:34
2023-07-27 02:49:26,136 semantic_segmentation INFO: Iters: 137470/150000 || Lr: 0.002142 || Task Loss: 0.2131 || KD Loss: 0.0266|| 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, 16:03:10 || Estimated Time: 5:50:17
2023-07-27 02:49:42,881 semantic_segmentation INFO: Iters: 137480/150000 || Lr: 0.002140 || Task Loss: 0.3145 || KD Loss: 0.0245|| 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, 16:03:27 || Estimated Time: 5:50:00
2023-07-27 02:49:59,751 semantic_segmentation INFO: Iters: 137490/150000 || Lr: 0.002139 || Task Loss: 0.3137 || KD Loss: 0.0314|| 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, 16:03:44 || Estimated Time: 5:49:44
2023-07-27 02:50:16,602 semantic_segmentation INFO: Iters: 137500/150000 || Lr: 0.002137 || Task Loss: 0.3613 || KD Loss: 0.0412|| 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, 16:04:01 || Estimated Time: 5:49:27
2023-07-27 02:50:33,474 semantic_segmentation INFO: Iters: 137510/150000 || Lr: 0.002135 || Task Loss: 0.2540 || KD Loss: 0.0249|| 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, 16:04:17 || Estimated Time: 5:49:10
2023-07-27 02:50:50,168 semantic_segmentation INFO: Iters: 137520/150000 || Lr: 0.002134 || Task Loss: 0.2913 || KD Loss: 0.0332|| 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, 16:04:34 || Estimated Time: 5:48:53
2023-07-27 02:51:06,943 semantic_segmentation INFO: Iters: 137530/150000 || Lr: 0.002132 || Task Loss: 0.4001 || KD Loss: 0.0602|| 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, 16:04:51 || Estimated Time: 5:48:37
2023-07-27 02:51:23,732 semantic_segmentation INFO: Iters: 137540/150000 || Lr: 0.002131 || Task Loss: 0.3079 || KD Loss: 0.0321|| 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, 16:05:08 || Estimated Time: 5:48:20
2023-07-27 02:51:40,537 semantic_segmentation INFO: Iters: 137550/150000 || Lr: 0.002129 || Task Loss: 0.3517 || KD Loss: 0.0531|| 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, 16:05:25 || Estimated Time: 5:48:03
2023-07-27 02:51:57,247 semantic_segmentation INFO: Iters: 137560/150000 || Lr: 0.002128 || Task Loss: 0.2460 || KD Loss: 0.0276|| 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, 16:05:41 || Estimated Time: 5:47:46
2023-07-27 02:52:14,142 semantic_segmentation INFO: Iters: 137570/150000 || Lr: 0.002126 || Task Loss: 0.3567 || KD Loss: 0.0327|| 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, 16:05:58 || Estimated Time: 5:47:29
2023-07-27 02:52:30,861 semantic_segmentation INFO: Iters: 137580/150000 || Lr: 0.002125 || Task Loss: 0.2451 || KD Loss: 0.0277|| 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, 16:06:15 || Estimated Time: 5:47:13
2023-07-27 02:52:47,625 semantic_segmentation INFO: Iters: 137590/150000 || Lr: 0.002123 || Task Loss: 0.3178 || KD Loss: 0.0517|| 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, 16:06:32 || Estimated Time: 5:46:56
2023-07-27 02:53:04,436 semantic_segmentation INFO: Iters: 137600/150000 || Lr: 0.002122 || Task Loss: 0.2481 || KD Loss: 0.0347|| 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, 16:06:48 || Estimated Time: 5:46:39
2023-07-27 02:53:04,549 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 02:53:05,012 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 02:53:05,035 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-27 02:53:05,047 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.170
2023-07-27 02:53:05,061 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.170
2023-07-27 02:53:05,074 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.247
2023-07-27 02:53:05,086 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.289
2023-07-27 02:53:05,100 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.333
2023-07-27 02:53:05,114 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.338
2023-07-27 02:53:05,126 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.380
2023-07-27 02:53:05,140 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.425
2023-07-27 02:53:05,154 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.464
2023-07-27 02:53:05,169 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.510
2023-07-27 02:53:05,181 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.508
2023-07-27 02:53:05,195 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.491
2023-07-27 02:53:05,208 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.488
2023-07-27 02:53:05,220 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.483
2023-07-27 02:53:05,231 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.468
2023-07-27 02:53:05,243 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.469
2023-07-27 02:53:05,257 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.467
2023-07-27 02:53:05,272 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.526
2023-07-27 02:53:05,287 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.528
2023-07-27 02:53:05,302 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.534
2023-07-27 02:53:05,316 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.564
2023-07-27 02:53:05,332 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.565
2023-07-27 02:53:05,348 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.563
2023-07-27 02:53:05,362 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.569
2023-07-27 02:53:05,376 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-27 02:53:05,388 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.575
2023-07-27 02:53:05,403 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.564
2023-07-27 02:53:05,419 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.565
2023-07-27 02:53:05,433 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.565
2023-07-27 02:53:05,449 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.565
2023-07-27 02:53:05,463 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.576
2023-07-27 02:53:05,477 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.572
2023-07-27 02:53:05,493 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.609
2023-07-27 02:53:05,509 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.609
2023-07-27 02:53:05,523 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.609
2023-07-27 02:53:05,535 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.654
2023-07-27 02:53:05,552 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.953, mIoU: 0.654
2023-07-27 02:53:05,566 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.953, mIoU: 0.653
2023-07-27 02:53:05,579 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-27 02:53:05,595 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.953, mIoU: 0.670
2023-07-27 02:53:05,609 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.667
2023-07-27 02:53:05,623 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.667
2023-07-27 02:53:05,638 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.677
2023-07-27 02:53:05,654 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.682
2023-07-27 02:53:05,667 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 02:53:05,680 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 02:53:05,694 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 02:53:05,710 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.681
2023-07-27 02:53:05,726 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.680
2023-07-27 02:53:05,741 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.680
2023-07-27 02:53:05,753 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.676
2023-07-27 02:53:05,769 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-27 02:53:05,784 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.685
2023-07-27 02:53:05,796 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.683
2023-07-27 02:53:05,811 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.680
2023-07-27 02:53:05,828 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.680
2023-07-27 02:53:05,841 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.954, mIoU: 0.681
2023-07-27 02:53:05,855 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-27 02:53:05,868 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.727
2023-07-27 02:53:05,883 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.725
2023-07-27 02:53:05,896 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.723
2023-07-27 02:53:05,914 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-27 02:53:05,928 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.725
2023-07-27 02:53:05,943 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.724
2023-07-27 02:53:05,959 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.956, mIoU: 0.725
2023-07-27 02:53:05,972 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.956, mIoU: 0.771
2023-07-27 02:53:05,987 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.957, mIoU: 0.771
2023-07-27 02:53:06,004 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.770
2023-07-27 02:53:06,019 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.787
2023-07-27 02:53:06,033 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.957, mIoU: 0.787
2023-07-27 02:53:06,048 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.786
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2023-07-27 02:53:06,078 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.788
2023-07-27 02:53:06,093 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.788
2023-07-27 02:53:06,108 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.782
2023-07-27 02:53:06,117 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 02:53:06,132 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 02:53:06,148 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-27 02:53:06,161 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.784
2023-07-27 02:53:06,176 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.783
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2023-07-27 02:53:06,206 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.775
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2023-07-27 02:53:06,280 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.776
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2023-07-27 02:53:06,308 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.773
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2023-07-27 02:53:06,339 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.774
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2023-07-27 02:53:06,369 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 02:53:06,384 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 02:53:06,397 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 02:53:06,411 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.770
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2023-07-27 02:53:06,659 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.766
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2023-07-27 02:53:06,685 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.760
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2023-07-27 02:53:06,729 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-27 02:53:06,743 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.757
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2023-07-27 02:53:06,927 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-27 02:53:06,940 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.740
2023-07-27 02:53:06,955 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.735
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2023-07-27 02:53:07,089 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.740
2023-07-27 02:53:07,104 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-27 02:53:07,118 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:53:07,128 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 02:53:07,143 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 02:53:07,157 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 02:53:07,184 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 02:53:07,367 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-27 02:53:07,424 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.939, mIoU: 0.723
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2023-07-27 02:53:07,489 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.724
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2023-07-27 02:53:07,776 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.940, mIoU: 0.724
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2023-07-27 02:53:11,299 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,314 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,329 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,343 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,358 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,371 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,384 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,400 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,415 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,430 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,445 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,458 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,473 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,486 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,498 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,516 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,531 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,546 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,561 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,576 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,592 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,607 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,615 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-27 02:53:11,625 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,638 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,651 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,666 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,679 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-27 02:53:11,693 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,709 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-27 02:53:11,724 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,739 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,753 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,766 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-27 02:53:11,780 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-27 02:53:11,795 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-27 02:53:11,808 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.724
2023-07-27 02:53:11,823 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-27 02:53:11,834 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-27 02:53:11,850 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-27 02:53:11,864 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-27 02:53:11,879 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-27 02:53:11,894 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-27 02:53:11,909 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-27 02:53:11,919 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-27 02:53:11,932 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-27 02:53:11,947 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:11,962 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:11,975 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:11,989 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-27 02:53:12,003 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-27 02:53:12,018 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-27 02:53:12,034 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-27 02:53:12,047 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-27 02:53:12,056 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-27 02:53:12,070 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-27 02:53:12,085 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,098 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,112 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,127 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,139 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,154 semantic_segmentation INFO: Sample: 502, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,167 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,182 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,197 semantic_segmentation INFO: Sample: 505, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,212 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-27 02:53:12,227 semantic_segmentation INFO: Sample: 507, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,240 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,253 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-27 02:53:12,268 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-27 02:53:12,283 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-27 02:53:12,298 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-27 02:53:12,312 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-27 02:53:12,329 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-27 02:53:12,344 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-27 02:53:12,360 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-27 02:53:12,373 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-27 02:53:12,387 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-27 02:53:12,402 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,418 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-27 02:53:12,433 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,447 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,460 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,474 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,488 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-27 02:53:12,502 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-27 02:53:12,516 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-27 02:53:12,528 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:12,543 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:12,556 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-27 02:53:12,567 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-27 02:53:12,579 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-27 02:53:12,593 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,607 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,621 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,635 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,643 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,658 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-27 02:53:12,673 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 02:53:12,688 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 02:53:12,704 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,719 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.939, mIoU: 0.731
2023-07-27 02:53:12,732 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,746 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,761 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,776 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,791 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,804 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,817 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,832 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,846 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.940, mIoU: 0.731
2023-07-27 02:53:12,867 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:12,880 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:12,895 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:12,911 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:12,927 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:12,940 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:12,955 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:12,970 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:12,983 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:12,999 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,014 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 02:53:13,029 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,044 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,057 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 02:53:13,072 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 02:53:13,087 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 02:53:13,103 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,113 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,128 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,143 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,156 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 02:53:13,170 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,183 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,197 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,212 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,227 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,239 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,252 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:13,265 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.940, mIoU: 0.732
2023-07-27 02:53:13,281 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,296 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,312 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,327 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,342 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,355 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 02:53:13,371 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-27 02:53:13,415 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-27 02:53:13,475 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.940, mIoU: 0.734
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2023-07-27 02:53:13,545 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-27 02:53:13,841 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-27 02:53:13,883 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:13,899 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:13,913 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-27 02:53:13,943 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:13,957 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:13,971 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 02:53:13,986 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 02:53:14,001 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-27 02:53:14,034 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,049 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:14,059 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,072 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,087 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,100 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,115 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,128 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,141 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,156 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,172 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,187 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,203 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,216 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,230 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,243 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,257 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,272 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,287 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,303 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,318 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-27 02:53:14,333 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,347 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,362 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-27 02:53:14,377 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,390 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,403 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,418 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,433 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,449 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,462 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,476 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,492 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,508 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,521 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,534 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,542 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:14,559 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,575 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,590 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,605 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,620 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,635 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:14,650 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:14,665 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,678 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,692 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,707 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,722 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,737 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,750 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,763 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,776 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:14,790 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:14,804 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:14,817 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:14,831 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:14,845 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,861 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,873 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,888 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,900 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,912 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,926 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,941 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,956 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,970 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:14,985 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,000 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,012 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,027 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,042 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,058 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,073 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,088 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:15,103 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:15,116 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:15,128 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:15,141 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,156 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,173 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,186 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,199 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,214 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,228 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,243 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,257 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,272 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,285 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:15,299 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,312 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,326 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,342 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,356 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,372 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,385 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,401 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,417 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,430 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,443 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,459 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,475 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,490 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,505 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,517 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,530 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,544 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,557 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:15,572 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:15,590 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,603 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,618 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,630 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,646 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,661 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,673 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,686 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,701 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,715 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,728 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,743 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,758 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,773 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,787 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,803 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,820 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,838 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,851 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,865 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,879 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,895 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,908 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,921 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,936 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:15,952 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,965 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,981 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:15,997 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,012 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,028 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,041 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,053 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,068 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,081 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,094 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,107 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,122 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,135 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,149 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,164 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,179 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,194 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,210 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,223 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,236 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,251 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,266 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,281 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,296 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,309 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:16,322 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,334 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,349 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,365 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,379 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,393 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,405 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,418 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,432 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,447 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-27 02:53:16,460 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-27 02:53:16,475 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,488 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-27 02:53:16,503 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 02:53:16,516 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 02:53:16,531 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-27 02:53:16,544 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 02:53:16,559 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 02:53:16,577 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-27 02:53:16,591 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:16,607 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,622 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,637 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,652 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,667 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,682 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,696 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:16,710 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,725 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,740 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,753 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,766 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,778 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,794 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,808 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,824 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,839 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,850 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,864 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,880 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,894 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,907 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:16,922 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:16,936 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,949 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,963 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:16,979 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:16,994 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,007 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,019 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,036 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:17,051 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:17,066 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:17,079 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:17,094 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:17,109 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:17,124 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:17,139 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:17,152 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,167 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,180 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,194 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,208 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,221 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,236 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,249 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,263 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,278 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,292 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,306 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,321 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,335 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,348 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,364 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,379 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,395 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,410 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,420 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,434 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,447 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,462 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,477 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,492 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,505 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,520 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,535 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,549 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,565 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,580 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,594 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,611 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,626 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,641 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,655 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,670 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,685 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,700 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,713 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,728 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,742 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,755 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,769 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,784 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,797 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,811 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,824 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:17,838 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:17,854 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:17,868 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:17,883 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,898 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,913 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,926 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,939 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:17,954 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,967 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,979 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:17,994 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,009 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,023 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,039 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,051 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,064 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,079 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,094 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,106 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,121 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,133 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,149 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,163 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,179 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,194 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,209 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,218 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,234 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,249 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,262 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,276 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,291 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,306 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,319 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,334 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,349 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,364 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-27 02:53:18,379 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,394 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,410 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,425 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,438 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,452 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:18,467 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:18,480 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-27 02:53:18,493 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,507 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,522 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,537 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,544 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,556 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,569 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,581 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-27 02:53:18,593 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,609 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,625 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,641 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,653 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,666 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,681 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,691 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,707 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,720 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,735 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,751 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,766 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,781 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,792 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,805 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,819 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:18,833 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,847 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-27 02:53:18,862 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,874 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,884 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,895 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:18,907 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,918 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,932 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:18,944 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,958 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,973 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:18,988 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-27 02:53:19,002 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:19,017 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:19,032 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:19,047 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:19,062 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:19,077 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:19,091 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:19,106 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:19,122 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-27 02:53:19,134 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,148 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,163 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,176 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,192 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,205 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,219 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,234 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,251 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,266 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,279 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,294 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,308 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,323 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,337 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,350 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,362 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,377 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,392 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,407 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-27 02:53:19,422 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-27 02:53:19,438 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-27 02:53:19,454 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-27 02:53:19,469 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,484 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,497 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,513 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,524 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,537 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,552 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,564 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,579 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,594 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,609 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,625 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,641 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,656 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 02:53:19,671 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,683 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,698 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,710 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,724 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,738 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,751 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,765 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,778 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,792 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,806 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,821 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,836 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,851 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,865 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 02:53:19,877 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,893 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,906 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,920 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,936 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:19,951 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,966 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,979 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:19,993 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,008 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,024 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,039 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,052 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,064 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,079 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,093 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,108 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 02:53:20,123 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,137 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,152 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,166 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,180 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,195 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,209 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,223 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,238 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,251 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,267 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,282 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 02:53:20,298 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:53:20,311 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 02:53:20,325 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 02:53:20,341 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,357 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,370 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,385 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,400 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,415 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,430 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,445 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 02:53:20,459 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:20,472 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:20,486 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:20,502 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 02:53:20,514 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.943, mIoU: 0.745
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2023-07-27 02:53:20,677 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 02:53:20,692 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.742
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2023-07-27 02:53:20,779 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,794 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,808 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,820 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,833 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,848 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,863 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,878 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,893 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,906 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,922 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,936 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,949 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,964 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:20,980 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,011 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:21,024 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-27 02:53:21,053 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,082 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,122 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,204 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:21,215 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:21,227 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:21,243 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,331 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.943, mIoU: 0.743
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2023-07-27 02:53:21,386 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 02:53:21,399 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.742
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2023-07-27 02:53:22,082 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,096 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 02:53:22,165 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,179 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,193 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,204 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,218 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,232 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,246 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,259 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,271 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,285 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,299 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,314 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,326 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,342 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,354 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,367 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,382 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,396 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,411 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,425 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,441 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,454 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,468 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,483 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,498 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,513 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,526 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,539 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,555 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,570 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,585 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,599 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,612 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,627 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 02:53:22,642 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,656 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,671 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,686 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,701 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,715 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,730 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,744 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,759 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,772 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,786 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,800 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,813 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,827 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,841 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,855 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,870 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 02:53:22,884 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:22,899 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:22,913 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:22,927 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:22,942 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:22,957 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:22,972 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:22,987 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,003 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,018 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,031 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,044 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,059 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,075 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,088 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,103 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,119 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,134 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,149 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,164 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,179 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,193 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,206 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,219 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,231 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,244 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,257 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,271 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,286 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,299 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,312 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,326 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,338 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,352 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,367 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,382 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,397 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,412 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,424 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,439 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,454 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,466 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,482 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,497 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,512 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,525 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,540 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,555 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,569 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,584 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,596 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,611 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,626 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,640 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,661 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,674 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,690 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,704 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,719 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,734 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,749 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,763 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,779 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,789 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,803 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,815 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,828 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 02:53:23,845 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,859 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,873 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:23,885 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,898 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,911 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:23,926 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:23,940 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,955 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,970 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,983 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:23,998 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,013 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,026 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,041 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,056 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,068 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,083 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,095 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.942, mIoU: 0.740
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2023-07-27 02:53:24,124 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,139 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,154 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 02:53:24,167 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,179 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,193 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 02:53:24,207 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,221 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,233 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,246 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,260 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,274 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,289 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,301 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,315 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,332 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-27 02:53:24,363 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-27 02:53:24,414 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.941, mIoU: 0.738
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2023-07-27 02:53:24,532 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 02:53:24,647 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-27 02:53:24,677 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 02:53:24,779 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,794 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 02:53:24,854 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,868 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,883 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,899 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,914 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,930 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,942 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:24,957 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,971 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,985 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:24,999 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,013 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,028 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,042 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,054 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,068 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,081 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,095 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,109 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,122 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,137 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,152 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,166 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,175 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,190 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,202 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,217 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 02:53:25,231 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,246 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,261 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,272 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,281 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,297 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,312 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,326 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,339 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,354 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,369 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,382 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,397 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,412 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,426 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,441 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,454 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,468 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,483 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,498 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,510 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,525 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,540 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 02:53:25,554 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:25,569 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:25,582 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:25,596 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:25,610 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:25,626 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 02:53:42,318 semantic_segmentation INFO: Iters: 137610/150000 || Lr: 0.002120 || Task Loss: 0.3195 || KD Loss: 0.0299|| 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, 16:07:26 || Estimated Time: 5:46:24
2023-07-27 02:53:59,127 semantic_segmentation INFO: Iters: 137620/150000 || Lr: 0.002118 || Task Loss: 0.2897 || KD Loss: 0.0503|| 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, 16:07:43 || Estimated Time: 5:46:07
2023-07-27 02:54:15,884 semantic_segmentation INFO: Iters: 137630/150000 || Lr: 0.002117 || Task Loss: 0.2270 || KD Loss: 0.0301|| 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, 16:08:00 || Estimated Time: 5:45:51
2023-07-27 02:54:32,688 semantic_segmentation INFO: Iters: 137640/150000 || Lr: 0.002115 || Task Loss: 0.2160 || KD Loss: 0.0295|| 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, 16:08:17 || Estimated Time: 5:45:34
2023-07-27 02:54:50,769 semantic_segmentation INFO: Iters: 137650/150000 || Lr: 0.002114 || Task Loss: 0.1966 || KD Loss: 0.0295|| 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, 16:08:35 || Estimated Time: 5:45:17
2023-07-27 02:55:10,111 semantic_segmentation INFO: Iters: 137660/150000 || Lr: 0.002112 || Task Loss: 0.1878 || KD Loss: 0.0235|| 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, 16:08:54 || Estimated Time: 5:45:01
2023-07-27 02:55:26,784 semantic_segmentation INFO: Iters: 137670/150000 || Lr: 0.002111 || Task Loss: 0.2508 || KD Loss: 0.0489|| 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, 16:09:11 || Estimated Time: 5:44:44
2023-07-27 02:55:43,643 semantic_segmentation INFO: Iters: 137680/150000 || Lr: 0.002109 || Task Loss: 0.2498 || KD Loss: 0.0307|| 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, 16:09:28 || Estimated Time: 5:44:27
2023-07-27 02:56:00,454 semantic_segmentation INFO: Iters: 137690/150000 || Lr: 0.002108 || Task Loss: 0.1873 || KD Loss: 0.0202|| 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, 16:09:44 || Estimated Time: 5:44:10
2023-07-27 02:56:17,189 semantic_segmentation INFO: Iters: 137700/150000 || Lr: 0.002106 || Task Loss: 0.2445 || KD Loss: 0.0334|| 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, 16:10:01 || Estimated Time: 5:43:54
2023-07-27 02:56:34,106 semantic_segmentation INFO: Iters: 137710/150000 || Lr: 0.002105 || Task Loss: 0.2544 || KD Loss: 0.0439|| 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, 16:10:18 || Estimated Time: 5:43:37
2023-07-27 02:56:50,898 semantic_segmentation INFO: Iters: 137720/150000 || Lr: 0.002103 || Task Loss: 0.2177 || KD Loss: 0.0250|| 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, 16:10:35 || Estimated Time: 5:43:20
2023-07-27 02:57:07,689 semantic_segmentation INFO: Iters: 137730/150000 || Lr: 0.002102 || Task Loss: 0.2297 || KD Loss: 0.0471|| 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, 16:10:52 || Estimated Time: 5:43:03
2023-07-27 02:57:24,521 semantic_segmentation INFO: Iters: 137740/150000 || Lr: 0.002100 || Task Loss: 0.2267 || KD Loss: 0.0366|| 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, 16:11:09 || Estimated Time: 5:42:47
2023-07-27 02:57:41,352 semantic_segmentation INFO: Iters: 137750/150000 || Lr: 0.002098 || Task Loss: 0.2710 || KD Loss: 0.0437|| 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, 16:11:25 || Estimated Time: 5:42:30
2023-07-27 02:57:58,151 semantic_segmentation INFO: Iters: 137760/150000 || Lr: 0.002097 || Task Loss: 0.2370 || KD Loss: 0.0328|| 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, 16:11:42 || Estimated Time: 5:42:13
2023-07-27 02:58:15,178 semantic_segmentation INFO: Iters: 137770/150000 || Lr: 0.002095 || Task Loss: 0.2985 || KD Loss: 0.0419|| 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, 16:11:59 || Estimated Time: 5:41:56
2023-07-27 02:58:31,918 semantic_segmentation INFO: Iters: 137780/150000 || Lr: 0.002094 || Task Loss: 0.2242 || KD Loss: 0.0245|| 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, 16:12:16 || Estimated Time: 5:41:39
2023-07-27 02:58:48,660 semantic_segmentation INFO: Iters: 137790/150000 || Lr: 0.002092 || Task Loss: 0.2268 || KD Loss: 0.0409|| 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, 16:12:33 || Estimated Time: 5:41:23
2023-07-27 02:59:05,661 semantic_segmentation INFO: Iters: 137800/150000 || Lr: 0.002091 || Task Loss: 0.2574 || KD Loss: 0.0298|| 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, 16:12:50 || Estimated Time: 5:41:06
2023-07-27 02:59:22,546 semantic_segmentation INFO: Iters: 137810/150000 || Lr: 0.002089 || Task Loss: 0.3218 || KD Loss: 0.0322|| 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, 16:13:07 || Estimated Time: 5:40:49
2023-07-27 02:59:39,339 semantic_segmentation INFO: Iters: 137820/150000 || Lr: 0.002088 || Task Loss: 0.2038 || KD Loss: 0.0239|| 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, 16:13:23 || Estimated Time: 5:40:32
2023-07-27 02:59:56,316 semantic_segmentation INFO: Iters: 137830/150000 || Lr: 0.002086 || Task Loss: 0.3299 || KD Loss: 0.0257|| 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, 16:13:40 || Estimated Time: 5:40:16
2023-07-27 03:00:13,048 semantic_segmentation INFO: Iters: 137840/150000 || Lr: 0.002085 || Task Loss: 0.2080 || KD Loss: 0.0329|| 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, 16:13:57 || Estimated Time: 5:39:59
2023-07-27 03:00:29,898 semantic_segmentation INFO: Iters: 137850/150000 || Lr: 0.002083 || Task Loss: 0.2737 || KD Loss: 0.0390|| 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, 16:14:14 || Estimated Time: 5:39:42
2023-07-27 03:00:46,640 semantic_segmentation INFO: Iters: 137860/150000 || Lr: 0.002082 || Task Loss: 0.2694 || KD Loss: 0.0749|| 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, 16:14:31 || Estimated Time: 5:39:25
2023-07-27 03:01:03,538 semantic_segmentation INFO: Iters: 137870/150000 || Lr: 0.002080 || Task Loss: 0.2203 || KD Loss: 0.0383|| 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, 16:14:48 || Estimated Time: 5:39:09
2023-07-27 03:01:20,339 semantic_segmentation INFO: Iters: 137880/150000 || Lr: 0.002078 || Task Loss: 0.3482 || KD Loss: 0.0459|| 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, 16:15:04 || Estimated Time: 5:38:52
2023-07-27 03:01:37,196 semantic_segmentation INFO: Iters: 137890/150000 || Lr: 0.002077 || Task Loss: 0.1983 || KD Loss: 0.0294|| 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, 16:15:21 || Estimated Time: 5:38:35
2023-07-27 03:01:54,017 semantic_segmentation INFO: Iters: 137900/150000 || Lr: 0.002075 || Task Loss: 0.2206 || KD Loss: 0.0525|| 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, 16:15:38 || Estimated Time: 5:38:18
2023-07-27 03:02:10,755 semantic_segmentation INFO: Iters: 137910/150000 || Lr: 0.002074 || Task Loss: 0.2377 || KD Loss: 0.0291|| 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, 16:15:55 || Estimated Time: 5:38:01
2023-07-27 03:02:27,538 semantic_segmentation INFO: Iters: 137920/150000 || Lr: 0.002072 || Task Loss: 0.2490 || KD Loss: 0.0213|| 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, 16:16:12 || Estimated Time: 5:37:45
2023-07-27 03:02:44,315 semantic_segmentation INFO: Iters: 137930/150000 || Lr: 0.002071 || Task Loss: 0.2083 || KD Loss: 0.0254|| 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, 16:16:28 || Estimated Time: 5:37:28
2023-07-27 03:03:01,098 semantic_segmentation INFO: Iters: 137940/150000 || Lr: 0.002069 || Task Loss: 0.2808 || KD Loss: 0.0336|| 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, 16:16:45 || Estimated Time: 5:37:11
2023-07-27 03:03:17,868 semantic_segmentation INFO: Iters: 137950/150000 || Lr: 0.002068 || Task Loss: 0.3248 || KD Loss: 0.0434|| 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, 16:17:02 || Estimated Time: 5:36:54
2023-07-27 03:03:34,641 semantic_segmentation INFO: Iters: 137960/150000 || Lr: 0.002066 || Task Loss: 0.2327 || KD Loss: 0.0375|| 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, 16:17:19 || Estimated Time: 5:36:38
2023-07-27 03:03:51,452 semantic_segmentation INFO: Iters: 137970/150000 || Lr: 0.002065 || Task Loss: 0.3229 || KD Loss: 0.0445|| 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, 16:17:35 || Estimated Time: 5:36:21
2023-07-27 03:04:08,259 semantic_segmentation INFO: Iters: 137980/150000 || Lr: 0.002063 || Task Loss: 0.1884 || KD Loss: 0.0368|| 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, 16:17:52 || Estimated Time: 5:36:04
2023-07-27 03:04:25,045 semantic_segmentation INFO: Iters: 137990/150000 || Lr: 0.002061 || Task Loss: 0.2886 || KD Loss: 0.0256|| 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, 16:18:09 || Estimated Time: 5:35:47
2023-07-27 03:04:41,812 semantic_segmentation INFO: Iters: 138000/150000 || Lr: 0.002060 || Task Loss: 0.2618 || KD Loss: 0.0552|| 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, 16:18:26 || Estimated Time: 5:35:30
2023-07-27 03:04:58,549 semantic_segmentation INFO: Iters: 138010/150000 || Lr: 0.002058 || Task Loss: 0.1492 || KD Loss: 0.0177|| 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, 16:18:43 || Estimated Time: 5:35:14
2023-07-27 03:05:15,364 semantic_segmentation INFO: Iters: 138020/150000 || Lr: 0.002057 || Task Loss: 0.1940 || KD Loss: 0.0294|| 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, 16:18:59 || Estimated Time: 5:34:57
2023-07-27 03:05:32,250 semantic_segmentation INFO: Iters: 138030/150000 || Lr: 0.002055 || Task Loss: 0.3103 || KD Loss: 0.0450|| 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, 16:19:16 || Estimated Time: 5:34:40
2023-07-27 03:05:48,998 semantic_segmentation INFO: Iters: 138040/150000 || Lr: 0.002054 || Task Loss: 0.2906 || KD Loss: 0.0399|| 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, 16:19:33 || Estimated Time: 5:34:23
2023-07-27 03:06:05,786 semantic_segmentation INFO: Iters: 138050/150000 || Lr: 0.002052 || Task Loss: 0.2212 || KD Loss: 0.0380|| 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, 16:19:50 || Estimated Time: 5:34:07
2023-07-27 03:06:22,648 semantic_segmentation INFO: Iters: 138060/150000 || Lr: 0.002051 || Task Loss: 0.3169 || KD Loss: 0.0442|| 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, 16:20:07 || Estimated Time: 5:33:50
2023-07-27 03:06:39,402 semantic_segmentation INFO: Iters: 138070/150000 || Lr: 0.002049 || Task Loss: 0.3230 || KD Loss: 0.0491|| 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, 16:20:23 || Estimated Time: 5:33:33
2023-07-27 03:06:56,195 semantic_segmentation INFO: Iters: 138080/150000 || Lr: 0.002048 || Task Loss: 0.2765 || KD Loss: 0.0253|| 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, 16:20:40 || Estimated Time: 5:33:16
2023-07-27 03:07:13,299 semantic_segmentation INFO: Iters: 138090/150000 || Lr: 0.002046 || Task Loss: 0.2685 || KD Loss: 0.0282|| 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, 16:20:57 || Estimated Time: 5:33:00
2023-07-27 03:07:30,049 semantic_segmentation INFO: Iters: 138100/150000 || Lr: 0.002044 || Task Loss: 0.4305 || KD Loss: 0.0368|| 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: 2 days, 16:21:14 || Estimated Time: 5:32:43
2023-07-27 03:07:46,856 semantic_segmentation INFO: Iters: 138110/150000 || Lr: 0.002043 || Task Loss: 0.2004 || KD Loss: 0.0317|| 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, 16:21:31 || Estimated Time: 5:32:26
2023-07-27 03:08:03,574 semantic_segmentation INFO: Iters: 138120/150000 || Lr: 0.002041 || Task Loss: 0.2391 || KD Loss: 0.0452|| 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, 16:21:48 || Estimated Time: 5:32:09
2023-07-27 03:08:20,690 semantic_segmentation INFO: Iters: 138130/150000 || Lr: 0.002040 || Task Loss: 0.2602 || KD Loss: 0.0247|| 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, 16:22:05 || Estimated Time: 5:31:52
2023-07-27 03:08:37,750 semantic_segmentation INFO: Iters: 138140/150000 || Lr: 0.002038 || Task Loss: 0.3145 || KD Loss: 0.0362|| 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, 16:22:22 || Estimated Time: 5:31:36
2023-07-27 03:08:54,660 semantic_segmentation INFO: Iters: 138150/150000 || Lr: 0.002037 || Task Loss: 0.2697 || KD Loss: 0.0279|| 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, 16:22:39 || Estimated Time: 5:31:19
2023-07-27 03:09:11,349 semantic_segmentation INFO: Iters: 138160/150000 || Lr: 0.002035 || Task Loss: 0.2373 || KD Loss: 0.0352|| 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, 16:22:55 || Estimated Time: 5:31:02
2023-07-27 03:09:28,182 semantic_segmentation INFO: Iters: 138170/150000 || Lr: 0.002034 || Task Loss: 0.2456 || KD Loss: 0.0370|| 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, 16:23:12 || Estimated Time: 5:30:45
2023-07-27 03:09:45,255 semantic_segmentation INFO: Iters: 138180/150000 || Lr: 0.002032 || Task Loss: 0.2475 || KD Loss: 0.0330|| 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, 16:23:29 || Estimated Time: 5:30:29
2023-07-27 03:10:01,973 semantic_segmentation INFO: Iters: 138190/150000 || Lr: 0.002031 || Task Loss: 0.2356 || KD Loss: 0.0265|| 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, 16:23:46 || Estimated Time: 5:30:12
2023-07-27 03:10:18,840 semantic_segmentation INFO: Iters: 138200/150000 || Lr: 0.002029 || Task Loss: 0.2758 || KD Loss: 0.0359|| 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, 16:24:03 || Estimated Time: 5:29:55
2023-07-27 03:10:35,628 semantic_segmentation INFO: Iters: 138210/150000 || Lr: 0.002027 || Task Loss: 0.3045 || KD Loss: 0.0367|| 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, 16:24:20 || Estimated Time: 5:29:38
2023-07-27 03:10:52,439 semantic_segmentation INFO: Iters: 138220/150000 || Lr: 0.002026 || Task Loss: 0.2965 || KD Loss: 0.0521|| 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, 16:24:36 || Estimated Time: 5:29:22
2023-07-27 03:11:09,339 semantic_segmentation INFO: Iters: 138230/150000 || Lr: 0.002024 || Task Loss: 0.2683 || KD Loss: 0.0350|| 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, 16:24:53 || Estimated Time: 5:29:05
2023-07-27 03:11:26,034 semantic_segmentation INFO: Iters: 138240/150000 || Lr: 0.002023 || Task Loss: 0.1937 || KD Loss: 0.0301|| 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, 16:25:10 || Estimated Time: 5:28:48
2023-07-27 03:11:43,282 semantic_segmentation INFO: Iters: 138250/150000 || Lr: 0.002021 || Task Loss: 0.4476 || KD Loss: 0.0420|| 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, 16:25:27 || Estimated Time: 5:28:31
2023-07-27 03:12:00,440 semantic_segmentation INFO: Iters: 138260/150000 || Lr: 0.002020 || Task Loss: 0.2600 || KD Loss: 0.0486|| 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, 16:25:44 || Estimated Time: 5:28:14
2023-07-27 03:12:17,091 semantic_segmentation INFO: Iters: 138270/150000 || Lr: 0.002018 || Task Loss: 0.2682 || KD Loss: 0.0407|| 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, 16:26:01 || Estimated Time: 5:27:58
2023-07-27 03:12:34,124 semantic_segmentation INFO: Iters: 138280/150000 || Lr: 0.002017 || Task Loss: 0.2719 || KD Loss: 0.0376|| 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, 16:26:18 || Estimated Time: 5:27:41
2023-07-27 03:12:50,955 semantic_segmentation INFO: Iters: 138290/150000 || Lr: 0.002015 || Task Loss: 0.2465 || KD Loss: 0.0326|| 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, 16:26:35 || Estimated Time: 5:27:24
2023-07-27 03:13:07,762 semantic_segmentation INFO: Iters: 138300/150000 || Lr: 0.002013 || Task Loss: 0.2267 || KD Loss: 0.0306|| 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, 16:26:52 || Estimated Time: 5:27:07
2023-07-27 03:13:24,772 semantic_segmentation INFO: Iters: 138310/150000 || Lr: 0.002012 || Task Loss: 0.2118 || KD Loss: 0.0436|| 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, 16:27:09 || Estimated Time: 5:26:51
2023-07-27 03:13:41,485 semantic_segmentation INFO: Iters: 138320/150000 || Lr: 0.002010 || Task Loss: 0.3403 || KD Loss: 0.0446|| 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, 16:27:25 || Estimated Time: 5:26:34
2023-07-27 03:13:58,254 semantic_segmentation INFO: Iters: 138330/150000 || Lr: 0.002009 || Task Loss: 0.2827 || KD Loss: 0.0347|| 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, 16:27:42 || Estimated Time: 5:26:17
2023-07-27 03:14:14,976 semantic_segmentation INFO: Iters: 138340/150000 || Lr: 0.002007 || Task Loss: 0.3187 || 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, 16:27:59 || Estimated Time: 5:26:00
2023-07-27 03:14:31,914 semantic_segmentation INFO: Iters: 138350/150000 || Lr: 0.002006 || Task Loss: 0.3146 || KD Loss: 0.0413|| 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, 16:28:16 || Estimated Time: 5:25:44
2023-07-27 03:14:48,756 semantic_segmentation INFO: Iters: 138360/150000 || Lr: 0.002004 || Task Loss: 0.2146 || KD Loss: 0.0249|| 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, 16:28:33 || Estimated Time: 5:25:27
2023-07-27 03:15:05,540 semantic_segmentation INFO: Iters: 138370/150000 || Lr: 0.002003 || Task Loss: 0.2928 || KD Loss: 0.0277|| 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, 16:28:50 || Estimated Time: 5:25:10
2023-07-27 03:15:22,568 semantic_segmentation INFO: Iters: 138380/150000 || Lr: 0.002001 || Task Loss: 0.2388 || KD Loss: 0.0357|| 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, 16:29:07 || Estimated Time: 5:24:53
2023-07-27 03:15:39,346 semantic_segmentation INFO: Iters: 138390/150000 || Lr: 0.002000 || Task Loss: 0.2336 || KD Loss: 0.0384|| 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, 16:29:23 || Estimated Time: 5:24:36
2023-07-27 03:15:56,157 semantic_segmentation INFO: Iters: 138400/150000 || Lr: 0.001998 || Task Loss: 0.3250 || KD Loss: 0.0294|| 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, 16:29:40 || Estimated Time: 5:24:20
2023-07-27 03:15:56,269 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 03:15:56,736 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 03:15:56,748 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.136
2023-07-27 03:15:56,760 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.173
2023-07-27 03:15:56,774 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.173
2023-07-27 03:15:56,787 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.247
2023-07-27 03:15:56,798 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.290
2023-07-27 03:15:56,812 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.335
2023-07-27 03:15:56,826 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.340
2023-07-27 03:15:56,838 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.380
2023-07-27 03:15:56,852 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.421
2023-07-27 03:15:56,866 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.460
2023-07-27 03:15:56,881 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.506
2023-07-27 03:15:56,893 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.503
2023-07-27 03:15:56,907 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-27 03:15:56,921 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-27 03:15:56,933 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.480
2023-07-27 03:15:56,944 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.469
2023-07-27 03:15:56,956 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.469
2023-07-27 03:15:56,970 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.469
2023-07-27 03:15:56,985 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.524
2023-07-27 03:15:56,999 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.526
2023-07-27 03:15:57,014 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.534
2023-07-27 03:15:57,028 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.569
2023-07-27 03:15:57,044 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.570
2023-07-27 03:15:57,059 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.569
2023-07-27 03:15:57,072 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.576
2023-07-27 03:15:57,087 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.579
2023-07-27 03:15:57,097 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.581
2023-07-27 03:15:57,112 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.569
2023-07-27 03:15:57,126 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.569
2023-07-27 03:15:57,140 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.570
2023-07-27 03:15:57,154 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.570
2023-07-27 03:15:57,169 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.580
2023-07-27 03:15:57,183 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.577
2023-07-27 03:15:57,197 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.619
2023-07-27 03:15:57,211 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.619
2023-07-27 03:15:57,224 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.619
2023-07-27 03:15:57,236 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.664
2023-07-27 03:15:57,253 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.665
2023-07-27 03:15:57,266 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.956, mIoU: 0.664
2023-07-27 03:15:57,279 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-27 03:15:57,294 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.682
2023-07-27 03:15:57,309 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-27 03:15:57,322 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-27 03:15:57,338 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 03:15:57,353 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 03:15:57,366 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 03:15:57,379 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 03:15:57,393 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.696
2023-07-27 03:15:57,409 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-27 03:15:57,425 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 03:15:57,440 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 03:15:57,454 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.686
2023-07-27 03:15:57,470 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-27 03:15:57,485 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-27 03:15:57,498 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.956, mIoU: 0.692
2023-07-27 03:15:57,514 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 03:15:57,531 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.956, mIoU: 0.689
2023-07-27 03:15:57,544 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-27 03:15:57,559 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.734
2023-07-27 03:15:57,572 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.735
2023-07-27 03:15:57,587 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-27 03:15:57,600 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.956, mIoU: 0.731
2023-07-27 03:15:57,618 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.956, mIoU: 0.734
2023-07-27 03:15:57,631 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.957, mIoU: 0.733
2023-07-27 03:15:57,646 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.957, mIoU: 0.732
2023-07-27 03:15:57,662 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.733
2023-07-27 03:15:57,677 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.958, mIoU: 0.778
2023-07-27 03:15:57,692 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.958, mIoU: 0.779
2023-07-27 03:15:57,707 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.958, mIoU: 0.776
2023-07-27 03:15:57,724 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-27 03:15:57,737 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-27 03:15:57,752 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.957, mIoU: 0.791
2023-07-27 03:15:57,767 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.958, mIoU: 0.791
2023-07-27 03:15:57,781 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-27 03:15:57,796 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.959, mIoU: 0.793
2023-07-27 03:15:57,811 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.955, mIoU: 0.788
2023-07-27 03:15:57,820 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.785
2023-07-27 03:15:57,836 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.787
2023-07-27 03:15:57,852 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.787
2023-07-27 03:15:57,865 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 03:15:57,880 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 03:15:57,895 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.786
2023-07-27 03:15:57,910 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 03:15:57,925 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 03:15:57,940 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-27 03:15:57,955 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-27 03:15:57,970 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.953, mIoU: 0.782
2023-07-27 03:15:57,984 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 03:15:57,997 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 03:15:58,012 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-27 03:15:58,027 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.952, mIoU: 0.776
2023-07-27 03:15:58,042 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.952, mIoU: 0.777
2023-07-27 03:15:58,057 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.778
2023-07-27 03:15:58,072 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 03:15:58,087 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-27 03:15:58,100 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.951, mIoU: 0.772
2023-07-27 03:15:58,113 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 03:15:58,128 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.772
2023-07-27 03:15:58,142 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,157 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-27 03:15:58,171 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.952, mIoU: 0.772
2023-07-27 03:15:58,184 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,198 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 03:15:58,214 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,227 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.952, mIoU: 0.774
2023-07-27 03:15:58,242 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.952, mIoU: 0.774
2023-07-27 03:15:58,256 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,270 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,283 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,295 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,308 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.952, mIoU: 0.773
2023-07-27 03:15:58,323 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.953, mIoU: 0.772
2023-07-27 03:15:58,338 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.953, mIoU: 0.772
2023-07-27 03:15:58,353 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-27 03:15:58,366 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.953, mIoU: 0.774
2023-07-27 03:15:58,380 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.952, mIoU: 0.768
2023-07-27 03:15:58,395 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.952, mIoU: 0.767
2023-07-27 03:15:58,408 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.952, mIoU: 0.768
2023-07-27 03:15:58,423 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-27 03:15:58,438 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-27 03:15:58,451 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-27 03:15:58,465 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 03:15:58,480 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 03:15:58,495 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 03:15:58,504 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-27 03:15:58,515 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.952, mIoU: 0.765
2023-07-27 03:15:58,531 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-27 03:15:58,539 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-27 03:15:58,552 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-27 03:15:58,567 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-27 03:15:58,582 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-27 03:15:58,595 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-27 03:15:58,610 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.748
2023-07-27 03:15:58,623 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-27 03:15:58,635 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.950, mIoU: 0.748
2023-07-27 03:15:58,650 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-27 03:15:58,663 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-27 03:15:58,682 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-27 03:15:58,696 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-27 03:15:58,711 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-27 03:15:58,727 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-27 03:15:58,742 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-27 03:15:58,757 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-27 03:15:58,772 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-27 03:15:58,787 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-27 03:15:58,802 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.755
2023-07-27 03:15:58,816 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 03:15:58,826 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.759
2023-07-27 03:15:58,841 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.760
2023-07-27 03:15:58,856 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,869 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,883 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,896 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.759
2023-07-27 03:15:58,909 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,924 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,938 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,954 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,968 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.760
2023-07-27 03:15:58,983 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.762
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2023-07-27 03:16:01,972 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-27 03:16:03,285 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.940, mIoU: 0.731
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2023-07-27 03:16:03,634 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 03:16:04,555 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:16:04,570 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-27 03:16:04,686 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:16:04,701 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:16:04,714 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 03:16:04,821 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 03:16:04,863 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:16:04,879 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 03:16:04,907 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 03:16:04,979 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 03:16:05,005 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:16:05,020 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 03:16:05,078 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.741
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2023-07-27 03:16:05,121 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 03:16:05,148 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,163 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,177 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 03:16:05,192 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,206 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,217 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,233 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 03:16:05,249 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,263 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,278 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,293 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-27 03:16:05,320 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.740
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2023-07-27 03:16:05,363 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.741
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2023-07-27 03:16:05,393 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.741
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2023-07-27 03:16:05,423 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:16:05,438 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,453 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 03:16:05,483 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,498 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,511 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:05,526 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,541 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,556 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,569 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,585 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,598 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,613 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:16:05,628 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:16:05,644 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,659 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,674 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,690 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-27 03:16:05,719 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:05,734 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 03:16:05,768 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:05,785 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:16:05,800 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:16:05,811 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:16:05,824 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:16:05,839 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:16:05,851 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,866 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,878 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:05,891 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 03:16:05,922 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:05,936 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:05,951 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:05,964 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:05,978 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:16:05,990 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:06,004 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:06,018 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:16:06,033 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:06,047 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:16:06,061 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:06,076 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:16:06,088 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 03:16:06,129 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 03:16:06,156 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 03:16:06,310 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 03:16:06,577 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 03:16:06,711 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-27 03:16:07,267 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,279 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,294 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,311 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,324 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,340 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,353 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,368 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,383 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,396 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,409 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,424 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,439 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,452 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,467 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,482 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,497 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,510 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,525 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,540 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,557 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,570 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,585 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,597 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,613 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,626 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,639 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,653 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,668 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,681 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,696 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:07,711 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:07,726 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,742 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,755 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,767 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,781 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,794 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,808 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,821 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:07,836 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,848 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,861 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,875 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,890 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,905 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,921 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:07,935 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,947 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,962 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,977 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:07,992 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:08,007 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:08,020 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:08,033 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,044 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,059 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,074 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,089 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,103 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,114 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,127 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,142 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,157 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,170 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,185 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,198 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,214 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,227 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,242 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,256 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,271 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,285 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:16:08,298 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,314 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,328 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,343 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,357 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,372 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,386 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,401 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,415 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,429 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,444 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,456 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,469 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,482 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,498 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,511 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,528 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,543 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,554 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,569 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,584 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,599 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,612 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,627 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,642 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,655 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,669 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,685 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,699 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,713 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,724 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,742 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:16:08,758 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,773 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,788 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,806 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:16:08,823 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,840 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,856 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,869 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,883 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,897 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,911 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,925 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:08,937 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:08,952 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:08,965 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:08,979 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:08,994 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,008 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,022 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,036 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,050 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,063 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,079 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,093 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,108 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,122 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,132 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,146 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,159 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,174 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,189 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,204 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,217 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,231 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,247 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,262 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,277 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,292 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,304 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,320 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,335 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,351 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,364 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,379 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,395 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,410 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,423 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,439 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,454 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,467 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,482 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,497 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:09,510 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,523 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,536 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,549 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,563 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,577 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,591 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,605 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:16:09,619 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,632 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,644 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,658 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:09,671 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:09,683 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:09,697 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:09,711 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,725 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,741 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,754 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,766 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,782 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,797 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,810 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,826 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,839 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,854 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,868 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,883 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,898 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,912 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,921 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,937 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,952 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,966 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,981 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:09,996 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,012 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,025 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,040 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,056 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,071 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,087 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,102 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,118 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,134 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,147 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,162 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,176 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,190 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:16:10,203 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,217 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,232 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,247 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,255 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,268 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,280 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,292 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,304 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:16:10,318 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,332 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,347 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,359 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,372 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,387 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,398 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,414 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,427 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,442 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,457 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,472 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,487 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,499 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,512 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,527 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,542 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,557 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,572 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,585 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,595 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,606 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,619 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,631 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,645 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,658 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,673 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 03:16:10,688 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,703 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,717 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,731 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:10,747 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,762 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,778 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,792 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,807 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,823 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,840 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,854 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,867 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:10,883 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 03:16:10,896 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 03:16:10,912 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 03:16:10,926 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:10,941 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:10,957 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:10,974 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:10,990 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,003 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,018 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,032 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,047 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,062 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,074 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,087 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,102 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,116 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,131 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,146 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,161 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,177 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,192 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,207 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,220 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,235 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:11,246 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:11,259 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,274 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,286 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,301 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,316 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,331 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:11,347 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:11,362 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:11,377 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:11,392 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:11,404 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:11,420 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,433 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,447 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,462 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,475 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,490 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,503 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,517 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,532 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,548 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,562 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,577 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,590 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,602 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,617 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,630 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,643 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,658 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,673 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,688 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,700 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,713 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,728 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,744 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:11,760 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:11,773 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,786 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,802 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,817 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,832 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,848 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 03:16:11,864 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,880 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,894 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,909 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,925 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,940 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,955 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,971 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,983 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:11,998 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:12,013 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 03:16:12,028 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 03:16:12,040 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 03:16:12,054 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,068 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,083 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,096 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,110 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,124 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,138 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,153 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,167 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,181 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,194 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,208 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,224 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,237 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,251 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,263 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 03:16:12,272 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,287 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,301 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,313 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 03:16:12,328 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,342 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,355 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,368 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,382 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,397 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,411 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,428 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,442 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,458 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,473 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,486 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:12,501 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,515 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,530 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,542 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,555 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,569 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,584 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,599 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,614 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,627 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,642 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,656 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,670 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,685 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,701 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:12,744 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.945, mIoU: 0.752
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2023-07-27 03:16:12,803 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:12,845 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:12,903 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,918 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:12,933 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 03:16:12,944 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.945, mIoU: 0.751
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2023-07-27 03:16:12,973 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.945, mIoU: 0.751
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2023-07-27 03:16:13,001 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.945, mIoU: 0.751
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2023-07-27 03:16:13,119 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,132 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 03:16:13,261 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 03:16:13,276 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 03:16:13,400 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:13,529 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,544 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,559 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,572 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 03:16:13,617 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 03:16:13,648 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,662 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,676 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,690 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,703 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:13,802 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,817 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,832 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:13,896 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,908 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,923 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,938 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:13,949 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:13,964 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:13,980 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:13,995 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,008 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,021 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,035 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,049 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,063 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,076 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,091 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,103 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,116 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,130 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,144 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,159 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,173 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,188 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,201 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,216 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,230 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,245 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,261 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,274 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,286 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,302 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,317 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,332 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,345 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,359 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,374 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,389 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,402 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,415 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,430 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,446 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,461 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,477 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,492 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,508 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,521 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,536 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,551 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,564 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,579 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,594 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,609 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,624 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:14,654 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,667 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,681 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,695 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,709 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,723 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:14,737 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 03:16:14,766 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,778 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,790 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:14,831 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,845 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:14,861 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:14,910 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:15,004 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:15,201 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:15,229 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 03:16:15,260 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,273 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,288 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 03:16:15,318 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,332 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,345 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,360 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,374 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,389 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,404 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,416 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,431 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 03:16:15,445 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 03:16:15,460 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 03:16:15,475 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 03:16:15,490 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,504 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,520 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,529 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,544 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,556 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,569 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 03:16:15,586 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,601 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,615 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,627 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,640 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,654 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,669 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,682 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,697 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,712 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,724 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,739 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,755 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,768 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,782 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,797 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,810 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,824 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,836 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,851 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,866 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,880 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,897 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,912 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,925 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,939 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 03:16:15,954 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:15,968 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:15,981 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:15,994 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,009 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,024 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,039 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,052 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,067 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,083 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,098 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,113 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,128 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,135 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,151 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,163 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,176 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,191 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,206 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,220 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,236 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,252 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,267 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:16,282 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,296 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,311 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,327 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:16,342 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:16,358 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:16,373 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 03:16:16,389 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,402 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,417 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,432 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,446 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,459 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,472 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,487 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,502 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,516 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,531 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,545 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,560 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,575 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,587 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,602 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,615 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,629 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,644 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,659 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,673 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,686 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,701 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,716 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,731 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,747 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,762 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,778 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,793 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,806 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,821 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,834 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,849 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,864 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,878 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,893 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,909 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,924 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,933 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,948 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,960 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,975 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:16,989 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,004 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,018 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,029 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,038 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,054 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,068 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,083 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,095 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,110 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,124 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,137 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,152 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,167 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,180 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,194 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,207 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,221 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,236 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,251 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,264 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,278 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,292 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 03:16:17,307 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,323 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,335 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,349 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,364 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:17,380 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 03:16:34,273 semantic_segmentation INFO: Iters: 138410/150000 || Lr: 0.001996 || Task Loss: 0.2200 || KD Loss: 0.0249|| 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, 16:30:18 || Estimated Time: 5:24:05
2023-07-27 03:16:51,024 semantic_segmentation INFO: Iters: 138420/150000 || Lr: 0.001995 || Task Loss: 0.2393 || KD Loss: 0.0441|| 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, 16:30:35 || Estimated Time: 5:23:48
2023-07-27 03:17:07,893 semantic_segmentation INFO: Iters: 138430/150000 || Lr: 0.001993 || Task Loss: 0.4398 || KD Loss: 0.0638|| 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, 16:30:52 || Estimated Time: 5:23:31
2023-07-27 03:17:25,273 semantic_segmentation INFO: Iters: 138440/150000 || Lr: 0.001992 || Task Loss: 0.2125 || KD Loss: 0.0362|| 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, 16:31:09 || Estimated Time: 5:23:14
2023-07-27 03:17:42,026 semantic_segmentation INFO: Iters: 138450/150000 || Lr: 0.001990 || Task Loss: 0.3679 || KD Loss: 0.0502|| 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, 16:31:26 || Estimated Time: 5:22:58
2023-07-27 03:17:58,831 semantic_segmentation INFO: Iters: 138460/150000 || Lr: 0.001989 || Task Loss: 0.2354 || KD Loss: 0.0337|| 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, 16:31:43 || Estimated Time: 5:22:41
2023-07-27 03:18:15,642 semantic_segmentation INFO: Iters: 138470/150000 || Lr: 0.001987 || Task Loss: 0.1838 || KD Loss: 0.0252|| 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, 16:32:00 || Estimated Time: 5:22:24
2023-07-27 03:18:32,497 semantic_segmentation INFO: Iters: 138480/150000 || Lr: 0.001986 || Task Loss: 0.2511 || KD Loss: 0.0316|| 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, 16:32:16 || Estimated Time: 5:22:07
2023-07-27 03:18:49,315 semantic_segmentation INFO: Iters: 138490/150000 || Lr: 0.001984 || Task Loss: 0.2571 || KD Loss: 0.0304|| 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, 16:32:33 || Estimated Time: 5:21:51
2023-07-27 03:19:06,207 semantic_segmentation INFO: Iters: 138500/150000 || Lr: 0.001982 || Task Loss: 0.2832 || KD Loss: 0.0337|| 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, 16:32:50 || Estimated Time: 5:21:34
2023-07-27 03:19:23,447 semantic_segmentation INFO: Iters: 138510/150000 || Lr: 0.001981 || Task Loss: 0.3443 || KD Loss: 0.0445|| 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, 16:33:07 || Estimated Time: 5:21:17
2023-07-27 03:19:43,711 semantic_segmentation INFO: Iters: 138520/150000 || Lr: 0.001979 || Task Loss: 0.2473 || KD Loss: 0.0247|| 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, 16:33:28 || Estimated Time: 5:21:01
2023-07-27 03:20:00,447 semantic_segmentation INFO: Iters: 138530/150000 || Lr: 0.001978 || Task Loss: 0.3038 || KD Loss: 0.0334|| 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, 16:33:44 || Estimated Time: 5:20:44
2023-07-27 03:20:17,277 semantic_segmentation INFO: Iters: 138540/150000 || Lr: 0.001976 || Task Loss: 0.2582 || KD Loss: 0.0328|| 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, 16:34:01 || Estimated Time: 5:20:27
2023-07-27 03:20:34,074 semantic_segmentation INFO: Iters: 138550/150000 || Lr: 0.001975 || Task Loss: 0.2745 || KD Loss: 0.0309|| 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, 16:34:18 || Estimated Time: 5:20:10
2023-07-27 03:20:50,844 semantic_segmentation INFO: Iters: 138560/150000 || Lr: 0.001973 || Task Loss: 0.2565 || KD Loss: 0.0345|| 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, 16:34:35 || Estimated Time: 5:19:53
2023-07-27 03:21:07,724 semantic_segmentation INFO: Iters: 138570/150000 || Lr: 0.001972 || Task Loss: 0.3065 || KD Loss: 0.0374|| 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, 16:34:52 || Estimated Time: 5:19:37
2023-07-27 03:21:24,530 semantic_segmentation INFO: Iters: 138580/150000 || Lr: 0.001970 || Task Loss: 0.2610 || KD Loss: 0.0280|| 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, 16:35:09 || Estimated Time: 5:19:20
2023-07-27 03:21:41,504 semantic_segmentation INFO: Iters: 138590/150000 || Lr: 0.001969 || Task Loss: 0.2173 || KD Loss: 0.0222|| 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, 16:35:25 || Estimated Time: 5:19:03
2023-07-27 03:21:58,225 semantic_segmentation INFO: Iters: 138600/150000 || Lr: 0.001967 || Task Loss: 0.2938 || KD Loss: 0.0473|| 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, 16:35:42 || Estimated Time: 5:18:46
2023-07-27 03:22:15,036 semantic_segmentation INFO: Iters: 138610/150000 || Lr: 0.001965 || Task Loss: 0.2528 || KD Loss: 0.0470|| 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, 16:35:59 || Estimated Time: 5:18:30
2023-07-27 03:22:31,864 semantic_segmentation INFO: Iters: 138620/150000 || Lr: 0.001964 || Task Loss: 0.3323 || KD Loss: 0.0295|| 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, 16:36:16 || Estimated Time: 5:18:13
2023-07-27 03:22:48,710 semantic_segmentation INFO: Iters: 138630/150000 || Lr: 0.001962 || Task Loss: 0.3895 || KD Loss: 0.0423|| 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, 16:36:33 || Estimated Time: 5:17:56
2023-07-27 03:23:05,521 semantic_segmentation INFO: Iters: 138640/150000 || Lr: 0.001961 || Task Loss: 0.3528 || KD Loss: 0.0411|| 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, 16:36:50 || Estimated Time: 5:17:39
2023-07-27 03:23:22,300 semantic_segmentation INFO: Iters: 138650/150000 || Lr: 0.001959 || Task Loss: 0.2665 || KD Loss: 0.0394|| 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, 16:37:06 || Estimated Time: 5:17:22
2023-07-27 03:23:39,072 semantic_segmentation INFO: Iters: 138660/150000 || Lr: 0.001958 || Task Loss: 0.2217 || KD Loss: 0.0216|| 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, 16:37:23 || Estimated Time: 5:17:06
2023-07-27 03:23:55,892 semantic_segmentation INFO: Iters: 138670/150000 || Lr: 0.001956 || Task Loss: 0.2426 || KD Loss: 0.0277|| 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, 16:37:40 || Estimated Time: 5:16:49
2023-07-27 03:24:12,996 semantic_segmentation INFO: Iters: 138680/150000 || Lr: 0.001955 || Task Loss: 0.3163 || KD Loss: 0.0386|| 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, 16:37:57 || Estimated Time: 5:16:32
2023-07-27 03:24:29,785 semantic_segmentation INFO: Iters: 138690/150000 || Lr: 0.001953 || Task Loss: 0.1704 || KD Loss: 0.0246|| 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, 16:38:14 || Estimated Time: 5:16:15
2023-07-27 03:24:46,781 semantic_segmentation INFO: Iters: 138700/150000 || Lr: 0.001951 || Task Loss: 0.2446 || KD Loss: 0.0354|| 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, 16:38:31 || Estimated Time: 5:15:59
2023-07-27 03:25:04,013 semantic_segmentation INFO: Iters: 138710/150000 || Lr: 0.001950 || Task Loss: 0.3090 || KD Loss: 0.0407|| 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, 16:38:48 || Estimated Time: 5:15:42
2023-07-27 03:25:20,781 semantic_segmentation INFO: Iters: 138720/150000 || Lr: 0.001948 || Task Loss: 0.2790 || KD Loss: 0.0439|| 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, 16:39:05 || Estimated Time: 5:15:25
2023-07-27 03:25:37,636 semantic_segmentation INFO: Iters: 138730/150000 || Lr: 0.001947 || Task Loss: 0.2166 || KD Loss: 0.0426|| 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, 16:39:22 || Estimated Time: 5:15:08
2023-07-27 03:25:54,361 semantic_segmentation INFO: Iters: 138740/150000 || Lr: 0.001945 || Task Loss: 0.3041 || KD Loss: 0.0452|| 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, 16:39:38 || Estimated Time: 5:14:52
2023-07-27 03:26:11,790 semantic_segmentation INFO: Iters: 138750/150000 || Lr: 0.001944 || Task Loss: 0.2123 || KD Loss: 0.0289|| 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, 16:39:56 || Estimated Time: 5:14:35
2023-07-27 03:26:28,585 semantic_segmentation INFO: Iters: 138760/150000 || Lr: 0.001942 || Task Loss: 0.3207 || KD Loss: 0.0435|| 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, 16:40:13 || Estimated Time: 5:14:18
2023-07-27 03:26:45,728 semantic_segmentation INFO: Iters: 138770/150000 || Lr: 0.001941 || Task Loss: 0.2793 || KD Loss: 0.0362|| 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, 16:40:30 || Estimated Time: 5:14:01
2023-07-27 03:27:02,600 semantic_segmentation INFO: Iters: 138780/150000 || Lr: 0.001939 || Task Loss: 0.2678 || KD Loss: 0.0393|| 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, 16:40:47 || Estimated Time: 5:13:45
2023-07-27 03:27:19,424 semantic_segmentation INFO: Iters: 138790/150000 || Lr: 0.001937 || Task Loss: 0.2414 || KD Loss: 0.0281|| 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, 16:41:03 || Estimated Time: 5:13:28
2023-07-27 03:27:36,226 semantic_segmentation INFO: Iters: 138800/150000 || Lr: 0.001936 || Task Loss: 0.3411 || KD Loss: 0.0320|| 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, 16:41:20 || Estimated Time: 5:13:11
2023-07-27 03:27:53,270 semantic_segmentation INFO: Iters: 138810/150000 || Lr: 0.001934 || Task Loss: 0.1707 || KD Loss: 0.0177|| 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, 16:41:37 || Estimated Time: 5:12:54
2023-07-27 03:28:10,023 semantic_segmentation INFO: Iters: 138820/150000 || Lr: 0.001933 || Task Loss: 0.2134 || KD Loss: 0.0316|| 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, 16:41:54 || Estimated Time: 5:12:37
2023-07-27 03:28:26,824 semantic_segmentation INFO: Iters: 138830/150000 || Lr: 0.001931 || Task Loss: 0.3621 || KD Loss: 0.0432|| 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, 16:42:11 || Estimated Time: 5:12:21
2023-07-27 03:28:43,865 semantic_segmentation INFO: Iters: 138840/150000 || Lr: 0.001930 || Task Loss: 0.1779 || KD Loss: 0.0358|| 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, 16:42:28 || Estimated Time: 5:12:04
2023-07-27 03:29:00,745 semantic_segmentation INFO: Iters: 138850/150000 || Lr: 0.001928 || Task Loss: 0.2809 || KD Loss: 0.0513|| 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, 16:42:45 || Estimated Time: 5:11:47
2023-07-27 03:29:17,531 semantic_segmentation INFO: Iters: 138860/150000 || Lr: 0.001927 || Task Loss: 0.3173 || KD Loss: 0.0413|| 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, 16:43:02 || Estimated Time: 5:11:30
2023-07-27 03:29:34,320 semantic_segmentation INFO: Iters: 138870/150000 || Lr: 0.001925 || Task Loss: 0.2499 || KD Loss: 0.0369|| 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, 16:43:18 || Estimated Time: 5:11:14
2023-07-27 03:29:51,672 semantic_segmentation INFO: Iters: 138880/150000 || Lr: 0.001923 || Task Loss: 0.2090 || KD Loss: 0.0365|| 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, 16:43:36 || Estimated Time: 5:10:57
2023-07-27 03:30:08,487 semantic_segmentation INFO: Iters: 138890/150000 || Lr: 0.001922 || Task Loss: 0.2144 || KD Loss: 0.0216|| 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, 16:43:52 || Estimated Time: 5:10:40
2023-07-27 03:30:25,310 semantic_segmentation INFO: Iters: 138900/150000 || Lr: 0.001920 || Task Loss: 0.2267 || KD Loss: 0.0252|| 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, 16:44:09 || Estimated Time: 5:10:23
2023-07-27 03:30:42,115 semantic_segmentation INFO: Iters: 138910/150000 || Lr: 0.001919 || Task Loss: 0.3344 || KD Loss: 0.0568|| 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, 16:44:26 || Estimated Time: 5:10:07
2023-07-27 03:30:59,010 semantic_segmentation INFO: Iters: 138920/150000 || Lr: 0.001917 || Task Loss: 0.3188 || KD Loss: 0.0587|| 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, 16:44:43 || Estimated Time: 5:09:50
2023-07-27 03:31:15,809 semantic_segmentation INFO: Iters: 138930/150000 || Lr: 0.001916 || Task Loss: 0.2907 || KD Loss: 0.0435|| 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, 16:45:00 || Estimated Time: 5:09:33
2023-07-27 03:31:32,662 semantic_segmentation INFO: Iters: 138940/150000 || Lr: 0.001914 || Task Loss: 0.2681 || KD Loss: 0.0227|| 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, 16:45:17 || Estimated Time: 5:09:16
2023-07-27 03:31:49,488 semantic_segmentation INFO: Iters: 138950/150000 || Lr: 0.001913 || Task Loss: 0.1471 || KD Loss: 0.0231|| 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, 16:45:33 || Estimated Time: 5:08:59
2023-07-27 03:32:06,271 semantic_segmentation INFO: Iters: 138960/150000 || Lr: 0.001911 || Task Loss: 0.1781 || KD Loss: 0.0263|| 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, 16:45:50 || Estimated Time: 5:08:43
2023-07-27 03:32:23,085 semantic_segmentation INFO: Iters: 138970/150000 || Lr: 0.001909 || Task Loss: 0.2889 || KD Loss: 0.0333|| 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, 16:46:07 || Estimated Time: 5:08:26
2023-07-27 03:32:39,876 semantic_segmentation INFO: Iters: 138980/150000 || Lr: 0.001908 || Task Loss: 0.2805 || KD Loss: 0.0405|| 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, 16:46:24 || Estimated Time: 5:08:09
2023-07-27 03:32:56,702 semantic_segmentation INFO: Iters: 138990/150000 || Lr: 0.001906 || Task Loss: 0.2281 || KD Loss: 0.0299|| 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, 16:46:41 || Estimated Time: 5:07:52
2023-07-27 03:33:13,574 semantic_segmentation INFO: Iters: 139000/150000 || Lr: 0.001905 || Task Loss: 0.3637 || KD Loss: 0.0349|| 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, 16:46:58 || Estimated Time: 5:07:36
2023-07-27 03:33:30,325 semantic_segmentation INFO: Iters: 139010/150000 || Lr: 0.001903 || Task Loss: 0.1565 || KD Loss: 0.0257|| 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, 16:47:14 || Estimated Time: 5:07:19
2023-07-27 03:33:47,241 semantic_segmentation INFO: Iters: 139020/150000 || Lr: 0.001902 || Task Loss: 0.2393 || KD Loss: 0.0380|| 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, 16:47:31 || Estimated Time: 5:07:02
2023-07-27 03:34:04,001 semantic_segmentation INFO: Iters: 139030/150000 || Lr: 0.001900 || Task Loss: 0.2235 || KD Loss: 0.0315|| 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, 16:47:48 || Estimated Time: 5:06:45
2023-07-27 03:34:20,819 semantic_segmentation INFO: Iters: 139040/150000 || Lr: 0.001899 || Task Loss: 0.2024 || KD Loss: 0.0241|| 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, 16:48:05 || Estimated Time: 5:06:28
2023-07-27 03:34:37,987 semantic_segmentation INFO: Iters: 139050/150000 || Lr: 0.001897 || Task Loss: 0.2841 || KD Loss: 0.0376|| 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, 16:48:22 || Estimated Time: 5:06:12
2023-07-27 03:34:54,681 semantic_segmentation INFO: Iters: 139060/150000 || Lr: 0.001895 || Task Loss: 0.3576 || KD Loss: 0.0372|| 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, 16:48:39 || Estimated Time: 5:05:55
2023-07-27 03:35:11,500 semantic_segmentation INFO: Iters: 139070/150000 || Lr: 0.001894 || Task Loss: 0.2464 || KD Loss: 0.0275|| 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, 16:48:55 || Estimated Time: 5:05:38
2023-07-27 03:35:28,282 semantic_segmentation INFO: Iters: 139080/150000 || Lr: 0.001892 || Task Loss: 0.2028 || KD Loss: 0.0339|| 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, 16:49:12 || Estimated Time: 5:05:21
2023-07-27 03:35:45,012 semantic_segmentation INFO: Iters: 139090/150000 || Lr: 0.001891 || Task Loss: 0.2497 || KD Loss: 0.0403|| 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, 16:49:29 || Estimated Time: 5:05:05
2023-07-27 03:36:01,857 semantic_segmentation INFO: Iters: 139100/150000 || Lr: 0.001889 || Task Loss: 0.1957 || KD Loss: 0.0194|| 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, 16:49:46 || Estimated Time: 5:04:48
2023-07-27 03:36:18,599 semantic_segmentation INFO: Iters: 139110/150000 || Lr: 0.001888 || Task Loss: 0.2330 || KD Loss: 0.0252|| 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, 16:50:03 || Estimated Time: 5:04:31
2023-07-27 03:36:35,480 semantic_segmentation INFO: Iters: 139120/150000 || Lr: 0.001886 || Task Loss: 0.2117 || KD Loss: 0.0289|| 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, 16:50:19 || Estimated Time: 5:04:14
2023-07-27 03:36:52,176 semantic_segmentation INFO: Iters: 139130/150000 || Lr: 0.001884 || Task Loss: 0.2259 || KD Loss: 0.0352|| 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, 16:50:36 || Estimated Time: 5:03:57
2023-07-27 03:37:08,990 semantic_segmentation INFO: Iters: 139140/150000 || Lr: 0.001883 || Task Loss: 0.4231 || KD Loss: 0.0904|| 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, 16:50:53 || Estimated Time: 5:03:41
2023-07-27 03:37:25,849 semantic_segmentation INFO: Iters: 139150/150000 || Lr: 0.001881 || Task Loss: 0.2750 || KD Loss: 0.0461|| 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, 16:51:10 || Estimated Time: 5:03:24
2023-07-27 03:37:42,557 semantic_segmentation INFO: Iters: 139160/150000 || Lr: 0.001880 || Task Loss: 0.2793 || KD Loss: 0.0361|| 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, 16:51:27 || Estimated Time: 5:03:07
2023-07-27 03:37:59,725 semantic_segmentation INFO: Iters: 139170/150000 || Lr: 0.001878 || Task Loss: 0.2505 || 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, 16:51:44 || Estimated Time: 5:02:50
2023-07-27 03:38:16,514 semantic_segmentation INFO: Iters: 139180/150000 || Lr: 0.001877 || Task Loss: 0.2738 || KD Loss: 0.0338|| 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, 16:52:00 || Estimated Time: 5:02:34
2023-07-27 03:38:33,152 semantic_segmentation INFO: Iters: 139190/150000 || Lr: 0.001875 || Task Loss: 0.2935 || KD Loss: 0.0426|| 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, 16:52:17 || Estimated Time: 5:02:17
2023-07-27 03:38:49,953 semantic_segmentation INFO: Iters: 139200/150000 || Lr: 0.001874 || Task Loss: 0.1560 || KD Loss: 0.0286|| 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, 16:52:34 || Estimated Time: 5:02:00
2023-07-27 03:38:50,066 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 03:38:50,531 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-27 03:38:50,544 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.136
2023-07-27 03:38:50,557 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.170
2023-07-27 03:38:50,570 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-27 03:38:50,583 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.246
2023-07-27 03:38:50,595 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.288
2023-07-27 03:38:50,608 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.332
2023-07-27 03:38:50,622 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.337
2023-07-27 03:38:50,634 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.378
2023-07-27 03:38:50,648 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.422
2023-07-27 03:38:50,662 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.461
2023-07-27 03:38:50,676 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.507
2023-07-27 03:38:50,688 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.502
2023-07-27 03:38:50,702 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.485
2023-07-27 03:38:50,716 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.483
2023-07-27 03:38:50,728 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.478
2023-07-27 03:38:50,739 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.471
2023-07-27 03:38:50,751 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.471
2023-07-27 03:38:50,765 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.471
2023-07-27 03:38:50,780 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.531
2023-07-27 03:38:50,793 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.533
2023-07-27 03:38:50,808 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.958, mIoU: 0.539
2023-07-27 03:38:50,822 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.575
2023-07-27 03:38:50,837 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.576
2023-07-27 03:38:50,853 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.575
2023-07-27 03:38:50,867 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.581
2023-07-27 03:38:50,881 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.587
2023-07-27 03:38:50,892 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.956, mIoU: 0.589
2023-07-27 03:38:50,907 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.576
2023-07-27 03:38:50,921 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.577
2023-07-27 03:38:50,935 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.577
2023-07-27 03:38:50,953 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.577
2023-07-27 03:38:50,968 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.955, mIoU: 0.587
2023-07-27 03:38:50,983 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.583
2023-07-27 03:38:50,997 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-27 03:38:51,012 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.626
2023-07-27 03:38:51,025 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.626
2023-07-27 03:38:51,037 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.957, mIoU: 0.671
2023-07-27 03:38:51,054 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.958, mIoU: 0.672
2023-07-27 03:38:51,066 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.957, mIoU: 0.671
2023-07-27 03:38:51,080 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.957, mIoU: 0.689
2023-07-27 03:38:51,095 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.958, mIoU: 0.688
2023-07-27 03:38:51,110 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.685
2023-07-27 03:38:51,123 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.685
2023-07-27 03:38:51,138 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 03:38:51,154 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-27 03:38:51,167 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.701
2023-07-27 03:38:51,179 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.701
2023-07-27 03:38:51,194 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.958, mIoU: 0.702
2023-07-27 03:38:51,210 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-27 03:38:51,227 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 03:38:51,242 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 03:38:51,256 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.689
2023-07-27 03:38:51,272 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-27 03:38:51,287 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-27 03:38:51,300 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.957, mIoU: 0.695
2023-07-27 03:38:51,316 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-27 03:38:51,333 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-27 03:38:51,347 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-27 03:38:51,362 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.737
2023-07-27 03:38:51,375 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.739
2023-07-27 03:38:51,390 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.955, mIoU: 0.737
2023-07-27 03:38:51,403 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.956, mIoU: 0.734
2023-07-27 03:38:51,421 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.956, mIoU: 0.737
2023-07-27 03:38:51,435 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.957, mIoU: 0.736
2023-07-27 03:38:51,450 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.957, mIoU: 0.735
2023-07-27 03:38:51,466 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.736
2023-07-27 03:38:51,479 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.958, mIoU: 0.782
2023-07-27 03:38:51,495 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.958, mIoU: 0.782
2023-07-27 03:38:51,510 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.780
2023-07-27 03:38:51,526 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.798
2023-07-27 03:38:51,539 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.958, mIoU: 0.798
2023-07-27 03:38:51,555 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.957, mIoU: 0.796
2023-07-27 03:38:51,570 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.795
2023-07-27 03:38:51,585 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.958, mIoU: 0.797
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2023-07-27 03:38:57,156 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.726
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2023-07-27 03:38:57,435 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.733
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2023-07-27 03:38:57,688 semantic_segmentation INFO: Sample: 503, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 03:38:57,877 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-27 03:38:58,051 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.733
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2023-07-27 03:38:58,120 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.939, mIoU: 0.735
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2023-07-27 03:38:58,189 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 03:38:58,219 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.736
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2023-07-27 03:38:58,289 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.940, mIoU: 0.736
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2023-07-27 03:38:58,475 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 03:38:58,549 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 03:38:58,578 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 03:38:58,635 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-27 03:38:58,932 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-27 03:38:59,233 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-27 03:38:59,950 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:38:59,965 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:38:59,978 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:38:59,993 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,008 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,023 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,036 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,049 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,057 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 03:39:00,078 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 03:39:00,095 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 03:39:00,111 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 03:39:00,127 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 03:39:00,141 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 03:39:00,156 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 03:39:00,172 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,187 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,199 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,214 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,228 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,242 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,257 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,269 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,282 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-27 03:39:00,295 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 03:39:00,309 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 03:39:00,322 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:39:00,334 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:39:00,347 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 03:39:00,361 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,376 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,388 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,401 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,414 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,425 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 03:39:00,440 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,454 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,469 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,483 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,498 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,513 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,526 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,541 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,555 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,573 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,589 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,604 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:00,619 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:00,632 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:00,645 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:00,658 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,673 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,690 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,703 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,716 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,731 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,746 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,761 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,776 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,791 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,804 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:00,818 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:00,832 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,846 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:00,860 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,874 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,890 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,903 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,918 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:00,933 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,946 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,960 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,976 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:00,991 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,006 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,021 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,033 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,046 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,060 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,074 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,093 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,112 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,126 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,141 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,154 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,170 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,185 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:01,198 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:01,212 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:01,227 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,242 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,255 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,270 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,285 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,298 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,311 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 03:39:01,325 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,340 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,356 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,369 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,382 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,395 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,410 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,422 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,434 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,449 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,463 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 03:39:01,475 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 03:39:01,490 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 03:39:01,505 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,520 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,536 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,548 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,561 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,575 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,588 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,600 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,613 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:01,628 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,641 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,654 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,668 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,683 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,699 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,715 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,728 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:01,742 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,757 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,772 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,788 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,803 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,816 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:01,829 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,841 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,857 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,872 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,886 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,900 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:01,910 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,923 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,937 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,952 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,965 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,979 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:01,991 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:02,006 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:02,019 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:02,033 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:02,045 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 03:39:02,060 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 03:39:02,074 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-27 03:39:02,088 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-27 03:39:02,105 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,121 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,136 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,151 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,166 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,180 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,195 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,209 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,224 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,239 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,252 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,265 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,278 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,294 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,308 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,324 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,339 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,350 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,365 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,381 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,396 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,409 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:02,424 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,438 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,451 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,465 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,480 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,495 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,508 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,520 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,537 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,552 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,568 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,581 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,596 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,611 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:02,626 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,641 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,654 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,669 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,683 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,697 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,711 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:02,724 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,740 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,752 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,767 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,782 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,797 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:02,812 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:02,827 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,841 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,855 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,871 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,885 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:02,901 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,916 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,926 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,940 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,953 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:02,968 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:02,983 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:02,999 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,012 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,026 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,041 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,056 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,073 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,088 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,102 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,120 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,136 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:03,151 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,164 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:03,179 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,193 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,209 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,221 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,236 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,251 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,263 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,277 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,292 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,304 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,318 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,332 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,346 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,361 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,376 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,390 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,406 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,421 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,434 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,447 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,462 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,475 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,488 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,503 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,518 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,532 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,548 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,560 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,574 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,590 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,604 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,617 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,631 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,644 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,659 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,673 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,688 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,703 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:03,717 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:03,726 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:03,741 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,756 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:03,769 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 03:39:03,784 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 03:39:03,799 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 03:39:03,814 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 03:39:03,827 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:03,841 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:03,856 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:03,871 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-27 03:39:03,886 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 03:39:03,901 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,917 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,932 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,945 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,960 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-27 03:39:03,975 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:03,989 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,001 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,016 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,031 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,046 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,053 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,067 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,079 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-27 03:39:04,092 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,103 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,118 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,135 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,152 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 03:39:04,163 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,176 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:04,191 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,202 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,217 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,230 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 03:39:04,245 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,260 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,275 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,290 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,302 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,315 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,330 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,344 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:04,359 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:04,374 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,386 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,396 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,407 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,420 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,431 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,445 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,458 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,472 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:04,487 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:04,502 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 03:39:04,516 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,531 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,545 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,560 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,577 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,592 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,607 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:04,623 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,639 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,652 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,666 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,681 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,694 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,710 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,724 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,739 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,754 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,771 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:04,786 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:04,798 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:04,813 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:04,827 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,842 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,856 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,869 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,881 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,895 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 03:39:04,910 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:39:04,924 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:39:04,938 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:39:04,953 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:39:04,968 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 03:39:04,983 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:04,998 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,011 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,026 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,037 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,050 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,065 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,077 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,092 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,107 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,122 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:05,138 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:05,154 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 03:39:05,170 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,185 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,197 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,212 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,224 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,239 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,254 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,266 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,280 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,293 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,308 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,322 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,337 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,351 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,366 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,379 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,392 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,407 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,420 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,434 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,449 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,464 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,479 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,492 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,505 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,520 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,536 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,551 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,564 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,578 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,593 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,608 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,623 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,638 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,652 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 03:39:05,667 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,681 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,696 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,711 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-27 03:39:05,754 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,767 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,782 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,797 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 03:39:05,812 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:39:05,825 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 03:39:05,839 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 03:39:05,911 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 03:39:05,926 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 03:39:05,997 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 03:39:06,122 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-27 03:39:06,196 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.744
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2023-07-27 03:39:08,051 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,064 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,081 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,096 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,111 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,125 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,138 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,153 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,168 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,182 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,197 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,212 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,228 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,242 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,257 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,272 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,287 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,300 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,314 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,329 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,342 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,356 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,370 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,385 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,399 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,413 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:08,428 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,442 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 03:39:08,456 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,471 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,486 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,501 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,516 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,531 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,546 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,559 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,573 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,588 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,603 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,616 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,631 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,646 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,661 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,675 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,690 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,705 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,720 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,732 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,745 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,758 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,771 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,783 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,798 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,813 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,825 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 03:39:08,838 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,853 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,864 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,878 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,894 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,909 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,924 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,939 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,952 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,967 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,982 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:08,995 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,011 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,026 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,042 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,055 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,070 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,085 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,099 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,113 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 03:39:09,183 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,195 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,209 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 03:39:09,239 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 03:39:09,253 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 03:39:09,269 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,284 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,300 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,310 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,324 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,338 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,351 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 03:39:09,411 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,424 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,438 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,453 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 03:39:09,467 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 03:39:09,496 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 03:39:09,509 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 03:39:09,523 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 03:39:09,538 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 03:39:09,606 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 03:39:10,777 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 03:39:10,791 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,802 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,812 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,828 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,842 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,857 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,869 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,884 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,898 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,911 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,927 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,942 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,956 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,970 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,983 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:10,998 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,012 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,027 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,040 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,054 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,069 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,083 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,099 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:11,112 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:11,125 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 03:39:11,140 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 03:39:11,156 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 03:39:27,838 semantic_segmentation INFO: Iters: 139210/150000 || Lr: 0.001872 || Task Loss: 0.3070 || KD Loss: 0.0356|| 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, 16:53:12 || Estimated Time: 5:01:45
2023-07-27 03:39:44,623 semantic_segmentation INFO: Iters: 139220/150000 || Lr: 0.001870 || Task Loss: 0.2438 || KD Loss: 0.0405|| 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, 16:53:29 || Estimated Time: 5:01:28
2023-07-27 03:40:01,539 semantic_segmentation INFO: Iters: 139230/150000 || Lr: 0.001869 || Task Loss: 0.3099 || KD Loss: 0.0223|| 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, 16:53:46 || Estimated Time: 5:01:11
2023-07-27 03:40:18,399 semantic_segmentation INFO: Iters: 139240/150000 || Lr: 0.001867 || Task Loss: 0.2066 || KD Loss: 0.0248|| 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, 16:54:02 || Estimated Time: 5:00:55
2023-07-27 03:40:35,266 semantic_segmentation INFO: Iters: 139250/150000 || Lr: 0.001866 || Task Loss: 0.1691 || KD Loss: 0.0257|| 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, 16:54:19 || Estimated Time: 5:00:38
2023-07-27 03:40:52,075 semantic_segmentation INFO: Iters: 139260/150000 || Lr: 0.001864 || Task Loss: 0.3313 || KD Loss: 0.0398|| 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, 16:54:36 || Estimated Time: 5:00:21
2023-07-27 03:41:08,963 semantic_segmentation INFO: Iters: 139270/150000 || Lr: 0.001863 || Task Loss: 0.3575 || KD Loss: 0.0566|| 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, 16:54:53 || Estimated Time: 5:00:04
2023-07-27 03:41:25,798 semantic_segmentation INFO: Iters: 139280/150000 || Lr: 0.001861 || Task Loss: 0.2703 || KD Loss: 0.0333|| 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, 16:55:10 || Estimated Time: 4:59:48
2023-07-27 03:41:42,687 semantic_segmentation INFO: Iters: 139290/150000 || Lr: 0.001859 || Task Loss: 0.2425 || KD Loss: 0.0338|| 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, 16:55:27 || Estimated Time: 4:59:31
2023-07-27 03:41:59,511 semantic_segmentation INFO: Iters: 139300/150000 || Lr: 0.001858 || Task Loss: 0.1829 || KD Loss: 0.0261|| 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, 16:55:43 || Estimated Time: 4:59:14
2023-07-27 03:42:16,321 semantic_segmentation INFO: Iters: 139310/150000 || Lr: 0.001856 || Task Loss: 0.1903 || KD Loss: 0.0298|| 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, 16:56:00 || Estimated Time: 4:58:57
2023-07-27 03:42:33,166 semantic_segmentation INFO: Iters: 139320/150000 || Lr: 0.001855 || Task Loss: 0.2116 || KD Loss: 0.0265|| 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, 16:56:17 || Estimated Time: 4:58:40
2023-07-27 03:42:49,978 semantic_segmentation INFO: Iters: 139330/150000 || Lr: 0.001853 || Task Loss: 0.1620 || KD Loss: 0.0190|| 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, 16:56:34 || Estimated Time: 4:58:24
2023-07-27 03:43:06,824 semantic_segmentation INFO: Iters: 139340/150000 || Lr: 0.001852 || Task Loss: 0.3408 || KD Loss: 0.0485|| 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, 16:56:51 || Estimated Time: 4:58:07
2023-07-27 03:43:23,663 semantic_segmentation INFO: Iters: 139350/150000 || Lr: 0.001850 || Task Loss: 0.2797 || KD Loss: 0.0362|| 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, 16:57:08 || Estimated Time: 4:57:50
2023-07-27 03:43:40,485 semantic_segmentation INFO: Iters: 139360/150000 || Lr: 0.001849 || Task Loss: 0.1817 || KD Loss: 0.0223|| 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, 16:57:24 || Estimated Time: 4:57:33
2023-07-27 03:43:57,335 semantic_segmentation INFO: Iters: 139370/150000 || Lr: 0.001847 || Task Loss: 0.4383 || KD Loss: 0.0570|| 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, 16:57:41 || Estimated Time: 4:57:17
2023-07-27 03:44:17,514 semantic_segmentation INFO: Iters: 139380/150000 || Lr: 0.001845 || Task Loss: 0.2847 || KD Loss: 0.0326|| 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, 16:58:01 || Estimated Time: 4:57:00
2023-07-27 03:44:34,824 semantic_segmentation INFO: Iters: 139390/150000 || Lr: 0.001844 || Task Loss: 0.3671 || KD Loss: 0.0442|| 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, 16:58:19 || Estimated Time: 4:56:43
2023-07-27 03:44:51,728 semantic_segmentation INFO: Iters: 139400/150000 || Lr: 0.001842 || Task Loss: 0.2299 || KD Loss: 0.0232|| 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, 16:58:36 || Estimated Time: 4:56:26
2023-07-27 03:45:08,548 semantic_segmentation INFO: Iters: 139410/150000 || Lr: 0.001841 || Task Loss: 0.2364 || KD Loss: 0.0324|| 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, 16:58:53 || Estimated Time: 4:56:10
2023-07-27 03:45:25,469 semantic_segmentation INFO: Iters: 139420/150000 || Lr: 0.001839 || Task Loss: 0.1885 || KD Loss: 0.0236|| 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, 16:59:09 || Estimated Time: 4:55:53
2023-07-27 03:45:42,328 semantic_segmentation INFO: Iters: 139430/150000 || Lr: 0.001838 || Task Loss: 0.2514 || KD Loss: 0.0386|| 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, 16:59:26 || Estimated Time: 4:55:36
2023-07-27 03:45:59,750 semantic_segmentation INFO: Iters: 139440/150000 || Lr: 0.001836 || Task Loss: 0.2574 || KD Loss: 0.0636|| 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, 16:59:44 || Estimated Time: 4:55:19
2023-07-27 03:46:17,105 semantic_segmentation INFO: Iters: 139450/150000 || Lr: 0.001834 || Task Loss: 0.2213 || KD Loss: 0.0272|| 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, 17:00:01 || Estimated Time: 4:55:03
2023-07-27 03:46:33,816 semantic_segmentation INFO: Iters: 139460/150000 || Lr: 0.001833 || Task Loss: 0.3073 || KD Loss: 0.0225|| 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, 17:00:18 || Estimated Time: 4:54:46
2023-07-27 03:46:51,081 semantic_segmentation INFO: Iters: 139470/150000 || Lr: 0.001831 || Task Loss: 0.2527 || KD Loss: 0.0363|| 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, 17:00:35 || Estimated Time: 4:54:29
2023-07-27 03:47:08,431 semantic_segmentation INFO: Iters: 139480/150000 || Lr: 0.001830 || Task Loss: 0.3292 || KD Loss: 0.0478|| 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, 17:00:52 || Estimated Time: 4:54:12
2023-07-27 03:47:25,796 semantic_segmentation INFO: Iters: 139490/150000 || Lr: 0.001828 || Task Loss: 0.2651 || KD Loss: 0.0324|| 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, 17:01:10 || Estimated Time: 4:53:56
2023-07-27 03:47:42,609 semantic_segmentation INFO: Iters: 139500/150000 || Lr: 0.001827 || Task Loss: 0.1936 || KD Loss: 0.0418|| 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, 17:01:27 || Estimated Time: 4:53:39
2023-07-27 03:47:59,424 semantic_segmentation INFO: Iters: 139510/150000 || Lr: 0.001825 || Task Loss: 0.2587 || KD Loss: 0.0293|| 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, 17:01:43 || Estimated Time: 4:53:22
2023-07-27 03:48:16,608 semantic_segmentation INFO: Iters: 139520/150000 || Lr: 0.001824 || Task Loss: 0.3319 || KD Loss: 0.0528|| 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, 17:02:01 || Estimated Time: 4:53:05
2023-07-27 03:48:33,467 semantic_segmentation INFO: Iters: 139530/150000 || Lr: 0.001822 || Task Loss: 0.2936 || KD Loss: 0.0344|| 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, 17:02:17 || Estimated Time: 4:52:49
2023-07-27 03:48:50,217 semantic_segmentation INFO: Iters: 139540/150000 || Lr: 0.001820 || Task Loss: 0.2797 || KD Loss: 0.0391|| 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, 17:02:34 || Estimated Time: 4:52:32
2023-07-27 03:49:07,162 semantic_segmentation INFO: Iters: 139550/150000 || Lr: 0.001819 || Task Loss: 0.2342 || KD Loss: 0.0340|| 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, 17:02:51 || Estimated Time: 4:52:15
2023-07-27 03:49:24,023 semantic_segmentation INFO: Iters: 139560/150000 || Lr: 0.001817 || Task Loss: 0.3730 || KD Loss: 0.0443|| 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, 17:03:08 || Estimated Time: 4:51:58
2023-07-27 03:49:41,147 semantic_segmentation INFO: Iters: 139570/150000 || Lr: 0.001816 || Task Loss: 0.2365 || KD Loss: 0.0369|| 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, 17:03:25 || Estimated Time: 4:51:42
2023-07-27 03:49:58,014 semantic_segmentation INFO: Iters: 139580/150000 || Lr: 0.001814 || Task Loss: 0.1361 || KD Loss: 0.0177|| 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, 17:03:42 || Estimated Time: 4:51:25
2023-07-27 03:50:15,565 semantic_segmentation INFO: Iters: 139590/150000 || Lr: 0.001813 || Task Loss: 0.3426 || KD Loss: 0.0317|| 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, 17:04:00 || Estimated Time: 4:51:08
2023-07-27 03:50:32,208 semantic_segmentation INFO: Iters: 139600/150000 || Lr: 0.001811 || Task Loss: 0.2643 || KD Loss: 0.0507|| 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, 17:04:16 || Estimated Time: 4:50:51
2023-07-27 03:50:49,104 semantic_segmentation INFO: Iters: 139610/150000 || Lr: 0.001809 || Task Loss: 0.2635 || KD Loss: 0.0395|| 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, 17:04:33 || Estimated Time: 4:50:34
2023-07-27 03:51:05,989 semantic_segmentation INFO: Iters: 139620/150000 || Lr: 0.001808 || Task Loss: 0.3675 || KD Loss: 0.0367|| 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, 17:04:50 || Estimated Time: 4:50:18
2023-07-27 03:51:22,779 semantic_segmentation INFO: Iters: 139630/150000 || Lr: 0.001806 || Task Loss: 0.2973 || KD Loss: 0.0468|| 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, 17:05:07 || Estimated Time: 4:50:01
2023-07-27 03:51:39,655 semantic_segmentation INFO: Iters: 139640/150000 || Lr: 0.001805 || Task Loss: 0.2628 || KD Loss: 0.0346|| 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, 17:05:24 || Estimated Time: 4:49:44
2023-07-27 03:51:56,489 semantic_segmentation INFO: Iters: 139650/150000 || Lr: 0.001803 || Task Loss: 0.2813 || KD Loss: 0.0262|| 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, 17:05:40 || Estimated Time: 4:49:27
2023-07-27 03:52:13,300 semantic_segmentation INFO: Iters: 139660/150000 || Lr: 0.001802 || Task Loss: 0.1969 || KD Loss: 0.0195|| 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, 17:05:57 || Estimated Time: 4:49:11
2023-07-27 03:52:30,034 semantic_segmentation INFO: Iters: 139670/150000 || Lr: 0.001800 || Task Loss: 0.1882 || KD Loss: 0.0214|| 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, 17:06:14 || Estimated Time: 4:48:54
2023-07-27 03:52:46,880 semantic_segmentation INFO: Iters: 139680/150000 || Lr: 0.001798 || Task Loss: 0.3349 || KD Loss: 0.0235|| 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, 17:06:31 || Estimated Time: 4:48:37
2023-07-27 03:53:03,683 semantic_segmentation INFO: Iters: 139690/150000 || Lr: 0.001797 || Task Loss: 0.2417 || KD Loss: 0.0394|| 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, 17:06:48 || Estimated Time: 4:48:20
2023-07-27 03:53:20,680 semantic_segmentation INFO: Iters: 139700/150000 || Lr: 0.001795 || Task Loss: 0.2415 || KD Loss: 0.0346|| 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, 17:07:05 || Estimated Time: 4:48:03
2023-07-27 03:53:37,416 semantic_segmentation INFO: Iters: 139710/150000 || Lr: 0.001794 || Task Loss: 0.2124 || KD Loss: 0.0291|| 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, 17:07:21 || Estimated Time: 4:47:47
2023-07-27 03:53:54,274 semantic_segmentation INFO: Iters: 139720/150000 || Lr: 0.001792 || Task Loss: 0.2014 || KD Loss: 0.0233|| 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, 17:07:38 || Estimated Time: 4:47:30
2023-07-27 03:54:11,050 semantic_segmentation INFO: Iters: 139730/150000 || Lr: 0.001791 || Task Loss: 0.2117 || KD Loss: 0.0256|| 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, 17:07:55 || Estimated Time: 4:47:13
2023-07-27 03:54:27,962 semantic_segmentation INFO: Iters: 139740/150000 || Lr: 0.001789 || Task Loss: 0.1815 || KD Loss: 0.0320|| 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, 17:08:12 || Estimated Time: 4:46:56
2023-07-27 03:54:44,728 semantic_segmentation INFO: Iters: 139750/150000 || Lr: 0.001787 || Task Loss: 0.5167 || KD Loss: 0.0549|| 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, 17:08:29 || Estimated Time: 4:46:40
2023-07-27 03:55:01,491 semantic_segmentation INFO: Iters: 139760/150000 || Lr: 0.001786 || Task Loss: 0.2388 || KD Loss: 0.0326|| 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, 17:08:45 || Estimated Time: 4:46:23
2023-07-27 03:55:18,304 semantic_segmentation INFO: Iters: 139770/150000 || Lr: 0.001784 || Task Loss: 0.3443 || KD Loss: 0.0320|| 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, 17:09:02 || Estimated Time: 4:46:06
2023-07-27 03:55:35,522 semantic_segmentation INFO: Iters: 139780/150000 || Lr: 0.001783 || Task Loss: 0.2897 || KD Loss: 0.0335|| 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, 17:09:20 || Estimated Time: 4:45:49
2023-07-27 03:55:52,279 semantic_segmentation INFO: Iters: 139790/150000 || Lr: 0.001781 || Task Loss: 0.2143 || KD Loss: 0.0184|| 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, 17:09:36 || Estimated Time: 4:45:33
2023-07-27 03:56:08,978 semantic_segmentation INFO: Iters: 139800/150000 || Lr: 0.001780 || Task Loss: 0.2409 || KD Loss: 0.0178|| 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, 17:09:53 || Estimated Time: 4:45:16
2023-07-27 03:56:25,748 semantic_segmentation INFO: Iters: 139810/150000 || Lr: 0.001778 || Task Loss: 0.2745 || KD Loss: 0.0435|| 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, 17:10:10 || Estimated Time: 4:44:59
2023-07-27 03:56:42,528 semantic_segmentation INFO: Iters: 139820/150000 || Lr: 0.001776 || Task Loss: 0.2251 || KD Loss: 0.0321|| 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, 17:10:27 || Estimated Time: 4:44:42
2023-07-27 03:56:59,273 semantic_segmentation INFO: Iters: 139830/150000 || Lr: 0.001775 || Task Loss: 0.2083 || KD Loss: 0.0238|| 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, 17:10:43 || Estimated Time: 4:44:25
2023-07-27 03:57:16,085 semantic_segmentation INFO: Iters: 139840/150000 || Lr: 0.001773 || Task Loss: 0.3008 || KD Loss: 0.0359|| 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, 17:11:00 || Estimated Time: 4:44:09
2023-07-27 03:57:32,859 semantic_segmentation INFO: Iters: 139850/150000 || Lr: 0.001772 || Task Loss: 0.2490 || KD Loss: 0.0275|| 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, 17:11:17 || Estimated Time: 4:43:52
2023-07-27 03:57:49,735 semantic_segmentation INFO: Iters: 139860/150000 || Lr: 0.001770 || Task Loss: 0.1747 || KD Loss: 0.0321|| 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, 17:11:34 || Estimated Time: 4:43:35
2023-07-27 03:58:06,653 semantic_segmentation INFO: Iters: 139870/150000 || Lr: 0.001769 || Task Loss: 0.2614 || KD Loss: 0.0245|| 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, 17:11:51 || Estimated Time: 4:43:18
2023-07-27 03:58:23,436 semantic_segmentation INFO: Iters: 139880/150000 || Lr: 0.001767 || Task Loss: 0.2415 || KD Loss: 0.0257|| 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, 17:12:07 || Estimated Time: 4:43:01
2023-07-27 03:58:40,234 semantic_segmentation INFO: Iters: 139890/150000 || Lr: 0.001765 || Task Loss: 0.2869 || KD Loss: 0.0427|| 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, 17:12:24 || Estimated Time: 4:42:45
2023-07-27 03:58:57,040 semantic_segmentation INFO: Iters: 139900/150000 || Lr: 0.001764 || Task Loss: 0.4213 || KD Loss: 0.0782|| 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, 17:12:41 || Estimated Time: 4:42:28
2023-07-27 03:59:13,804 semantic_segmentation INFO: Iters: 139910/150000 || Lr: 0.001762 || Task Loss: 0.2585 || KD Loss: 0.0283|| 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, 17:12:58 || Estimated Time: 4:42:11
2023-07-27 03:59:30,919 semantic_segmentation INFO: Iters: 139920/150000 || Lr: 0.001761 || Task Loss: 0.2469 || KD Loss: 0.0319|| 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, 17:13:15 || Estimated Time: 4:41:54
2023-07-27 03:59:47,695 semantic_segmentation INFO: Iters: 139930/150000 || Lr: 0.001759 || Task Loss: 0.3723 || KD Loss: 0.0568|| 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, 17:13:32 || Estimated Time: 4:41:38
2023-07-27 04:00:04,911 semantic_segmentation INFO: Iters: 139940/150000 || Lr: 0.001758 || Task Loss: 0.2339 || KD Loss: 0.0315|| 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, 17:13:49 || Estimated Time: 4:41:21
2023-07-27 04:00:21,692 semantic_segmentation INFO: Iters: 139950/150000 || Lr: 0.001756 || Task Loss: 0.2514 || KD Loss: 0.0264|| 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, 17:14:06 || Estimated Time: 4:41:04
2023-07-27 04:00:39,001 semantic_segmentation INFO: Iters: 139960/150000 || Lr: 0.001754 || Task Loss: 0.2772 || KD Loss: 0.0355|| 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, 17:14:23 || Estimated Time: 4:40:47
2023-07-27 04:00:55,799 semantic_segmentation INFO: Iters: 139970/150000 || Lr: 0.001753 || Task Loss: 0.3141 || KD Loss: 0.0690|| 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, 17:14:40 || Estimated Time: 4:40:31
2023-07-27 04:01:12,432 semantic_segmentation INFO: Iters: 139980/150000 || Lr: 0.001751 || Task Loss: 0.2879 || KD Loss: 0.0397|| 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, 17:14:56 || Estimated Time: 4:40:14
2023-07-27 04:01:29,349 semantic_segmentation INFO: Iters: 139990/150000 || Lr: 0.001750 || Task Loss: 0.2194 || KD Loss: 0.0297|| 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, 17:15:13 || Estimated Time: 4:39:57
2023-07-27 04:01:46,402 semantic_segmentation INFO: Iters: 140000/150000 || Lr: 0.001748 || Task Loss: 0.2765 || KD Loss: 0.0567|| 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, 17:15:30 || Estimated Time: 4:39:40
2023-07-27 04:01:46,514 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:01:46,964 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 04:01:46,982 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-27 04:01:46,995 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.172
2023-07-27 04:01:47,010 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-27 04:01:47,023 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.247
2023-07-27 04:01:47,035 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.291
2023-07-27 04:01:47,049 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-27 04:01:47,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.341
2023-07-27 04:01:47,077 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.379
2023-07-27 04:01:47,091 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.422
2023-07-27 04:01:47,106 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.465
2023-07-27 04:01:47,121 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.512
2023-07-27 04:01:47,134 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-27 04:01:47,149 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.491
2023-07-27 04:01:47,163 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.489
2023-07-27 04:01:47,176 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.485
2023-07-27 04:01:47,187 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.476
2023-07-27 04:01:47,200 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.476
2023-07-27 04:01:47,215 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.476
2023-07-27 04:01:47,231 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.536
2023-07-27 04:01:47,251 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.537
2023-07-27 04:01:47,267 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.960, mIoU: 0.543
2023-07-27 04:01:47,281 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.578
2023-07-27 04:01:47,297 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.580
2023-07-27 04:01:47,314 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.957, mIoU: 0.579
2023-07-27 04:01:47,328 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.581
2023-07-27 04:01:47,343 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.955, mIoU: 0.586
2023-07-27 04:01:47,355 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.956, mIoU: 0.587
2023-07-27 04:01:47,370 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.576
2023-07-27 04:01:47,385 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.576
2023-07-27 04:01:47,400 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.576
2023-07-27 04:01:47,415 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.954, mIoU: 0.576
2023-07-27 04:01:47,431 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.956, mIoU: 0.587
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2023-07-27 04:01:47,462 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.956, mIoU: 0.628
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2023-07-27 04:01:47,502 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.958, mIoU: 0.673
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2023-07-27 04:01:47,531 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.958, mIoU: 0.672
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2023-07-27 04:01:47,573 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.956, mIoU: 0.685
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2023-07-27 04:01:47,628 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.958, mIoU: 0.703
2023-07-27 04:01:47,640 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.958, mIoU: 0.703
2023-07-27 04:01:47,654 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.959, mIoU: 0.704
2023-07-27 04:01:47,671 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.957, mIoU: 0.696
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2023-07-27 04:01:47,749 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.958, mIoU: 0.700
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2023-07-27 04:01:47,826 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.955, mIoU: 0.737
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2023-07-27 04:01:47,855 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.956, mIoU: 0.737
2023-07-27 04:01:47,868 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-27 04:01:47,886 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.956, mIoU: 0.736
2023-07-27 04:01:47,899 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.957, mIoU: 0.735
2023-07-27 04:01:47,914 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.957, mIoU: 0.734
2023-07-27 04:01:47,929 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.958, mIoU: 0.735
2023-07-27 04:01:47,942 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.958, mIoU: 0.781
2023-07-27 04:01:47,956 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.959, mIoU: 0.781
2023-07-27 04:01:47,972 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.958, mIoU: 0.779
2023-07-27 04:01:47,987 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-27 04:01:48,000 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.959, mIoU: 0.795
2023-07-27 04:01:48,014 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-27 04:01:48,029 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.958, mIoU: 0.793
2023-07-27 04:01:48,043 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.959, mIoU: 0.795
2023-07-27 04:01:48,058 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.959, mIoU: 0.795
2023-07-27 04:01:48,073 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.956, mIoU: 0.789
2023-07-27 04:01:48,082 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.786
2023-07-27 04:01:48,097 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 04:01:48,113 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.955, mIoU: 0.789
2023-07-27 04:01:48,126 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.955, mIoU: 0.790
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2023-07-27 04:01:48,157 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.954, mIoU: 0.788
2023-07-27 04:01:48,172 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.952, mIoU: 0.782
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2023-07-27 04:01:48,248 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.952, mIoU: 0.792
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2023-07-27 04:01:48,279 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 04:01:48,295 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 04:01:48,310 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.953, mIoU: 0.791
2023-07-27 04:01:48,325 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.954, mIoU: 0.792
2023-07-27 04:01:48,339 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.952, mIoU: 0.788
2023-07-27 04:01:48,354 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.952, mIoU: 0.787
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2023-07-27 04:01:48,380 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.953, mIoU: 0.788
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2023-07-27 04:01:48,408 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,423 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,436 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.954, mIoU: 0.787
2023-07-27 04:01:48,449 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.954, mIoU: 0.788
2023-07-27 04:01:48,464 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,481 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,493 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 04:01:48,509 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 04:01:48,524 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,538 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 04:01:48,551 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.953, mIoU: 0.787
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2023-07-27 04:01:48,651 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.954, mIoU: 0.783
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2023-07-27 04:01:48,695 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.952, mIoU: 0.781
2023-07-27 04:01:48,709 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.953, mIoU: 0.781
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2023-07-27 04:01:48,735 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.953, mIoU: 0.780
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2023-07-27 04:01:48,799 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.951, mIoU: 0.760
2023-07-27 04:01:48,807 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.951, mIoU: 0.760
2023-07-27 04:01:48,820 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-27 04:01:48,834 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-27 04:01:48,848 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.952, mIoU: 0.765
2023-07-27 04:01:48,861 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.952, mIoU: 0.766
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2023-07-27 04:01:48,916 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.950, mIoU: 0.761
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2023-07-27 04:01:55,442 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 04:01:55,472 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,487 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,501 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,512 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,527 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,541 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,555 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,570 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:01:55,584 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:55,595 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,610 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,624 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,639 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,652 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,667 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,681 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,697 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:55,711 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,727 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,744 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,761 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,776 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,790 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,803 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:55,818 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,833 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,848 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,860 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,875 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,888 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,903 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,917 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,933 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,947 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,962 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:55,976 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:55,990 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,004 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:01:56,017 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:01:56,032 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:01:56,049 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:01:56,064 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,080 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:01:56,090 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,104 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,119 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,133 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,148 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,161 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,175 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,190 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,207 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,222 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,239 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,252 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,266 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,279 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,293 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,307 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,321 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,336 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,350 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:01:56,364 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:01:56,377 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 04:01:56,391 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 04:01:56,406 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,419 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,431 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,444 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,459 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,474 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,487 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,501 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,516 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:01:56,531 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,544 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,557 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,564 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:01:56,580 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:56,596 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:56,611 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:56,627 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:56,641 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:01:56,656 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,672 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,687 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,701 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,716 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,731 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,746 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,761 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,774 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,787 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:01:56,800 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,815 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:01:56,828 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,842 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,855 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:01:56,870 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:01:56,885 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,896 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,910 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,923 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,934 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,948 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:56,963 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:56,977 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:56,992 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,006 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,021 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,034 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,048 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,063 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,080 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,095 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,110 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:57,125 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:57,138 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:57,151 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:57,164 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,179 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,195 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,208 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,220 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:57,235 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,249 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,264 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,278 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,293 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,306 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,321 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:57,334 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,348 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,363 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,377 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,394 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,409 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,424 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,440 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,452 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,465 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,480 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,495 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,511 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,526 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,539 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,552 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,567 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,581 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:57,597 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,614 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,628 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:57,643 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,657 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,672 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,688 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,701 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,713 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,728 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,742 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,755 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,769 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,784 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,798 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,811 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,827 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,843 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,860 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,874 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,888 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,900 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,915 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,928 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,940 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:57,955 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,970 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,982 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:57,997 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:58,013 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:58,028 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,043 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,055 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,067 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,082 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,095 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,108 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:58,121 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:01:58,136 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,150 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,163 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:58,177 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,193 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,209 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,224 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,238 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,251 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,266 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,281 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,297 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,312 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,324 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:01:58,337 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,349 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,364 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,380 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,394 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,409 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:01:58,421 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,435 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,449 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,464 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,477 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,492 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,504 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,520 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,533 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,548 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,561 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,576 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,591 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:01:58,605 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,620 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,635 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,649 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,664 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,679 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,694 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:01:58,708 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,722 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,737 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,751 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,764 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,777 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,790 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,806 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,819 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,835 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,849 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,860 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,874 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,890 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,905 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,917 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,933 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,947 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:01:58,960 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:58,974 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:58,990 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,005 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,018 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,029 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,046 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,061 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,077 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,090 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,105 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:01:59,120 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,135 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,149 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,162 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,177 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,189 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,204 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:01:59,218 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 04:01:59,231 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,246 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,258 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,273 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,287 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 04:01:59,302 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 04:01:59,316 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,330 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,345 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,360 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,376 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,391 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,407 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,423 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,434 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,449 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,462 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,477 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,493 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,508 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,522 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,537 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,551 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,565 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,581 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,597 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,609 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,624 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,639 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,653 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,665 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,680 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,694 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,709 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:01:59,721 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,736 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,751 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,764 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,779 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,794 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,807 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,822 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,835 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,850 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,865 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,880 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,895 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,910 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,925 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,938 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:01:59,951 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:01:59,965 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,978 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:01:59,991 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,005 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,019 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,034 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,049 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:02:00,062 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,074 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,091 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,106 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,119 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,134 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,147 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,162 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,176 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,193 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,208 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,222 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,232 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,248 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,264 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,277 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,291 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,306 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,320 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,333 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,348 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,363 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,379 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:00,393 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,408 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,425 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,443 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,456 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,471 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,485 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-27 04:02:00,500 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,513 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,527 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,542 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,557 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,564 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,578 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,591 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:00,603 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,615 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,630 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,644 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:00,659 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:00,670 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,683 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,697 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:02:00,709 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,724 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,737 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,751 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,766 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,781 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,796 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,807 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,820 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,835 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:00,850 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,865 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,880 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,893 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,903 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,914 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,927 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,939 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,954 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:00,967 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,981 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:00,996 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,011 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,025 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,040 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,054 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,069 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,084 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,098 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,112 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,126 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,141 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,154 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,166 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,181 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,194 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,210 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,223 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,238 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,253 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,271 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,287 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,300 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,315 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,330 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 04:02:01,345 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 04:02:01,360 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 04:02:01,373 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 04:02:01,385 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 04:02:01,400 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 04:02:01,414 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 04:02:01,428 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-27 04:02:01,444 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-27 04:02:01,460 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-27 04:02:01,475 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-27 04:02:01,489 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,503 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,516 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,530 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,540 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,552 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,566 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,578 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,593 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,608 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,622 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,638 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,653 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,668 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,683 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,695 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,710 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,723 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,737 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,752 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,765 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,779 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,792 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,807 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,822 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,838 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,853 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,868 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,881 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,894 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:01,909 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,922 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,936 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,952 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:01,967 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,982 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:01,995 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,008 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:02,023 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,039 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,054 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,067 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,081 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,096 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,110 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,125 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 04:02:02,139 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,154 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,168 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,182 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,197 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,212 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,227 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,241 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,256 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:02,269 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,284 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:02,299 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 04:02:02,314 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:02,327 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 04:02:02,342 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,356 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,372 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,385 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,400 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,415 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,429 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.945, mIoU: 0.753
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2023-07-27 04:02:02,460 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,476 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,489 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,504 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,519 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,533 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,547 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,560 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:02:02,568 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,584 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,598 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,611 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:02,627 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,642 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,654 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,667 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,682 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,697 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,712 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,729 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,743 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,760 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:02,775 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,788 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,802 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,817 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,832 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,844 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,857 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,872 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,887 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,902 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:02,916 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,929 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:02,944 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:02,958 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,970 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:02,985 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,001 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,015 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,030 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:02:03,043 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:02:03,058 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,073 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,090 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,105 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,118 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 04:02:03,146 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 04:02:03,202 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.945, mIoU: 0.750
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2023-07-27 04:02:03,269 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.945, mIoU: 0.751
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2023-07-27 04:02:03,408 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:02:03,420 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 04:02:03,552 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,567 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,582 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 04:02:03,625 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,638 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,652 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,666 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,680 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,693 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,707 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,724 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,737 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:03,748 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:03,762 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:03,777 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:03,792 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:02:03,806 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,819 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,833 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,846 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,859 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,873 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,888 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,903 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,918 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,933 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:03,947 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,960 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,975 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:03,988 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,002 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,017 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,032 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,045 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,060 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,072 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,088 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,104 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:02:04,119 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,132 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,148 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,165 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,180 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,192 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,207 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,223 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,234 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:04,249 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:04,264 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:04,278 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,290 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,302 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,316 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,330 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,344 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,356 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,370 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,382 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,395 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,409 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,423 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,437 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,451 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,466 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,480 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,496 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,511 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,525 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,540 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,553 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,565 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,581 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,596 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,611 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,624 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,637 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,651 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,666 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,680 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,693 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,708 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,723 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,738 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,753 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,768 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,783 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,797 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,811 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,826 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,839 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,854 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,869 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,883 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,898 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,912 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:02:04,927 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,941 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,955 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,969 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,984 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:04,999 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,012 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,027 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,042 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,054 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,068 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,084 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,100 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,113 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,128 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,144 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,158 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,174 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,189 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,204 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,219 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,232 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,245 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,259 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,272 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:02:05,285 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,299 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,313 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,326 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,339 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,353 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,365 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,378 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,393 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,408 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,422 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,436 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,449 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,463 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,478 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 04:02:05,513 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,529 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:02:05,545 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,558 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,574 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 04:02:05,634 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,649 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,664 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 04:02:05,694 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,706 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:02:05,721 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,735 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,749 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,764 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,778 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,793 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,807 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:02:05,817 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 04:02:05,844 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 04:02:06,236 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,250 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,262 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 04:02:06,319 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,332 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,347 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,364 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,380 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,395 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,410 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,418 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,433 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,446 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,459 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,474 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,489 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,504 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,521 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,536 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,551 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:06,566 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,579 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,595 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,611 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,626 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,641 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,656 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,672 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,685 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,699 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,714 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,729 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,742 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,755 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,770 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,785 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,800 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,814 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:02:06,829 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,844 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,859 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,872 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,886 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,899 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,914 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,929 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,944 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,958 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,971 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:06,986 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,001 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,016 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,030 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,044 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,059 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,074 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,087 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,102 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,115 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,130 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,145 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,160 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,175 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,190 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,205 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,214 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,229 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,243 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,258 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,273 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,288 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,304 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,317 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,327 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,343 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,358 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,372 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,385 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,399 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,414 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,426 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,441 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,455 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,468 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,482 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,494 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,508 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,523 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,539 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,551 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,566 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,580 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,595 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,610 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,623 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,636 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:07,651 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:02:07,667 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:02:24,354 semantic_segmentation INFO: Iters: 140010/150000 || Lr: 0.001747 || Task Loss: 0.2088 || KD Loss: 0.0225|| 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, 17:16:08 || Estimated Time: 4:39:25
2023-07-27 04:02:41,269 semantic_segmentation INFO: Iters: 140020/150000 || Lr: 0.001745 || Task Loss: 0.2582 || KD Loss: 0.0318|| 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, 17:16:25 || Estimated Time: 4:39:08
2023-07-27 04:02:58,063 semantic_segmentation INFO: Iters: 140030/150000 || Lr: 0.001743 || Task Loss: 0.4946 || KD Loss: 0.0802|| 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, 17:16:42 || Estimated Time: 4:38:51
2023-07-27 04:03:14,864 semantic_segmentation INFO: Iters: 140040/150000 || Lr: 0.001742 || Task Loss: 0.2449 || KD Loss: 0.0511|| 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, 17:16:59 || Estimated Time: 4:38:35
2023-07-27 04:03:31,922 semantic_segmentation INFO: Iters: 140050/150000 || Lr: 0.001740 || Task Loss: 0.3002 || KD Loss: 0.0537|| 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, 17:17:16 || Estimated Time: 4:38:18
2023-07-27 04:03:48,634 semantic_segmentation INFO: Iters: 140060/150000 || Lr: 0.001739 || Task Loss: 0.2249 || KD Loss: 0.0302|| 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, 17:17:33 || Estimated Time: 4:38:01
2023-07-27 04:04:05,476 semantic_segmentation INFO: Iters: 140070/150000 || Lr: 0.001737 || Task Loss: 0.2598 || KD Loss: 0.0338|| 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, 17:17:49 || Estimated Time: 4:37:44
2023-07-27 04:04:22,355 semantic_segmentation INFO: Iters: 140080/150000 || Lr: 0.001736 || Task Loss: 0.2328 || KD Loss: 0.0320|| 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, 17:18:06 || Estimated Time: 4:37:28
2023-07-27 04:04:39,214 semantic_segmentation INFO: Iters: 140090/150000 || Lr: 0.001734 || Task Loss: 0.2371 || KD Loss: 0.0376|| 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, 17:18:23 || Estimated Time: 4:37:11
2023-07-27 04:04:56,108 semantic_segmentation INFO: Iters: 140100/150000 || Lr: 0.001732 || Task Loss: 0.3036 || KD Loss: 0.0563|| 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, 17:18:40 || Estimated Time: 4:36:54
2023-07-27 04:05:12,929 semantic_segmentation INFO: Iters: 140110/150000 || Lr: 0.001731 || Task Loss: 0.2345 || KD Loss: 0.0421|| 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, 17:18:57 || Estimated Time: 4:36:37
2023-07-27 04:05:29,777 semantic_segmentation INFO: Iters: 140120/150000 || Lr: 0.001729 || Task Loss: 0.2162 || KD Loss: 0.0324|| 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, 17:19:14 || Estimated Time: 4:36:20
2023-07-27 04:05:46,518 semantic_segmentation INFO: Iters: 140130/150000 || Lr: 0.001728 || Task Loss: 0.2573 || KD Loss: 0.0416|| 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, 17:19:30 || Estimated Time: 4:36:04
2023-07-27 04:06:03,955 semantic_segmentation INFO: Iters: 140140/150000 || Lr: 0.001726 || Task Loss: 0.2206 || KD Loss: 0.0346|| 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, 17:19:48 || Estimated Time: 4:35:47
2023-07-27 04:06:20,652 semantic_segmentation INFO: Iters: 140150/150000 || Lr: 0.001725 || Task Loss: 0.2041 || KD Loss: 0.0380|| 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, 17:20:05 || Estimated Time: 4:35:30
2023-07-27 04:06:37,451 semantic_segmentation INFO: Iters: 140160/150000 || Lr: 0.001723 || Task Loss: 0.2993 || KD Loss: 0.0368|| 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, 17:20:21 || Estimated Time: 4:35:13
2023-07-27 04:06:54,692 semantic_segmentation INFO: Iters: 140170/150000 || Lr: 0.001721 || Task Loss: 0.2818 || KD Loss: 0.0349|| 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, 17:20:39 || Estimated Time: 4:34:57
2023-07-27 04:07:11,385 semantic_segmentation INFO: Iters: 140180/150000 || Lr: 0.001720 || Task Loss: 0.2095 || KD Loss: 0.0273|| 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, 17:20:55 || Estimated Time: 4:34:40
2023-07-27 04:07:28,173 semantic_segmentation INFO: Iters: 140190/150000 || Lr: 0.001718 || Task Loss: 0.2516 || KD Loss: 0.0328|| 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, 17:21:12 || Estimated Time: 4:34:23
2023-07-27 04:07:44,955 semantic_segmentation INFO: Iters: 140200/150000 || Lr: 0.001717 || Task Loss: 0.2116 || KD Loss: 0.0270|| 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, 17:21:29 || Estimated Time: 4:34:06
2023-07-27 04:08:01,758 semantic_segmentation INFO: Iters: 140210/150000 || Lr: 0.001715 || Task Loss: 0.2292 || KD Loss: 0.0284|| 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, 17:21:46 || Estimated Time: 4:33:49
2023-07-27 04:08:18,538 semantic_segmentation INFO: Iters: 140220/150000 || Lr: 0.001714 || Task Loss: 0.2870 || KD Loss: 0.0470|| 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, 17:22:03 || Estimated Time: 4:33:33
2023-07-27 04:08:35,799 semantic_segmentation INFO: Iters: 140230/150000 || Lr: 0.001712 || Task Loss: 0.2674 || KD Loss: 0.0248|| 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, 17:22:20 || Estimated Time: 4:33:16
2023-07-27 04:08:55,941 semantic_segmentation INFO: Iters: 140240/150000 || Lr: 0.001710 || Task Loss: 0.2296 || KD Loss: 0.0410|| 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, 17:22:40 || Estimated Time: 4:32:59
2023-07-27 04:09:12,626 semantic_segmentation INFO: Iters: 140250/150000 || Lr: 0.001709 || Task Loss: 0.2624 || KD Loss: 0.0310|| 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, 17:22:57 || Estimated Time: 4:32:43
2023-07-27 04:09:29,412 semantic_segmentation INFO: Iters: 140260/150000 || Lr: 0.001707 || Task Loss: 0.3042 || KD Loss: 0.0357|| 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, 17:23:13 || Estimated Time: 4:32:26
2023-07-27 04:09:46,200 semantic_segmentation INFO: Iters: 140270/150000 || Lr: 0.001706 || Task Loss: 0.2188 || KD Loss: 0.0367|| 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, 17:23:30 || Estimated Time: 4:32:09
2023-07-27 04:10:02,899 semantic_segmentation INFO: Iters: 140280/150000 || Lr: 0.001704 || Task Loss: 0.2118 || KD Loss: 0.0214|| 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, 17:23:47 || Estimated Time: 4:31:52
2023-07-27 04:10:19,636 semantic_segmentation INFO: Iters: 140290/150000 || Lr: 0.001702 || Task Loss: 0.1699 || KD Loss: 0.0278|| 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, 17:24:04 || Estimated Time: 4:31:35
2023-07-27 04:10:36,414 semantic_segmentation INFO: Iters: 140300/150000 || Lr: 0.001701 || Task Loss: 0.2663 || 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, 17:24:20 || Estimated Time: 4:31:19
2023-07-27 04:10:53,195 semantic_segmentation INFO: Iters: 140310/150000 || Lr: 0.001699 || Task Loss: 0.2383 || KD Loss: 0.0321|| 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, 17:24:37 || Estimated Time: 4:31:02
2023-07-27 04:11:09,963 semantic_segmentation INFO: Iters: 140320/150000 || Lr: 0.001698 || Task Loss: 0.2476 || KD Loss: 0.0290|| 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, 17:24:54 || Estimated Time: 4:30:45
2023-07-27 04:11:26,748 semantic_segmentation INFO: Iters: 140330/150000 || Lr: 0.001696 || Task Loss: 0.2166 || KD Loss: 0.0357|| 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, 17:25:11 || Estimated Time: 4:30:28
2023-07-27 04:11:43,553 semantic_segmentation INFO: Iters: 140340/150000 || Lr: 0.001695 || Task Loss: 0.2612 || KD Loss: 0.0295|| 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, 17:25:28 || Estimated Time: 4:30:12
2023-07-27 04:12:00,603 semantic_segmentation INFO: Iters: 140350/150000 || Lr: 0.001693 || Task Loss: 0.3654 || KD Loss: 0.0602|| 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, 17:25:45 || Estimated Time: 4:29:55
2023-07-27 04:12:17,345 semantic_segmentation INFO: Iters: 140360/150000 || Lr: 0.001691 || Task Loss: 0.2291 || KD Loss: 0.0324|| 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, 17:26:01 || Estimated Time: 4:29:38
2023-07-27 04:12:34,120 semantic_segmentation INFO: Iters: 140370/150000 || Lr: 0.001690 || Task Loss: 0.2749 || KD Loss: 0.0626|| 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, 17:26:18 || Estimated Time: 4:29:21
2023-07-27 04:12:50,913 semantic_segmentation INFO: Iters: 140380/150000 || Lr: 0.001688 || Task Loss: 0.2486 || KD Loss: 0.0319|| 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, 17:26:35 || Estimated Time: 4:29:04
2023-07-27 04:13:07,602 semantic_segmentation INFO: Iters: 140390/150000 || Lr: 0.001687 || Task Loss: 0.2396 || KD Loss: 0.0288|| 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, 17:26:52 || Estimated Time: 4:28:48
2023-07-27 04:13:24,356 semantic_segmentation INFO: Iters: 140400/150000 || Lr: 0.001685 || Task Loss: 0.2629 || KD Loss: 0.0427|| 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, 17:27:08 || Estimated Time: 4:28:31
2023-07-27 04:13:41,085 semantic_segmentation INFO: Iters: 140410/150000 || Lr: 0.001684 || Task Loss: 0.2588 || KD Loss: 0.0279|| 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, 17:27:25 || Estimated Time: 4:28:14
2023-07-27 04:13:57,887 semantic_segmentation INFO: Iters: 140420/150000 || Lr: 0.001682 || Task Loss: 0.2587 || KD Loss: 0.0324|| 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, 17:27:42 || Estimated Time: 4:27:57
2023-07-27 04:14:14,630 semantic_segmentation INFO: Iters: 140430/150000 || Lr: 0.001680 || Task Loss: 0.1568 || KD Loss: 0.0281|| 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, 17:27:59 || Estimated Time: 4:27:40
2023-07-27 04:14:31,330 semantic_segmentation INFO: Iters: 140440/150000 || Lr: 0.001679 || Task Loss: 0.2657 || KD Loss: 0.0309|| 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, 17:28:15 || Estimated Time: 4:27:24
2023-07-27 04:14:48,116 semantic_segmentation INFO: Iters: 140450/150000 || Lr: 0.001677 || Task Loss: 0.2016 || KD Loss: 0.0244|| 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, 17:28:32 || Estimated Time: 4:27:07
2023-07-27 04:15:04,848 semantic_segmentation INFO: Iters: 140460/150000 || Lr: 0.001676 || Task Loss: 0.2983 || KD Loss: 0.0313|| 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, 17:28:49 || Estimated Time: 4:26:50
2023-07-27 04:15:21,599 semantic_segmentation INFO: Iters: 140470/150000 || Lr: 0.001674 || Task Loss: 0.2076 || KD Loss: 0.0305|| 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, 17:29:06 || Estimated Time: 4:26:33
2023-07-27 04:15:38,278 semantic_segmentation INFO: Iters: 140480/150000 || Lr: 0.001672 || Task Loss: 0.2459 || KD Loss: 0.0216|| 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, 17:29:22 || Estimated Time: 4:26:17
2023-07-27 04:15:55,537 semantic_segmentation INFO: Iters: 140490/150000 || Lr: 0.001671 || Task Loss: 0.3923 || KD Loss: 0.0336|| 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, 17:29:40 || Estimated Time: 4:26:00
2023-07-27 04:16:12,163 semantic_segmentation INFO: Iters: 140500/150000 || Lr: 0.001669 || Task Loss: 0.2359 || KD Loss: 0.0299|| 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, 17:29:56 || Estimated Time: 4:25:43
2023-07-27 04:16:28,974 semantic_segmentation INFO: Iters: 140510/150000 || Lr: 0.001668 || Task Loss: 0.2088 || KD Loss: 0.0282|| 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, 17:30:13 || Estimated Time: 4:25:26
2023-07-27 04:16:45,608 semantic_segmentation INFO: Iters: 140520/150000 || Lr: 0.001666 || Task Loss: 0.2206 || KD Loss: 0.0317|| 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, 17:30:30 || Estimated Time: 4:25:09
2023-07-27 04:17:02,812 semantic_segmentation INFO: Iters: 140530/150000 || Lr: 0.001665 || Task Loss: 0.3096 || KD Loss: 0.0479|| 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, 17:30:47 || Estimated Time: 4:24:53
2023-07-27 04:17:19,632 semantic_segmentation INFO: Iters: 140540/150000 || Lr: 0.001663 || Task Loss: 0.2448 || KD Loss: 0.0266|| 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, 17:31:04 || Estimated Time: 4:24:36
2023-07-27 04:17:36,333 semantic_segmentation INFO: Iters: 140550/150000 || Lr: 0.001661 || Task Loss: 0.2212 || KD Loss: 0.0435|| 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, 17:31:20 || Estimated Time: 4:24:19
2023-07-27 04:17:53,584 semantic_segmentation INFO: Iters: 140560/150000 || Lr: 0.001660 || Task Loss: 0.1901 || KD Loss: 0.0253|| 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, 17:31:38 || Estimated Time: 4:24:02
2023-07-27 04:18:10,244 semantic_segmentation INFO: Iters: 140570/150000 || Lr: 0.001658 || Task Loss: 0.3695 || KD Loss: 0.0365|| 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, 17:31:54 || Estimated Time: 4:23:46
2023-07-27 04:18:27,055 semantic_segmentation INFO: Iters: 140580/150000 || Lr: 0.001657 || Task Loss: 0.2431 || KD Loss: 0.0251|| 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, 17:32:11 || Estimated Time: 4:23:29
2023-07-27 04:18:43,855 semantic_segmentation INFO: Iters: 140590/150000 || Lr: 0.001655 || Task Loss: 0.2210 || KD Loss: 0.0363|| 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, 17:32:28 || Estimated Time: 4:23:12
2023-07-27 04:19:00,581 semantic_segmentation INFO: Iters: 140600/150000 || Lr: 0.001654 || Task Loss: 0.3010 || KD Loss: 0.0484|| 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, 17:32:45 || Estimated Time: 4:22:55
2023-07-27 04:19:17,762 semantic_segmentation INFO: Iters: 140610/150000 || Lr: 0.001652 || Task Loss: 0.2315 || KD Loss: 0.0290|| 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, 17:33:02 || Estimated Time: 4:22:38
2023-07-27 04:19:34,523 semantic_segmentation INFO: Iters: 140620/150000 || Lr: 0.001650 || Task Loss: 0.2285 || KD Loss: 0.0343|| 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, 17:33:19 || Estimated Time: 4:22:22
2023-07-27 04:19:51,316 semantic_segmentation INFO: Iters: 140630/150000 || Lr: 0.001649 || Task Loss: 0.2683 || KD Loss: 0.0341|| 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, 17:33:35 || Estimated Time: 4:22:05
2023-07-27 04:20:07,948 semantic_segmentation INFO: Iters: 140640/150000 || Lr: 0.001647 || Task Loss: 0.2792 || KD Loss: 0.0362|| 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, 17:33:52 || Estimated Time: 4:21:48
2023-07-27 04:20:24,733 semantic_segmentation INFO: Iters: 140650/150000 || Lr: 0.001646 || Task Loss: 0.2910 || KD Loss: 0.0408|| 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, 17:34:09 || Estimated Time: 4:21:31
2023-07-27 04:20:41,534 semantic_segmentation INFO: Iters: 140660/150000 || Lr: 0.001644 || Task Loss: 0.1756 || KD Loss: 0.0347|| 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, 17:34:26 || Estimated Time: 4:21:15
2023-07-27 04:20:58,343 semantic_segmentation INFO: Iters: 140670/150000 || Lr: 0.001642 || Task Loss: 0.2306 || KD Loss: 0.0340|| 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, 17:34:42 || Estimated Time: 4:20:58
2023-07-27 04:21:15,121 semantic_segmentation INFO: Iters: 140680/150000 || Lr: 0.001641 || Task Loss: 0.2175 || KD Loss: 0.0355|| 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, 17:34:59 || Estimated Time: 4:20:41
2023-07-27 04:21:31,911 semantic_segmentation INFO: Iters: 140690/150000 || Lr: 0.001639 || Task Loss: 0.2036 || KD Loss: 0.0333|| 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, 17:35:16 || Estimated Time: 4:20:24
2023-07-27 04:21:48,700 semantic_segmentation INFO: Iters: 140700/150000 || Lr: 0.001638 || Task Loss: 0.2381 || KD Loss: 0.0264|| 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, 17:35:33 || Estimated Time: 4:20:07
2023-07-27 04:22:05,599 semantic_segmentation INFO: Iters: 140710/150000 || Lr: 0.001636 || Task Loss: 0.3725 || KD Loss: 0.0434|| 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, 17:35:50 || Estimated Time: 4:19:51
2023-07-27 04:22:22,301 semantic_segmentation INFO: Iters: 140720/150000 || Lr: 0.001634 || Task Loss: 0.1793 || KD Loss: 0.0308|| 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, 17:36:06 || Estimated Time: 4:19:34
2023-07-27 04:22:39,084 semantic_segmentation INFO: Iters: 140730/150000 || Lr: 0.001633 || Task Loss: 0.2238 || KD Loss: 0.0313|| 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, 17:36:23 || Estimated Time: 4:19:17
2023-07-27 04:22:55,877 semantic_segmentation INFO: Iters: 140740/150000 || Lr: 0.001631 || Task Loss: 0.2078 || KD Loss: 0.0269|| 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, 17:36:40 || Estimated Time: 4:19:00
2023-07-27 04:23:12,679 semantic_segmentation INFO: Iters: 140750/150000 || Lr: 0.001630 || Task Loss: 0.2173 || KD Loss: 0.0261|| 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, 17:36:57 || Estimated Time: 4:18:44
2023-07-27 04:23:29,437 semantic_segmentation INFO: Iters: 140760/150000 || Lr: 0.001628 || Task Loss: 0.1756 || KD Loss: 0.0302|| 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, 17:37:13 || Estimated Time: 4:18:27
2023-07-27 04:23:46,099 semantic_segmentation INFO: Iters: 140770/150000 || Lr: 0.001627 || Task Loss: 0.1585 || KD Loss: 0.0320|| 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, 17:37:30 || Estimated Time: 4:18:10
2023-07-27 04:24:02,856 semantic_segmentation INFO: Iters: 140780/150000 || Lr: 0.001625 || Task Loss: 0.2299 || KD Loss: 0.0543|| 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, 17:37:47 || Estimated Time: 4:17:53
2023-07-27 04:24:19,624 semantic_segmentation INFO: Iters: 140790/150000 || Lr: 0.001623 || Task Loss: 0.2591 || KD Loss: 0.0308|| 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, 17:38:04 || Estimated Time: 4:17:36
2023-07-27 04:24:36,393 semantic_segmentation INFO: Iters: 140800/150000 || Lr: 0.001622 || Task Loss: 0.2562 || KD Loss: 0.0508|| 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, 17:38:20 || Estimated Time: 4:17:20
2023-07-27 04:24:36,506 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:24:36,963 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-27 04:24:36,980 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-27 04:24:36,992 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.169
2023-07-27 04:24:37,006 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.169
2023-07-27 04:24:37,019 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.242
2023-07-27 04:24:37,031 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.285
2023-07-27 04:24:37,045 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.330
2023-07-27 04:24:37,059 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.335
2023-07-27 04:24:37,072 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.373
2023-07-27 04:24:37,087 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.412
2023-07-27 04:24:37,100 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.462
2023-07-27 04:24:37,115 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.508
2023-07-27 04:24:37,127 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.505
2023-07-27 04:24:37,141 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.487
2023-07-27 04:24:37,155 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.487
2023-07-27 04:24:37,167 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.484
2023-07-27 04:24:37,179 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.468
2023-07-27 04:24:37,191 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.468
2023-07-27 04:24:37,205 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.466
2023-07-27 04:24:37,220 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.525
2023-07-27 04:24:37,234 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.527
2023-07-27 04:24:37,248 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.533
2023-07-27 04:24:37,262 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-27 04:24:37,278 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.571
2023-07-27 04:24:37,293 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.571
2023-07-27 04:24:37,306 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.570
2023-07-27 04:24:37,320 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.574
2023-07-27 04:24:37,331 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-27 04:24:37,346 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.563
2023-07-27 04:24:37,360 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.563
2023-07-27 04:24:37,373 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.564
2023-07-27 04:24:37,388 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.564
2023-07-27 04:24:37,402 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-27 04:24:37,416 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-27 04:24:37,431 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.614
2023-07-27 04:24:37,445 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.614
2023-07-27 04:24:37,458 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.614
2023-07-27 04:24:37,470 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.953, mIoU: 0.660
2023-07-27 04:24:37,485 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-27 04:24:37,497 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.954, mIoU: 0.660
2023-07-27 04:24:37,511 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-27 04:24:37,525 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.677
2023-07-27 04:24:37,539 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.674
2023-07-27 04:24:37,552 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.674
2023-07-27 04:24:37,568 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 04:24:37,584 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 04:24:37,598 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-27 04:24:37,610 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-27 04:24:37,624 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 04:24:37,639 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-27 04:24:37,654 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.684
2023-07-27 04:24:37,669 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.684
2023-07-27 04:24:37,682 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.681
2023-07-27 04:24:37,697 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-27 04:24:37,711 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 04:24:37,724 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 04:24:37,739 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.684
2023-07-27 04:24:37,756 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.684
2023-07-27 04:24:37,770 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.684
2023-07-27 04:24:37,785 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-27 04:24:37,798 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-27 04:24:37,813 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-27 04:24:37,826 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-27 04:24:37,845 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-27 04:24:37,859 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-27 04:24:37,874 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-27 04:24:37,889 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.954, mIoU: 0.723
2023-07-27 04:24:37,902 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.954, mIoU: 0.769
2023-07-27 04:24:37,918 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.955, mIoU: 0.769
2023-07-27 04:24:37,933 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.954, mIoU: 0.765
2023-07-27 04:24:37,948 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.954, mIoU: 0.783
2023-07-27 04:24:37,962 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.955, mIoU: 0.783
2023-07-27 04:24:37,977 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.954, mIoU: 0.781
2023-07-27 04:24:37,993 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.955, mIoU: 0.781
2023-07-27 04:24:38,008 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.955, mIoU: 0.783
2023-07-27 04:24:38,023 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.956, mIoU: 0.782
2023-07-27 04:24:38,038 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.777
2023-07-27 04:24:38,048 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.775
2023-07-27 04:24:38,063 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 04:24:38,080 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 04:24:38,094 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 04:24:38,109 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 04:24:38,125 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 04:24:38,140 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 04:24:38,155 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-27 04:24:38,170 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 04:24:38,185 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-27 04:24:38,200 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 04:24:38,216 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-27 04:24:38,229 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-27 04:24:38,244 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 04:24:38,259 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 04:24:38,274 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 04:24:38,288 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-27 04:24:38,303 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.767
2023-07-27 04:24:38,318 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-27 04:24:38,331 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.766
2023-07-27 04:24:38,344 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 04:24:38,360 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,373 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,389 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 04:24:38,403 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 04:24:38,416 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 04:24:38,431 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.765
2023-07-27 04:24:38,446 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,459 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 04:24:38,474 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 04:24:38,489 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,502 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,516 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,528 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 04:24:38,542 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 04:24:38,557 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 04:24:38,572 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 04:24:38,587 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 04:24:38,601 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 04:24:38,616 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.761
2023-07-27 04:24:38,631 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.761
2023-07-27 04:24:38,644 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.763
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2023-07-27 04:24:44,196 semantic_segmentation INFO: Sample: 508, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 04:24:44,209 semantic_segmentation INFO: Sample: 509, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 04:24:44,223 semantic_segmentation INFO: Sample: 510, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 04:24:44,238 semantic_segmentation INFO: Sample: 511, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 04:24:44,252 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 04:24:44,265 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 04:24:44,281 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 04:24:44,297 semantic_segmentation INFO: Sample: 515, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 04:24:44,312 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 04:24:44,325 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 04:24:44,339 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 04:24:44,354 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.940, mIoU: 0.734
2023-07-27 04:24:44,369 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.940, mIoU: 0.733
2023-07-27 04:24:44,384 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 04:24:44,399 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 04:24:44,412 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 04:24:44,427 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 04:24:44,442 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-27 04:24:44,455 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 04:24:44,470 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 04:24:44,481 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 04:24:44,495 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.940, mIoU: 0.738
2023-07-27 04:24:44,508 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-27 04:24:44,519 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 04:24:44,532 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-27 04:24:44,546 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,561 semantic_segmentation INFO: Sample: 534, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,575 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,590 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,598 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,613 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,627 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 04:24:44,642 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 04:24:44,657 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 04:24:44,672 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 04:24:44,686 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 04:24:44,700 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 04:24:44,715 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,730 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,744 semantic_segmentation INFO: Sample: 547, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 04:24:44,770 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,784 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,798 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,813 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,826 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:44,841 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:44,856 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,872 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,885 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:44,900 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:44,916 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:44,929 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 04:24:44,974 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:44,989 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:45,002 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 04:24:45,033 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:45,049 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,060 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,075 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,090 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,102 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,117 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,130 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,144 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,159 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,173 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,186 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,199 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,211 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,226 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,240 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,255 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,269 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 04:24:45,283 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,296 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,312 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,327 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,341 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,356 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,371 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 04:24:45,401 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,417 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:45,428 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 04:24:45,443 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,458 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,473 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,488 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,503 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,514 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,529 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,543 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,558 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 04:24:45,571 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 04:24:45,585 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:45,599 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:45,614 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:45,628 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:45,643 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,657 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,672 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,687 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,701 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,715 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:45,730 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:45,745 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,760 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,773 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,788 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,802 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,817 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,833 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,848 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,863 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,878 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:45,893 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:45,907 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:45,921 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:45,935 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:45,949 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:24:45,967 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:24:45,981 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:45,996 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:46,006 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:46,019 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,033 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,046 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,060 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,072 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,085 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,100 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,115 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,130 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,146 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:46,159 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:46,173 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 04:24:46,201 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:46,216 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:46,231 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 04:24:46,246 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:46,260 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 04:24:46,288 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 04:24:46,357 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.745
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2023-07-27 04:24:46,919 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:46,934 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:46,947 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:46,962 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:46,977 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:46,993 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,008 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,023 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:24:47,038 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:47,051 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:24:47,063 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:24:47,076 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,090 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,106 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,119 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,131 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,146 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,160 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,175 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,189 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,205 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:47,218 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,232 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,245 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,259 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,273 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,287 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,303 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,316 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,331 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,347 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,360 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,373 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,389 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,404 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,420 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,435 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,447 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,460 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,475 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,488 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,503 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:47,521 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,534 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,549 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,562 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,578 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,592 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,605 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,618 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,633 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,648 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,661 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,676 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,690 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,705 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,718 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,736 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,752 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,769 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,782 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,796 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,808 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,824 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,836 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,849 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:47,864 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,878 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,891 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,906 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:47,921 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:47,936 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,951 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,964 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,977 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:47,991 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,004 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,017 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,030 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:48,046 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:48,059 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,072 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,086 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:48,101 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:48,116 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,132 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,145 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,158 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,173 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,188 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,204 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,219 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,232 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:48,245 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,256 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,271 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,287 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,301 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,315 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:48,326 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,339 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,353 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,368 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,381 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,396 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,410 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,425 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,438 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,453 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,466 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,481 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,496 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:48,509 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,524 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:48,539 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,554 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,569 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,583 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,598 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,612 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,626 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,641 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,655 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,668 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,681 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,694 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,710 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,723 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,739 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,754 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,766 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,780 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,796 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,811 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,824 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,839 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,854 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,867 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,881 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,897 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,911 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,924 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,936 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:48,953 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,968 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,983 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:48,995 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:49,010 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:24:49,025 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,040 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,055 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,067 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,082 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,095 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:49,110 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:49,123 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:49,136 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:49,151 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,164 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,179 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,194 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,209 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,224 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,239 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,254 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,268 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,284 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,299 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,315 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,330 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,340 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,354 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,367 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,382 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,396 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,411 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,424 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:49,439 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:49,453 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,467 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:24:49,483 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,498 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,510 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,525 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,540 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,554 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,567 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,582 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,597 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,612 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,626 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,641 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,656 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,669 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,684 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,700 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,713 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,727 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,740 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,755 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:49,772 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:49,787 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:49,802 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,817 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,832 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,844 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,857 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,871 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,884 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,896 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,911 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,925 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,939 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:49,954 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,967 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,979 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:49,995 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,009 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,022 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,037 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,050 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,066 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,080 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,096 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,111 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,126 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,135 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,151 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,166 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,179 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,193 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,208 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,223 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,236 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,251 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,265 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:50,280 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,295 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,310 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,326 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,341 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,354 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,368 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,383 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,397 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 04:24:50,410 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,424 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,439 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,454 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,461 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,475 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,487 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,500 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,511 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:50,526 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,540 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,555 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,567 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,579 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,594 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,604 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,620 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,632 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,647 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,662 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,676 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,691 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,703 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,716 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,731 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,746 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,761 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:50,777 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,791 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,802 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,813 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:50,825 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:50,837 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:50,851 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:50,864 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,878 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:50,893 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,908 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,922 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,936 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,951 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:50,965 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,980 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:24:50,994 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,008 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:51,023 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:51,039 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,052 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,065 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,080 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,093 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,109 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,122 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,137 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,152 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,169 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,185 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,199 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,214 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,229 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,244 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,258 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,271 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,284 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,298 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,313 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,328 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,342 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 04:24:51,357 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:24:51,372 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 04:24:51,387 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,401 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,413 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,428 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,438 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,451 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,466 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,478 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,494 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,509 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:51,524 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:51,540 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,555 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:51,571 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,586 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,599 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,614 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,627 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,642 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,657 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,669 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,684 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,697 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,711 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,726 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,741 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,755 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,770 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,783 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,796 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,811 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:51,823 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,836 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,851 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,866 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,881 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,893 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,906 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:51,921 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:51,937 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,952 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,965 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,978 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:51,992 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,007 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,022 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,037 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,051 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,066 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 04:24:52,080 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:52,095 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:52,111 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:52,126 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:52,140 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:52,155 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 04:24:52,168 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:52,183 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:52,198 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 04:24:52,214 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:52,226 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 04:24:52,241 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,255 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,271 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,284 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,298 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,313 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,327 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,342 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,357 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,371 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,384 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:52,399 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:52,414 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,427 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 04:24:52,441 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,454 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 04:24:52,462 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 04:24:52,520 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,535 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,548 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,561 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 04:24:52,591 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,605 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,622 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 04:24:52,652 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,667 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 04:24:52,680 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 04:24:52,710 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:52,738 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:52,751 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:52,766 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:52,781 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:52,797 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:52,868 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:52,998 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:53,011 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:53,039 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:53,162 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:53,266 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:53,281 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:53,308 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:53,321 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 04:24:53,592 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 04:24:53,736 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 04:24:53,750 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 04:24:53,868 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:53,883 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 04:24:54,121 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 04:24:54,218 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:54,232 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 04:24:54,288 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 04:24:55,022 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,038 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,053 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,069 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,084 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,099 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,114 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,128 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,141 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,153 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,166 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,178 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,191 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,206 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,220 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,232 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,245 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,259 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:55,270 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,283 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,297 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,312 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,326 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,340 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,353 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,367 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:55,381 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:55,394 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:55,409 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:55,423 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:55,438 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:24:55,451 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,466 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,481 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,495 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,509 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,521 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,536 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,552 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,567 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,582 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,595 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,610 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,625 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,641 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,656 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,671 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,686 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,702 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,713 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,727 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,739 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,752 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:24:55,768 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,782 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,795 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,807 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,819 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,833 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,848 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,862 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,877 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,891 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,903 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,917 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,932 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,944 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,958 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,973 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:55,986 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,000 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,011 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,026 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,041 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,056 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,070 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,083 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,096 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,109 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:24:56,124 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,138 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,151 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,163 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,178 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,193 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,208 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,221 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,236 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,252 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,268 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,282 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,297 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,305 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,321 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,334 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,347 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,362 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,377 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,392 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,407 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,423 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,438 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,453 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,466 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,481 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:56,497 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 04:24:56,511 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,527 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,541 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,558 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,571 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,585 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,600 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,615 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,628 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,641 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,656 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,670 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,685 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,699 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:24:56,714 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,729 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,743 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,756 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,770 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,783 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,797 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,813 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,827 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,842 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,855 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,871 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,886 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,900 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,914 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,929 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,943 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,957 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,971 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:56,986 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,000 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,015 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,030 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,046 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,061 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,076 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,091 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,101 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,116 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,129 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,144 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,159 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,174 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,188 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,199 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,208 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,224 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,239 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,253 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,265 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,279 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,293 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,307 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,322 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,336 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,349 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,363 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,375 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,389 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,403 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,417 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,430 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,444 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,459 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,473 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:24:57,488 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,501 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,514 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,529 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:24:57,545 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:25:14,140 semantic_segmentation INFO: Iters: 140810/150000 || Lr: 0.001620 || Task Loss: 0.3457 || KD Loss: 0.0366|| 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, 17:38:58 || Estimated Time: 4:17:04
2023-07-27 04:25:30,864 semantic_segmentation INFO: Iters: 140820/150000 || Lr: 0.001619 || Task Loss: 0.2258 || KD Loss: 0.0287|| 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, 17:39:15 || Estimated Time: 4:16:47
2023-07-27 04:25:47,656 semantic_segmentation INFO: Iters: 140830/150000 || Lr: 0.001617 || Task Loss: 0.2538 || KD Loss: 0.0355|| 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, 17:39:32 || Estimated Time: 4:16:31
2023-07-27 04:26:04,418 semantic_segmentation INFO: Iters: 140840/150000 || Lr: 0.001615 || Task Loss: 0.2383 || KD Loss: 0.0351|| 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, 17:39:48 || Estimated Time: 4:16:14
2023-07-27 04:26:21,295 semantic_segmentation INFO: Iters: 140850/150000 || Lr: 0.001614 || Task Loss: 0.2784 || KD Loss: 0.0323|| 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, 17:40:05 || Estimated Time: 4:15:57
2023-07-27 04:26:38,042 semantic_segmentation INFO: Iters: 140860/150000 || Lr: 0.001612 || Task Loss: 0.2372 || KD Loss: 0.0320|| 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, 17:40:22 || Estimated Time: 4:15:40
2023-07-27 04:26:54,871 semantic_segmentation INFO: Iters: 140870/150000 || Lr: 0.001611 || Task Loss: 0.2385 || KD Loss: 0.0206|| 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, 17:40:39 || Estimated Time: 4:15:23
2023-07-27 04:27:11,594 semantic_segmentation INFO: Iters: 140880/150000 || Lr: 0.001609 || Task Loss: 0.3345 || KD Loss: 0.0613|| 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, 17:40:56 || Estimated Time: 4:15:07
2023-07-27 04:27:28,418 semantic_segmentation INFO: Iters: 140890/150000 || Lr: 0.001608 || Task Loss: 0.1713 || KD Loss: 0.0212|| 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, 17:41:12 || Estimated Time: 4:14:50
2023-07-27 04:27:45,234 semantic_segmentation INFO: Iters: 140900/150000 || Lr: 0.001606 || Task Loss: 0.3038 || KD Loss: 0.0264|| 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, 17:41:29 || Estimated Time: 4:14:33
2023-07-27 04:28:02,069 semantic_segmentation INFO: Iters: 140910/150000 || Lr: 0.001604 || Task Loss: 0.1673 || KD Loss: 0.0289|| 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, 17:41:46 || Estimated Time: 4:14:16
2023-07-27 04:28:18,846 semantic_segmentation INFO: Iters: 140920/150000 || Lr: 0.001603 || Task Loss: 0.3224 || 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, 17:42:03 || Estimated Time: 4:14:00
2023-07-27 04:28:35,623 semantic_segmentation INFO: Iters: 140930/150000 || Lr: 0.001601 || Task Loss: 0.1908 || KD Loss: 0.0308|| 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, 17:42:20 || Estimated Time: 4:13:43
2023-07-27 04:28:52,375 semantic_segmentation INFO: Iters: 140940/150000 || Lr: 0.001600 || Task Loss: 0.2599 || KD Loss: 0.0277|| 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, 17:42:36 || Estimated Time: 4:13:26
2023-07-27 04:29:09,213 semantic_segmentation INFO: Iters: 140950/150000 || Lr: 0.001598 || Task Loss: 0.3152 || KD Loss: 0.0378|| 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, 17:42:53 || Estimated Time: 4:13:09
2023-07-27 04:29:25,880 semantic_segmentation INFO: Iters: 140960/150000 || Lr: 0.001596 || Task Loss: 0.4087 || KD Loss: 0.0345|| 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, 17:43:10 || Estimated Time: 4:12:52
2023-07-27 04:29:42,671 semantic_segmentation INFO: Iters: 140970/150000 || Lr: 0.001595 || Task Loss: 0.2304 || KD Loss: 0.0331|| 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, 17:43:27 || Estimated Time: 4:12:36
2023-07-27 04:29:59,450 semantic_segmentation INFO: Iters: 140980/150000 || Lr: 0.001593 || Task Loss: 0.2768 || KD Loss: 0.0379|| 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, 17:43:43 || Estimated Time: 4:12:19
2023-07-27 04:30:16,192 semantic_segmentation INFO: Iters: 140990/150000 || Lr: 0.001592 || Task Loss: 0.3624 || KD Loss: 0.0458|| 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, 17:44:00 || Estimated Time: 4:12:02
2023-07-27 04:30:33,010 semantic_segmentation INFO: Iters: 141000/150000 || Lr: 0.001590 || Task Loss: 0.3319 || KD Loss: 0.0393|| 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, 17:44:17 || Estimated Time: 4:11:45
2023-07-27 04:30:49,783 semantic_segmentation INFO: Iters: 141010/150000 || Lr: 0.001588 || Task Loss: 0.3950 || KD Loss: 0.0468|| 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, 17:44:34 || Estimated Time: 4:11:28
2023-07-27 04:31:06,617 semantic_segmentation INFO: Iters: 141020/150000 || Lr: 0.001587 || Task Loss: 0.1750 || KD Loss: 0.0265|| 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, 17:44:51 || Estimated Time: 4:11:12
2023-07-27 04:31:23,351 semantic_segmentation INFO: Iters: 141030/150000 || Lr: 0.001585 || Task Loss: 0.3103 || KD Loss: 0.0300|| 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, 17:45:07 || Estimated Time: 4:10:55
2023-07-27 04:31:40,158 semantic_segmentation INFO: Iters: 141040/150000 || Lr: 0.001584 || Task Loss: 0.2891 || KD Loss: 0.0293|| 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, 17:45:24 || Estimated Time: 4:10:38
2023-07-27 04:31:56,825 semantic_segmentation INFO: Iters: 141050/150000 || Lr: 0.001582 || Task Loss: 0.3439 || KD Loss: 0.0337|| 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, 17:45:41 || Estimated Time: 4:10:21
2023-07-27 04:32:13,694 semantic_segmentation INFO: Iters: 141060/150000 || Lr: 0.001581 || Task Loss: 0.2910 || KD Loss: 0.0324|| 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, 17:45:58 || Estimated Time: 4:10:05
2023-07-27 04:32:30,456 semantic_segmentation INFO: Iters: 141070/150000 || Lr: 0.001579 || Task Loss: 0.2375 || KD Loss: 0.0262|| 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, 17:46:14 || Estimated Time: 4:09:48
2023-07-27 04:32:47,188 semantic_segmentation INFO: Iters: 141080/150000 || Lr: 0.001577 || Task Loss: 0.2856 || KD Loss: 0.0329|| 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, 17:46:31 || Estimated Time: 4:09:31
2023-07-27 04:33:04,179 semantic_segmentation INFO: Iters: 141090/150000 || Lr: 0.001576 || Task Loss: 0.2018 || KD Loss: 0.0265|| 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, 17:46:48 || Estimated Time: 4:09:14
2023-07-27 04:33:24,500 semantic_segmentation INFO: Iters: 141100/150000 || Lr: 0.001574 || Task Loss: 0.2607 || KD Loss: 0.0305|| 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, 17:47:08 || Estimated Time: 4:08:58
2023-07-27 04:33:41,168 semantic_segmentation INFO: Iters: 141110/150000 || Lr: 0.001573 || Task Loss: 0.2296 || KD Loss: 0.0364|| 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, 17:47:25 || Estimated Time: 4:08:41
2023-07-27 04:33:57,886 semantic_segmentation INFO: Iters: 141120/150000 || Lr: 0.001571 || Task Loss: 0.2225 || KD Loss: 0.0299|| 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, 17:47:42 || Estimated Time: 4:08:24
2023-07-27 04:34:14,680 semantic_segmentation INFO: Iters: 141130/150000 || Lr: 0.001569 || Task Loss: 0.3459 || KD Loss: 0.0517|| 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, 17:47:59 || Estimated Time: 4:08:07
2023-07-27 04:34:31,382 semantic_segmentation INFO: Iters: 141140/150000 || Lr: 0.001568 || Task Loss: 0.2111 || KD Loss: 0.0309|| 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, 17:48:15 || Estimated Time: 4:07:51
2023-07-27 04:34:48,168 semantic_segmentation INFO: Iters: 141150/150000 || Lr: 0.001566 || Task Loss: 0.2921 || KD Loss: 0.0350|| 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, 17:48:32 || Estimated Time: 4:07:34
2023-07-27 04:35:04,945 semantic_segmentation INFO: Iters: 141160/150000 || Lr: 0.001565 || Task Loss: 0.4503 || KD Loss: 0.0443|| 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, 17:48:49 || Estimated Time: 4:07:17
2023-07-27 04:35:21,695 semantic_segmentation INFO: Iters: 141170/150000 || Lr: 0.001563 || Task Loss: 0.2572 || KD Loss: 0.0319|| 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, 17:49:06 || Estimated Time: 4:07:00
2023-07-27 04:35:38,455 semantic_segmentation INFO: Iters: 141180/150000 || Lr: 0.001561 || Task Loss: 0.1667 || KD Loss: 0.0283|| 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, 17:49:22 || Estimated Time: 4:06:43
2023-07-27 04:35:55,190 semantic_segmentation INFO: Iters: 141190/150000 || Lr: 0.001560 || Task Loss: 0.2216 || KD Loss: 0.0628|| 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, 17:49:39 || Estimated Time: 4:06:27
2023-07-27 04:36:11,920 semantic_segmentation INFO: Iters: 141200/150000 || Lr: 0.001558 || Task Loss: 0.1835 || KD Loss: 0.0871|| 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, 17:49:56 || Estimated Time: 4:06:10
2023-07-27 04:36:28,694 semantic_segmentation INFO: Iters: 141210/150000 || Lr: 0.001557 || Task Loss: 0.2999 || KD Loss: 0.0445|| 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, 17:50:13 || Estimated Time: 4:05:53
2023-07-27 04:36:45,492 semantic_segmentation INFO: Iters: 141220/150000 || Lr: 0.001555 || Task Loss: 0.2282 || KD Loss: 0.0263|| 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, 17:50:29 || Estimated Time: 4:05:36
2023-07-27 04:37:02,268 semantic_segmentation INFO: Iters: 141230/150000 || Lr: 0.001553 || Task Loss: 0.2440 || KD Loss: 0.0324|| 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, 17:50:46 || Estimated Time: 4:05:19
2023-07-27 04:37:19,057 semantic_segmentation INFO: Iters: 141240/150000 || Lr: 0.001552 || Task Loss: 0.2703 || KD Loss: 0.0448|| 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, 17:51:03 || Estimated Time: 4:05:03
2023-07-27 04:37:35,766 semantic_segmentation INFO: Iters: 141250/150000 || Lr: 0.001550 || Task Loss: 0.2263 || KD Loss: 0.0270|| 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, 17:51:20 || Estimated Time: 4:04:46
2023-07-27 04:37:52,482 semantic_segmentation INFO: Iters: 141260/150000 || Lr: 0.001549 || Task Loss: 0.2173 || KD Loss: 0.0260|| 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, 17:51:36 || Estimated Time: 4:04:29
2023-07-27 04:38:09,245 semantic_segmentation INFO: Iters: 141270/150000 || Lr: 0.001547 || Task Loss: 0.2906 || KD Loss: 0.0315|| 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, 17:51:53 || Estimated Time: 4:04:12
2023-07-27 04:38:26,017 semantic_segmentation INFO: Iters: 141280/150000 || Lr: 0.001545 || Task Loss: 0.2514 || KD Loss: 0.0206|| 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, 17:52:10 || Estimated Time: 4:03:55
2023-07-27 04:38:42,645 semantic_segmentation INFO: Iters: 141290/150000 || Lr: 0.001544 || Task Loss: 0.2316 || KD Loss: 0.0325|| 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, 17:52:27 || Estimated Time: 4:03:39
2023-07-27 04:38:59,851 semantic_segmentation INFO: Iters: 141300/150000 || Lr: 0.001542 || Task Loss: 0.2280 || KD Loss: 0.0299|| 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, 17:52:44 || Estimated Time: 4:03:22
2023-07-27 04:39:16,577 semantic_segmentation INFO: Iters: 141310/150000 || Lr: 0.001541 || Task Loss: 0.3218 || KD Loss: 0.0341|| 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, 17:53:01 || Estimated Time: 4:03:05
2023-07-27 04:39:33,413 semantic_segmentation INFO: Iters: 141320/150000 || Lr: 0.001539 || Task Loss: 0.2769 || KD Loss: 0.0461|| 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, 17:53:17 || Estimated Time: 4:02:48
2023-07-27 04:39:50,124 semantic_segmentation INFO: Iters: 141330/150000 || Lr: 0.001537 || Task Loss: 0.2964 || KD Loss: 0.0345|| 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, 17:53:34 || Estimated Time: 4:02:32
2023-07-27 04:40:06,935 semantic_segmentation INFO: Iters: 141340/150000 || Lr: 0.001536 || Task Loss: 0.1908 || KD Loss: 0.0394|| 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, 17:53:51 || Estimated Time: 4:02:15
2023-07-27 04:40:24,214 semantic_segmentation INFO: Iters: 141350/150000 || Lr: 0.001534 || Task Loss: 0.2450 || KD Loss: 0.0275|| 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, 17:54:08 || Estimated Time: 4:01:58
2023-07-27 04:40:40,917 semantic_segmentation INFO: Iters: 141360/150000 || Lr: 0.001533 || Task Loss: 0.2692 || KD Loss: 0.0389|| 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, 17:54:25 || Estimated Time: 4:01:41
2023-07-27 04:40:57,697 semantic_segmentation INFO: Iters: 141370/150000 || Lr: 0.001531 || Task Loss: 0.3018 || KD Loss: 0.0528|| 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, 17:54:42 || Estimated Time: 4:01:24
2023-07-27 04:41:14,468 semantic_segmentation INFO: Iters: 141380/150000 || Lr: 0.001530 || Task Loss: 0.2365 || KD Loss: 0.0218|| 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, 17:54:58 || Estimated Time: 4:01:08
2023-07-27 04:41:31,270 semantic_segmentation INFO: Iters: 141390/150000 || Lr: 0.001528 || Task Loss: 0.2422 || 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, 17:55:15 || Estimated Time: 4:00:51
2023-07-27 04:41:48,074 semantic_segmentation INFO: Iters: 141400/150000 || Lr: 0.001526 || Task Loss: 0.2524 || KD Loss: 0.0419|| 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, 17:55:32 || Estimated Time: 4:00:34
2023-07-27 04:42:04,900 semantic_segmentation INFO: Iters: 141410/150000 || Lr: 0.001525 || Task Loss: 0.1679 || KD Loss: 0.0315|| 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, 17:55:49 || Estimated Time: 4:00:17
2023-07-27 04:42:21,669 semantic_segmentation INFO: Iters: 141420/150000 || Lr: 0.001523 || Task Loss: 0.2200 || KD Loss: 0.0426|| 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, 17:56:06 || Estimated Time: 4:00:01
2023-07-27 04:42:38,420 semantic_segmentation INFO: Iters: 141430/150000 || Lr: 0.001522 || Task Loss: 0.2775 || KD Loss: 0.0279|| 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, 17:56:22 || Estimated Time: 3:59:44
2023-07-27 04:42:55,198 semantic_segmentation INFO: Iters: 141440/150000 || Lr: 0.001520 || Task Loss: 0.2096 || KD Loss: 0.0259|| 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, 17:56:39 || Estimated Time: 3:59:27
2023-07-27 04:43:11,964 semantic_segmentation INFO: Iters: 141450/150000 || Lr: 0.001518 || Task Loss: 0.2544 || KD Loss: 0.0386|| 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, 17:56:56 || Estimated Time: 3:59:10
2023-07-27 04:43:28,742 semantic_segmentation INFO: Iters: 141460/150000 || Lr: 0.001517 || Task Loss: 0.2648 || KD Loss: 0.0322|| 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, 17:57:13 || Estimated Time: 3:58:53
2023-07-27 04:43:46,044 semantic_segmentation INFO: Iters: 141470/150000 || Lr: 0.001515 || Task Loss: 0.2359 || KD Loss: 0.0276|| 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, 17:57:30 || Estimated Time: 3:58:37
2023-07-27 04:44:02,740 semantic_segmentation INFO: Iters: 141480/150000 || Lr: 0.001514 || Task Loss: 0.2205 || KD Loss: 0.0268|| 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, 17:57:47 || Estimated Time: 3:58:20
2023-07-27 04:44:19,516 semantic_segmentation INFO: Iters: 141490/150000 || Lr: 0.001512 || Task Loss: 0.1907 || KD Loss: 0.0303|| 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, 17:58:03 || Estimated Time: 3:58:03
2023-07-27 04:44:36,338 semantic_segmentation INFO: Iters: 141500/150000 || Lr: 0.001510 || Task Loss: 0.4455 || KD Loss: 0.1071|| 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, 17:58:20 || Estimated Time: 3:57:46
2023-07-27 04:44:53,102 semantic_segmentation INFO: Iters: 141510/150000 || Lr: 0.001509 || Task Loss: 0.3200 || KD Loss: 0.0375|| 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, 17:58:37 || Estimated Time: 3:57:30
2023-07-27 04:45:09,741 semantic_segmentation INFO: Iters: 141520/150000 || Lr: 0.001507 || Task Loss: 0.3148 || KD Loss: 0.0615|| 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, 17:58:54 || Estimated Time: 3:57:13
2023-07-27 04:45:26,576 semantic_segmentation INFO: Iters: 141530/150000 || Lr: 0.001506 || Task Loss: 0.2594 || KD Loss: 0.0294|| 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, 17:59:11 || Estimated Time: 3:56:56
2023-07-27 04:45:43,355 semantic_segmentation INFO: Iters: 141540/150000 || Lr: 0.001504 || Task Loss: 0.3126 || KD Loss: 0.0304|| 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, 17:59:27 || Estimated Time: 3:56:39
2023-07-27 04:46:00,100 semantic_segmentation INFO: Iters: 141550/150000 || Lr: 0.001502 || Task Loss: 0.2343 || KD Loss: 0.0279|| 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, 17:59:44 || Estimated Time: 3:56:22
2023-07-27 04:46:16,804 semantic_segmentation INFO: Iters: 141560/150000 || Lr: 0.001501 || Task Loss: 0.2430 || KD Loss: 0.0305|| 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, 18:00:01 || Estimated Time: 3:56:06
2023-07-27 04:46:33,689 semantic_segmentation INFO: Iters: 141570/150000 || Lr: 0.001499 || Task Loss: 0.2252 || KD Loss: 0.0259|| 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, 18:00:18 || Estimated Time: 3:55:49
2023-07-27 04:46:50,456 semantic_segmentation INFO: Iters: 141580/150000 || Lr: 0.001498 || Task Loss: 0.2765 || KD Loss: 0.0339|| 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, 18:00:34 || Estimated Time: 3:55:32
2023-07-27 04:47:07,254 semantic_segmentation INFO: Iters: 141590/150000 || Lr: 0.001496 || Task Loss: 0.3126 || KD Loss: 0.0461|| 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, 18:00:51 || Estimated Time: 3:55:15
2023-07-27 04:47:23,929 semantic_segmentation INFO: Iters: 141600/150000 || Lr: 0.001494 || Task Loss: 0.2642 || KD Loss: 0.0227|| 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, 18:01:08 || Estimated Time: 3:54:58
2023-07-27 04:47:24,041 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 04:47:24,498 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.090
2023-07-27 04:47:24,511 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.136
2023-07-27 04:47:24,524 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.172
2023-07-27 04:47:24,538 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.172
2023-07-27 04:47:24,552 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.245
2023-07-27 04:47:24,565 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.288
2023-07-27 04:47:24,580 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.333
2023-07-27 04:47:24,595 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.338
2023-07-27 04:47:24,608 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.375
2023-07-27 04:47:24,623 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.421
2023-07-27 04:47:24,637 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.459
2023-07-27 04:47:24,653 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.506
2023-07-27 04:47:24,665 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.502
2023-07-27 04:47:24,680 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.483
2023-07-27 04:47:24,694 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.482
2023-07-27 04:47:24,707 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.478
2023-07-27 04:47:24,718 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.470
2023-07-27 04:47:24,732 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.471
2023-07-27 04:47:24,747 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.470
2023-07-27 04:47:24,764 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.527
2023-07-27 04:47:24,780 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.528
2023-07-27 04:47:24,797 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.536
2023-07-27 04:47:24,814 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.570
2023-07-27 04:47:24,831 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.573
2023-07-27 04:47:24,848 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.572
2023-07-27 04:47:24,863 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.579
2023-07-27 04:47:24,879 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-27 04:47:24,891 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.584
2023-07-27 04:47:24,907 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.571
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2023-07-27 04:47:24,936 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.572
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2023-07-27 04:47:24,966 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.583
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2023-07-27 04:47:24,995 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.954, mIoU: 0.624
2023-07-27 04:47:25,010 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.625
2023-07-27 04:47:25,022 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-27 04:47:25,035 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.956, mIoU: 0.671
2023-07-27 04:47:25,051 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.672
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2023-07-27 04:47:25,131 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.694
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2023-07-27 04:47:25,200 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.692
2023-07-27 04:47:25,215 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.691
2023-07-27 04:47:25,230 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.691
2023-07-27 04:47:25,243 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 04:47:25,258 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 04:47:25,273 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.954, mIoU: 0.695
2023-07-27 04:47:25,286 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 04:47:25,301 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.690
2023-07-27 04:47:25,317 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-27 04:47:25,330 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 04:47:25,345 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-27 04:47:25,358 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.732
2023-07-27 04:47:25,373 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-27 04:47:25,386 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-27 04:47:25,403 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-27 04:47:25,417 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.730
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2023-07-27 04:47:25,490 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.955, mIoU: 0.770
2023-07-27 04:47:25,506 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.955, mIoU: 0.788
2023-07-27 04:47:25,519 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.955, mIoU: 0.788
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2023-07-27 04:47:25,563 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.956, mIoU: 0.790
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2023-07-27 04:47:25,602 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.782
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2023-07-27 04:47:25,693 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.775
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2023-07-27 04:47:25,739 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.775
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2023-07-27 04:47:25,797 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.782
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2023-07-27 04:47:26,000 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.781
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2023-07-27 04:47:26,288 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.951, mIoU: 0.775
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2023-07-27 04:47:26,316 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-27 04:47:26,325 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.760
2023-07-27 04:47:26,338 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.950, mIoU: 0.764
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2023-07-27 04:47:26,381 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-27 04:47:26,397 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-27 04:47:26,410 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.766
2023-07-27 04:47:26,424 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.766
2023-07-27 04:47:26,439 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.761
2023-07-27 04:47:26,452 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.762
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2023-07-27 04:47:30,529 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.728
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2023-07-27 04:47:30,601 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-27 04:47:30,926 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.733
2023-07-27 04:47:30,939 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-27 04:47:30,977 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.732
2023-07-27 04:47:30,991 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.731
2023-07-27 04:47:31,006 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.732
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2023-07-27 04:47:31,200 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.733
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2023-07-27 04:47:31,556 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-27 04:47:31,922 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 04:47:31,935 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 04:47:31,950 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.939, mIoU: 0.736
2023-07-27 04:47:31,965 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.938, mIoU: 0.736
2023-07-27 04:47:31,978 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.938, mIoU: 0.737
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2023-07-27 04:47:32,006 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.939, mIoU: 0.740
2023-07-27 04:47:32,021 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-27 04:47:32,046 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.938, mIoU: 0.741
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2023-07-27 04:47:32,155 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:32,171 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:32,185 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.939, mIoU: 0.743
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2023-07-27 04:47:32,281 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:32,294 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:32,308 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:32,322 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.939, mIoU: 0.743
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2023-07-27 04:47:32,350 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-27 04:47:33,294 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,310 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,323 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,338 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,353 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,368 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,383 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,397 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,412 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,426 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:33,440 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-27 04:47:33,454 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-27 04:47:33,469 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-27 04:47:33,486 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-27 04:47:33,502 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:33,517 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:33,527 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:33,539 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,554 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,568 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,582 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,595 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,608 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,623 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,640 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,655 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,670 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,683 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,697 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,710 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,725 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,739 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,754 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,769 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:33,784 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.939, mIoU: 0.742
2023-07-27 04:47:33,799 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,812 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,827 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,841 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.939, mIoU: 0.744
2023-07-27 04:47:33,854 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.939, mIoU: 0.744
2023-07-27 04:47:33,867 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.939, mIoU: 0.744
2023-07-27 04:47:33,881 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.939, mIoU: 0.744
2023-07-27 04:47:33,897 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:33,915 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:33,930 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:33,945 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.939, mIoU: 0.743
2023-07-27 04:47:33,960 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,975 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:33,988 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:34,003 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:34,011 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.940, mIoU: 0.743
2023-07-27 04:47:34,026 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,041 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,056 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,071 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,091 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,106 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,122 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,136 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,149 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,163 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,177 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,192 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:34,207 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,220 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,233 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,246 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:34,260 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:34,273 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:34,286 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:34,299 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:34,313 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.940, mIoU: 0.747
2023-07-27 04:47:34,329 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,341 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,355 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,368 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,379 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,394 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,409 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,423 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,438 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,453 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,468 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,480 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,496 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,511 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,528 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,543 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:34,558 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 04:47:34,573 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:34,586 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 04:47:34,599 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 04:47:34,612 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,627 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,644 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,657 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:34,670 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:34,685 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,699 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,715 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,729 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,744 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,757 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:34,772 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,785 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,798 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,812 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,826 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,841 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:34,853 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:34,868 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,883 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,895 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:34,908 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:34,923 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:34,938 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,953 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:34,967 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:34,979 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:34,992 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,006 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,019 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,034 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,051 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,064 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,078 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,091 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,106 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,121 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,134 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,147 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,162 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,177 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,190 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,206 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,221 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,234 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,247 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,262 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,277 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,294 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,307 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,321 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,334 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,349 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,362 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,375 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,390 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,405 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,418 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,434 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,449 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,465 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,480 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,493 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,506 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,520 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,533 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,546 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,559 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:35,574 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,587 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,600 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,614 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,630 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,644 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,660 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,673 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,686 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,701 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,716 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,731 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,746 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,759 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:35,772 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,783 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,799 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,814 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,828 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,842 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:35,853 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,867 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,881 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,896 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,909 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,924 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,938 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 04:47:35,954 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:35,967 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:35,982 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:35,995 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:36,010 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:36,025 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:36,039 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,055 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,070 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:36,084 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:36,099 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,114 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,129 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,143 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,157 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,172 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,187 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,199 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,212 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,225 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,241 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,255 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,271 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,286 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,297 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,311 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,327 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,342 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,354 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:36,370 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,384 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,397 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,411 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,426 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,441 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,454 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,465 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,482 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,497 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,512 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,525 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,540 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:36,555 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:36,570 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:36,585 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:36,598 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 04:47:36,612 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,625 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,639 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,653 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,665 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,680 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,692 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,707 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,721 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,735 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,749 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,763 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,777 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,790 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,805 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,820 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,836 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,851 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,860 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,875 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,889 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,904 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,919 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,935 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:36,948 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,965 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:36,980 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:36,994 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,010 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,026 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,038 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,054 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,068 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,083 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,096 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,110 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,125 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,140 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,152 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,167 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,181 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,194 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,207 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,223 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,236 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,251 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,264 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,279 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,294 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,310 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,325 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,341 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,356 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,369 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,383 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,399 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,413 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,425 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,439 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:37,453 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,467 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,482 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,495 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,507 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:37,522 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,536 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,548 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,562 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,574 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,589 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,602 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,617 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,631 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,644 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:37,653 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,668 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,682 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,694 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,708 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,722 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,736 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,748 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,762 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,776 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,790 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,804 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,818 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,833 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,848 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,860 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,875 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,890 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:37,903 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,915 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,929 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,944 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:37,958 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,965 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,979 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:37,992 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 04:47:38,003 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:38,014 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:38,028 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:38,042 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:38,056 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 04:47:38,068 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,081 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,095 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,105 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,120 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,133 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,148 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,163 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,177 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,192 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,203 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,215 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,230 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,244 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,260 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,275 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,288 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,298 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,310 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,323 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,335 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,350 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,363 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,380 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:38,396 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,411 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,425 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,441 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,456 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,471 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,486 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,499 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,513 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:38,528 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,543 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,555 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,567 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,582 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,594 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,609 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,622 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,636 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,650 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,668 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:47:38,684 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:47:38,698 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:47:38,714 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,729 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,745 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,760 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,773 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,786 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,802 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,817 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:38,833 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 04:47:38,848 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 04:47:38,862 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 04:47:38,878 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 04:47:38,892 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,907 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 04:47:38,919 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 04:47:38,934 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,943 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,956 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,970 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,982 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:38,997 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 04:47:39,012 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 04:47:39,026 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:39,041 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:39,056 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 04:47:39,071 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,086 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,099 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,115 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,127 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,143 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,158 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,171 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,186 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,199 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,213 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,229 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,244 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,259 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,274 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,287 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,300 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,314 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,327 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,340 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 04:47:39,355 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:39,370 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:39,385 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 04:47:39,398 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,410 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 04:47:39,425 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,440 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,455 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,468 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,481 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,495 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,510 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,525 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,540 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,555 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,570 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,584 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,598 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,613 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,628 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,642 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,657 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,670 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,685 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,699 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,715 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,727 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 04:47:39,742 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 04:47:39,756 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 04:47:39,772 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 04:47:39,799 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,814 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,828 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 04:47:39,843 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-27 04:47:39,872 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,886 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,901 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,917 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,930 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,945 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,958 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,967 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:39,982 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:39,998 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 04:47:40,013 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 04:47:40,028 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,043 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,056 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,069 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,084 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,099 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,114 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,130 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,144 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,161 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,175 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,188 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,203 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,217 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,232 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,244 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,257 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,271 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,286 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,301 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,316 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,328 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,344 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,358 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,371 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,387 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,402 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,417 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,432 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,445 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,459 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,474 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,489 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,504 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,517 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,532 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,545 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,558 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 04:47:40,585 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,600 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 04:47:40,651 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:40,666 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 04:47:40,768 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 04:47:40,812 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 04:47:40,825 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 04:47:41,226 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 04:47:41,239 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:41,365 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,378 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,392 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,408 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,423 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,436 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,450 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,462 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,476 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,491 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,506 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,518 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,534 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,551 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,566 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,577 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,592 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,608 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,619 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,634 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,649 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,664 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,677 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,690 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,705 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,719 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,733 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,746 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,761 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,773 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,786 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,800 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,815 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,829 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,843 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,859 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,871 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,887 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,901 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,915 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,929 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:41,942 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,954 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,970 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,984 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:41,999 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,012 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,026 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,042 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,057 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,069 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,082 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,096 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,111 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,126 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,140 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,155 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,171 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,184 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,198 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,213 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,226 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,241 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,256 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,271 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,286 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,301 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,316 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,331 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,345 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,360 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,375 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,391 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,405 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,420 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,435 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,447 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,460 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:42,502 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,516 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,531 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,545 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,561 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,576 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,591 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,605 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,618 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,632 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,645 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,658 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,671 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,687 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,702 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,715 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,728 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,744 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,755 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,768 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,783 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,798 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,812 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,827 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,840 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,854 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:42,868 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,882 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,897 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,911 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,926 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,939 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,953 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:42,969 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,983 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:42,999 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,011 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,026 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:43,058 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,073 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,086 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,100 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:43,115 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:43,130 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:43,145 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 04:47:43,160 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,174 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,189 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,199 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,213 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 04:47:43,226 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:43,255 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 04:47:43,283 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:43,295 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:43,320 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 04:47:43,348 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 04:47:43,421 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.941, mIoU: 0.747
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2023-07-27 04:47:43,491 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 04:47:43,616 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.940, mIoU: 0.745
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2023-07-27 04:47:44,047 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,062 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,076 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,091 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,106 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,118 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,131 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,146 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,160 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,175 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,190 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.940, mIoU: 0.744
2023-07-27 04:47:44,205 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,220 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,235 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,248 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,263 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,276 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,291 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,306 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,321 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,336 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,349 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,365 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,380 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,396 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,410 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,425 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,440 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,454 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,467 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,481 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,494 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,509 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,523 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,537 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,552 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,566 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,580 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,589 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,604 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,617 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,632 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,647 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,662 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 04:47:44,677 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,688 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,698 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,714 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,729 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,744 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,757 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,772 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,787 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,800 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,814 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,829 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:44,842 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:44,856 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:44,868 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,883 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,897 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,911 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,924 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,938 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,952 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 04:47:44,965 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:44,980 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:44,993 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:45,007 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 04:47:45,022 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:47:45,039 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.746
2023-07-27 04:48:01,671 semantic_segmentation INFO: Iters: 141610/150000 || Lr: 0.001493 || Task Loss: 0.2893 || KD Loss: 0.0521|| 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, 18:01:46 || Estimated Time: 3:54:43
2023-07-27 04:48:18,412 semantic_segmentation INFO: Iters: 141620/150000 || Lr: 0.001491 || Task Loss: 0.2646 || KD Loss: 0.0367|| 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, 18:02:02 || Estimated Time: 3:54:26
2023-07-27 04:48:35,176 semantic_segmentation INFO: Iters: 141630/150000 || Lr: 0.001490 || Task Loss: 0.2870 || KD Loss: 0.0284|| 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, 18:02:19 || Estimated Time: 3:54:09
2023-07-27 04:48:52,029 semantic_segmentation INFO: Iters: 141640/150000 || Lr: 0.001488 || Task Loss: 0.2766 || KD Loss: 0.0325|| 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, 18:02:36 || Estimated Time: 3:53:53
2023-07-27 04:49:08,834 semantic_segmentation INFO: Iters: 141650/150000 || Lr: 0.001486 || Task Loss: 0.3074 || KD Loss: 0.0414|| 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, 18:02:53 || Estimated Time: 3:53:36
2023-07-27 04:49:25,734 semantic_segmentation INFO: Iters: 141660/150000 || Lr: 0.001485 || Task Loss: 0.2704 || KD Loss: 0.0433|| 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, 18:03:10 || Estimated Time: 3:53:19
2023-07-27 04:49:42,506 semantic_segmentation INFO: Iters: 141670/150000 || Lr: 0.001483 || Task Loss: 0.4116 || KD Loss: 0.0407|| 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, 18:03:26 || Estimated Time: 3:53:02
2023-07-27 04:49:59,348 semantic_segmentation INFO: Iters: 141680/150000 || Lr: 0.001482 || Task Loss: 0.3040 || KD Loss: 0.0369|| 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, 18:03:43 || Estimated Time: 3:52:45
2023-07-27 04:50:16,130 semantic_segmentation INFO: Iters: 141690/150000 || Lr: 0.001480 || Task Loss: 0.3186 || KD Loss: 0.0374|| 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, 18:04:00 || Estimated Time: 3:52:29
2023-07-27 04:50:33,471 semantic_segmentation INFO: Iters: 141700/150000 || Lr: 0.001478 || Task Loss: 0.2863 || KD Loss: 0.0334|| 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, 18:04:17 || Estimated Time: 3:52:12
2023-07-27 04:50:50,133 semantic_segmentation INFO: Iters: 141710/150000 || Lr: 0.001477 || Task Loss: 0.2272 || KD Loss: 0.0533|| 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, 18:04:34 || Estimated Time: 3:51:55
2023-07-27 04:51:06,889 semantic_segmentation INFO: Iters: 141720/150000 || Lr: 0.001475 || Task Loss: 0.3106 || KD Loss: 0.0815|| 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, 18:04:51 || Estimated Time: 3:51:38
2023-07-27 04:51:23,628 semantic_segmentation INFO: Iters: 141730/150000 || Lr: 0.001473 || Task Loss: 0.3131 || KD Loss: 0.0443|| 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, 18:05:08 || Estimated Time: 3:51:21
2023-07-27 04:51:40,489 semantic_segmentation INFO: Iters: 141740/150000 || Lr: 0.001472 || Task Loss: 0.2539 || KD Loss: 0.0386|| 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, 18:05:24 || Estimated Time: 3:51:05
2023-07-27 04:51:57,233 semantic_segmentation INFO: Iters: 141750/150000 || Lr: 0.001470 || Task Loss: 0.2998 || KD Loss: 0.0462|| 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, 18:05:41 || Estimated Time: 3:50:48
2023-07-27 04:52:14,041 semantic_segmentation INFO: Iters: 141760/150000 || Lr: 0.001469 || Task Loss: 0.2187 || KD Loss: 0.0309|| 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, 18:05:58 || Estimated Time: 3:50:31
2023-07-27 04:52:31,234 semantic_segmentation INFO: Iters: 141770/150000 || Lr: 0.001467 || Task Loss: 0.2221 || KD Loss: 0.0317|| 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, 18:06:15 || Estimated Time: 3:50:14
2023-07-27 04:52:47,916 semantic_segmentation INFO: Iters: 141780/150000 || Lr: 0.001465 || Task Loss: 0.1954 || 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, 18:06:32 || Estimated Time: 3:49:58
2023-07-27 04:53:04,744 semantic_segmentation INFO: Iters: 141790/150000 || Lr: 0.001464 || Task Loss: 0.3051 || 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, 18:06:49 || Estimated Time: 3:49:41
2023-07-27 04:53:22,095 semantic_segmentation INFO: Iters: 141800/150000 || Lr: 0.001462 || Task Loss: 0.1964 || KD Loss: 0.0214|| 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, 18:07:06 || Estimated Time: 3:49:24
2023-07-27 04:53:38,704 semantic_segmentation INFO: Iters: 141810/150000 || Lr: 0.001461 || Task Loss: 0.2420 || KD Loss: 0.0390|| 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, 18:07:23 || Estimated Time: 3:49:07
2023-07-27 04:53:55,532 semantic_segmentation INFO: Iters: 141820/150000 || Lr: 0.001459 || Task Loss: 0.2585 || KD Loss: 0.0284|| 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, 18:07:40 || Estimated Time: 3:48:50
2023-07-27 04:54:12,315 semantic_segmentation INFO: Iters: 141830/150000 || Lr: 0.001457 || Task Loss: 0.1988 || KD Loss: 0.0268|| 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, 18:07:56 || Estimated Time: 3:48:34
2023-07-27 04:54:29,614 semantic_segmentation INFO: Iters: 141840/150000 || Lr: 0.001456 || Task Loss: 0.2631 || KD Loss: 0.0330|| 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, 18:08:14 || Estimated Time: 3:48:17
2023-07-27 04:54:46,298 semantic_segmentation INFO: Iters: 141850/150000 || Lr: 0.001454 || Task Loss: 0.3057 || KD Loss: 0.0310|| 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, 18:08:30 || Estimated Time: 3:48:00
2023-07-27 04:55:03,045 semantic_segmentation INFO: Iters: 141860/150000 || Lr: 0.001453 || Task Loss: 0.3618 || KD Loss: 0.0728|| 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, 18:08:47 || Estimated Time: 3:47:43
2023-07-27 04:55:19,725 semantic_segmentation INFO: Iters: 141870/150000 || Lr: 0.001451 || Task Loss: 0.2968 || KD Loss: 0.0382|| 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, 18:09:04 || Estimated Time: 3:47:27
2023-07-27 04:55:36,610 semantic_segmentation INFO: Iters: 141880/150000 || Lr: 0.001449 || Task Loss: 0.2694 || KD Loss: 0.0485|| 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, 18:09:21 || Estimated Time: 3:47:10
2023-07-27 04:55:53,589 semantic_segmentation INFO: Iters: 141890/150000 || Lr: 0.001448 || Task Loss: 0.3407 || KD Loss: 0.0337|| 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, 18:09:38 || Estimated Time: 3:46:53
2023-07-27 04:56:10,392 semantic_segmentation INFO: Iters: 141900/150000 || Lr: 0.001446 || Task Loss: 0.1911 || KD Loss: 0.0241|| 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, 18:09:54 || Estimated Time: 3:46:36
2023-07-27 04:56:27,082 semantic_segmentation INFO: Iters: 141910/150000 || Lr: 0.001445 || Task Loss: 0.1727 || KD Loss: 0.0325|| 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, 18:10:11 || Estimated Time: 3:46:19
2023-07-27 04:56:43,853 semantic_segmentation INFO: Iters: 141920/150000 || Lr: 0.001443 || Task Loss: 0.2767 || KD Loss: 0.0374|| 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, 18:10:28 || Estimated Time: 3:46:03
2023-07-27 04:57:00,670 semantic_segmentation INFO: Iters: 141930/150000 || Lr: 0.001441 || Task Loss: 0.2657 || KD Loss: 0.0332|| 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, 18:10:45 || Estimated Time: 3:45:46
2023-07-27 04:57:17,428 semantic_segmentation INFO: Iters: 141940/150000 || Lr: 0.001440 || Task Loss: 0.2843 || 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, 18:11:01 || Estimated Time: 3:45:29
2023-07-27 04:57:34,539 semantic_segmentation INFO: Iters: 141950/150000 || Lr: 0.001438 || Task Loss: 0.2516 || KD Loss: 0.0325|| 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, 18:11:19 || Estimated Time: 3:45:12
2023-07-27 04:57:54,792 semantic_segmentation INFO: Iters: 141960/150000 || Lr: 0.001437 || Task Loss: 0.2537 || KD Loss: 0.0273|| 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, 18:11:39 || Estimated Time: 3:44:56
2023-07-27 04:58:11,518 semantic_segmentation INFO: Iters: 141970/150000 || Lr: 0.001435 || Task Loss: 0.3450 || KD Loss: 0.0500|| 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, 18:11:55 || Estimated Time: 3:44:39
2023-07-27 04:58:28,283 semantic_segmentation INFO: Iters: 141980/150000 || Lr: 0.001433 || Task Loss: 0.2373 || KD Loss: 0.0319|| 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, 18:12:12 || Estimated Time: 3:44:22
2023-07-27 04:58:45,062 semantic_segmentation INFO: Iters: 141990/150000 || Lr: 0.001432 || Task Loss: 0.2748 || KD Loss: 0.0395|| 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, 18:12:29 || Estimated Time: 3:44:05
2023-07-27 04:59:01,881 semantic_segmentation INFO: Iters: 142000/150000 || Lr: 0.001430 || Task Loss: 0.2442 || KD Loss: 0.0326|| 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, 18:12:46 || Estimated Time: 3:43:49
2023-07-27 04:59:18,615 semantic_segmentation INFO: Iters: 142010/150000 || Lr: 0.001429 || Task Loss: 0.2956 || KD Loss: 0.0466|| 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, 18:13:03 || Estimated Time: 3:43:32
2023-07-27 04:59:35,413 semantic_segmentation INFO: Iters: 142020/150000 || Lr: 0.001427 || Task Loss: 0.3056 || KD Loss: 0.0472|| 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, 18:13:19 || Estimated Time: 3:43:15
2023-07-27 04:59:52,150 semantic_segmentation INFO: Iters: 142030/150000 || Lr: 0.001425 || Task Loss: 0.1824 || KD Loss: 0.0195|| 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, 18:13:36 || Estimated Time: 3:42:58
2023-07-27 05:00:08,945 semantic_segmentation INFO: Iters: 142040/150000 || Lr: 0.001424 || Task Loss: 0.1557 || KD Loss: 0.0274|| 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, 18:13:53 || Estimated Time: 3:42:41
2023-07-27 05:00:25,662 semantic_segmentation INFO: Iters: 142050/150000 || Lr: 0.001422 || Task Loss: 0.3036 || KD Loss: 0.0584|| 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, 18:14:10 || Estimated Time: 3:42:25
2023-07-27 05:00:42,471 semantic_segmentation INFO: Iters: 142060/150000 || Lr: 0.001420 || Task Loss: 0.2313 || KD Loss: 0.0329|| 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, 18:14:26 || Estimated Time: 3:42:08
2023-07-27 05:00:59,594 semantic_segmentation INFO: Iters: 142070/150000 || Lr: 0.001419 || Task Loss: 0.1763 || KD Loss: 0.0288|| 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, 18:14:44 || Estimated Time: 3:41:51
2023-07-27 05:01:16,267 semantic_segmentation INFO: Iters: 142080/150000 || Lr: 0.001417 || Task Loss: 0.2462 || KD Loss: 0.0235|| 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, 18:15:00 || Estimated Time: 3:41:34
2023-07-27 05:01:33,174 semantic_segmentation INFO: Iters: 142090/150000 || Lr: 0.001416 || Task Loss: 0.3331 || KD Loss: 0.0334|| 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, 18:15:17 || Estimated Time: 3:41:17
2023-07-27 05:01:49,950 semantic_segmentation INFO: Iters: 142100/150000 || Lr: 0.001414 || Task Loss: 0.3265 || KD Loss: 0.0436|| 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, 18:15:34 || Estimated Time: 3:41:01
2023-07-27 05:02:06,655 semantic_segmentation INFO: Iters: 142110/150000 || Lr: 0.001412 || Task Loss: 0.2228 || KD Loss: 0.0317|| 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, 18:15:51 || Estimated Time: 3:40:44
2023-07-27 05:02:23,844 semantic_segmentation INFO: Iters: 142120/150000 || Lr: 0.001411 || Task Loss: 0.2454 || KD Loss: 0.0319|| 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, 18:16:08 || Estimated Time: 3:40:27
2023-07-27 05:02:40,532 semantic_segmentation INFO: Iters: 142130/150000 || Lr: 0.001409 || Task Loss: 0.2678 || KD Loss: 0.0434|| 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, 18:16:25 || Estimated Time: 3:40:10
2023-07-27 05:02:57,236 semantic_segmentation INFO: Iters: 142140/150000 || Lr: 0.001408 || Task Loss: 0.2440 || KD Loss: 0.0341|| 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, 18:16:41 || Estimated Time: 3:39:54
2023-07-27 05:03:14,036 semantic_segmentation INFO: Iters: 142150/150000 || Lr: 0.001406 || Task Loss: 0.1824 || KD Loss: 0.0236|| 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, 18:16:58 || Estimated Time: 3:39:37
2023-07-27 05:03:30,770 semantic_segmentation INFO: Iters: 142160/150000 || Lr: 0.001404 || Task Loss: 0.2935 || KD Loss: 0.0326|| 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, 18:17:15 || Estimated Time: 3:39:20
2023-07-27 05:03:47,519 semantic_segmentation INFO: Iters: 142170/150000 || Lr: 0.001403 || Task Loss: 0.2069 || KD Loss: 0.0249|| 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, 18:17:31 || Estimated Time: 3:39:03
2023-07-27 05:04:04,191 semantic_segmentation INFO: Iters: 142180/150000 || Lr: 0.001401 || Task Loss: 0.2077 || KD Loss: 0.0286|| 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, 18:17:48 || Estimated Time: 3:38:46
2023-07-27 05:04:20,999 semantic_segmentation INFO: Iters: 142190/150000 || Lr: 0.001400 || Task Loss: 0.2223 || KD Loss: 0.0318|| 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, 18:18:05 || Estimated Time: 3:38:30
2023-07-27 05:04:37,807 semantic_segmentation INFO: Iters: 142200/150000 || Lr: 0.001398 || Task Loss: 0.2876 || KD Loss: 0.0275|| 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, 18:18:22 || Estimated Time: 3:38:13
2023-07-27 05:04:54,605 semantic_segmentation INFO: Iters: 142210/150000 || Lr: 0.001396 || Task Loss: 0.1969 || KD Loss: 0.0329|| 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, 18:18:39 || Estimated Time: 3:37:56
2023-07-27 05:05:11,231 semantic_segmentation INFO: Iters: 142220/150000 || Lr: 0.001395 || Task Loss: 0.2502 || KD Loss: 0.0401|| 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, 18:18:55 || Estimated Time: 3:37:39
2023-07-27 05:05:27,969 semantic_segmentation INFO: Iters: 142230/150000 || Lr: 0.001393 || Task Loss: 0.3320 || KD Loss: 0.0387|| 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, 18:19:12 || Estimated Time: 3:37:22
2023-07-27 05:05:44,756 semantic_segmentation INFO: Iters: 142240/150000 || Lr: 0.001391 || Task Loss: 0.3016 || KD Loss: 0.0408|| 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, 18:19:29 || Estimated Time: 3:37:06
2023-07-27 05:06:01,565 semantic_segmentation INFO: Iters: 142250/150000 || Lr: 0.001390 || Task Loss: 0.2299 || KD Loss: 0.0444|| 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, 18:19:46 || Estimated Time: 3:36:49
2023-07-27 05:06:18,354 semantic_segmentation INFO: Iters: 142260/150000 || Lr: 0.001388 || Task Loss: 0.2498 || KD Loss: 0.0308|| 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, 18:20:02 || Estimated Time: 3:36:32
2023-07-27 05:06:35,089 semantic_segmentation INFO: Iters: 142270/150000 || Lr: 0.001387 || Task Loss: 0.2761 || KD Loss: 0.0361|| 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, 18:20:19 || Estimated Time: 3:36:15
2023-07-27 05:06:52,502 semantic_segmentation INFO: Iters: 142280/150000 || Lr: 0.001385 || Task Loss: 0.2297 || KD Loss: 0.0325|| 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, 18:20:36 || Estimated Time: 3:35:59
2023-07-27 05:07:09,141 semantic_segmentation INFO: Iters: 142290/150000 || Lr: 0.001383 || Task Loss: 0.2584 || KD Loss: 0.0343|| 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, 18:20:53 || Estimated Time: 3:35:42
2023-07-27 05:07:25,931 semantic_segmentation INFO: Iters: 142300/150000 || Lr: 0.001382 || Task Loss: 0.2255 || KD Loss: 0.0280|| 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, 18:21:10 || Estimated Time: 3:35:25
2023-07-27 05:07:42,719 semantic_segmentation INFO: Iters: 142310/150000 || Lr: 0.001380 || Task Loss: 0.2728 || KD Loss: 0.0585|| 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, 18:21:27 || Estimated Time: 3:35:08
2023-07-27 05:07:59,436 semantic_segmentation INFO: Iters: 142320/150000 || Lr: 0.001379 || Task Loss: 0.2990 || KD Loss: 0.0549|| 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, 18:21:43 || Estimated Time: 3:34:51
2023-07-27 05:08:16,386 semantic_segmentation INFO: Iters: 142330/150000 || Lr: 0.001377 || Task Loss: 0.2938 || KD Loss: 0.0543|| 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, 18:22:00 || Estimated Time: 3:34:35
2023-07-27 05:08:33,149 semantic_segmentation INFO: Iters: 142340/150000 || Lr: 0.001375 || Task Loss: 0.1701 || KD Loss: 0.0228|| 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, 18:22:17 || Estimated Time: 3:34:18
2023-07-27 05:08:49,898 semantic_segmentation INFO: Iters: 142350/150000 || Lr: 0.001374 || Task Loss: 0.2939 || KD Loss: 0.0330|| 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, 18:22:34 || Estimated Time: 3:34:01
2023-07-27 05:09:06,702 semantic_segmentation INFO: Iters: 142360/150000 || Lr: 0.001372 || Task Loss: 0.1830 || KD Loss: 0.0280|| 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, 18:22:51 || Estimated Time: 3:33:44
2023-07-27 05:09:23,444 semantic_segmentation INFO: Iters: 142370/150000 || Lr: 0.001370 || Task Loss: 0.2450 || KD Loss: 0.0238|| 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, 18:23:07 || Estimated Time: 3:33:27
2023-07-27 05:09:40,177 semantic_segmentation INFO: Iters: 142380/150000 || Lr: 0.001369 || Task Loss: 0.2876 || KD Loss: 0.0251|| 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, 18:23:24 || Estimated Time: 3:33:11
2023-07-27 05:09:56,859 semantic_segmentation INFO: Iters: 142390/150000 || Lr: 0.001367 || Task Loss: 0.2714 || KD Loss: 0.0394|| 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, 18:23:41 || Estimated Time: 3:32:54
2023-07-27 05:10:13,669 semantic_segmentation INFO: Iters: 142400/150000 || Lr: 0.001366 || Task Loss: 0.2512 || KD Loss: 0.0351|| 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, 18:23:58 || Estimated Time: 3:32:37
2023-07-27 05:10:13,788 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 05:10:14,241 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-27 05:10:14,275 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.135
2023-07-27 05:10:14,287 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.170
2023-07-27 05:10:14,301 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-27 05:10:14,314 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.245
2023-07-27 05:10:14,326 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.289
2023-07-27 05:10:14,339 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.334
2023-07-27 05:10:14,354 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.339
2023-07-27 05:10:14,366 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.379
2023-07-27 05:10:14,379 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.425
2023-07-27 05:10:14,393 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.474
2023-07-27 05:10:14,407 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.520
2023-07-27 05:10:14,419 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.517
2023-07-27 05:10:14,433 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.499
2023-07-27 05:10:14,448 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.498
2023-07-27 05:10:14,460 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.963, mIoU: 0.494
2023-07-27 05:10:14,471 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.479
2023-07-27 05:10:14,483 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.479
2023-07-27 05:10:14,497 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.477
2023-07-27 05:10:14,512 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.537
2023-07-27 05:10:14,526 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.538
2023-07-27 05:10:14,542 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.544
2023-07-27 05:10:14,557 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.578
2023-07-27 05:10:14,573 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.579
2023-07-27 05:10:14,589 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.578
2023-07-27 05:10:14,603 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.577
2023-07-27 05:10:14,617 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.581
2023-07-27 05:10:14,628 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.583
2023-07-27 05:10:14,643 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.570
2023-07-27 05:10:14,658 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.571
2023-07-27 05:10:14,671 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.571
2023-07-27 05:10:14,686 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.571
2023-07-27 05:10:14,701 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.580
2023-07-27 05:10:14,715 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.577
2023-07-27 05:10:14,730 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.621
2023-07-27 05:10:14,746 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.622
2023-07-27 05:10:14,760 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.622
2023-07-27 05:10:14,773 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 05:10:14,791 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.668
2023-07-27 05:10:14,807 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.956, mIoU: 0.667
2023-07-27 05:10:14,820 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.684
2023-07-27 05:10:14,836 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.683
2023-07-27 05:10:14,851 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.679
2023-07-27 05:10:14,865 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.679
2023-07-27 05:10:14,880 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-27 05:10:14,896 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 05:10:14,910 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 05:10:14,923 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.696
2023-07-27 05:10:14,938 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.697
2023-07-27 05:10:14,953 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 05:10:14,969 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 05:10:14,983 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 05:10:14,996 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-27 05:10:15,011 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 05:10:15,026 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 05:10:15,039 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 05:10:15,053 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-27 05:10:15,070 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 05:10:15,082 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-27 05:10:15,097 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-27 05:10:15,110 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-27 05:10:15,124 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-27 05:10:15,137 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.728
2023-07-27 05:10:15,154 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.731
2023-07-27 05:10:15,168 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.730
2023-07-27 05:10:15,184 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.730
2023-07-27 05:10:15,199 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.956, mIoU: 0.730
2023-07-27 05:10:15,213 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.956, mIoU: 0.776
2023-07-27 05:10:15,229 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.957, mIoU: 0.776
2023-07-27 05:10:15,245 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.774
2023-07-27 05:10:15,261 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 05:10:15,274 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 05:10:15,290 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 05:10:15,305 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 05:10:15,320 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.794
2023-07-27 05:10:15,335 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.793
2023-07-27 05:10:15,351 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 05:10:15,360 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 05:10:15,375 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.787
2023-07-27 05:10:15,391 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.787
2023-07-27 05:10:15,404 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.789
2023-07-27 05:10:15,418 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.789
2023-07-27 05:10:15,433 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.787
2023-07-27 05:10:15,447 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-27 05:10:15,462 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-27 05:10:15,477 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 05:10:15,491 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 05:10:15,506 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-27 05:10:15,520 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.781
2023-07-27 05:10:15,533 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.781
2023-07-27 05:10:15,547 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-27 05:10:15,562 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-27 05:10:15,577 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 05:10:15,592 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 05:10:15,607 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.777
2023-07-27 05:10:15,622 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.775
2023-07-27 05:10:15,635 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.775
2023-07-27 05:10:15,648 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.776
2023-07-27 05:10:15,662 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-27 05:10:15,676 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.776
2023-07-27 05:10:15,690 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-27 05:10:15,704 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,717 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.776
2023-07-27 05:10:15,733 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-27 05:10:15,748 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-27 05:10:15,761 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-27 05:10:15,776 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.776
2023-07-27 05:10:15,791 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.775
2023-07-27 05:10:15,805 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.776
2023-07-27 05:10:15,820 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,833 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,847 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,862 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,877 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.775
2023-07-27 05:10:15,892 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 05:10:15,905 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 05:10:15,918 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 05:10:15,933 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 05:10:15,946 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 05:10:15,961 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 05:10:15,976 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 05:10:15,989 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 05:10:16,002 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 05:10:16,017 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 05:10:16,032 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 05:10:16,041 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 05:10:16,053 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.949, mIoU: 0.768
2023-07-27 05:10:16,069 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.761
2023-07-27 05:10:16,077 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.761
2023-07-27 05:10:16,090 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 05:10:16,105 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.766
2023-07-27 05:10:16,120 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.766
2023-07-27 05:10:16,133 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 05:10:16,148 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 05:10:16,161 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 05:10:16,174 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.767
2023-07-27 05:10:16,189 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-27 05:10:16,202 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-27 05:10:16,217 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-27 05:10:16,231 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.761
2023-07-27 05:10:16,247 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.762
2023-07-27 05:10:16,262 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.762
2023-07-27 05:10:16,277 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 05:10:16,293 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 05:10:16,308 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.949, mIoU: 0.766
2023-07-27 05:10:16,322 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.765
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2023-07-27 05:10:21,905 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 05:10:23,169 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-27 05:10:23,304 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.940, mIoU: 0.746
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2023-07-27 05:10:23,331 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.940, mIoU: 0.745
2023-07-27 05:10:23,344 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-27 05:10:24,698 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,711 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,724 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,739 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,755 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:24,770 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,785 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,797 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,811 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,826 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,839 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,854 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:24,871 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,885 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,901 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,915 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,931 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,947 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,960 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:24,973 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:24,987 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,002 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,015 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,030 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,045 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,058 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,071 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,086 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,101 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,117 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,130 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,144 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,157 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,172 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,185 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,198 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,213 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,229 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,242 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,258 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,274 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:25,289 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,305 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,320 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,332 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,347 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,361 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,374 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,387 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,402 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,415 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,428 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,442 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:25,458 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,473 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,489 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,502 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,515 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,530 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,545 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,560 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,575 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,588 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:25,601 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,613 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,629 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,645 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:25,659 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:25,673 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:25,686 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,699 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,714 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,729 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:10:25,742 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,757 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,770 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,786 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:10:25,799 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:10:25,814 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:10:25,828 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,843 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,858 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:25,871 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,886 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,901 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,916 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:25,932 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,947 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,962 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,976 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:25,990 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,005 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:26,019 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,032 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,045 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,058 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,074 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,088 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:26,104 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:26,118 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,130 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,144 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,159 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,174 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,187 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,202 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,217 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,230 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,245 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,261 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,276 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,289 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,301 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,318 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,333 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,349 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,362 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,377 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:26,392 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:26,408 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:26,422 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:26,434 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:26,449 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:26,461 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,476 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,489 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,502 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,517 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:26,529 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:26,543 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,557 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:26,572 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:26,585 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,600 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,614 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,628 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,643 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,658 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,673 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,688 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,698 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,712 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,724 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,739 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,754 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,769 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,782 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,797 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,812 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,827 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,843 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,858 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,871 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,887 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,902 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,917 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,931 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,947 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:26,962 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,978 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:26,991 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,005 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,020 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,033 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,047 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,061 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,074 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,088 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,101 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:27,114 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:27,129 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:27,143 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:27,158 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,172 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,187 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,200 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,212 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,227 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,240 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,253 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,268 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,283 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,299 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,315 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,329 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,343 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,359 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,375 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,388 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,404 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,417 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,433 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,447 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,462 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,476 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:27,490 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:27,499 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,515 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,530 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,542 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,555 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,570 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,584 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,596 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,610 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,625 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,639 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,654 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 05:10:27,668 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,685 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,700 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,713 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,727 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-27 05:10:27,742 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,756 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:27,768 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,783 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,798 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,813 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,820 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,833 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,846 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,859 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,870 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:27,885 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,900 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,914 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:27,926 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,939 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:27,955 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,966 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:27,982 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:27,995 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,009 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,024 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,039 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,053 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,065 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,078 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,093 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,108 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,122 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,137 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,149 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,159 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,171 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,183 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,195 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,209 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,222 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:28,236 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:28,252 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:28,267 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:28,281 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,296 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,311 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,327 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,343 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,357 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,371 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,386 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,401 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,414 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,427 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,442 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,455 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,471 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,483 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,498 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,513 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,530 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,545 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,558 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,572 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,587 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,601 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,615 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,628 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,641 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,655 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:10:28,669 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:10:28,684 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:10:28,699 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:10:28,714 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:10:28,729 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:10:28,744 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,759 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,771 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,786 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,797 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,810 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,825 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,837 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,852 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,866 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:28,881 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 05:10:28,897 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,912 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,927 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,942 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,954 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,971 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:28,984 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:28,999 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,014 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,026 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,041 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,054 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,069 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,084 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,099 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,114 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,129 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,143 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,156 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,171 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,184 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,198 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,214 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,229 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,244 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,257 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,271 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,286 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,301 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,316 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,330 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,343 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,357 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,372 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:10:29,386 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,401 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,415 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,430 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,443 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,458 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,473 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,488 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,502 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:10:29,517 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:29,530 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:29,546 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:29,561 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:29,576 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:10:29,589 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:10:29,618 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:29,634 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:10:29,677 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:10:29,763 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:10:29,883 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:29,898 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:29,911 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:29,925 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:29,940 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:29,955 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:29,970 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:29,988 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,003 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,020 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:10:30,035 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,048 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,063 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,078 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,093 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,105 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,118 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,132 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,188 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,228 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,243 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,357 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,411 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,521 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 05:10:30,665 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,677 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:10:30,777 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 05:10:30,804 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-27 05:10:30,818 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 05:10:30,931 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:30,944 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.942, mIoU: 0.743
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2023-07-27 05:10:30,976 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:10:31,002 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:10:31,090 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:31,104 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:10:31,116 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:10:31,348 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,364 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,378 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,391 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,406 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 05:10:31,436 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,447 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,461 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,476 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,487 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,501 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,516 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,531 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,545 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,557 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,573 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,587 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,602 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,615 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,631 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,644 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,657 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:31,672 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,687 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,702 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:31,716 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,733 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,746 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,760 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,774 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,788 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,802 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,815 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,828 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,844 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,858 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,873 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,885 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,898 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,912 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:31,926 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,938 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,951 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,966 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,982 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:31,997 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,012 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,028 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,043 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,056 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,071 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,085 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,099 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,114 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:32,129 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,144 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,158 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,172 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:10:32,187 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:32,200 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:32,214 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:32,229 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:32,243 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,258 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 05:10:32,301 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,313 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,326 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 05:10:32,368 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 05:10:32,428 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.941, mIoU: 0.742
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2023-07-27 05:10:32,577 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:32,590 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:32,605 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 05:10:32,720 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:32,735 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 05:10:32,764 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:32,779 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:32,794 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:32,807 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:32,821 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:32,837 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,851 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,866 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,878 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,892 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,906 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,920 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,934 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,947 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:32,961 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 05:10:32,976 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:32,990 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:33,005 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:10:33,020 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,036 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,051 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,062 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 05:10:33,076 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 05:10:33,088 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 05:10:33,101 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 05:10:33,117 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,132 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,146 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,159 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,172 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,185 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,200 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,214 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,229 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,244 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,257 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,271 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,286 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,299 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,314 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,329 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:33,343 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,357 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,368 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,384 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 05:10:33,398 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:33,413 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:33,428 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:10:33,441 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:33,453 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 05:10:33,467 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:10:33,482 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,496 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,509 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,521 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,536 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,551 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,565 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,578 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,593 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,610 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,625 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,640 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,655 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,663 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,677 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,690 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,703 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,717 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,732 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,746 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,762 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,777 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,791 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 05:10:33,807 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:33,819 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:33,835 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,851 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,866 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,881 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,896 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,913 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,925 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,940 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,954 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,969 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,982 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:33,995 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,009 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,025 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,040 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,055 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,070 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,084 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,099 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,111 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,126 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,139 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,153 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,168 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,182 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,197 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,210 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,225 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,240 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,255 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,270 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,284 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,300 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,314 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,328 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,343 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,356 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.940, mIoU: 0.741
2023-07-27 05:10:34,371 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,386 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,400 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,415 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,430 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,443 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,453 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,467 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,480 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,494 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,509 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,523 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,538 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,549 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,558 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,574 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,588 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,603 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,616 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,631 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,646 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,660 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,675 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,690 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,704 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,718 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,731 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,746 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,761 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,775 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,788 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,803 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,817 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-27 05:10:34,832 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,848 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,861 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,874 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,888 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:10:34,905 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.940, mIoU: 0.742
2023-07-27 05:10:51,541 semantic_segmentation INFO: Iters: 142410/150000 || Lr: 0.001364 || Task Loss: 0.2722 || KD Loss: 0.0314|| 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, 18:24:36 || Estimated Time: 3:32:21
2023-07-27 05:11:08,216 semantic_segmentation INFO: Iters: 142420/150000 || Lr: 0.001362 || Task Loss: 0.2472 || KD Loss: 0.0268|| 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, 18:24:52 || Estimated Time: 3:32:05
2023-07-27 05:11:25,032 semantic_segmentation INFO: Iters: 142430/150000 || Lr: 0.001361 || Task Loss: 0.3274 || KD Loss: 0.0349|| 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, 18:25:09 || Estimated Time: 3:31:48
2023-07-27 05:11:41,831 semantic_segmentation INFO: Iters: 142440/150000 || Lr: 0.001359 || Task Loss: 0.2450 || KD Loss: 0.0387|| 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, 18:25:26 || Estimated Time: 3:31:31
2023-07-27 05:11:58,564 semantic_segmentation INFO: Iters: 142450/150000 || Lr: 0.001358 || Task Loss: 0.3394 || KD Loss: 0.0558|| 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, 18:25:43 || Estimated Time: 3:31:14
2023-07-27 05:12:15,319 semantic_segmentation INFO: Iters: 142460/150000 || Lr: 0.001356 || Task Loss: 0.1864 || KD Loss: 0.0255|| 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, 18:25:59 || Estimated Time: 3:30:58
2023-07-27 05:12:32,118 semantic_segmentation INFO: Iters: 142470/150000 || Lr: 0.001354 || Task Loss: 0.1973 || KD Loss: 0.0238|| 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, 18:26:16 || Estimated Time: 3:30:41
2023-07-27 05:12:48,958 semantic_segmentation INFO: Iters: 142480/150000 || Lr: 0.001353 || Task Loss: 0.2706 || KD Loss: 0.0439|| 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, 18:26:33 || Estimated Time: 3:30:24
2023-07-27 05:13:05,755 semantic_segmentation INFO: Iters: 142490/150000 || Lr: 0.001351 || Task Loss: 0.3115 || KD Loss: 0.0540|| 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, 18:26:50 || Estimated Time: 3:30:07
2023-07-27 05:13:22,561 semantic_segmentation INFO: Iters: 142500/150000 || Lr: 0.001349 || Task Loss: 0.2517 || KD Loss: 0.0462|| 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, 18:27:07 || Estimated Time: 3:29:50
2023-07-27 05:13:39,736 semantic_segmentation INFO: Iters: 142510/150000 || Lr: 0.001348 || Task Loss: 0.2400 || KD Loss: 0.0368|| 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, 18:27:24 || Estimated Time: 3:29:34
2023-07-27 05:13:56,466 semantic_segmentation INFO: Iters: 142520/150000 || Lr: 0.001346 || Task Loss: 0.1778 || KD Loss: 0.1145|| 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, 18:27:40 || Estimated Time: 3:29:17
2023-07-27 05:14:13,287 semantic_segmentation INFO: Iters: 142530/150000 || Lr: 0.001345 || Task Loss: 0.1904 || KD Loss: 0.0345|| 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, 18:27:57 || Estimated Time: 3:29:00
2023-07-27 05:14:30,123 semantic_segmentation INFO: Iters: 142540/150000 || Lr: 0.001343 || Task Loss: 0.3809 || KD Loss: 0.0384|| 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, 18:28:14 || Estimated Time: 3:28:43
2023-07-27 05:14:46,852 semantic_segmentation INFO: Iters: 142550/150000 || Lr: 0.001341 || Task Loss: 0.2892 || KD Loss: 0.0300|| 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, 18:28:31 || Estimated Time: 3:28:26
2023-07-27 05:15:04,161 semantic_segmentation INFO: Iters: 142560/150000 || Lr: 0.001340 || Task Loss: 0.2407 || KD Loss: 0.0341|| 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, 18:28:48 || Estimated Time: 3:28:10
2023-07-27 05:15:20,858 semantic_segmentation INFO: Iters: 142570/150000 || Lr: 0.001338 || Task Loss: 0.2252 || KD Loss: 0.0280|| 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, 18:29:05 || Estimated Time: 3:27:53
2023-07-27 05:15:37,577 semantic_segmentation INFO: Iters: 142580/150000 || Lr: 0.001336 || Task Loss: 0.2101 || KD Loss: 0.0269|| 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, 18:29:22 || Estimated Time: 3:27:36
2023-07-27 05:15:54,369 semantic_segmentation INFO: Iters: 142590/150000 || Lr: 0.001335 || Task Loss: 0.2344 || KD Loss: 0.0329|| 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, 18:29:38 || Estimated Time: 3:27:19
2023-07-27 05:16:11,229 semantic_segmentation INFO: Iters: 142600/150000 || Lr: 0.001333 || Task Loss: 0.3658 || KD Loss: 0.0595|| 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, 18:29:55 || Estimated Time: 3:27:03
2023-07-27 05:16:28,168 semantic_segmentation INFO: Iters: 142610/150000 || Lr: 0.001332 || Task Loss: 0.2355 || KD Loss: 0.0266|| 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, 18:30:12 || Estimated Time: 3:26:46
2023-07-27 05:16:44,828 semantic_segmentation INFO: Iters: 142620/150000 || Lr: 0.001330 || Task Loss: 0.2045 || KD Loss: 0.0314|| 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, 18:30:29 || Estimated Time: 3:26:29
2023-07-27 05:17:01,616 semantic_segmentation INFO: Iters: 142630/150000 || Lr: 0.001328 || Task Loss: 0.3100 || KD Loss: 0.0382|| 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, 18:30:46 || Estimated Time: 3:26:12
2023-07-27 05:17:18,404 semantic_segmentation INFO: Iters: 142640/150000 || Lr: 0.001327 || Task Loss: 0.2248 || KD Loss: 0.0301|| 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, 18:31:02 || Estimated Time: 3:25:55
2023-07-27 05:17:35,195 semantic_segmentation INFO: Iters: 142650/150000 || Lr: 0.001325 || Task Loss: 0.2116 || KD Loss: 0.0306|| 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, 18:31:19 || Estimated Time: 3:25:39
2023-07-27 05:17:52,345 semantic_segmentation INFO: Iters: 142660/150000 || Lr: 0.001324 || Task Loss: 0.3053 || KD Loss: 0.0358|| 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, 18:31:36 || Estimated Time: 3:25:22
2023-07-27 05:18:09,057 semantic_segmentation INFO: Iters: 142670/150000 || Lr: 0.001322 || Task Loss: 0.2346 || KD Loss: 0.0282|| 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, 18:31:53 || Estimated Time: 3:25:05
2023-07-27 05:18:25,806 semantic_segmentation INFO: Iters: 142680/150000 || Lr: 0.001320 || Task Loss: 0.3275 || KD Loss: 0.0377|| 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, 18:32:10 || Estimated Time: 3:24:48
2023-07-27 05:18:42,597 semantic_segmentation INFO: Iters: 142690/150000 || Lr: 0.001319 || Task Loss: 0.2768 || KD Loss: 0.0270|| 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, 18:32:27 || Estimated Time: 3:24:31
2023-07-27 05:18:59,334 semantic_segmentation INFO: Iters: 142700/150000 || Lr: 0.001317 || Task Loss: 0.2162 || KD Loss: 0.0348|| 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, 18:32:43 || Estimated Time: 3:24:15
2023-07-27 05:19:16,148 semantic_segmentation INFO: Iters: 142710/150000 || Lr: 0.001315 || Task Loss: 0.2478 || KD Loss: 0.0326|| 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, 18:33:00 || Estimated Time: 3:23:58
2023-07-27 05:19:32,761 semantic_segmentation INFO: Iters: 142720/150000 || Lr: 0.001314 || Task Loss: 0.2758 || KD Loss: 0.0340|| 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, 18:33:17 || Estimated Time: 3:23:41
2023-07-27 05:19:49,644 semantic_segmentation INFO: Iters: 142730/150000 || Lr: 0.001312 || Task Loss: 0.1894 || KD Loss: 0.0308|| 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, 18:33:34 || Estimated Time: 3:23:24
2023-07-27 05:20:06,462 semantic_segmentation INFO: Iters: 142740/150000 || Lr: 0.001311 || Task Loss: 0.2138 || KD Loss: 0.0257|| 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, 18:33:50 || Estimated Time: 3:23:08
2023-07-27 05:20:23,159 semantic_segmentation INFO: Iters: 142750/150000 || Lr: 0.001309 || Task Loss: 0.2854 || KD Loss: 0.0398|| 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, 18:34:07 || Estimated Time: 3:22:51
2023-07-27 05:20:39,935 semantic_segmentation INFO: Iters: 142760/150000 || Lr: 0.001307 || Task Loss: 0.3168 || 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, 18:34:24 || Estimated Time: 3:22:34
2023-07-27 05:20:56,707 semantic_segmentation INFO: Iters: 142770/150000 || Lr: 0.001306 || Task Loss: 0.2061 || KD Loss: 0.0235|| 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, 18:34:41 || Estimated Time: 3:22:17
2023-07-27 05:21:13,498 semantic_segmentation INFO: Iters: 142780/150000 || Lr: 0.001304 || Task Loss: 0.2974 || KD Loss: 0.0483|| 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, 18:34:57 || Estimated Time: 3:22:00
2023-07-27 05:21:30,207 semantic_segmentation INFO: Iters: 142790/150000 || Lr: 0.001302 || Task Loss: 0.1876 || KD Loss: 0.0288|| 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, 18:35:14 || Estimated Time: 3:21:44
2023-07-27 05:21:47,017 semantic_segmentation INFO: Iters: 142800/150000 || Lr: 0.001301 || Task Loss: 0.1981 || KD Loss: 0.0265|| 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, 18:35:31 || Estimated Time: 3:21:27
2023-07-27 05:22:03,983 semantic_segmentation INFO: Iters: 142810/150000 || Lr: 0.001299 || Task Loss: 0.3276 || KD Loss: 0.0280|| 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, 18:35:48 || Estimated Time: 3:21:10
2023-07-27 05:22:24,189 semantic_segmentation INFO: Iters: 142820/150000 || Lr: 0.001298 || Task Loss: 0.2408 || KD Loss: 0.0448|| 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, 18:36:08 || Estimated Time: 3:20:53
2023-07-27 05:22:40,843 semantic_segmentation INFO: Iters: 142830/150000 || Lr: 0.001296 || Task Loss: 0.2110 || KD Loss: 0.0385|| 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, 18:36:25 || Estimated Time: 3:20:37
2023-07-27 05:22:57,974 semantic_segmentation INFO: Iters: 142840/150000 || Lr: 0.001294 || Task Loss: 0.2830 || KD Loss: 0.0481|| 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, 18:36:42 || Estimated Time: 3:20:20
2023-07-27 05:23:14,767 semantic_segmentation INFO: Iters: 142850/150000 || Lr: 0.001293 || Task Loss: 0.3097 || KD Loss: 0.0426|| 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, 18:36:59 || Estimated Time: 3:20:03
2023-07-27 05:23:31,523 semantic_segmentation INFO: Iters: 142860/150000 || Lr: 0.001291 || Task Loss: 0.3058 || KD Loss: 0.0325|| 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, 18:37:16 || Estimated Time: 3:19:46
2023-07-27 05:23:48,309 semantic_segmentation INFO: Iters: 142870/150000 || Lr: 0.001289 || Task Loss: 0.1452 || KD Loss: 0.0244|| 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, 18:37:32 || Estimated Time: 3:19:29
2023-07-27 05:24:05,004 semantic_segmentation INFO: Iters: 142880/150000 || Lr: 0.001288 || Task Loss: 0.3034 || KD Loss: 0.0393|| 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, 18:37:49 || Estimated Time: 3:19:13
2023-07-27 05:24:21,803 semantic_segmentation INFO: Iters: 142890/150000 || Lr: 0.001286 || Task Loss: 0.2567 || KD Loss: 0.0310|| 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, 18:38:06 || Estimated Time: 3:18:56
2023-07-27 05:24:38,628 semantic_segmentation INFO: Iters: 142900/150000 || Lr: 0.001285 || Task Loss: 0.2205 || KD Loss: 0.0447|| 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, 18:38:23 || Estimated Time: 3:18:39
2023-07-27 05:24:55,392 semantic_segmentation INFO: Iters: 142910/150000 || Lr: 0.001283 || Task Loss: 0.3381 || KD Loss: 0.0578|| 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, 18:38:39 || Estimated Time: 3:18:22
2023-07-27 05:25:12,185 semantic_segmentation INFO: Iters: 142920/150000 || Lr: 0.001281 || Task Loss: 0.2395 || KD Loss: 0.0357|| 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, 18:38:56 || Estimated Time: 3:18:06
2023-07-27 05:25:28,909 semantic_segmentation INFO: Iters: 142930/150000 || Lr: 0.001280 || Task Loss: 0.3078 || KD Loss: 0.0425|| 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, 18:39:13 || Estimated Time: 3:17:49
2023-07-27 05:25:45,569 semantic_segmentation INFO: Iters: 142940/150000 || Lr: 0.001278 || Task Loss: 0.2448 || KD Loss: 0.0355|| 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, 18:39:30 || Estimated Time: 3:17:32
2023-07-27 05:26:02,508 semantic_segmentation INFO: Iters: 142950/150000 || Lr: 0.001276 || Task Loss: 0.3031 || KD Loss: 0.0273|| 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, 18:39:46 || Estimated Time: 3:17:15
2023-07-27 05:26:19,286 semantic_segmentation INFO: Iters: 142960/150000 || Lr: 0.001275 || Task Loss: 0.2667 || KD Loss: 0.0235|| 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, 18:40:03 || Estimated Time: 3:16:58
2023-07-27 05:26:36,082 semantic_segmentation INFO: Iters: 142970/150000 || Lr: 0.001273 || Task Loss: 0.2687 || KD Loss: 0.0358|| 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, 18:40:20 || Estimated Time: 3:16:42
2023-07-27 05:26:52,784 semantic_segmentation INFO: Iters: 142980/150000 || Lr: 0.001271 || Task Loss: 0.2398 || KD Loss: 0.0307|| 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, 18:40:37 || Estimated Time: 3:16:25
2023-07-27 05:27:09,566 semantic_segmentation INFO: Iters: 142990/150000 || Lr: 0.001270 || Task Loss: 0.3144 || KD Loss: 0.0372|| 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, 18:40:54 || Estimated Time: 3:16:08
2023-07-27 05:27:26,367 semantic_segmentation INFO: Iters: 143000/150000 || Lr: 0.001268 || Task Loss: 0.2026 || KD Loss: 0.0279|| 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, 18:41:10 || Estimated Time: 3:15:51
2023-07-27 05:27:43,122 semantic_segmentation INFO: Iters: 143010/150000 || Lr: 0.001267 || Task Loss: 0.1657 || KD Loss: 0.0268|| 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, 18:41:27 || Estimated Time: 3:15:34
2023-07-27 05:27:59,910 semantic_segmentation INFO: Iters: 143020/150000 || Lr: 0.001265 || Task Loss: 0.3013 || KD Loss: 0.0365|| 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, 18:41:44 || Estimated Time: 3:15:18
2023-07-27 05:28:16,648 semantic_segmentation INFO: Iters: 143030/150000 || Lr: 0.001263 || Task Loss: 0.2093 || KD Loss: 0.0183|| 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, 18:42:01 || Estimated Time: 3:15:01
2023-07-27 05:28:33,359 semantic_segmentation INFO: Iters: 143040/150000 || Lr: 0.001262 || Task Loss: 0.2647 || KD Loss: 0.0364|| 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, 18:42:17 || Estimated Time: 3:14:44
2023-07-27 05:28:50,139 semantic_segmentation INFO: Iters: 143050/150000 || Lr: 0.001260 || Task Loss: 0.2957 || KD Loss: 0.0543|| 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, 18:42:34 || Estimated Time: 3:14:27
2023-07-27 05:29:06,903 semantic_segmentation INFO: Iters: 143060/150000 || Lr: 0.001258 || Task Loss: 0.2316 || KD Loss: 0.0233|| 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, 18:42:51 || Estimated Time: 3:14:10
2023-07-27 05:29:23,687 semantic_segmentation INFO: Iters: 143070/150000 || Lr: 0.001257 || Task Loss: 0.2775 || KD Loss: 0.0247|| 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, 18:43:08 || Estimated Time: 3:13:54
2023-07-27 05:29:40,462 semantic_segmentation INFO: Iters: 143080/150000 || Lr: 0.001255 || Task Loss: 0.2615 || KD Loss: 0.0309|| 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, 18:43:24 || Estimated Time: 3:13:37
2023-07-27 05:29:57,195 semantic_segmentation INFO: Iters: 143090/150000 || Lr: 0.001254 || Task Loss: 0.2503 || KD Loss: 0.0283|| 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, 18:43:41 || Estimated Time: 3:13:20
2023-07-27 05:30:14,007 semantic_segmentation INFO: Iters: 143100/150000 || Lr: 0.001252 || Task Loss: 0.2450 || KD Loss: 0.0361|| 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, 18:43:58 || Estimated Time: 3:13:03
2023-07-27 05:30:30,636 semantic_segmentation INFO: Iters: 143110/150000 || Lr: 0.001250 || Task Loss: 0.3266 || KD Loss: 0.0547|| 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, 18:44:15 || Estimated Time: 3:12:47
2023-07-27 05:30:47,431 semantic_segmentation INFO: Iters: 143120/150000 || Lr: 0.001249 || Task Loss: 0.2567 || KD Loss: 0.0367|| 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, 18:44:31 || Estimated Time: 3:12:30
2023-07-27 05:31:04,239 semantic_segmentation INFO: Iters: 143130/150000 || Lr: 0.001247 || Task Loss: 0.3102 || KD Loss: 0.0649|| 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, 18:44:48 || Estimated Time: 3:12:13
2023-07-27 05:31:21,031 semantic_segmentation INFO: Iters: 143140/150000 || Lr: 0.001245 || Task Loss: 0.2291 || KD Loss: 0.0307|| 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, 18:45:05 || Estimated Time: 3:11:56
2023-07-27 05:31:37,961 semantic_segmentation INFO: Iters: 143150/150000 || Lr: 0.001244 || Task Loss: 0.3444 || KD Loss: 0.0382|| 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, 18:45:22 || Estimated Time: 3:11:39
2023-07-27 05:31:55,146 semantic_segmentation INFO: Iters: 143160/150000 || Lr: 0.001242 || Task Loss: 0.1881 || KD Loss: 0.0195|| 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, 18:45:39 || Estimated Time: 3:11:23
2023-07-27 05:32:11,887 semantic_segmentation INFO: Iters: 143170/150000 || Lr: 0.001240 || Task Loss: 0.2646 || KD Loss: 0.0322|| 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, 18:45:56 || Estimated Time: 3:11:06
2023-07-27 05:32:28,591 semantic_segmentation INFO: Iters: 143180/150000 || Lr: 0.001239 || Task Loss: 0.3333 || KD Loss: 0.0440|| 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, 18:46:13 || Estimated Time: 3:10:49
2023-07-27 05:32:45,413 semantic_segmentation INFO: Iters: 143190/150000 || Lr: 0.001237 || Task Loss: 0.2530 || KD Loss: 0.0363|| 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, 18:46:29 || Estimated Time: 3:10:32
2023-07-27 05:33:02,457 semantic_segmentation INFO: Iters: 143200/150000 || Lr: 0.001236 || Task Loss: 0.2719 || KD Loss: 0.0432|| 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, 18:46:46 || Estimated Time: 3:10:15
2023-07-27 05:33:02,567 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 05:33:03,163 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 05:33:03,181 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-27 05:33:03,248 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-27 05:33:03,261 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-27 05:33:03,277 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.247
2023-07-27 05:33:03,289 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.290
2023-07-27 05:33:03,304 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.335
2023-07-27 05:33:03,318 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.340
2023-07-27 05:33:03,331 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.379
2023-07-27 05:33:03,345 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.424
2023-07-27 05:33:03,359 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.469
2023-07-27 05:33:03,374 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.515
2023-07-27 05:33:03,386 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.511
2023-07-27 05:33:03,400 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.493
2023-07-27 05:33:03,414 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.491
2023-07-27 05:33:03,427 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.486
2023-07-27 05:33:03,438 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.477
2023-07-27 05:33:03,451 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.478
2023-07-27 05:33:03,465 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.476
2023-07-27 05:33:03,481 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.534
2023-07-27 05:33:03,495 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.535
2023-07-27 05:33:03,510 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.542
2023-07-27 05:33:03,525 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.575
2023-07-27 05:33:03,541 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.576
2023-07-27 05:33:03,556 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.574
2023-07-27 05:33:03,570 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.579
2023-07-27 05:33:03,584 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.584
2023-07-27 05:33:03,595 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.585
2023-07-27 05:33:03,610 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.574
2023-07-27 05:33:03,624 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.574
2023-07-27 05:33:03,638 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.574
2023-07-27 05:33:03,655 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.574
2023-07-27 05:33:03,670 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.583
2023-07-27 05:33:03,685 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.581
2023-07-27 05:33:03,701 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-27 05:33:03,716 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-27 05:33:03,729 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.625
2023-07-27 05:33:03,742 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.957, mIoU: 0.670
2023-07-27 05:33:03,759 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.957, mIoU: 0.671
2023-07-27 05:33:03,772 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.957, mIoU: 0.670
2023-07-27 05:33:03,786 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.956, mIoU: 0.688
2023-07-27 05:33:03,801 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.957, mIoU: 0.687
2023-07-27 05:33:03,816 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-27 05:33:03,829 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.683
2023-07-27 05:33:03,844 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-27 05:33:03,859 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.956, mIoU: 0.696
2023-07-27 05:33:03,872 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-27 05:33:03,886 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-27 05:33:03,901 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.958, mIoU: 0.699
2023-07-27 05:33:03,919 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-27 05:33:03,935 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-27 05:33:03,950 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.689
2023-07-27 05:33:03,963 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.685
2023-07-27 05:33:03,979 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.686
2023-07-27 05:33:03,994 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 05:33:04,007 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-27 05:33:04,023 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-27 05:33:04,041 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.690
2023-07-27 05:33:04,054 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.690
2023-07-27 05:33:04,069 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.733
2023-07-27 05:33:04,083 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.955, mIoU: 0.733
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2023-07-27 05:33:04,111 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-27 05:33:04,129 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.956, mIoU: 0.732
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2023-07-27 05:33:04,173 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.731
2023-07-27 05:33:04,186 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.957, mIoU: 0.776
2023-07-27 05:33:04,201 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.958, mIoU: 0.777
2023-07-27 05:33:04,216 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.958, mIoU: 0.776
2023-07-27 05:33:04,232 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-27 05:33:04,245 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.958, mIoU: 0.795
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2023-07-27 05:33:04,329 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-27 05:33:04,345 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.788
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2023-07-27 05:33:04,389 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 05:33:04,404 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-27 05:33:04,419 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.767
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2023-07-27 05:33:04,450 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.769
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2023-07-27 05:33:04,496 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.771
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2023-07-27 05:33:04,525 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.768
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2023-07-27 05:33:04,557 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.771
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2023-07-27 05:33:04,587 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.769
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2023-07-27 05:33:04,629 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.770
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2023-07-27 05:33:04,741 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.770
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2023-07-27 05:33:04,940 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.763
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2023-07-27 05:33:05,053 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.745
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2023-07-27 05:33:05,075 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.751
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2023-07-27 05:33:05,504 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.764
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2023-07-27 05:33:05,587 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.756
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2023-07-27 05:33:09,700 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-27 05:33:09,912 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.940, mIoU: 0.736
2023-07-27 05:33:09,926 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-27 05:33:09,941 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-27 05:33:10,014 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.739
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2023-07-27 05:33:10,112 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-27 05:33:10,151 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:33:10,163 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-27 05:33:10,178 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 05:33:10,263 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:33:10,372 semantic_segmentation INFO: Sample: 501, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 05:33:10,531 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-27 05:33:10,545 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.942, mIoU: 0.742
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2023-07-27 05:33:10,590 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.941, mIoU: 0.736
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2023-07-27 05:33:10,632 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.941, mIoU: 0.737
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2023-07-27 05:33:10,661 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 05:33:10,676 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 05:33:10,688 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 05:33:10,703 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-27 05:33:10,718 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-27 05:33:10,730 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-27 05:33:10,745 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-27 05:33:10,795 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.941, mIoU: 0.743
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2023-07-27 05:33:10,940 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:11,013 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:11,070 semantic_segmentation INFO: Sample: 550, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:11,084 semantic_segmentation INFO: Sample: 551, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:11,099 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:11,111 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:11,126 semantic_segmentation INFO: Sample: 554, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:11,141 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:11,156 semantic_segmentation INFO: Sample: 556, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:11,169 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:11,199 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 05:33:11,272 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 05:33:11,781 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.744
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2023-07-27 05:33:12,427 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:12,440 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:12,454 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:12,467 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:12,481 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:12,495 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:12,510 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,526 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,540 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 05:33:12,555 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,568 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,582 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,597 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,610 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,623 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,637 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,653 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,668 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,681 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,696 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,712 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,728 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,741 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,754 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 05:33:12,762 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,777 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,793 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,808 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,823 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,838 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:12,853 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:12,868 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:12,882 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:12,895 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:12,909 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,923 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,937 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,952 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,963 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,976 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:12,988 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:13,002 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:13,014 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:13,033 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:13,047 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:13,061 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,076 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,088 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,101 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,114 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,125 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,140 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,154 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,169 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,183 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,198 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:13,212 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,225 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,239 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,255 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,272 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,288 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,303 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:33:13,319 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:33:13,333 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:33:13,346 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:33:13,359 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,375 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,391 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:33:13,405 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,418 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,434 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,448 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,464 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,478 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,492 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,505 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,519 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:13,532 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,546 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,560 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,573 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,589 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,601 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,616 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,630 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,642 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,655 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,670 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,684 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:13,699 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,713 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,725 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,738 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,751 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,764 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,778 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,795 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,807 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,822 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,834 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,849 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,863 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,876 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,888 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:13,903 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:13,918 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:13,931 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:13,945 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:13,960 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:13,973 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:13,986 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,001 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,016 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,033 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,047 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,062 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,075 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,090 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,104 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,117 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,132 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,148 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,161 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,176 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,192 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,208 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,224 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,237 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,249 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,264 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,277 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,289 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,302 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,317 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,330 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,342 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,356 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,371 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,386 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,401 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,414 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,427 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,441 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,456 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:14,471 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:14,486 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:14,499 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,512 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,524 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,541 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,556 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,570 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,584 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,595 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,608 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,623 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,638 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,651 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 05:33:14,666 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-27 05:33:14,679 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 05:33:14,694 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,707 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,722 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,735 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 05:33:14,750 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:14,764 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:14,777 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 05:33:14,793 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,807 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,822 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,837 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,851 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:14,866 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,881 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,895 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,909 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,924 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:14,936 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,949 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:14,962 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,978 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:14,992 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:15,008 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:15,022 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:15,034 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,048 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:15,065 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:15,081 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,094 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:15,109 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,126 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,140 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,155 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,171 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:15,186 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,199 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,211 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,228 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,243 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,258 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,271 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,286 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:15,301 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:15,316 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:15,331 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:15,343 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:15,358 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:15,370 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,385 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,398 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,411 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,426 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,438 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,453 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,467 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,481 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,495 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,509 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,525 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,540 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,556 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,571 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,586 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,602 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,612 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,626 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,639 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,654 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,669 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,685 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,698 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,713 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,727 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,741 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,756 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,771 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,783 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,798 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,813 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,827 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,839 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,853 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,867 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:15,882 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,895 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,909 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,924 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,937 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,951 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,966 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,979 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:15,993 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,006 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,020 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,037 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,051 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:33:16,066 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,082 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,099 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,112 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,124 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,138 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,151 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,163 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,178 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,192 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,206 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,221 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,234 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,246 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,261 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,275 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,288 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,302 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,314 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,330 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,344 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,360 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,375 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,390 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,399 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,415 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,431 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,444 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,458 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,473 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,488 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,501 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 05:33:16,516 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 05:33:16,531 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-27 05:33:16,546 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-27 05:33:16,561 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,576 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,592 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,607 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,619 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,634 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,648 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,662 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,675 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 05:33:16,689 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,704 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,718 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,725 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,738 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,751 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,763 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,775 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,790 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,805 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:16,820 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,832 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,845 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,860 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,871 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,887 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:16,900 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,915 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,930 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,948 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,963 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,974 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:16,987 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,001 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,016 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,032 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,046 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,059 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,068 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,079 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,092 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,105 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,120 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,132 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:17,147 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:33:17,162 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,178 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,192 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,207 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:17,222 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:33:17,237 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,252 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,266 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,281 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,296 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,311 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,324 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,337 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,352 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,364 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,380 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,393 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,407 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,422 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,439 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,455 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,468 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,482 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,497 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,512 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:33:17,527 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:33:17,539 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:33:17,552 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 05:33:17,567 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 05:33:17,582 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 05:33:17,597 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-27 05:33:17,612 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 05:33:17,627 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 05:33:17,643 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-27 05:33:17,657 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,672 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,685 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,700 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,711 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,724 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,738 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,750 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,765 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,779 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,794 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,809 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,824 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:33:17,838 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,853 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,865 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,880 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,892 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,906 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,921 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:17,933 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,948 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,961 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,976 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:17,992 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,008 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,023 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,039 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,053 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,066 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,082 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,095 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,109 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,125 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,141 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,156 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,169 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,182 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,197 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,212 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,227 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,239 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,252 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,266 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,281 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,295 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,310 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,324 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:33:18,338 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,352 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,367 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,382 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,396 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,411 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,426 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,439 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,454 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,469 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:33:18,485 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:33:18,497 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:33:18,512 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 05:33:18,572 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,586 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,600 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 05:33:18,630 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,644 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,657 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,672 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 05:33:18,714 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 05:33:18,735 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,749 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:33:18,764 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.750
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2023-07-27 05:33:18,792 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:18,807 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:18,820 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:18,833 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:33:18,863 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:18,878 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:33:18,999 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:19,011 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 05:33:19,152 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:19,167 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:19,182 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:19,197 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 05:33:19,210 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.748
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2023-07-27 05:33:19,239 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:19,254 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:19,269 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 05:33:20,492 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,506 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,521 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,534 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,550 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,563 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,576 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,592 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,607 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,622 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,636 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,652 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,664 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,679 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,692 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,707 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,721 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:33:20,734 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,746 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,761 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,776 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,791 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,803 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,815 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,830 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:20,844 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,857 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,870 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,885 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,899 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,914 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,928 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,943 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,958 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,970 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,984 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:20,999 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,012 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,026 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,042 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,057 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,072 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,088 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:21,103 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:21,118 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:21,133 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:21,149 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:21,166 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,182 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,196 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,212 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,227 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,240 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,253 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,269 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,284 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,297 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,311 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,326 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,340 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,355 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,369 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,383 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,397 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,410 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,423 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,435 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,448 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,461 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,476 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,491 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,505 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:21,518 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,533 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,545 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,559 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,574 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,590 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 05:33:21,633 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,648 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,662 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,675 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,691 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,706 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:21,722 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,735 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,750 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,766 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,781 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,796 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,808 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,823 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,838 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,853 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,867 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,880 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:21,895 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:33:21,910 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,925 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,940 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,955 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,969 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:21,985 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:33:21,995 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:33:22,009 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:22,022 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:22,035 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 05:33:22,051 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 05:33:22,081 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:22,093 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:33:22,120 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 05:33:22,149 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:33:22,209 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 05:33:22,225 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 05:33:22,252 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:22,268 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:22,281 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 05:33:22,296 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 05:33:22,422 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:22,581 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:23,014 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:23,156 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.745
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2023-07-27 05:33:23,204 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,219 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,233 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,249 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,264 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,278 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,293 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,306 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,321 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,335 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,350 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,365 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,380 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,394 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,404 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,419 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,431 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,445 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,460 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,474 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,488 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,500 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,509 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,525 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,540 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,555 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,568 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,583 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,597 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,611 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,625 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,640 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,654 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,668 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,681 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,695 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,710 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,724 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,737 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,752 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,767 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 05:33:23,782 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:23,797 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:23,810 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:23,824 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:23,838 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:23,855 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 05:33:40,542 semantic_segmentation INFO: Iters: 143210/150000 || Lr: 0.001234 || Task Loss: 0.2104 || KD Loss: 0.0290|| 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, 18:47:25 || Estimated Time: 3:10:00
2023-07-27 05:33:57,298 semantic_segmentation INFO: Iters: 143220/150000 || Lr: 0.001232 || Task Loss: 0.1806 || KD Loss: 0.0281|| 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, 18:47:41 || Estimated Time: 3:09:43
2023-07-27 05:34:14,099 semantic_segmentation INFO: Iters: 143230/150000 || Lr: 0.001231 || Task Loss: 0.2495 || KD Loss: 0.0373|| 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, 18:47:58 || Estimated Time: 3:09:26
2023-07-27 05:34:30,856 semantic_segmentation INFO: Iters: 143240/150000 || Lr: 0.001229 || Task Loss: 0.3685 || KD Loss: 0.0334|| 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, 18:48:15 || Estimated Time: 3:09:09
2023-07-27 05:34:47,759 semantic_segmentation INFO: Iters: 143250/150000 || Lr: 0.001227 || Task Loss: 0.5000 || KD Loss: 0.0538|| 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, 18:48:32 || Estimated Time: 3:08:53
2023-07-27 05:35:04,485 semantic_segmentation INFO: Iters: 143260/150000 || Lr: 0.001226 || Task Loss: 0.1992 || KD Loss: 0.0318|| 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, 18:48:48 || Estimated Time: 3:08:36
2023-07-27 05:35:21,312 semantic_segmentation INFO: Iters: 143270/150000 || Lr: 0.001224 || Task Loss: 0.2711 || KD Loss: 0.0364|| 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, 18:49:05 || Estimated Time: 3:08:19
2023-07-27 05:35:38,075 semantic_segmentation INFO: Iters: 143280/150000 || Lr: 0.001222 || Task Loss: 0.2001 || KD Loss: 0.0321|| 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, 18:49:22 || Estimated Time: 3:08:02
2023-07-27 05:35:54,865 semantic_segmentation INFO: Iters: 143290/150000 || Lr: 0.001221 || Task Loss: 0.3830 || KD Loss: 0.0728|| 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, 18:49:39 || Estimated Time: 3:07:45
2023-07-27 05:36:11,752 semantic_segmentation INFO: Iters: 143300/150000 || Lr: 0.001219 || Task Loss: 0.2304 || KD Loss: 0.0417|| 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, 18:49:56 || Estimated Time: 3:07:29
2023-07-27 05:36:28,436 semantic_segmentation INFO: Iters: 143310/150000 || Lr: 0.001218 || Task Loss: 0.3046 || KD Loss: 0.0276|| 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, 18:50:12 || Estimated Time: 3:07:12
2023-07-27 05:36:45,208 semantic_segmentation INFO: Iters: 143320/150000 || Lr: 0.001216 || Task Loss: 0.2900 || KD Loss: 0.0313|| 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, 18:50:29 || Estimated Time: 3:06:55
2023-07-27 05:37:01,973 semantic_segmentation INFO: Iters: 143330/150000 || Lr: 0.001214 || Task Loss: 0.2192 || KD Loss: 0.0361|| 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, 18:50:46 || Estimated Time: 3:06:38
2023-07-27 05:37:18,750 semantic_segmentation INFO: Iters: 143340/150000 || Lr: 0.001213 || Task Loss: 0.2994 || KD Loss: 0.0345|| 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, 18:51:03 || Estimated Time: 3:06:21
2023-07-27 05:37:35,530 semantic_segmentation INFO: Iters: 143350/150000 || Lr: 0.001211 || Task Loss: 0.3096 || KD Loss: 0.0368|| 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, 18:51:20 || Estimated Time: 3:06:05
2023-07-27 05:37:52,354 semantic_segmentation INFO: Iters: 143360/150000 || Lr: 0.001209 || Task Loss: 0.3179 || KD Loss: 0.0283|| 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, 18:51:36 || Estimated Time: 3:05:48
2023-07-27 05:38:09,133 semantic_segmentation INFO: Iters: 143370/150000 || Lr: 0.001208 || Task Loss: 0.2253 || KD Loss: 0.0279|| 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, 18:51:53 || Estimated Time: 3:05:31
2023-07-27 05:38:25,870 semantic_segmentation INFO: Iters: 143380/150000 || Lr: 0.001206 || Task Loss: 0.2973 || KD Loss: 0.0420|| 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, 18:52:10 || Estimated Time: 3:05:14
2023-07-27 05:38:42,703 semantic_segmentation INFO: Iters: 143390/150000 || Lr: 0.001204 || Task Loss: 0.3519 || KD Loss: 0.0488|| 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, 18:52:27 || Estimated Time: 3:04:57
2023-07-27 05:38:59,429 semantic_segmentation INFO: Iters: 143400/150000 || Lr: 0.001203 || Task Loss: 0.2659 || KD Loss: 0.0324|| 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, 18:52:43 || Estimated Time: 3:04:41
2023-07-27 05:39:16,138 semantic_segmentation INFO: Iters: 143410/150000 || Lr: 0.001201 || Task Loss: 0.3717 || KD Loss: 0.0519|| 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, 18:53:00 || Estimated Time: 3:04:24
2023-07-27 05:39:32,912 semantic_segmentation INFO: Iters: 143420/150000 || Lr: 0.001200 || Task Loss: 0.2467 || KD Loss: 0.0314|| 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, 18:53:17 || Estimated Time: 3:04:07
2023-07-27 05:39:50,094 semantic_segmentation INFO: Iters: 143430/150000 || Lr: 0.001198 || Task Loss: 0.2324 || KD Loss: 0.0255|| 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, 18:53:34 || Estimated Time: 3:03:50
2023-07-27 05:40:07,306 semantic_segmentation INFO: Iters: 143440/150000 || Lr: 0.001196 || Task Loss: 0.3253 || KD Loss: 0.0722|| 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, 18:53:51 || Estimated Time: 3:03:34
2023-07-27 05:40:23,971 semantic_segmentation INFO: Iters: 143450/150000 || Lr: 0.001195 || Task Loss: 0.3236 || KD Loss: 0.0422|| 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, 18:54:08 || Estimated Time: 3:03:17
2023-07-27 05:40:40,744 semantic_segmentation INFO: Iters: 143460/150000 || Lr: 0.001193 || Task Loss: 0.2744 || KD Loss: 0.0502|| 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, 18:54:25 || Estimated Time: 3:03:00
2023-07-27 05:40:57,520 semantic_segmentation INFO: Iters: 143470/150000 || Lr: 0.001191 || Task Loss: 0.2677 || KD Loss: 0.0366|| 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, 18:54:41 || Estimated Time: 3:02:43
2023-07-27 05:41:14,671 semantic_segmentation INFO: Iters: 143480/150000 || Lr: 0.001190 || Task Loss: 0.2227 || KD Loss: 0.0374|| 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, 18:54:59 || Estimated Time: 3:02:26
2023-07-27 05:41:31,399 semantic_segmentation INFO: Iters: 143490/150000 || Lr: 0.001188 || Task Loss: 0.3722 || KD Loss: 0.0569|| 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, 18:55:15 || Estimated Time: 3:02:10
2023-07-27 05:41:48,090 semantic_segmentation INFO: Iters: 143500/150000 || Lr: 0.001186 || Task Loss: 0.3093 || KD Loss: 0.0325|| 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, 18:55:32 || Estimated Time: 3:01:53
2023-07-27 05:42:04,980 semantic_segmentation INFO: Iters: 143510/150000 || Lr: 0.001185 || Task Loss: 0.2832 || KD Loss: 0.0332|| 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, 18:55:49 || Estimated Time: 3:01:36
2023-07-27 05:42:21,766 semantic_segmentation INFO: Iters: 143520/150000 || Lr: 0.001183 || Task Loss: 0.2355 || KD Loss: 0.0362|| 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, 18:56:06 || Estimated Time: 3:01:19
2023-07-27 05:42:39,138 semantic_segmentation INFO: Iters: 143530/150000 || Lr: 0.001181 || Task Loss: 0.2750 || KD Loss: 0.0334|| 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, 18:56:23 || Estimated Time: 3:01:02
2023-07-27 05:42:55,829 semantic_segmentation INFO: Iters: 143540/150000 || Lr: 0.001180 || Task Loss: 0.2849 || KD Loss: 0.0313|| 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, 18:56:40 || Estimated Time: 3:00:46
2023-07-27 05:43:12,542 semantic_segmentation INFO: Iters: 143550/150000 || Lr: 0.001178 || Task Loss: 0.1675 || KD Loss: 0.0225|| 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, 18:56:57 || Estimated Time: 3:00:29
2023-07-27 05:43:29,318 semantic_segmentation INFO: Iters: 143560/150000 || Lr: 0.001177 || Task Loss: 0.3131 || KD Loss: 0.0413|| 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, 18:57:13 || Estimated Time: 3:00:12
2023-07-27 05:43:46,185 semantic_segmentation INFO: Iters: 143570/150000 || Lr: 0.001175 || Task Loss: 0.2955 || KD Loss: 0.0517|| 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, 18:57:30 || Estimated Time: 2:59:55
2023-07-27 05:44:02,965 semantic_segmentation INFO: Iters: 143580/150000 || Lr: 0.001173 || Task Loss: 0.3274 || KD Loss: 0.0289|| 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, 18:57:47 || Estimated Time: 2:59:39
2023-07-27 05:44:19,659 semantic_segmentation INFO: Iters: 143590/150000 || Lr: 0.001172 || Task Loss: 0.2428 || KD Loss: 0.0209|| 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, 18:58:04 || Estimated Time: 2:59:22
2023-07-27 05:44:36,574 semantic_segmentation INFO: Iters: 143600/150000 || Lr: 0.001170 || Task Loss: 0.2126 || KD Loss: 0.0286|| 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, 18:58:21 || Estimated Time: 2:59:05
2023-07-27 05:44:53,339 semantic_segmentation INFO: Iters: 143610/150000 || Lr: 0.001168 || Task Loss: 0.2092 || KD Loss: 0.0345|| 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, 18:58:37 || Estimated Time: 2:58:48
2023-07-27 05:45:10,147 semantic_segmentation INFO: Iters: 143620/150000 || Lr: 0.001167 || Task Loss: 0.2682 || KD Loss: 0.0360|| 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, 18:58:54 || Estimated Time: 2:58:31
2023-07-27 05:45:26,833 semantic_segmentation INFO: Iters: 143630/150000 || Lr: 0.001165 || Task Loss: 0.2209 || KD Loss: 0.0213|| 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, 18:59:11 || Estimated Time: 2:58:15
2023-07-27 05:45:43,741 semantic_segmentation INFO: Iters: 143640/150000 || Lr: 0.001163 || Task Loss: 0.2267 || KD Loss: 0.0491|| 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, 18:59:28 || Estimated Time: 2:57:58
2023-07-27 05:46:00,549 semantic_segmentation INFO: Iters: 143650/150000 || Lr: 0.001162 || Task Loss: 0.1733 || KD Loss: 0.0250|| 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, 18:59:45 || Estimated Time: 2:57:41
2023-07-27 05:46:17,316 semantic_segmentation INFO: Iters: 143660/150000 || Lr: 0.001160 || Task Loss: 0.3551 || KD Loss: 0.0444|| 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, 19:00:01 || Estimated Time: 2:57:24
2023-07-27 05:46:33,986 semantic_segmentation INFO: Iters: 143670/150000 || Lr: 0.001158 || Task Loss: 0.1782 || KD Loss: 0.0276|| 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, 19:00:18 || Estimated Time: 2:57:07
2023-07-27 05:46:54,113 semantic_segmentation INFO: Iters: 143680/150000 || Lr: 0.001157 || Task Loss: 0.1635 || KD Loss: 0.0160|| 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, 19:00:38 || Estimated Time: 2:56:51
2023-07-27 05:47:11,196 semantic_segmentation INFO: Iters: 143690/150000 || Lr: 0.001155 || Task Loss: 0.2395 || KD Loss: 0.0344|| 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, 19:00:55 || Estimated Time: 2:56:34
2023-07-27 05:47:27,971 semantic_segmentation INFO: Iters: 143700/150000 || Lr: 0.001153 || Task Loss: 0.2166 || KD Loss: 0.0270|| 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, 19:01:12 || Estimated Time: 2:56:17
2023-07-27 05:47:44,646 semantic_segmentation INFO: Iters: 143710/150000 || Lr: 0.001152 || Task Loss: 0.2095 || KD Loss: 0.0429|| 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, 19:01:29 || Estimated Time: 2:56:00
2023-07-27 05:48:01,440 semantic_segmentation INFO: Iters: 143720/150000 || Lr: 0.001150 || Task Loss: 0.2237 || KD Loss: 0.0257|| 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, 19:01:45 || Estimated Time: 2:55:44
2023-07-27 05:48:18,151 semantic_segmentation INFO: Iters: 143730/150000 || Lr: 0.001149 || Task Loss: 0.2506 || KD Loss: 0.0362|| 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, 19:02:02 || Estimated Time: 2:55:27
2023-07-27 05:48:34,965 semantic_segmentation INFO: Iters: 143740/150000 || Lr: 0.001147 || Task Loss: 0.2584 || KD Loss: 0.0421|| 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, 19:02:19 || Estimated Time: 2:55:10
2023-07-27 05:48:51,745 semantic_segmentation INFO: Iters: 143750/150000 || Lr: 0.001145 || Task Loss: 0.2533 || KD Loss: 0.0502|| 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, 19:02:36 || Estimated Time: 2:54:53
2023-07-27 05:49:08,815 semantic_segmentation INFO: Iters: 143760/150000 || Lr: 0.001144 || Task Loss: 0.2378 || KD Loss: 0.0398|| 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, 19:02:53 || Estimated Time: 2:54:36
2023-07-27 05:49:25,885 semantic_segmentation INFO: Iters: 143770/150000 || Lr: 0.001142 || Task Loss: 0.2832 || KD Loss: 0.0523|| 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, 19:03:10 || Estimated Time: 2:54:20
2023-07-27 05:49:42,611 semantic_segmentation INFO: Iters: 143780/150000 || Lr: 0.001140 || Task Loss: 0.2959 || KD Loss: 0.0371|| 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, 19:03:27 || Estimated Time: 2:54:03
2023-07-27 05:49:59,330 semantic_segmentation INFO: Iters: 143790/150000 || Lr: 0.001139 || Task Loss: 0.2422 || KD Loss: 0.0305|| 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, 19:03:43 || Estimated Time: 2:53:46
2023-07-27 05:50:16,120 semantic_segmentation INFO: Iters: 143800/150000 || Lr: 0.001137 || Task Loss: 0.3989 || KD Loss: 0.0518|| 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, 19:04:00 || Estimated Time: 2:53:29
2023-07-27 05:50:32,923 semantic_segmentation INFO: Iters: 143810/150000 || Lr: 0.001135 || Task Loss: 0.2478 || KD Loss: 0.0327|| 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, 19:04:17 || Estimated Time: 2:53:13
2023-07-27 05:50:49,692 semantic_segmentation INFO: Iters: 143820/150000 || Lr: 0.001134 || Task Loss: 0.3409 || KD Loss: 0.0463|| 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, 19:04:34 || Estimated Time: 2:52:56
2023-07-27 05:51:06,513 semantic_segmentation INFO: Iters: 143830/150000 || Lr: 0.001132 || Task Loss: 0.2044 || KD Loss: 0.0176|| 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, 19:04:50 || Estimated Time: 2:52:39
2023-07-27 05:51:23,270 semantic_segmentation INFO: Iters: 143840/150000 || Lr: 0.001130 || Task Loss: 0.2063 || KD Loss: 0.0276|| 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, 19:05:07 || Estimated Time: 2:52:22
2023-07-27 05:51:39,924 semantic_segmentation INFO: Iters: 143850/150000 || Lr: 0.001129 || Task Loss: 0.3058 || KD Loss: 0.0342|| 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, 19:05:24 || Estimated Time: 2:52:05
2023-07-27 05:51:56,878 semantic_segmentation INFO: Iters: 143860/150000 || Lr: 0.001127 || Task Loss: 0.3022 || KD Loss: 0.0764|| 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, 19:05:41 || Estimated Time: 2:51:49
2023-07-27 05:52:13,681 semantic_segmentation INFO: Iters: 143870/150000 || Lr: 0.001125 || Task Loss: 0.2469 || KD Loss: 0.0285|| 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, 19:05:58 || Estimated Time: 2:51:32
2023-07-27 05:52:30,452 semantic_segmentation INFO: Iters: 143880/150000 || Lr: 0.001124 || Task Loss: 0.1931 || KD Loss: 0.0279|| 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, 19:06:14 || Estimated Time: 2:51:15
2023-07-27 05:52:47,073 semantic_segmentation INFO: Iters: 143890/150000 || Lr: 0.001122 || Task Loss: 0.3583 || KD Loss: 0.0348|| 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, 19:06:31 || Estimated Time: 2:50:58
2023-07-27 05:53:03,931 semantic_segmentation INFO: Iters: 143900/150000 || Lr: 0.001120 || Task Loss: 0.1921 || KD Loss: 0.0222|| 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, 19:06:48 || Estimated Time: 2:50:41
2023-07-27 05:53:20,688 semantic_segmentation INFO: Iters: 143910/150000 || Lr: 0.001119 || Task Loss: 0.2133 || KD Loss: 0.0361|| 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, 19:07:05 || Estimated Time: 2:50:25
2023-07-27 05:53:37,441 semantic_segmentation INFO: Iters: 143920/150000 || Lr: 0.001117 || Task Loss: 0.3015 || KD Loss: 0.0365|| 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, 19:07:21 || Estimated Time: 2:50:08
2023-07-27 05:53:54,179 semantic_segmentation INFO: Iters: 143930/150000 || Lr: 0.001116 || Task Loss: 0.2482 || KD Loss: 0.0215|| 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, 19:07:38 || Estimated Time: 2:49:51
2023-07-27 05:54:10,961 semantic_segmentation INFO: Iters: 143940/150000 || Lr: 0.001114 || Task Loss: 0.2155 || KD Loss: 0.0211|| 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, 19:07:55 || Estimated Time: 2:49:34
2023-07-27 05:54:27,645 semantic_segmentation INFO: Iters: 143950/150000 || Lr: 0.001112 || Task Loss: 0.2196 || KD Loss: 0.0324|| 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, 19:08:12 || Estimated Time: 2:49:17
2023-07-27 05:54:44,462 semantic_segmentation INFO: Iters: 143960/150000 || Lr: 0.001111 || Task Loss: 0.1619 || KD Loss: 0.0216|| 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, 19:08:28 || Estimated Time: 2:49:01
2023-07-27 05:55:01,210 semantic_segmentation INFO: Iters: 143970/150000 || Lr: 0.001109 || Task Loss: 0.2248 || KD Loss: 0.0247|| 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, 19:08:45 || Estimated Time: 2:48:44
2023-07-27 05:55:18,343 semantic_segmentation INFO: Iters: 143980/150000 || Lr: 0.001107 || Task Loss: 0.1857 || KD Loss: 0.0456|| 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, 19:09:02 || Estimated Time: 2:48:27
2023-07-27 05:55:35,600 semantic_segmentation INFO: Iters: 143990/150000 || Lr: 0.001106 || Task Loss: 0.1913 || KD Loss: 0.0264|| 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, 19:09:20 || Estimated Time: 2:48:10
2023-07-27 05:55:52,362 semantic_segmentation INFO: Iters: 144000/150000 || Lr: 0.001104 || Task Loss: 0.3134 || KD Loss: 0.0596|| 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, 19:09:36 || Estimated Time: 2:47:54
2023-07-27 05:55:52,475 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 05:55:52,927 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-27 05:55:52,939 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.136
2023-07-27 05:55:52,953 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.172
2023-07-27 05:55:52,967 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.173
2023-07-27 05:55:52,979 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.245
2023-07-27 05:55:52,991 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.287
2023-07-27 05:55:53,005 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.331
2023-07-27 05:55:53,018 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.338
2023-07-27 05:55:53,030 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.374
2023-07-27 05:55:53,044 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.419
2023-07-27 05:55:53,058 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.462
2023-07-27 05:55:53,072 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.509
2023-07-27 05:55:53,084 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.506
2023-07-27 05:55:53,098 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.488
2023-07-27 05:55:53,112 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.486
2023-07-27 05:55:53,125 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.481
2023-07-27 05:55:53,135 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.469
2023-07-27 05:55:53,148 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.469
2023-07-27 05:55:53,162 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.468
2023-07-27 05:55:53,177 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.528
2023-07-27 05:55:53,191 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.530
2023-07-27 05:55:53,206 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.536
2023-07-27 05:55:53,220 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.568
2023-07-27 05:55:53,235 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.572
2023-07-27 05:55:53,251 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.571
2023-07-27 05:55:53,264 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.575
2023-07-27 05:55:53,279 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.579
2023-07-27 05:55:53,290 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-27 05:55:53,305 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.569
2023-07-27 05:55:53,320 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.570
2023-07-27 05:55:53,334 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.570
2023-07-27 05:55:53,350 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-27 05:55:53,365 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.578
2023-07-27 05:55:53,380 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.575
2023-07-27 05:55:53,394 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.620
2023-07-27 05:55:53,409 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.620
2023-07-27 05:55:53,423 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.620
2023-07-27 05:55:53,435 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.666
2023-07-27 05:55:53,452 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.666
2023-07-27 05:55:53,464 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.665
2023-07-27 05:55:53,478 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-27 05:55:53,493 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.682
2023-07-27 05:55:53,508 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.678
2023-07-27 05:55:53,522 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-27 05:55:53,538 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.689
2023-07-27 05:55:53,554 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 05:55:53,568 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 05:55:53,581 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 05:55:53,595 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 05:55:53,611 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 05:55:53,627 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-27 05:55:53,643 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.688
2023-07-27 05:55:53,656 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.684
2023-07-27 05:55:53,672 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-27 05:55:53,688 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 05:55:53,701 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 05:55:53,716 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.687
2023-07-27 05:55:53,733 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-27 05:55:53,746 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.688
2023-07-27 05:55:53,761 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-27 05:55:53,774 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-27 05:55:53,789 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-27 05:55:53,801 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-27 05:55:53,819 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-27 05:55:53,831 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.726
2023-07-27 05:55:53,846 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.725
2023-07-27 05:55:53,861 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-27 05:55:53,874 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.955, mIoU: 0.772
2023-07-27 05:55:53,888 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.956, mIoU: 0.772
2023-07-27 05:55:53,903 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.771
2023-07-27 05:55:53,920 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-27 05:55:53,933 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-27 05:55:53,949 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.955, mIoU: 0.789
2023-07-27 05:55:53,964 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.956, mIoU: 0.789
2023-07-27 05:55:53,979 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.956, mIoU: 0.791
2023-07-27 05:55:53,994 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.790
2023-07-27 05:55:54,009 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.785
2023-07-27 05:55:54,019 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 05:55:54,034 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-27 05:55:54,050 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.784
2023-07-27 05:55:54,064 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 05:55:54,079 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.785
2023-07-27 05:55:54,094 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 05:55:54,108 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 05:55:54,124 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 05:55:54,139 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 05:55:54,153 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 05:55:54,168 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 05:55:54,183 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-27 05:55:54,196 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-27 05:55:54,210 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,225 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,240 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-27 05:55:54,254 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 05:55:54,269 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.774
2023-07-27 05:55:54,283 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.773
2023-07-27 05:55:54,296 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.773
2023-07-27 05:55:54,309 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,325 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,339 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,355 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,370 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 05:55:54,383 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-27 05:55:54,398 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,413 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,427 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,442 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,457 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,470 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 05:55:54,483 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,495 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 05:55:54,508 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-27 05:55:54,523 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 05:55:54,538 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 05:55:54,553 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 05:55:54,566 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 05:55:54,579 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 05:55:54,594 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 05:55:54,607 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.949, mIoU: 0.769
2023-07-27 05:55:54,621 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 05:55:54,636 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.766
2023-07-27 05:55:54,649 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 05:55:54,662 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 05:55:54,677 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 05:55:54,692 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-27 05:55:54,700 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 05:55:54,711 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 05:55:54,727 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.747
2023-07-27 05:55:54,736 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-27 05:55:54,749 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-27 05:55:54,764 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-27 05:55:54,778 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.949, mIoU: 0.753
2023-07-27 05:55:54,791 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.949, mIoU: 0.753
2023-07-27 05:55:54,806 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.949, mIoU: 0.753
2023-07-27 05:55:54,819 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-27 05:55:54,832 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-27 05:55:54,847 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-27 05:55:54,860 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-27 05:55:54,875 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-27 05:55:54,888 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-27 05:55:54,903 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-27 05:55:54,918 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-27 05:55:54,933 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-27 05:55:54,949 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-27 05:55:54,964 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.754
2023-07-27 05:55:54,978 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-27 05:55:54,993 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.757
2023-07-27 05:55:55,007 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.947, mIoU: 0.759
2023-07-27 05:55:55,017 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,032 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.763
2023-07-27 05:55:55,046 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 05:55:55,060 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,074 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,086 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,099 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,114 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,129 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-27 05:55:55,144 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 05:55:55,159 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-27 05:55:55,174 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 05:55:55,189 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 05:55:55,204 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 05:55:55,218 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 05:55:55,233 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 05:55:55,246 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.948, mIoU: 0.764
2023-07-27 05:55:55,259 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 05:55:55,271 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:55:55,286 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.755
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2023-07-27 05:55:58,075 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.738
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2023-07-27 05:55:58,102 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.738
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2023-07-27 05:55:58,204 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.740
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2023-07-27 05:55:58,278 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 05:55:58,539 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.741
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2023-07-27 05:55:58,752 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.740
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2023-07-27 05:55:58,967 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.940, mIoU: 0.739
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2023-07-27 05:55:59,055 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-27 05:55:59,141 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.941, mIoU: 0.744
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2023-07-27 05:55:59,331 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-27 05:55:59,488 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.940, mIoU: 0.742
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2023-07-27 05:55:59,576 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.743
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2023-07-27 05:55:59,912 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-27 05:55:59,992 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 05:56:00,842 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:00,855 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:00,870 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:00,885 semantic_segmentation INFO: Sample: 562, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:00,900 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:00,914 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:00,927 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:00,942 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:00,958 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:00,974 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:00,984 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:00,999 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,015 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,028 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:01,044 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,057 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,072 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,087 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,101 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,114 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,127 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,140 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,155 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,169 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,184 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,198 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,213 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,226 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,241 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:01,256 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:01,269 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:01,284 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,299 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,313 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,328 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,343 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,354 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:01,369 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,384 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,398 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,413 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:01,428 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:01,441 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:01,457 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:01,472 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,486 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,499 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,513 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,527 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,543 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,557 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,572 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,587 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,601 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,615 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,629 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,642 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:01,656 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,671 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,685 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,698 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,713 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,727 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,742 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,757 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,772 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,787 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,802 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,817 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,831 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:01,845 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 05:56:01,859 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 05:56:01,874 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 05:56:01,892 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 05:56:01,907 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 05:56:01,922 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 05:56:01,932 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:01,945 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,959 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:01,972 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,987 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:01,999 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,012 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,027 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,044 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,058 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,074 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,087 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,101 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,113 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,127 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,142 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,157 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,172 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,186 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:02,201 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,214 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,228 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,243 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:02,255 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:02,268 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:02,282 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 05:56:02,298 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:02,313 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:02,326 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:02,340 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:02,356 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,371 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 05:56:02,397 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,406 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:02,421 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,437 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,453 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,470 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,485 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:02,500 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,516 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,531 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,544 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,559 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,572 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,587 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,602 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,614 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,627 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,639 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:02,653 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:02,666 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:02,679 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:02,692 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 05:56:02,707 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 05:56:02,723 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,735 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,750 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,763 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,775 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,790 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,806 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,821 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,837 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,852 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,867 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,881 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,896 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,911 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,927 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,942 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:02,957 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 05:56:02,972 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 05:56:02,985 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 05:56:02,997 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 05:56:03,010 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,024 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,041 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,054 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,067 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,081 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 05:56:03,124 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,139 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,151 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 05:56:03,166 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.754
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2023-07-27 05:56:03,192 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,207 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,220 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,236 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,248 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,263 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,279 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,291 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,304 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,319 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 05:56:03,334 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,350 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,365 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,377 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,390 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,404 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:03,417 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:03,432 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:03,448 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,462 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,479 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,493 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,507 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,522 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,536 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,550 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:03,564 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:03,580 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:03,593 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,608 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,623 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,636 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,649 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,664 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,680 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,696 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,709 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,723 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,736 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,752 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,765 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,778 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:03,793 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,808 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,821 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:03,836 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,852 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:03,867 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,883 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,896 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,908 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,923 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,936 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,949 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,962 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:03,977 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:03,990 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,003 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,018 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,034 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,049 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,064 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,077 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,090 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,105 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:04,120 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:04,135 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:04,150 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:04,162 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:04,175 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,187 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,202 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,218 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,232 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,246 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,257 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,270 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,285 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,299 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,312 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,327 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,341 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,356 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,370 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,385 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,399 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:04,414 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,430 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,443 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:04,459 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,478 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,495 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,510 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,525 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,540 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,555 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,568 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,583 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,597 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,610 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,622 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,635 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,650 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,664 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,679 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,694 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,705 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,719 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,734 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,748 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,762 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,778 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,793 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,806 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,820 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,836 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,851 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,864 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,876 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,893 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:04,908 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:04,923 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:04,937 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,952 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:04,966 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,981 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:04,996 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,009 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,023 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,037 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,052 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,065 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,078 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,093 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,106 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,120 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,135 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:05,149 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:05,164 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,179 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,194 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,209 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,225 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,240 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,256 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,272 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,282 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,296 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,310 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,325 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,340 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,356 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,369 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,383 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,397 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,411 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,427 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,442 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,454 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,469 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,483 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,498 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,512 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,527 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:05,542 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,558 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,571 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,586 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,602 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,615 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,630 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:05,645 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,658 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,673 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,686 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:05,701 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:05,716 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:05,732 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:05,747 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,762 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,777 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,790 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,802 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,817 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,829 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,842 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,856 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:05,871 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,885 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,900 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,913 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:05,925 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,941 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,955 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,967 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,982 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:05,994 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,010 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,023 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,040 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,055 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,069 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,078 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,093 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,108 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,121 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,135 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,149 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,163 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,177 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,192 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,207 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,223 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,239 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 05:56:06,255 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:06,273 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:56:06,290 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:56:06,303 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:56:06,319 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:56:06,334 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 05:56:06,348 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:06,362 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,377 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,393 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,408 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,415 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,428 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,441 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,453 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,465 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:06,479 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:06,494 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,509 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,522 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,535 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,550 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:06,560 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,575 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,588 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,603 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,619 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,634 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,649 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,660 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,673 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,688 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,704 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,719 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,734 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,747 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,757 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,769 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,782 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,793 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,808 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,820 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:06,834 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 05:56:06,850 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,864 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,878 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,892 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,907 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,921 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,936 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,949 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,963 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:06,977 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:06,992 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,004 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,018 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,033 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,046 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,062 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,075 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,090 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,105 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,123 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,139 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,152 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,167 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,182 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,197 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,212 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,224 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,237 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,252 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,266 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.755
2023-07-27 05:56:07,281 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 05:56:07,295 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 05:56:07,310 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 05:56:07,325 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-27 05:56:07,339 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,353 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,366 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,381 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,390 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,403 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,418 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,430 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,445 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,460 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,475 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:07,491 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,506 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,523 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,539 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,552 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,567 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,580 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,595 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,610 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,622 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,637 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,649 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,664 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,678 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,693 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:07,708 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:07,722 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:07,734 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 05:56:07,746 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,761 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,773 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,786 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,801 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,816 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,832 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,845 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,858 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:07,874 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,890 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,906 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,919 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,933 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,948 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,963 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,979 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:07,994 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,009 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,023 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,037 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,051 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,066 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,080 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 05:56:08,094 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,109 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,121 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,136 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,151 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,166 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,178 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 05:56:08,192 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 05:56:08,206 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,222 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,235 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,249 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,264 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,278 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,293 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,307 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,322 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,335 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:08,350 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,366 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,378 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,393 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,405 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 05:56:08,414 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:08,429 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:08,444 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:08,457 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:08,472 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:08,487 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:08,500 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:08,513 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:08,529 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:08,546 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:08,562 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:08,579 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:08,593 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:08,610 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:08,624 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:08,637 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,652 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,667 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,682 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,694 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,707 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,722 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,737 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,751 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,766 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,778 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,793 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:08,807 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,820 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,835 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,850 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,865 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:08,880 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:08,893 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:08,908 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:08,923 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,938 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,953 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,966 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,982 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:08,995 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,008 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,020 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,035 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,050 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,065 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,079 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,089 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,102 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,118 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,133 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,145 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,160 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,175 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,190 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,203 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,216 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,231 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,243 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,258 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,270 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:09,283 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:09,298 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 05:56:09,312 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,327 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,341 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,354 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,368 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,383 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,394 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,409 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,423 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,437 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,452 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,464 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,477 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 05:56:09,492 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,508 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,522 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,535 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,551 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,568 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,582 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,593 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,608 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,624 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,639 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,654 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 05:56:09,667 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,681 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 05:56:09,695 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,707 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,721 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,736 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,750 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,765 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,780 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:09,793 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,807 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,821 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,833 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,847 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,861 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,876 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,889 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,904 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,915 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,930 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,946 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,961 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,974 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:09,989 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,005 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,020 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,032 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,048 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,063 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,074 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,089 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,104 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,118 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,131 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,143 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,158 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,172 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,186 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,199 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,214 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,226 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,239 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,253 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,268 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,283 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,298 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,314 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,327 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,343 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,357 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,373 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,388 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,401 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,414 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,430 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,445 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,461 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,474 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,486 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,501 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:10,515 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,528 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,547 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,563 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,579 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,594 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,608 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,622 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,637 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,650 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,664 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,678 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,691 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,705 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,720 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,734 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,749 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,763 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 05:56:10,777 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,791 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,805 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,820 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:10,834 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,849 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,863 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,878 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,893 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,906 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,919 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,934 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,949 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,962 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,977 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:10,993 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,007 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,022 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:11,037 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,052 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,067 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,080 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,093 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,105 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,118 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,130 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,145 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,159 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,172 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,184 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,199 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,210 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,223 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,237 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,252 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,267 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,281 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 05:56:11,308 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,322 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,335 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,351 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,366 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,381 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,395 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,410 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,425 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,439 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.752
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2023-07-27 05:56:11,467 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,481 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,496 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,511 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,526 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,538 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,557 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,572 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,588 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,603 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,617 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,632 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,647 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,657 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,671 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,684 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,697 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 05:56:11,713 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,728 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,742 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,754 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,767 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,780 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,795 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,809 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,824 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,838 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,851 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,866 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,881 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,894 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,909 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,924 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:11,938 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,953 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,965 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,981 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:11,996 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:12,012 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:12,027 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 05:56:12,041 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:12,054 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:12,069 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:12,084 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,098 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,111 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,124 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,138 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,152 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,166 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,179 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,193 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,209 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,224 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,238 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,253 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,260 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,275 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,287 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,299 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,314 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,328 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,342 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,357 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,372 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,387 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,402 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,415 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,430 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:56:12,446 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:56:12,460 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:56:12,475 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:56:12,490 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 05:56:12,506 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,519 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,533 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,550 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,565 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,579 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,594 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,609 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,624 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,639 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,654 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,669 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,684 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,699 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,712 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,726 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,739 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,753 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,768 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,782 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,797 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,809 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:12,824 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,838 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,852 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,866 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,881 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,895 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,909 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,922 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,936 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,949 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,965 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:12,980 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:12,995 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 05:56:13,011 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,026 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,040 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,050 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,065 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,078 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,093 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,108 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,123 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,138 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,149 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,158 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,174 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,188 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,202 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,215 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,229 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,243 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,256 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,270 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,284 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,297 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,311 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,323 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,337 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,352 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,366 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,379 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,393 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,408 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,422 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 05:56:13,438 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:13,451 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:13,464 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 05:56:13,479 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 05:56:13,496 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 05:56:30,388 semantic_segmentation INFO: Iters: 144010/150000 || Lr: 0.001102 || Task Loss: 0.1750 || KD Loss: 0.0218|| 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, 19:10:14 || Estimated Time: 2:47:38
2023-07-27 05:56:47,134 semantic_segmentation INFO: Iters: 144020/150000 || Lr: 0.001101 || Task Loss: 0.2375 || KD Loss: 0.0349|| 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, 19:10:31 || Estimated Time: 2:47:21
2023-07-27 05:57:03,939 semantic_segmentation INFO: Iters: 144030/150000 || Lr: 0.001099 || Task Loss: 0.2033 || KD Loss: 0.0185|| 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, 19:10:48 || Estimated Time: 2:47:04
2023-07-27 05:57:20,780 semantic_segmentation INFO: Iters: 144040/150000 || Lr: 0.001097 || Task Loss: 0.1945 || KD Loss: 0.0245|| 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, 19:11:05 || Estimated Time: 2:46:47
2023-07-27 05:57:37,584 semantic_segmentation INFO: Iters: 144050/150000 || Lr: 0.001096 || Task Loss: 0.3194 || KD Loss: 0.0389|| 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, 19:11:22 || Estimated Time: 2:46:30
2023-07-27 05:57:54,379 semantic_segmentation INFO: Iters: 144060/150000 || Lr: 0.001094 || Task Loss: 0.1814 || KD Loss: 0.0224|| 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, 19:11:38 || Estimated Time: 2:46:14
2023-07-27 05:58:11,244 semantic_segmentation INFO: Iters: 144070/150000 || Lr: 0.001092 || Task Loss: 0.2755 || KD Loss: 0.0569|| 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, 19:11:55 || Estimated Time: 2:45:57
2023-07-27 05:58:28,461 semantic_segmentation INFO: Iters: 144080/150000 || Lr: 0.001091 || Task Loss: 0.2238 || KD Loss: 0.0376|| 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, 19:12:12 || Estimated Time: 2:45:40
2023-07-27 05:58:45,713 semantic_segmentation INFO: Iters: 144090/150000 || Lr: 0.001089 || Task Loss: 0.2045 || KD Loss: 0.0282|| 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, 19:12:30 || Estimated Time: 2:45:23
2023-07-27 05:59:02,452 semantic_segmentation INFO: Iters: 144100/150000 || Lr: 0.001087 || Task Loss: 0.1530 || KD Loss: 0.0217|| 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, 19:12:46 || Estimated Time: 2:45:07
2023-07-27 05:59:19,810 semantic_segmentation INFO: Iters: 144110/150000 || Lr: 0.001086 || Task Loss: 0.2240 || KD Loss: 0.0258|| 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, 19:13:04 || Estimated Time: 2:44:50
2023-07-27 05:59:36,621 semantic_segmentation INFO: Iters: 144120/150000 || Lr: 0.001084 || Task Loss: 0.3077 || KD Loss: 0.0206|| 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, 19:13:21 || Estimated Time: 2:44:33
2023-07-27 05:59:53,354 semantic_segmentation INFO: Iters: 144130/150000 || Lr: 0.001082 || Task Loss: 0.2848 || KD Loss: 0.0329|| 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, 19:13:37 || Estimated Time: 2:44:16
2023-07-27 06:00:10,167 semantic_segmentation INFO: Iters: 144140/150000 || Lr: 0.001081 || Task Loss: 0.2259 || KD Loss: 0.0315|| 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, 19:13:54 || Estimated Time: 2:43:59
2023-07-27 06:00:26,980 semantic_segmentation INFO: Iters: 144150/150000 || Lr: 0.001079 || Task Loss: 0.2002 || KD Loss: 0.0229|| 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, 19:14:11 || Estimated Time: 2:43:43
2023-07-27 06:00:43,872 semantic_segmentation INFO: Iters: 144160/150000 || Lr: 0.001077 || Task Loss: 0.2883 || KD Loss: 0.0368|| 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, 19:14:28 || Estimated Time: 2:43:26
2023-07-27 06:01:00,719 semantic_segmentation INFO: Iters: 144170/150000 || Lr: 0.001076 || Task Loss: 0.2670 || KD Loss: 0.0260|| 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, 19:14:45 || Estimated Time: 2:43:09
2023-07-27 06:01:17,602 semantic_segmentation INFO: Iters: 144180/150000 || Lr: 0.001074 || Task Loss: 0.3096 || KD Loss: 0.0356|| 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, 19:15:02 || Estimated Time: 2:42:52
2023-07-27 06:01:34,456 semantic_segmentation INFO: Iters: 144190/150000 || Lr: 0.001072 || Task Loss: 0.3554 || KD Loss: 0.0548|| 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, 19:15:18 || Estimated Time: 2:42:35
2023-07-27 06:01:51,393 semantic_segmentation INFO: Iters: 144200/150000 || Lr: 0.001071 || Task Loss: 0.2804 || KD Loss: 0.0286|| 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, 19:15:35 || Estimated Time: 2:42:19
2023-07-27 06:02:08,193 semantic_segmentation INFO: Iters: 144210/150000 || Lr: 0.001069 || Task Loss: 0.2300 || KD Loss: 0.0286|| 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, 19:15:52 || Estimated Time: 2:42:02
2023-07-27 06:02:25,474 semantic_segmentation INFO: Iters: 144220/150000 || Lr: 0.001067 || Task Loss: 0.1996 || 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, 19:16:09 || Estimated Time: 2:41:45
2023-07-27 06:02:42,200 semantic_segmentation INFO: Iters: 144230/150000 || Lr: 0.001066 || Task Loss: 0.2421 || KD Loss: 0.0283|| 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, 19:16:26 || Estimated Time: 2:41:28
2023-07-27 06:02:58,997 semantic_segmentation INFO: Iters: 144240/150000 || Lr: 0.001064 || Task Loss: 0.2584 || KD Loss: 0.0360|| 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, 19:16:43 || Estimated Time: 2:41:11
2023-07-27 06:03:15,825 semantic_segmentation INFO: Iters: 144250/150000 || Lr: 0.001062 || Task Loss: 0.2196 || KD Loss: 0.0381|| 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, 19:17:00 || Estimated Time: 2:40:55
2023-07-27 06:03:32,684 semantic_segmentation INFO: Iters: 144260/150000 || Lr: 0.001061 || Task Loss: 0.2173 || KD Loss: 0.0424|| 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, 19:17:17 || Estimated Time: 2:40:38
2023-07-27 06:03:49,464 semantic_segmentation INFO: Iters: 144270/150000 || Lr: 0.001059 || Task Loss: 0.2216 || KD Loss: 0.0251|| 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, 19:17:33 || Estimated Time: 2:40:21
2023-07-27 06:04:06,346 semantic_segmentation INFO: Iters: 144280/150000 || Lr: 0.001057 || Task Loss: 0.3097 || KD Loss: 0.0298|| 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, 19:17:50 || Estimated Time: 2:40:04
2023-07-27 06:04:23,135 semantic_segmentation INFO: Iters: 144290/150000 || Lr: 0.001056 || Task Loss: 0.2933 || KD Loss: 0.0455|| 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, 19:18:07 || Estimated Time: 2:39:48
2023-07-27 06:04:39,850 semantic_segmentation INFO: Iters: 144300/150000 || Lr: 0.001054 || Task Loss: 0.2512 || KD Loss: 0.0424|| 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, 19:18:24 || Estimated Time: 2:39:31
2023-07-27 06:04:56,669 semantic_segmentation INFO: Iters: 144310/150000 || Lr: 0.001052 || Task Loss: 0.2113 || KD Loss: 0.0304|| 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, 19:18:41 || Estimated Time: 2:39:14
2023-07-27 06:05:13,457 semantic_segmentation INFO: Iters: 144320/150000 || Lr: 0.001051 || Task Loss: 0.2166 || KD Loss: 0.0269|| 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, 19:18:57 || Estimated Time: 2:38:57
2023-07-27 06:05:30,567 semantic_segmentation INFO: Iters: 144330/150000 || Lr: 0.001049 || Task Loss: 0.2267 || KD Loss: 0.0322|| 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, 19:19:15 || Estimated Time: 2:38:40
2023-07-27 06:05:47,327 semantic_segmentation INFO: Iters: 144340/150000 || Lr: 0.001047 || Task Loss: 0.2889 || 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, 19:19:31 || Estimated Time: 2:38:24
2023-07-27 06:06:04,090 semantic_segmentation INFO: Iters: 144350/150000 || Lr: 0.001046 || Task Loss: 0.2774 || KD Loss: 0.0404|| 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, 19:19:48 || Estimated Time: 2:38:07
2023-07-27 06:06:20,892 semantic_segmentation INFO: Iters: 144360/150000 || Lr: 0.001044 || Task Loss: 0.2593 || KD Loss: 0.0408|| 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, 19:20:05 || Estimated Time: 2:37:50
2023-07-27 06:06:37,694 semantic_segmentation INFO: Iters: 144370/150000 || Lr: 0.001042 || Task Loss: 0.2343 || KD Loss: 0.0214|| 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, 19:20:22 || Estimated Time: 2:37:33
2023-07-27 06:06:54,478 semantic_segmentation INFO: Iters: 144380/150000 || Lr: 0.001041 || Task Loss: 0.2832 || KD Loss: 0.0246|| 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, 19:20:38 || Estimated Time: 2:37:16
2023-07-27 06:07:11,257 semantic_segmentation INFO: Iters: 144390/150000 || Lr: 0.001039 || Task Loss: 0.2013 || KD Loss: 0.0427|| 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, 19:20:55 || Estimated Time: 2:37:00
2023-07-27 06:07:28,052 semantic_segmentation INFO: Iters: 144400/150000 || Lr: 0.001037 || Task Loss: 0.1908 || KD Loss: 0.0268|| 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, 19:21:12 || Estimated Time: 2:36:43
2023-07-27 06:07:44,865 semantic_segmentation INFO: Iters: 144410/150000 || Lr: 0.001036 || Task Loss: 0.1593 || KD Loss: 0.0253|| 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, 19:21:29 || Estimated Time: 2:36:26
2023-07-27 06:08:02,155 semantic_segmentation INFO: Iters: 144420/150000 || Lr: 0.001034 || Task Loss: 0.2603 || KD Loss: 0.0283|| 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, 19:21:46 || Estimated Time: 2:36:09
2023-07-27 06:08:18,903 semantic_segmentation INFO: Iters: 144430/150000 || Lr: 0.001032 || Task Loss: 0.2500 || 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, 19:22:03 || Estimated Time: 2:35:52
2023-07-27 06:08:35,600 semantic_segmentation INFO: Iters: 144440/150000 || Lr: 0.001031 || Task Loss: 0.3576 || KD Loss: 0.0356|| 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, 19:22:20 || Estimated Time: 2:35:36
2023-07-27 06:08:52,391 semantic_segmentation INFO: Iters: 144450/150000 || Lr: 0.001029 || Task Loss: 0.2701 || KD Loss: 0.0269|| 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, 19:22:36 || Estimated Time: 2:35:19
2023-07-27 06:09:09,136 semantic_segmentation INFO: Iters: 144460/150000 || Lr: 0.001027 || Task Loss: 0.2990 || KD Loss: 0.0363|| 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, 19:22:53 || Estimated Time: 2:35:02
2023-07-27 06:09:25,930 semantic_segmentation INFO: Iters: 144470/150000 || Lr: 0.001026 || Task Loss: 0.3008 || KD Loss: 0.0346|| 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, 19:23:10 || Estimated Time: 2:34:45
2023-07-27 06:09:42,753 semantic_segmentation INFO: Iters: 144480/150000 || Lr: 0.001024 || Task Loss: 0.3209 || KD Loss: 0.0408|| 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, 19:23:27 || Estimated Time: 2:34:29
2023-07-27 06:09:59,507 semantic_segmentation INFO: Iters: 144490/150000 || Lr: 0.001022 || Task Loss: 0.2468 || KD Loss: 0.0251|| 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, 19:23:43 || Estimated Time: 2:34:12
2023-07-27 06:10:16,225 semantic_segmentation INFO: Iters: 144500/150000 || Lr: 0.001021 || Task Loss: 0.2861 || KD Loss: 0.0531|| 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, 19:24:00 || Estimated Time: 2:33:55
2023-07-27 06:10:33,017 semantic_segmentation INFO: Iters: 144510/150000 || Lr: 0.001019 || Task Loss: 0.2772 || KD Loss: 0.0321|| 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, 19:24:17 || Estimated Time: 2:33:38
2023-07-27 06:10:50,013 semantic_segmentation INFO: Iters: 144520/150000 || Lr: 0.001017 || Task Loss: 0.3404 || KD Loss: 0.0433|| 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, 19:24:34 || Estimated Time: 2:33:21
2023-07-27 06:11:06,663 semantic_segmentation INFO: Iters: 144530/150000 || Lr: 0.001016 || Task Loss: 0.2081 || KD Loss: 0.0260|| 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, 19:24:51 || Estimated Time: 2:33:05
2023-07-27 06:11:26,833 semantic_segmentation INFO: Iters: 144540/150000 || Lr: 0.001014 || Task Loss: 0.2062 || KD Loss: 0.0294|| 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, 19:25:11 || Estimated Time: 2:32:48
2023-07-27 06:11:43,887 semantic_segmentation INFO: Iters: 144550/150000 || Lr: 0.001012 || Task Loss: 0.1695 || KD Loss: 0.0335|| 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, 19:25:28 || Estimated Time: 2:32:31
2023-07-27 06:12:00,577 semantic_segmentation INFO: Iters: 144560/150000 || Lr: 0.001011 || Task Loss: 0.2254 || KD Loss: 0.0324|| 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, 19:25:45 || Estimated Time: 2:32:14
2023-07-27 06:12:17,345 semantic_segmentation INFO: Iters: 144570/150000 || Lr: 0.001009 || Task Loss: 0.3046 || KD Loss: 0.0375|| 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, 19:26:01 || Estimated Time: 2:31:58
2023-07-27 06:12:34,072 semantic_segmentation INFO: Iters: 144580/150000 || Lr: 0.001007 || Task Loss: 0.2385 || KD Loss: 0.0317|| 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, 19:26:18 || Estimated Time: 2:31:41
2023-07-27 06:12:50,780 semantic_segmentation INFO: Iters: 144590/150000 || Lr: 0.001006 || Task Loss: 0.2378 || KD Loss: 0.0319|| 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, 19:26:35 || Estimated Time: 2:31:24
2023-07-27 06:13:07,594 semantic_segmentation INFO: Iters: 144600/150000 || Lr: 0.001004 || Task Loss: 0.2501 || KD Loss: 0.0234|| 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: 2:31:07
2023-07-27 06:13:24,247 semantic_segmentation INFO: Iters: 144610/150000 || Lr: 0.001002 || Task Loss: 0.2902 || KD Loss: 0.0413|| 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, 19:27:08 || Estimated Time: 2:30:50
2023-07-27 06:13:41,028 semantic_segmentation INFO: Iters: 144620/150000 || Lr: 0.001001 || Task Loss: 0.1802 || KD Loss: 0.0276|| 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, 19:27:25 || Estimated Time: 2:30:34
2023-07-27 06:13:57,755 semantic_segmentation INFO: Iters: 144630/150000 || Lr: 0.000999 || Task Loss: 0.2792 || KD Loss: 0.0443|| 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, 19:27:42 || Estimated Time: 2:30:17
2023-07-27 06:14:14,783 semantic_segmentation INFO: Iters: 144640/150000 || Lr: 0.000997 || Task Loss: 0.2269 || KD Loss: 0.0212|| 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, 19:27:59 || Estimated Time: 2:30:00
2023-07-27 06:14:31,527 semantic_segmentation INFO: Iters: 144650/150000 || Lr: 0.000996 || Task Loss: 0.2069 || KD Loss: 0.0318|| 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, 19:28:16 || Estimated Time: 2:29:43
2023-07-27 06:14:48,329 semantic_segmentation INFO: Iters: 144660/150000 || Lr: 0.000994 || Task Loss: 0.2359 || KD Loss: 0.0317|| 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, 19:28:32 || Estimated Time: 2:29:26
2023-07-27 06:15:05,008 semantic_segmentation INFO: Iters: 144670/150000 || Lr: 0.000992 || Task Loss: 0.2042 || KD Loss: 0.0304|| 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, 19:28:49 || Estimated Time: 2:29:10
2023-07-27 06:15:21,807 semantic_segmentation INFO: Iters: 144680/150000 || Lr: 0.000991 || Task Loss: 0.2378 || KD Loss: 0.0400|| 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, 19:29:06 || Estimated Time: 2:28:53
2023-07-27 06:15:38,595 semantic_segmentation INFO: Iters: 144690/150000 || Lr: 0.000989 || Task Loss: 0.2231 || KD Loss: 0.0390|| 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, 19:29:23 || Estimated Time: 2:28:36
2023-07-27 06:15:55,338 semantic_segmentation INFO: Iters: 144700/150000 || Lr: 0.000987 || Task Loss: 0.3235 || KD Loss: 0.0293|| 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, 19:29:39 || Estimated Time: 2:28:19
2023-07-27 06:16:12,166 semantic_segmentation INFO: Iters: 144710/150000 || Lr: 0.000986 || Task Loss: 0.2053 || KD Loss: 0.0355|| 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, 19:29:56 || Estimated Time: 2:28:02
2023-07-27 06:16:29,183 semantic_segmentation INFO: Iters: 144720/150000 || Lr: 0.000984 || Task Loss: 0.1926 || KD Loss: 0.0299|| 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, 19:30:13 || Estimated Time: 2:27:46
2023-07-27 06:16:45,951 semantic_segmentation INFO: Iters: 144730/150000 || Lr: 0.000982 || Task Loss: 0.2504 || KD Loss: 0.0480|| 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, 19:30:30 || Estimated Time: 2:27:29
2023-07-27 06:17:02,727 semantic_segmentation INFO: Iters: 144740/150000 || Lr: 0.000981 || Task Loss: 0.1814 || KD Loss: 0.0328|| 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, 19:30:47 || Estimated Time: 2:27:12
2023-07-27 06:17:19,526 semantic_segmentation INFO: Iters: 144750/150000 || Lr: 0.000979 || Task Loss: 0.1878 || KD Loss: 0.0236|| 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, 19:31:04 || Estimated Time: 2:26:55
2023-07-27 06:17:36,215 semantic_segmentation INFO: Iters: 144760/150000 || Lr: 0.000977 || Task Loss: 0.3431 || KD Loss: 0.0516|| 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, 19:31:20 || Estimated Time: 2:26:38
2023-07-27 06:17:52,981 semantic_segmentation INFO: Iters: 144770/150000 || Lr: 0.000976 || Task Loss: 0.1878 || KD Loss: 0.0293|| 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, 19:31:37 || Estimated Time: 2:26:22
2023-07-27 06:18:09,793 semantic_segmentation INFO: Iters: 144780/150000 || Lr: 0.000974 || Task Loss: 0.2628 || KD Loss: 0.0302|| 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, 19:31:54 || Estimated Time: 2:26:05
2023-07-27 06:18:26,624 semantic_segmentation INFO: Iters: 144790/150000 || Lr: 0.000972 || Task Loss: 0.2354 || KD Loss: 0.0433|| 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, 19:32:11 || Estimated Time: 2:25:48
2023-07-27 06:18:43,328 semantic_segmentation INFO: Iters: 144800/150000 || Lr: 0.000971 || Task Loss: 0.2098 || KD Loss: 0.0293|| 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, 19:32:27 || Estimated Time: 2:25:31
2023-07-27 06:18:43,441 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 06:18:43,892 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.091
2023-07-27 06:18:43,911 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.136
2023-07-27 06:18:43,923 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-27 06:18:43,936 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.171
2023-07-27 06:18:43,949 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.249
2023-07-27 06:18:43,961 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.290
2023-07-27 06:18:43,975 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.335
2023-07-27 06:18:43,989 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.339
2023-07-27 06:18:44,001 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.380
2023-07-27 06:18:44,015 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.425
2023-07-27 06:18:44,028 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.466
2023-07-27 06:18:44,043 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.512
2023-07-27 06:18:44,054 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.507
2023-07-27 06:18:44,068 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.489
2023-07-27 06:18:44,082 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.488
2023-07-27 06:18:44,094 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.483
2023-07-27 06:18:44,105 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.473
2023-07-27 06:18:44,117 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.473
2023-07-27 06:18:44,131 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.472
2023-07-27 06:18:44,146 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.533
2023-07-27 06:18:44,160 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.535
2023-07-27 06:18:44,174 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.541
2023-07-27 06:18:44,188 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-27 06:18:44,204 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.576
2023-07-27 06:18:44,220 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.574
2023-07-27 06:18:44,234 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.580
2023-07-27 06:18:44,249 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.584
2023-07-27 06:18:44,260 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.586
2023-07-27 06:18:44,276 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.574
2023-07-27 06:18:44,291 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.574
2023-07-27 06:18:44,305 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.575
2023-07-27 06:18:44,320 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-27 06:18:44,335 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.954, mIoU: 0.584
2023-07-27 06:18:44,349 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.954, mIoU: 0.581
2023-07-27 06:18:44,364 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-27 06:18:44,379 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.955, mIoU: 0.626
2023-07-27 06:18:44,392 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.956, mIoU: 0.626
2023-07-27 06:18:44,405 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.957, mIoU: 0.671
2023-07-27 06:18:44,422 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.958, mIoU: 0.672
2023-07-27 06:18:44,435 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.957, mIoU: 0.671
2023-07-27 06:18:44,449 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.957, mIoU: 0.688
2023-07-27 06:18:44,464 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.958, mIoU: 0.687
2023-07-27 06:18:44,479 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.955, mIoU: 0.682
2023-07-27 06:18:44,492 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.956, mIoU: 0.682
2023-07-27 06:18:44,508 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-27 06:18:44,524 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.957, mIoU: 0.697
2023-07-27 06:18:44,540 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-27 06:18:44,554 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-27 06:18:44,568 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.958, mIoU: 0.700
2023-07-27 06:18:44,585 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.956, mIoU: 0.692
2023-07-27 06:18:44,601 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-27 06:18:44,616 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-27 06:18:44,629 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.957, mIoU: 0.688
2023-07-27 06:18:44,645 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.957, mIoU: 0.689
2023-07-27 06:18:44,660 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.957, mIoU: 0.695
2023-07-27 06:18:44,673 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-27 06:18:44,688 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 06:18:44,705 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.692
2023-07-27 06:18:44,718 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.693
2023-07-27 06:18:44,732 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-27 06:18:44,745 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.733
2023-07-27 06:18:44,760 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.731
2023-07-27 06:18:44,772 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-27 06:18:44,790 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.732
2023-07-27 06:18:44,803 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.956, mIoU: 0.731
2023-07-27 06:18:44,818 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.956, mIoU: 0.730
2023-07-27 06:18:44,833 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.957, mIoU: 0.730
2023-07-27 06:18:44,846 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.957, mIoU: 0.776
2023-07-27 06:18:44,861 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.958, mIoU: 0.777
2023-07-27 06:18:44,876 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.775
2023-07-27 06:18:44,891 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.794
2023-07-27 06:18:44,904 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.958, mIoU: 0.794
2023-07-27 06:18:44,919 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.957, mIoU: 0.794
2023-07-27 06:18:44,934 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.793
2023-07-27 06:18:44,948 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-27 06:18:44,963 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-27 06:18:44,978 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.955, mIoU: 0.790
2023-07-27 06:18:44,988 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.954, mIoU: 0.787
2023-07-27 06:18:45,003 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 06:18:45,019 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.954, mIoU: 0.789
2023-07-27 06:18:45,032 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.954, mIoU: 0.791
2023-07-27 06:18:45,048 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.954, mIoU: 0.790
2023-07-27 06:18:45,063 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 06:18:45,078 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 06:18:45,094 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.767
2023-07-27 06:18:45,109 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 06:18:45,125 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 06:18:45,140 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.770
2023-07-27 06:18:45,155 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 06:18:45,168 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.765
2023-07-27 06:18:45,183 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.763
2023-07-27 06:18:45,199 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.764
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2023-07-27 06:18:51,213 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.940, mIoU: 0.737
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2023-07-27 06:18:51,243 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.939, mIoU: 0.731
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2023-07-27 06:18:51,285 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.939, mIoU: 0.732
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2023-07-27 06:18:51,451 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.940, mIoU: 0.738
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2023-07-27 06:18:53,505 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,520 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,536 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,551 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,563 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,578 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,592 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,607 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,623 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-27 06:18:53,635 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 06:18:53,650 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-27 06:18:53,665 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 06:18:53,679 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:18:53,693 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:18:53,707 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:18:53,720 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:18:53,735 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,751 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,763 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,777 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,790 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,802 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,818 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,833 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,848 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,863 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,878 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,893 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,906 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:53,921 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:53,936 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:53,953 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:53,968 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:53,983 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:53,998 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:54,011 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:18:54,024 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,037 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,052 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,069 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,082 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,095 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,110 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:54,125 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,140 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,155 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,170 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,183 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,198 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,212 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,226 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,241 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,255 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,271 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,284 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,299 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,315 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,328 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,341 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,356 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,371 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,386 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,401 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,413 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,425 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,440 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,453 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,469 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,486 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,499 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,515 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,528 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,543 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,558 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,571 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,585 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,600 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,615 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,628 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,643 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,659 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,674 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,688 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,703 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,718 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,734 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,747 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,762 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,774 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:54,790 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,803 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,816 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:54,831 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,846 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,858 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,874 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,890 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,905 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,921 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,935 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,947 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:54,961 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,975 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:54,988 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,001 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,017 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,030 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,044 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,058 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,073 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,088 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,103 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,116 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,129 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,144 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,158 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,173 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:55,188 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:55,200 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,213 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,224 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,239 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,255 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,269 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,284 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,296 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,310 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,326 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 06:18:55,341 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 06:18:55,355 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 06:18:55,370 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-27 06:18:55,384 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,400 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 06:18:55,414 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 06:18:55,429 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-27 06:18:55,443 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:18:55,459 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,473 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,486 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-27 06:18:55,502 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,517 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,532 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,547 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,562 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,576 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,590 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,604 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,619 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,633 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,646 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,658 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,674 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,692 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,707 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,723 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,738 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,750 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,765 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,781 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,797 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,811 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,827 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,841 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,855 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,869 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:18:55,884 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,898 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:55,911 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:55,922 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:55,939 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:18:55,953 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:18:55,968 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:55,980 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:18:55,995 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:56,009 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:18:56,024 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:56,038 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,051 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,065 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,078 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,093 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,108 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,121 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,137 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,150 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,165 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,180 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,196 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,210 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,225 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,240 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,254 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,270 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,285 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,300 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,315 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,325 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,339 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,352 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,366 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,381 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,396 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,409 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,423 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,437 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,451 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,467 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,482 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,494 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,509 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,524 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:18:56,539 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:18:56,552 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,567 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,581 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,597 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,609 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,624 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,639 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:18:56,651 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,665 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,680 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,693 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,709 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,722 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,736 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,751 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,766 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,781 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,796 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,812 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,825 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,838 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,853 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,866 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,879 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,894 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,909 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,924 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:56,939 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,952 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,965 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,981 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:56,995 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,008 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,023 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,036 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,051 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,064 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,080 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,095 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,109 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,119 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,135 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,150 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,163 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,178 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,193 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,208 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,222 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,237 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,252 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,268 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,284 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,299 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,316 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,331 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,343 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,358 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,372 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,385 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-27 06:18:57,398 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,412 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,427 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,441 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,447 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,460 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,472 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,484 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,495 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-27 06:18:57,510 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,524 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,539 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,550 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,563 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,577 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,588 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,603 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,616 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,630 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,645 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,660 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,674 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,685 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,699 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,715 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,731 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,746 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,761 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,775 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,785 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,796 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,810 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,822 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,837 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,850 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,865 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-27 06:18:57,881 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,896 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,910 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,925 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,940 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:57,954 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,970 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,983 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:57,997 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,012 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,027 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,040 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,052 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:18:58,067 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:18:58,079 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,094 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,107 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,121 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,136 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,154 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,169 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,182 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,198 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,212 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,227 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,242 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,255 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,268 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,283 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,297 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,313 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-27 06:18:58,328 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 06:18:58,343 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 06:18:58,358 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 06:18:58,373 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,388 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,400 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,415 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,425 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:18:58,438 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:18:58,453 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,464 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,479 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,493 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,508 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,523 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,538 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,553 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,568 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,581 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,596 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,609 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,624 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,639 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 06:18:58,651 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,666 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,679 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,694 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,710 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-27 06:18:58,727 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,742 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,756 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,769 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,781 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:18:58,796 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,810 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,823 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,838 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 06:18:58,853 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 06:18:58,867 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-27 06:18:58,880 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:18:58,892 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 06:19:01,566 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:01,592 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:01,622 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,637 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,652 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,667 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:19:01,683 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,697 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,711 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,726 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.746
2023-07-27 06:19:01,740 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.746
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2023-07-27 06:19:01,802 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,816 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:19:01,831 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:01,873 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,887 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:01,916 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:01,930 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,945 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:01,984 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:01,999 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,011 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,026 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:02,101 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:02,129 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,142 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:02,167 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:02,195 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,210 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,223 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:02,236 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:02,251 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:19:02,380 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:19:02,408 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:19:02,439 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:02,452 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:19:02,497 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:19:02,526 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:19:02,573 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:19:02,588 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-27 06:19:02,601 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.748
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2023-07-27 06:19:03,012 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 06:19:03,300 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:19:04,254 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,269 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,282 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,297 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,312 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,325 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,340 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,355 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,369 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,384 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,397 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,412 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,427 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,442 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,454 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,469 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,484 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,498 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,513 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:04,526 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:04,540 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:04,555 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:19:04,571 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:19:21,219 semantic_segmentation INFO: Iters: 144810/150000 || Lr: 0.000969 || Task Loss: 0.2946 || KD Loss: 0.0257|| 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, 19:33:05 || Estimated Time: 2:25:15
2023-07-27 06:19:37,974 semantic_segmentation INFO: Iters: 144820/150000 || Lr: 0.000967 || Task Loss: 0.2268 || KD Loss: 0.0301|| 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, 19:33:22 || Estimated Time: 2:24:58
2023-07-27 06:19:54,696 semantic_segmentation INFO: Iters: 144830/150000 || Lr: 0.000966 || Task Loss: 0.2355 || KD Loss: 0.0199|| 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, 19:33:39 || Estimated Time: 2:24:42
2023-07-27 06:20:11,563 semantic_segmentation INFO: Iters: 144840/150000 || Lr: 0.000964 || Task Loss: 0.2884 || KD Loss: 0.0253|| 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, 19:33:56 || Estimated Time: 2:24:25
2023-07-27 06:20:28,373 semantic_segmentation INFO: Iters: 144850/150000 || Lr: 0.000962 || Task Loss: 0.3206 || KD Loss: 0.0398|| 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, 19:34:12 || Estimated Time: 2:24:08
2023-07-27 06:20:45,580 semantic_segmentation INFO: Iters: 144860/150000 || Lr: 0.000960 || Task Loss: 0.2942 || KD Loss: 0.0518|| 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, 19:34:30 || Estimated Time: 2:23:51
2023-07-27 06:21:02,396 semantic_segmentation INFO: Iters: 144870/150000 || Lr: 0.000959 || Task Loss: 0.2421 || KD Loss: 0.0279|| 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, 19:34:46 || Estimated Time: 2:23:35
2023-07-27 06:21:19,184 semantic_segmentation INFO: Iters: 144880/150000 || Lr: 0.000957 || Task Loss: 0.2213 || KD Loss: 0.0303|| 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, 19:35:03 || Estimated Time: 2:23:18
2023-07-27 06:21:35,963 semantic_segmentation INFO: Iters: 144890/150000 || Lr: 0.000955 || Task Loss: 0.1641 || KD Loss: 0.0300|| 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, 19:35:20 || Estimated Time: 2:23:01
2023-07-27 06:21:52,976 semantic_segmentation INFO: Iters: 144900/150000 || Lr: 0.000954 || Task Loss: 0.2165 || KD Loss: 0.0321|| 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, 19:35:37 || Estimated Time: 2:22:44
2023-07-27 06:22:09,758 semantic_segmentation INFO: Iters: 144910/150000 || Lr: 0.000952 || Task Loss: 0.1350 || KD Loss: 0.0145|| 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, 19:35:54 || Estimated Time: 2:22:27
2023-07-27 06:22:26,559 semantic_segmentation INFO: Iters: 144920/150000 || Lr: 0.000950 || Task Loss: 0.2514 || KD Loss: 0.0344|| 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, 19:36:11 || Estimated Time: 2:22:11
2023-07-27 06:22:43,339 semantic_segmentation INFO: Iters: 144930/150000 || Lr: 0.000949 || Task Loss: 0.3190 || KD Loss: 0.0539|| 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, 19:36:27 || Estimated Time: 2:21:54
2023-07-27 06:23:00,128 semantic_segmentation INFO: Iters: 144940/150000 || Lr: 0.000947 || Task Loss: 0.1931 || KD Loss: 0.0249|| 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, 19:36:44 || Estimated Time: 2:21:37
2023-07-27 06:23:16,861 semantic_segmentation INFO: Iters: 144950/150000 || Lr: 0.000945 || Task Loss: 0.2707 || KD Loss: 0.0293|| 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, 19:37:01 || Estimated Time: 2:21:20
2023-07-27 06:23:33,699 semantic_segmentation INFO: Iters: 144960/150000 || Lr: 0.000944 || Task Loss: 0.3099 || KD Loss: 0.0320|| 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, 19:37:18 || Estimated Time: 2:21:03
2023-07-27 06:23:50,455 semantic_segmentation INFO: Iters: 144970/150000 || Lr: 0.000942 || Task Loss: 0.2751 || KD Loss: 0.0297|| 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, 19:37:34 || Estimated Time: 2:20:47
2023-07-27 06:24:07,710 semantic_segmentation INFO: Iters: 144980/150000 || Lr: 0.000940 || Task Loss: 0.2382 || KD Loss: 0.0434|| 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, 19:37:52 || Estimated Time: 2:20:30
2023-07-27 06:24:24,391 semantic_segmentation INFO: Iters: 144990/150000 || Lr: 0.000939 || Task Loss: 0.1801 || KD Loss: 0.0225|| 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, 19:38:08 || Estimated Time: 2:20:13
2023-07-27 06:24:41,640 semantic_segmentation INFO: Iters: 145000/150000 || Lr: 0.000937 || Task Loss: 0.2261 || KD Loss: 0.0333|| 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, 19:38:26 || Estimated Time: 2:19:56
2023-07-27 06:24:58,317 semantic_segmentation INFO: Iters: 145010/150000 || Lr: 0.000935 || Task Loss: 0.2270 || KD Loss: 0.0295|| 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, 19:38:42 || Estimated Time: 2:19:39
2023-07-27 06:25:15,120 semantic_segmentation INFO: Iters: 145020/150000 || Lr: 0.000934 || Task Loss: 0.2317 || KD Loss: 0.0334|| 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, 19:38:59 || Estimated Time: 2:19:23
2023-07-27 06:25:31,960 semantic_segmentation INFO: Iters: 145030/150000 || Lr: 0.000932 || Task Loss: 0.2075 || KD Loss: 0.0310|| 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, 19:39:16 || Estimated Time: 2:19:06
2023-07-27 06:25:48,695 semantic_segmentation INFO: Iters: 145040/150000 || Lr: 0.000930 || Task Loss: 0.2353 || KD Loss: 0.0197|| 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, 19:39:33 || Estimated Time: 2:18:49
2023-07-27 06:26:05,461 semantic_segmentation INFO: Iters: 145050/150000 || Lr: 0.000928 || Task Loss: 0.2940 || KD Loss: 0.0343|| 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, 19:39:49 || Estimated Time: 2:18:32
2023-07-27 06:26:22,198 semantic_segmentation INFO: Iters: 145060/150000 || Lr: 0.000927 || Task Loss: 0.2158 || KD Loss: 0.0252|| 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, 19:40:06 || Estimated Time: 2:18:15
2023-07-27 06:26:38,934 semantic_segmentation INFO: Iters: 145070/150000 || Lr: 0.000925 || Task Loss: 0.3275 || KD Loss: 0.0529|| 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, 19:40:23 || Estimated Time: 2:17:59
2023-07-27 06:26:55,828 semantic_segmentation INFO: Iters: 145080/150000 || Lr: 0.000923 || Task Loss: 0.2045 || KD Loss: 0.0256|| 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, 19:40:40 || Estimated Time: 2:17:42
2023-07-27 06:27:12,609 semantic_segmentation INFO: Iters: 145090/150000 || Lr: 0.000922 || Task Loss: 0.2062 || KD Loss: 0.0317|| 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, 19:40:57 || Estimated Time: 2:17:25
2023-07-27 06:27:29,357 semantic_segmentation INFO: Iters: 145100/150000 || Lr: 0.000920 || Task Loss: 0.2538 || KD Loss: 0.0387|| 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, 19:41:13 || Estimated Time: 2:17:08
2023-07-27 06:27:46,131 semantic_segmentation INFO: Iters: 145110/150000 || Lr: 0.000918 || Task Loss: 0.2391 || KD Loss: 0.0402|| 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, 19:41:30 || Estimated Time: 2:16:52
2023-07-27 06:28:02,844 semantic_segmentation INFO: Iters: 145120/150000 || Lr: 0.000917 || Task Loss: 0.2907 || KD Loss: 0.0474|| 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, 19:41:47 || Estimated Time: 2:16:35
2023-07-27 06:28:19,647 semantic_segmentation INFO: Iters: 145130/150000 || Lr: 0.000915 || Task Loss: 0.3273 || KD Loss: 0.0492|| 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, 19:42:04 || Estimated Time: 2:16:18
2023-07-27 06:28:36,429 semantic_segmentation INFO: Iters: 145140/150000 || Lr: 0.000913 || Task Loss: 0.2070 || KD Loss: 0.0286|| 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, 19:42:20 || Estimated Time: 2:16:01
2023-07-27 06:28:53,187 semantic_segmentation INFO: Iters: 145150/150000 || Lr: 0.000912 || Task Loss: 0.2276 || KD Loss: 0.0261|| 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, 19:42:37 || Estimated Time: 2:15:44
2023-07-27 06:29:09,908 semantic_segmentation INFO: Iters: 145160/150000 || Lr: 0.000910 || Task Loss: 0.2568 || KD Loss: 0.0412|| 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, 19:42:54 || Estimated Time: 2:15:28
2023-07-27 06:29:26,708 semantic_segmentation INFO: Iters: 145170/150000 || Lr: 0.000908 || Task Loss: 0.1805 || KD Loss: 0.0327|| 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, 19:43:11 || Estimated Time: 2:15:11
2023-07-27 06:29:43,404 semantic_segmentation INFO: Iters: 145180/150000 || Lr: 0.000907 || Task Loss: 0.2276 || KD Loss: 0.0354|| 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, 19:43:27 || Estimated Time: 2:14:54
2023-07-27 06:30:00,188 semantic_segmentation INFO: Iters: 145190/150000 || Lr: 0.000905 || Task Loss: 0.2355 || KD Loss: 0.0249|| 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, 19:43:44 || Estimated Time: 2:14:37
2023-07-27 06:30:16,996 semantic_segmentation INFO: Iters: 145200/150000 || Lr: 0.000903 || Task Loss: 0.3907 || KD Loss: 0.0799|| 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, 19:44:01 || Estimated Time: 2:14:20
2023-07-27 06:30:33,737 semantic_segmentation INFO: Iters: 145210/150000 || Lr: 0.000901 || Task Loss: 0.1689 || KD Loss: 0.0191|| 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, 19:44:18 || Estimated Time: 2:14:04
2023-07-27 06:30:50,570 semantic_segmentation INFO: Iters: 145220/150000 || Lr: 0.000900 || Task Loss: 0.2124 || KD Loss: 0.0267|| 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, 19:44:35 || Estimated Time: 2:13:47
2023-07-27 06:31:07,357 semantic_segmentation INFO: Iters: 145230/150000 || Lr: 0.000898 || Task Loss: 0.2073 || KD Loss: 0.0251|| 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, 19:44:51 || Estimated Time: 2:13:30
2023-07-27 06:31:24,139 semantic_segmentation INFO: Iters: 145240/150000 || Lr: 0.000896 || Task Loss: 0.2081 || KD Loss: 0.0299|| 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, 19:45:08 || Estimated Time: 2:13:13
2023-07-27 06:31:40,898 semantic_segmentation INFO: Iters: 145250/150000 || Lr: 0.000895 || Task Loss: 0.2178 || KD Loss: 0.0329|| 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, 19:45:25 || Estimated Time: 2:12:56
2023-07-27 06:31:58,259 semantic_segmentation INFO: Iters: 145260/150000 || Lr: 0.000893 || Task Loss: 0.2838 || KD Loss: 0.0420|| 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, 19:45:42 || Estimated Time: 2:12:40
2023-07-27 06:32:14,957 semantic_segmentation INFO: Iters: 145270/150000 || Lr: 0.000891 || Task Loss: 0.3021 || KD Loss: 0.0520|| 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, 19:45:59 || Estimated Time: 2:12:23
2023-07-27 06:32:31,683 semantic_segmentation INFO: Iters: 145280/150000 || Lr: 0.000890 || Task Loss: 0.2947 || KD Loss: 0.0407|| 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, 19:46:16 || Estimated Time: 2:12:06
2023-07-27 06:32:48,354 semantic_segmentation INFO: Iters: 145290/150000 || Lr: 0.000888 || Task Loss: 0.2634 || KD Loss: 0.0328|| 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, 19:46:32 || Estimated Time: 2:11:49
2023-07-27 06:33:05,141 semantic_segmentation INFO: Iters: 145300/150000 || Lr: 0.000886 || Task Loss: 0.2667 || KD Loss: 0.0370|| 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, 19:46:49 || Estimated Time: 2:11:32
2023-07-27 06:33:21,891 semantic_segmentation INFO: Iters: 145310/150000 || Lr: 0.000884 || Task Loss: 0.2151 || KD Loss: 0.0288|| 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, 19:47:06 || Estimated Time: 2:11:16
2023-07-27 06:33:38,724 semantic_segmentation INFO: Iters: 145320/150000 || Lr: 0.000883 || Task Loss: 0.2708 || KD Loss: 0.0352|| 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, 19:47:23 || Estimated Time: 2:10:59
2023-07-27 06:33:55,488 semantic_segmentation INFO: Iters: 145330/150000 || Lr: 0.000881 || Task Loss: 0.1774 || KD Loss: 0.0256|| 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, 19:47:39 || Estimated Time: 2:10:42
2023-07-27 06:34:12,429 semantic_segmentation INFO: Iters: 145340/150000 || Lr: 0.000879 || Task Loss: 0.2126 || KD Loss: 0.0434|| 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, 19:47:56 || Estimated Time: 2:10:25
2023-07-27 06:34:29,114 semantic_segmentation INFO: Iters: 145350/150000 || Lr: 0.000878 || Task Loss: 0.2629 || KD Loss: 0.0313|| 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, 19:48:13 || Estimated Time: 2:10:08
2023-07-27 06:34:45,871 semantic_segmentation INFO: Iters: 145360/150000 || Lr: 0.000876 || Task Loss: 0.1782 || KD Loss: 0.0227|| 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, 19:48:30 || Estimated Time: 2:09:52
2023-07-27 06:35:02,674 semantic_segmentation INFO: Iters: 145370/150000 || Lr: 0.000874 || Task Loss: 0.2697 || KD Loss: 0.0431|| 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, 19:48:47 || Estimated Time: 2:09:35
2023-07-27 06:35:19,451 semantic_segmentation INFO: Iters: 145380/150000 || Lr: 0.000873 || Task Loss: 0.2853 || KD Loss: 0.0328|| 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, 19:49:03 || Estimated Time: 2:09:18
2023-07-27 06:35:36,267 semantic_segmentation INFO: Iters: 145390/150000 || Lr: 0.000871 || Task Loss: 0.2251 || KD Loss: 0.0225|| 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, 19:49:20 || Estimated Time: 2:09:01
2023-07-27 06:35:56,197 semantic_segmentation INFO: Iters: 145400/150000 || Lr: 0.000869 || Task Loss: 0.2375 || KD Loss: 0.0263|| 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, 19:49:40 || Estimated Time: 2:08:45
2023-07-27 06:36:13,529 semantic_segmentation INFO: Iters: 145410/150000 || Lr: 0.000867 || Task Loss: 0.2455 || KD Loss: 0.0308|| 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, 19:49:58 || Estimated Time: 2:08:28
2023-07-27 06:36:30,338 semantic_segmentation INFO: Iters: 145420/150000 || Lr: 0.000866 || Task Loss: 0.2557 || KD Loss: 0.0327|| 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, 19:50:14 || Estimated Time: 2:08:11
2023-07-27 06:36:47,188 semantic_segmentation INFO: Iters: 145430/150000 || Lr: 0.000864 || Task Loss: 0.2754 || KD Loss: 0.0359|| 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, 19:50:31 || Estimated Time: 2:07:54
2023-07-27 06:37:03,923 semantic_segmentation INFO: Iters: 145440/150000 || Lr: 0.000862 || Task Loss: 0.2062 || KD Loss: 0.0364|| 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, 19:50:48 || Estimated Time: 2:07:37
2023-07-27 06:37:20,788 semantic_segmentation INFO: Iters: 145450/150000 || Lr: 0.000861 || Task Loss: 0.2767 || KD Loss: 0.0494|| 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, 19:51:05 || Estimated Time: 2:07:21
2023-07-27 06:37:37,580 semantic_segmentation INFO: Iters: 145460/150000 || Lr: 0.000859 || Task Loss: 0.1475 || KD Loss: 0.0270|| 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, 19:51:22 || Estimated Time: 2:07:04
2023-07-27 06:37:54,431 semantic_segmentation INFO: Iters: 145470/150000 || Lr: 0.000857 || Task Loss: 0.2297 || KD Loss: 0.0395|| 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, 19:51:38 || Estimated Time: 2:06:47
2023-07-27 06:38:11,161 semantic_segmentation INFO: Iters: 145480/150000 || Lr: 0.000856 || Task Loss: 0.2014 || KD Loss: 0.0231|| 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, 19:51:55 || Estimated Time: 2:06:30
2023-07-27 06:38:27,988 semantic_segmentation INFO: Iters: 145490/150000 || Lr: 0.000854 || Task Loss: 0.3031 || KD Loss: 0.0400|| 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, 19:52:12 || Estimated Time: 2:06:13
2023-07-27 06:38:44,836 semantic_segmentation INFO: Iters: 145500/150000 || Lr: 0.000852 || Task Loss: 0.2460 || KD Loss: 0.0401|| 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, 19:52:29 || Estimated Time: 2:05:57
2023-07-27 06:39:01,983 semantic_segmentation INFO: Iters: 145510/150000 || Lr: 0.000850 || Task Loss: 0.1804 || KD Loss: 0.0299|| 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, 19:52:46 || Estimated Time: 2:05:40
2023-07-27 06:39:18,669 semantic_segmentation INFO: Iters: 145520/150000 || Lr: 0.000849 || Task Loss: 0.2355 || KD Loss: 0.0360|| 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, 19:53:03 || Estimated Time: 2:05:23
2023-07-27 06:39:35,344 semantic_segmentation INFO: Iters: 145530/150000 || Lr: 0.000847 || Task Loss: 0.4861 || KD Loss: 0.0917|| 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, 19:53:19 || Estimated Time: 2:05:06
2023-07-27 06:39:52,231 semantic_segmentation INFO: Iters: 145540/150000 || Lr: 0.000845 || Task Loss: 0.2500 || KD Loss: 0.0209|| 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, 19:53:36 || Estimated Time: 2:04:50
2023-07-27 06:40:09,016 semantic_segmentation INFO: Iters: 145550/150000 || Lr: 0.000844 || Task Loss: 0.2155 || KD Loss: 0.0283|| 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, 19:53:53 || Estimated Time: 2:04:33
2023-07-27 06:40:25,852 semantic_segmentation INFO: Iters: 145560/150000 || Lr: 0.000842 || Task Loss: 0.2437 || KD Loss: 0.0304|| 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, 19:54:10 || Estimated Time: 2:04:16
2023-07-27 06:40:42,642 semantic_segmentation INFO: Iters: 145570/150000 || Lr: 0.000840 || Task Loss: 0.1784 || KD Loss: 0.0243|| 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, 19:54:27 || Estimated Time: 2:03:59
2023-07-27 06:40:59,432 semantic_segmentation INFO: Iters: 145580/150000 || Lr: 0.000839 || Task Loss: 0.2922 || KD Loss: 0.0237|| 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, 19:54:43 || Estimated Time: 2:03:42
2023-07-27 06:41:16,210 semantic_segmentation INFO: Iters: 145590/150000 || Lr: 0.000837 || Task Loss: 0.2482 || KD Loss: 0.0306|| 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, 19:55:00 || Estimated Time: 2:03:26
2023-07-27 06:41:33,173 semantic_segmentation INFO: Iters: 145600/150000 || Lr: 0.000835 || Task Loss: 0.2808 || KD Loss: 0.0390|| 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, 19:55:17 || Estimated Time: 2:03:09
2023-07-27 06:41:33,285 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 06:41:33,728 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-27 06:41:33,750 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-27 06:41:33,768 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.172
2023-07-27 06:41:33,782 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.173
2023-07-27 06:41:33,796 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.242
2023-07-27 06:41:33,808 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.284
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2023-07-27 06:41:34,010 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.536
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2023-07-27 06:41:42,196 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,211 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,225 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,241 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,253 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,268 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,282 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,297 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,310 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,325 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,339 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,354 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,368 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,383 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:42,398 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:42,412 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:42,427 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:42,441 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:42,453 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,467 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,482 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,496 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,508 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,523 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,537 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 06:41:42,552 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,567 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,582 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,597 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,612 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,626 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,641 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:42,654 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:42,669 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:42,683 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:42,701 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:42,716 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-27 06:41:42,731 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.941, mIoU: 0.751
2023-07-27 06:41:42,742 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 06:41:42,755 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 06:41:42,770 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 06:41:42,783 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,797 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,810 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,823 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,837 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:42,853 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:42,868 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,883 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,896 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,911 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,924 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,939 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,954 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:42,969 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:42,984 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:42,999 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 06:41:43,014 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 06:41:43,027 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 06:41:43,042 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 06:41:43,057 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,069 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,083 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,097 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,112 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,127 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,140 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,154 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,169 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,183 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,196 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,209 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,216 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 06:41:43,231 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,247 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,262 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,277 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,291 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,306 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,321 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-27 06:41:43,336 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,348 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,363 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,377 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,392 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:43,407 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,419 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,432 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,445 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:43,459 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:43,472 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:43,485 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:43,498 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:43,512 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,527 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,538 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,552 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,565 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,576 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:43,591 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:43,606 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:43,620 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,635 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,650 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,664 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,677 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,692 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,707 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,724 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,740 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,755 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 06:41:43,770 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 06:41:43,783 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:43,796 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:43,809 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:43,824 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 06:41:43,841 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,853 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,866 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,881 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,896 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,912 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,927 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,942 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,954 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:43,969 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:43,982 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:43,995 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,010 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,024 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,040 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,053 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,069 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,084 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,096 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,109 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,125 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,140 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,156 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,171 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,184 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,197 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,211 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,224 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,246 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,264 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,277 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,292 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,305 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,320 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,336 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,348 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,361 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,375 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,389 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,402 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,416 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,430 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,443 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,456 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,470 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,484 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,500 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,512 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,526 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 06:41:44,554 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 06:41:44,579 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:44,595 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,610 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,622 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:44,653 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:44,668 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,683 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,696 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,709 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:44,736 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:44,749 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:44,791 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,804 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,819 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,834 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,849 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,865 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,878 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,891 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,906 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,922 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,938 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,953 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,965 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:44,978 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:44,989 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,004 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,020 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,033 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,047 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,058 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,071 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,085 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,100 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,112 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,127 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,140 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,154 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:45,167 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,182 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,195 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,211 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,226 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:45,239 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,255 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,271 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,286 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,301 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,316 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,330 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,345 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,359 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,374 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,389 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,402 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,416 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,429 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,445 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,458 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,475 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,489 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,502 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,516 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,532 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,546 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,559 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,574 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,589 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,602 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:45,617 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,633 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,647 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,661 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,673 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,689 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 06:41:45,704 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:45,720 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:45,733 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 06:41:45,749 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:45,764 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,779 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,793 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,806 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,820 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,832 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,846 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,860 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:45,872 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,887 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,899 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,913 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,928 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,943 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,958 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,972 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,985 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:45,999 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,015 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,029 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,045 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,060 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,070 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,084 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,096 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,111 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,126 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,141 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,154 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,169 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,183 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,197 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,213 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,229 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,242 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,257 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,272 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,287 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,300 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,315 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,329 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,345 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,357 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,372 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 06:41:46,387 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,399 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,413 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,428 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,440 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,454 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,467 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,481 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,495 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,510 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,524 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,539 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,555 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,567 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,580 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:46,594 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,607 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,620 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,635 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,649 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,664 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,679 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:46,692 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,705 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,721 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,735 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,748 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,763 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,776 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,791 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,804 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,820 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,835 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,850 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:46,860 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,876 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,892 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,905 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,919 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,934 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,950 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,963 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,979 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:46,993 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,009 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,024 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,039 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,054 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,069 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,082 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,096 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,110 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,124 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-27 06:41:47,136 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,150 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,165 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,179 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,186 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,199 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,212 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,224 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-27 06:41:47,236 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,251 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,266 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,281 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,293 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,307 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,322 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,333 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,348 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,361 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,376 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,391 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,406 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,421 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,432 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,445 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,459 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,474 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,488 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,503 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,516 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,527 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,538 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,550 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,561 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,576 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,588 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 06:41:47,618 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,633 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:47,647 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,662 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,677 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,692 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,708 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,722 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,736 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,752 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:47,767 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,780 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,793 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,808 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,821 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,836 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,848 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,863 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,877 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:47,894 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 06:41:47,909 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 06:41:47,922 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:47,936 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:47,950 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:47,965 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:47,980 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:47,992 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:48,005 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:48,020 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:48,034 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 06:41:48,048 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 06:41:48,062 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 06:41:48,077 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 06:41:48,092 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 06:41:48,106 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,120 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,133 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,147 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,157 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,170 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,184 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,196 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,211 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 06:41:48,225 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,239 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,255 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,270 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,285 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,300 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,312 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,328 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,340 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,355 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,370 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,383 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,397 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,410 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,425 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,440 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,455 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,470 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,484 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,497 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,509 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,525 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 06:41:48,538 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,551 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,566 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,581 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,595 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,608 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 06:41:48,783 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,798 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,812 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,828 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 06:41:48,843 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 06:41:48,884 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.944, mIoU: 0.753
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2023-07-27 06:41:48,941 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 06:41:48,956 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 06:41:48,972 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 06:41:48,989 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:49,032 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:49,166 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 06:41:49,247 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:49,318 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:49,332 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:49,349 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:41:49,363 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-27 06:41:49,380 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.943, mIoU: 0.747
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2023-07-27 06:41:50,291 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,306 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,319 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,334 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,351 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,364 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:50,376 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:50,391 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:50,407 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:50,422 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 06:41:50,436 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.943, mIoU: 0.749
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2023-07-27 06:41:50,464 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 06:41:50,478 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,492 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 06:41:50,522 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 06:41:50,552 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,567 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,582 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,595 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,610 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,623 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:50,667 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 06:41:50,694 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,706 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,721 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,737 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,753 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:50,766 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:50,842 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:50,868 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,884 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,899 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,914 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,927 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,939 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,954 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,967 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:50,982 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 06:41:51,011 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 06:41:51,024 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 06:41:51,111 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,124 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,140 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:51,170 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:41:51,198 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,212 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,228 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,243 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,258 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,272 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:51,285 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 06:41:51,300 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:51,470 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:51,482 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:41:51,541 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:41:51,570 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.942, mIoU: 0.746
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2023-07-27 06:41:51,658 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:51,773 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 06:41:52,187 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 06:41:52,983 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:52,998 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,016 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,033 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,049 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,064 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,072 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,088 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,101 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,114 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,130 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,145 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:53,160 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,175 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,189 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,204 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,218 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 06:41:53,231 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 06:41:53,245 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 06:41:53,261 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 06:41:53,275 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 06:41:53,290 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,304 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,320 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,332 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,346 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,360 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,375 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,388 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,401 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,416 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,431 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,446 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.745
2023-07-27 06:41:53,461 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,475 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,490 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,505 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,518 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,533 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,546 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,561 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,576 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,591 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,606 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,618 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,634 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,648 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,663 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,678 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,692 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,707 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.941, mIoU: 0.746
2023-07-27 06:41:53,722 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,735 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,749 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,762 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,777 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,791 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,806 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,821 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,835 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,849 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,859 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,873 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,886 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,900 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,915 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,929 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,943 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,954 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,964 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,980 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:53,995 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,010 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,023 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,039 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,055 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,068 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,083 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,098 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,112 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,126 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,139 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,154 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,168 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,183 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,195 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,209 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,223 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.746
2023-07-27 06:41:54,238 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,253 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,265 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,279 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,293 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:41:54,310 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 06:42:10,921 semantic_segmentation INFO: Iters: 145610/150000 || Lr: 0.000833 || Task Loss: 0.3047 || KD Loss: 0.0248|| 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, 19:55:55 || Estimated Time: 2:02:53
2023-07-27 06:42:27,714 semantic_segmentation INFO: Iters: 145620/150000 || Lr: 0.000832 || Task Loss: 0.2295 || KD Loss: 0.0346|| 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, 19:56:12 || Estimated Time: 2:02:36
2023-07-27 06:42:44,460 semantic_segmentation INFO: Iters: 145630/150000 || Lr: 0.000830 || Task Loss: 0.1901 || KD Loss: 0.0243|| 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, 19:56:28 || Estimated Time: 2:02:19
2023-07-27 06:43:01,300 semantic_segmentation INFO: Iters: 145640/150000 || Lr: 0.000828 || Task Loss: 0.2615 || KD Loss: 0.0316|| 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, 19:56:45 || Estimated Time: 2:02:02
2023-07-27 06:43:18,164 semantic_segmentation INFO: Iters: 145650/150000 || Lr: 0.000827 || Task Loss: 0.3598 || KD Loss: 0.0748|| 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, 19:57:02 || Estimated Time: 2:01:45
2023-07-27 06:43:35,295 semantic_segmentation INFO: Iters: 145660/150000 || Lr: 0.000825 || Task Loss: 0.2006 || KD Loss: 0.0419|| 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, 19:57:19 || Estimated Time: 2:01:29
2023-07-27 06:43:52,076 semantic_segmentation INFO: Iters: 145670/150000 || Lr: 0.000823 || Task Loss: 0.2707 || 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, 19:57:36 || Estimated Time: 2:01:12
2023-07-27 06:44:08,883 semantic_segmentation INFO: Iters: 145680/150000 || Lr: 0.000821 || Task Loss: 0.2222 || KD Loss: 0.0306|| 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, 19:57:53 || Estimated Time: 2:00:55
2023-07-27 06:44:25,886 semantic_segmentation INFO: Iters: 145690/150000 || Lr: 0.000820 || Task Loss: 0.2422 || KD Loss: 0.0246|| 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, 19:58:10 || Estimated Time: 2:00:38
2023-07-27 06:44:42,680 semantic_segmentation INFO: Iters: 145700/150000 || Lr: 0.000818 || Task Loss: 0.2362 || KD Loss: 0.0473|| 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, 19:58:27 || Estimated Time: 2:00:21
2023-07-27 06:44:59,681 semantic_segmentation INFO: Iters: 145710/150000 || Lr: 0.000816 || Task Loss: 0.2007 || KD Loss: 0.0395|| 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, 19:58:44 || Estimated Time: 2:00:05
2023-07-27 06:45:16,527 semantic_segmentation INFO: Iters: 145720/150000 || Lr: 0.000815 || Task Loss: 0.4025 || KD Loss: 0.0651|| 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, 19:59:01 || Estimated Time: 1:59:48
2023-07-27 06:45:33,332 semantic_segmentation INFO: Iters: 145730/150000 || Lr: 0.000813 || Task Loss: 0.2913 || KD Loss: 0.0423|| 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, 19:59:17 || Estimated Time: 1:59:31
2023-07-27 06:45:50,653 semantic_segmentation INFO: Iters: 145740/150000 || Lr: 0.000811 || Task Loss: 0.3169 || KD Loss: 0.0454|| 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, 19:59:35 || Estimated Time: 1:59:14
2023-07-27 06:46:07,369 semantic_segmentation INFO: Iters: 145750/150000 || Lr: 0.000809 || Task Loss: 0.2737 || KD Loss: 0.0307|| 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, 19:59:51 || Estimated Time: 1:58:57
2023-07-27 06:46:24,225 semantic_segmentation INFO: Iters: 145760/150000 || Lr: 0.000808 || Task Loss: 0.2217 || KD Loss: 0.0430|| 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, 20:00:08 || Estimated Time: 1:58:41
2023-07-27 06:46:41,031 semantic_segmentation INFO: Iters: 145770/150000 || Lr: 0.000806 || Task Loss: 0.2869 || KD Loss: 0.0312|| 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, 20:00:25 || Estimated Time: 1:58:24
2023-07-27 06:46:57,902 semantic_segmentation INFO: Iters: 145780/150000 || Lr: 0.000804 || Task Loss: 0.3041 || KD Loss: 0.0407|| 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, 20:00:42 || Estimated Time: 1:58:07
2023-07-27 06:47:14,640 semantic_segmentation INFO: Iters: 145790/150000 || Lr: 0.000803 || Task Loss: 0.2261 || KD Loss: 0.0371|| 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, 20:00:59 || Estimated Time: 1:57:50
2023-07-27 06:47:31,508 semantic_segmentation INFO: Iters: 145800/150000 || Lr: 0.000801 || Task Loss: 0.2192 || KD Loss: 0.0260|| 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, 20:01:15 || Estimated Time: 1:57:34
2023-07-27 06:47:48,921 semantic_segmentation INFO: Iters: 145810/150000 || Lr: 0.000799 || Task Loss: 0.1967 || KD Loss: 0.0286|| 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, 20:01:33 || Estimated Time: 1:57:17
2023-07-27 06:48:05,630 semantic_segmentation INFO: Iters: 145820/150000 || Lr: 0.000797 || Task Loss: 0.2304 || KD Loss: 0.0382|| 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, 20:01:50 || Estimated Time: 1:57:00
2023-07-27 06:48:22,410 semantic_segmentation INFO: Iters: 145830/150000 || Lr: 0.000796 || Task Loss: 0.2384 || KD Loss: 0.0366|| 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, 20:02:06 || Estimated Time: 1:56:43
2023-07-27 06:48:39,127 semantic_segmentation INFO: Iters: 145840/150000 || Lr: 0.000794 || Task Loss: 0.2899 || KD Loss: 0.0320|| 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, 20:02:23 || Estimated Time: 1:56:26
2023-07-27 06:48:55,949 semantic_segmentation INFO: Iters: 145850/150000 || Lr: 0.000792 || Task Loss: 0.2423 || KD Loss: 0.0322|| 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, 20:02:40 || Estimated Time: 1:56:10
2023-07-27 06:49:12,803 semantic_segmentation INFO: Iters: 145860/150000 || Lr: 0.000791 || Task Loss: 0.2081 || KD Loss: 0.0354|| 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, 20:02:57 || Estimated Time: 1:55:53
2023-07-27 06:49:29,617 semantic_segmentation INFO: Iters: 145870/150000 || Lr: 0.000789 || Task Loss: 0.2027 || KD Loss: 0.0217|| 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, 20:03:14 || Estimated Time: 1:55:36
2023-07-27 06:49:46,490 semantic_segmentation INFO: Iters: 145880/150000 || Lr: 0.000787 || Task Loss: 0.2956 || KD Loss: 0.0660|| 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, 20:03:30 || Estimated Time: 1:55:19
2023-07-27 06:50:03,315 semantic_segmentation INFO: Iters: 145890/150000 || Lr: 0.000785 || Task Loss: 0.2772 || KD Loss: 0.0392|| 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, 20:03:47 || Estimated Time: 1:55:02
2023-07-27 06:50:19,988 semantic_segmentation INFO: Iters: 145900/150000 || Lr: 0.000784 || Task Loss: 0.2568 || KD Loss: 0.0427|| 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, 20:04:04 || Estimated Time: 1:54:46
2023-07-27 06:50:36,883 semantic_segmentation INFO: Iters: 145910/150000 || Lr: 0.000782 || Task Loss: 0.2208 || KD Loss: 0.0200|| 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, 20:04:21 || Estimated Time: 1:54:29
2023-07-27 06:50:53,648 semantic_segmentation INFO: Iters: 145920/150000 || Lr: 0.000780 || Task Loss: 0.3187 || KD Loss: 0.0256|| 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, 20:04:38 || Estimated Time: 1:54:12
2023-07-27 06:51:10,540 semantic_segmentation INFO: Iters: 145930/150000 || Lr: 0.000779 || Task Loss: 0.2070 || KD Loss: 0.0296|| 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, 20:04:55 || Estimated Time: 1:53:55
2023-07-27 06:51:27,351 semantic_segmentation INFO: Iters: 145940/150000 || Lr: 0.000777 || Task Loss: 0.2823 || KD Loss: 0.0539|| 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, 20:05:11 || Estimated Time: 1:53:38
2023-07-27 06:51:44,141 semantic_segmentation INFO: Iters: 145950/150000 || Lr: 0.000775 || Task Loss: 0.2557 || KD Loss: 0.0404|| 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, 20:05:28 || Estimated Time: 1:53:22
2023-07-27 06:52:01,000 semantic_segmentation INFO: Iters: 145960/150000 || Lr: 0.000773 || Task Loss: 0.2335 || KD Loss: 0.0311|| 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, 20:05:45 || Estimated Time: 1:53:05
2023-07-27 06:52:17,753 semantic_segmentation INFO: Iters: 145970/150000 || Lr: 0.000772 || Task Loss: 0.2148 || KD Loss: 0.0239|| 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, 20:06:02 || Estimated Time: 1:52:48
2023-07-27 06:52:34,539 semantic_segmentation INFO: Iters: 145980/150000 || Lr: 0.000770 || Task Loss: 0.1706 || KD Loss: 0.0292|| 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, 20:06:19 || Estimated Time: 1:52:31
2023-07-27 06:52:51,321 semantic_segmentation INFO: Iters: 145990/150000 || Lr: 0.000768 || Task Loss: 0.2632 || KD Loss: 0.0463|| 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, 20:06:35 || Estimated Time: 1:52:14
2023-07-27 06:53:08,084 semantic_segmentation INFO: Iters: 146000/150000 || Lr: 0.000766 || Task Loss: 0.3185 || KD Loss: 0.0536|| 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, 20:06:52 || Estimated Time: 1:51:58
2023-07-27 06:53:24,805 semantic_segmentation INFO: Iters: 146010/150000 || Lr: 0.000765 || Task Loss: 0.2754 || KD Loss: 0.0424|| 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, 20:07:09 || Estimated Time: 1:51:41
2023-07-27 06:53:41,682 semantic_segmentation INFO: Iters: 146020/150000 || Lr: 0.000763 || Task Loss: 0.3181 || KD Loss: 0.0425|| 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, 20:07:26 || Estimated Time: 1:51:24
2023-07-27 06:53:58,467 semantic_segmentation INFO: Iters: 146030/150000 || Lr: 0.000761 || Task Loss: 0.2316 || KD Loss: 0.0295|| 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, 20:07:42 || Estimated Time: 1:51:07
2023-07-27 06:54:15,288 semantic_segmentation INFO: Iters: 146040/150000 || Lr: 0.000760 || Task Loss: 0.2240 || KD Loss: 0.0277|| 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, 20:07:59 || Estimated Time: 1:50:50
2023-07-27 06:54:31,927 semantic_segmentation INFO: Iters: 146050/150000 || Lr: 0.000758 || Task Loss: 0.2330 || KD Loss: 0.0245|| 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, 20:08:16 || Estimated Time: 1:50:34
2023-07-27 06:54:48,746 semantic_segmentation INFO: Iters: 146060/150000 || Lr: 0.000756 || Task Loss: 0.2724 || KD Loss: 0.0382|| 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, 20:08:33 || Estimated Time: 1:50:17
2023-07-27 06:55:05,632 semantic_segmentation INFO: Iters: 146070/150000 || Lr: 0.000754 || Task Loss: 0.2679 || KD Loss: 0.0492|| 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, 20:08:50 || Estimated Time: 1:50:00
2023-07-27 06:55:22,382 semantic_segmentation INFO: Iters: 146080/150000 || Lr: 0.000753 || Task Loss: 0.3247 || KD Loss: 0.0504|| 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, 20:09:06 || Estimated Time: 1:49:43
2023-07-27 06:55:39,234 semantic_segmentation INFO: Iters: 146090/150000 || Lr: 0.000751 || Task Loss: 0.2041 || 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, 20:09:23 || Estimated Time: 1:49:26
2023-07-27 06:55:55,869 semantic_segmentation INFO: Iters: 146100/150000 || Lr: 0.000749 || Task Loss: 0.2420 || KD Loss: 0.0257|| 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, 20:09:40 || Estimated Time: 1:49:10
2023-07-27 06:56:12,740 semantic_segmentation INFO: Iters: 146110/150000 || Lr: 0.000747 || Task Loss: 0.1733 || KD Loss: 0.0217|| 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, 20:09:57 || Estimated Time: 1:48:53
2023-07-27 06:56:29,524 semantic_segmentation INFO: Iters: 146120/150000 || Lr: 0.000746 || Task Loss: 0.2593 || KD Loss: 0.0255|| 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, 20:10:14 || Estimated Time: 1:48:36
2023-07-27 06:56:46,227 semantic_segmentation INFO: Iters: 146130/150000 || Lr: 0.000744 || Task Loss: 0.2928 || KD Loss: 0.0266|| 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, 20:10:30 || Estimated Time: 1:48:19
2023-07-27 06:57:03,114 semantic_segmentation INFO: Iters: 146140/150000 || Lr: 0.000742 || Task Loss: 0.1816 || KD Loss: 0.0266|| 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, 20:10:47 || Estimated Time: 1:48:03
2023-07-27 06:57:19,860 semantic_segmentation INFO: Iters: 146150/150000 || Lr: 0.000741 || Task Loss: 0.2031 || KD Loss: 0.0435|| 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, 20:11:04 || Estimated Time: 1:47:46
2023-07-27 06:57:36,703 semantic_segmentation INFO: Iters: 146160/150000 || Lr: 0.000739 || Task Loss: 0.2790 || KD Loss: 0.0353|| 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, 20:11:21 || Estimated Time: 1:47:29
2023-07-27 06:57:53,604 semantic_segmentation INFO: Iters: 146170/150000 || Lr: 0.000737 || Task Loss: 0.2337 || KD Loss: 0.0282|| 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, 20:11:38 || Estimated Time: 1:47:12
2023-07-27 06:58:10,376 semantic_segmentation INFO: Iters: 146180/150000 || Lr: 0.000735 || Task Loss: 0.2238 || KD Loss: 0.0240|| 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, 20:11:54 || Estimated Time: 1:46:55
2023-07-27 06:58:27,658 semantic_segmentation INFO: Iters: 146190/150000 || Lr: 0.000734 || Task Loss: 0.1944 || KD Loss: 0.0224|| 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, 20:12:12 || Estimated Time: 1:46:39
2023-07-27 06:58:44,487 semantic_segmentation INFO: Iters: 146200/150000 || Lr: 0.000732 || Task Loss: 0.1858 || KD Loss: 0.0212|| 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, 20:12:28 || Estimated Time: 1:46:22
2023-07-27 06:59:01,265 semantic_segmentation INFO: Iters: 146210/150000 || Lr: 0.000730 || Task Loss: 0.2764 || KD Loss: 0.0468|| 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, 20:12:45 || Estimated Time: 1:46:05
2023-07-27 06:59:18,103 semantic_segmentation INFO: Iters: 146220/150000 || Lr: 0.000728 || Task Loss: 0.2884 || KD Loss: 0.0441|| 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, 20:13:02 || Estimated Time: 1:45:48
2023-07-27 06:59:34,890 semantic_segmentation INFO: Iters: 146230/150000 || Lr: 0.000727 || Task Loss: 0.2748 || KD Loss: 0.0338|| 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, 20:13:19 || Estimated Time: 1:45:31
2023-07-27 06:59:51,667 semantic_segmentation INFO: Iters: 146240/150000 || Lr: 0.000725 || Task Loss: 0.2933 || KD Loss: 0.0417|| 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, 20:13:36 || Estimated Time: 1:45:15
2023-07-27 07:00:08,474 semantic_segmentation INFO: Iters: 146250/150000 || Lr: 0.000723 || Task Loss: 0.2281 || KD Loss: 0.0291|| 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, 20:13:52 || Estimated Time: 1:44:58
2023-07-27 07:00:27,990 semantic_segmentation INFO: Iters: 146260/150000 || Lr: 0.000722 || Task Loss: 0.2451 || KD Loss: 0.0318|| 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, 20:14:12 || Estimated Time: 1:44:41
2023-07-27 07:00:45,959 semantic_segmentation INFO: Iters: 146270/150000 || Lr: 0.000720 || Task Loss: 0.2812 || KD Loss: 0.0321|| 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, 20:14:30 || Estimated Time: 1:44:24
2023-07-27 07:01:02,776 semantic_segmentation INFO: Iters: 146280/150000 || Lr: 0.000718 || Task Loss: 0.2916 || KD Loss: 0.0387|| 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, 20:14:47 || Estimated Time: 1:44:07
2023-07-27 07:01:19,927 semantic_segmentation INFO: Iters: 146290/150000 || Lr: 0.000716 || Task Loss: 0.3149 || KD Loss: 0.0620|| 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, 20:15:04 || Estimated Time: 1:43:51
2023-07-27 07:01:36,778 semantic_segmentation INFO: Iters: 146300/150000 || Lr: 0.000715 || Task Loss: 0.1689 || KD Loss: 0.0230|| 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, 20:15:21 || Estimated Time: 1:43:34
2023-07-27 07:01:53,552 semantic_segmentation INFO: Iters: 146310/150000 || Lr: 0.000713 || Task Loss: 0.3414 || KD Loss: 0.0391|| 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, 20:15:38 || Estimated Time: 1:43:17
2023-07-27 07:02:10,676 semantic_segmentation INFO: Iters: 146320/150000 || Lr: 0.000711 || Task Loss: 0.2386 || KD Loss: 0.0281|| 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, 20:15:55 || Estimated Time: 1:43:00
2023-07-27 07:02:27,497 semantic_segmentation INFO: Iters: 146330/150000 || Lr: 0.000709 || Task Loss: 0.3007 || KD Loss: 0.0453|| 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, 20:16:11 || Estimated Time: 1:42:44
2023-07-27 07:02:44,964 semantic_segmentation INFO: Iters: 146340/150000 || Lr: 0.000708 || Task Loss: 0.1986 || KD Loss: 0.0335|| 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, 20:16:29 || Estimated Time: 1:42:27
2023-07-27 07:03:01,741 semantic_segmentation INFO: Iters: 146350/150000 || Lr: 0.000706 || Task Loss: 0.2106 || KD Loss: 0.0324|| 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, 20:16:46 || Estimated Time: 1:42:10
2023-07-27 07:03:18,440 semantic_segmentation INFO: Iters: 146360/150000 || Lr: 0.000704 || Task Loss: 0.1436 || KD Loss: 0.0267|| 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, 20:17:02 || Estimated Time: 1:41:53
2023-07-27 07:03:35,472 semantic_segmentation INFO: Iters: 146370/150000 || Lr: 0.000702 || Task Loss: 0.2061 || KD Loss: 0.0218|| 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, 20:17:19 || Estimated Time: 1:41:36
2023-07-27 07:03:52,250 semantic_segmentation INFO: Iters: 146380/150000 || Lr: 0.000701 || Task Loss: 0.2686 || KD Loss: 0.0238|| 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, 20:17:36 || Estimated Time: 1:41:20
2023-07-27 07:04:09,111 semantic_segmentation INFO: Iters: 146390/150000 || Lr: 0.000699 || Task Loss: 0.3203 || KD Loss: 0.0367|| 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, 20:17:53 || Estimated Time: 1:41:03
2023-07-27 07:04:25,995 semantic_segmentation INFO: Iters: 146400/150000 || Lr: 0.000697 || Task Loss: 0.2394 || KD Loss: 0.0391|| 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, 20:18:10 || Estimated Time: 1:40:46
2023-07-27 07:04:26,111 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:04:26,570 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.091
2023-07-27 07:04:26,595 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.136
2023-07-27 07:04:26,607 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.172
2023-07-27 07:04:26,621 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.981, mIoU: 0.172
2023-07-27 07:04:26,634 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.245
2023-07-27 07:04:26,646 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.288
2023-07-27 07:04:26,659 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.333
2023-07-27 07:04:26,673 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.339
2023-07-27 07:04:26,686 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.376
2023-07-27 07:04:26,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.423
2023-07-27 07:04:26,714 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.466
2023-07-27 07:04:26,729 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.512
2023-07-27 07:04:26,741 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.509
2023-07-27 07:04:26,756 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.491
2023-07-27 07:04:26,770 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.488
2023-07-27 07:04:26,782 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.483
2023-07-27 07:04:26,794 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.474
2023-07-27 07:04:26,806 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.475
2023-07-27 07:04:26,820 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.473
2023-07-27 07:04:26,836 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.532
2023-07-27 07:04:26,850 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.533
2023-07-27 07:04:26,865 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.540
2023-07-27 07:04:26,879 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.573
2023-07-27 07:04:26,894 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.575
2023-07-27 07:04:26,910 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-27 07:04:26,923 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.580
2023-07-27 07:04:26,937 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.585
2023-07-27 07:04:26,949 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.954, mIoU: 0.587
2023-07-27 07:04:26,965 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.575
2023-07-27 07:04:26,979 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.576
2023-07-27 07:04:26,993 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-27 07:04:27,007 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.576
2023-07-27 07:04:27,022 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.586
2023-07-27 07:04:27,036 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.583
2023-07-27 07:04:27,050 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.627
2023-07-27 07:04:27,064 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.954, mIoU: 0.627
2023-07-27 07:04:27,077 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.627
2023-07-27 07:04:27,089 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.673
2023-07-27 07:04:27,105 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.674
2023-07-27 07:04:27,118 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.956, mIoU: 0.673
2023-07-27 07:04:27,131 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 07:04:27,146 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-27 07:04:27,160 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.954, mIoU: 0.687
2023-07-27 07:04:27,173 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.955, mIoU: 0.687
2023-07-27 07:04:27,187 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-27 07:04:27,202 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.702
2023-07-27 07:04:27,215 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.956, mIoU: 0.703
2023-07-27 07:04:27,227 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.704
2023-07-27 07:04:27,241 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.957, mIoU: 0.705
2023-07-27 07:04:27,257 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.955, mIoU: 0.700
2023-07-27 07:04:27,272 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 07:04:27,288 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-27 07:04:27,303 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 07:04:27,319 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.956, mIoU: 0.696
2023-07-27 07:04:27,334 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.956, mIoU: 0.703
2023-07-27 07:04:27,348 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.956, mIoU: 0.701
2023-07-27 07:04:27,364 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.956, mIoU: 0.698
2023-07-27 07:04:27,381 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-27 07:04:27,395 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-27 07:04:27,410 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-27 07:04:27,424 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-27 07:04:27,440 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-27 07:04:27,453 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.954, mIoU: 0.735
2023-07-27 07:04:27,472 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.955, mIoU: 0.738
2023-07-27 07:04:27,485 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.738
2023-07-27 07:04:27,501 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.737
2023-07-27 07:04:27,516 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.956, mIoU: 0.737
2023-07-27 07:04:27,529 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.957, mIoU: 0.783
2023-07-27 07:04:27,545 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.957, mIoU: 0.783
2023-07-27 07:04:27,561 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.957, mIoU: 0.784
2023-07-27 07:04:27,577 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.957, mIoU: 0.801
2023-07-27 07:04:27,590 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.957, mIoU: 0.801
2023-07-27 07:04:27,605 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.957, mIoU: 0.800
2023-07-27 07:04:27,621 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.799
2023-07-27 07:04:27,635 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.958, mIoU: 0.801
2023-07-27 07:04:27,650 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.801
2023-07-27 07:04:27,665 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.795
2023-07-27 07:04:27,675 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.792
2023-07-27 07:04:27,690 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 07:04:27,706 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.794
2023-07-27 07:04:27,719 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.795
2023-07-27 07:04:27,734 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.795
2023-07-27 07:04:27,749 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.793
2023-07-27 07:04:27,764 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.786
2023-07-27 07:04:27,779 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-27 07:04:27,794 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.788
2023-07-27 07:04:27,809 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.787
2023-07-27 07:04:27,824 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.952, mIoU: 0.788
2023-07-27 07:04:27,838 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.785
2023-07-27 07:04:27,851 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.785
2023-07-27 07:04:27,866 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.782
2023-07-27 07:04:27,882 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.783
2023-07-27 07:04:27,897 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-27 07:04:27,913 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.786
2023-07-27 07:04:27,928 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.781
2023-07-27 07:04:27,944 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-27 07:04:27,959 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-27 07:04:27,974 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:04:27,990 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,004 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,019 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 07:04:28,034 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 07:04:28,048 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:04:28,063 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,079 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,092 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:04:28,107 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:04:28,122 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,135 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.780
2023-07-27 07:04:28,148 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:04:28,160 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:04:28,173 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:04:28,188 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 07:04:28,202 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 07:04:28,217 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 07:04:28,229 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.952, mIoU: 0.780
2023-07-27 07:04:28,242 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 07:04:28,257 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.774
2023-07-27 07:04:28,269 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-27 07:04:28,283 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.773
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2023-07-27 07:04:33,891 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.943, mIoU: 0.758
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2023-07-27 07:04:33,922 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.943, mIoU: 0.759
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2023-07-27 07:04:33,953 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:04:33,966 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:04:33,980 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 07:04:34,011 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:04:34,026 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 07:04:34,088 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:04:34,101 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:34,115 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:34,127 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:34,141 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.943, mIoU: 0.756
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2023-07-27 07:04:34,222 semantic_segmentation INFO: Sample: 535, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 07:04:34,236 semantic_segmentation INFO: Sample: 536, Validation pixAcc: 0.943, mIoU: 0.758
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2023-07-27 07:04:34,276 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.943, mIoU: 0.759
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2023-07-27 07:04:34,336 semantic_segmentation INFO: Sample: 543, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:04:34,349 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:04:34,365 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.943, mIoU: 0.759
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2023-07-27 07:04:34,410 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.943, mIoU: 0.759
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2023-07-27 07:04:34,512 semantic_segmentation INFO: Sample: 555, Validation pixAcc: 0.943, mIoU: 0.760
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2023-07-27 07:04:34,541 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.943, mIoU: 0.760
2023-07-27 07:04:34,556 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.943, mIoU: 0.761
2023-07-27 07:04:34,571 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.943, mIoU: 0.761
2023-07-27 07:04:34,583 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.943, mIoU: 0.761
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2023-07-27 07:04:34,869 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:04:34,884 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.943, mIoU: 0.759
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2023-07-27 07:04:34,914 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:04:34,928 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:04:34,943 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:04:34,956 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,013 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,205 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,233 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,263 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,308 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.944, mIoU: 0.761
2023-07-27 07:04:35,323 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.944, mIoU: 0.761
2023-07-27 07:04:35,337 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.944, mIoU: 0.761
2023-07-27 07:04:35,352 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.944, mIoU: 0.761
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2023-07-27 07:04:35,379 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:04:35,394 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.943, mIoU: 0.760
2023-07-27 07:04:35,409 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,436 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:04:35,451 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.944, mIoU: 0.761
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2023-07-27 07:04:35,568 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.944, mIoU: 0.762
2023-07-27 07:04:35,582 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.944, mIoU: 0.764
2023-07-27 07:04:35,596 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.944, mIoU: 0.764
2023-07-27 07:04:35,611 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.944, mIoU: 0.764
2023-07-27 07:04:35,629 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.944, mIoU: 0.764
2023-07-27 07:04:35,644 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.944, mIoU: 0.762
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2023-07-27 07:04:35,683 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.943, mIoU: 0.761
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2023-07-27 07:04:35,739 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,784 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,842 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,886 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:04:35,931 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.943, mIoU: 0.757
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2023-07-27 07:04:36,689 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.945, mIoU: 0.763
2023-07-27 07:04:36,704 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.945, mIoU: 0.764
2023-07-27 07:04:36,720 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.945, mIoU: 0.764
2023-07-27 07:04:36,733 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.945, mIoU: 0.764
2023-07-27 07:04:36,746 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.945, mIoU: 0.764
2023-07-27 07:04:36,759 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,774 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,790 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,803 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.945, mIoU: 0.763
2023-07-27 07:04:36,816 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.945, mIoU: 0.763
2023-07-27 07:04:36,831 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,845 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,860 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,875 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,890 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:36,903 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.945, mIoU: 0.763
2023-07-27 07:04:36,918 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:36,931 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:36,946 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:36,961 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:36,975 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:36,991 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,004 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,019 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,035 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,048 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,061 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,080 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,097 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,113 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,128 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,140 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,153 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,167 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,180 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,195 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,212 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,225 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,241 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,254 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,269 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,284 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,297 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,310 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,325 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,340 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,353 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,368 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,384 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,398 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,411 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,426 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,441 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,458 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,471 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,485 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,498 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,513 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,526 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,539 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,554 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:37,569 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,583 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,598 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,614 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,630 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,645 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:37,659 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,671 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,685 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,699 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,711 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,725 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,740 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,753 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,765 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,779 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,795 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,809 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,825 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:37,838 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:37,850 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,865 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,880 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,896 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,910 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,923 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:37,936 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:37,947 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:37,963 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:37,979 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:37,993 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,008 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,019 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,033 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,048 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,063 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,076 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,092 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,107 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,123 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,136 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,151 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:38,164 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,178 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,193 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,206 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,221 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,236 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,251 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,265 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,280 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,294 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,309 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,323 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,337 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,352 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,365 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,379 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,393 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,409 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,423 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,439 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,454 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,466 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,480 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,496 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,511 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,524 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,540 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,554 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,567 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,581 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,597 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,611 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,624 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,635 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,652 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:04:38,667 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:04:38,681 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,694 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,709 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:38,724 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,739 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,753 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,766 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,781 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,794 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:38,808 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,822 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,835 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,850 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,862 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,877 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,892 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,906 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,920 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,935 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,949 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,962 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,978 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:38,993 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,008 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,023 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,032 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,046 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,059 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,074 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,088 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,104 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,119 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,134 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,149 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,163 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,179 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,195 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,207 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,223 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,238 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,253 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,265 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,280 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,295 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,310 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,323 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,337 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,352 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,365 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,380 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,395 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,407 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,421 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,434 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,448 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,463 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,478 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,493 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.762
2023-07-27 07:04:39,508 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,523 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,535 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,548 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:39,563 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,576 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,589 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,604 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,619 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,634 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,650 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,663 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,676 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:39,692 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,707 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,720 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,735 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,748 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,763 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,778 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,794 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,809 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,824 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,833 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,849 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,865 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,878 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,893 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,908 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,923 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,935 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,950 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,965 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:39,980 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:39,995 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,010 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,026 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,041 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,054 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,069 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,084 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:04:40,098 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,110 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,125 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,142 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,157 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,164 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,177 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,190 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,202 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:40,214 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:40,228 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:40,242 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:40,257 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:40,269 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,281 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,296 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:40,306 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:40,321 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,333 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,348 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,362 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,377 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,392 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,404 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,417 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,432 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,447 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,462 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,477 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,490 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,500 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,511 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,524 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,536 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,551 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,563 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:40,578 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:40,594 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.761
2023-07-27 07:04:40,609 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,623 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,638 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,652 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:40,667 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,682 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,696 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,710 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,724 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,739 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,752 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,764 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,779 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,791 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,807 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,820 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:40,835 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,850 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,868 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,884 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,898 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,913 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,928 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:40,943 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:04:40,958 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:04:40,971 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:04:40,984 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:04:40,999 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:04:41,013 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:04:41,028 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:04:41,043 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:04:41,058 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:04:41,073 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:04:41,088 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,103 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:41,115 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:41,131 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,142 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,156 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,171 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,183 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,197 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.763
2023-07-27 07:04:41,212 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,227 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,242 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,257 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,271 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,286 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,298 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,313 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,326 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,340 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,355 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,367 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,382 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,395 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,410 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,426 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,441 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,456 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,471 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,485 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,497 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,513 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,526 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,539 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,555 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,570 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,586 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,599 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,612 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,627 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,642 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,657 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,670 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,683 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,698 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,713 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:04:41,727 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,742 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,757 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,771 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,785 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,799 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,814 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,829 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,843 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,858 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,871 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,888 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,903 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:04:41,919 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,931 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 07:04:41,946 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:41,961 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:41,977 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:41,990 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:42,005 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,020 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,035 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:42,051 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,066 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,081 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,094 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,110 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,126 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,140 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,156 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:42,169 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:04:42,178 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:04:42,194 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.945, mIoU: 0.759
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2023-07-27 07:04:42,222 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:04:42,237 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,252 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,265 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,278 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,293 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,308 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,323 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,340 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,354 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,371 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,386 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,399 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:42,414 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,428 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,443 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,456 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,469 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,484 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,499 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:04:42,543 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:04:42,585 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,600 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,616 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,631 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,646 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,659 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,674 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:04:42,703 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:42,718 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:04:42,759 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:04:42,813 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,828 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,842 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:04:42,866 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:42,882 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:04:42,986 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,001 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,014 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,029 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,042 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:04:43,113 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:04:43,126 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:04:43,141 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,155 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,168 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:04:43,183 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:04:43,199 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:04:43,310 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.945, mIoU: 0.758
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2023-07-27 07:04:43,398 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:04:43,412 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.945, mIoU: 0.758
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2023-07-27 07:04:43,440 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:04:43,455 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,469 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,482 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:04:43,512 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,527 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,542 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,558 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,572 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,586 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,600 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,613 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,627 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,642 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,658 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,671 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,686 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,697 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,712 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,728 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,743 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,756 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,771 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:04:43,803 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:04:43,829 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,844 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,855 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,870 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,886 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:43,901 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,914 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,926 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,941 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,955 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,970 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,983 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:43,999 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,011 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:44,025 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:44,039 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:04:44,054 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:04:44,083 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,099 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,113 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,128 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,142 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,157 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,173 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,187 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,201 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,217 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,232 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,247 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,260 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,273 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,288 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:04:44,303 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,316 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,329 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,344 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,359 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:04:44,462 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,475 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:04:44,563 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:04:44,750 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:44,780 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:44,810 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:04:44,867 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:44,880 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:44,894 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:44,907 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:44,921 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:44,936 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:44,950 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:44,964 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,977 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:44,992 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,003 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,017 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,032 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,047 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,062 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:04:45,090 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,105 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,120 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,133 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,148 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,163 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,179 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,193 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,210 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,227 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,241 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,256 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:04:45,283 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,298 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:04:45,328 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,341 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,356 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,371 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,387 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,402 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,417 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,433 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:04:45,448 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,459 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,473 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,486 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:04:45,500 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:04:45,545 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:45,570 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,584 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,598 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,612 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,627 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,641 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:45,683 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:45,739 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,754 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:04:45,766 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,782 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 07:04:45,841 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,854 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,869 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:04:45,883 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:45,898 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:45,911 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:45,924 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:45,939 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:45,953 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 07:04:45,981 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,012 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,041 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 07:04:46,091 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,119 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:46,134 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:46,149 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,165 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,181 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,292 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,308 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,324 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,337 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,351 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,365 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,380 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,393 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,406 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,420 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,434 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,448 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,463 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:04:46,477 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,532 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,560 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,590 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,605 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,617 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,632 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,749 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,762 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,777 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,791 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,835 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,849 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,873 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,886 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,901 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:46,930 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,944 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,956 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,965 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,982 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:46,996 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,011 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,024 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,039 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:04:47,067 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,082 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,097 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,110 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,125 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,137 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,152 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,166 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,181 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,194 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,208 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,223 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,239 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,256 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,268 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,282 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:04:47,296 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:04:47,313 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:05:04,198 semantic_segmentation INFO: Iters: 146410/150000 || Lr: 0.000695 || Task Loss: 0.2275 || KD Loss: 0.0238|| 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, 20:18:48 || Estimated Time: 1:40:30
2023-07-27 07:05:21,477 semantic_segmentation INFO: Iters: 146420/150000 || Lr: 0.000694 || Task Loss: 0.2660 || KD Loss: 0.0344|| 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, 20:19:05 || Estimated Time: 1:40:13
2023-07-27 07:05:38,342 semantic_segmentation INFO: Iters: 146430/150000 || Lr: 0.000692 || Task Loss: 0.1950 || 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, 20:19:22 || Estimated Time: 1:39:56
2023-07-27 07:05:55,152 semantic_segmentation INFO: Iters: 146440/150000 || Lr: 0.000690 || Task Loss: 0.4079 || KD Loss: 0.0724|| 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, 20:19:39 || Estimated Time: 1:39:39
2023-07-27 07:06:12,140 semantic_segmentation INFO: Iters: 146450/150000 || Lr: 0.000688 || Task Loss: 0.2227 || KD Loss: 0.0228|| 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, 20:19:56 || Estimated Time: 1:39:23
2023-07-27 07:06:29,068 semantic_segmentation INFO: Iters: 146460/150000 || Lr: 0.000687 || Task Loss: 0.2543 || KD Loss: 0.0318|| 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, 20:20:13 || Estimated Time: 1:39:06
2023-07-27 07:06:45,946 semantic_segmentation INFO: Iters: 146470/150000 || Lr: 0.000685 || Task Loss: 0.2814 || KD Loss: 0.0415|| 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, 20:20:30 || Estimated Time: 1:38:49
2023-07-27 07:07:02,867 semantic_segmentation INFO: Iters: 146480/150000 || Lr: 0.000683 || Task Loss: 0.2705 || KD Loss: 0.0247|| 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, 20:20:47 || Estimated Time: 1:38:32
2023-07-27 07:07:19,729 semantic_segmentation INFO: Iters: 146490/150000 || Lr: 0.000681 || Task Loss: 0.2287 || KD Loss: 0.0284|| 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, 20:21:04 || Estimated Time: 1:38:15
2023-07-27 07:07:36,642 semantic_segmentation INFO: Iters: 146500/150000 || Lr: 0.000680 || Task Loss: 0.2878 || KD Loss: 0.0361|| 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, 20:21:21 || Estimated Time: 1:37:59
2023-07-27 07:07:53,452 semantic_segmentation INFO: Iters: 146510/150000 || Lr: 0.000678 || Task Loss: 0.2094 || KD Loss: 0.0270|| 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, 20:21:37 || Estimated Time: 1:37:42
2023-07-27 07:08:10,250 semantic_segmentation INFO: Iters: 146520/150000 || Lr: 0.000676 || Task Loss: 0.2941 || KD Loss: 0.1068|| 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, 20:21:54 || Estimated Time: 1:37:25
2023-07-27 07:08:27,177 semantic_segmentation INFO: Iters: 146530/150000 || Lr: 0.000674 || Task Loss: 0.2466 || KD Loss: 0.0475|| 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, 20:22:11 || Estimated Time: 1:37:08
2023-07-27 07:08:44,049 semantic_segmentation INFO: Iters: 146540/150000 || Lr: 0.000673 || Task Loss: 0.3215 || KD Loss: 0.0485|| 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, 20:22:28 || Estimated Time: 1:36:51
2023-07-27 07:09:00,957 semantic_segmentation INFO: Iters: 146550/150000 || Lr: 0.000671 || Task Loss: 0.2130 || KD Loss: 0.0300|| 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, 20:22:45 || Estimated Time: 1:36:35
2023-07-27 07:09:17,843 semantic_segmentation INFO: Iters: 146560/150000 || Lr: 0.000669 || Task Loss: 0.2410 || KD Loss: 0.0316|| 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, 20:23:02 || Estimated Time: 1:36:18
2023-07-27 07:09:34,722 semantic_segmentation INFO: Iters: 146570/150000 || Lr: 0.000667 || Task Loss: 0.4050 || KD Loss: 0.1135|| 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, 20:23:19 || Estimated Time: 1:36:01
2023-07-27 07:09:51,808 semantic_segmentation INFO: Iters: 146580/150000 || Lr: 0.000666 || Task Loss: 0.2428 || KD Loss: 0.0308|| 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, 20:23:36 || Estimated Time: 1:35:44
2023-07-27 07:10:08,638 semantic_segmentation INFO: Iters: 146590/150000 || Lr: 0.000664 || Task Loss: 0.2568 || KD Loss: 0.0292|| 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, 20:23:53 || Estimated Time: 1:35:27
2023-07-27 07:10:25,480 semantic_segmentation INFO: Iters: 146600/150000 || Lr: 0.000662 || Task Loss: 0.3372 || KD Loss: 0.0370|| 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, 20:24:09 || Estimated Time: 1:35:11
2023-07-27 07:10:42,404 semantic_segmentation INFO: Iters: 146610/150000 || Lr: 0.000660 || Task Loss: 0.2208 || KD Loss: 0.0350|| 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, 20:24:26 || Estimated Time: 1:34:54
2023-07-27 07:10:59,173 semantic_segmentation INFO: Iters: 146620/150000 || Lr: 0.000659 || Task Loss: 0.3328 || KD Loss: 0.0358|| 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, 20:24:43 || Estimated Time: 1:34:37
2023-07-27 07:11:16,213 semantic_segmentation INFO: Iters: 146630/150000 || Lr: 0.000657 || Task Loss: 0.2141 || KD Loss: 0.0300|| 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, 20:25:00 || Estimated Time: 1:34:20
2023-07-27 07:11:32,994 semantic_segmentation INFO: Iters: 146640/150000 || Lr: 0.000655 || Task Loss: 0.1905 || KD Loss: 0.0196|| 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, 20:25:17 || Estimated Time: 1:34:03
2023-07-27 07:11:49,784 semantic_segmentation INFO: Iters: 146650/150000 || Lr: 0.000653 || Task Loss: 0.1646 || KD Loss: 0.0273|| 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, 20:25:34 || Estimated Time: 1:33:47
2023-07-27 07:12:06,666 semantic_segmentation INFO: Iters: 146660/150000 || Lr: 0.000652 || Task Loss: 0.2638 || KD Loss: 0.0382|| 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, 20:25:51 || Estimated Time: 1:33:30
2023-07-27 07:12:23,562 semantic_segmentation INFO: Iters: 146670/150000 || Lr: 0.000650 || Task Loss: 0.2363 || KD Loss: 0.0358|| 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, 20:26:08 || Estimated Time: 1:33:13
2023-07-27 07:12:40,245 semantic_segmentation INFO: Iters: 146680/150000 || Lr: 0.000648 || Task Loss: 0.2098 || KD Loss: 0.0321|| 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, 20:26:24 || Estimated Time: 1:32:56
2023-07-27 07:12:57,170 semantic_segmentation INFO: Iters: 146690/150000 || Lr: 0.000646 || Task Loss: 0.2831 || KD Loss: 0.0278|| 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, 20:26:41 || Estimated Time: 1:32:39
2023-07-27 07:13:13,950 semantic_segmentation INFO: Iters: 146700/150000 || Lr: 0.000645 || Task Loss: 0.2862 || KD Loss: 0.0956|| 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, 20:26:58 || Estimated Time: 1:32:23
2023-07-27 07:13:30,809 semantic_segmentation INFO: Iters: 146710/150000 || Lr: 0.000643 || Task Loss: 0.3584 || KD Loss: 0.0370|| 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, 20:27:15 || Estimated Time: 1:32:06
2023-07-27 07:13:47,672 semantic_segmentation INFO: Iters: 146720/150000 || Lr: 0.000641 || Task Loss: 0.1655 || KD Loss: 0.0238|| 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, 20:27:32 || Estimated Time: 1:31:49
2023-07-27 07:14:04,989 semantic_segmentation INFO: Iters: 146730/150000 || Lr: 0.000639 || Task Loss: 0.1745 || KD Loss: 0.0317|| 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, 20:27:49 || Estimated Time: 1:31:32
2023-07-27 07:14:21,742 semantic_segmentation INFO: Iters: 146740/150000 || Lr: 0.000638 || Task Loss: 0.2496 || KD Loss: 0.0304|| 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, 20:28:06 || Estimated Time: 1:31:15
2023-07-27 07:14:38,476 semantic_segmentation INFO: Iters: 146750/150000 || Lr: 0.000636 || Task Loss: 0.2392 || KD Loss: 0.0327|| 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, 20:28:22 || Estimated Time: 1:30:59
2023-07-27 07:14:55,336 semantic_segmentation INFO: Iters: 146760/150000 || Lr: 0.000634 || Task Loss: 0.2526 || KD Loss: 0.0273|| 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, 20:28:39 || Estimated Time: 1:30:42
2023-07-27 07:15:12,236 semantic_segmentation INFO: Iters: 146770/150000 || Lr: 0.000632 || Task Loss: 0.2949 || KD Loss: 0.0340|| 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, 20:28:56 || Estimated Time: 1:30:25
2023-07-27 07:15:29,126 semantic_segmentation INFO: Iters: 146780/150000 || Lr: 0.000631 || Task Loss: 0.2446 || KD Loss: 0.0237|| 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, 20:29:13 || Estimated Time: 1:30:08
2023-07-27 07:15:45,938 semantic_segmentation INFO: Iters: 146790/150000 || Lr: 0.000629 || Task Loss: 0.2207 || KD Loss: 0.0313|| 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, 20:29:30 || Estimated Time: 1:29:51
2023-07-27 07:16:02,857 semantic_segmentation INFO: Iters: 146800/150000 || Lr: 0.000627 || Task Loss: 0.2913 || KD Loss: 0.0370|| 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, 20:29:47 || Estimated Time: 1:29:35
2023-07-27 07:16:19,709 semantic_segmentation INFO: Iters: 146810/150000 || Lr: 0.000625 || Task Loss: 0.3039 || KD Loss: 0.0729|| 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, 20:30:04 || Estimated Time: 1:29:18
2023-07-27 07:16:36,692 semantic_segmentation INFO: Iters: 146820/150000 || Lr: 0.000624 || Task Loss: 0.2473 || KD Loss: 0.0274|| 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, 20:30:21 || Estimated Time: 1:29:01
2023-07-27 07:16:53,526 semantic_segmentation INFO: Iters: 146830/150000 || Lr: 0.000622 || Task Loss: 0.2175 || KD Loss: 0.0352|| 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, 20:30:38 || Estimated Time: 1:28:44
2023-07-27 07:17:10,343 semantic_segmentation INFO: Iters: 146840/150000 || Lr: 0.000620 || Task Loss: 0.2487 || KD Loss: 0.0213|| 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, 20:30:54 || Estimated Time: 1:28:28
2023-07-27 07:17:27,177 semantic_segmentation INFO: Iters: 146850/150000 || Lr: 0.000618 || Task Loss: 0.2292 || KD Loss: 0.0286|| 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, 20:31:11 || Estimated Time: 1:28:11
2023-07-27 07:17:44,096 semantic_segmentation INFO: Iters: 146860/150000 || Lr: 0.000616 || Task Loss: 0.3116 || KD Loss: 0.0503|| 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, 20:31:28 || Estimated Time: 1:27:54
2023-07-27 07:18:00,913 semantic_segmentation INFO: Iters: 146870/150000 || Lr: 0.000615 || Task Loss: 0.1867 || KD Loss: 0.0289|| 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, 20:31:45 || Estimated Time: 1:27:37
2023-07-27 07:18:17,831 semantic_segmentation INFO: Iters: 146880/150000 || Lr: 0.000613 || Task Loss: 0.2541 || KD Loss: 0.0313|| 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, 20:32:02 || Estimated Time: 1:27:20
2023-07-27 07:18:34,679 semantic_segmentation INFO: Iters: 146890/150000 || Lr: 0.000611 || Task Loss: 0.2313 || KD Loss: 0.0400|| 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, 20:32:19 || Estimated Time: 1:27:04
2023-07-27 07:18:51,502 semantic_segmentation INFO: Iters: 146900/150000 || Lr: 0.000609 || Task Loss: 0.1662 || KD Loss: 0.0215|| 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, 20:32:35 || Estimated Time: 1:26:47
2023-07-27 07:19:08,370 semantic_segmentation INFO: Iters: 146910/150000 || Lr: 0.000608 || Task Loss: 0.2884 || KD Loss: 0.0494|| 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, 20:32:52 || Estimated Time: 1:26:30
2023-07-27 07:19:25,262 semantic_segmentation INFO: Iters: 146920/150000 || Lr: 0.000606 || Task Loss: 0.3051 || KD Loss: 0.0358|| 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, 20:33:09 || Estimated Time: 1:26:13
2023-07-27 07:19:42,121 semantic_segmentation INFO: Iters: 146930/150000 || Lr: 0.000604 || Task Loss: 0.2116 || KD Loss: 0.0247|| 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, 20:33:26 || Estimated Time: 1:25:56
2023-07-27 07:19:58,923 semantic_segmentation INFO: Iters: 146940/150000 || Lr: 0.000602 || Task Loss: 0.3392 || KD Loss: 0.0876|| 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, 20:33:43 || Estimated Time: 1:25:40
2023-07-27 07:20:15,780 semantic_segmentation INFO: Iters: 146950/150000 || Lr: 0.000601 || Task Loss: 0.3980 || KD Loss: 0.0326|| 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, 20:34:00 || Estimated Time: 1:25:23
2023-07-27 07:20:32,681 semantic_segmentation INFO: Iters: 146960/150000 || Lr: 0.000599 || Task Loss: 0.2195 || KD Loss: 0.0416|| 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, 20:34:17 || Estimated Time: 1:25:06
2023-07-27 07:20:49,573 semantic_segmentation INFO: Iters: 146970/150000 || Lr: 0.000597 || Task Loss: 0.2225 || KD Loss: 0.0397|| 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, 20:34:34 || Estimated Time: 1:24:49
2023-07-27 07:21:06,909 semantic_segmentation INFO: Iters: 146980/150000 || Lr: 0.000595 || Task Loss: 0.2323 || KD Loss: 0.0387|| 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, 20:34:51 || Estimated Time: 1:24:32
2023-07-27 07:21:23,775 semantic_segmentation INFO: Iters: 146990/150000 || Lr: 0.000593 || Task Loss: 0.1965 || KD Loss: 0.0229|| 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, 20:35:08 || Estimated Time: 1:24:16
2023-07-27 07:21:40,620 semantic_segmentation INFO: Iters: 147000/150000 || Lr: 0.000592 || Task Loss: 0.2046 || KD Loss: 0.0280|| 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, 20:35:25 || Estimated Time: 1:23:59
2023-07-27 07:21:57,432 semantic_segmentation INFO: Iters: 147010/150000 || Lr: 0.000590 || Task Loss: 0.2530 || KD Loss: 0.0374|| 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, 20:35:41 || Estimated Time: 1:23:42
2023-07-27 07:22:14,232 semantic_segmentation INFO: Iters: 147020/150000 || Lr: 0.000588 || Task Loss: 0.2182 || KD Loss: 0.0298|| 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, 20:35:58 || Estimated Time: 1:23:25
2023-07-27 07:22:31,087 semantic_segmentation INFO: Iters: 147030/150000 || Lr: 0.000586 || Task Loss: 0.3298 || KD Loss: 0.0442|| 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, 20:36:15 || Estimated Time: 1:23:08
2023-07-27 07:22:47,997 semantic_segmentation INFO: Iters: 147040/150000 || Lr: 0.000585 || Task Loss: 0.2272 || KD Loss: 0.0295|| 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, 20:36:32 || Estimated Time: 1:22:52
2023-07-27 07:23:04,996 semantic_segmentation INFO: Iters: 147050/150000 || Lr: 0.000583 || Task Loss: 0.2511 || KD Loss: 0.0309|| 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, 20:36:49 || Estimated Time: 1:22:35
2023-07-27 07:23:22,416 semantic_segmentation INFO: Iters: 147060/150000 || Lr: 0.000581 || Task Loss: 0.2370 || KD Loss: 0.0406|| 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, 20:37:06 || Estimated Time: 1:22:18
2023-07-27 07:23:39,239 semantic_segmentation INFO: Iters: 147070/150000 || Lr: 0.000579 || Task Loss: 0.2454 || KD Loss: 0.0345|| 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, 20:37:23 || Estimated Time: 1:22:01
2023-07-27 07:23:56,029 semantic_segmentation INFO: Iters: 147080/150000 || Lr: 0.000577 || Task Loss: 0.2693 || KD Loss: 0.0340|| 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, 20:37:40 || Estimated Time: 1:21:44
2023-07-27 07:24:12,985 semantic_segmentation INFO: Iters: 147090/150000 || Lr: 0.000576 || Task Loss: 0.2330 || KD Loss: 0.0364|| 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, 20:37:57 || Estimated Time: 1:21:28
2023-07-27 07:24:30,037 semantic_segmentation INFO: Iters: 147100/150000 || Lr: 0.000574 || Task Loss: 0.2270 || KD Loss: 0.0345|| 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, 20:38:14 || Estimated Time: 1:21:11
2023-07-27 07:24:46,925 semantic_segmentation INFO: Iters: 147110/150000 || Lr: 0.000572 || Task Loss: 0.2722 || KD Loss: 0.0296|| 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, 20:38:31 || Estimated Time: 1:20:54
2023-07-27 07:25:04,888 semantic_segmentation INFO: Iters: 147120/150000 || Lr: 0.000570 || Task Loss: 0.2127 || KD Loss: 0.0359|| 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, 20:38:49 || Estimated Time: 1:20:37
2023-07-27 07:25:24,622 semantic_segmentation INFO: Iters: 147130/150000 || Lr: 0.000569 || Task Loss: 0.2509 || KD Loss: 0.0336|| 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, 20:39:09 || Estimated Time: 1:20:21
2023-07-27 07:25:41,494 semantic_segmentation INFO: Iters: 147140/150000 || Lr: 0.000567 || Task Loss: 0.3030 || KD Loss: 0.0382|| 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, 20:39:25 || Estimated Time: 1:20:04
2023-07-27 07:25:58,309 semantic_segmentation INFO: Iters: 147150/150000 || Lr: 0.000565 || Task Loss: 0.1887 || KD Loss: 0.0321|| 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, 20:39:42 || Estimated Time: 1:19:47
2023-07-27 07:26:15,293 semantic_segmentation INFO: Iters: 147160/150000 || Lr: 0.000563 || Task Loss: 0.2321 || KD Loss: 0.0247|| 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, 20:39:59 || Estimated Time: 1:19:30
2023-07-27 07:26:32,182 semantic_segmentation INFO: Iters: 147170/150000 || Lr: 0.000561 || Task Loss: 0.3284 || KD Loss: 0.0404|| 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, 20:40:16 || Estimated Time: 1:19:13
2023-07-27 07:26:49,074 semantic_segmentation INFO: Iters: 147180/150000 || Lr: 0.000560 || Task Loss: 0.2206 || KD Loss: 0.0208|| 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, 20:40:33 || Estimated Time: 1:18:57
2023-07-27 07:27:05,871 semantic_segmentation INFO: Iters: 147190/150000 || Lr: 0.000558 || Task Loss: 0.2987 || KD Loss: 0.0349|| 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, 20:40:50 || Estimated Time: 1:18:40
2023-07-27 07:27:22,842 semantic_segmentation INFO: Iters: 147200/150000 || Lr: 0.000556 || Task Loss: 0.2316 || KD Loss: 0.0264|| 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, 20:41:07 || Estimated Time: 1:18:23
2023-07-27 07:27:22,956 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:27:23,401 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.982, mIoU: 0.091
2023-07-27 07:27:23,435 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.135
2023-07-27 07:27:23,448 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.171
2023-07-27 07:27:23,461 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.171
2023-07-27 07:27:23,474 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.246
2023-07-27 07:27:23,486 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.289
2023-07-27 07:27:23,500 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.334
2023-07-27 07:27:23,513 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.339
2023-07-27 07:27:23,525 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.377
2023-07-27 07:27:23,539 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.424
2023-07-27 07:27:23,553 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.464
2023-07-27 07:27:23,568 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-27 07:27:23,580 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.508
2023-07-27 07:27:23,595 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.489
2023-07-27 07:27:23,609 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.487
2023-07-27 07:27:23,621 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.482
2023-07-27 07:27:23,632 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.470
2023-07-27 07:27:23,645 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.471
2023-07-27 07:27:23,659 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.469
2023-07-27 07:27:23,675 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.526
2023-07-27 07:27:23,689 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.528
2023-07-27 07:27:23,704 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.535
2023-07-27 07:27:23,719 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.569
2023-07-27 07:27:23,734 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.571
2023-07-27 07:27:23,750 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.569
2023-07-27 07:27:23,764 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.576
2023-07-27 07:27:23,779 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.580
2023-07-27 07:27:23,790 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-27 07:27:23,806 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.569
2023-07-27 07:27:23,821 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.569
2023-07-27 07:27:23,835 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.570
2023-07-27 07:27:23,850 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.570
2023-07-27 07:27:23,865 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.579
2023-07-27 07:27:23,880 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.577
2023-07-27 07:27:23,895 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.622
2023-07-27 07:27:23,911 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.622
2023-07-27 07:27:23,924 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.622
2023-07-27 07:27:23,936 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 07:27:23,953 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.668
2023-07-27 07:27:23,966 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.667
2023-07-27 07:27:23,979 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-27 07:27:23,994 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.956, mIoU: 0.685
2023-07-27 07:27:24,009 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.682
2023-07-27 07:27:24,022 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-27 07:27:24,038 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 07:27:24,053 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.955, mIoU: 0.697
2023-07-27 07:27:24,066 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 07:27:24,079 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.956, mIoU: 0.699
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2023-07-27 07:27:24,110 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 07:27:24,126 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 07:27:24,141 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 07:27:24,155 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-27 07:27:24,170 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 07:27:24,185 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.696
2023-07-27 07:27:24,198 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 07:27:24,214 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-27 07:27:24,231 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.956, mIoU: 0.692
2023-07-27 07:27:24,244 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 07:27:24,260 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-27 07:27:24,274 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-27 07:27:24,290 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-27 07:27:24,305 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-27 07:27:24,323 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-27 07:27:24,336 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.730
2023-07-27 07:27:24,352 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.729
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2023-07-27 07:27:24,381 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.956, mIoU: 0.775
2023-07-27 07:27:24,397 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.956, mIoU: 0.775
2023-07-27 07:27:24,414 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.776
2023-07-27 07:27:24,430 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.793
2023-07-27 07:27:24,443 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.793
2023-07-27 07:27:24,459 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 07:27:24,474 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 07:27:24,489 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.794
2023-07-27 07:27:24,505 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.793
2023-07-27 07:27:24,520 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.788
2023-07-27 07:27:24,530 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.953, mIoU: 0.786
2023-07-27 07:27:24,546 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 07:27:24,562 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 07:27:24,575 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.790
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2023-07-27 07:27:24,618 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.783
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2023-07-27 07:27:24,691 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.781
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2023-07-27 07:27:24,719 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:27:24,734 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 07:27:24,748 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:27:24,762 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.952, mIoU: 0.782
2023-07-27 07:27:24,777 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:27:24,792 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.777
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2023-07-27 07:27:24,818 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:27:24,833 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.951, mIoU: 0.777
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2023-07-27 07:27:24,875 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.951, mIoU: 0.776
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2023-07-27 07:27:24,918 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.951, mIoU: 0.777
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2023-07-27 07:27:24,945 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:27:24,960 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.777
2023-07-27 07:27:24,973 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 07:27:24,987 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 07:27:24,999 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 07:27:25,013 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.777
2023-07-27 07:27:25,028 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.776
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2023-07-27 07:27:25,058 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.952, mIoU: 0.777
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2023-07-27 07:27:25,084 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-27 07:27:25,099 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.950, mIoU: 0.770
2023-07-27 07:27:25,112 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.773
2023-07-27 07:27:25,126 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.767
2023-07-27 07:27:25,141 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 07:27:25,155 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.767
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2023-07-27 07:27:25,183 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.766
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2023-07-27 07:27:25,235 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.752
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2023-07-27 07:27:25,361 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.755
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2023-07-27 07:27:25,507 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.764
2023-07-27 07:27:25,521 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.765
2023-07-27 07:27:25,531 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 07:27:25,546 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-27 07:27:25,560 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-27 07:27:25,573 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.770
2023-07-27 07:27:25,587 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.769
2023-07-27 07:27:25,601 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.768
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2023-07-27 07:27:25,629 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.769
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2023-07-27 07:27:25,690 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.771
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2023-07-27 07:27:25,761 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.770
2023-07-27 07:27:25,774 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.762
2023-07-27 07:27:25,786 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.761
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2023-07-27 07:27:25,830 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.757
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2023-07-27 07:27:25,921 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.759
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2023-07-27 07:27:25,962 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.945, mIoU: 0.755
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2023-07-27 07:27:26,004 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.946, mIoU: 0.755
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2023-07-27 07:27:26,880 semantic_segmentation INFO: Sample: 242, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 07:27:26,910 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 07:27:29,702 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-27 07:27:30,313 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 07:27:30,342 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-27 07:27:30,942 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.941, mIoU: 0.746
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2023-07-27 07:27:30,969 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 07:27:30,984 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.941, mIoU: 0.748
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2023-07-27 07:27:31,010 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.941, mIoU: 0.750
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2023-07-27 07:27:31,091 semantic_segmentation INFO: Sample: 537, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:31,106 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:31,121 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:31,137 semantic_segmentation INFO: Sample: 540, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:31,152 semantic_segmentation INFO: Sample: 541, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:31,167 semantic_segmentation INFO: Sample: 542, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 07:27:31,193 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 07:27:32,521 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-27 07:27:32,531 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:27:32,544 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,559 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,572 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,586 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,599 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,613 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,628 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,644 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,659 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,674 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,687 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,701 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,714 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,728 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:32,743 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:32,759 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,774 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,789 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:32,804 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:32,817 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:32,832 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:32,847 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 07:27:32,859 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,873 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,887 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:32,903 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 07:27:32,918 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 07:27:32,931 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,945 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,961 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,976 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:32,989 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:33,003 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:33,010 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:33,026 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:33,041 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,056 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,072 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,087 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,102 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,118 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,133 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,146 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,161 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,175 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,190 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,205 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,218 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 07:27:33,232 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:33,245 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:33,258 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 07:27:33,272 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:33,285 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:27:33,298 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:33,313 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:33,329 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:33,341 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:33,355 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:33,369 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,381 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,396 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,412 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,430 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,445 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,460 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,475 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,488 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,503 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,518 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,535 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,551 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,566 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:27:33,581 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:27:33,594 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:27:33,608 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:27:33,621 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,636 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,653 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,666 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,679 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,694 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:27:33,709 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,725 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,740 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,755 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,769 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:27:33,784 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,796 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,810 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,825 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,839 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,855 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,867 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,883 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,898 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,910 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,923 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,938 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:33,953 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,968 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,982 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:33,995 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,008 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,023 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,036 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,052 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,070 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,083 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,099 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,113 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,128 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,144 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,157 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,171 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,186 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,201 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,214 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,230 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,244 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,258 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,271 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,286 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,301 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,317 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,330 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,344 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,356 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,372 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,384 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,397 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,413 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,429 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,444 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,460 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,475 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,491 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,507 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,520 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,533 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,547 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,561 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,574 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,587 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,603 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,616 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,629 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,643 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:34,658 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,673 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,689 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,702 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,715 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,731 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,746 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,761 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,776 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,788 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:34,801 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,813 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,829 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,844 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,859 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,873 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:34,884 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,897 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,912 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,927 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:34,941 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,955 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,968 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:34,984 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:34,997 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:35,012 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:35,025 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:35,039 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:35,054 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:35,067 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,083 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,098 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,113 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,128 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,142 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,157 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,172 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,187 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,202 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,217 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,230 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,243 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,256 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,272 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,286 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,302 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,317 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,328 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,342 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,358 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,373 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,386 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,401 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,415 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,428 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,444 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,461 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:35,476 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,489 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,500 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,517 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,532 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,547 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,560 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,575 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:35,590 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,605 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,620 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,633 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,648 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:27:35,660 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:35,675 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,689 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,702 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,718 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,731 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,746 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,760 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,775 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,789 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,803 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,818 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,832 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,847 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,862 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,877 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,892 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,902 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,916 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,929 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,944 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,959 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,974 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:35,987 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,002 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,017 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,031 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,047 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,062 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,075 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,090 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,105 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,120 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,132 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,147 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,162 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,177 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,190 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,204 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,219 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,232 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,246 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,261 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,274 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,288 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,301 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,315 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,330 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:36,346 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:36,360 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,376 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,391 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,403 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,416 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,431 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,444 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,458 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,474 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,489 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,504 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,520 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,533 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,545 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,561 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,576 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,589 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,604 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,617 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,632 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,646 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,662 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:36,678 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:36,692 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:36,701 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,717 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,734 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,747 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,761 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,776 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:36,791 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:36,804 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:36,819 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:36,834 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:36,850 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-27 07:27:36,864 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,879 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,895 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,911 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,924 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,939 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,954 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,968 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:36,981 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:36,996 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,011 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,026 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,033 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,046 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,059 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,072 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:37,083 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,098 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,113 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,128 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,139 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,152 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,167 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,178 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,193 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,206 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:37,221 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:37,236 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:37,251 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,265 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,277 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,290 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,305 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,320 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:37,334 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:37,349 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-27 07:27:37,362 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,372 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,383 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,396 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,407 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,422 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,434 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,449 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:37,465 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,482 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,497 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:37,512 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:37,527 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:37,542 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,557 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,572 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,586 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,601 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,617 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:37,630 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,643 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,658 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,670 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,686 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,699 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,714 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,729 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,747 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,763 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,776 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,791 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,805 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,820 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,835 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:27:37,847 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:27:37,860 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,875 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,890 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,905 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,920 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,935 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 07:27:37,951 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-27 07:27:37,966 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,981 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:37,993 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,009 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,019 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,032 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,047 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,059 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,073 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,088 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,103 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,118 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,133 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,148 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,162 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,174 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,189 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,202 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,216 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,231 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,244 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,259 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,271 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,286 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,301 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,317 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,332 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,347 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,361 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,374 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,389 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,402 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,416 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,431 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,446 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,461 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,475 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,490 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,505 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,520 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,535 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,548 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,561 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,576 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,590 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,605 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 07:27:38,619 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,634 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,648 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,662 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,677 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,692 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,707 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,723 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,738 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,752 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,768 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,783 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,799 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,812 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:27:38,828 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:38,843 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:38,859 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:38,872 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:27:38,887 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,902 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,916 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,931 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,946 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,961 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,974 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:38,988 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,004 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,017 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,031 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,044 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,053 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:39,068 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:27:39,082 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:39,095 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:27:39,110 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,126 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,139 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,153 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.943, mIoU: 0.751
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2023-07-27 07:27:39,183 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,198 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,215 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,231 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,249 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,263 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,277 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,292 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,307 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,322 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,334 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,348 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:39,364 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,379 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,394 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,409 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,421 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,436 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,450 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,463 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,478 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,496 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,511 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,526 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,539 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,554 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,569 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,584 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,599 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:39,612 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:39,640 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,653 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:39,681 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,696 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:39,737 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 07:27:39,766 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,781 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,794 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 07:27:39,824 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,839 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,852 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:27:39,866 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,880 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,893 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,908 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,920 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-27 07:27:39,934 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:40,009 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:40,052 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.751
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2023-07-27 07:27:40,193 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.752
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2023-07-27 07:27:40,609 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.752
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2023-07-27 07:27:40,770 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,785 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,797 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,810 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,824 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,838 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,852 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,864 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,879 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,891 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,904 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:40,919 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,933 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,948 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:27:40,963 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,979 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:40,991 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,007 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,021 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,036 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,051 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,064 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,077 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,093 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,108 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,124 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,137 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,150 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,165 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:41,180 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,193 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,207 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,222 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,238 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,253 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,267 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,282 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,298 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,311 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,325 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,340 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,353 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,368 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,383 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,398 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,412 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,427 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:41,442 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,457 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,471 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,486 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,501 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,517 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,533 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,548 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,563 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,576 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,589 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,604 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,619 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,632 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,647 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,663 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,678 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,693 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,707 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,722 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,738 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,750 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,763 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,776 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,790 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:41,803 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,818 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,833 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,846 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,859 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,874 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,886 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,899 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,915 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,930 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,945 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,960 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,973 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:41,988 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,003 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,016 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,031 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,046 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,062 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,075 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,090 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,105 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,119 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,134 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,146 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,161 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,176 semantic_segmentation INFO: Sample: 1308, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,191 semantic_segmentation INFO: Sample: 1309, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,206 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,219 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,235 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,250 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,266 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,282 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,298 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,314 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,330 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,341 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,355 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,369 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,382 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:27:42,398 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,413 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,427 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,440 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,453 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,466 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,481 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,494 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,509 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,524 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,537 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,552 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,567 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,580 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,594 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,609 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,622 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:27:42,636 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,648 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,663 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-27 07:27:42,693 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.943, mIoU: 0.750
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2023-07-27 07:27:42,721 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,734 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,749 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:27:42,763 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,777 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,790 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,803 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,818 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,833 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:42,849 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:42,862 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,877 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,894 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,909 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,924 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,939 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,947 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,962 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,975 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:42,987 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,002 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,017 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,032 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 07:27:43,062 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,077 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,092 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 07:27:43,120 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,136 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 07:27:43,151 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.942, mIoU: 0.747
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2023-07-27 07:27:43,180 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-27 07:27:43,197 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,210 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,225 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 07:27:43,282 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 07:27:43,311 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,326 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,341 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,356 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,371 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.748
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2023-07-27 07:27:43,398 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 07:27:43,426 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.942, mIoU: 0.749
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2023-07-27 07:27:43,456 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,470 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,485 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,497 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,512 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,527 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,542 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,558 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,573 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,588 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,603 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,616 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.748
2023-07-27 07:27:43,631 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,644 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,659 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,674 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,689 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,704 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,719 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,734 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,744 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,758 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,772 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,787 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,801 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,816 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,830 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,841 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,850 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,866 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,880 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,894 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:43,907 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,921 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,935 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,948 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,962 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,976 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:43,989 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:44,003 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-27 07:27:44,015 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,030 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,045 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,060 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,073 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,088 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,103 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,118 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:44,134 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:44,146 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:44,161 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:27:44,176 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.749
2023-07-27 07:27:44,193 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 07:28:01,023 semantic_segmentation INFO: Iters: 147210/150000 || Lr: 0.000554 || Task Loss: 0.2248 || KD Loss: 0.0375|| 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, 20:41:45 || Estimated Time: 1:18:07
2023-07-27 07:28:17,855 semantic_segmentation INFO: Iters: 147220/150000 || Lr: 0.000552 || Task Loss: 0.1912 || KD Loss: 0.0284|| 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, 20:42:02 || Estimated Time: 1:17:50
2023-07-27 07:28:34,815 semantic_segmentation INFO: Iters: 147230/150000 || Lr: 0.000551 || Task Loss: 0.2472 || KD Loss: 0.0589|| 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, 20:42:19 || Estimated Time: 1:17:33
2023-07-27 07:28:51,691 semantic_segmentation INFO: Iters: 147240/150000 || Lr: 0.000549 || Task Loss: 0.2947 || KD Loss: 0.0398|| 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, 20:42:36 || Estimated Time: 1:17:16
2023-07-27 07:29:08,668 semantic_segmentation INFO: Iters: 147250/150000 || Lr: 0.000547 || Task Loss: 0.1827 || KD Loss: 0.0271|| 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, 20:42:53 || Estimated Time: 1:16:59
2023-07-27 07:29:25,540 semantic_segmentation INFO: Iters: 147260/150000 || Lr: 0.000545 || Task Loss: 0.2046 || KD Loss: 0.0282|| 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, 20:43:10 || Estimated Time: 1:16:43
2023-07-27 07:29:42,502 semantic_segmentation INFO: Iters: 147270/150000 || Lr: 0.000544 || Task Loss: 0.2109 || KD Loss: 0.0231|| 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, 20:43:26 || Estimated Time: 1:16:26
2023-07-27 07:29:59,343 semantic_segmentation INFO: Iters: 147280/150000 || Lr: 0.000542 || Task Loss: 0.1986 || KD Loss: 0.0426|| 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, 20:43:43 || Estimated Time: 1:16:09
2023-07-27 07:30:16,295 semantic_segmentation INFO: Iters: 147290/150000 || Lr: 0.000540 || Task Loss: 0.2381 || KD Loss: 0.0394|| 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, 20:44:00 || Estimated Time: 1:15:52
2023-07-27 07:30:33,319 semantic_segmentation INFO: Iters: 147300/150000 || Lr: 0.000538 || Task Loss: 0.3231 || KD Loss: 0.0365|| 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, 20:44:17 || Estimated Time: 1:15:35
2023-07-27 07:30:50,258 semantic_segmentation INFO: Iters: 147310/150000 || Lr: 0.000536 || Task Loss: 0.1678 || KD Loss: 0.0242|| 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, 20:44:34 || Estimated Time: 1:15:19
2023-07-27 07:31:07,130 semantic_segmentation INFO: Iters: 147320/150000 || Lr: 0.000535 || Task Loss: 0.2298 || KD Loss: 0.0277|| 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, 20:44:51 || Estimated Time: 1:15:02
2023-07-27 07:31:24,067 semantic_segmentation INFO: Iters: 147330/150000 || Lr: 0.000533 || Task Loss: 0.2283 || KD Loss: 0.0312|| 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, 20:45:08 || Estimated Time: 1:14:45
2023-07-27 07:31:41,136 semantic_segmentation INFO: Iters: 147340/150000 || Lr: 0.000531 || Task Loss: 0.2156 || KD Loss: 0.0279|| 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, 20:45:25 || Estimated Time: 1:14:28
2023-07-27 07:31:58,325 semantic_segmentation INFO: Iters: 147350/150000 || Lr: 0.000529 || Task Loss: 0.2401 || KD Loss: 0.0241|| 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, 20:45:42 || Estimated Time: 1:14:11
2023-07-27 07:32:15,189 semantic_segmentation INFO: Iters: 147360/150000 || Lr: 0.000527 || Task Loss: 0.2051 || KD Loss: 0.0403|| 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, 20:45:59 || Estimated Time: 1:13:55
2023-07-27 07:32:32,126 semantic_segmentation INFO: Iters: 147370/150000 || Lr: 0.000526 || Task Loss: 0.2849 || KD Loss: 0.0274|| 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, 20:46:16 || Estimated Time: 1:13:38
2023-07-27 07:32:49,059 semantic_segmentation INFO: Iters: 147380/150000 || Lr: 0.000524 || Task Loss: 0.2355 || KD Loss: 0.0265|| 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, 20:46:33 || Estimated Time: 1:13:21
2023-07-27 07:33:05,923 semantic_segmentation INFO: Iters: 147390/150000 || Lr: 0.000522 || Task Loss: 0.3075 || KD Loss: 0.0499|| 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, 20:46:50 || Estimated Time: 1:13:04
2023-07-27 07:33:22,917 semantic_segmentation INFO: Iters: 147400/150000 || Lr: 0.000520 || Task Loss: 0.3409 || KD Loss: 0.0259|| 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, 20:47:07 || Estimated Time: 1:12:47
2023-07-27 07:33:39,971 semantic_segmentation INFO: Iters: 147410/150000 || Lr: 0.000518 || Task Loss: 0.2605 || KD Loss: 0.0419|| 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, 20:47:24 || Estimated Time: 1:12:31
2023-07-27 07:33:56,906 semantic_segmentation INFO: Iters: 147420/150000 || Lr: 0.000517 || Task Loss: 0.2329 || KD Loss: 0.0305|| 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, 20:47:41 || Estimated Time: 1:12:14
2023-07-27 07:34:13,840 semantic_segmentation INFO: Iters: 147430/150000 || Lr: 0.000515 || Task Loss: 0.2305 || KD Loss: 0.0378|| 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, 20:47:58 || Estimated Time: 1:11:57
2023-07-27 07:34:30,699 semantic_segmentation INFO: Iters: 147440/150000 || Lr: 0.000513 || Task Loss: 0.1877 || KD Loss: 0.0323|| 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, 20:48:15 || Estimated Time: 1:11:40
2023-07-27 07:34:47,635 semantic_segmentation INFO: Iters: 147450/150000 || Lr: 0.000511 || Task Loss: 0.3044 || KD Loss: 0.0299|| 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, 20:48:32 || Estimated Time: 1:11:23
2023-07-27 07:35:04,499 semantic_segmentation INFO: Iters: 147460/150000 || Lr: 0.000509 || Task Loss: 0.3338 || KD Loss: 0.0415|| 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, 20:48:48 || Estimated Time: 1:11:07
2023-07-27 07:35:21,432 semantic_segmentation INFO: Iters: 147470/150000 || Lr: 0.000508 || Task Loss: 0.2841 || KD Loss: 0.0602|| 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, 20:49:05 || Estimated Time: 1:10:50
2023-07-27 07:35:38,289 semantic_segmentation INFO: Iters: 147480/150000 || Lr: 0.000506 || Task Loss: 0.3643 || KD Loss: 0.0661|| 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, 20:49:22 || Estimated Time: 1:10:33
2023-07-27 07:35:55,260 semantic_segmentation INFO: Iters: 147490/150000 || Lr: 0.000504 || Task Loss: 0.2476 || KD Loss: 0.0310|| 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, 20:49:39 || Estimated Time: 1:10:16
2023-07-27 07:36:12,441 semantic_segmentation INFO: Iters: 147500/150000 || Lr: 0.000502 || Task Loss: 0.2275 || KD Loss: 0.0530|| 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, 20:49:56 || Estimated Time: 1:09:59
2023-07-27 07:36:29,270 semantic_segmentation INFO: Iters: 147510/150000 || Lr: 0.000500 || Task Loss: 0.2032 || KD Loss: 0.0304|| 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, 20:50:13 || Estimated Time: 1:09:43
2023-07-27 07:36:46,199 semantic_segmentation INFO: Iters: 147520/150000 || Lr: 0.000499 || Task Loss: 0.2274 || KD Loss: 0.0347|| 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, 20:50:30 || Estimated Time: 1:09:26
2023-07-27 07:37:03,071 semantic_segmentation INFO: Iters: 147530/150000 || Lr: 0.000497 || Task Loss: 0.2591 || KD Loss: 0.0289|| 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, 20:50:47 || Estimated Time: 1:09:09
2023-07-27 07:37:20,015 semantic_segmentation INFO: Iters: 147540/150000 || Lr: 0.000495 || Task Loss: 0.2228 || KD Loss: 0.0230|| 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, 20:51:04 || Estimated Time: 1:08:52
2023-07-27 07:37:36,929 semantic_segmentation INFO: Iters: 147550/150000 || Lr: 0.000493 || Task Loss: 0.2178 || KD Loss: 0.0268|| 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, 20:51:21 || Estimated Time: 1:08:35
2023-07-27 07:37:53,805 semantic_segmentation INFO: Iters: 147560/150000 || Lr: 0.000491 || Task Loss: 0.2188 || KD Loss: 0.0322|| 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, 20:51:38 || Estimated Time: 1:08:19
2023-07-27 07:38:10,727 semantic_segmentation INFO: Iters: 147570/150000 || Lr: 0.000490 || Task Loss: 0.1787 || KD Loss: 0.0237|| 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, 20:51:55 || Estimated Time: 1:08:02
2023-07-27 07:38:27,653 semantic_segmentation INFO: Iters: 147580/150000 || Lr: 0.000488 || Task Loss: 0.2669 || KD Loss: 0.0367|| 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, 20:52:12 || Estimated Time: 1:07:45
2023-07-27 07:38:44,523 semantic_segmentation INFO: Iters: 147590/150000 || Lr: 0.000486 || Task Loss: 0.2974 || KD Loss: 0.0471|| 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, 20:52:29 || Estimated Time: 1:07:28
2023-07-27 07:39:01,865 semantic_segmentation INFO: Iters: 147600/150000 || Lr: 0.000484 || Task Loss: 0.2329 || KD Loss: 0.0257|| 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, 20:52:46 || Estimated Time: 1:07:11
2023-07-27 07:39:18,715 semantic_segmentation INFO: Iters: 147610/150000 || Lr: 0.000482 || Task Loss: 0.2550 || KD Loss: 0.0478|| 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, 20:53:03 || Estimated Time: 1:06:55
2023-07-27 07:39:35,647 semantic_segmentation INFO: Iters: 147620/150000 || Lr: 0.000480 || Task Loss: 0.2340 || KD Loss: 0.0260|| 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, 20:53:20 || Estimated Time: 1:06:38
2023-07-27 07:39:53,054 semantic_segmentation INFO: Iters: 147630/150000 || Lr: 0.000479 || Task Loss: 0.2389 || KD Loss: 0.0362|| 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, 20:53:37 || Estimated Time: 1:06:21
2023-07-27 07:40:09,959 semantic_segmentation INFO: Iters: 147640/150000 || Lr: 0.000477 || Task Loss: 0.3147 || KD Loss: 0.0318|| 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, 20:53:54 || Estimated Time: 1:06:04
2023-07-27 07:40:26,909 semantic_segmentation INFO: Iters: 147650/150000 || Lr: 0.000475 || Task Loss: 0.2382 || KD Loss: 0.0334|| 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, 20:54:11 || Estimated Time: 1:05:47
2023-07-27 07:40:43,799 semantic_segmentation INFO: Iters: 147660/150000 || Lr: 0.000473 || Task Loss: 0.2827 || KD Loss: 0.0382|| 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, 20:54:28 || Estimated Time: 1:05:31
2023-07-27 07:41:00,671 semantic_segmentation INFO: Iters: 147670/150000 || Lr: 0.000471 || Task Loss: 0.2471 || KD Loss: 0.0291|| 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, 20:54:45 || Estimated Time: 1:05:14
2023-07-27 07:41:17,640 semantic_segmentation INFO: Iters: 147680/150000 || Lr: 0.000470 || Task Loss: 0.2162 || KD Loss: 0.0216|| 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, 20:55:02 || Estimated Time: 1:04:57
2023-07-27 07:41:34,500 semantic_segmentation INFO: Iters: 147690/150000 || Lr: 0.000468 || Task Loss: 0.2386 || KD Loss: 0.0259|| 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, 20:55:18 || Estimated Time: 1:04:40
2023-07-27 07:41:51,413 semantic_segmentation INFO: Iters: 147700/150000 || Lr: 0.000466 || Task Loss: 0.2114 || KD Loss: 0.0506|| 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, 20:55:35 || Estimated Time: 1:04:23
2023-07-27 07:42:08,296 semantic_segmentation INFO: Iters: 147710/150000 || Lr: 0.000464 || Task Loss: 0.2023 || KD Loss: 0.0373|| 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, 20:55:52 || Estimated Time: 1:04:07
2023-07-27 07:42:25,233 semantic_segmentation INFO: Iters: 147720/150000 || Lr: 0.000462 || Task Loss: 0.2292 || KD Loss: 0.0337|| 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, 20:56:09 || Estimated Time: 1:03:50
2023-07-27 07:42:42,148 semantic_segmentation INFO: Iters: 147730/150000 || Lr: 0.000460 || Task Loss: 0.2984 || KD Loss: 0.0454|| 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, 20:56:26 || Estimated Time: 1:03:33
2023-07-27 07:42:59,009 semantic_segmentation INFO: Iters: 147740/150000 || Lr: 0.000459 || Task Loss: 0.1776 || KD Loss: 0.0278|| 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, 20:56:43 || Estimated Time: 1:03:16
2023-07-27 07:43:16,599 semantic_segmentation INFO: Iters: 147750/150000 || Lr: 0.000457 || Task Loss: 0.2316 || KD Loss: 0.0344|| 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, 20:57:01 || Estimated Time: 1:03:00
2023-07-27 07:43:33,347 semantic_segmentation INFO: Iters: 147760/150000 || Lr: 0.000455 || Task Loss: 0.3391 || KD Loss: 0.0536|| 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, 20:57:17 || Estimated Time: 1:02:43
2023-07-27 07:43:50,424 semantic_segmentation INFO: Iters: 147770/150000 || Lr: 0.000453 || Task Loss: 0.3144 || KD Loss: 0.0264|| 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, 20:57:34 || Estimated Time: 1:02:26
2023-07-27 07:44:07,324 semantic_segmentation INFO: Iters: 147780/150000 || Lr: 0.000451 || Task Loss: 0.2593 || KD Loss: 0.0389|| 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, 20:57:51 || Estimated Time: 1:02:09
2023-07-27 07:44:24,209 semantic_segmentation INFO: Iters: 147790/150000 || Lr: 0.000449 || Task Loss: 0.1945 || KD Loss: 0.0348|| 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, 20:58:08 || Estimated Time: 1:01:52
2023-07-27 07:44:41,138 semantic_segmentation INFO: Iters: 147800/150000 || Lr: 0.000448 || Task Loss: 0.1722 || KD Loss: 0.0334|| 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, 20:58:25 || Estimated Time: 1:01:36
2023-07-27 07:44:58,311 semantic_segmentation INFO: Iters: 147810/150000 || Lr: 0.000446 || Task Loss: 0.3089 || KD Loss: 0.0481|| 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, 20:58:42 || Estimated Time: 1:01:19
2023-07-27 07:45:15,882 semantic_segmentation INFO: Iters: 147820/150000 || Lr: 0.000444 || Task Loss: 0.2442 || KD Loss: 0.0379|| 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, 20:59:00 || Estimated Time: 1:01:02
2023-07-27 07:45:32,715 semantic_segmentation INFO: Iters: 147830/150000 || Lr: 0.000442 || Task Loss: 0.1867 || KD Loss: 0.0241|| 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, 20:59:17 || Estimated Time: 1:00:45
2023-07-27 07:45:49,604 semantic_segmentation INFO: Iters: 147840/150000 || Lr: 0.000440 || Task Loss: 0.2895 || KD Loss: 0.0459|| 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, 20:59:34 || Estimated Time: 1:00:28
2023-07-27 07:46:06,417 semantic_segmentation INFO: Iters: 147850/150000 || Lr: 0.000438 || Task Loss: 0.1850 || KD Loss: 0.0258|| 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, 20:59:50 || Estimated Time: 1:00:12
2023-07-27 07:46:23,394 semantic_segmentation INFO: Iters: 147860/150000 || Lr: 0.000437 || Task Loss: 0.3265 || KD Loss: 0.0395|| 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, 21:00:07 || Estimated Time: 0:59:55
2023-07-27 07:46:40,393 semantic_segmentation INFO: Iters: 147870/150000 || Lr: 0.000435 || Task Loss: 0.2930 || KD Loss: 0.0345|| 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, 21:00:24 || Estimated Time: 0:59:38
2023-07-27 07:46:57,322 semantic_segmentation INFO: Iters: 147880/150000 || Lr: 0.000433 || Task Loss: 0.2387 || KD Loss: 0.0348|| 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, 21:00:41 || Estimated Time: 0:59:21
2023-07-27 07:47:14,190 semantic_segmentation INFO: Iters: 147890/150000 || Lr: 0.000431 || Task Loss: 0.2585 || KD Loss: 0.0334|| 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, 21:00:58 || Estimated Time: 0:59:04
2023-07-27 07:47:31,385 semantic_segmentation INFO: Iters: 147900/150000 || Lr: 0.000429 || Task Loss: 0.4060 || KD Loss: 0.0965|| 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, 21:01:15 || Estimated Time: 0:58:48
2023-07-27 07:47:48,193 semantic_segmentation INFO: Iters: 147910/150000 || Lr: 0.000427 || Task Loss: 0.2363 || KD Loss: 0.0300|| 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, 21:01:32 || Estimated Time: 0:58:31
2023-07-27 07:48:05,181 semantic_segmentation INFO: Iters: 147920/150000 || Lr: 0.000426 || Task Loss: 0.2672 || KD Loss: 0.0303|| 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, 21:01:49 || Estimated Time: 0:58:14
2023-07-27 07:48:22,178 semantic_segmentation INFO: Iters: 147930/150000 || Lr: 0.000424 || Task Loss: 0.2546 || KD Loss: 0.0348|| 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, 21:02:06 || Estimated Time: 0:57:57
2023-07-27 07:48:39,176 semantic_segmentation INFO: Iters: 147940/150000 || Lr: 0.000422 || Task Loss: 0.2001 || KD Loss: 0.0319|| 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, 21:02:23 || Estimated Time: 0:57:40
2023-07-27 07:48:56,049 semantic_segmentation INFO: Iters: 147950/150000 || Lr: 0.000420 || Task Loss: 0.3181 || KD Loss: 0.0388|| 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, 21:02:40 || Estimated Time: 0:57:24
2023-07-27 07:49:12,974 semantic_segmentation INFO: Iters: 147960/150000 || Lr: 0.000418 || Task Loss: 0.2173 || KD Loss: 0.0274|| 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, 21:02:57 || Estimated Time: 0:57:07
2023-07-27 07:49:29,974 semantic_segmentation INFO: Iters: 147970/150000 || Lr: 0.000416 || Task Loss: 0.2852 || KD Loss: 0.0321|| 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, 21:03:14 || Estimated Time: 0:56:50
2023-07-27 07:49:46,890 semantic_segmentation INFO: Iters: 147980/150000 || Lr: 0.000415 || Task Loss: 0.1901 || KD Loss: 0.0375|| 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, 21:03:31 || Estimated Time: 0:56:33
2023-07-27 07:50:05,245 semantic_segmentation INFO: Iters: 147990/150000 || Lr: 0.000413 || Task Loss: 0.1975 || KD Loss: 0.0283|| 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, 21:03:49 || Estimated Time: 0:56:16
2023-07-27 07:50:24,549 semantic_segmentation INFO: Iters: 148000/150000 || Lr: 0.000411 || Task Loss: 0.2142 || KD Loss: 0.0294|| 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, 21:04:09 || Estimated Time: 0:56:00
2023-07-27 07:50:24,661 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 07:50:25,118 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.979, mIoU: 0.090
2023-07-27 07:50:25,136 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.135
2023-07-27 07:50:25,148 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.170
2023-07-27 07:50:25,162 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.170
2023-07-27 07:50:25,175 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.245
2023-07-27 07:50:25,187 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.288
2023-07-27 07:50:25,201 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.332
2023-07-27 07:50:25,215 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.338
2023-07-27 07:50:25,227 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.377
2023-07-27 07:50:25,241 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.424
2023-07-27 07:50:25,255 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.467
2023-07-27 07:50:25,269 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.513
2023-07-27 07:50:25,281 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.511
2023-07-27 07:50:25,294 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.493
2023-07-27 07:50:25,308 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.490
2023-07-27 07:50:25,319 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.485
2023-07-27 07:50:25,330 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.474
2023-07-27 07:50:25,342 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.474
2023-07-27 07:50:25,355 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.472
2023-07-27 07:50:25,370 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.531
2023-07-27 07:50:25,384 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.533
2023-07-27 07:50:25,398 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.539
2023-07-27 07:50:25,412 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.574
2023-07-27 07:50:25,427 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-27 07:50:25,441 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.573
2023-07-27 07:50:25,454 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.578
2023-07-27 07:50:25,468 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.582
2023-07-27 07:50:25,479 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.584
2023-07-27 07:50:25,493 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.571
2023-07-27 07:50:25,506 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.572
2023-07-27 07:50:25,519 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.572
2023-07-27 07:50:25,534 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.573
2023-07-27 07:50:25,548 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-27 07:50:25,562 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.578
2023-07-27 07:50:25,577 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.622
2023-07-27 07:50:25,591 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.623
2023-07-27 07:50:25,604 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.623
2023-07-27 07:50:25,617 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.669
2023-07-27 07:50:25,634 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.669
2023-07-27 07:50:25,647 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 07:50:25,659 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.685
2023-07-27 07:50:25,674 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-27 07:50:25,687 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.681
2023-07-27 07:50:25,700 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-27 07:50:25,714 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.693
2023-07-27 07:50:25,728 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.697
2023-07-27 07:50:25,741 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-27 07:50:25,753 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 07:50:25,768 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.700
2023-07-27 07:50:25,785 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 07:50:25,801 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.693
2023-07-27 07:50:25,816 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-27 07:50:25,830 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-27 07:50:25,846 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-27 07:50:25,861 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.696
2023-07-27 07:50:25,875 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-27 07:50:25,891 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.692
2023-07-27 07:50:25,908 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 07:50:25,922 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-27 07:50:25,938 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-27 07:50:25,951 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-27 07:50:25,966 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-27 07:50:25,979 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-27 07:50:25,997 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-27 07:50:26,011 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.954, mIoU: 0.731
2023-07-27 07:50:26,026 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-27 07:50:26,041 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.955, mIoU: 0.730
2023-07-27 07:50:26,054 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.955, mIoU: 0.776
2023-07-27 07:50:26,069 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.956, mIoU: 0.777
2023-07-27 07:50:26,084 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.774
2023-07-27 07:50:26,100 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.792
2023-07-27 07:50:26,114 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.956, mIoU: 0.791
2023-07-27 07:50:26,129 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.791
2023-07-27 07:50:26,144 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.956, mIoU: 0.790
2023-07-27 07:50:26,158 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.792
2023-07-27 07:50:26,174 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.957, mIoU: 0.791
2023-07-27 07:50:26,189 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.953, mIoU: 0.785
2023-07-27 07:50:26,198 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-27 07:50:26,214 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-27 07:50:26,230 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-27 07:50:26,243 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.788
2023-07-27 07:50:26,259 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.788
2023-07-27 07:50:26,274 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.786
2023-07-27 07:50:26,289 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:50:26,305 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 07:50:26,320 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 07:50:26,336 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.782
2023-07-27 07:50:26,351 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.952, mIoU: 0.783
2023-07-27 07:50:26,365 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-27 07:50:26,378 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.950, mIoU: 0.784
2023-07-27 07:50:26,393 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:50:26,409 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 07:50:26,424 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.951, mIoU: 0.783
2023-07-27 07:50:26,439 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.951, mIoU: 0.784
2023-07-27 07:50:26,453 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.780
2023-07-27 07:50:26,468 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.778
2023-07-27 07:50:26,481 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:50:26,494 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 07:50:26,509 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:50:26,522 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 07:50:26,536 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,550 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,564 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.951, mIoU: 0.779
2023-07-27 07:50:26,578 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:50:26,594 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:50:26,607 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 07:50:26,623 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 07:50:26,639 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.950, mIoU: 0.778
2023-07-27 07:50:26,654 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 07:50:26,668 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,681 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,694 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,709 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,725 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.951, mIoU: 0.778
2023-07-27 07:50:26,740 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.952, mIoU: 0.779
2023-07-27 07:50:26,753 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.952, mIoU: 0.779
2023-07-27 07:50:26,766 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 07:50:26,781 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.951, mIoU: 0.774
2023-07-27 07:50:26,794 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.951, mIoU: 0.776
2023-07-27 07:50:26,808 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-27 07:50:26,823 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-27 07:50:26,836 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 07:50:26,850 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 07:50:26,865 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 07:50:26,880 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.771
2023-07-27 07:50:26,889 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.773
2023-07-27 07:50:26,900 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.950, mIoU: 0.772
2023-07-27 07:50:26,916 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-27 07:50:26,925 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-27 07:50:26,938 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.761
2023-07-27 07:50:26,952 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.950, mIoU: 0.761
2023-07-27 07:50:26,968 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.762
2023-07-27 07:50:26,982 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.950, mIoU: 0.762
2023-07-27 07:50:26,997 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 07:50:27,011 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 07:50:27,024 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-27 07:50:27,040 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.758
2023-07-27 07:50:27,054 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-27 07:50:27,070 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-27 07:50:27,083 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-27 07:50:27,099 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-27 07:50:27,116 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.949, mIoU: 0.758
2023-07-27 07:50:27,132 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.949, mIoU: 0.762
2023-07-27 07:50:27,148 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.949, mIoU: 0.763
2023-07-27 07:50:27,163 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.950, mIoU: 0.763
2023-07-27 07:50:27,178 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.762
2023-07-27 07:50:27,193 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.767
2023-07-27 07:50:27,206 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.768
2023-07-27 07:50:27,217 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,231 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 07:50:27,246 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.772
2023-07-27 07:50:27,258 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.772
2023-07-27 07:50:27,272 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,285 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,297 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 07:50:27,312 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,326 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,341 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.771
2023-07-27 07:50:27,355 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.949, mIoU: 0.771
2023-07-27 07:50:27,370 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 07:50:27,384 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 07:50:27,399 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.949, mIoU: 0.773
2023-07-27 07:50:27,412 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 07:50:27,427 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 07:50:27,440 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.949, mIoU: 0.772
2023-07-27 07:50:27,453 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.947, mIoU: 0.764
2023-07-27 07:50:27,466 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:50:27,480 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.947, mIoU: 0.763
2023-07-27 07:50:27,495 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.947, mIoU: 0.763
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2023-07-27 07:50:30,339 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.940, mIoU: 0.745
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2023-07-27 07:50:31,217 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.940, mIoU: 0.744
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2023-07-27 07:50:31,941 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-27 07:50:32,011 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 07:50:33,133 semantic_segmentation INFO: Sample: 559, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:33,146 semantic_segmentation INFO: Sample: 560, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:33,161 semantic_segmentation INFO: Sample: 561, Validation pixAcc: 0.943, mIoU: 0.757
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2023-07-27 07:50:33,191 semantic_segmentation INFO: Sample: 563, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:33,206 semantic_segmentation INFO: Sample: 564, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:33,220 semantic_segmentation INFO: Sample: 565, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:33,235 semantic_segmentation INFO: Sample: 566, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:33,250 semantic_segmentation INFO: Sample: 567, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:33,267 semantic_segmentation INFO: Sample: 568, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,277 semantic_segmentation INFO: Sample: 569, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,292 semantic_segmentation INFO: Sample: 570, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,307 semantic_segmentation INFO: Sample: 571, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,320 semantic_segmentation INFO: Sample: 572, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,335 semantic_segmentation INFO: Sample: 573, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,348 semantic_segmentation INFO: Sample: 574, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,362 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,377 semantic_segmentation INFO: Sample: 576, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,392 semantic_segmentation INFO: Sample: 577, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,405 semantic_segmentation INFO: Sample: 578, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,417 semantic_segmentation INFO: Sample: 579, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:33,430 semantic_segmentation INFO: Sample: 580, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,445 semantic_segmentation INFO: Sample: 581, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,460 semantic_segmentation INFO: Sample: 582, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,475 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,489 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,503 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,516 semantic_segmentation INFO: Sample: 586, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,531 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,547 semantic_segmentation INFO: Sample: 588, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,560 semantic_segmentation INFO: Sample: 589, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,576 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,591 semantic_segmentation INFO: Sample: 591, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:33,605 semantic_segmentation INFO: Sample: 592, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,621 semantic_segmentation INFO: Sample: 593, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,637 semantic_segmentation INFO: Sample: 594, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,649 semantic_segmentation INFO: Sample: 595, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,664 semantic_segmentation INFO: Sample: 596, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:33,679 semantic_segmentation INFO: Sample: 597, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,693 semantic_segmentation INFO: Sample: 598, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,708 semantic_segmentation INFO: Sample: 599, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:33,725 semantic_segmentation INFO: Sample: 600, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:33,736 semantic_segmentation INFO: Sample: 601, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:33,752 semantic_segmentation INFO: Sample: 602, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,766 semantic_segmentation INFO: Sample: 603, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,781 semantic_segmentation INFO: Sample: 604, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,793 semantic_segmentation INFO: Sample: 605, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,809 semantic_segmentation INFO: Sample: 606, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,824 semantic_segmentation INFO: Sample: 607, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,841 semantic_segmentation INFO: Sample: 608, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:33,855 semantic_segmentation INFO: Sample: 609, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,870 semantic_segmentation INFO: Sample: 610, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,885 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,899 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,914 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,929 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,942 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:33,958 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,974 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:33,989 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,002 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,018 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,032 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,048 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,063 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,079 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,094 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,110 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,126 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,140 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:34,154 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:50:34,167 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:50:34,182 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:50:34,199 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 07:50:34,213 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 07:50:34,228 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 07:50:34,237 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:34,250 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,264 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,276 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,290 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,303 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,315 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,329 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,345 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,360 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,376 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,389 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,403 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,416 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,430 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,445 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,460 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:34,475 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:34,489 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:50:34,504 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:50:34,517 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:34,531 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:34,547 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,560 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,574 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,588 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,604 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:50:34,621 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 07:50:34,634 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,649 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,665 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,680 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,694 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.754
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2023-07-27 07:50:34,715 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 07:50:34,731 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:34,748 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,764 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,779 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,794 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,808 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,824 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,838 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,851 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:50:34,878 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,893 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 07:50:34,919 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,932 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:34,944 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,957 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 07:50:34,970 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:34,983 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:34,996 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 07:50:35,010 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 07:50:35,026 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 07:50:35,037 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.758
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2023-07-27 07:50:35,064 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,075 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,090 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,104 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,120 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,135 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,149 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:50:35,177 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,192 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,208 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,225 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,241 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,256 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:50:35,272 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.760
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2023-07-27 07:50:35,298 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 07:50:35,311 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,326 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,343 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:50:35,369 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:35,384 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:50:35,428 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:35,442 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.758
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2023-07-27 07:50:35,470 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:50:35,511 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:35,525 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:50:35,584 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:35,597 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:35,610 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.945, mIoU: 0.757
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2023-07-27 07:50:35,643 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:35,658 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:50:35,685 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.757
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2023-07-27 07:50:35,712 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:35,725 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:35,740 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:35,759 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,774 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.945, mIoU: 0.759
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2023-07-27 07:50:35,802 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,817 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,832 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,846 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,859 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,873 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,888 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:35,902 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:35,917 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:35,932 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,946 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:35,959 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:35,974 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:35,989 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,006 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,019 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,033 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,047 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,062 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,075 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,088 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,103 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,119 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,132 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,148 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,163 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,179 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,194 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,207 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,220 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,235 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,248 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,261 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,275 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:36,291 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,304 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,317 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,332 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,347 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,362 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,378 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,392 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,405 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,421 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,437 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,453 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:36,468 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:36,482 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:36,495 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:36,507 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,523 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,538 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,553 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,567 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,579 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,592 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,607 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,623 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,636 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,651 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:36,664 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:36,680 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,693 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,708 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,721 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,735 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,750 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:36,764 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:36,781 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:36,797 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,813 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,828 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,843 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,858 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,873 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,887 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,902 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,917 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,931 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,944 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,957 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,973 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:36,987 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,004 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,019 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,030 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,045 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,061 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,076 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,090 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,105 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,121 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,134 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,149 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,164 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,179 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,192 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,204 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,221 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 07:50:37,236 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,251 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,264 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,279 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,294 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,309 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,324 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,337 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,351 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,364 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,379 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,393 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,406 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,422 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:37,435 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:37,450 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,466 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:37,481 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:37,496 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:37,511 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,526 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,540 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,557 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,572 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,588 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,603 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,614 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,629 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,642 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,657 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,672 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,688 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,701 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,715 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,730 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,744 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,760 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 07:50:37,776 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 07:50:37,790 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:37,807 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:37,822 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,837 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:37,850 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:37,865 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:37,881 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,897 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,910 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,925 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,940 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,954 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,968 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,983 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:37,996 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,011 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,024 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,038 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,053 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:38,068 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 07:50:38,083 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,098 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,113 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,127 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,140 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,155 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,168 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,180 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,195 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,210 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,225 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,240 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,253 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,267 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,283 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,298 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,311 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,326 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,339 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,355 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,369 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,385 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,400 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,415 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,424 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,440 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,456 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,470 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,484 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,499 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,514 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,528 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,543 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,558 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,573 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:38,588 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,603 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,620 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,635 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,648 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,663 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,678 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,692 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,705 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,720 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,736 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,751 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,758 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,771 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,784 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,797 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:38,810 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:38,826 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:38,840 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:38,855 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:38,868 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,881 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,896 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,907 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,922 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:38,935 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,951 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,966 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,981 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:38,996 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,008 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,021 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,036 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,051 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,066 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,080 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,093 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,103 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,115 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,128 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,139 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,154 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,166 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,181 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,197 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,212 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,226 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,241 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,255 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,270 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,286 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,300 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,315 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,330 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,346 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,359 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,373 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,388 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,401 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,417 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,430 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,446 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,461 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,479 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,494 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,508 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,523 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,538 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,553 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,568 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,581 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,594 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,609 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,624 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,639 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 07:50:39,654 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:50:39,669 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:50:39,685 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 07:50:39,700 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,715 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,728 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,743 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,754 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,767 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 07:50:39,782 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,794 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,809 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,827 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 07:50:39,843 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,858 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,874 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,889 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,904 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,916 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:39,932 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,945 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,960 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,975 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:39,988 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 07:50:40,003 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,016 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 07:50:40,030 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,045 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 07:50:40,061 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,075 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,090 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,103 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,116 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,131 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,144 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,157 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,172 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,187 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,202 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,216 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,228 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,243 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,259 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,274 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,287 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,300 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,315 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,330 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,346 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,361 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,376 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,391 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,405 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,420 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,435 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,450 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,465 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,480 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,492 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,508 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,522 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,538 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,550 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 07:50:40,565 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 07:50:40,579 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,595 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,608 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 07:50:40,622 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,637 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,651 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,666 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,681 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,696 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,709 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,725 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,741 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,754 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,770 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,783 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 07:50:40,792 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,807 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,823 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,837 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:40,854 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:40,870 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:40,883 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,896 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,910 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,924 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,939 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,955 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,969 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,985 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-27 07:50:40,999 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,011 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,025 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,039 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,053 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,065 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,078 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,092 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,106 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,121 semantic_segmentation INFO: Sample: 1114, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,137 semantic_segmentation INFO: Sample: 1115, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,149 semantic_segmentation INFO: Sample: 1116, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,165 semantic_segmentation INFO: Sample: 1117, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,179 semantic_segmentation INFO: Sample: 1118, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,192 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,208 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,224 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,239 semantic_segmentation INFO: Sample: 1122, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,254 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,268 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,283 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,297 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,312 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,327 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,340 semantic_segmentation INFO: Sample: 1129, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,355 semantic_segmentation INFO: Sample: 1130, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,368 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,381 semantic_segmentation INFO: Sample: 1132, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,393 semantic_segmentation INFO: Sample: 1133, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,407 semantic_segmentation INFO: Sample: 1134, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,422 semantic_segmentation INFO: Sample: 1135, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,437 semantic_segmentation INFO: Sample: 1136, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,451 semantic_segmentation INFO: Sample: 1137, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,461 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,474 semantic_segmentation INFO: Sample: 1139, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,490 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,505 semantic_segmentation INFO: Sample: 1141, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,518 semantic_segmentation INFO: Sample: 1142, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,534 semantic_segmentation INFO: Sample: 1143, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,550 semantic_segmentation INFO: Sample: 1144, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,565 semantic_segmentation INFO: Sample: 1145, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,579 semantic_segmentation INFO: Sample: 1146, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,594 semantic_segmentation INFO: Sample: 1147, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,609 semantic_segmentation INFO: Sample: 1148, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,622 semantic_segmentation INFO: Sample: 1149, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,638 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,651 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,664 semantic_segmentation INFO: Sample: 1152, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,679 semantic_segmentation INFO: Sample: 1153, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,695 semantic_segmentation INFO: Sample: 1154, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,711 semantic_segmentation INFO: Sample: 1155, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,725 semantic_segmentation INFO: Sample: 1156, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,738 semantic_segmentation INFO: Sample: 1157, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,752 semantic_segmentation INFO: Sample: 1158, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,766 semantic_segmentation INFO: Sample: 1159, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,778 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,792 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,806 semantic_segmentation INFO: Sample: 1162, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,820 semantic_segmentation INFO: Sample: 1163, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,835 semantic_segmentation INFO: Sample: 1164, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,848 semantic_segmentation INFO: Sample: 1165, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,861 semantic_segmentation INFO: Sample: 1166, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:41,875 semantic_segmentation INFO: Sample: 1167, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,890 semantic_segmentation INFO: Sample: 1168, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,903 semantic_segmentation INFO: Sample: 1169, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,916 semantic_segmentation INFO: Sample: 1170, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,931 semantic_segmentation INFO: Sample: 1171, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,949 semantic_segmentation INFO: Sample: 1172, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:41,963 semantic_segmentation INFO: Sample: 1173, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:41,973 semantic_segmentation INFO: Sample: 1174, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:41,988 semantic_segmentation INFO: Sample: 1175, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,004 semantic_segmentation INFO: Sample: 1176, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,019 semantic_segmentation INFO: Sample: 1177, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,034 semantic_segmentation INFO: Sample: 1178, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,047 semantic_segmentation INFO: Sample: 1179, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,062 semantic_segmentation INFO: Sample: 1180, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,076 semantic_segmentation INFO: Sample: 1181, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,089 semantic_segmentation INFO: Sample: 1182, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,104 semantic_segmentation INFO: Sample: 1183, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,119 semantic_segmentation INFO: Sample: 1184, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,134 semantic_segmentation INFO: Sample: 1185, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,149 semantic_segmentation INFO: Sample: 1186, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,164 semantic_segmentation INFO: Sample: 1187, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,179 semantic_segmentation INFO: Sample: 1188, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,192 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,208 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,221 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,234 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,249 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,264 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,277 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,291 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,302 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,317 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,332 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,347 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,360 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,376 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,393 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,408 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,420 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,435 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,450 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,461 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,476 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:42,492 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:42,507 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,520 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,533 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,547 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,561 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,575 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,588 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,602 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,615 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,627 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,641 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,656 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,670 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:42,684 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,700 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,712 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,727 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,741 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,755 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,769 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,782 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,794 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,810 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,824 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,839 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,852 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:42,868 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,884 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:42,898 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:42,910 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:42,923 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:42,938 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:42,953 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:42,968 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:42,983 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:42,998 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,014 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,027 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,041 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,056 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,069 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,084 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,099 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,113 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,128 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:43,142 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:43,157 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:43,172 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:43,186 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,201 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:43,216 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,232 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,246 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,261 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,276 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,288 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,301 semantic_segmentation INFO: Sample: 1267, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,316 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,331 semantic_segmentation INFO: Sample: 1269, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,344 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,359 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,375 semantic_segmentation INFO: Sample: 1272, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,389 semantic_segmentation INFO: Sample: 1273, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,404 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,419 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,434 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,449 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,462 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,475 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,488 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,501 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,514 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,529 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,544 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,557 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,570 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,585 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,596 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,610 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,625 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,640 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,655 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 07:50:43,682 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,697 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,712 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:50:43,770 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,783 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:43,798 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 07:50:43,828 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,843 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,856 semantic_segmentation INFO: Sample: 1306, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,871 semantic_segmentation INFO: Sample: 1307, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 07:50:43,919 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,932 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:43,946 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:43,961 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:43,976 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 07:50:43,991 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 07:50:44,006 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,021 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,036 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,047 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,061 semantic_segmentation INFO: Sample: 1320, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,074 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,087 semantic_segmentation INFO: Sample: 1322, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,104 semantic_segmentation INFO: Sample: 1323, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,119 semantic_segmentation INFO: Sample: 1324, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,133 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,145 semantic_segmentation INFO: Sample: 1326, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,158 semantic_segmentation INFO: Sample: 1327, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,172 semantic_segmentation INFO: Sample: 1328, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,187 semantic_segmentation INFO: Sample: 1329, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,202 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,217 semantic_segmentation INFO: Sample: 1331, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,232 semantic_segmentation INFO: Sample: 1332, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,245 semantic_segmentation INFO: Sample: 1333, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 07:50:44,260 semantic_segmentation INFO: Sample: 1334, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,276 semantic_segmentation INFO: Sample: 1335, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 07:50:44,289 semantic_segmentation INFO: Sample: 1336, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 07:50:44,304 semantic_segmentation INFO: Sample: 1337, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,318 semantic_segmentation INFO: Sample: 1338, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,331 semantic_segmentation INFO: Sample: 1339, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,346 semantic_segmentation INFO: Sample: 1340, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,358 semantic_segmentation INFO: Sample: 1341, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,373 semantic_segmentation INFO: Sample: 1342, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,388 semantic_segmentation INFO: Sample: 1343, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,403 semantic_segmentation INFO: Sample: 1344, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,418 semantic_segmentation INFO: Sample: 1345, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,431 semantic_segmentation INFO: Sample: 1346, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,444 semantic_segmentation INFO: Sample: 1347, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,458 semantic_segmentation INFO: Sample: 1348, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 07:50:44,473 semantic_segmentation INFO: Sample: 1349, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,487 semantic_segmentation INFO: Sample: 1350, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,500 semantic_segmentation INFO: Sample: 1351, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,512 semantic_segmentation INFO: Sample: 1352, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,527 semantic_segmentation INFO: Sample: 1353, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,542 semantic_segmentation INFO: Sample: 1354, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,557 semantic_segmentation INFO: Sample: 1355, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,569 semantic_segmentation INFO: Sample: 1356, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,584 semantic_segmentation INFO: Sample: 1357, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,601 semantic_segmentation INFO: Sample: 1358, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,617 semantic_segmentation INFO: Sample: 1359, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,632 semantic_segmentation INFO: Sample: 1360, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,648 semantic_segmentation INFO: Sample: 1361, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,656 semantic_segmentation INFO: Sample: 1362, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,671 semantic_segmentation INFO: Sample: 1363, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,684 semantic_segmentation INFO: Sample: 1364, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,697 semantic_segmentation INFO: Sample: 1365, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,713 semantic_segmentation INFO: Sample: 1366, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,729 semantic_segmentation INFO: Sample: 1367, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,743 semantic_segmentation INFO: Sample: 1368, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:44,759 semantic_segmentation INFO: Sample: 1369, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,775 semantic_segmentation INFO: Sample: 1370, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,790 semantic_segmentation INFO: Sample: 1371, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:44,806 semantic_segmentation INFO: Sample: 1372, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,819 semantic_segmentation INFO: Sample: 1373, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,834 semantic_segmentation INFO: Sample: 1374, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,851 semantic_segmentation INFO: Sample: 1375, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,866 semantic_segmentation INFO: Sample: 1376, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,883 semantic_segmentation INFO: Sample: 1377, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,899 semantic_segmentation INFO: Sample: 1378, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,917 semantic_segmentation INFO: Sample: 1379, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,930 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,944 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,959 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,974 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:44,987 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:45,000 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:45,015 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:45,030 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:45,045 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-27 07:50:45,060 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,075 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,090 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,105 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,118 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,133 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,146 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,161 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,177 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,192 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,207 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,220 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,236 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,250 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,265 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,280 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,295 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,310 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,325 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,337 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,352 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,365 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,379 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,394 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,409 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,424 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,439 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,453 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,462 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,477 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,490 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,504 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,520 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,534 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,549 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,561 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,570 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,586 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,601 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,616 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,630 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,645 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,660 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,673 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,688 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,704 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,719 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,734 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,747 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,761 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,776 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,791 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,804 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,819 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,833 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 07:50:45,847 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,863 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,875 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,889 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,904 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:50:45,921 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 07:51:02,730 semantic_segmentation INFO: Iters: 148010/150000 || Lr: 0.000409 || Task Loss: 0.2176 || KD Loss: 0.0217|| 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, 21:04:47 || Estimated Time: 0:55:43
2023-07-27 07:51:19,617 semantic_segmentation INFO: Iters: 148020/150000 || Lr: 0.000407 || Task Loss: 0.3061 || KD Loss: 0.0436|| 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, 21:05:04 || Estimated Time: 0:55:26
2023-07-27 07:51:36,528 semantic_segmentation INFO: Iters: 148030/150000 || Lr: 0.000405 || Task Loss: 0.3070 || KD Loss: 0.0417|| 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, 21:05:21 || Estimated Time: 0:55:10
2023-07-27 07:51:53,955 semantic_segmentation INFO: Iters: 148040/150000 || Lr: 0.000403 || Task Loss: 0.2443 || KD Loss: 0.0388|| 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, 21:05:38 || Estimated Time: 0:54:53
2023-07-27 07:52:10,850 semantic_segmentation INFO: Iters: 148050/150000 || Lr: 0.000402 || Task Loss: 0.2180 || KD Loss: 0.0293|| 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, 21:05:55 || Estimated Time: 0:54:36
2023-07-27 07:52:27,743 semantic_segmentation INFO: Iters: 148060/150000 || Lr: 0.000400 || Task Loss: 0.1634 || KD Loss: 0.0256|| 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, 21:06:12 || Estimated Time: 0:54:19
2023-07-27 07:52:44,804 semantic_segmentation INFO: Iters: 148070/150000 || Lr: 0.000398 || Task Loss: 0.2511 || KD Loss: 0.0329|| 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, 21:06:29 || Estimated Time: 0:54:02
2023-07-27 07:53:01,744 semantic_segmentation INFO: Iters: 148080/150000 || Lr: 0.000396 || Task Loss: 0.2190 || KD Loss: 0.0295|| 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, 21:06:46 || Estimated Time: 0:53:46
2023-07-27 07:53:18,532 semantic_segmentation INFO: Iters: 148090/150000 || Lr: 0.000394 || Task Loss: 0.2583 || KD Loss: 0.0324|| 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, 21:07:03 || Estimated Time: 0:53:29
2023-07-27 07:53:35,538 semantic_segmentation INFO: Iters: 148100/150000 || Lr: 0.000392 || Task Loss: 0.2995 || KD Loss: 0.0346|| 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, 21:07:20 || Estimated Time: 0:53:12
2023-07-27 07:53:52,590 semantic_segmentation INFO: Iters: 148110/150000 || Lr: 0.000390 || Task Loss: 0.2552 || KD Loss: 0.0366|| 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, 21:07:37 || Estimated Time: 0:52:55
2023-07-27 07:54:09,573 semantic_segmentation INFO: Iters: 148120/150000 || Lr: 0.000389 || Task Loss: 0.2717 || KD Loss: 0.0428|| 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, 21:07:54 || Estimated Time: 0:52:38
2023-07-27 07:54:26,550 semantic_segmentation INFO: Iters: 148130/150000 || Lr: 0.000387 || Task Loss: 0.2564 || KD Loss: 0.0388|| 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, 21:08:11 || Estimated Time: 0:52:22
2023-07-27 07:54:43,594 semantic_segmentation INFO: Iters: 148140/150000 || Lr: 0.000385 || Task Loss: 0.2617 || KD Loss: 0.0420|| 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, 21:08:28 || Estimated Time: 0:52:05
2023-07-27 07:55:00,786 semantic_segmentation INFO: Iters: 148150/150000 || Lr: 0.000383 || Task Loss: 0.2532 || KD Loss: 0.0330|| 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, 21:08:45 || Estimated Time: 0:51:48
2023-07-27 07:55:17,621 semantic_segmentation INFO: Iters: 148160/150000 || Lr: 0.000381 || Task Loss: 0.2001 || KD Loss: 0.0337|| 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, 21:09:02 || Estimated Time: 0:51:31
2023-07-27 07:55:34,557 semantic_segmentation INFO: Iters: 148170/150000 || Lr: 0.000379 || Task Loss: 0.2466 || KD Loss: 0.0475|| 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, 21:09:19 || Estimated Time: 0:51:14
2023-07-27 07:55:51,537 semantic_segmentation INFO: Iters: 148180/150000 || Lr: 0.000377 || Task Loss: 0.2976 || KD Loss: 0.0383|| 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, 21:09:36 || Estimated Time: 0:50:58
2023-07-27 07:56:08,584 semantic_segmentation INFO: Iters: 148190/150000 || Lr: 0.000376 || Task Loss: 0.2396 || KD Loss: 0.0338|| 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, 21:09:53 || Estimated Time: 0:50:41
2023-07-27 07:56:25,604 semantic_segmentation INFO: Iters: 148200/150000 || Lr: 0.000374 || Task Loss: 0.2422 || KD Loss: 0.0312|| 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, 21:10:10 || Estimated Time: 0:50:24
2023-07-27 07:56:42,480 semantic_segmentation INFO: Iters: 148210/150000 || Lr: 0.000372 || Task Loss: 0.2415 || KD Loss: 0.0270|| 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, 21:10:26 || Estimated Time: 0:50:07
2023-07-27 07:56:59,479 semantic_segmentation INFO: Iters: 148220/150000 || Lr: 0.000370 || Task Loss: 0.2049 || KD Loss: 0.0240|| 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, 21:10:43 || Estimated Time: 0:49:50
2023-07-27 07:57:16,376 semantic_segmentation INFO: Iters: 148230/150000 || Lr: 0.000368 || Task Loss: 0.2631 || KD Loss: 0.0302|| 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, 21:11:00 || Estimated Time: 0:49:34
2023-07-27 07:57:33,324 semantic_segmentation INFO: Iters: 148240/150000 || Lr: 0.000366 || Task Loss: 0.2258 || KD Loss: 0.0336|| 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, 21:11:17 || Estimated Time: 0:49:17
2023-07-27 07:57:50,297 semantic_segmentation INFO: Iters: 148250/150000 || Lr: 0.000364 || Task Loss: 0.2069 || KD Loss: 0.0362|| 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, 21:11:34 || Estimated Time: 0:49:00
2023-07-27 07:58:07,514 semantic_segmentation INFO: Iters: 148260/150000 || Lr: 0.000362 || Task Loss: 0.2740 || KD Loss: 0.0402|| 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, 21:11:51 || Estimated Time: 0:48:43
2023-07-27 07:58:24,444 semantic_segmentation INFO: Iters: 148270/150000 || Lr: 0.000361 || Task Loss: 0.2000 || KD Loss: 0.0275|| 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, 21:12:08 || Estimated Time: 0:48:26
2023-07-27 07:58:41,292 semantic_segmentation INFO: Iters: 148280/150000 || Lr: 0.000359 || Task Loss: 0.1971 || KD Loss: 0.0289|| 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, 21:12:25 || Estimated Time: 0:48:10
2023-07-27 07:58:58,780 semantic_segmentation INFO: Iters: 148290/150000 || Lr: 0.000357 || Task Loss: 0.2036 || KD Loss: 0.0275|| 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, 21:12:43 || Estimated Time: 0:47:53
2023-07-27 07:59:15,713 semantic_segmentation INFO: Iters: 148300/150000 || Lr: 0.000355 || Task Loss: 0.1929 || KD Loss: 0.0245|| 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, 21:13:00 || Estimated Time: 0:47:36
2023-07-27 07:59:32,565 semantic_segmentation INFO: Iters: 148310/150000 || Lr: 0.000353 || Task Loss: 0.2691 || KD Loss: 0.0333|| 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, 21:13:17 || Estimated Time: 0:47:19
2023-07-27 07:59:49,626 semantic_segmentation INFO: Iters: 148320/150000 || Lr: 0.000351 || Task Loss: 0.2192 || KD Loss: 0.0332|| 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, 21:13:34 || Estimated Time: 0:47:02
2023-07-27 08:00:06,610 semantic_segmentation INFO: Iters: 148330/150000 || Lr: 0.000349 || Task Loss: 0.2161 || KD Loss: 0.0352|| 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, 21:13:51 || Estimated Time: 0:46:46
2023-07-27 08:00:23,555 semantic_segmentation INFO: Iters: 148340/150000 || Lr: 0.000347 || Task Loss: 0.2954 || KD Loss: 0.0520|| 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, 21:14:08 || Estimated Time: 0:46:29
2023-07-27 08:00:40,495 semantic_segmentation INFO: Iters: 148350/150000 || Lr: 0.000346 || Task Loss: 0.2532 || KD Loss: 0.0341|| 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, 21:14:24 || Estimated Time: 0:46:12
2023-07-27 08:00:57,488 semantic_segmentation INFO: Iters: 148360/150000 || Lr: 0.000344 || Task Loss: 0.2001 || KD Loss: 0.0313|| 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, 21:14:41 || Estimated Time: 0:45:55
2023-07-27 08:01:14,433 semantic_segmentation INFO: Iters: 148370/150000 || Lr: 0.000342 || Task Loss: 0.2175 || KD Loss: 0.0425|| 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, 21:14:58 || Estimated Time: 0:45:38
2023-07-27 08:01:31,282 semantic_segmentation INFO: Iters: 148380/150000 || Lr: 0.000340 || Task Loss: 0.2256 || KD Loss: 0.0368|| 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, 21:15:15 || Estimated Time: 0:45:22
2023-07-27 08:01:48,223 semantic_segmentation INFO: Iters: 148390/150000 || Lr: 0.000338 || Task Loss: 0.2567 || KD Loss: 0.0327|| 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, 21:15:32 || Estimated Time: 0:45:05
2023-07-27 08:02:05,233 semantic_segmentation INFO: Iters: 148400/150000 || Lr: 0.000336 || Task Loss: 0.2040 || KD Loss: 0.0244|| 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, 21:15:49 || Estimated Time: 0:44:48
2023-07-27 08:02:22,232 semantic_segmentation INFO: Iters: 148410/150000 || Lr: 0.000334 || Task Loss: 0.2132 || KD Loss: 0.0266|| 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, 21:16:06 || Estimated Time: 0:44:31
2023-07-27 08:02:39,157 semantic_segmentation INFO: Iters: 148420/150000 || Lr: 0.000332 || Task Loss: 0.2224 || KD Loss: 0.0263|| 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, 21:16:23 || Estimated Time: 0:44:14
2023-07-27 08:02:56,126 semantic_segmentation INFO: Iters: 148430/150000 || Lr: 0.000330 || Task Loss: 0.2675 || KD Loss: 0.0397|| 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, 21:16:40 || Estimated Time: 0:43:57
2023-07-27 08:03:13,074 semantic_segmentation INFO: Iters: 148440/150000 || Lr: 0.000329 || Task Loss: 0.3305 || KD Loss: 0.0857|| 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, 21:16:57 || Estimated Time: 0:43:41
2023-07-27 08:03:29,939 semantic_segmentation INFO: Iters: 148450/150000 || Lr: 0.000327 || Task Loss: 0.2315 || KD Loss: 0.0361|| 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, 21:17:14 || Estimated Time: 0:43:24
2023-07-27 08:03:47,050 semantic_segmentation INFO: Iters: 148460/150000 || Lr: 0.000325 || Task Loss: 0.3041 || KD Loss: 0.0405|| 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, 21:17:31 || Estimated Time: 0:43:07
2023-07-27 08:04:04,287 semantic_segmentation INFO: Iters: 148470/150000 || Lr: 0.000323 || Task Loss: 0.2118 || KD Loss: 0.0250|| 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, 21:17:48 || Estimated Time: 0:42:50
2023-07-27 08:04:21,245 semantic_segmentation INFO: Iters: 148480/150000 || Lr: 0.000321 || Task Loss: 0.2224 || KD Loss: 0.0484|| 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, 21:18:05 || Estimated Time: 0:42:33
2023-07-27 08:04:38,156 semantic_segmentation INFO: Iters: 148490/150000 || Lr: 0.000319 || Task Loss: 0.2649 || KD Loss: 0.0510|| 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, 21:18:22 || Estimated Time: 0:42:17
2023-07-27 08:04:55,048 semantic_segmentation INFO: Iters: 148500/150000 || Lr: 0.000317 || Task Loss: 0.1732 || KD Loss: 0.0215|| 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, 21:18:39 || Estimated Time: 0:42:00
2023-07-27 08:05:11,982 semantic_segmentation INFO: Iters: 148510/150000 || Lr: 0.000315 || Task Loss: 0.2584 || KD Loss: 0.0252|| 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, 21:18:56 || Estimated Time: 0:41:43
2023-07-27 08:05:28,959 semantic_segmentation INFO: Iters: 148520/150000 || Lr: 0.000313 || Task Loss: 0.3651 || KD Loss: 0.0457|| 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, 21:19:13 || Estimated Time: 0:41:26
2023-07-27 08:05:45,845 semantic_segmentation INFO: Iters: 148530/150000 || Lr: 0.000311 || Task Loss: 0.1982 || KD Loss: 0.0229|| 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, 21:19:30 || Estimated Time: 0:41:09
2023-07-27 08:06:02,839 semantic_segmentation INFO: Iters: 148540/150000 || Lr: 0.000310 || Task Loss: 0.2457 || KD Loss: 0.0279|| 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, 21:19:47 || Estimated Time: 0:40:53
2023-07-27 08:06:19,783 semantic_segmentation INFO: Iters: 148550/150000 || Lr: 0.000308 || Task Loss: 0.2331 || KD Loss: 0.0337|| 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, 21:20:04 || Estimated Time: 0:40:36
2023-07-27 08:06:36,622 semantic_segmentation INFO: Iters: 148560/150000 || Lr: 0.000306 || Task Loss: 0.1898 || KD Loss: 0.0364|| 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, 21:20:21 || Estimated Time: 0:40:19
2023-07-27 08:06:53,860 semantic_segmentation INFO: Iters: 148570/150000 || Lr: 0.000304 || Task Loss: 0.3368 || KD Loss: 0.0369|| 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, 21:20:38 || Estimated Time: 0:40:02
2023-07-27 08:07:10,755 semantic_segmentation INFO: Iters: 148580/150000 || Lr: 0.000302 || Task Loss: 0.3459 || KD Loss: 0.0260|| 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, 21:20:55 || Estimated Time: 0:39:45
2023-07-27 08:07:27,687 semantic_segmentation INFO: Iters: 148590/150000 || Lr: 0.000300 || Task Loss: 0.2255 || KD Loss: 0.0185|| 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, 21:21:12 || Estimated Time: 0:39:29
2023-07-27 08:07:44,634 semantic_segmentation INFO: Iters: 148600/150000 || Lr: 0.000298 || Task Loss: 0.2155 || KD Loss: 0.0236|| 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, 21:21:29 || Estimated Time: 0:39:12
2023-07-27 08:08:01,686 semantic_segmentation INFO: Iters: 148610/150000 || Lr: 0.000296 || Task Loss: 0.1822 || KD Loss: 0.0179|| 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, 21:21:46 || Estimated Time: 0:38:55
2023-07-27 08:08:18,634 semantic_segmentation INFO: Iters: 148620/150000 || Lr: 0.000294 || Task Loss: 0.2304 || KD Loss: 0.0326|| 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, 21:22:03 || Estimated Time: 0:38:38
2023-07-27 08:08:36,069 semantic_segmentation INFO: Iters: 148630/150000 || Lr: 0.000292 || Task Loss: 0.2513 || KD Loss: 0.0264|| 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, 21:22:20 || Estimated Time: 0:38:21
2023-07-27 08:08:52,979 semantic_segmentation INFO: Iters: 148640/150000 || Lr: 0.000290 || Task Loss: 0.2744 || KD Loss: 0.0634|| 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, 21:22:37 || Estimated Time: 0:38:05
2023-07-27 08:09:09,915 semantic_segmentation INFO: Iters: 148650/150000 || Lr: 0.000288 || Task Loss: 0.2552 || KD Loss: 0.0285|| 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, 21:22:54 || Estimated Time: 0:37:48
2023-07-27 08:09:26,928 semantic_segmentation INFO: Iters: 148660/150000 || Lr: 0.000287 || Task Loss: 0.2980 || KD Loss: 0.0400|| 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, 21:23:11 || Estimated Time: 0:37:31
2023-07-27 08:09:43,856 semantic_segmentation INFO: Iters: 148670/150000 || Lr: 0.000285 || Task Loss: 0.2366 || KD Loss: 0.0263|| 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, 21:23:28 || Estimated Time: 0:37:14
2023-07-27 08:10:00,869 semantic_segmentation INFO: Iters: 148680/150000 || Lr: 0.000283 || Task Loss: 0.2884 || KD Loss: 0.0431|| 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, 21:23:45 || Estimated Time: 0:36:57
2023-07-27 08:10:18,090 semantic_segmentation INFO: Iters: 148690/150000 || Lr: 0.000281 || Task Loss: 0.3089 || KD Loss: 0.0424|| 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, 21:24:02 || Estimated Time: 0:36:41
2023-07-27 08:10:35,240 semantic_segmentation INFO: Iters: 148700/150000 || Lr: 0.000279 || Task Loss: 0.2680 || KD Loss: 0.0410|| 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, 21:24:19 || Estimated Time: 0:36:24
2023-07-27 08:10:52,657 semantic_segmentation INFO: Iters: 148710/150000 || Lr: 0.000277 || Task Loss: 0.2249 || KD Loss: 0.0278|| 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, 21:24:37 || Estimated Time: 0:36:07
2023-07-27 08:11:09,840 semantic_segmentation INFO: Iters: 148720/150000 || Lr: 0.000275 || Task Loss: 0.2052 || KD Loss: 0.0171|| 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, 21:24:54 || Estimated Time: 0:35:50
2023-07-27 08:11:26,779 semantic_segmentation INFO: Iters: 148730/150000 || Lr: 0.000273 || Task Loss: 0.2441 || KD Loss: 0.0297|| 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, 21:25:11 || Estimated Time: 0:35:33
2023-07-27 08:11:43,755 semantic_segmentation INFO: Iters: 148740/150000 || Lr: 0.000271 || Task Loss: 0.2887 || KD Loss: 0.0507|| 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, 21:25:28 || Estimated Time: 0:35:17
2023-07-27 08:12:00,733 semantic_segmentation INFO: Iters: 148750/150000 || Lr: 0.000269 || Task Loss: 0.2986 || KD Loss: 0.0294|| 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, 21:25:45 || Estimated Time: 0:35:00
2023-07-27 08:12:17,637 semantic_segmentation INFO: Iters: 148760/150000 || Lr: 0.000267 || Task Loss: 0.2317 || KD Loss: 0.0297|| 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, 21:26:02 || Estimated Time: 0:34:43
2023-07-27 08:12:34,628 semantic_segmentation INFO: Iters: 148770/150000 || Lr: 0.000265 || Task Loss: 0.3259 || KD Loss: 0.0451|| 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, 21:26:19 || Estimated Time: 0:34:26
2023-07-27 08:12:51,627 semantic_segmentation INFO: Iters: 148780/150000 || Lr: 0.000263 || Task Loss: 0.2662 || KD Loss: 0.0377|| 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, 21:26:36 || Estimated Time: 0:34:09
2023-07-27 08:13:08,613 semantic_segmentation INFO: Iters: 148790/150000 || Lr: 0.000261 || Task Loss: 0.2315 || KD Loss: 0.0345|| 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, 21:26:53 || Estimated Time: 0:33:53
2023-07-27 08:13:26,107 semantic_segmentation INFO: Iters: 148800/150000 || Lr: 0.000259 || Task Loss: 0.2740 || KD Loss: 0.0514|| 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, 21:27:10 || Estimated Time: 0:33:36
2023-07-27 08:13:26,221 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 08:13:26,673 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.981, mIoU: 0.090
2023-07-27 08:13:26,706 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.135
2023-07-27 08:13:26,719 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.170
2023-07-27 08:13:26,733 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.980, mIoU: 0.170
2023-07-27 08:13:26,747 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.243
2023-07-27 08:13:26,759 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.285
2023-07-27 08:13:26,774 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.330
2023-07-27 08:13:26,788 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.336
2023-07-27 08:13:26,801 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.376
2023-07-27 08:13:26,815 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.422
2023-07-27 08:13:26,830 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.463
2023-07-27 08:13:26,844 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.509
2023-07-27 08:13:26,857 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.505
2023-07-27 08:13:26,871 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.488
2023-07-27 08:13:26,885 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.485
2023-07-27 08:13:26,897 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.481
2023-07-27 08:13:26,909 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.471
2023-07-27 08:13:26,922 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.471
2023-07-27 08:13:26,936 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.470
2023-07-27 08:13:26,952 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.530
2023-07-27 08:13:26,966 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.532
2023-07-27 08:13:26,981 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.538
2023-07-27 08:13:26,996 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.572
2023-07-27 08:13:27,012 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.573
2023-07-27 08:13:27,027 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.571
2023-07-27 08:13:27,041 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.577
2023-07-27 08:13:27,055 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.581
2023-07-27 08:13:27,067 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.583
2023-07-27 08:13:27,082 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.571
2023-07-27 08:13:27,097 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.572
2023-07-27 08:13:27,113 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.572
2023-07-27 08:13:27,129 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.572
2023-07-27 08:13:27,144 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-27 08:13:27,159 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.578
2023-07-27 08:13:27,176 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.622
2023-07-27 08:13:27,191 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.623
2023-07-27 08:13:27,204 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.623
2023-07-27 08:13:27,217 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.954, mIoU: 0.669
2023-07-27 08:13:27,234 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.955, mIoU: 0.669
2023-07-27 08:13:27,247 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 08:13:27,261 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-27 08:13:27,276 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.955, mIoU: 0.685
2023-07-27 08:13:27,291 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.682
2023-07-27 08:13:27,305 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.682
2023-07-27 08:13:27,320 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.693
2023-07-27 08:13:27,335 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.697
2023-07-27 08:13:27,349 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 08:13:27,361 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 08:13:27,376 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.956, mIoU: 0.700
2023-07-27 08:13:27,393 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.694
2023-07-27 08:13:27,409 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.694
2023-07-27 08:13:27,424 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 08:13:27,437 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-27 08:13:27,452 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.955, mIoU: 0.692
2023-07-27 08:13:27,467 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-27 08:13:27,481 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.955, mIoU: 0.697
2023-07-27 08:13:27,496 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.954, mIoU: 0.694
2023-07-27 08:13:27,513 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.955, mIoU: 0.694
2023-07-27 08:13:27,527 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.956, mIoU: 0.695
2023-07-27 08:13:27,542 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-27 08:13:27,556 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-27 08:13:27,572 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-27 08:13:27,585 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-27 08:13:27,603 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-27 08:13:27,618 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.955, mIoU: 0.733
2023-07-27 08:13:27,633 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.955, mIoU: 0.732
2023-07-27 08:13:27,649 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.955, mIoU: 0.733
2023-07-27 08:13:27,663 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.956, mIoU: 0.778
2023-07-27 08:13:27,679 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.956, mIoU: 0.779
2023-07-27 08:13:27,694 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.956, mIoU: 0.778
2023-07-27 08:13:27,711 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.956, mIoU: 0.795
2023-07-27 08:13:27,724 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.957, mIoU: 0.795
2023-07-27 08:13:27,740 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.956, mIoU: 0.794
2023-07-27 08:13:27,755 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.957, mIoU: 0.794
2023-07-27 08:13:27,770 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.957, mIoU: 0.796
2023-07-27 08:13:27,785 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.958, mIoU: 0.795
2023-07-27 08:13:27,800 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.954, mIoU: 0.790
2023-07-27 08:13:27,809 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.787
2023-07-27 08:13:27,824 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 08:13:27,840 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.953, mIoU: 0.789
2023-07-27 08:13:27,854 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.953, mIoU: 0.791
2023-07-27 08:13:27,869 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.953, mIoU: 0.790
2023-07-27 08:13:27,883 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.953, mIoU: 0.788
2023-07-27 08:13:27,898 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 08:13:27,914 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.950, mIoU: 0.779
2023-07-27 08:13:27,929 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.950, mIoU: 0.781
2023-07-27 08:13:27,944 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.951, mIoU: 0.780
2023-07-27 08:13:27,960 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.951, mIoU: 0.781
2023-07-27 08:13:27,975 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-27 08:13:27,988 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.777
2023-07-27 08:13:28,004 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.774
2023-07-27 08:13:28,020 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.774
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2023-07-27 08:13:28,139 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.950, mIoU: 0.773
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2023-07-27 08:13:28,417 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.766
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2023-07-27 08:13:29,001 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.769
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2023-07-27 08:13:33,713 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.750
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2023-07-27 08:13:33,868 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 08:13:33,910 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 08:13:33,981 semantic_segmentation INFO: Sample: 504, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 08:13:34,012 semantic_segmentation INFO: Sample: 506, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 08:13:34,099 semantic_segmentation INFO: Sample: 512, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 08:13:34,114 semantic_segmentation INFO: Sample: 513, Validation pixAcc: 0.942, mIoU: 0.750
2023-07-27 08:13:34,131 semantic_segmentation INFO: Sample: 514, Validation pixAcc: 0.942, mIoU: 0.751
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2023-07-27 08:13:34,162 semantic_segmentation INFO: Sample: 516, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 08:13:34,177 semantic_segmentation INFO: Sample: 517, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 08:13:34,192 semantic_segmentation INFO: Sample: 518, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 08:13:34,209 semantic_segmentation INFO: Sample: 519, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 08:13:34,225 semantic_segmentation INFO: Sample: 520, Validation pixAcc: 0.941, mIoU: 0.744
2023-07-27 08:13:34,240 semantic_segmentation INFO: Sample: 521, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 08:13:34,255 semantic_segmentation INFO: Sample: 522, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 08:13:34,269 semantic_segmentation INFO: Sample: 523, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 08:13:34,284 semantic_segmentation INFO: Sample: 524, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 08:13:34,298 semantic_segmentation INFO: Sample: 525, Validation pixAcc: 0.941, mIoU: 0.745
2023-07-27 08:13:34,311 semantic_segmentation INFO: Sample: 526, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 08:13:34,325 semantic_segmentation INFO: Sample: 527, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-27 08:13:34,336 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 08:13:34,351 semantic_segmentation INFO: Sample: 529, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 08:13:34,363 semantic_segmentation INFO: Sample: 530, Validation pixAcc: 0.941, mIoU: 0.749
2023-07-27 08:13:34,375 semantic_segmentation INFO: Sample: 531, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 08:13:34,387 semantic_segmentation INFO: Sample: 532, Validation pixAcc: 0.941, mIoU: 0.750
2023-07-27 08:13:34,401 semantic_segmentation INFO: Sample: 533, Validation pixAcc: 0.941, mIoU: 0.751
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2023-07-27 08:13:34,467 semantic_segmentation INFO: Sample: 538, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:13:34,483 semantic_segmentation INFO: Sample: 539, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-27 08:13:34,555 semantic_segmentation INFO: Sample: 544, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:13:34,571 semantic_segmentation INFO: Sample: 545, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:13:34,586 semantic_segmentation INFO: Sample: 546, Validation pixAcc: 0.942, mIoU: 0.752
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2023-07-27 08:13:34,614 semantic_segmentation INFO: Sample: 548, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:13:34,627 semantic_segmentation INFO: Sample: 549, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 08:13:34,673 semantic_segmentation INFO: Sample: 552, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:13:34,686 semantic_segmentation INFO: Sample: 553, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 08:13:34,745 semantic_segmentation INFO: Sample: 557, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:13:34,760 semantic_segmentation INFO: Sample: 558, Validation pixAcc: 0.942, mIoU: 0.754
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2023-07-27 08:13:35,008 semantic_segmentation INFO: Sample: 575, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 08:13:35,123 semantic_segmentation INFO: Sample: 583, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:13:35,138 semantic_segmentation INFO: Sample: 584, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:13:35,153 semantic_segmentation INFO: Sample: 585, Validation pixAcc: 0.942, mIoU: 0.753
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2023-07-27 08:13:35,181 semantic_segmentation INFO: Sample: 587, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 08:13:35,227 semantic_segmentation INFO: Sample: 590, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 08:13:35,532 semantic_segmentation INFO: Sample: 611, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 08:13:35,811 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.758
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2023-07-27 08:13:36,520 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,534 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,549 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,563 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,576 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,588 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,601 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:13:36,615 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:13:36,627 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:13:36,640 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:13:36,654 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:13:36,667 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:13:36,683 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:13:36,695 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:13:36,709 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:13:36,722 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:13:36,733 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,748 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,764 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,779 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,794 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,809 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,824 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,837 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,852 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,867 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,884 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,899 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,914 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:13:36,930 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:13:36,943 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:13:36,956 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:13:36,969 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:36,984 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,000 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,013 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,026 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,041 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,056 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,070 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,085 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,100 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,113 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,128 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,141 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,155 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,170 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,185 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,201 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,214 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,230 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,247 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,260 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,273 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,289 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,305 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,320 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,335 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,348 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,362 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,376 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,389 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,405 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,422 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,435 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,451 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,464 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,480 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,495 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,508 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,521 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,536 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,551 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:37,565 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:37,580 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,595 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,609 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:37,623 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,638 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,653 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,670 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,684 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,699 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,712 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,728 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,741 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,754 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,769 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:37,784 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,798 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,814 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:37,830 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:37,845 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,861 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:37,874 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,887 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,901 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,915 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,928 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,942 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,957 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,971 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:37,984 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:37,998 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:38,014 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:38,029 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,045 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,059 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,072 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,087 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,102 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,117 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:38,133 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:38,146 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:38,159 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,171 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,187 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,203 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,218 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,232 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,244 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,259 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,274 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,289 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,302 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,317 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,330 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,346 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,359 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,374 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,387 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,403 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,418 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:38,432 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,448 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,463 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,478 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,493 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,509 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,525 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,540 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,555 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,571 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,586 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,599 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,612 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,626 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,642 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,655 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,671 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,687 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,698 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,712 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,728 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,742 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,755 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,770 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,784 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,797 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,811 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,827 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,841 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,855 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:38,867 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:38,884 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,899 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,914 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,926 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:13:38,941 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,956 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,971 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:38,986 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,000 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,015 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,028 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,044 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,058 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,072 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,088 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,101 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,116 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,132 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,147 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,161 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,177 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,192 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,206 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,222 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,236 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,253 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,268 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,278 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,292 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,305 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,320 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,335 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,350 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,363 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,377 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,392 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,406 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,422 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,438 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,451 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,466 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,481 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:13:39,496 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:39,509 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,524 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,539 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:13:39,555 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,568 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,582 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,597 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,611 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,625 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,640 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,653 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,668 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,682 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,697 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,712 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,727 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,742 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,758 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,773 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,786 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,799 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:39,814 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,828 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,841 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,856 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,871 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,886 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,902 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,915 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,928 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,944 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,959 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,972 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:39,987 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,000 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,016 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,030 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,046 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,061 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,075 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,085 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,101 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,116 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,130 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,144 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,159 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,174 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,187 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,202 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,217 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,233 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,248 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,265 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,283 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,299 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,312 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,327 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,342 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,357 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,370 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,385 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,401 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,416 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,423 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,436 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,450 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,462 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-27 08:13:40,475 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,490 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,505 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,520 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,532 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,545 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,560 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,571 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,587 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,600 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,615 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,630 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,645 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,660 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,672 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,686 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,701 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:40,717 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,732 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,747 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,760 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,770 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,782 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,795 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,808 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,823 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,836 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,851 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,867 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,882 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:40,896 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,911 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,926 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,941 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,957 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,971 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:40,985 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,000 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,016 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,029 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,043 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,059 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,072 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,089 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,102 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,118 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,134 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 08:13:41,152 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 08:13:41,168 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 08:13:41,183 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 08:13:41,204 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.758
2023-07-27 08:13:41,220 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,234 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,249 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,262 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,274 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,290 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,305 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:13:41,320 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:13:41,334 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:13:41,349 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:13:41,364 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:13:41,378 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,392 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,405 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,420 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,429 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,442 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,457 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,469 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,484 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,499 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,515 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:41,530 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,546 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,561 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,576 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,589 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,605 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,617 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,633 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,648 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,661 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,675 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,689 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,703 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,718 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,733 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,748 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,762 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,775 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,787 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,802 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,814 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,827 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,842 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,857 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,871 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,884 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,897 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:41,912 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,928 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,943 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,956 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,969 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,984 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:41,999 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,014 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,028 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,043 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,057 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,072 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,087 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,103 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,118 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,133 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,148 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,162 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,178 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,193 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,209 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,222 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:13:42,237 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,252 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,268 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:13:42,281 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-27 08:13:42,297 semantic_segmentation INFO: Sample: 1079, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,313 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,328 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 08:13:42,358 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,373 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,386 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,400 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:13:42,416 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.756
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2023-07-27 08:13:42,464 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:13:42,524 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 08:13:42,539 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.753
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2023-07-27 08:13:42,597 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.753
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2023-07-27 08:13:42,733 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 08:13:42,745 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:42,758 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:13:42,773 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.754
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2023-07-27 08:13:42,932 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.754
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2023-07-27 08:13:43,004 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.753
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2023-07-27 08:13:43,459 semantic_segmentation INFO: Sample: 1160, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-27 08:13:43,473 semantic_segmentation INFO: Sample: 1161, Validation pixAcc: 0.944, mIoU: 0.753
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2023-07-27 08:13:44,754 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:13:44,767 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.753
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2023-07-27 08:13:44,824 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:13:44,838 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:13:44,853 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.752
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2023-07-27 08:13:47,600 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:13:47,614 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:13:47,631 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:14:04,444 semantic_segmentation INFO: Iters: 148810/150000 || Lr: 0.000258 || Task Loss: 0.3483 || KD Loss: 0.0466|| 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, 21:27:48 || Estimated Time: 0:33:19
2023-07-27 08:14:21,506 semantic_segmentation INFO: Iters: 148820/150000 || Lr: 0.000256 || Task Loss: 0.1831 || KD Loss: 0.0230|| 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, 21:28:05 || Estimated Time: 0:33:02
2023-07-27 08:14:38,919 semantic_segmentation INFO: Iters: 148830/150000 || Lr: 0.000254 || Task Loss: 0.2667 || KD Loss: 0.0414|| 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, 21:28:23 || Estimated Time: 0:32:46
2023-07-27 08:14:55,889 semantic_segmentation INFO: Iters: 148840/150000 || Lr: 0.000252 || Task Loss: 0.2964 || KD Loss: 0.0359|| 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, 21:28:40 || Estimated Time: 0:32:29
2023-07-27 08:15:16,237 semantic_segmentation INFO: Iters: 148850/150000 || Lr: 0.000250 || Task Loss: 0.2911 || KD Loss: 0.0388|| 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, 21:29:00 || Estimated Time: 0:32:12
2023-07-27 08:15:33,624 semantic_segmentation INFO: Iters: 148860/150000 || Lr: 0.000248 || Task Loss: 0.2274 || KD Loss: 0.0415|| 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, 21:29:18 || Estimated Time: 0:31:55
2023-07-27 08:15:50,602 semantic_segmentation INFO: Iters: 148870/150000 || Lr: 0.000246 || Task Loss: 0.3018 || KD Loss: 0.0663|| 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, 21:29:35 || Estimated Time: 0:31:38
2023-07-27 08:16:07,631 semantic_segmentation INFO: Iters: 148880/150000 || Lr: 0.000244 || Task Loss: 0.2258 || KD Loss: 0.0234|| 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, 21:29:52 || Estimated Time: 0:31:22
2023-07-27 08:16:24,679 semantic_segmentation INFO: Iters: 148890/150000 || Lr: 0.000242 || Task Loss: 0.2234 || KD Loss: 0.0305|| 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, 21:30:09 || Estimated Time: 0:31:05
2023-07-27 08:16:41,608 semantic_segmentation INFO: Iters: 148900/150000 || Lr: 0.000240 || Task Loss: 0.3035 || KD Loss: 0.0319|| 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, 21:30:26 || Estimated Time: 0:30:48
2023-07-27 08:16:58,657 semantic_segmentation INFO: Iters: 148910/150000 || Lr: 0.000238 || Task Loss: 0.3452 || KD Loss: 0.0413|| 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, 21:30:43 || Estimated Time: 0:30:31
2023-07-27 08:17:15,662 semantic_segmentation INFO: Iters: 148920/150000 || Lr: 0.000236 || Task Loss: 0.2119 || KD Loss: 0.0263|| 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, 21:31:00 || Estimated Time: 0:30:14
2023-07-27 08:17:32,646 semantic_segmentation INFO: Iters: 148930/150000 || Lr: 0.000234 || Task Loss: 0.3277 || KD Loss: 0.0327|| 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, 21:31:17 || Estimated Time: 0:29:58
2023-07-27 08:17:50,089 semantic_segmentation INFO: Iters: 148940/150000 || Lr: 0.000232 || Task Loss: 0.3528 || KD Loss: 0.0293|| 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, 21:31:34 || Estimated Time: 0:29:41
2023-07-27 08:18:07,014 semantic_segmentation INFO: Iters: 148950/150000 || Lr: 0.000230 || Task Loss: 0.2945 || KD Loss: 0.0361|| 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, 21:31:51 || Estimated Time: 0:29:24
2023-07-27 08:18:24,003 semantic_segmentation INFO: Iters: 148960/150000 || Lr: 0.000228 || Task Loss: 0.3095 || KD Loss: 0.0295|| 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, 21:32:08 || Estimated Time: 0:29:07
2023-07-27 08:18:41,379 semantic_segmentation INFO: Iters: 148970/150000 || Lr: 0.000226 || Task Loss: 0.1823 || KD Loss: 0.0238|| 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, 21:32:25 || Estimated Time: 0:28:50
2023-07-27 08:18:58,238 semantic_segmentation INFO: Iters: 148980/150000 || Lr: 0.000224 || Task Loss: 0.2193 || KD Loss: 0.0384|| 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, 21:32:42 || Estimated Time: 0:28:34
2023-07-27 08:19:15,585 semantic_segmentation INFO: Iters: 148990/150000 || Lr: 0.000222 || Task Loss: 0.3140 || KD Loss: 0.0892|| 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, 21:33:00 || Estimated Time: 0:28:17
2023-07-27 08:19:32,490 semantic_segmentation INFO: Iters: 149000/150000 || Lr: 0.000220 || Task Loss: 0.2935 || KD Loss: 0.0326|| 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, 21:33:16 || Estimated Time: 0:28:00
2023-07-27 08:19:49,440 semantic_segmentation INFO: Iters: 149010/150000 || Lr: 0.000218 || Task Loss: 0.2092 || KD Loss: 0.0274|| 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, 21:33:33 || Estimated Time: 0:27:43
2023-07-27 08:20:06,420 semantic_segmentation INFO: Iters: 149020/150000 || Lr: 0.000216 || Task Loss: 0.2429 || KD Loss: 0.0236|| 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, 21:33:50 || Estimated Time: 0:27:26
2023-07-27 08:20:23,388 semantic_segmentation INFO: Iters: 149030/150000 || Lr: 0.000214 || Task Loss: 0.1923 || KD Loss: 0.0288|| 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, 21:34:07 || Estimated Time: 0:27:10
2023-07-27 08:20:40,401 semantic_segmentation INFO: Iters: 149040/150000 || Lr: 0.000212 || Task Loss: 0.2451 || KD Loss: 0.0375|| 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, 21:34:24 || Estimated Time: 0:26:53
2023-07-27 08:20:57,353 semantic_segmentation INFO: Iters: 149050/150000 || Lr: 0.000210 || Task Loss: 0.1980 || KD Loss: 0.0196|| 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, 21:34:41 || Estimated Time: 0:26:36
2023-07-27 08:21:14,340 semantic_segmentation INFO: Iters: 149060/150000 || Lr: 0.000208 || Task Loss: 0.2384 || KD Loss: 0.0361|| 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, 21:34:58 || Estimated Time: 0:26:19
2023-07-27 08:21:31,279 semantic_segmentation INFO: Iters: 149070/150000 || Lr: 0.000206 || Task Loss: 0.1999 || KD Loss: 0.0352|| 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, 21:35:15 || Estimated Time: 0:26:02
2023-07-27 08:21:48,278 semantic_segmentation INFO: Iters: 149080/150000 || Lr: 0.000204 || Task Loss: 0.1648 || KD Loss: 0.0237|| 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, 21:35:32 || Estimated Time: 0:25:46
2023-07-27 08:22:05,311 semantic_segmentation INFO: Iters: 149090/150000 || Lr: 0.000202 || Task Loss: 0.2124 || KD Loss: 0.0302|| 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, 21:35:49 || Estimated Time: 0:25:29
2023-07-27 08:22:22,261 semantic_segmentation INFO: Iters: 149100/150000 || Lr: 0.000200 || Task Loss: 0.1818 || KD Loss: 0.0244|| 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, 21:36:06 || Estimated Time: 0:25:12
2023-07-27 08:22:39,193 semantic_segmentation INFO: Iters: 149110/150000 || Lr: 0.000198 || Task Loss: 0.3000 || KD Loss: 0.0574|| 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, 21:36:23 || Estimated Time: 0:24:55
2023-07-27 08:22:56,176 semantic_segmentation INFO: Iters: 149120/150000 || Lr: 0.000196 || Task Loss: 0.1989 || KD Loss: 0.0316|| 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, 21:36:40 || Estimated Time: 0:24:38
2023-07-27 08:23:13,058 semantic_segmentation INFO: Iters: 149130/150000 || Lr: 0.000194 || Task Loss: 0.2582 || KD Loss: 0.0519|| 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, 21:36:57 || Estimated Time: 0:24:22
2023-07-27 08:23:30,031 semantic_segmentation INFO: Iters: 149140/150000 || Lr: 0.000192 || Task Loss: 0.4104 || KD Loss: 0.0390|| 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, 21:37:14 || Estimated Time: 0:24:05
2023-07-27 08:23:46,965 semantic_segmentation INFO: Iters: 149150/150000 || Lr: 0.000190 || Task Loss: 0.2334 || KD Loss: 0.0267|| 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, 21:37:31 || Estimated Time: 0:23:48
2023-07-27 08:24:03,995 semantic_segmentation INFO: Iters: 149160/150000 || Lr: 0.000188 || Task Loss: 0.2310 || KD Loss: 0.0265|| 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, 21:37:48 || Estimated Time: 0:23:31
2023-07-27 08:24:20,970 semantic_segmentation INFO: Iters: 149170/150000 || Lr: 0.000186 || Task Loss: 0.2146 || KD Loss: 0.0257|| 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, 21:38:05 || Estimated Time: 0:23:14
2023-07-27 08:24:37,967 semantic_segmentation INFO: Iters: 149180/150000 || Lr: 0.000184 || Task Loss: 0.2739 || KD Loss: 0.0471|| 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, 21:38:22 || Estimated Time: 0:22:58
2023-07-27 08:24:54,949 semantic_segmentation INFO: Iters: 149190/150000 || Lr: 0.000182 || Task Loss: 0.2020 || KD Loss: 0.0279|| 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, 21:38:39 || Estimated Time: 0:22:41
2023-07-27 08:25:11,983 semantic_segmentation INFO: Iters: 149200/150000 || Lr: 0.000180 || Task Loss: 0.2469 || KD Loss: 0.0247|| 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, 21:38:56 || Estimated Time: 0:22:24
2023-07-27 08:25:28,980 semantic_segmentation INFO: Iters: 149210/150000 || Lr: 0.000178 || Task Loss: 0.2432 || KD Loss: 0.0245|| 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, 21:39:13 || Estimated Time: 0:22:07
2023-07-27 08:25:46,124 semantic_segmentation INFO: Iters: 149220/150000 || Lr: 0.000176 || Task Loss: 0.3807 || KD Loss: 0.0340|| 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, 21:39:30 || Estimated Time: 0:21:50
2023-07-27 08:26:03,162 semantic_segmentation INFO: Iters: 149230/150000 || Lr: 0.000174 || Task Loss: 0.3824 || KD Loss: 0.0688|| 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, 21:39:47 || Estimated Time: 0:21:34
2023-07-27 08:26:20,172 semantic_segmentation INFO: Iters: 149240/150000 || Lr: 0.000172 || Task Loss: 0.2319 || KD Loss: 0.0372|| 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, 21:40:04 || Estimated Time: 0:21:17
2023-07-27 08:26:37,288 semantic_segmentation INFO: Iters: 149250/150000 || Lr: 0.000170 || Task Loss: 0.1986 || KD Loss: 0.0263|| 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, 21:40:21 || Estimated Time: 0:21:00
2023-07-27 08:26:54,189 semantic_segmentation INFO: Iters: 149260/150000 || Lr: 0.000168 || Task Loss: 0.2289 || KD Loss: 0.0374|| 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, 21:40:38 || Estimated Time: 0:20:43
2023-07-27 08:27:11,232 semantic_segmentation INFO: Iters: 149270/150000 || Lr: 0.000166 || Task Loss: 0.2176 || KD Loss: 0.0267|| 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, 21:40:55 || Estimated Time: 0:20:26
2023-07-27 08:27:28,294 semantic_segmentation INFO: Iters: 149280/150000 || Lr: 0.000164 || Task Loss: 0.2395 || KD Loss: 0.0277|| 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, 21:41:12 || Estimated Time: 0:20:09
2023-07-27 08:27:45,358 semantic_segmentation INFO: Iters: 149290/150000 || Lr: 0.000162 || Task Loss: 0.2365 || KD Loss: 0.0304|| 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, 21:41:29 || Estimated Time: 0:19:53
2023-07-27 08:28:02,300 semantic_segmentation INFO: Iters: 149300/150000 || Lr: 0.000160 || Task Loss: 0.2987 || KD Loss: 0.0365|| 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, 21:41:46 || Estimated Time: 0:19:36
2023-07-27 08:28:19,820 semantic_segmentation INFO: Iters: 149310/150000 || Lr: 0.000158 || Task Loss: 0.2281 || KD Loss: 0.0278|| 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, 21:42:04 || Estimated Time: 0:19:19
2023-07-27 08:28:36,776 semantic_segmentation INFO: Iters: 149320/150000 || Lr: 0.000156 || Task Loss: 0.1707 || KD Loss: 0.0211|| 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, 21:42:21 || Estimated Time: 0:19:02
2023-07-27 08:28:53,698 semantic_segmentation INFO: Iters: 149330/150000 || Lr: 0.000154 || Task Loss: 0.3032 || KD Loss: 0.0354|| 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, 21:42:38 || Estimated Time: 0:18:45
2023-07-27 08:29:10,732 semantic_segmentation INFO: Iters: 149340/150000 || Lr: 0.000152 || Task Loss: 0.2589 || KD Loss: 0.0493|| 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, 21:42:55 || Estimated Time: 0:18:29
2023-07-27 08:29:27,724 semantic_segmentation INFO: Iters: 149350/150000 || Lr: 0.000150 || Task Loss: 0.2251 || KD Loss: 0.0303|| 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, 21:43:12 || Estimated Time: 0:18:12
2023-07-27 08:29:44,644 semantic_segmentation INFO: Iters: 149360/150000 || Lr: 0.000147 || Task Loss: 0.2333 || KD Loss: 0.0448|| 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, 21:43:29 || Estimated Time: 0:17:55
2023-07-27 08:30:01,575 semantic_segmentation INFO: Iters: 149370/150000 || Lr: 0.000145 || Task Loss: 0.2564 || KD Loss: 0.0385|| 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, 21:43:46 || Estimated Time: 0:17:38
2023-07-27 08:30:18,572 semantic_segmentation INFO: Iters: 149380/150000 || Lr: 0.000143 || Task Loss: 0.1773 || KD Loss: 0.0230|| 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, 21:44:03 || Estimated Time: 0:17:21
2023-07-27 08:30:35,555 semantic_segmentation INFO: Iters: 149390/150000 || Lr: 0.000141 || Task Loss: 0.3109 || KD Loss: 0.0577|| 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, 21:44:20 || Estimated Time: 0:17:05
2023-07-27 08:30:52,543 semantic_segmentation INFO: Iters: 149400/150000 || Lr: 0.000139 || Task Loss: 0.2645 || KD Loss: 0.0429|| 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, 21:44:37 || Estimated Time: 0:16:48
2023-07-27 08:31:09,610 semantic_segmentation INFO: Iters: 149410/150000 || Lr: 0.000137 || Task Loss: 0.2112 || KD Loss: 0.0241|| 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, 21:44:54 || Estimated Time: 0:16:31
2023-07-27 08:31:26,679 semantic_segmentation INFO: Iters: 149420/150000 || Lr: 0.000135 || Task Loss: 0.2922 || KD Loss: 0.0317|| 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, 21:45:11 || Estimated Time: 0:16:14
2023-07-27 08:31:43,728 semantic_segmentation INFO: Iters: 149430/150000 || Lr: 0.000133 || Task Loss: 0.2155 || KD Loss: 0.0446|| 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, 21:45:28 || Estimated Time: 0:15:57
2023-07-27 08:32:00,624 semantic_segmentation INFO: Iters: 149440/150000 || Lr: 0.000131 || Task Loss: 0.3314 || KD Loss: 0.0394|| 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, 21:45:45 || Estimated Time: 0:15:41
2023-07-27 08:32:17,791 semantic_segmentation INFO: Iters: 149450/150000 || Lr: 0.000129 || Task Loss: 0.2264 || KD Loss: 0.0275|| 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, 21:46:02 || Estimated Time: 0:15:24
2023-07-27 08:32:34,831 semantic_segmentation INFO: Iters: 149460/150000 || Lr: 0.000127 || Task Loss: 0.2280 || KD Loss: 0.0405|| 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, 21:46:19 || Estimated Time: 0:15:07
2023-07-27 08:32:51,749 semantic_segmentation INFO: Iters: 149470/150000 || Lr: 0.000124 || Task Loss: 0.2568 || KD Loss: 0.0389|| 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, 21:46:36 || Estimated Time: 0:14:50
2023-07-27 08:33:09,138 semantic_segmentation INFO: Iters: 149480/150000 || Lr: 0.000122 || Task Loss: 0.2615 || KD Loss: 0.0401|| 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, 21:46:53 || Estimated Time: 0:14:33
2023-07-27 08:33:26,142 semantic_segmentation INFO: Iters: 149490/150000 || Lr: 0.000120 || Task Loss: 0.2838 || KD Loss: 0.0339|| 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, 21:47:10 || Estimated Time: 0:14:17
2023-07-27 08:33:43,403 semantic_segmentation INFO: Iters: 149500/150000 || Lr: 0.000118 || Task Loss: 0.1974 || KD Loss: 0.0366|| 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, 21:47:27 || Estimated Time: 0:14:00
2023-07-27 08:34:00,348 semantic_segmentation INFO: Iters: 149510/150000 || Lr: 0.000116 || Task Loss: 0.3636 || KD Loss: 0.0368|| 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, 21:47:44 || Estimated Time: 0:13:43
2023-07-27 08:34:17,395 semantic_segmentation INFO: Iters: 149520/150000 || Lr: 0.000114 || Task Loss: 0.2675 || KD Loss: 0.0409|| 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, 21:48:01 || Estimated Time: 0:13:26
2023-07-27 08:34:34,265 semantic_segmentation INFO: Iters: 149530/150000 || Lr: 0.000112 || Task Loss: 0.3139 || 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, 21:48:18 || Estimated Time: 0:13:09
2023-07-27 08:34:51,295 semantic_segmentation INFO: Iters: 149540/150000 || Lr: 0.000110 || Task Loss: 0.2615 || KD Loss: 0.0359|| 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, 21:48:35 || Estimated Time: 0:12:53
2023-07-27 08:35:08,331 semantic_segmentation INFO: Iters: 149550/150000 || Lr: 0.000107 || Task Loss: 0.1879 || KD Loss: 0.0344|| 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, 21:48:52 || Estimated Time: 0:12:36
2023-07-27 08:35:25,330 semantic_segmentation INFO: Iters: 149560/150000 || Lr: 0.000105 || Task Loss: 0.3078 || 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, 21:49:09 || Estimated Time: 0:12:19
2023-07-27 08:35:42,798 semantic_segmentation INFO: Iters: 149570/150000 || Lr: 0.000103 || Task Loss: 0.3176 || KD Loss: 0.0289|| 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, 21:49:27 || Estimated Time: 0:12:02
2023-07-27 08:35:59,824 semantic_segmentation INFO: Iters: 149580/150000 || Lr: 0.000101 || Task Loss: 0.2221 || KD Loss: 0.0354|| 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, 21:49:44 || Estimated Time: 0:11:45
2023-07-27 08:36:16,754 semantic_segmentation INFO: Iters: 149590/150000 || Lr: 0.000099 || Task Loss: 0.3558 || KD Loss: 0.0464|| 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, 21:50:01 || Estimated Time: 0:11:29
2023-07-27 08:36:33,724 semantic_segmentation INFO: Iters: 149600/150000 || Lr: 0.000097 || Task Loss: 0.3190 || KD Loss: 0.0318|| 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, 21:50:18 || Estimated Time: 0:11:12
2023-07-27 08:36:33,834 semantic_segmentation INFO: Start validation, Total sample: 1449
2023-07-27 08:36:34,285 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.980, mIoU: 0.091
2023-07-27 08:36:34,299 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.136
2023-07-27 08:36:34,312 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.170
2023-07-27 08:36:34,325 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.979, mIoU: 0.171
2023-07-27 08:36:34,338 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.244
2023-07-27 08:36:34,350 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.285
2023-07-27 08:36:34,364 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.330
2023-07-27 08:36:34,377 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.336
2023-07-27 08:36:34,390 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.376
2023-07-27 08:36:34,404 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.422
2023-07-27 08:36:34,420 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.463
2023-07-27 08:36:34,436 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.509
2023-07-27 08:36:34,449 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.507
2023-07-27 08:36:34,463 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.489
2023-07-27 08:36:34,478 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.486
2023-07-27 08:36:34,490 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.482
2023-07-27 08:36:34,501 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.472
2023-07-27 08:36:34,514 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.472
2023-07-27 08:36:34,528 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.470
2023-07-27 08:36:34,543 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.530
2023-07-27 08:36:34,557 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.532
2023-07-27 08:36:34,572 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.538
2023-07-27 08:36:34,586 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.571
2023-07-27 08:36:34,602 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.572
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2023-07-27 08:36:34,656 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.582
2023-07-27 08:36:34,671 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.570
2023-07-27 08:36:34,685 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.571
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2023-07-27 08:36:34,728 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-27 08:36:34,742 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.578
2023-07-27 08:36:34,756 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.623
2023-07-27 08:36:34,771 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.623
2023-07-27 08:36:34,784 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.954, mIoU: 0.623
2023-07-27 08:36:34,796 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.955, mIoU: 0.669
2023-07-27 08:36:34,813 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.956, mIoU: 0.670
2023-07-27 08:36:34,826 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.955, mIoU: 0.668
2023-07-27 08:36:34,840 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.954, mIoU: 0.685
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2023-07-27 08:36:34,870 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.681
2023-07-27 08:36:34,884 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.954, mIoU: 0.681
2023-07-27 08:36:34,899 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.954, mIoU: 0.692
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2023-07-27 08:36:34,928 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-27 08:36:34,941 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.955, mIoU: 0.698
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2023-07-27 08:36:34,972 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.692
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2023-07-27 08:36:35,004 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.955, mIoU: 0.692
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2023-07-27 08:36:35,127 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.729
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2023-07-27 08:36:35,586 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.777
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2023-07-27 08:36:36,075 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.950, mIoU: 0.768
2023-07-27 08:36:36,084 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.950, mIoU: 0.770
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2023-07-27 08:36:36,111 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.949, mIoU: 0.760
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2023-07-27 08:36:36,133 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.949, mIoU: 0.766
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2023-07-27 08:36:36,162 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.950, mIoU: 0.767
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2023-07-27 08:36:36,231 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.763
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2023-07-27 08:36:40,857 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.940, mIoU: 0.747
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2023-07-27 08:36:41,938 semantic_segmentation INFO: Sample: 528, Validation pixAcc: 0.941, mIoU: 0.751
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2023-07-27 08:36:43,153 semantic_segmentation INFO: Sample: 612, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,167 semantic_segmentation INFO: Sample: 613, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,181 semantic_segmentation INFO: Sample: 614, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,195 semantic_segmentation INFO: Sample: 615, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,210 semantic_segmentation INFO: Sample: 616, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,226 semantic_segmentation INFO: Sample: 617, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,241 semantic_segmentation INFO: Sample: 618, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,254 semantic_segmentation INFO: Sample: 619, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,270 semantic_segmentation INFO: Sample: 620, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,284 semantic_segmentation INFO: Sample: 621, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,300 semantic_segmentation INFO: Sample: 622, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,315 semantic_segmentation INFO: Sample: 623, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,331 semantic_segmentation INFO: Sample: 624, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,346 semantic_segmentation INFO: Sample: 625, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,361 semantic_segmentation INFO: Sample: 626, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,376 semantic_segmentation INFO: Sample: 627, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:43,390 semantic_segmentation INFO: Sample: 628, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:43,405 semantic_segmentation INFO: Sample: 629, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 08:36:43,419 semantic_segmentation INFO: Sample: 630, Validation pixAcc: 0.943, mIoU: 0.759
2023-07-27 08:36:43,433 semantic_segmentation INFO: Sample: 631, Validation pixAcc: 0.943, mIoU: 0.760
2023-07-27 08:36:43,451 semantic_segmentation INFO: Sample: 632, Validation pixAcc: 0.943, mIoU: 0.760
2023-07-27 08:36:43,465 semantic_segmentation INFO: Sample: 633, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:43,480 semantic_segmentation INFO: Sample: 634, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:43,490 semantic_segmentation INFO: Sample: 635, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:43,503 semantic_segmentation INFO: Sample: 636, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,517 semantic_segmentation INFO: Sample: 637, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,530 semantic_segmentation INFO: Sample: 638, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,545 semantic_segmentation INFO: Sample: 639, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,559 semantic_segmentation INFO: Sample: 640, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,572 semantic_segmentation INFO: Sample: 641, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,586 semantic_segmentation INFO: Sample: 642, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:43,602 semantic_segmentation INFO: Sample: 643, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,617 semantic_segmentation INFO: Sample: 644, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,632 semantic_segmentation INFO: Sample: 645, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,645 semantic_segmentation INFO: Sample: 646, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,659 semantic_segmentation INFO: Sample: 647, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,672 semantic_segmentation INFO: Sample: 648, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,686 semantic_segmentation INFO: Sample: 649, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,701 semantic_segmentation INFO: Sample: 650, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:43,716 semantic_segmentation INFO: Sample: 651, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:43,731 semantic_segmentation INFO: Sample: 652, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:43,745 semantic_segmentation INFO: Sample: 653, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:36:43,760 semantic_segmentation INFO: Sample: 654, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:36:43,773 semantic_segmentation INFO: Sample: 655, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:36:43,788 semantic_segmentation INFO: Sample: 656, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-27 08:36:43,803 semantic_segmentation INFO: Sample: 657, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,815 semantic_segmentation INFO: Sample: 658, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,828 semantic_segmentation INFO: Sample: 659, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,842 semantic_segmentation INFO: Sample: 660, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-27 08:36:43,858 semantic_segmentation INFO: Sample: 661, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,873 semantic_segmentation INFO: Sample: 662, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,886 semantic_segmentation INFO: Sample: 663, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,900 semantic_segmentation INFO: Sample: 664, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,916 semantic_segmentation INFO: Sample: 665, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,931 semantic_segmentation INFO: Sample: 666, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,945 semantic_segmentation INFO: Sample: 667, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,958 semantic_segmentation INFO: Sample: 668, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,966 semantic_segmentation INFO: Sample: 669, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,981 semantic_segmentation INFO: Sample: 670, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-27 08:36:43,996 semantic_segmentation INFO: Sample: 671, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,011 semantic_segmentation INFO: Sample: 672, Validation pixAcc: 0.942, mIoU: 0.755
2023-07-27 08:36:44,028 semantic_segmentation INFO: Sample: 673, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,044 semantic_segmentation INFO: Sample: 674, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,059 semantic_segmentation INFO: Sample: 675, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,076 semantic_segmentation INFO: Sample: 676, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,091 semantic_segmentation INFO: Sample: 677, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,104 semantic_segmentation INFO: Sample: 678, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,119 semantic_segmentation INFO: Sample: 679, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,133 semantic_segmentation INFO: Sample: 680, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,149 semantic_segmentation INFO: Sample: 681, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,164 semantic_segmentation INFO: Sample: 682, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,176 semantic_segmentation INFO: Sample: 683, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,190 semantic_segmentation INFO: Sample: 684, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:44,203 semantic_segmentation INFO: Sample: 685, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:44,217 semantic_segmentation INFO: Sample: 686, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:44,231 semantic_segmentation INFO: Sample: 687, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:44,244 semantic_segmentation INFO: Sample: 688, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:44,258 semantic_segmentation INFO: Sample: 689, Validation pixAcc: 0.943, mIoU: 0.757
2023-07-27 08:36:44,272 semantic_segmentation INFO: Sample: 690, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:44,289 semantic_segmentation INFO: Sample: 691, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:44,301 semantic_segmentation INFO: Sample: 692, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:44,315 semantic_segmentation INFO: Sample: 693, Validation pixAcc: 0.943, mIoU: 0.758
2023-07-27 08:36:44,328 semantic_segmentation INFO: Sample: 694, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,340 semantic_segmentation INFO: Sample: 695, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,355 semantic_segmentation INFO: Sample: 696, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,370 semantic_segmentation INFO: Sample: 697, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,385 semantic_segmentation INFO: Sample: 698, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,400 semantic_segmentation INFO: Sample: 699, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,415 semantic_segmentation INFO: Sample: 700, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,430 semantic_segmentation INFO: Sample: 701, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,443 semantic_segmentation INFO: Sample: 702, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,459 semantic_segmentation INFO: Sample: 703, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,474 semantic_segmentation INFO: Sample: 704, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,490 semantic_segmentation INFO: Sample: 705, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,506 semantic_segmentation INFO: Sample: 706, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,521 semantic_segmentation INFO: Sample: 707, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:44,536 semantic_segmentation INFO: Sample: 708, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:44,549 semantic_segmentation INFO: Sample: 709, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:44,566 semantic_segmentation INFO: Sample: 710, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:44,580 semantic_segmentation INFO: Sample: 711, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,595 semantic_segmentation INFO: Sample: 712, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,611 semantic_segmentation INFO: Sample: 713, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,624 semantic_segmentation INFO: Sample: 714, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,637 semantic_segmentation INFO: Sample: 715, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,652 semantic_segmentation INFO: Sample: 716, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,667 semantic_segmentation INFO: Sample: 717, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,682 semantic_segmentation INFO: Sample: 718, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,698 semantic_segmentation INFO: Sample: 719, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,713 semantic_segmentation INFO: Sample: 720, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,726 semantic_segmentation INFO: Sample: 721, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:44,740 semantic_segmentation INFO: Sample: 722, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:44,754 semantic_segmentation INFO: Sample: 723, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,768 semantic_segmentation INFO: Sample: 724, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,783 semantic_segmentation INFO: Sample: 725, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,798 semantic_segmentation INFO: Sample: 726, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,815 semantic_segmentation INFO: Sample: 727, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,828 semantic_segmentation INFO: Sample: 728, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,844 semantic_segmentation INFO: Sample: 729, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:44,861 semantic_segmentation INFO: Sample: 730, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,874 semantic_segmentation INFO: Sample: 731, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,888 semantic_segmentation INFO: Sample: 732, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,904 semantic_segmentation INFO: Sample: 733, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:44,920 semantic_segmentation INFO: Sample: 734, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:44,935 semantic_segmentation INFO: Sample: 735, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:44,951 semantic_segmentation INFO: Sample: 736, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:44,963 semantic_segmentation INFO: Sample: 737, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,976 semantic_segmentation INFO: Sample: 738, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:44,991 semantic_segmentation INFO: Sample: 739, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,004 semantic_segmentation INFO: Sample: 740, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,019 semantic_segmentation INFO: Sample: 741, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,036 semantic_segmentation INFO: Sample: 742, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,050 semantic_segmentation INFO: Sample: 743, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,065 semantic_segmentation INFO: Sample: 744, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,078 semantic_segmentation INFO: Sample: 745, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,093 semantic_segmentation INFO: Sample: 746, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,108 semantic_segmentation INFO: Sample: 747, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,121 semantic_segmentation INFO: Sample: 748, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,134 semantic_segmentation INFO: Sample: 749, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,149 semantic_segmentation INFO: Sample: 750, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,164 semantic_segmentation INFO: Sample: 751, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,177 semantic_segmentation INFO: Sample: 752, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,192 semantic_segmentation INFO: Sample: 753, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,207 semantic_segmentation INFO: Sample: 754, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,220 semantic_segmentation INFO: Sample: 755, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,233 semantic_segmentation INFO: Sample: 756, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,248 semantic_segmentation INFO: Sample: 757, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,264 semantic_segmentation INFO: Sample: 758, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,281 semantic_segmentation INFO: Sample: 759, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,294 semantic_segmentation INFO: Sample: 760, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,308 semantic_segmentation INFO: Sample: 761, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,322 semantic_segmentation INFO: Sample: 762, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,338 semantic_segmentation INFO: Sample: 763, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,351 semantic_segmentation INFO: Sample: 764, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,364 semantic_segmentation INFO: Sample: 765, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,379 semantic_segmentation INFO: Sample: 766, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,394 semantic_segmentation INFO: Sample: 767, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,407 semantic_segmentation INFO: Sample: 768, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,422 semantic_segmentation INFO: Sample: 769, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,438 semantic_segmentation INFO: Sample: 770, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:45,453 semantic_segmentation INFO: Sample: 771, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,469 semantic_segmentation INFO: Sample: 772, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,482 semantic_segmentation INFO: Sample: 773, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,495 semantic_segmentation INFO: Sample: 774, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,509 semantic_segmentation INFO: Sample: 775, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,523 semantic_segmentation INFO: Sample: 776, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:45,536 semantic_segmentation INFO: Sample: 777, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,549 semantic_segmentation INFO: Sample: 778, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:45,565 semantic_segmentation INFO: Sample: 779, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,581 semantic_segmentation INFO: Sample: 780, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,596 semantic_segmentation INFO: Sample: 781, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:45,611 semantic_segmentation INFO: Sample: 782, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,626 semantic_segmentation INFO: Sample: 783, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,642 semantic_segmentation INFO: Sample: 784, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,659 semantic_segmentation INFO: Sample: 785, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,672 semantic_segmentation INFO: Sample: 786, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,685 semantic_segmentation INFO: Sample: 787, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,700 semantic_segmentation INFO: Sample: 788, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,715 semantic_segmentation INFO: Sample: 789, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,731 semantic_segmentation INFO: Sample: 790, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,746 semantic_segmentation INFO: Sample: 791, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,759 semantic_segmentation INFO: Sample: 792, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:45,772 semantic_segmentation INFO: Sample: 793, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:45,784 semantic_segmentation INFO: Sample: 794, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:45,800 semantic_segmentation INFO: Sample: 795, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:45,816 semantic_segmentation INFO: Sample: 796, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:45,831 semantic_segmentation INFO: Sample: 797, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:45,845 semantic_segmentation INFO: Sample: 798, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:45,857 semantic_segmentation INFO: Sample: 799, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:45,871 semantic_segmentation INFO: Sample: 800, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:45,886 semantic_segmentation INFO: Sample: 801, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:45,902 semantic_segmentation INFO: Sample: 802, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:45,915 semantic_segmentation INFO: Sample: 803, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:45,930 semantic_segmentation INFO: Sample: 804, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:45,944 semantic_segmentation INFO: Sample: 805, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:45,960 semantic_segmentation INFO: Sample: 806, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:45,973 semantic_segmentation INFO: Sample: 807, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:45,988 semantic_segmentation INFO: Sample: 808, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:46,002 semantic_segmentation INFO: Sample: 809, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:46,017 semantic_segmentation INFO: Sample: 810, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:46,033 semantic_segmentation INFO: Sample: 811, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:46,046 semantic_segmentation INFO: Sample: 812, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:46,062 semantic_segmentation INFO: Sample: 813, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,077 semantic_segmentation INFO: Sample: 814, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,091 semantic_segmentation INFO: Sample: 815, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,106 semantic_segmentation INFO: Sample: 816, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,121 semantic_segmentation INFO: Sample: 817, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,137 semantic_segmentation INFO: Sample: 818, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,152 semantic_segmentation INFO: Sample: 819, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,166 semantic_segmentation INFO: Sample: 820, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,180 semantic_segmentation INFO: Sample: 821, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,195 semantic_segmentation INFO: Sample: 822, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,208 semantic_segmentation INFO: Sample: 823, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,221 semantic_segmentation INFO: Sample: 824, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,234 semantic_segmentation INFO: Sample: 825, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,250 semantic_segmentation INFO: Sample: 826, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,264 semantic_segmentation INFO: Sample: 827, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,281 semantic_segmentation INFO: Sample: 828, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,297 semantic_segmentation INFO: Sample: 829, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,308 semantic_segmentation INFO: Sample: 830, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,323 semantic_segmentation INFO: Sample: 831, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,340 semantic_segmentation INFO: Sample: 832, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,355 semantic_segmentation INFO: Sample: 833, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,368 semantic_segmentation INFO: Sample: 834, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,384 semantic_segmentation INFO: Sample: 835, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,399 semantic_segmentation INFO: Sample: 836, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,412 semantic_segmentation INFO: Sample: 837, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,427 semantic_segmentation INFO: Sample: 838, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,443 semantic_segmentation INFO: Sample: 839, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,457 semantic_segmentation INFO: Sample: 840, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,470 semantic_segmentation INFO: Sample: 841, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,482 semantic_segmentation INFO: Sample: 842, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,498 semantic_segmentation INFO: Sample: 843, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,513 semantic_segmentation INFO: Sample: 844, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,528 semantic_segmentation INFO: Sample: 845, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,541 semantic_segmentation INFO: Sample: 846, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,555 semantic_segmentation INFO: Sample: 847, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:46,570 semantic_segmentation INFO: Sample: 848, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,585 semantic_segmentation INFO: Sample: 849, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,600 semantic_segmentation INFO: Sample: 850, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,614 semantic_segmentation INFO: Sample: 851, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,629 semantic_segmentation INFO: Sample: 852, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,643 semantic_segmentation INFO: Sample: 853, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:46,658 semantic_segmentation INFO: Sample: 854, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,671 semantic_segmentation INFO: Sample: 855, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,684 semantic_segmentation INFO: Sample: 856, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,699 semantic_segmentation INFO: Sample: 857, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,713 semantic_segmentation INFO: Sample: 858, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,728 semantic_segmentation INFO: Sample: 859, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:46,743 semantic_segmentation INFO: Sample: 860, Validation pixAcc: 0.944, mIoU: 0.760
2023-07-27 08:36:46,758 semantic_segmentation INFO: Sample: 861, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:46,773 semantic_segmentation INFO: Sample: 862, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:46,788 semantic_segmentation INFO: Sample: 863, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,802 semantic_segmentation INFO: Sample: 864, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,816 semantic_segmentation INFO: Sample: 865, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,832 semantic_segmentation INFO: Sample: 866, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,847 semantic_segmentation INFO: Sample: 867, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,862 semantic_segmentation INFO: Sample: 868, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:46,878 semantic_segmentation INFO: Sample: 869, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,888 semantic_segmentation INFO: Sample: 870, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,902 semantic_segmentation INFO: Sample: 871, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,915 semantic_segmentation INFO: Sample: 872, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,930 semantic_segmentation INFO: Sample: 873, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,945 semantic_segmentation INFO: Sample: 874, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,961 semantic_segmentation INFO: Sample: 875, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:46,974 semantic_segmentation INFO: Sample: 876, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:46,990 semantic_segmentation INFO: Sample: 877, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,005 semantic_segmentation INFO: Sample: 878, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:47,019 semantic_segmentation INFO: Sample: 879, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:47,035 semantic_segmentation INFO: Sample: 880, Validation pixAcc: 0.944, mIoU: 0.759
2023-07-27 08:36:47,051 semantic_segmentation INFO: Sample: 881, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,064 semantic_segmentation INFO: Sample: 882, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,080 semantic_segmentation INFO: Sample: 883, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,095 semantic_segmentation INFO: Sample: 884, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,110 semantic_segmentation INFO: Sample: 885, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,124 semantic_segmentation INFO: Sample: 886, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:47,140 semantic_segmentation INFO: Sample: 887, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:47,155 semantic_segmentation INFO: Sample: 888, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,171 semantic_segmentation INFO: Sample: 889, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,184 semantic_segmentation INFO: Sample: 890, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,199 semantic_segmentation INFO: Sample: 891, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,214 semantic_segmentation INFO: Sample: 892, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,227 semantic_segmentation INFO: Sample: 893, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,242 semantic_segmentation INFO: Sample: 894, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,257 semantic_segmentation INFO: Sample: 895, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,270 semantic_segmentation INFO: Sample: 896, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,284 semantic_segmentation INFO: Sample: 897, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,298 semantic_segmentation INFO: Sample: 898, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,312 semantic_segmentation INFO: Sample: 899, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,327 semantic_segmentation INFO: Sample: 900, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,342 semantic_segmentation INFO: Sample: 901, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,357 semantic_segmentation INFO: Sample: 902, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,372 semantic_segmentation INFO: Sample: 903, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,387 semantic_segmentation INFO: Sample: 904, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,400 semantic_segmentation INFO: Sample: 905, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,413 semantic_segmentation INFO: Sample: 906, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:47,428 semantic_segmentation INFO: Sample: 907, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,441 semantic_segmentation INFO: Sample: 908, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,454 semantic_segmentation INFO: Sample: 909, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,469 semantic_segmentation INFO: Sample: 910, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,484 semantic_segmentation INFO: Sample: 911, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,499 semantic_segmentation INFO: Sample: 912, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,515 semantic_segmentation INFO: Sample: 913, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,528 semantic_segmentation INFO: Sample: 914, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,541 semantic_segmentation INFO: Sample: 915, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,558 semantic_segmentation INFO: Sample: 916, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,573 semantic_segmentation INFO: Sample: 917, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,587 semantic_segmentation INFO: Sample: 918, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,602 semantic_segmentation INFO: Sample: 919, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,618 semantic_segmentation INFO: Sample: 920, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,635 semantic_segmentation INFO: Sample: 921, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,650 semantic_segmentation INFO: Sample: 922, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,666 semantic_segmentation INFO: Sample: 923, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,682 semantic_segmentation INFO: Sample: 924, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,697 semantic_segmentation INFO: Sample: 925, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,706 semantic_segmentation INFO: Sample: 926, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,722 semantic_segmentation INFO: Sample: 927, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,738 semantic_segmentation INFO: Sample: 928, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,751 semantic_segmentation INFO: Sample: 929, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,766 semantic_segmentation INFO: Sample: 930, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,781 semantic_segmentation INFO: Sample: 931, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,796 semantic_segmentation INFO: Sample: 932, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,809 semantic_segmentation INFO: Sample: 933, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,824 semantic_segmentation INFO: Sample: 934, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,839 semantic_segmentation INFO: Sample: 935, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,854 semantic_segmentation INFO: Sample: 936, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:47,869 semantic_segmentation INFO: Sample: 937, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,884 semantic_segmentation INFO: Sample: 938, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,900 semantic_segmentation INFO: Sample: 939, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,916 semantic_segmentation INFO: Sample: 940, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,929 semantic_segmentation INFO: Sample: 941, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,944 semantic_segmentation INFO: Sample: 942, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,959 semantic_segmentation INFO: Sample: 943, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,973 semantic_segmentation INFO: Sample: 944, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:47,986 semantic_segmentation INFO: Sample: 945, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:48,001 semantic_segmentation INFO: Sample: 946, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,016 semantic_segmentation INFO: Sample: 947, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,031 semantic_segmentation INFO: Sample: 948, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:48,039 semantic_segmentation INFO: Sample: 949, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:48,052 semantic_segmentation INFO: Sample: 950, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-27 08:36:48,065 semantic_segmentation INFO: Sample: 951, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,077 semantic_segmentation INFO: Sample: 952, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,088 semantic_segmentation INFO: Sample: 953, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,104 semantic_segmentation INFO: Sample: 954, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,119 semantic_segmentation INFO: Sample: 955, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,134 semantic_segmentation INFO: Sample: 956, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,147 semantic_segmentation INFO: Sample: 957, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,161 semantic_segmentation INFO: Sample: 958, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,176 semantic_segmentation INFO: Sample: 959, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,187 semantic_segmentation INFO: Sample: 960, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,203 semantic_segmentation INFO: Sample: 961, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,216 semantic_segmentation INFO: Sample: 962, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,232 semantic_segmentation INFO: Sample: 963, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,247 semantic_segmentation INFO: Sample: 964, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,262 semantic_segmentation INFO: Sample: 965, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,278 semantic_segmentation INFO: Sample: 966, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,290 semantic_segmentation INFO: Sample: 967, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,303 semantic_segmentation INFO: Sample: 968, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,318 semantic_segmentation INFO: Sample: 969, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,332 semantic_segmentation INFO: Sample: 970, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,347 semantic_segmentation INFO: Sample: 971, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,361 semantic_segmentation INFO: Sample: 972, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,373 semantic_segmentation INFO: Sample: 973, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,383 semantic_segmentation INFO: Sample: 974, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,394 semantic_segmentation INFO: Sample: 975, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,407 semantic_segmentation INFO: Sample: 976, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,418 semantic_segmentation INFO: Sample: 977, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,432 semantic_segmentation INFO: Sample: 978, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,444 semantic_segmentation INFO: Sample: 979, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,458 semantic_segmentation INFO: Sample: 980, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,473 semantic_segmentation INFO: Sample: 981, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,488 semantic_segmentation INFO: Sample: 982, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:48,501 semantic_segmentation INFO: Sample: 983, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,515 semantic_segmentation INFO: Sample: 984, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,530 semantic_segmentation INFO: Sample: 985, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,544 semantic_segmentation INFO: Sample: 986, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,559 semantic_segmentation INFO: Sample: 987, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,573 semantic_segmentation INFO: Sample: 988, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,587 semantic_segmentation INFO: Sample: 989, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,602 semantic_segmentation INFO: Sample: 990, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:48,617 semantic_segmentation INFO: Sample: 991, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,630 semantic_segmentation INFO: Sample: 992, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:48,644 semantic_segmentation INFO: Sample: 993, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,660 semantic_segmentation INFO: Sample: 994, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,672 semantic_segmentation INFO: Sample: 995, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,688 semantic_segmentation INFO: Sample: 996, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,700 semantic_segmentation INFO: Sample: 997, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,715 semantic_segmentation INFO: Sample: 998, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,730 semantic_segmentation INFO: Sample: 999, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,747 semantic_segmentation INFO: Sample: 1000, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,762 semantic_segmentation INFO: Sample: 1001, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,775 semantic_segmentation INFO: Sample: 1002, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,791 semantic_segmentation INFO: Sample: 1003, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,805 semantic_segmentation INFO: Sample: 1004, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,820 semantic_segmentation INFO: Sample: 1005, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,835 semantic_segmentation INFO: Sample: 1006, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,848 semantic_segmentation INFO: Sample: 1007, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,861 semantic_segmentation INFO: Sample: 1008, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,875 semantic_segmentation INFO: Sample: 1009, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,890 semantic_segmentation INFO: Sample: 1010, Validation pixAcc: 0.946, mIoU: 0.761
2023-07-27 08:36:48,905 semantic_segmentation INFO: Sample: 1011, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 08:36:48,920 semantic_segmentation INFO: Sample: 1012, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 08:36:48,935 semantic_segmentation INFO: Sample: 1013, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 08:36:48,951 semantic_segmentation INFO: Sample: 1014, Validation pixAcc: 0.946, mIoU: 0.762
2023-07-27 08:36:48,966 semantic_segmentation INFO: Sample: 1015, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,981 semantic_segmentation INFO: Sample: 1016, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:48,993 semantic_segmentation INFO: Sample: 1017, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,009 semantic_segmentation INFO: Sample: 1018, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,019 semantic_segmentation INFO: Sample: 1019, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,032 semantic_segmentation INFO: Sample: 1020, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,047 semantic_segmentation INFO: Sample: 1021, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,059 semantic_segmentation INFO: Sample: 1022, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,074 semantic_segmentation INFO: Sample: 1023, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,089 semantic_segmentation INFO: Sample: 1024, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,104 semantic_segmentation INFO: Sample: 1025, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,119 semantic_segmentation INFO: Sample: 1026, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,135 semantic_segmentation INFO: Sample: 1027, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,151 semantic_segmentation INFO: Sample: 1028, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,166 semantic_segmentation INFO: Sample: 1029, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,179 semantic_segmentation INFO: Sample: 1030, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,194 semantic_segmentation INFO: Sample: 1031, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,207 semantic_segmentation INFO: Sample: 1032, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,222 semantic_segmentation INFO: Sample: 1033, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,238 semantic_segmentation INFO: Sample: 1034, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,250 semantic_segmentation INFO: Sample: 1035, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,265 semantic_segmentation INFO: Sample: 1036, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,278 semantic_segmentation INFO: Sample: 1037, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,293 semantic_segmentation INFO: Sample: 1038, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,308 semantic_segmentation INFO: Sample: 1039, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,324 semantic_segmentation INFO: Sample: 1040, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,339 semantic_segmentation INFO: Sample: 1041, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,354 semantic_segmentation INFO: Sample: 1042, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,367 semantic_segmentation INFO: Sample: 1043, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,380 semantic_segmentation INFO: Sample: 1044, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,395 semantic_segmentation INFO: Sample: 1045, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,409 semantic_segmentation INFO: Sample: 1046, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,422 semantic_segmentation INFO: Sample: 1047, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,438 semantic_segmentation INFO: Sample: 1048, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,453 semantic_segmentation INFO: Sample: 1049, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,468 semantic_segmentation INFO: Sample: 1050, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,481 semantic_segmentation INFO: Sample: 1051, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,494 semantic_segmentation INFO: Sample: 1052, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,510 semantic_segmentation INFO: Sample: 1053, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,525 semantic_segmentation INFO: Sample: 1054, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,540 semantic_segmentation INFO: Sample: 1055, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,553 semantic_segmentation INFO: Sample: 1056, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,567 semantic_segmentation INFO: Sample: 1057, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,582 semantic_segmentation INFO: Sample: 1058, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,597 semantic_segmentation INFO: Sample: 1059, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,612 semantic_segmentation INFO: Sample: 1060, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,627 semantic_segmentation INFO: Sample: 1061, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,645 semantic_segmentation INFO: Sample: 1062, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,661 semantic_segmentation INFO: Sample: 1063, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,676 semantic_segmentation INFO: Sample: 1064, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,691 semantic_segmentation INFO: Sample: 1065, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-27 08:36:49,706 semantic_segmentation INFO: Sample: 1066, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,721 semantic_segmentation INFO: Sample: 1067, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,735 semantic_segmentation INFO: Sample: 1068, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,750 semantic_segmentation INFO: Sample: 1069, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:49,763 semantic_segmentation INFO: Sample: 1070, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:49,778 semantic_segmentation INFO: Sample: 1071, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:49,793 semantic_segmentation INFO: Sample: 1072, Validation pixAcc: 0.945, mIoU: 0.760
2023-07-27 08:36:49,809 semantic_segmentation INFO: Sample: 1073, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,821 semantic_segmentation INFO: Sample: 1074, Validation pixAcc: 0.946, mIoU: 0.760
2023-07-27 08:36:49,836 semantic_segmentation INFO: Sample: 1075, Validation pixAcc: 0.945, mIoU: 0.759
2023-07-27 08:36:49,851 semantic_segmentation INFO: Sample: 1076, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,867 semantic_segmentation INFO: Sample: 1077, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,880 semantic_segmentation INFO: Sample: 1078, Validation pixAcc: 0.945, mIoU: 0.758
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2023-07-27 08:36:49,910 semantic_segmentation INFO: Sample: 1080, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,924 semantic_segmentation INFO: Sample: 1081, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,939 semantic_segmentation INFO: Sample: 1082, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,954 semantic_segmentation INFO: Sample: 1083, Validation pixAcc: 0.945, mIoU: 0.758
2023-07-27 08:36:49,970 semantic_segmentation INFO: Sample: 1084, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:49,983 semantic_segmentation INFO: Sample: 1085, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:49,998 semantic_segmentation INFO: Sample: 1086, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,014 semantic_segmentation INFO: Sample: 1087, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,028 semantic_segmentation INFO: Sample: 1088, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,043 semantic_segmentation INFO: Sample: 1089, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:50,056 semantic_segmentation INFO: Sample: 1090, Validation pixAcc: 0.944, mIoU: 0.758
2023-07-27 08:36:50,065 semantic_segmentation INFO: Sample: 1091, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,080 semantic_segmentation INFO: Sample: 1092, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,095 semantic_segmentation INFO: Sample: 1093, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,108 semantic_segmentation INFO: Sample: 1094, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-27 08:36:50,123 semantic_segmentation INFO: Sample: 1095, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,139 semantic_segmentation INFO: Sample: 1096, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,152 semantic_segmentation INFO: Sample: 1097, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,166 semantic_segmentation INFO: Sample: 1098, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,180 semantic_segmentation INFO: Sample: 1099, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,195 semantic_segmentation INFO: Sample: 1100, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,210 semantic_segmentation INFO: Sample: 1101, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,226 semantic_segmentation INFO: Sample: 1102, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,241 semantic_segmentation INFO: Sample: 1103, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,257 semantic_segmentation INFO: Sample: 1104, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,271 semantic_segmentation INFO: Sample: 1105, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,284 semantic_segmentation INFO: Sample: 1106, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-27 08:36:50,299 semantic_segmentation INFO: Sample: 1107, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,313 semantic_segmentation INFO: Sample: 1108, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,328 semantic_segmentation INFO: Sample: 1109, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,340 semantic_segmentation INFO: Sample: 1110, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,353 semantic_segmentation INFO: Sample: 1111, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,368 semantic_segmentation INFO: Sample: 1112, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,383 semantic_segmentation INFO: Sample: 1113, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,469 semantic_segmentation INFO: Sample: 1119, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,485 semantic_segmentation INFO: Sample: 1120, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,501 semantic_segmentation INFO: Sample: 1121, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,531 semantic_segmentation INFO: Sample: 1123, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,544 semantic_segmentation INFO: Sample: 1124, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:50,559 semantic_segmentation INFO: Sample: 1125, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,574 semantic_segmentation INFO: Sample: 1126, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,589 semantic_segmentation INFO: Sample: 1127, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,604 semantic_segmentation INFO: Sample: 1128, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,646 semantic_segmentation INFO: Sample: 1131, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,743 semantic_segmentation INFO: Sample: 1138, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,771 semantic_segmentation INFO: Sample: 1140, Validation pixAcc: 0.944, mIoU: 0.755
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2023-07-27 08:36:50,919 semantic_segmentation INFO: Sample: 1150, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:50,932 semantic_segmentation INFO: Sample: 1151, Validation pixAcc: 0.944, mIoU: 0.754
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2023-07-27 08:36:51,481 semantic_segmentation INFO: Sample: 1189, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,495 semantic_segmentation INFO: Sample: 1190, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,508 semantic_segmentation INFO: Sample: 1191, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,522 semantic_segmentation INFO: Sample: 1192, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,537 semantic_segmentation INFO: Sample: 1193, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,553 semantic_segmentation INFO: Sample: 1194, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,565 semantic_segmentation INFO: Sample: 1195, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,580 semantic_segmentation INFO: Sample: 1196, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,591 semantic_segmentation INFO: Sample: 1197, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,606 semantic_segmentation INFO: Sample: 1198, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,622 semantic_segmentation INFO: Sample: 1199, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,638 semantic_segmentation INFO: Sample: 1200, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,652 semantic_segmentation INFO: Sample: 1201, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,670 semantic_segmentation INFO: Sample: 1202, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,688 semantic_segmentation INFO: Sample: 1203, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,703 semantic_segmentation INFO: Sample: 1204, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,715 semantic_segmentation INFO: Sample: 1205, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,731 semantic_segmentation INFO: Sample: 1206, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,746 semantic_segmentation INFO: Sample: 1207, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,757 semantic_segmentation INFO: Sample: 1208, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,773 semantic_segmentation INFO: Sample: 1209, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,788 semantic_segmentation INFO: Sample: 1210, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,803 semantic_segmentation INFO: Sample: 1211, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,816 semantic_segmentation INFO: Sample: 1212, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,828 semantic_segmentation INFO: Sample: 1213, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,842 semantic_segmentation INFO: Sample: 1214, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,856 semantic_segmentation INFO: Sample: 1215, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,870 semantic_segmentation INFO: Sample: 1216, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,883 semantic_segmentation INFO: Sample: 1217, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,898 semantic_segmentation INFO: Sample: 1218, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,910 semantic_segmentation INFO: Sample: 1219, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,923 semantic_segmentation INFO: Sample: 1220, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:51,937 semantic_segmentation INFO: Sample: 1221, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:51,951 semantic_segmentation INFO: Sample: 1222, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-27 08:36:51,966 semantic_segmentation INFO: Sample: 1223, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:51,980 semantic_segmentation INFO: Sample: 1224, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:51,995 semantic_segmentation INFO: Sample: 1225, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,008 semantic_segmentation INFO: Sample: 1226, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,023 semantic_segmentation INFO: Sample: 1227, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,038 semantic_segmentation INFO: Sample: 1228, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,052 semantic_segmentation INFO: Sample: 1229, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,067 semantic_segmentation INFO: Sample: 1230, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,080 semantic_segmentation INFO: Sample: 1231, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,093 semantic_segmentation INFO: Sample: 1232, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,109 semantic_segmentation INFO: Sample: 1233, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,123 semantic_segmentation INFO: Sample: 1234, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,139 semantic_segmentation INFO: Sample: 1235, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,153 semantic_segmentation INFO: Sample: 1236, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,166 semantic_segmentation INFO: Sample: 1237, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,180 semantic_segmentation INFO: Sample: 1238, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,195 semantic_segmentation INFO: Sample: 1239, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,208 semantic_segmentation INFO: Sample: 1240, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,222 semantic_segmentation INFO: Sample: 1241, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,237 semantic_segmentation INFO: Sample: 1242, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,252 semantic_segmentation INFO: Sample: 1243, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,267 semantic_segmentation INFO: Sample: 1244, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,282 semantic_segmentation INFO: Sample: 1245, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,297 semantic_segmentation INFO: Sample: 1246, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,313 semantic_segmentation INFO: Sample: 1247, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,326 semantic_segmentation INFO: Sample: 1248, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,340 semantic_segmentation INFO: Sample: 1249, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,356 semantic_segmentation INFO: Sample: 1250, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,369 semantic_segmentation INFO: Sample: 1251, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,384 semantic_segmentation INFO: Sample: 1252, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,399 semantic_segmentation INFO: Sample: 1253, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,414 semantic_segmentation INFO: Sample: 1254, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,429 semantic_segmentation INFO: Sample: 1255, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,444 semantic_segmentation INFO: Sample: 1256, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:52,459 semantic_segmentation INFO: Sample: 1257, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:36:52,474 semantic_segmentation INFO: Sample: 1258, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:36:52,488 semantic_segmentation INFO: Sample: 1259, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:36:52,503 semantic_segmentation INFO: Sample: 1260, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:36:52,518 semantic_segmentation INFO: Sample: 1261, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,534 semantic_segmentation INFO: Sample: 1262, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,548 semantic_segmentation INFO: Sample: 1263, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,564 semantic_segmentation INFO: Sample: 1264, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,579 semantic_segmentation INFO: Sample: 1265, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,592 semantic_segmentation INFO: Sample: 1266, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 08:36:52,620 semantic_segmentation INFO: Sample: 1268, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 08:36:52,649 semantic_segmentation INFO: Sample: 1270, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,664 semantic_segmentation INFO: Sample: 1271, Validation pixAcc: 0.943, mIoU: 0.754
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2023-07-27 08:36:52,711 semantic_segmentation INFO: Sample: 1274, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,726 semantic_segmentation INFO: Sample: 1275, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,741 semantic_segmentation INFO: Sample: 1276, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,756 semantic_segmentation INFO: Sample: 1277, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,769 semantic_segmentation INFO: Sample: 1278, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,782 semantic_segmentation INFO: Sample: 1279, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,795 semantic_segmentation INFO: Sample: 1280, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,808 semantic_segmentation INFO: Sample: 1281, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,822 semantic_segmentation INFO: Sample: 1282, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,837 semantic_segmentation INFO: Sample: 1283, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,853 semantic_segmentation INFO: Sample: 1284, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,866 semantic_segmentation INFO: Sample: 1285, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,880 semantic_segmentation INFO: Sample: 1286, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,896 semantic_segmentation INFO: Sample: 1287, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,907 semantic_segmentation INFO: Sample: 1288, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,922 semantic_segmentation INFO: Sample: 1289, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,938 semantic_segmentation INFO: Sample: 1290, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,954 semantic_segmentation INFO: Sample: 1291, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:52,970 semantic_segmentation INFO: Sample: 1292, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:52,986 semantic_segmentation INFO: Sample: 1293, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:53,000 semantic_segmentation INFO: Sample: 1294, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:53,015 semantic_segmentation INFO: Sample: 1295, Validation pixAcc: 0.943, mIoU: 0.754
2023-07-27 08:36:53,030 semantic_segmentation INFO: Sample: 1296, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,043 semantic_segmentation INFO: Sample: 1297, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,058 semantic_segmentation INFO: Sample: 1298, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,073 semantic_segmentation INFO: Sample: 1299, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,089 semantic_segmentation INFO: Sample: 1300, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,101 semantic_segmentation INFO: Sample: 1301, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,116 semantic_segmentation INFO: Sample: 1302, Validation pixAcc: 0.943, mIoU: 0.755
2023-07-27 08:36:53,131 semantic_segmentation INFO: Sample: 1303, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,145 semantic_segmentation INFO: Sample: 1304, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,160 semantic_segmentation INFO: Sample: 1305, Validation pixAcc: 0.943, mIoU: 0.756
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2023-07-27 08:36:53,229 semantic_segmentation INFO: Sample: 1310, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,242 semantic_segmentation INFO: Sample: 1311, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,256 semantic_segmentation INFO: Sample: 1312, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,271 semantic_segmentation INFO: Sample: 1313, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,286 semantic_segmentation INFO: Sample: 1314, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,301 semantic_segmentation INFO: Sample: 1315, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-27 08:36:53,315 semantic_segmentation INFO: Sample: 1316, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,330 semantic_segmentation INFO: Sample: 1317, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,345 semantic_segmentation INFO: Sample: 1318, Validation pixAcc: 0.943, mIoU: 0.756
2023-07-27 08:36:53,355 semantic_segmentation INFO: Sample: 1319, Validation pixAcc: 0.943, mIoU: 0.756
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2023-07-27 08:36:53,382 semantic_segmentation INFO: Sample: 1321, Validation pixAcc: 0.943, mIoU: 0.756
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2023-07-27 08:36:53,441 semantic_segmentation INFO: Sample: 1325, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 08:36:53,511 semantic_segmentation INFO: Sample: 1330, Validation pixAcc: 0.943, mIoU: 0.755
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2023-07-27 08:36:54,242 semantic_segmentation INFO: Sample: 1380, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,257 semantic_segmentation INFO: Sample: 1381, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,272 semantic_segmentation INFO: Sample: 1382, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,287 semantic_segmentation INFO: Sample: 1383, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,301 semantic_segmentation INFO: Sample: 1384, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,314 semantic_segmentation INFO: Sample: 1385, Validation pixAcc: 0.943, mIoU: 0.753
2023-07-27 08:36:54,329 semantic_segmentation INFO: Sample: 1386, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,344 semantic_segmentation INFO: Sample: 1387, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,359 semantic_segmentation INFO: Sample: 1388, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,374 semantic_segmentation INFO: Sample: 1389, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,389 semantic_segmentation INFO: Sample: 1390, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,404 semantic_segmentation INFO: Sample: 1391, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,419 semantic_segmentation INFO: Sample: 1392, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,432 semantic_segmentation INFO: Sample: 1393, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,447 semantic_segmentation INFO: Sample: 1394, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,460 semantic_segmentation INFO: Sample: 1395, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,475 semantic_segmentation INFO: Sample: 1396, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,491 semantic_segmentation INFO: Sample: 1397, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,506 semantic_segmentation INFO: Sample: 1398, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,521 semantic_segmentation INFO: Sample: 1399, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,534 semantic_segmentation INFO: Sample: 1400, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,549 semantic_segmentation INFO: Sample: 1401, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,564 semantic_segmentation INFO: Sample: 1402, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,579 semantic_segmentation INFO: Sample: 1403, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,594 semantic_segmentation INFO: Sample: 1404, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,609 semantic_segmentation INFO: Sample: 1405, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,625 semantic_segmentation INFO: Sample: 1406, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,639 semantic_segmentation INFO: Sample: 1407, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,653 semantic_segmentation INFO: Sample: 1408, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,668 semantic_segmentation INFO: Sample: 1409, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,682 semantic_segmentation INFO: Sample: 1410, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,697 semantic_segmentation INFO: Sample: 1411, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,712 semantic_segmentation INFO: Sample: 1412, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,729 semantic_segmentation INFO: Sample: 1413, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,745 semantic_segmentation INFO: Sample: 1414, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,760 semantic_segmentation INFO: Sample: 1415, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,774 semantic_segmentation INFO: Sample: 1416, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,784 semantic_segmentation INFO: Sample: 1417, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,799 semantic_segmentation INFO: Sample: 1418, Validation pixAcc: 0.942, mIoU: 0.751
2023-07-27 08:36:54,813 semantic_segmentation INFO: Sample: 1419, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:54,828 semantic_segmentation INFO: Sample: 1420, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:54,843 semantic_segmentation INFO: Sample: 1421, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,858 semantic_segmentation INFO: Sample: 1422, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:36:54,873 semantic_segmentation INFO: Sample: 1423, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,885 semantic_segmentation INFO: Sample: 1424, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,895 semantic_segmentation INFO: Sample: 1425, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,912 semantic_segmentation INFO: Sample: 1426, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,927 semantic_segmentation INFO: Sample: 1427, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,942 semantic_segmentation INFO: Sample: 1428, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,955 semantic_segmentation INFO: Sample: 1429, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,970 semantic_segmentation INFO: Sample: 1430, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,984 semantic_segmentation INFO: Sample: 1431, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:54,998 semantic_segmentation INFO: Sample: 1432, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,012 semantic_segmentation INFO: Sample: 1433, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,027 semantic_segmentation INFO: Sample: 1434, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,041 semantic_segmentation INFO: Sample: 1435, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,055 semantic_segmentation INFO: Sample: 1436, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,068 semantic_segmentation INFO: Sample: 1437, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,083 semantic_segmentation INFO: Sample: 1438, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,098 semantic_segmentation INFO: Sample: 1439, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,113 semantic_segmentation INFO: Sample: 1440, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,126 semantic_segmentation INFO: Sample: 1441, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,141 semantic_segmentation INFO: Sample: 1442, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,157 semantic_segmentation INFO: Sample: 1443, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-27 08:36:55,172 semantic_segmentation INFO: Sample: 1444, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,187 semantic_segmentation INFO: Sample: 1445, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,200 semantic_segmentation INFO: Sample: 1446, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,215 semantic_segmentation INFO: Sample: 1447, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-27 08:36:55,230 semantic_segmentation INFO: Sample: 1448, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:36:55,247 semantic_segmentation INFO: Sample: 1449, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-27 08:37:12,151 semantic_segmentation INFO: Iters: 149610/150000 || Lr: 0.000095 || Task Loss: 0.2336 || KD Loss: 0.0300|| 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, 21:50:56 || Estimated Time: 0:10:55
2023-07-27 08:37:29,004 semantic_segmentation INFO: Iters: 149620/150000 || Lr: 0.000092 || Task Loss: 0.1953 || KD Loss: 0.0254|| 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, 21:51:13 || Estimated Time: 0:10:38
2023-07-27 08:37:45,944 semantic_segmentation INFO: Iters: 149630/150000 || Lr: 0.000090 || Task Loss: 0.2891 || KD Loss: 0.0408|| 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, 21:51:30 || Estimated Time: 0:10:21
2023-07-27 08:38:02,942 semantic_segmentation INFO: Iters: 149640/150000 || Lr: 0.000088 || Task Loss: 0.2268 || KD Loss: 0.0288|| 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, 21:51:47 || Estimated Time: 0:10:05
2023-07-27 08:38:20,004 semantic_segmentation INFO: Iters: 149650/150000 || Lr: 0.000086 || Task Loss: 0.2493 || KD Loss: 0.0251|| 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, 21:52:04 || Estimated Time: 0:09:48
2023-07-27 08:38:36,981 semantic_segmentation INFO: Iters: 149660/150000 || Lr: 0.000084 || Task Loss: 0.2631 || KD Loss: 0.0397|| 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, 21:52:21 || Estimated Time: 0:09:31
2023-07-27 08:38:53,988 semantic_segmentation INFO: Iters: 149670/150000 || Lr: 0.000081 || Task Loss: 0.2318 || KD Loss: 0.0345|| 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, 21:52:38 || Estimated Time: 0:09:14
2023-07-27 08:39:10,937 semantic_segmentation INFO: Iters: 149680/150000 || Lr: 0.000079 || Task Loss: 0.2202 || KD Loss: 0.0299|| 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, 21:52:55 || Estimated Time: 0:08:57
2023-07-27 08:39:28,050 semantic_segmentation INFO: Iters: 149690/150000 || Lr: 0.000077 || Task Loss: 0.3467 || KD Loss: 0.0474|| 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, 21:53:12 || Estimated Time: 0:08:41
2023-07-27 08:39:45,072 semantic_segmentation INFO: Iters: 149700/150000 || Lr: 0.000075 || Task Loss: 0.2101 || KD Loss: 0.0236|| 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, 21:53:29 || Estimated Time: 0:08:24
2023-07-27 08:40:02,071 semantic_segmentation INFO: Iters: 149710/150000 || Lr: 0.000072 || Task Loss: 0.2287 || KD Loss: 0.0273|| 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, 21:53:46 || Estimated Time: 0:08:07
2023-07-27 08:40:21,417 semantic_segmentation INFO: Iters: 149720/150000 || Lr: 0.000070 || Task Loss: 0.2008 || KD Loss: 0.0281|| 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, 21:54:05 || Estimated Time: 0:07:50
2023-07-27 08:40:39,886 semantic_segmentation INFO: Iters: 149730/150000 || Lr: 0.000068 || Task Loss: 0.2776 || KD Loss: 0.0360|| 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, 21:54:24 || Estimated Time: 0:07:33
2023-07-27 08:40:57,089 semantic_segmentation INFO: Iters: 149740/150000 || Lr: 0.000066 || Task Loss: 0.2966 || KD Loss: 0.0347|| 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, 21:54:41 || Estimated Time: 0:07:17
2023-07-27 08:41:14,148 semantic_segmentation INFO: Iters: 149750/150000 || Lr: 0.000063 || Task Loss: 0.3101 || KD Loss: 0.0412|| 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, 21:54:58 || Estimated Time: 0:07:00
2023-07-27 08:41:31,281 semantic_segmentation INFO: Iters: 149760/150000 || Lr: 0.000061 || Task Loss: 0.1885 || KD Loss: 0.0204|| 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, 21:55:15 || Estimated Time: 0:06:43
2023-07-27 08:41:48,067 semantic_segmentation INFO: Iters: 149770/150000 || Lr: 0.000059 || Task Loss: 0.2648 || KD Loss: 0.0330|| 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, 21:55:32 || Estimated Time: 0:06:26
2023-07-27 08:42:05,058 semantic_segmentation INFO: Iters: 149780/150000 || Lr: 0.000057 || Task Loss: 0.3700 || KD Loss: 0.0310|| 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, 21:55:49 || Estimated Time: 0:06:09
2023-07-27 08:42:22,146 semantic_segmentation INFO: Iters: 149790/150000 || Lr: 0.000054 || Task Loss: 0.1983 || KD Loss: 0.0227|| 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, 21:56:06 || Estimated Time: 0:05:52
2023-07-27 08:42:39,219 semantic_segmentation INFO: Iters: 149800/150000 || Lr: 0.000052 || Task Loss: 0.2674 || KD Loss: 0.0321|| 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, 21:56:23 || Estimated Time: 0:05:36
2023-07-27 08:42:56,221 semantic_segmentation INFO: Iters: 149810/150000 || Lr: 0.000050 || Task Loss: 0.1545 || KD Loss: 0.0214|| 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, 21:56:40 || Estimated Time: 0:05:19
2023-07-27 08:43:13,251 semantic_segmentation INFO: Iters: 149820/150000 || Lr: 0.000047 || Task Loss: 0.2721 || KD Loss: 0.0468|| 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, 21:56:57 || Estimated Time: 0:05:02
2023-07-27 08:43:30,234 semantic_segmentation INFO: Iters: 149830/150000 || Lr: 0.000045 || Task Loss: 0.2801 || KD Loss: 0.0586|| 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, 21:57:14 || Estimated Time: 0:04:45
2023-07-27 08:43:48,309 semantic_segmentation INFO: Iters: 149840/150000 || Lr: 0.000043 || Task Loss: 0.2743 || KD Loss: 0.0355|| 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, 21:57:32 || Estimated Time: 0:04:28
2023-07-27 08:44:05,179 semantic_segmentation INFO: Iters: 149850/150000 || Lr: 0.000040 || Task Loss: 0.2320 || KD Loss: 0.0256|| 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, 21:57:49 || Estimated Time: 0:04:12
2023-07-27 08:44:22,075 semantic_segmentation INFO: Iters: 149860/150000 || Lr: 0.000038 || Task Loss: 0.1643 || KD Loss: 0.0298|| 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, 21:58:06 || Estimated Time: 0:03:55
2023-07-27 08:44:39,338 semantic_segmentation INFO: Iters: 149870/150000 || Lr: 0.000035 || Task Loss: 0.2150 || KD Loss: 0.0406|| 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, 21:58:23 || Estimated Time: 0:03:38
2023-07-27 08:44:56,289 semantic_segmentation INFO: Iters: 149880/150000 || Lr: 0.000033 || Task Loss: 0.2420 || KD Loss: 0.0392|| 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, 21:58:40 || Estimated Time: 0:03:21
2023-07-27 08:45:13,278 semantic_segmentation INFO: Iters: 149890/150000 || Lr: 0.000030 || Task Loss: 0.1901 || KD Loss: 0.0257|| 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, 21:58:57 || Estimated Time: 0:03:04
2023-07-27 08:45:30,312 semantic_segmentation INFO: Iters: 149900/150000 || Lr: 0.000028 || Task Loss: 0.2047 || KD Loss: 0.0312|| 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, 21:59:14 || Estimated Time: 0:02:48
2023-07-27 08:45:47,342 semantic_segmentation INFO: Iters: 149910/150000 || Lr: 0.000025 || Task Loss: 0.2490 || KD Loss: 0.0628|| 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, 21:59:31 || Estimated Time: 0:02:31
2023-07-27 08:46:04,414 semantic_segmentation INFO: Iters: 149920/150000 || Lr: 0.000023 || Task Loss: 0.1686 || KD Loss: 0.0282|| 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, 21:59:48 || Estimated Time: 0:02:14
2023-07-27 08:46:21,462 semantic_segmentation INFO: Iters: 149930/150000 || Lr: 0.000020 || Task Loss: 0.3130 || KD Loss: 0.0344|| 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, 22:00:05 || Estimated Time: 0:01:57
2023-07-27 08:46:38,460 semantic_segmentation INFO: Iters: 149940/150000 || Lr: 0.000018 || Task Loss: 0.1744 || KD Loss: 0.0214|| 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, 22:00:22 || Estimated Time: 0:01:40
2023-07-27 08:46:55,787 semantic_segmentation INFO: Iters: 149950/150000 || Lr: 0.000015 || Task Loss: 0.2493 || KD Loss: 0.0257|| 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, 22:00:40 || Estimated Time: 0:01:24
2023-07-27 08:47:12,755 semantic_segmentation INFO: Iters: 149960/150000 || Lr: 0.000012 || Task Loss: 0.2438 || KD Loss: 0.0463|| 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, 22:00:57 || Estimated Time: 0:01:07
2023-07-27 08:47:29,798 semantic_segmentation INFO: Iters: 149970/150000 || Lr: 0.000010 || Task Loss: 0.2025 || KD Loss: 0.0230|| 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, 22:01:14 || Estimated Time: 0:00:50
2023-07-27 08:47:46,864 semantic_segmentation INFO: Iters: 149980/150000 || Lr: 0.000007 || Task Loss: 0.2164 || KD Loss: 0.0335|| 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, 22:01:31 || Estimated Time: 0:00:33
2023-07-27 08:48:04,084 semantic_segmentation INFO: Iters: 149990/150000 || Lr: 0.000004 || Task Loss: 0.2535 || KD Loss: 0.0268|| 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, 22:01:48 || Estimated Time: 0:00:16
2023-07-27 08:48:21,086 semantic_segmentation INFO: Iters: 150000/150000 || Lr: 0.000000 || Task Loss: 0.2073 || KD Loss: 0.0237|| 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, 22:02:05 || Estimated Time: 0:00:00
2023-07-27 08:48:21,281 semantic_segmentation INFO: Total training time: 2 days, 22:02:05.760391 (1.6808s / it)
